2020-07-25 03:16:06,127 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.6.8 |Anaconda, Inc.| (default, Dec 30 2018, 01:22:34) [GCC 7.3.0] CUDA available: True CUDA_HOME: /mnt/lustre/share/cuda-9.0 NVCC: Cuda compilation tools, release 9.0, V9.0.176 GPU 0,1,2,3,4,5,6,7: GeForce GTX 1080 Ti GCC: gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-4) PyTorch: 1.3.0 PyTorch compiling details: PyTorch built with: - GCC 4.8 - Intel(R) Math Kernel Library Version 2019.0.4 Product Build 20190411 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.20.5 (Git Hash 0125f28c61c1f822fd48570b4c1066f96fcb9b2e) - OpenMP 201107 (a.k.a. OpenMP 3.1) - NNPACK is enabled - CUDA Runtime 9.0 - NVCC architecture flags: -gencode;arch=compute_52,code=sm_52;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70 - CuDNN 7.6 - Magma 2.5.0 - Build settings: BLAS=MKL, BUILD_NAMEDTENSOR=OFF, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -O2 -fPIC -Wno-narrowing -Wall -Wextra -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math, DISABLE_NUMA=1, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, USE_CUDA=True, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=ON, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_STATIC_DISPATCH=OFF, TorchVision: 0.2.2 OpenCV: 4.2.0 MMCV: 1.0.2 MMAction2: 0.1.0+269057f ------------------------------------------------------------ 2020-07-25 03:16:06,128 - mmaction - INFO - Distributed training: True 2020-07-25 03:16:06,128 - mmaction - INFO - Config: /mnt/lustre/linjintao/mmaction2/slurm_configs/recognition/i3d/i3d_r50_dense_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='DenseSampleFrames', 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='DenseSampleFrames', 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='DenseSampleFrames', 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='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_dense_256p_32x2x1_100e_kinetics400_rgb/' load_from = None resume_from = None workflow = [('train', 1)] 2020-07-25 03:16:08,458 - mmaction - INFO - load model from: torchvision://resnet50 2020-07-25 03:16:24,301 - mmaction - INFO - These parameters in the 2d checkpoint are not loaded: {'fc.weight', 'fc.bias'} 2020-07-25 03:16:26,730 - mmaction - INFO - Start running, host: linjintao@SH-IDC1-10-5-30-111, work_dir: /mnt/lustre/linjintao/mmaction2/workdir/i3d_r50_dense_256p_32x2x1_100e_kinetics400_rgb 2020-07-25 03:16:26,730 - mmaction - INFO - workflow: [('train', 1)], max: 100 epochs 2020-07-25 03:17:32,052 - mmaction - INFO - Epoch [1][20/3757] lr: 1.000e-02, eta: 14 days, 3:52:19, time: 3.257, data_time: 1.456, memory: 5170, top1_acc: 0.0070, top5_acc: 0.0281, loss_cls: 6.0103, loss: 6.0103, grad_norm: 5.4154 2020-07-25 03:18:17,683 - mmaction - INFO - Epoch [1][40/3757] lr: 1.000e-02, eta: 12 days, 1:10:13, time: 2.285, data_time: 0.013, memory: 5170, top1_acc: 0.0078, top5_acc: 0.0391, loss_cls: 6.0200, loss: 6.0200, grad_norm: 5.3938 2020-07-25 03:19:00,128 - mmaction - INFO - Epoch [1][60/3757] lr: 1.000e-02, eta: 11 days, 2:40:48, time: 2.125, data_time: 0.008, memory: 5170, top1_acc: 0.0141, top5_acc: 0.0563, loss_cls: 5.8200, loss: 5.8200, grad_norm: 5.3417 2020-07-25 03:19:48,038 - mmaction - INFO - Epoch [1][80/3757] lr: 1.000e-02, eta: 10 days, 22:23:15, time: 2.392, data_time: 0.289, memory: 5170, top1_acc: 0.0180, top5_acc: 0.0641, loss_cls: 5.7755, loss: 5.7755, grad_norm: 5.4574 2020-07-25 03:20:31,674 - mmaction - INFO - Epoch [1][100/3757] lr: 1.000e-02, eta: 10 days, 15:22:01, time: 2.179, data_time: 0.042, memory: 5170, top1_acc: 0.0227, top5_acc: 0.0797, loss_cls: 5.6291, loss: 5.6291, grad_norm: 5.4665 2020-07-25 03:21:17,536 - mmaction - INFO - Epoch [1][120/3757] lr: 1.000e-02, eta: 10 days, 12:44:01, time: 2.297, data_time: 0.009, memory: 5170, top1_acc: 0.0312, top5_acc: 0.0984, loss_cls: 5.4837, loss: 5.4837, grad_norm: 5.5037 2020-07-25 03:22:01,818 - mmaction - INFO - Epoch [1][140/3757] lr: 1.000e-02, eta: 10 days, 9:39:14, time: 2.217, data_time: 0.076, memory: 5170, top1_acc: 0.0359, top5_acc: 0.1211, loss_cls: 5.4126, loss: 5.4126, grad_norm: 5.6723 2020-07-25 03:22:46,977 - mmaction - INFO - Epoch [1][160/3757] lr: 1.000e-02, eta: 10 days, 7:48:29, time: 2.253, data_time: 0.069, memory: 5170, top1_acc: 0.0414, top5_acc: 0.1437, loss_cls: 5.3164, loss: 5.3164, grad_norm: 5.7440 2020-07-25 03:23:32,166 - mmaction - INFO - Epoch [1][180/3757] lr: 1.000e-02, eta: 10 days, 6:30:31, time: 2.265, data_time: 0.009, memory: 5170, top1_acc: 0.0492, top5_acc: 0.1602, loss_cls: 5.2347, loss: 5.2347, grad_norm: 5.7313 2020-07-25 03:24:18,340 - mmaction - INFO - Epoch [1][200/3757] lr: 1.000e-02, eta: 10 days, 5:52:38, time: 2.304, data_time: 0.003, memory: 5170, top1_acc: 0.0461, top5_acc: 0.1648, loss_cls: 5.1598, loss: 5.1598, grad_norm: 5.8899 2020-07-25 03:24:59,887 - mmaction - INFO - Epoch [1][220/3757] lr: 1.000e-02, eta: 10 days, 3:15:47, time: 2.083, data_time: 0.008, memory: 5170, top1_acc: 0.0586, top5_acc: 0.1719, loss_cls: 5.0762, loss: 5.0762, grad_norm: 5.9959 2020-07-25 03:25:47,841 - mmaction - INFO - Epoch [1][240/3757] lr: 1.000e-02, eta: 10 days, 3:47:06, time: 2.394, data_time: 0.015, memory: 5170, top1_acc: 0.0602, top5_acc: 0.1758, loss_cls: 5.0459, loss: 5.0459, grad_norm: 6.1203 2020-07-25 03:26:31,963 - mmaction - INFO - Epoch [1][260/3757] lr: 1.000e-02, eta: 10 days, 2:44:53, time: 2.210, data_time: 0.008, memory: 5170, top1_acc: 0.0688, top5_acc: 0.2039, loss_cls: 4.9768, loss: 4.9768, grad_norm: 6.0904 2020-07-25 03:27:17,783 - mmaction - INFO - Epoch [1][280/3757] lr: 1.000e-02, eta: 10 days, 2:27:25, time: 2.290, data_time: 0.007, memory: 5170, top1_acc: 0.0766, top5_acc: 0.2289, loss_cls: 4.8740, loss: 4.8740, grad_norm: 6.1635 2020-07-25 03:28:00,927 - mmaction - INFO - Epoch [1][300/3757] lr: 1.000e-02, eta: 10 days, 1:16:49, time: 2.158, data_time: 0.004, memory: 5170, top1_acc: 0.0773, top5_acc: 0.2172, loss_cls: 4.8678, loss: 4.8678, grad_norm: 6.3228 2020-07-25 03:28:48,115 - mmaction - INFO - Epoch [1][320/3757] lr: 1.000e-02, eta: 10 days, 1:31:13, time: 2.353, data_time: 0.007, memory: 5170, top1_acc: 0.0797, top5_acc: 0.2266, loss_cls: 4.8510, loss: 4.8510, grad_norm: 6.2324 2020-07-25 03:29:30,973 - mmaction - INFO - Epoch [1][340/3757] lr: 1.000e-02, eta: 10 days, 0:28:36, time: 2.148, data_time: 0.009, memory: 5170, top1_acc: 0.0797, top5_acc: 0.2406, loss_cls: 4.7801, loss: 4.7801, grad_norm: 6.2857 2020-07-25 03:30:15,224 - mmaction - INFO - Epoch [1][360/3757] lr: 1.000e-02, eta: 9 days, 23:54:38, time: 2.211, data_time: 0.083, memory: 5170, top1_acc: 0.0789, top5_acc: 0.2148, loss_cls: 4.8711, loss: 4.8711, grad_norm: 6.2948 2020-07-25 03:30:59,680 - mmaction - INFO - Epoch [1][380/3757] lr: 1.000e-02, eta: 9 days, 23:29:06, time: 2.226, data_time: 0.026, memory: 5170, top1_acc: 0.0914, top5_acc: 0.2297, loss_cls: 4.7721, loss: 4.7721, grad_norm: 6.4149 2020-07-25 03:31:45,187 - mmaction - INFO - Epoch [1][400/3757] lr: 1.000e-02, eta: 9 days, 23:21:22, time: 2.275, data_time: 0.007, memory: 5170, top1_acc: 0.1023, top5_acc: 0.2445, loss_cls: 4.7019, loss: 4.7019, grad_norm: 6.4214 2020-07-25 03:32:29,287 - mmaction - INFO - Epoch [1][420/3757] lr: 1.000e-02, eta: 9 days, 22:52:57, time: 2.203, data_time: 0.004, memory: 5170, top1_acc: 0.0914, top5_acc: 0.2516, loss_cls: 4.7126, loss: 4.7126, grad_norm: 6.4486 2020-07-25 03:33:15,884 - mmaction - INFO - Epoch [1][440/3757] lr: 1.000e-02, eta: 9 days, 23:01:23, time: 2.324, data_time: 0.022, memory: 5170, top1_acc: 0.0992, top5_acc: 0.2789, loss_cls: 4.6289, loss: 4.6289, grad_norm: 6.4778 2020-07-25 03:33:59,324 - mmaction - INFO - Epoch [1][460/3757] lr: 1.000e-02, eta: 9 days, 22:28:15, time: 2.174, data_time: 0.011, memory: 5170, top1_acc: 0.0969, top5_acc: 0.2562, loss_cls: 4.5618, loss: 4.5618, grad_norm: 6.3961 2020-07-25 03:34:42,766 - mmaction - INFO - Epoch [1][480/3757] lr: 1.000e-02, eta: 9 days, 21:58:42, time: 2.177, data_time: 0.010, memory: 5170, top1_acc: 0.1031, top5_acc: 0.2719, loss_cls: 4.5810, loss: 4.5810, grad_norm: 6.5823 2020-07-25 03:35:28,413 - mmaction - INFO - Epoch [1][500/3757] lr: 1.000e-02, eta: 9 days, 21:57:19, time: 2.281, data_time: 0.164, memory: 5170, top1_acc: 0.1070, top5_acc: 0.2719, loss_cls: 4.5643, loss: 4.5643, grad_norm: 6.5883 2020-07-25 03:36:13,137 - mmaction - INFO - Epoch [1][520/3757] lr: 1.000e-02, eta: 9 days, 21:45:46, time: 2.238, data_time: 0.269, memory: 5170, top1_acc: 0.1023, top5_acc: 0.2773, loss_cls: 4.5755, loss: 4.5755, grad_norm: 6.6725 2020-07-25 03:36:57,720 - mmaction - INFO - Epoch [1][540/3757] lr: 1.000e-02, eta: 9 days, 21:32:56, time: 2.229, data_time: 1.035, memory: 5170, top1_acc: 0.0977, top5_acc: 0.2750, loss_cls: 4.5681, loss: 4.5681, grad_norm: 6.5208 2020-07-25 03:37:42,249 - mmaction - INFO - Epoch [1][560/3757] lr: 1.000e-02, eta: 9 days, 21:20:16, time: 2.226, data_time: 0.617, memory: 5170, top1_acc: 0.0938, top5_acc: 0.2930, loss_cls: 4.4854, loss: 4.4854, grad_norm: 6.6032 2020-07-25 03:38:26,168 - mmaction - INFO - Epoch [1][580/3757] lr: 1.000e-02, eta: 9 days, 21:00:34, time: 2.190, data_time: 0.008, memory: 5170, top1_acc: 0.1313, top5_acc: 0.3273, loss_cls: 4.3939, loss: 4.3939, grad_norm: 6.6018 2020-07-25 03:39:10,293 - mmaction - INFO - Epoch [1][600/3757] lr: 1.000e-02, eta: 9 days, 20:46:59, time: 2.213, data_time: 0.010, memory: 5170, top1_acc: 0.1102, top5_acc: 0.2758, loss_cls: 4.5518, loss: 4.5518, grad_norm: 6.6089 2020-07-25 03:40:02,935 - mmaction - INFO - Epoch [1][620/3757] lr: 1.000e-02, eta: 9 days, 21:58:41, time: 2.632, data_time: 0.008, memory: 5170, top1_acc: 0.1391, top5_acc: 0.3109, loss_cls: 4.3673, loss: 4.3673, grad_norm: 6.4779 2020-07-25 03:40:53,749 - mmaction - INFO - Epoch [1][640/3757] lr: 1.000e-02, eta: 9 days, 22:48:05, time: 2.541, data_time: 0.005, memory: 5170, top1_acc: 0.1195, top5_acc: 0.2836, loss_cls: 4.4827, loss: 4.4827, grad_norm: 6.6184 2020-07-25 03:41:43,691 - mmaction - INFO - Epoch [1][660/3757] lr: 1.000e-02, eta: 9 days, 23:25:36, time: 2.494, data_time: 0.008, memory: 5170, top1_acc: 0.1164, top5_acc: 0.3000, loss_cls: 4.4324, loss: 4.4324, grad_norm: 6.6212 2020-07-25 03:42:34,271 - mmaction - INFO - Epoch [1][680/3757] lr: 1.000e-02, eta: 10 days, 0:07:41, time: 2.531, data_time: 0.012, memory: 5170, top1_acc: 0.1391, top5_acc: 0.3297, loss_cls: 4.3437, loss: 4.3437, grad_norm: 6.4739 2020-07-25 03:43:20,627 - mmaction - INFO - Epoch [1][700/3757] lr: 1.000e-02, eta: 10 days, 0:09:09, time: 2.318, data_time: 0.003, memory: 5170, top1_acc: 0.1219, top5_acc: 0.3164, loss_cls: 4.4317, loss: 4.4317, grad_norm: 6.6672 2020-07-25 03:44:11,586 - mmaction - INFO - Epoch [1][720/3757] lr: 1.000e-02, eta: 10 days, 0:50:07, time: 2.546, data_time: 0.024, memory: 5170, top1_acc: 0.1234, top5_acc: 0.3195, loss_cls: 4.3894, loss: 4.3894, grad_norm: 6.6528 2020-07-25 03:44:57,113 - mmaction - INFO - Epoch [1][740/3757] lr: 1.000e-02, eta: 10 days, 0:43:30, time: 2.278, data_time: 0.191, memory: 5170, top1_acc: 0.1156, top5_acc: 0.3203, loss_cls: 4.3909, loss: 4.3909, grad_norm: 6.5714 2020-07-25 03:45:46,661 - mmaction - INFO - Epoch [1][760/3757] lr: 1.000e-02, eta: 10 days, 1:09:14, time: 2.472, data_time: 0.009, memory: 5170, top1_acc: 0.1430, top5_acc: 0.3031, loss_cls: 4.3574, loss: 4.3574, grad_norm: 6.6090 2020-07-25 03:46:35,134 - mmaction - INFO - Epoch [1][780/3757] lr: 1.000e-02, eta: 10 days, 1:26:11, time: 2.426, data_time: 0.233, memory: 5170, top1_acc: 0.1258, top5_acc: 0.3094, loss_cls: 4.3953, loss: 4.3953, grad_norm: 6.6135 2020-07-25 03:47:23,737 - mmaction - INFO - Epoch [1][800/3757] lr: 1.000e-02, eta: 10 days, 1:43:22, time: 2.433, data_time: 0.064, memory: 5170, top1_acc: 0.1344, top5_acc: 0.3227, loss_cls: 4.2984, loss: 4.2984, grad_norm: 6.6204 2020-07-25 03:48:09,151 - mmaction - INFO - Epoch [1][820/3757] lr: 1.000e-02, eta: 10 days, 1:34:08, time: 2.266, data_time: 1.010, memory: 5170, top1_acc: 0.1383, top5_acc: 0.3320, loss_cls: 4.2745, loss: 4.2745, grad_norm: 6.6289 2020-07-25 03:49:00,514 - mmaction - INFO - Epoch [1][840/3757] lr: 1.000e-02, eta: 10 days, 2:11:19, time: 2.575, data_time: 0.335, memory: 5170, top1_acc: 0.1352, top5_acc: 0.3164, loss_cls: 4.3593, loss: 4.3593, grad_norm: 6.5666 2020-07-25 03:49:48,765 - mmaction - INFO - Epoch [1][860/3757] lr: 1.000e-02, eta: 10 days, 2:22:45, time: 2.410, data_time: 0.006, memory: 5170, top1_acc: 0.1414, top5_acc: 0.3492, loss_cls: 4.2721, loss: 4.2721, grad_norm: 6.4734 2020-07-25 03:50:35,163 - mmaction - INFO - Epoch [1][880/3757] lr: 1.000e-02, eta: 10 days, 2:20:36, time: 2.318, data_time: 0.006, memory: 5170, top1_acc: 0.1445, top5_acc: 0.3352, loss_cls: 4.2731, loss: 4.2731, grad_norm: 6.6198 2020-07-25 03:51:27,282 - mmaction - INFO - Epoch [1][900/3757] lr: 1.000e-02, eta: 10 days, 2:59:02, time: 2.610, data_time: 0.009, memory: 5170, top1_acc: 0.1375, top5_acc: 0.3336, loss_cls: 4.2869, loss: 4.2869, grad_norm: 6.6081 2020-07-25 03:52:22,163 - mmaction - INFO - Epoch [1][920/3757] lr: 1.000e-02, eta: 10 days, 3:53:31, time: 2.741, data_time: 0.007, memory: 5170, top1_acc: 0.1492, top5_acc: 0.3484, loss_cls: 4.2356, loss: 4.2356, grad_norm: 6.6431 2020-07-25 03:53:10,140 - mmaction - INFO - Epoch [1][940/3757] lr: 1.000e-02, eta: 10 days, 3:59:44, time: 2.395, data_time: 0.008, memory: 5170, top1_acc: 0.1469, top5_acc: 0.3367, loss_cls: 4.2090, loss: 4.2090, grad_norm: 6.4933 2020-07-25 03:54:00,260 - mmaction - INFO - Epoch [1][960/3757] lr: 1.000e-02, eta: 10 days, 4:20:32, time: 2.510, data_time: 0.009, memory: 5170, top1_acc: 0.1422, top5_acc: 0.3367, loss_cls: 4.2331, loss: 4.2331, grad_norm: 6.5829 2020-07-25 03:54:46,010 - mmaction - INFO - Epoch [1][980/3757] lr: 1.000e-02, eta: 10 days, 4:12:28, time: 2.290, data_time: 0.039, memory: 5170, top1_acc: 0.1516, top5_acc: 0.3609, loss_cls: 4.1586, loss: 4.1586, grad_norm: 6.6262 2020-07-25 03:55:34,158 - mmaction - INFO - Epoch [1][1000/3757] lr: 1.000e-02, eta: 10 days, 4:18:09, time: 2.398, data_time: 0.973, memory: 5170, top1_acc: 0.1414, top5_acc: 0.3375, loss_cls: 4.2481, loss: 4.2481, grad_norm: 6.5647 2020-07-25 03:56:24,837 - mmaction - INFO - Epoch [1][1020/3757] lr: 1.000e-02, eta: 10 days, 4:41:10, time: 2.542, data_time: 1.822, memory: 5170, top1_acc: 0.1453, top5_acc: 0.3672, loss_cls: 4.1235, loss: 4.1235, grad_norm: 6.5408 2020-07-25 03:57:10,646 - mmaction - INFO - Epoch [1][1040/3757] lr: 1.000e-02, eta: 10 days, 4:33:00, time: 2.290, data_time: 1.260, memory: 5170, top1_acc: 0.1555, top5_acc: 0.3672, loss_cls: 4.1178, loss: 4.1178, grad_norm: 6.5239 2020-07-25 03:57:59,810 - mmaction - INFO - Epoch [1][1060/3757] lr: 1.000e-02, eta: 10 days, 4:45:18, time: 2.461, data_time: 0.144, memory: 5170, top1_acc: 0.1555, top5_acc: 0.3563, loss_cls: 4.1890, loss: 4.1890, grad_norm: 6.5615 2020-07-25 03:58:47,573 - mmaction - INFO - Epoch [1][1080/3757] lr: 1.000e-02, eta: 10 days, 4:48:44, time: 2.388, data_time: 1.535, memory: 5170, top1_acc: 0.1336, top5_acc: 0.3320, loss_cls: 4.2316, loss: 4.2316, grad_norm: 6.6227 2020-07-25 03:59:37,611 - mmaction - INFO - Epoch [1][1100/3757] lr: 1.000e-02, eta: 10 days, 5:04:54, time: 2.502, data_time: 1.902, memory: 5170, top1_acc: 0.1500, top5_acc: 0.3508, loss_cls: 4.2124, loss: 4.2124, grad_norm: 6.6773 2020-07-25 04:00:25,865 - mmaction - INFO - Epoch [1][1120/3757] lr: 1.000e-02, eta: 10 days, 5:09:27, time: 2.403, data_time: 1.684, memory: 5170, top1_acc: 0.1648, top5_acc: 0.3859, loss_cls: 4.0555, loss: 4.0555, grad_norm: 6.4935 2020-07-25 04:01:11,606 - mmaction - INFO - Epoch [1][1140/3757] lr: 1.000e-02, eta: 10 days, 5:01:48, time: 2.293, data_time: 1.625, memory: 5170, top1_acc: 0.1453, top5_acc: 0.3570, loss_cls: 4.1880, loss: 4.1880, grad_norm: 6.6818 2020-07-25 04:02:02,414 - mmaction - INFO - Epoch [1][1160/3757] lr: 1.000e-02, eta: 10 days, 5:21:09, time: 2.542, data_time: 1.560, memory: 5170, top1_acc: 0.1531, top5_acc: 0.3469, loss_cls: 4.1403, loss: 4.1403, grad_norm: 6.6590 2020-07-25 04:02:51,293 - mmaction - INFO - Epoch [1][1180/3757] lr: 1.000e-02, eta: 10 days, 5:28:37, time: 2.436, data_time: 1.447, memory: 5170, top1_acc: 0.1484, top5_acc: 0.3555, loss_cls: 4.1802, loss: 4.1802, grad_norm: 6.7467 2020-07-25 04:03:44,180 - mmaction - INFO - Epoch [1][1200/3757] lr: 1.000e-02, eta: 10 days, 5:58:09, time: 2.651, data_time: 1.561, memory: 5170, top1_acc: 0.1469, top5_acc: 0.3492, loss_cls: 4.2283, loss: 4.2283, grad_norm: 6.5546 2020-07-25 04:04:32,382 - mmaction - INFO - Epoch [1][1220/3757] lr: 1.000e-02, eta: 10 days, 6:01:35, time: 2.406, data_time: 1.683, memory: 5170, top1_acc: 0.1602, top5_acc: 0.3688, loss_cls: 4.1274, loss: 4.1274, grad_norm: 6.5002 2020-07-25 04:05:21,824 - mmaction - INFO - Epoch [1][1240/3757] lr: 1.000e-02, eta: 10 days, 6:11:23, time: 2.470, data_time: 1.910, memory: 5170, top1_acc: 0.1562, top5_acc: 0.3758, loss_cls: 4.0985, loss: 4.0985, grad_norm: 6.5637 2020-07-25 04:06:10,528 - mmaction - INFO - Epoch [1][1260/3757] lr: 1.000e-02, eta: 10 days, 6:18:00, time: 2.442, data_time: 1.870, memory: 5170, top1_acc: 0.1508, top5_acc: 0.3688, loss_cls: 4.1161, loss: 4.1161, grad_norm: 6.5491 2020-07-25 04:06:54,519 - mmaction - INFO - Epoch [1][1280/3757] lr: 1.000e-02, eta: 10 days, 6:00:08, time: 2.193, data_time: 1.421, memory: 5170, top1_acc: 0.1672, top5_acc: 0.3797, loss_cls: 4.0671, loss: 4.0671, grad_norm: 6.4962 2020-07-25 04:07:41,635 - mmaction - INFO - Epoch [1][1300/3757] lr: 1.000e-02, eta: 10 days, 5:58:29, time: 2.356, data_time: 1.440, memory: 5170, top1_acc: 0.1477, top5_acc: 0.3805, loss_cls: 4.0811, loss: 4.0811, grad_norm: 6.5604 2020-07-25 04:08:26,740 - mmaction - INFO - Epoch [1][1320/3757] lr: 1.000e-02, eta: 10 days, 5:48:02, time: 2.263, data_time: 0.626, memory: 5170, top1_acc: 0.1766, top5_acc: 0.3992, loss_cls: 4.0104, loss: 4.0104, grad_norm: 6.5913 2020-07-25 04:09:19,516 - mmaction - INFO - Epoch [1][1340/3757] lr: 1.000e-02, eta: 10 days, 6:12:19, time: 2.633, data_time: 0.058, memory: 5170, top1_acc: 0.1734, top5_acc: 0.4039, loss_cls: 3.9923, loss: 3.9923, grad_norm: 6.6200 2020-07-25 04:10:09,587 - mmaction - INFO - Epoch [1][1360/3757] lr: 1.000e-02, eta: 10 days, 6:24:30, time: 2.509, data_time: 0.009, memory: 5170, top1_acc: 0.1883, top5_acc: 0.4414, loss_cls: 3.9204, loss: 3.9204, grad_norm: 6.6029 2020-07-25 04:10:58,133 - mmaction - INFO - Epoch [1][1380/3757] lr: 1.000e-02, eta: 10 days, 6:28:59, time: 2.428, data_time: 0.003, memory: 5170, top1_acc: 0.1672, top5_acc: 0.3812, loss_cls: 4.0658, loss: 4.0658, grad_norm: 6.4617 2020-07-25 04:11:46,868 - mmaction - INFO - Epoch [1][1400/3757] lr: 1.000e-02, eta: 10 days, 6:34:07, time: 2.437, data_time: 0.021, memory: 5170, top1_acc: 0.1625, top5_acc: 0.3984, loss_cls: 4.0306, loss: 4.0306, grad_norm: 6.5075 2020-07-25 04:12:36,726 - mmaction - INFO - Epoch [1][1420/3757] lr: 1.000e-02, eta: 10 days, 6:43:38, time: 2.489, data_time: 0.004, memory: 5170, top1_acc: 0.1742, top5_acc: 0.4031, loss_cls: 3.9707, loss: 3.9707, grad_norm: 6.5576 2020-07-25 04:13:23,153 - mmaction - INFO - Epoch [1][1440/3757] lr: 1.000e-02, eta: 10 days, 6:38:41, time: 2.325, data_time: 0.007, memory: 5170, top1_acc: 0.1898, top5_acc: 0.4219, loss_cls: 3.8927, loss: 3.8927, grad_norm: 6.6667 2020-07-25 04:14:12,549 - mmaction - INFO - Epoch [1][1460/3757] lr: 1.000e-02, eta: 10 days, 6:46:14, time: 2.470, data_time: 0.017, memory: 5170, top1_acc: 0.1680, top5_acc: 0.4250, loss_cls: 3.9239, loss: 3.9239, grad_norm: 6.6566 2020-07-25 04:15:01,709 - mmaction - INFO - Epoch [1][1480/3757] lr: 1.000e-02, eta: 10 days, 6:52:27, time: 2.457, data_time: 0.006, memory: 5170, top1_acc: 0.1859, top5_acc: 0.3937, loss_cls: 4.0015, loss: 4.0015, grad_norm: 6.6540 2020-07-25 04:15:50,074 - mmaction - INFO - Epoch [1][1500/3757] lr: 1.000e-02, eta: 10 days, 6:55:19, time: 2.419, data_time: 0.021, memory: 5170, top1_acc: 0.1711, top5_acc: 0.3977, loss_cls: 4.0187, loss: 4.0187, grad_norm: 6.7135 2020-07-25 04:16:42,306 - mmaction - INFO - Epoch [1][1520/3757] lr: 1.000e-02, eta: 10 days, 7:13:53, time: 2.611, data_time: 0.169, memory: 5170, top1_acc: 0.1930, top5_acc: 0.3969, loss_cls: 3.9882, loss: 3.9882, grad_norm: 6.7424 2020-07-25 04:17:30,225 - mmaction - INFO - Epoch [1][1540/3757] lr: 1.000e-02, eta: 10 days, 7:14:29, time: 2.396, data_time: 0.198, memory: 5170, top1_acc: 0.1703, top5_acc: 0.3867, loss_cls: 4.0548, loss: 4.0548, grad_norm: 6.6496 2020-07-25 04:18:21,836 - mmaction - INFO - Epoch [1][1560/3757] lr: 1.000e-02, eta: 10 days, 7:29:39, time: 2.578, data_time: 0.008, memory: 5170, top1_acc: 0.1859, top5_acc: 0.4125, loss_cls: 3.8551, loss: 3.8551, grad_norm: 6.5476 2020-07-25 04:19:07,819 - mmaction - INFO - Epoch [1][1580/3757] lr: 1.000e-02, eta: 10 days, 7:22:33, time: 2.302, data_time: 0.009, memory: 5170, top1_acc: 0.1789, top5_acc: 0.4055, loss_cls: 3.9268, loss: 3.9268, grad_norm: 6.6888 2020-07-25 04:19:53,323 - mmaction - INFO - Epoch [1][1600/3757] lr: 1.000e-02, eta: 10 days, 7:13:01, time: 2.268, data_time: 0.004, memory: 5170, top1_acc: 0.1750, top5_acc: 0.4219, loss_cls: 3.8748, loss: 3.8748, grad_norm: 6.6681 2020-07-25 04:20:40,132 - mmaction - INFO - Epoch [1][1620/3757] lr: 1.000e-02, eta: 10 days, 7:09:49, time: 2.348, data_time: 0.035, memory: 5170, top1_acc: 0.1805, top5_acc: 0.4164, loss_cls: 3.9031, loss: 3.9031, grad_norm: 6.6463 2020-07-25 04:21:28,778 - mmaction - INFO - Epoch [1][1640/3757] lr: 1.000e-02, eta: 10 days, 7:12:49, time: 2.429, data_time: 0.241, memory: 5170, top1_acc: 0.1758, top5_acc: 0.4078, loss_cls: 3.9691, loss: 3.9691, grad_norm: 6.7240 2020-07-25 04:22:17,546 - mmaction - INFO - Epoch [1][1660/3757] lr: 1.000e-02, eta: 10 days, 7:16:33, time: 2.439, data_time: 0.624, memory: 5170, top1_acc: 0.1969, top5_acc: 0.4141, loss_cls: 3.9053, loss: 3.9053, grad_norm: 6.6185 2020-07-25 04:23:04,769 - mmaction - INFO - Epoch [1][1680/3757] lr: 1.000e-02, eta: 10 days, 7:14:00, time: 2.356, data_time: 0.106, memory: 5170, top1_acc: 0.1797, top5_acc: 0.4219, loss_cls: 3.9622, loss: 3.9622, grad_norm: 6.7352 2020-07-25 04:23:51,216 - mmaction - INFO - Epoch [1][1700/3757] lr: 1.000e-02, eta: 10 days, 7:09:34, time: 2.330, data_time: 0.010, memory: 5170, top1_acc: 0.1859, top5_acc: 0.4141, loss_cls: 3.9693, loss: 3.9693, grad_norm: 6.7087 2020-07-25 04:24:40,204 - mmaction - INFO - Epoch [1][1720/3757] lr: 1.000e-02, eta: 10 days, 7:13:32, time: 2.445, data_time: 0.003, memory: 5170, top1_acc: 0.1906, top5_acc: 0.4062, loss_cls: 3.9225, loss: 3.9225, grad_norm: 6.5212 2020-07-25 04:25:29,419 - mmaction - INFO - Epoch [1][1740/3757] lr: 1.000e-02, eta: 10 days, 7:18:47, time: 2.464, data_time: 0.007, memory: 5170, top1_acc: 0.2016, top5_acc: 0.4211, loss_cls: 3.8756, loss: 3.8756, grad_norm: 6.3992 2020-07-25 04:26:15,231 - mmaction - INFO - Epoch [1][1760/3757] lr: 1.000e-02, eta: 10 days, 7:11:39, time: 2.291, data_time: 0.003, memory: 5170, top1_acc: 0.2039, top5_acc: 0.4336, loss_cls: 3.8219, loss: 3.8219, grad_norm: 6.6000 2020-07-25 04:27:05,314 - mmaction - INFO - Epoch [1][1780/3757] lr: 1.000e-02, eta: 10 days, 7:19:04, time: 2.497, data_time: 0.007, memory: 5170, top1_acc: 0.1984, top5_acc: 0.4102, loss_cls: 3.9124, loss: 3.9124, grad_norm: 6.7199 2020-07-25 04:27:56,046 - mmaction - INFO - Epoch [1][1800/3757] lr: 1.000e-02, eta: 10 days, 7:29:31, time: 2.543, data_time: 0.009, memory: 5170, top1_acc: 0.1930, top5_acc: 0.4273, loss_cls: 3.8954, loss: 3.8954, grad_norm: 6.6765 2020-07-25 04:28:43,996 - mmaction - INFO - Epoch [1][1820/3757] lr: 1.000e-02, eta: 10 days, 7:29:37, time: 2.396, data_time: 0.004, memory: 5170, top1_acc: 0.1891, top5_acc: 0.4391, loss_cls: 3.8246, loss: 3.8246, grad_norm: 6.7327 2020-07-25 04:29:35,146 - mmaction - INFO - Epoch [1][1840/3757] lr: 1.000e-02, eta: 10 days, 7:40:42, time: 2.558, data_time: 0.009, memory: 5170, top1_acc: 0.1883, top5_acc: 0.4445, loss_cls: 3.8245, loss: 3.8245, grad_norm: 6.5957 2020-07-25 04:30:19,982 - mmaction - INFO - Epoch [1][1860/3757] lr: 1.000e-02, eta: 10 days, 7:30:08, time: 2.239, data_time: 0.009, memory: 5170, top1_acc: 0.1680, top5_acc: 0.4211, loss_cls: 3.9032, loss: 3.9032, grad_norm: 6.6895 2020-07-25 04:31:08,947 - mmaction - INFO - Epoch [1][1880/3757] lr: 1.000e-02, eta: 10 days, 7:33:46, time: 2.450, data_time: 0.099, memory: 5170, top1_acc: 0.1906, top5_acc: 0.4047, loss_cls: 3.9439, loss: 3.9439, grad_norm: 6.4896 2020-07-25 04:31:59,397 - mmaction - INFO - Epoch [1][1900/3757] lr: 1.000e-02, eta: 10 days, 7:41:38, time: 2.516, data_time: 0.012, memory: 5170, top1_acc: 0.1930, top5_acc: 0.4430, loss_cls: 3.8339, loss: 3.8339, grad_norm: 6.4737 2020-07-25 04:32:45,984 - mmaction - INFO - Epoch [1][1920/3757] lr: 1.000e-02, eta: 10 days, 7:37:27, time: 2.333, data_time: 0.010, memory: 5170, top1_acc: 0.1922, top5_acc: 0.4188, loss_cls: 3.9001, loss: 3.9001, grad_norm: 6.5084 2020-07-25 04:33:31,602 - mmaction - INFO - Epoch [1][1940/3757] lr: 1.000e-02, eta: 10 days, 7:29:49, time: 2.278, data_time: 0.010, memory: 5170, top1_acc: 0.2188, top5_acc: 0.4625, loss_cls: 3.7475, loss: 3.7475, grad_norm: 6.5295 2020-07-25 04:34:20,302 - mmaction - INFO - Epoch [1][1960/3757] lr: 1.000e-02, eta: 10 days, 7:32:40, time: 2.441, data_time: 0.010, memory: 5170, top1_acc: 0.1844, top5_acc: 0.4078, loss_cls: 3.9138, loss: 3.9138, grad_norm: 6.6389 2020-07-25 04:35:08,982 - mmaction - INFO - Epoch [1][1980/3757] lr: 1.000e-02, eta: 10 days, 7:34:58, time: 2.434, data_time: 0.002, memory: 5170, top1_acc: 0.1953, top5_acc: 0.4320, loss_cls: 3.8397, loss: 3.8397, grad_norm: 6.5223 2020-07-25 04:35:57,213 - mmaction - INFO - Epoch [1][2000/3757] lr: 1.000e-02, eta: 10 days, 7:35:52, time: 2.412, data_time: 0.003, memory: 5170, top1_acc: 0.1844, top5_acc: 0.4008, loss_cls: 3.9454, loss: 3.9454, grad_norm: 6.5160 2020-07-25 04:36:47,090 - mmaction - INFO - Epoch [1][2020/3757] lr: 1.000e-02, eta: 10 days, 7:41:33, time: 2.490, data_time: 0.014, memory: 5170, top1_acc: 0.2180, top5_acc: 0.4672, loss_cls: 3.7298, loss: 3.7298, grad_norm: 6.5074 2020-07-25 04:37:32,553 - mmaction - INFO - Epoch [1][2040/3757] lr: 1.000e-02, eta: 10 days, 7:33:33, time: 2.268, data_time: 0.033, memory: 5170, top1_acc: 0.1891, top5_acc: 0.4117, loss_cls: 3.8406, loss: 3.8406, grad_norm: 6.6235 2020-07-25 04:38:19,974 - mmaction - INFO - Epoch [1][2060/3757] lr: 1.000e-02, eta: 10 days, 7:32:23, time: 2.379, data_time: 0.017, memory: 5170, top1_acc: 0.2031, top5_acc: 0.4352, loss_cls: 3.8651, loss: 3.8651, grad_norm: 6.5256 2020-07-25 04:39:05,247 - mmaction - INFO - Epoch [1][2080/3757] lr: 1.000e-02, eta: 10 days, 7:24:00, time: 2.258, data_time: 0.007, memory: 5170, top1_acc: 0.1945, top5_acc: 0.4305, loss_cls: 3.8314, loss: 3.8314, grad_norm: 6.6679 2020-07-25 04:39:56,631 - mmaction - INFO - Epoch [1][2100/3757] lr: 1.000e-02, eta: 10 days, 7:34:28, time: 2.574, data_time: 0.310, memory: 5170, top1_acc: 0.1891, top5_acc: 0.4445, loss_cls: 3.8507, loss: 3.8507, grad_norm: 6.5700 2020-07-25 04:40:47,676 - mmaction - INFO - Epoch [1][2120/3757] lr: 1.000e-02, eta: 10 days, 7:43:06, time: 2.546, data_time: 1.591, memory: 5170, top1_acc: 0.1961, top5_acc: 0.4328, loss_cls: 3.8433, loss: 3.8433, grad_norm: 6.4432 2020-07-25 04:41:30,834 - mmaction - INFO - Epoch [1][2140/3757] lr: 1.000e-02, eta: 10 days, 7:29:20, time: 2.164, data_time: 1.408, memory: 5170, top1_acc: 0.2094, top5_acc: 0.4648, loss_cls: 3.6723, loss: 3.6723, grad_norm: 6.4705 2020-07-25 04:42:15,861 - mmaction - INFO - Epoch [1][2160/3757] lr: 1.000e-02, eta: 10 days, 7:20:41, time: 2.249, data_time: 0.086, memory: 5170, top1_acc: 0.2062, top5_acc: 0.4523, loss_cls: 3.7181, loss: 3.7181, grad_norm: 6.5396 2020-07-25 04:43:07,246 - mmaction - INFO - Epoch [1][2180/3757] lr: 1.000e-02, eta: 10 days, 7:30:41, time: 2.573, data_time: 0.006, memory: 5170, top1_acc: 0.2039, top5_acc: 0.4313, loss_cls: 3.8192, loss: 3.8192, grad_norm: 6.3740 2020-07-25 04:43:53,905 - mmaction - INFO - Epoch [1][2200/3757] lr: 1.000e-02, eta: 10 days, 7:26:49, time: 2.331, data_time: 0.008, memory: 5170, top1_acc: 0.2070, top5_acc: 0.4406, loss_cls: 3.8473, loss: 3.8473, grad_norm: 6.3912 2020-07-25 04:44:40,231 - mmaction - INFO - Epoch [1][2220/3757] lr: 1.000e-02, eta: 10 days, 7:22:15, time: 2.318, data_time: 0.007, memory: 5170, top1_acc: 0.2055, top5_acc: 0.4555, loss_cls: 3.7301, loss: 3.7301, grad_norm: 6.3526 2020-07-25 04:45:26,679 - mmaction - INFO - Epoch [1][2240/3757] lr: 1.000e-02, eta: 10 days, 7:17:38, time: 2.315, data_time: 0.008, memory: 5170, top1_acc: 0.1945, top5_acc: 0.4328, loss_cls: 3.7942, loss: 3.7942, grad_norm: 6.4400 2020-07-25 04:46:15,547 - mmaction - INFO - Epoch [1][2260/3757] lr: 1.000e-02, eta: 10 days, 7:20:30, time: 2.450, data_time: 0.009, memory: 5170, top1_acc: 0.2234, top5_acc: 0.4602, loss_cls: 3.7689, loss: 3.7689, grad_norm: 6.6991 2020-07-25 04:47:04,187 - mmaction - INFO - Epoch [1][2280/3757] lr: 1.000e-02, eta: 10 days, 7:22:04, time: 2.428, data_time: 0.008, memory: 5170, top1_acc: 0.2273, top5_acc: 0.4578, loss_cls: 3.6817, loss: 3.6817, grad_norm: 6.5195 2020-07-25 04:47:52,877 - mmaction - INFO - Epoch [1][2300/3757] lr: 1.000e-02, eta: 10 days, 7:24:09, time: 2.438, data_time: 0.009, memory: 5170, top1_acc: 0.2008, top5_acc: 0.4414, loss_cls: 3.7978, loss: 3.7978, grad_norm: 6.5773 2020-07-25 04:48:35,876 - mmaction - INFO - Epoch [1][2320/3757] lr: 1.000e-02, eta: 10 days, 7:10:34, time: 2.147, data_time: 0.008, memory: 5170, top1_acc: 0.2039, top5_acc: 0.4383, loss_cls: 3.7485, loss: 3.7485, grad_norm: 6.7209 2020-07-25 04:49:23,783 - mmaction - INFO - Epoch [1][2340/3757] lr: 1.000e-02, eta: 10 days, 7:10:38, time: 2.399, data_time: 0.015, memory: 5170, top1_acc: 0.1977, top5_acc: 0.4555, loss_cls: 3.7155, loss: 3.7155, grad_norm: 6.5286 2020-07-25 04:50:08,427 - mmaction - INFO - Epoch [1][2360/3757] lr: 1.000e-02, eta: 10 days, 7:01:49, time: 2.231, data_time: 0.003, memory: 5170, top1_acc: 0.2078, top5_acc: 0.4539, loss_cls: 3.7617, loss: 3.7617, grad_norm: 6.5824 2020-07-25 04:50:57,573 - mmaction - INFO - Epoch [1][2380/3757] lr: 1.000e-02, eta: 10 days, 7:05:00, time: 2.458, data_time: 0.009, memory: 5170, top1_acc: 0.2156, top5_acc: 0.4445, loss_cls: 3.7129, loss: 3.7129, grad_norm: 6.3800 2020-07-25 04:51:45,173 - mmaction - INFO - Epoch [1][2400/3757] lr: 1.000e-02, eta: 10 days, 7:04:04, time: 2.380, data_time: 0.039, memory: 5170, top1_acc: 0.2211, top5_acc: 0.4367, loss_cls: 3.7476, loss: 3.7476, grad_norm: 6.6871 2020-07-25 04:52:31,586 - mmaction - INFO - Epoch [1][2420/3757] lr: 1.000e-02, eta: 10 days, 6:59:43, time: 2.313, data_time: 0.007, memory: 5170, top1_acc: 0.2141, top5_acc: 0.4414, loss_cls: 3.7535, loss: 3.7535, grad_norm: 6.4895 2020-07-25 04:53:21,918 - mmaction - INFO - Epoch [1][2440/3757] lr: 1.000e-02, eta: 10 days, 7:06:01, time: 2.521, data_time: 0.009, memory: 5170, top1_acc: 0.2250, top5_acc: 0.4641, loss_cls: 3.7324, loss: 3.7324, grad_norm: 6.4506 2020-07-25 04:54:04,510 - mmaction - INFO - Epoch [1][2460/3757] lr: 1.000e-02, eta: 10 days, 6:52:29, time: 2.132, data_time: 0.009, memory: 5170, top1_acc: 0.2141, top5_acc: 0.4633, loss_cls: 3.7397, loss: 3.7397, grad_norm: 6.5944 2020-07-25 04:54:51,090 - mmaction - INFO - Epoch [1][2480/3757] lr: 1.000e-02, eta: 10 days, 6:48:54, time: 2.325, data_time: 0.003, memory: 5170, top1_acc: 0.2258, top5_acc: 0.4492, loss_cls: 3.7597, loss: 3.7597, grad_norm: 6.5118 2020-07-25 04:55:41,377 - mmaction - INFO - Epoch [1][2500/3757] lr: 1.000e-02, eta: 10 days, 6:54:38, time: 2.512, data_time: 0.007, memory: 5170, top1_acc: 0.2227, top5_acc: 0.4773, loss_cls: 3.6886, loss: 3.6886, grad_norm: 6.4292 2020-07-25 04:56:29,585 - mmaction - INFO - Epoch [1][2520/3757] lr: 1.000e-02, eta: 10 days, 6:55:35, time: 2.417, data_time: 0.009, memory: 5170, top1_acc: 0.2406, top5_acc: 0.4750, loss_cls: 3.5802, loss: 3.5802, grad_norm: 6.3475 2020-07-25 04:57:14,336 - mmaction - INFO - Epoch [1][2540/3757] lr: 1.000e-02, eta: 10 days, 6:47:43, time: 2.238, data_time: 0.004, memory: 5170, top1_acc: 0.2344, top5_acc: 0.4664, loss_cls: 3.6808, loss: 3.6808, grad_norm: 6.4977 2020-07-25 04:57:59,991 - mmaction - INFO - Epoch [1][2560/3757] lr: 1.000e-02, eta: 10 days, 6:42:07, time: 2.282, data_time: 0.002, memory: 5170, top1_acc: 0.2039, top5_acc: 0.4562, loss_cls: 3.7178, loss: 3.7178, grad_norm: 6.4752 2020-07-25 04:58:43,629 - mmaction - INFO - Epoch [1][2580/3757] lr: 1.000e-02, eta: 10 days, 6:31:44, time: 2.181, data_time: 0.007, memory: 5170, top1_acc: 0.2344, top5_acc: 0.4727, loss_cls: 3.6018, loss: 3.6018, grad_norm: 6.4148 2020-07-25 04:59:31,587 - mmaction - INFO - Epoch [1][2600/3757] lr: 1.000e-02, eta: 10 days, 6:31:55, time: 2.399, data_time: 0.003, memory: 5170, top1_acc: 0.2203, top5_acc: 0.4508, loss_cls: 3.7386, loss: 3.7386, grad_norm: 6.6207 2020-07-25 05:00:19,403 - mmaction - INFO - Epoch [1][2620/3757] lr: 1.000e-02, eta: 10 days, 6:31:17, time: 2.382, data_time: 0.047, memory: 5170, top1_acc: 0.2250, top5_acc: 0.4648, loss_cls: 3.6672, loss: 3.6672, grad_norm: 6.5944 2020-07-25 05:01:10,038 - mmaction - INFO - Epoch [1][2640/3757] lr: 1.000e-02, eta: 10 days, 6:37:32, time: 2.528, data_time: 0.014, memory: 5170, top1_acc: 0.2242, top5_acc: 0.4633, loss_cls: 3.7868, loss: 3.7868, grad_norm: 6.5315 2020-07-25 05:01:54,417 - mmaction - INFO - Epoch [1][2660/3757] lr: 1.000e-02, eta: 10 days, 6:29:41, time: 2.229, data_time: 0.055, memory: 5170, top1_acc: 0.2070, top5_acc: 0.4547, loss_cls: 3.7589, loss: 3.7589, grad_norm: 6.4932 2020-07-25 05:02:40,989 - mmaction - INFO - Epoch [1][2680/3757] lr: 1.000e-02, eta: 10 days, 6:26:16, time: 2.322, data_time: 0.011, memory: 5170, top1_acc: 0.2156, top5_acc: 0.4609, loss_cls: 3.7390, loss: 3.7390, grad_norm: 6.3394 2020-07-25 05:03:27,290 - mmaction - INFO - Epoch [1][2700/3757] lr: 1.000e-02, eta: 10 days, 6:22:57, time: 2.323, data_time: 0.011, memory: 5170, top1_acc: 0.2398, top5_acc: 0.4641, loss_cls: 3.6748, loss: 3.6748, grad_norm: 6.4581 2020-07-25 05:04:16,177 - mmaction - INFO - Epoch [1][2720/3757] lr: 1.000e-02, eta: 10 days, 6:25:01, time: 2.441, data_time: 0.007, memory: 5170, top1_acc: 0.2133, top5_acc: 0.4492, loss_cls: 3.6937, loss: 3.6937, grad_norm: 6.3571 2020-07-25 05:05:02,091 - mmaction - INFO - Epoch [1][2740/3757] lr: 1.000e-02, eta: 10 days, 6:20:27, time: 2.295, data_time: 0.008, memory: 5170, top1_acc: 0.2500, top5_acc: 0.4781, loss_cls: 3.5299, loss: 3.5299, grad_norm: 6.2297 2020-07-25 05:05:45,935 - mmaction - INFO - Epoch [1][2760/3757] lr: 1.000e-02, eta: 10 days, 6:11:23, time: 2.194, data_time: 0.006, memory: 5170, top1_acc: 0.2305, top5_acc: 0.4820, loss_cls: 3.5964, loss: 3.5964, grad_norm: 6.3416 2020-07-25 05:06:33,003 - mmaction - INFO - Epoch [1][2780/3757] lr: 1.000e-02, eta: 10 days, 6:09:40, time: 2.356, data_time: 0.010, memory: 5170, top1_acc: 0.2258, top5_acc: 0.4766, loss_cls: 3.6638, loss: 3.6638, grad_norm: 6.3987 2020-07-25 05:07:19,831 - mmaction - INFO - Epoch [1][2800/3757] lr: 1.000e-02, eta: 10 days, 6:07:20, time: 2.342, data_time: 0.002, memory: 5170, top1_acc: 0.2234, top5_acc: 0.4555, loss_cls: 3.6956, loss: 3.6956, grad_norm: 6.4627 2020-07-25 05:08:01,814 - mmaction - INFO - Epoch [1][2820/3757] lr: 1.000e-02, eta: 10 days, 5:54:05, time: 2.094, data_time: 0.006, memory: 5170, top1_acc: 0.2203, top5_acc: 0.4539, loss_cls: 3.7052, loss: 3.7052, grad_norm: 6.3611 2020-07-25 05:08:45,536 - mmaction - INFO - Epoch [1][2840/3757] lr: 1.000e-02, eta: 10 days, 5:45:15, time: 2.190, data_time: 0.153, memory: 5170, top1_acc: 0.2445, top5_acc: 0.4859, loss_cls: 3.5030, loss: 3.5030, grad_norm: 6.2946 2020-07-25 05:09:32,557 - mmaction - INFO - Epoch [1][2860/3757] lr: 1.000e-02, eta: 10 days, 5:43:09, time: 2.343, data_time: 0.450, memory: 5170, top1_acc: 0.2234, top5_acc: 0.4586, loss_cls: 3.6867, loss: 3.6867, grad_norm: 6.5355 2020-07-25 05:10:18,682 - mmaction - INFO - Epoch [1][2880/3757] lr: 1.000e-02, eta: 10 days, 5:39:53, time: 2.315, data_time: 0.169, memory: 5170, top1_acc: 0.2328, top5_acc: 0.4844, loss_cls: 3.6275, loss: 3.6275, grad_norm: 6.5217 2020-07-25 05:11:05,024 - mmaction - INFO - Epoch [1][2900/3757] lr: 1.000e-02, eta: 10 days, 5:36:35, time: 2.314, data_time: 0.026, memory: 5170, top1_acc: 0.2297, top5_acc: 0.4680, loss_cls: 3.6478, loss: 3.6478, grad_norm: 6.3821 2020-07-25 05:11:51,007 - mmaction - INFO - Epoch [1][2920/3757] lr: 1.000e-02, eta: 10 days, 5:32:51, time: 2.303, data_time: 0.106, memory: 5170, top1_acc: 0.2336, top5_acc: 0.4828, loss_cls: 3.6337, loss: 3.6337, grad_norm: 6.6010 2020-07-25 05:12:37,539 - mmaction - INFO - Epoch [1][2940/3757] lr: 1.000e-02, eta: 10 days, 5:29:53, time: 2.320, data_time: 0.113, memory: 5170, top1_acc: 0.2313, top5_acc: 0.4922, loss_cls: 3.6185, loss: 3.6185, grad_norm: 6.4201 2020-07-25 05:13:24,687 - mmaction - INFO - Epoch [1][2960/3757] lr: 1.000e-02, eta: 10 days, 5:28:41, time: 2.361, data_time: 0.024, memory: 5170, top1_acc: 0.2445, top5_acc: 0.4922, loss_cls: 3.6378, loss: 3.6378, grad_norm: 6.3785 2020-07-25 05:14:06,134 - mmaction - INFO - Epoch [1][2980/3757] lr: 1.000e-02, eta: 10 days, 5:15:30, time: 2.074, data_time: 0.264, memory: 5170, top1_acc: 0.2164, top5_acc: 0.4398, loss_cls: 3.7512, loss: 3.7512, grad_norm: 6.3716 2020-07-25 05:14:51,622 - mmaction - INFO - Epoch [1][3000/3757] lr: 1.000e-02, eta: 10 days, 5:10:52, time: 2.276, data_time: 0.874, memory: 5170, top1_acc: 0.2445, top5_acc: 0.4688, loss_cls: 3.5995, loss: 3.5995, grad_norm: 6.3331 2020-07-25 05:15:36,903 - mmaction - INFO - Epoch [1][3020/3757] lr: 1.000e-02, eta: 10 days, 5:05:45, time: 2.263, data_time: 0.473, memory: 5170, top1_acc: 0.2414, top5_acc: 0.4477, loss_cls: 3.6940, loss: 3.6940, grad_norm: 6.4273 2020-07-25 05:16:23,513 - mmaction - INFO - Epoch [1][3040/3757] lr: 1.000e-02, eta: 10 days, 5:03:26, time: 2.330, data_time: 0.410, memory: 5170, top1_acc: 0.2313, top5_acc: 0.4844, loss_cls: 3.6040, loss: 3.6040, grad_norm: 6.4749 2020-07-25 05:17:11,207 - mmaction - INFO - Epoch [1][3060/3757] lr: 1.000e-02, eta: 10 days, 5:03:12, time: 2.381, data_time: 0.008, memory: 5170, top1_acc: 0.2305, top5_acc: 0.4797, loss_cls: 3.5915, loss: 3.5915, grad_norm: 6.3656 2020-07-25 05:17:54,400 - mmaction - INFO - Epoch [1][3080/3757] lr: 1.000e-02, eta: 10 days, 4:53:55, time: 2.157, data_time: 0.008, memory: 5170, top1_acc: 0.2234, top5_acc: 0.4578, loss_cls: 3.6618, loss: 3.6618, grad_norm: 6.5585 2020-07-25 05:18:42,676 - mmaction - INFO - Epoch [1][3100/3757] lr: 1.000e-02, eta: 10 days, 4:55:23, time: 2.422, data_time: 0.011, memory: 5170, top1_acc: 0.2258, top5_acc: 0.4547, loss_cls: 3.6557, loss: 3.6557, grad_norm: 6.4747 2020-07-25 05:19:27,369 - mmaction - INFO - Epoch [1][3120/3757] lr: 1.000e-02, eta: 10 days, 4:49:03, time: 2.227, data_time: 0.007, memory: 5170, top1_acc: 0.2375, top5_acc: 0.4789, loss_cls: 3.6019, loss: 3.6019, grad_norm: 6.4365 2020-07-25 05:20:14,484 - mmaction - INFO - Epoch [1][3140/3757] lr: 1.000e-02, eta: 10 days, 4:48:00, time: 2.359, data_time: 0.159, memory: 5170, top1_acc: 0.2305, top5_acc: 0.4789, loss_cls: 3.6282, loss: 3.6282, grad_norm: 6.4276 2020-07-25 05:21:01,621 - mmaction - INFO - Epoch [1][3160/3757] lr: 1.000e-02, eta: 10 days, 4:46:41, time: 2.352, data_time: 0.007, memory: 5170, top1_acc: 0.2531, top5_acc: 0.5203, loss_cls: 3.4123, loss: 3.4123, grad_norm: 6.3300 2020-07-25 05:21:46,342 - mmaction - INFO - Epoch [1][3180/3757] lr: 1.000e-02, eta: 10 days, 4:41:11, time: 2.244, data_time: 0.012, memory: 5170, top1_acc: 0.2320, top5_acc: 0.4828, loss_cls: 3.5730, loss: 3.5730, grad_norm: 6.4244 2020-07-25 05:22:29,891 - mmaction - INFO - Epoch [1][3200/3757] lr: 1.000e-02, eta: 10 days, 4:32:50, time: 2.170, data_time: 0.562, memory: 5170, top1_acc: 0.2258, top5_acc: 0.4656, loss_cls: 3.6530, loss: 3.6530, grad_norm: 6.4270 2020-07-25 05:23:14,515 - mmaction - INFO - Epoch [1][3220/3757] lr: 1.000e-02, eta: 10 days, 4:27:15, time: 2.239, data_time: 1.456, memory: 5170, top1_acc: 0.2703, top5_acc: 0.4922, loss_cls: 3.5521, loss: 3.5521, grad_norm: 6.3891 2020-07-25 05:24:01,366 - mmaction - INFO - Epoch [1][3240/3757] lr: 1.000e-02, eta: 10 days, 4:25:39, time: 2.342, data_time: 1.793, memory: 5170, top1_acc: 0.2273, top5_acc: 0.4727, loss_cls: 3.6047, loss: 3.6047, grad_norm: 6.6583 2020-07-25 05:24:48,135 - mmaction - INFO - Epoch [1][3260/3757] lr: 1.000e-02, eta: 10 days, 4:23:43, time: 2.332, data_time: 1.757, memory: 5170, top1_acc: 0.2461, top5_acc: 0.4969, loss_cls: 3.5945, loss: 3.5945, grad_norm: 6.5237 2020-07-25 05:25:31,749 - mmaction - INFO - Epoch [1][3280/3757] lr: 1.000e-02, eta: 10 days, 4:16:01, time: 2.180, data_time: 1.303, memory: 5170, top1_acc: 0.2367, top5_acc: 0.4688, loss_cls: 3.6150, loss: 3.6150, grad_norm: 6.2934 2020-07-25 05:26:16,079 - mmaction - INFO - Epoch [1][3300/3757] lr: 1.000e-02, eta: 10 days, 4:09:52, time: 2.219, data_time: 0.392, memory: 5170, top1_acc: 0.2430, top5_acc: 0.5070, loss_cls: 3.5165, loss: 3.5165, grad_norm: 6.3375 2020-07-25 05:27:02,676 - mmaction - INFO - Epoch [1][3320/3757] lr: 1.000e-02, eta: 10 days, 4:08:06, time: 2.334, data_time: 0.992, memory: 5170, top1_acc: 0.2523, top5_acc: 0.5250, loss_cls: 3.4382, loss: 3.4382, grad_norm: 6.4617 2020-07-25 05:27:47,387 - mmaction - INFO - Epoch [1][3340/3757] lr: 1.000e-02, eta: 10 days, 4:02:30, time: 2.230, data_time: 1.240, memory: 5170, top1_acc: 0.2391, top5_acc: 0.4938, loss_cls: 3.5572, loss: 3.5572, grad_norm: 6.4208 2020-07-25 05:28:33,681 - mmaction - INFO - Epoch [1][3360/3757] lr: 1.000e-02, eta: 10 days, 4:00:17, time: 2.321, data_time: 1.577, memory: 5170, top1_acc: 0.2406, top5_acc: 0.4852, loss_cls: 3.5403, loss: 3.5403, grad_norm: 6.2233 2020-07-25 05:29:16,471 - mmaction - INFO - Epoch [1][3380/3757] lr: 1.000e-02, eta: 10 days, 3:51:22, time: 2.138, data_time: 1.251, memory: 5170, top1_acc: 0.2750, top5_acc: 0.5305, loss_cls: 3.3773, loss: 3.3773, grad_norm: 6.2020 2020-07-25 05:30:05,329 - mmaction - INFO - Epoch [1][3400/3757] lr: 1.000e-02, eta: 10 days, 3:53:46, time: 2.445, data_time: 0.660, memory: 5170, top1_acc: 0.2461, top5_acc: 0.4836, loss_cls: 3.6293, loss: 3.6293, grad_norm: 6.5493 2020-07-25 05:30:53,958 - mmaction - INFO - Epoch [1][3420/3757] lr: 1.000e-02, eta: 10 days, 3:55:38, time: 2.431, data_time: 0.002, memory: 5170, top1_acc: 0.2461, top5_acc: 0.4867, loss_cls: 3.5401, loss: 3.5401, grad_norm: 6.5150 2020-07-25 05:31:37,206 - mmaction - INFO - Epoch [1][3440/3757] lr: 1.000e-02, eta: 10 days, 3:47:44, time: 2.162, data_time: 0.040, memory: 5170, top1_acc: 0.2453, top5_acc: 0.4695, loss_cls: 3.5873, loss: 3.5873, grad_norm: 6.4683 2020-07-25 05:32:17,436 - mmaction - INFO - Epoch [1][3460/3757] lr: 1.000e-02, eta: 10 days, 3:34:30, time: 2.011, data_time: 0.440, memory: 5170, top1_acc: 0.2391, top5_acc: 0.4859, loss_cls: 3.5707, loss: 3.5707, grad_norm: 6.4293 2020-07-25 05:33:03,081 - mmaction - INFO - Epoch [1][3480/3757] lr: 1.000e-02, eta: 10 days, 3:31:05, time: 2.282, data_time: 0.514, memory: 5170, top1_acc: 0.2672, top5_acc: 0.5086, loss_cls: 3.4795, loss: 3.4795, grad_norm: 6.4012 2020-07-25 05:33:49,902 - mmaction - INFO - Epoch [1][3500/3757] lr: 1.000e-02, eta: 10 days, 3:29:52, time: 2.343, data_time: 0.131, memory: 5170, top1_acc: 0.2422, top5_acc: 0.4977, loss_cls: 3.5113, loss: 3.5113, grad_norm: 6.4322 2020-07-25 05:34:35,111 - mmaction - INFO - Epoch [1][3520/3757] lr: 1.000e-02, eta: 10 days, 3:25:30, time: 2.254, data_time: 0.026, memory: 5170, top1_acc: 0.2477, top5_acc: 0.4875, loss_cls: 3.5213, loss: 3.5213, grad_norm: 6.2897 2020-07-25 05:35:20,880 - mmaction - INFO - Epoch [1][3540/3757] lr: 1.000e-02, eta: 10 days, 3:22:26, time: 2.290, data_time: 0.023, memory: 5170, top1_acc: 0.2594, top5_acc: 0.4867, loss_cls: 3.4771, loss: 3.4771, grad_norm: 6.4104 2020-07-25 05:36:03,195 - mmaction - INFO - Epoch [1][3560/3757] lr: 1.000e-02, eta: 10 days, 3:13:31, time: 2.120, data_time: 0.010, memory: 5170, top1_acc: 0.2422, top5_acc: 0.4875, loss_cls: 3.5343, loss: 3.5343, grad_norm: 6.2847 2020-07-25 05:36:45,862 - mmaction - INFO - Epoch [1][3580/3757] lr: 1.000e-02, eta: 10 days, 3:05:09, time: 2.134, data_time: 0.004, memory: 5170, top1_acc: 0.2469, top5_acc: 0.4914, loss_cls: 3.4902, loss: 3.4902, grad_norm: 6.4293 2020-07-25 05:37:31,980 - mmaction - INFO - Epoch [1][3600/3757] lr: 1.000e-02, eta: 10 days, 3:02:47, time: 2.306, data_time: 0.010, memory: 5170, top1_acc: 0.2594, top5_acc: 0.5156, loss_cls: 3.4191, loss: 3.4191, grad_norm: 6.3982 2020-07-25 05:38:17,965 - mmaction - INFO - Epoch [1][3620/3757] lr: 1.000e-02, eta: 10 days, 3:00:12, time: 2.299, data_time: 0.003, memory: 5170, top1_acc: 0.2352, top5_acc: 0.4984, loss_cls: 3.5166, loss: 3.5166, grad_norm: 6.6234 2020-07-25 05:39:04,549 - mmaction - INFO - Epoch [1][3640/3757] lr: 1.000e-02, eta: 10 days, 2:58:40, time: 2.329, data_time: 0.008, memory: 5170, top1_acc: 0.2336, top5_acc: 0.5023, loss_cls: 3.5414, loss: 3.5414, grad_norm: 6.5030 2020-07-25 05:39:46,183 - mmaction - INFO - Epoch [1][3660/3757] lr: 1.000e-02, eta: 10 days, 2:48:45, time: 2.081, data_time: 0.002, memory: 5170, top1_acc: 0.2336, top5_acc: 0.4875, loss_cls: 3.5461, loss: 3.5461, grad_norm: 6.5241 2020-07-25 05:40:29,608 - mmaction - INFO - Epoch [1][3680/3757] lr: 1.000e-02, eta: 10 days, 2:41:50, time: 2.168, data_time: 0.008, memory: 5170, top1_acc: 0.2523, top5_acc: 0.5039, loss_cls: 3.4887, loss: 3.4887, grad_norm: 6.4458 2020-07-25 05:41:16,818 - mmaction - INFO - Epoch [1][3700/3757] lr: 1.000e-02, eta: 10 days, 2:41:36, time: 2.365, data_time: 0.009, memory: 5170, top1_acc: 0.2516, top5_acc: 0.5016, loss_cls: 3.5116, loss: 3.5116, grad_norm: 6.4236 2020-07-25 05:41:59,979 - mmaction - INFO - Epoch [1][3720/3757] lr: 1.000e-02, eta: 10 days, 2:34:21, time: 2.155, data_time: 0.013, memory: 5170, top1_acc: 0.2398, top5_acc: 0.5023, loss_cls: 3.4836, loss: 3.4836, grad_norm: 6.2889 2020-07-25 05:42:44,875 - mmaction - INFO - Epoch [1][3740/3757] lr: 1.000e-02, eta: 10 days, 2:30:00, time: 2.240, data_time: 0.005, memory: 5170, top1_acc: 0.2352, top5_acc: 0.4945, loss_cls: 3.5214, loss: 3.5214, grad_norm: 6.5202 2020-07-25 05:43:13,621 - mmaction - INFO - Saving checkpoint at 1 epochs 2020-07-25 05:44:11,261 - mmaction - INFO - Epoch [2][20/3757] lr: 1.000e-02, eta: 10 days, 1:37:03, time: 2.773, data_time: 1.091, memory: 5170, top1_acc: 0.2617, top5_acc: 0.5195, loss_cls: 3.4090, loss: 3.4090, grad_norm: 6.6031 2020-07-25 05:44:52,614 - mmaction - INFO - Epoch [2][40/3757] lr: 1.000e-02, eta: 10 days, 1:27:24, time: 2.067, data_time: 0.003, memory: 5170, top1_acc: 0.2445, top5_acc: 0.5062, loss_cls: 3.5156, loss: 3.5156, grad_norm: 6.5985 2020-07-25 05:45:35,892 - mmaction - INFO - Epoch [2][60/3757] lr: 1.000e-02, eta: 10 days, 1:20:43, time: 2.156, data_time: 0.007, memory: 5170, top1_acc: 0.2648, top5_acc: 0.5055, loss_cls: 3.4115, loss: 3.4115, grad_norm: 6.3257 2020-07-25 05:46:16,467 - mmaction - INFO - Epoch [2][80/3757] lr: 1.000e-02, eta: 10 days, 1:10:16, time: 2.037, data_time: 0.012, memory: 5170, top1_acc: 0.2539, top5_acc: 0.5148, loss_cls: 3.4286, loss: 3.4286, grad_norm: 6.4597 2020-07-25 05:46:58,030 - mmaction - INFO - Epoch [2][100/3757] lr: 1.000e-02, eta: 10 days, 1:01:07, time: 2.075, data_time: 0.008, memory: 5170, top1_acc: 0.2695, top5_acc: 0.5383, loss_cls: 3.3835, loss: 3.3835, grad_norm: 6.4879 2020-07-25 05:47:38,993 - mmaction - INFO - Epoch [2][120/3757] lr: 1.000e-02, eta: 10 days, 0:51:20, time: 2.052, data_time: 0.012, memory: 5170, top1_acc: 0.2453, top5_acc: 0.5086, loss_cls: 3.4500, loss: 3.4500, grad_norm: 6.3623 2020-07-25 05:48:23,557 - mmaction - INFO - Epoch [2][140/3757] lr: 1.000e-02, eta: 10 days, 0:47:04, time: 2.222, data_time: 0.008, memory: 5170, top1_acc: 0.2414, top5_acc: 0.5086, loss_cls: 3.4477, loss: 3.4477, grad_norm: 6.3988 2020-07-25 05:49:04,325 - mmaction - INFO - Epoch [2][160/3757] lr: 1.000e-02, eta: 10 days, 0:36:57, time: 2.036, data_time: 0.010, memory: 5170, top1_acc: 0.2844, top5_acc: 0.5203, loss_cls: 3.3492, loss: 3.3492, grad_norm: 6.3243 2020-07-25 05:49:49,806 - mmaction - INFO - Epoch [2][180/3757] lr: 1.000e-02, eta: 10 days, 0:34:32, time: 2.278, data_time: 0.011, memory: 5170, top1_acc: 0.2766, top5_acc: 0.5141, loss_cls: 3.4212, loss: 3.4212, grad_norm: 6.2839 2020-07-25 05:50:31,242 - mmaction - INFO - Epoch [2][200/3757] lr: 1.000e-02, eta: 10 days, 0:25:44, time: 2.073, data_time: 0.007, memory: 5170, top1_acc: 0.2500, top5_acc: 0.5133, loss_cls: 3.4375, loss: 3.4375, grad_norm: 6.2072 2020-07-25 05:51:15,603 - mmaction - INFO - Epoch [2][220/3757] lr: 1.000e-02, eta: 10 days, 0:21:37, time: 2.222, data_time: 0.017, memory: 5170, top1_acc: 0.2602, top5_acc: 0.5211, loss_cls: 3.4187, loss: 3.4187, grad_norm: 6.3987 2020-07-25 05:51:54,798 - mmaction - INFO - Epoch [2][240/3757] lr: 1.000e-02, eta: 10 days, 0:09:25, time: 1.959, data_time: 0.007, memory: 5170, top1_acc: 0.2602, top5_acc: 0.5180, loss_cls: 3.3519, loss: 3.3519, grad_norm: 6.3419 2020-07-25 05:52:36,711 - mmaction - INFO - Epoch [2][260/3757] lr: 1.000e-02, eta: 10 days, 0:01:32, time: 2.095, data_time: 0.003, memory: 5170, top1_acc: 0.2562, top5_acc: 0.5172, loss_cls: 3.3925, loss: 3.3925, grad_norm: 6.4675 2020-07-25 05:53:15,302 - mmaction - INFO - Epoch [2][280/3757] lr: 1.000e-02, eta: 9 days, 23:48:39, time: 1.930, data_time: 0.007, memory: 5170, top1_acc: 0.2758, top5_acc: 0.5102, loss_cls: 3.4137, loss: 3.4137, grad_norm: 6.2867 2020-07-25 05:53:59,468 - mmaction - INFO - Epoch [2][300/3757] lr: 1.000e-02, eta: 9 days, 23:44:23, time: 2.208, data_time: 0.008, memory: 5170, top1_acc: 0.2625, top5_acc: 0.5016, loss_cls: 3.4314, loss: 3.4314, grad_norm: 6.4084 2020-07-25 05:54:39,359 - mmaction - INFO - Epoch [2][320/3757] lr: 1.000e-02, eta: 9 days, 23:33:38, time: 1.994, data_time: 0.002, memory: 5170, top1_acc: 0.2680, top5_acc: 0.5102, loss_cls: 3.4097, loss: 3.4097, grad_norm: 6.1910 2020-07-25 05:55:20,492 - mmaction - INFO - Epoch [2][340/3757] lr: 1.000e-02, eta: 9 days, 23:24:50, time: 2.055, data_time: 0.008, memory: 5170, top1_acc: 0.2633, top5_acc: 0.5055, loss_cls: 3.4327, loss: 3.4327, grad_norm: 6.3507 2020-07-25 05:56:02,031 - mmaction - INFO - Epoch [2][360/3757] lr: 1.000e-02, eta: 9 days, 23:16:49, time: 2.079, data_time: 0.007, memory: 5170, top1_acc: 0.2555, top5_acc: 0.5289, loss_cls: 3.4022, loss: 3.4022, grad_norm: 6.3500 2020-07-25 05:56:46,489 - mmaction - INFO - Epoch [2][380/3757] lr: 1.000e-02, eta: 9 days, 23:12:57, time: 2.214, data_time: 0.007, memory: 5170, top1_acc: 0.2695, top5_acc: 0.5156, loss_cls: 3.4260, loss: 3.4260, grad_norm: 6.3848 2020-07-25 05:57:28,489 - mmaction - INFO - Epoch [2][400/3757] lr: 1.000e-02, eta: 9 days, 23:05:57, time: 2.109, data_time: 0.011, memory: 5170, top1_acc: 0.2547, top5_acc: 0.4961, loss_cls: 3.4921, loss: 3.4921, grad_norm: 6.4036 2020-07-25 05:58:05,708 - mmaction - INFO - Epoch [2][420/3757] lr: 1.000e-02, eta: 9 days, 22:51:31, time: 1.856, data_time: 0.005, memory: 5170, top1_acc: 0.2672, top5_acc: 0.5141, loss_cls: 3.4655, loss: 3.4655, grad_norm: 6.3784 2020-07-25 05:58:46,797 - mmaction - INFO - Epoch [2][440/3757] lr: 1.000e-02, eta: 9 days, 22:43:12, time: 2.059, data_time: 0.084, memory: 5170, top1_acc: 0.2477, top5_acc: 0.4922, loss_cls: 3.5434, loss: 3.5434, grad_norm: 6.5128 2020-07-25 05:59:27,530 - mmaction - INFO - Epoch [2][460/3757] lr: 1.000e-02, eta: 9 days, 22:34:04, time: 2.028, data_time: 0.008, memory: 5170, top1_acc: 0.2445, top5_acc: 0.4992, loss_cls: 3.5093, loss: 3.5093, grad_norm: 6.3153 2020-07-25 06:00:09,697 - mmaction - INFO - Epoch [2][480/3757] lr: 1.000e-02, eta: 9 days, 22:27:25, time: 2.111, data_time: 0.011, memory: 5170, top1_acc: 0.2883, top5_acc: 0.5398, loss_cls: 3.3752, loss: 3.3752, grad_norm: 6.3529 2020-07-25 06:00:51,589 - mmaction - INFO - Epoch [2][500/3757] lr: 1.000e-02, eta: 9 days, 22:20:12, time: 2.089, data_time: 0.027, memory: 5170, top1_acc: 0.2570, top5_acc: 0.5047, loss_cls: 3.4355, loss: 3.4355, grad_norm: 6.3706 2020-07-25 06:01:32,928 - mmaction - INFO - Epoch [2][520/3757] lr: 1.000e-02, eta: 9 days, 22:12:41, time: 2.077, data_time: 0.396, memory: 5170, top1_acc: 0.2867, top5_acc: 0.5273, loss_cls: 3.3072, loss: 3.3072, grad_norm: 6.3122 2020-07-25 06:02:17,785 - mmaction - INFO - Epoch [2][540/3757] lr: 1.000e-02, eta: 9 days, 22:10:00, time: 2.242, data_time: 0.086, memory: 5170, top1_acc: 0.2609, top5_acc: 0.5156, loss_cls: 3.4004, loss: 3.4004, grad_norm: 6.4409 2020-07-25 06:02:59,474 - mmaction - INFO - Epoch [2][560/3757] lr: 1.000e-02, eta: 9 days, 22:02:41, time: 2.080, data_time: 0.034, memory: 5170, top1_acc: 0.2602, top5_acc: 0.5344, loss_cls: 3.3550, loss: 3.3550, grad_norm: 6.4327 2020-07-25 06:03:38,967 - mmaction - INFO - Epoch [2][580/3757] lr: 1.000e-02, eta: 9 days, 21:52:33, time: 1.979, data_time: 0.009, memory: 5170, top1_acc: 0.2758, top5_acc: 0.5258, loss_cls: 3.3843, loss: 3.3843, grad_norm: 6.4729 2020-07-25 06:04:21,037 - mmaction - INFO - Epoch [2][600/3757] lr: 1.000e-02, eta: 9 days, 21:45:58, time: 2.102, data_time: 0.007, memory: 5170, top1_acc: 0.2641, top5_acc: 0.5242, loss_cls: 3.3960, loss: 3.3960, grad_norm: 6.4741 2020-07-25 06:05:02,957 - mmaction - INFO - Epoch [2][620/3757] lr: 1.000e-02, eta: 9 days, 21:39:22, time: 2.098, data_time: 0.005, memory: 5170, top1_acc: 0.2414, top5_acc: 0.4961, loss_cls: 3.5471, loss: 3.5471, grad_norm: 6.2987 2020-07-25 06:05:42,025 - mmaction - INFO - Epoch [2][640/3757] lr: 1.000e-02, eta: 9 days, 21:28:44, time: 1.954, data_time: 0.073, memory: 5170, top1_acc: 0.2602, top5_acc: 0.5281, loss_cls: 3.4087, loss: 3.4087, grad_norm: 6.1856 2020-07-25 06:06:23,404 - mmaction - INFO - Epoch [2][660/3757] lr: 1.000e-02, eta: 9 days, 21:21:20, time: 2.066, data_time: 0.981, memory: 5170, top1_acc: 0.2609, top5_acc: 0.5055, loss_cls: 3.4469, loss: 3.4469, grad_norm: 6.3510 2020-07-25 06:07:04,782 - mmaction - INFO - Epoch [2][680/3757] lr: 1.000e-02, eta: 9 days, 21:14:09, time: 2.072, data_time: 0.997, memory: 5170, top1_acc: 0.2516, top5_acc: 0.5148, loss_cls: 3.4721, loss: 3.4721, grad_norm: 6.2605 2020-07-25 06:07:45,060 - mmaction - INFO - Epoch [2][700/3757] lr: 1.000e-02, eta: 9 days, 21:05:13, time: 2.006, data_time: 0.460, memory: 5170, top1_acc: 0.2852, top5_acc: 0.5383, loss_cls: 3.3415, loss: 3.3415, grad_norm: 6.2656 2020-07-25 06:08:26,291 - mmaction - INFO - Epoch [2][720/3757] lr: 1.000e-02, eta: 9 days, 20:58:05, time: 2.069, data_time: 0.739, memory: 5170, top1_acc: 0.2672, top5_acc: 0.5352, loss_cls: 3.3728, loss: 3.3728, grad_norm: 6.3196 2020-07-25 06:09:08,590 - mmaction - INFO - Epoch [2][740/3757] lr: 1.000e-02, eta: 9 days, 20:52:17, time: 2.115, data_time: 0.641, memory: 5170, top1_acc: 0.2883, top5_acc: 0.5320, loss_cls: 3.3649, loss: 3.3649, grad_norm: 6.3290 2020-07-25 06:09:50,401 - mmaction - INFO - Epoch [2][760/3757] lr: 1.000e-02, eta: 9 days, 20:45:48, time: 2.089, data_time: 0.634, memory: 5170, top1_acc: 0.2734, top5_acc: 0.5242, loss_cls: 3.3903, loss: 3.3903, grad_norm: 6.1949 2020-07-25 06:10:31,361 - mmaction - INFO - Epoch [2][780/3757] lr: 1.000e-02, eta: 9 days, 20:38:19, time: 2.050, data_time: 0.743, memory: 5170, top1_acc: 0.2820, top5_acc: 0.5383, loss_cls: 3.3363, loss: 3.3363, grad_norm: 6.1692 2020-07-25 06:11:15,393 - mmaction - INFO - Epoch [2][800/3757] lr: 1.000e-02, eta: 9 days, 20:35:02, time: 2.202, data_time: 0.661, memory: 5170, top1_acc: 0.2828, top5_acc: 0.5273, loss_cls: 3.3532, loss: 3.3532, grad_norm: 6.4065 2020-07-25 06:11:53,702 - mmaction - INFO - Epoch [2][820/3757] lr: 1.000e-02, eta: 9 days, 20:23:48, time: 1.907, data_time: 0.409, memory: 5170, top1_acc: 0.2727, top5_acc: 0.5453, loss_cls: 3.2971, loss: 3.2971, grad_norm: 6.3111 2020-07-25 06:12:33,452 - mmaction - INFO - Epoch [2][840/3757] lr: 1.000e-02, eta: 9 days, 20:15:01, time: 1.995, data_time: 0.011, memory: 5170, top1_acc: 0.2672, top5_acc: 0.5219, loss_cls: 3.4534, loss: 3.4534, grad_norm: 6.3785 2020-07-25 06:13:12,974 - mmaction - INFO - Epoch [2][860/3757] lr: 1.000e-02, eta: 9 days, 20:05:49, time: 1.977, data_time: 0.070, memory: 5170, top1_acc: 0.2594, top5_acc: 0.5367, loss_cls: 3.3789, loss: 3.3789, grad_norm: 6.3475 2020-07-25 06:13:57,631 - mmaction - INFO - Epoch [2][880/3757] lr: 1.000e-02, eta: 9 days, 20:03:19, time: 2.225, data_time: 0.006, memory: 5170, top1_acc: 0.2711, top5_acc: 0.5320, loss_cls: 3.3580, loss: 3.3580, grad_norm: 6.3803 2020-07-25 06:14:38,042 - mmaction - INFO - Epoch [2][900/3757] lr: 1.000e-02, eta: 9 days, 19:55:36, time: 2.028, data_time: 0.010, memory: 5170, top1_acc: 0.2781, top5_acc: 0.5297, loss_cls: 3.3592, loss: 3.3592, grad_norm: 6.3309 2020-07-25 06:15:23,117 - mmaction - INFO - Epoch [2][920/3757] lr: 1.000e-02, eta: 9 days, 19:53:49, time: 2.250, data_time: 0.007, memory: 5170, top1_acc: 0.2633, top5_acc: 0.5359, loss_cls: 3.3866, loss: 3.3866, grad_norm: 6.3409 2020-07-25 06:16:04,013 - mmaction - INFO - Epoch [2][940/3757] lr: 1.000e-02, eta: 9 days, 19:46:41, time: 2.047, data_time: 0.005, memory: 5170, top1_acc: 0.2859, top5_acc: 0.5391, loss_cls: 3.3036, loss: 3.3036, grad_norm: 6.3192 2020-07-25 06:16:44,677 - mmaction - INFO - Epoch [2][960/3757] lr: 1.000e-02, eta: 9 days, 19:39:10, time: 2.030, data_time: 0.020, memory: 5170, top1_acc: 0.2750, top5_acc: 0.5297, loss_cls: 3.3051, loss: 3.3051, grad_norm: 6.2270 2020-07-25 06:17:26,767 - mmaction - INFO - Epoch [2][980/3757] lr: 1.000e-02, eta: 9 days, 19:33:45, time: 2.108, data_time: 0.005, memory: 5170, top1_acc: 0.2555, top5_acc: 0.5219, loss_cls: 3.3985, loss: 3.3985, grad_norm: 6.4627 2020-07-25 06:18:04,198 - mmaction - INFO - Epoch [2][1000/3757] lr: 1.000e-02, eta: 9 days, 19:22:06, time: 1.867, data_time: 0.007, memory: 5170, top1_acc: 0.2703, top5_acc: 0.5547, loss_cls: 3.2632, loss: 3.2632, grad_norm: 6.3163 2020-07-25 06:18:48,401 - mmaction - INFO - Epoch [2][1020/3757] lr: 1.000e-02, eta: 9 days, 19:19:31, time: 2.214, data_time: 0.007, memory: 5170, top1_acc: 0.2641, top5_acc: 0.5234, loss_cls: 3.3871, loss: 3.3871, grad_norm: 6.4586 2020-07-25 06:19:33,076 - mmaction - INFO - Epoch [2][1040/3757] lr: 1.000e-02, eta: 9 days, 19:17:21, time: 2.230, data_time: 0.008, memory: 5170, top1_acc: 0.2828, top5_acc: 0.5148, loss_cls: 3.4105, loss: 3.4105, grad_norm: 6.2731 2020-07-25 06:20:13,112 - mmaction - INFO - Epoch [2][1060/3757] lr: 1.000e-02, eta: 9 days, 19:09:26, time: 2.005, data_time: 0.009, memory: 5170, top1_acc: 0.3094, top5_acc: 0.5422, loss_cls: 3.2570, loss: 3.2570, grad_norm: 6.1772 2020-07-25 06:20:52,518 - mmaction - INFO - Epoch [2][1080/3757] lr: 1.000e-02, eta: 9 days, 19:00:40, time: 1.969, data_time: 0.004, memory: 5170, top1_acc: 0.2781, top5_acc: 0.5086, loss_cls: 3.3787, loss: 3.3787, grad_norm: 6.5582 2020-07-25 06:21:35,433 - mmaction - INFO - Epoch [2][1100/3757] lr: 1.000e-02, eta: 9 days, 18:56:22, time: 2.142, data_time: 0.045, memory: 5170, top1_acc: 0.2828, top5_acc: 0.5312, loss_cls: 3.3003, loss: 3.3003, grad_norm: 6.4082 2020-07-25 06:22:17,454 - mmaction - INFO - Epoch [2][1120/3757] lr: 1.000e-02, eta: 9 days, 18:50:59, time: 2.098, data_time: 0.139, memory: 5170, top1_acc: 0.2820, top5_acc: 0.5312, loss_cls: 3.3214, loss: 3.3214, grad_norm: 6.3898 2020-07-25 06:22:58,477 - mmaction - INFO - Epoch [2][1140/3757] lr: 1.000e-02, eta: 9 days, 18:44:33, time: 2.055, data_time: 0.011, memory: 5170, top1_acc: 0.2836, top5_acc: 0.5461, loss_cls: 3.2897, loss: 3.2897, grad_norm: 6.2720 2020-07-25 06:23:36,886 - mmaction - INFO - Epoch [2][1160/3757] lr: 1.000e-02, eta: 9 days, 18:34:53, time: 1.925, data_time: 0.009, memory: 5170, top1_acc: 0.2656, top5_acc: 0.5219, loss_cls: 3.3898, loss: 3.3898, grad_norm: 6.3070 2020-07-25 06:24:18,726 - mmaction - INFO - Epoch [2][1180/3757] lr: 1.000e-02, eta: 9 days, 18:29:24, time: 2.089, data_time: 0.008, memory: 5170, top1_acc: 0.2938, top5_acc: 0.5578, loss_cls: 3.2729, loss: 3.2729, grad_norm: 6.2277 2020-07-25 06:24:58,643 - mmaction - INFO - Epoch [2][1200/3757] lr: 1.000e-02, eta: 9 days, 18:21:40, time: 1.997, data_time: 0.007, memory: 5170, top1_acc: 0.2758, top5_acc: 0.5336, loss_cls: 3.3312, loss: 3.3312, grad_norm: 6.4865 2020-07-25 06:25:39,466 - mmaction - INFO - Epoch [2][1220/3757] lr: 1.000e-02, eta: 9 days, 18:15:03, time: 2.040, data_time: 0.099, memory: 5170, top1_acc: 0.2562, top5_acc: 0.5469, loss_cls: 3.3847, loss: 3.3847, grad_norm: 6.3217 2020-07-25 06:26:22,360 - mmaction - INFO - Epoch [2][1240/3757] lr: 1.000e-02, eta: 9 days, 18:11:09, time: 2.148, data_time: 0.016, memory: 5170, top1_acc: 0.2906, top5_acc: 0.5461, loss_cls: 3.2774, loss: 3.2774, grad_norm: 6.1387 2020-07-25 06:27:03,391 - mmaction - INFO - Epoch [2][1260/3757] lr: 1.000e-02, eta: 9 days, 18:04:42, time: 2.043, data_time: 0.061, memory: 5170, top1_acc: 0.2703, top5_acc: 0.5523, loss_cls: 3.2985, loss: 3.2985, grad_norm: 6.2381 2020-07-25 06:27:44,297 - mmaction - INFO - Epoch [2][1280/3757] lr: 1.000e-02, eta: 9 days, 17:58:33, time: 2.053, data_time: 0.496, memory: 5170, top1_acc: 0.2711, top5_acc: 0.5422, loss_cls: 3.3155, loss: 3.3155, grad_norm: 6.4456 2020-07-25 06:28:24,234 - mmaction - INFO - Epoch [2][1300/3757] lr: 1.000e-02, eta: 9 days, 17:50:57, time: 1.993, data_time: 0.094, memory: 5170, top1_acc: 0.2875, top5_acc: 0.5258, loss_cls: 3.2404, loss: 3.2404, grad_norm: 6.4481 2020-07-25 06:29:04,222 - mmaction - INFO - Epoch [2][1320/3757] lr: 1.000e-02, eta: 9 days, 17:43:42, time: 2.005, data_time: 0.015, memory: 5170, top1_acc: 0.3023, top5_acc: 0.5563, loss_cls: 3.2550, loss: 3.2550, grad_norm: 6.4075 2020-07-25 06:29:49,531 - mmaction - INFO - Epoch [2][1340/3757] lr: 1.000e-02, eta: 9 days, 17:42:39, time: 2.258, data_time: 0.008, memory: 5170, top1_acc: 0.2703, top5_acc: 0.5133, loss_cls: 3.4346, loss: 3.4346, grad_norm: 6.4340 2020-07-25 06:30:30,061 - mmaction - INFO - Epoch [2][1360/3757] lr: 1.000e-02, eta: 9 days, 17:36:11, time: 2.034, data_time: 0.010, memory: 5170, top1_acc: 0.2930, top5_acc: 0.5266, loss_cls: 3.3950, loss: 3.3950, grad_norm: 6.2583 2020-07-25 06:31:11,845 - mmaction - INFO - Epoch [2][1380/3757] lr: 1.000e-02, eta: 9 days, 17:31:06, time: 2.090, data_time: 0.003, memory: 5170, top1_acc: 0.2781, top5_acc: 0.5422, loss_cls: 3.3226, loss: 3.3226, grad_norm: 6.1829 2020-07-25 06:31:49,553 - mmaction - INFO - Epoch [2][1400/3757] lr: 1.000e-02, eta: 9 days, 17:21:01, time: 1.879, data_time: 0.006, memory: 5170, top1_acc: 0.2938, top5_acc: 0.5500, loss_cls: 3.2859, loss: 3.2859, grad_norm: 6.1552 2020-07-25 06:32:33,166 - mmaction - INFO - Epoch [2][1420/3757] lr: 1.000e-02, eta: 9 days, 17:18:15, time: 2.183, data_time: 0.009, memory: 5170, top1_acc: 0.2836, top5_acc: 0.5484, loss_cls: 3.2737, loss: 3.2737, grad_norm: 6.2797 2020-07-25 06:33:11,743 - mmaction - INFO - Epoch [2][1440/3757] lr: 1.000e-02, eta: 9 days, 17:09:33, time: 1.932, data_time: 0.163, memory: 5170, top1_acc: 0.2633, top5_acc: 0.5109, loss_cls: 3.4531, loss: 3.4531, grad_norm: 6.3087 2020-07-25 06:33:53,976 - mmaction - INFO - Epoch [2][1460/3757] lr: 1.000e-02, eta: 9 days, 17:05:09, time: 2.112, data_time: 0.025, memory: 5170, top1_acc: 0.2766, top5_acc: 0.5625, loss_cls: 3.2269, loss: 3.2269, grad_norm: 6.1820 2020-07-25 06:34:34,545 - mmaction - INFO - Epoch [2][1480/3757] lr: 1.000e-02, eta: 9 days, 16:58:40, time: 2.023, data_time: 0.008, memory: 5170, top1_acc: 0.2820, top5_acc: 0.5437, loss_cls: 3.2608, loss: 3.2608, grad_norm: 6.4178 2020-07-25 06:35:16,631 - mmaction - INFO - Epoch [2][1500/3757] lr: 1.000e-02, eta: 9 days, 16:54:15, time: 2.108, data_time: 0.010, memory: 5170, top1_acc: 0.2789, top5_acc: 0.5188, loss_cls: 3.3207, loss: 3.3207, grad_norm: 6.3988 2020-07-25 06:35:56,929 - mmaction - INFO - Epoch [2][1520/3757] lr: 1.000e-02, eta: 9 days, 16:47:43, time: 2.017, data_time: 0.006, memory: 5170, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.2669, loss: 3.2669, grad_norm: 6.2724 2020-07-25 06:36:37,302 - mmaction - INFO - Epoch [2][1540/3757] lr: 1.000e-02, eta: 9 days, 16:41:17, time: 2.019, data_time: 0.008, memory: 5170, top1_acc: 0.3047, top5_acc: 0.5445, loss_cls: 3.2994, loss: 3.2994, grad_norm: 6.3302 2020-07-25 06:37:21,398 - mmaction - INFO - Epoch [2][1560/3757] lr: 1.000e-02, eta: 9 days, 16:39:15, time: 2.206, data_time: 0.003, memory: 5170, top1_acc: 0.2969, top5_acc: 0.5422, loss_cls: 3.2615, loss: 3.2615, grad_norm: 6.2890 2020-07-25 06:38:02,073 - mmaction - INFO - Epoch [2][1580/3757] lr: 1.000e-02, eta: 9 days, 16:33:03, time: 2.026, data_time: 0.007, memory: 5170, top1_acc: 0.2797, top5_acc: 0.5227, loss_cls: 3.3567, loss: 3.3567, grad_norm: 6.4914 2020-07-25 06:38:44,695 - mmaction - INFO - Epoch [2][1600/3757] lr: 1.000e-02, eta: 9 days, 16:29:29, time: 2.138, data_time: 0.010, memory: 5170, top1_acc: 0.2867, top5_acc: 0.5516, loss_cls: 3.1850, loss: 3.1850, grad_norm: 6.2228 2020-07-25 06:39:22,215 - mmaction - INFO - Epoch [2][1620/3757] lr: 1.000e-02, eta: 9 days, 16:19:45, time: 1.869, data_time: 0.016, memory: 5170, top1_acc: 0.2758, top5_acc: 0.5469, loss_cls: 3.3030, loss: 3.3030, grad_norm: 6.3556 2020-07-25 06:40:04,100 - mmaction - INFO - Epoch [2][1640/3757] lr: 1.000e-02, eta: 9 days, 16:15:24, time: 2.101, data_time: 0.010, memory: 5170, top1_acc: 0.2609, top5_acc: 0.5430, loss_cls: 3.3323, loss: 3.3323, grad_norm: 6.3667 2020-07-25 06:40:46,385 - mmaction - INFO - Epoch [2][1660/3757] lr: 1.000e-02, eta: 9 days, 16:11:23, time: 2.114, data_time: 0.002, memory: 5170, top1_acc: 0.2648, top5_acc: 0.5258, loss_cls: 3.3998, loss: 3.3998, grad_norm: 6.3411 2020-07-25 06:41:26,321 - mmaction - INFO - Epoch [2][1680/3757] lr: 1.000e-02, eta: 9 days, 16:04:36, time: 1.992, data_time: 0.007, memory: 5170, top1_acc: 0.2633, top5_acc: 0.5227, loss_cls: 3.3581, loss: 3.3581, grad_norm: 6.1708 2020-07-25 06:42:07,383 - mmaction - INFO - Epoch [2][1700/3757] lr: 1.000e-02, eta: 9 days, 15:59:13, time: 2.052, data_time: 0.010, memory: 5170, top1_acc: 0.3086, top5_acc: 0.5727, loss_cls: 3.1443, loss: 3.1443, grad_norm: 6.0750 2020-07-25 06:42:46,498 - mmaction - INFO - Epoch [2][1720/3757] lr: 1.000e-02, eta: 9 days, 15:51:50, time: 1.961, data_time: 0.008, memory: 5170, top1_acc: 0.3102, top5_acc: 0.5547, loss_cls: 3.2247, loss: 3.2247, grad_norm: 6.3180 2020-07-25 06:43:28,011 - mmaction - INFO - Epoch [2][1740/3757] lr: 1.000e-02, eta: 9 days, 15:47:00, time: 2.073, data_time: 0.007, memory: 5170, top1_acc: 0.2805, top5_acc: 0.5516, loss_cls: 3.3019, loss: 3.3019, grad_norm: 6.2102 2020-07-25 06:44:08,516 - mmaction - INFO - Epoch [2][1760/3757] lr: 1.000e-02, eta: 9 days, 15:41:13, time: 2.029, data_time: 0.006, memory: 5170, top1_acc: 0.2711, top5_acc: 0.5367, loss_cls: 3.3516, loss: 3.3516, grad_norm: 6.1097 2020-07-25 06:44:46,134 - mmaction - INFO - Epoch [2][1780/3757] lr: 1.000e-02, eta: 9 days, 15:32:09, time: 1.880, data_time: 0.045, memory: 5170, top1_acc: 0.2961, top5_acc: 0.5602, loss_cls: 3.2481, loss: 3.2481, grad_norm: 6.1880 2020-07-25 06:45:29,279 - mmaction - INFO - Epoch [2][1800/3757] lr: 1.000e-02, eta: 9 days, 15:29:12, time: 2.153, data_time: 0.009, memory: 5170, top1_acc: 0.2758, top5_acc: 0.5430, loss_cls: 3.3300, loss: 3.3300, grad_norm: 6.2796 2020-07-25 06:46:10,155 - mmaction - INFO - Epoch [2][1820/3757] lr: 1.000e-02, eta: 9 days, 15:23:56, time: 2.047, data_time: 0.010, memory: 5170, top1_acc: 0.2906, top5_acc: 0.5398, loss_cls: 3.2409, loss: 3.2409, grad_norm: 6.2023 2020-07-25 06:46:53,152 - mmaction - INFO - Epoch [2][1840/3757] lr: 1.000e-02, eta: 9 days, 15:20:51, time: 2.145, data_time: 0.012, memory: 5170, top1_acc: 0.2750, top5_acc: 0.5359, loss_cls: 3.3506, loss: 3.3506, grad_norm: 6.2805 2020-07-25 06:47:32,630 - mmaction - INFO - Epoch [2][1860/3757] lr: 1.000e-02, eta: 9 days, 15:14:10, time: 1.981, data_time: 0.010, memory: 5170, top1_acc: 0.2727, top5_acc: 0.5305, loss_cls: 3.3537, loss: 3.3537, grad_norm: 6.2369 2020-07-25 06:48:12,374 - mmaction - INFO - Epoch [2][1880/3757] lr: 1.000e-02, eta: 9 days, 15:07:29, time: 1.978, data_time: 0.008, memory: 5170, top1_acc: 0.3063, top5_acc: 0.5477, loss_cls: 3.2193, loss: 3.2193, grad_norm: 6.1594 2020-07-25 06:48:56,528 - mmaction - INFO - Epoch [2][1900/3757] lr: 1.000e-02, eta: 9 days, 15:06:02, time: 2.216, data_time: 0.012, memory: 5170, top1_acc: 0.2961, top5_acc: 0.5664, loss_cls: 3.1942, loss: 3.1942, grad_norm: 6.0679 2020-07-25 06:49:36,201 - mmaction - INFO - Epoch [2][1920/3757] lr: 1.000e-02, eta: 9 days, 14:59:33, time: 1.984, data_time: 0.148, memory: 5170, top1_acc: 0.2945, top5_acc: 0.5453, loss_cls: 3.2032, loss: 3.2032, grad_norm: 6.2461 2020-07-25 06:50:17,139 - mmaction - INFO - Epoch [2][1940/3757] lr: 1.000e-02, eta: 9 days, 14:54:18, time: 2.039, data_time: 0.003, memory: 5170, top1_acc: 0.2922, top5_acc: 0.5523, loss_cls: 3.1787, loss: 3.1787, grad_norm: 6.1907 2020-07-25 06:50:55,692 - mmaction - INFO - Epoch [2][1960/3757] lr: 1.000e-02, eta: 9 days, 14:46:49, time: 1.935, data_time: 0.011, memory: 5170, top1_acc: 0.2711, top5_acc: 0.5203, loss_cls: 3.3190, loss: 3.3190, grad_norm: 6.1952 2020-07-25 06:51:38,139 - mmaction - INFO - Epoch [2][1980/3757] lr: 1.000e-02, eta: 9 days, 14:43:21, time: 2.119, data_time: 0.285, memory: 5170, top1_acc: 0.2812, top5_acc: 0.5312, loss_cls: 3.3032, loss: 3.3032, grad_norm: 6.1435 2020-07-25 06:52:17,900 - mmaction - INFO - Epoch [2][2000/3757] lr: 1.000e-02, eta: 9 days, 14:37:07, time: 1.989, data_time: 0.549, memory: 5170, top1_acc: 0.2898, top5_acc: 0.5742, loss_cls: 3.1741, loss: 3.1741, grad_norm: 6.1417 2020-07-25 06:53:02,227 - mmaction - INFO - Epoch [2][2020/3757] lr: 1.000e-02, eta: 9 days, 14:35:41, time: 2.212, data_time: 0.188, memory: 5170, top1_acc: 0.2898, top5_acc: 0.5500, loss_cls: 3.3241, loss: 3.3241, grad_norm: 6.2623 2020-07-25 06:53:39,020 - mmaction - INFO - Epoch [2][2040/3757] lr: 1.000e-02, eta: 9 days, 14:26:29, time: 1.847, data_time: 0.014, memory: 5170, top1_acc: 0.3086, top5_acc: 0.5508, loss_cls: 3.1903, loss: 3.1903, grad_norm: 6.1536 2020-07-25 06:54:22,674 - mmaction - INFO - Epoch [2][2060/3757] lr: 1.000e-02, eta: 9 days, 14:24:25, time: 2.181, data_time: 0.013, memory: 5170, top1_acc: 0.3000, top5_acc: 0.5508, loss_cls: 3.2375, loss: 3.2375, grad_norm: 6.1442 2020-07-25 06:55:03,282 - mmaction - INFO - Epoch [2][2080/3757] lr: 1.000e-02, eta: 9 days, 14:19:12, time: 2.031, data_time: 0.007, memory: 5170, top1_acc: 0.2906, top5_acc: 0.5578, loss_cls: 3.2275, loss: 3.2275, grad_norm: 6.3255 2020-07-25 06:55:46,016 - mmaction - INFO - Epoch [2][2100/3757] lr: 1.000e-02, eta: 9 days, 14:16:13, time: 2.136, data_time: 0.004, memory: 5170, top1_acc: 0.2836, top5_acc: 0.5453, loss_cls: 3.2999, loss: 3.2999, grad_norm: 6.1987 2020-07-25 06:56:26,759 - mmaction - INFO - Epoch [2][2120/3757] lr: 1.000e-02, eta: 9 days, 14:11:13, time: 2.039, data_time: 0.010, memory: 5170, top1_acc: 0.2922, top5_acc: 0.5344, loss_cls: 3.3089, loss: 3.3089, grad_norm: 6.1405 2020-07-25 06:57:03,366 - mmaction - INFO - Epoch [2][2140/3757] lr: 1.000e-02, eta: 9 days, 14:01:54, time: 1.830, data_time: 0.004, memory: 5170, top1_acc: 0.3164, top5_acc: 0.5813, loss_cls: 3.1431, loss: 3.1431, grad_norm: 6.1799 2020-07-25 06:57:44,934 - mmaction - INFO - Epoch [2][2160/3757] lr: 1.000e-02, eta: 9 days, 13:57:39, time: 2.071, data_time: 0.187, memory: 5170, top1_acc: 0.2914, top5_acc: 0.5648, loss_cls: 3.1909, loss: 3.1909, grad_norm: 6.3110 2020-07-25 06:58:27,372 - mmaction - INFO - Epoch [2][2180/3757] lr: 1.000e-02, eta: 9 days, 13:54:39, time: 2.130, data_time: 0.081, memory: 5170, top1_acc: 0.2977, top5_acc: 0.5461, loss_cls: 3.2062, loss: 3.2062, grad_norm: 6.1141 2020-07-25 06:59:09,772 - mmaction - INFO - Epoch [2][2200/3757] lr: 1.000e-02, eta: 9 days, 13:51:22, time: 2.116, data_time: 0.007, memory: 5170, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.1941, loss: 3.1941, grad_norm: 6.3377 2020-07-25 06:59:49,337 - mmaction - INFO - Epoch [2][2220/3757] lr: 1.000e-02, eta: 9 days, 13:45:19, time: 1.981, data_time: 0.055, memory: 5170, top1_acc: 0.2867, top5_acc: 0.5531, loss_cls: 3.2599, loss: 3.2599, grad_norm: 6.3936 2020-07-25 07:00:32,084 - mmaction - INFO - Epoch [2][2240/3757] lr: 1.000e-02, eta: 9 days, 13:42:16, time: 2.124, data_time: 0.116, memory: 5170, top1_acc: 0.3063, top5_acc: 0.5602, loss_cls: 3.2611, loss: 3.2611, grad_norm: 6.0158 2020-07-25 07:01:16,161 - mmaction - INFO - Epoch [2][2260/3757] lr: 1.000e-02, eta: 9 days, 13:41:08, time: 2.218, data_time: 1.438, memory: 5170, top1_acc: 0.3078, top5_acc: 0.5586, loss_cls: 3.1715, loss: 3.1715, grad_norm: 6.1651 2020-07-25 07:01:48,934 - mmaction - INFO - Epoch [2][2280/3757] lr: 1.000e-02, eta: 9 days, 13:28:02, time: 1.631, data_time: 0.922, memory: 5170, top1_acc: 0.2797, top5_acc: 0.5469, loss_cls: 3.2932, loss: 3.2932, grad_norm: 6.3238 2020-07-25 07:02:31,279 - mmaction - INFO - Epoch [2][2300/3757] lr: 1.000e-02, eta: 9 days, 13:24:58, time: 2.121, data_time: 0.046, memory: 5170, top1_acc: 0.3055, top5_acc: 0.5578, loss_cls: 3.1858, loss: 3.1858, grad_norm: 6.0810 2020-07-25 07:03:12,048 - mmaction - INFO - Epoch [2][2320/3757] lr: 1.000e-02, eta: 9 days, 13:20:18, time: 2.041, data_time: 0.034, memory: 5170, top1_acc: 0.3117, top5_acc: 0.5531, loss_cls: 3.1933, loss: 3.1933, grad_norm: 6.1871 2020-07-25 07:03:53,821 - mmaction - INFO - Epoch [2][2340/3757] lr: 1.000e-02, eta: 9 days, 13:16:39, time: 2.090, data_time: 0.003, memory: 5170, top1_acc: 0.2789, top5_acc: 0.5305, loss_cls: 3.3030, loss: 3.3030, grad_norm: 6.5122 2020-07-25 07:04:32,712 - mmaction - INFO - Epoch [2][2360/3757] lr: 1.000e-02, eta: 9 days, 13:09:59, time: 1.939, data_time: 0.007, memory: 5170, top1_acc: 0.2812, top5_acc: 0.5219, loss_cls: 3.3553, loss: 3.3553, grad_norm: 6.1471 2020-07-25 07:05:15,524 - mmaction - INFO - Epoch [2][2380/3757] lr: 1.000e-02, eta: 9 days, 13:07:28, time: 2.144, data_time: 0.008, memory: 5170, top1_acc: 0.2867, top5_acc: 0.5500, loss_cls: 3.2230, loss: 3.2230, grad_norm: 6.1715 2020-07-25 07:05:56,121 - mmaction - INFO - Epoch [2][2400/3757] lr: 1.000e-02, eta: 9 days, 13:02:44, time: 2.032, data_time: 0.005, memory: 5170, top1_acc: 0.2961, top5_acc: 0.5508, loss_cls: 3.2419, loss: 3.2419, grad_norm: 6.2175 2020-07-25 07:06:32,992 - mmaction - INFO - Epoch [2][2420/3757] lr: 1.000e-02, eta: 9 days, 12:54:11, time: 1.840, data_time: 0.011, memory: 5170, top1_acc: 0.3070, top5_acc: 0.5609, loss_cls: 3.1731, loss: 3.1731, grad_norm: 6.1535 2020-07-25 07:07:15,703 - mmaction - INFO - Epoch [2][2440/3757] lr: 1.000e-02, eta: 9 days, 12:51:37, time: 2.139, data_time: 0.011, memory: 5170, top1_acc: 0.2930, top5_acc: 0.5492, loss_cls: 3.2731, loss: 3.2731, grad_norm: 6.3186 2020-07-25 07:07:54,532 - mmaction - INFO - Epoch [2][2460/3757] lr: 1.000e-02, eta: 9 days, 12:45:05, time: 1.937, data_time: 0.151, memory: 5170, top1_acc: 0.3039, top5_acc: 0.5516, loss_cls: 3.2036, loss: 3.2036, grad_norm: 6.1623 2020-07-25 07:08:33,297 - mmaction - INFO - Epoch [2][2480/3757] lr: 1.000e-02, eta: 9 days, 12:38:40, time: 1.941, data_time: 0.016, memory: 5170, top1_acc: 0.2898, top5_acc: 0.5742, loss_cls: 3.1842, loss: 3.1842, grad_norm: 6.1281 2020-07-25 07:09:16,158 - mmaction - INFO - Epoch [2][2500/3757] lr: 1.000e-02, eta: 9 days, 12:36:16, time: 2.144, data_time: 0.047, memory: 5170, top1_acc: 0.3070, top5_acc: 0.5523, loss_cls: 3.2172, loss: 3.2172, grad_norm: 6.2563 2020-07-25 07:09:55,436 - mmaction - INFO - Epoch [2][2520/3757] lr: 1.000e-02, eta: 9 days, 12:30:14, time: 1.957, data_time: 0.076, memory: 5170, top1_acc: 0.2953, top5_acc: 0.5609, loss_cls: 3.2264, loss: 3.2264, grad_norm: 6.1516 2020-07-25 07:10:34,584 - mmaction - INFO - Epoch [2][2540/3757] lr: 1.000e-02, eta: 9 days, 12:24:21, time: 1.964, data_time: 0.322, memory: 5170, top1_acc: 0.3039, top5_acc: 0.5664, loss_cls: 3.2101, loss: 3.2101, grad_norm: 6.3326 2020-07-25 07:11:18,522 - mmaction - INFO - Epoch [2][2560/3757] lr: 1.000e-02, eta: 9 days, 12:22:54, time: 2.190, data_time: 0.379, memory: 5170, top1_acc: 0.2797, top5_acc: 0.5461, loss_cls: 3.3090, loss: 3.3090, grad_norm: 6.2970 2020-07-25 07:11:56,220 - mmaction - INFO - Epoch [2][2580/3757] lr: 1.000e-02, eta: 9 days, 12:15:26, time: 1.880, data_time: 0.507, memory: 5170, top1_acc: 0.2695, top5_acc: 0.5375, loss_cls: 3.2758, loss: 3.2758, grad_norm: 6.3187 2020-07-25 07:12:37,340 - mmaction - INFO - Epoch [2][2600/3757] lr: 1.000e-02, eta: 9 days, 12:11:39, time: 2.067, data_time: 0.465, memory: 5170, top1_acc: 0.2867, top5_acc: 0.5656, loss_cls: 3.2316, loss: 3.2316, grad_norm: 6.1578 2020-07-25 07:13:18,876 - mmaction - INFO - Epoch [2][2620/3757] lr: 1.000e-02, eta: 9 days, 12:08:04, time: 2.077, data_time: 0.151, memory: 5170, top1_acc: 0.2969, top5_acc: 0.5617, loss_cls: 3.2169, loss: 3.2169, grad_norm: 6.0903 2020-07-25 07:14:02,148 - mmaction - INFO - Epoch [2][2640/3757] lr: 1.000e-02, eta: 9 days, 12:06:00, time: 2.155, data_time: 0.008, memory: 5170, top1_acc: 0.2836, top5_acc: 0.5211, loss_cls: 3.3564, loss: 3.3564, grad_norm: 6.1289 2020-07-25 07:14:44,067 - mmaction - INFO - Epoch [2][2660/3757] lr: 1.000e-02, eta: 9 days, 12:02:59, time: 2.105, data_time: 0.012, memory: 5170, top1_acc: 0.2687, top5_acc: 0.5453, loss_cls: 3.2398, loss: 3.2398, grad_norm: 6.1106 2020-07-25 07:15:20,797 - mmaction - INFO - Epoch [2][2680/3757] lr: 1.000e-02, eta: 9 days, 11:54:45, time: 1.832, data_time: 0.018, memory: 5170, top1_acc: 0.3047, top5_acc: 0.5727, loss_cls: 3.1782, loss: 3.1782, grad_norm: 6.1886 2020-07-25 07:16:03,783 - mmaction - INFO - Epoch [2][2700/3757] lr: 1.000e-02, eta: 9 days, 11:52:41, time: 2.152, data_time: 0.025, memory: 5170, top1_acc: 0.2977, top5_acc: 0.5391, loss_cls: 3.2303, loss: 3.2303, grad_norm: 6.0554 2020-07-25 07:16:44,565 - mmaction - INFO - Epoch [2][2720/3757] lr: 1.000e-02, eta: 9 days, 11:48:30, time: 2.040, data_time: 0.113, memory: 5170, top1_acc: 0.3180, top5_acc: 0.5773, loss_cls: 3.1357, loss: 3.1357, grad_norm: 6.2482 2020-07-25 07:17:22,593 - mmaction - INFO - Epoch [2][2740/3757] lr: 1.000e-02, eta: 9 days, 11:41:33, time: 1.893, data_time: 0.008, memory: 5170, top1_acc: 0.3016, top5_acc: 0.5508, loss_cls: 3.2125, loss: 3.2125, grad_norm: 6.1434 2020-07-25 07:18:01,665 - mmaction - INFO - Epoch [2][2760/3757] lr: 1.000e-02, eta: 9 days, 11:35:54, time: 1.960, data_time: 0.011, memory: 5170, top1_acc: 0.3102, top5_acc: 0.5656, loss_cls: 3.1634, loss: 3.1634, grad_norm: 6.0679 2020-07-25 07:18:40,598 - mmaction - INFO - Epoch [2][2780/3757] lr: 1.000e-02, eta: 9 days, 11:30:00, time: 1.945, data_time: 0.045, memory: 5170, top1_acc: 0.3125, top5_acc: 0.5828, loss_cls: 3.1305, loss: 3.1305, grad_norm: 6.1786 2020-07-25 07:19:23,353 - mmaction - INFO - Epoch [2][2800/3757] lr: 1.000e-02, eta: 9 days, 11:27:48, time: 2.141, data_time: 0.399, memory: 5170, top1_acc: 0.2906, top5_acc: 0.5539, loss_cls: 3.1775, loss: 3.1775, grad_norm: 6.2614 2020-07-25 07:20:05,880 - mmaction - INFO - Epoch [2][2820/3757] lr: 1.000e-02, eta: 9 days, 11:25:21, time: 2.126, data_time: 0.737, memory: 5170, top1_acc: 0.2789, top5_acc: 0.5453, loss_cls: 3.2133, loss: 3.2133, grad_norm: 6.1328 2020-07-25 07:20:48,601 - mmaction - INFO - Epoch [2][2840/3757] lr: 1.000e-02, eta: 9 days, 11:23:05, time: 2.137, data_time: 0.068, memory: 5170, top1_acc: 0.3109, top5_acc: 0.5555, loss_cls: 3.1755, loss: 3.1755, grad_norm: 6.0930 2020-07-25 07:21:30,476 - mmaction - INFO - Epoch [2][2860/3757] lr: 1.000e-02, eta: 9 days, 11:20:02, time: 2.093, data_time: 0.007, memory: 5170, top1_acc: 0.3187, top5_acc: 0.5820, loss_cls: 3.1143, loss: 3.1143, grad_norm: 6.2187 2020-07-25 07:22:05,739 - mmaction - INFO - Epoch [2][2880/3757] lr: 1.000e-02, eta: 9 days, 11:10:53, time: 1.764, data_time: 0.003, memory: 5170, top1_acc: 0.2883, top5_acc: 0.5508, loss_cls: 3.2622, loss: 3.2622, grad_norm: 6.4355 2020-07-25 07:22:47,212 - mmaction - INFO - Epoch [2][2900/3757] lr: 1.000e-02, eta: 9 days, 11:07:29, time: 2.072, data_time: 0.022, memory: 5170, top1_acc: 0.2820, top5_acc: 0.5539, loss_cls: 3.2565, loss: 3.2565, grad_norm: 6.2097 2020-07-25 07:23:20,637 - mmaction - INFO - Epoch [2][2920/3757] lr: 1.000e-02, eta: 9 days, 10:56:45, time: 1.673, data_time: 0.038, memory: 5170, top1_acc: 0.2867, top5_acc: 0.5430, loss_cls: 3.2973, loss: 3.2973, grad_norm: 6.1302 2020-07-25 07:24:02,228 - mmaction - INFO - Epoch [2][2940/3757] lr: 1.000e-02, eta: 9 days, 10:53:23, time: 2.071, data_time: 0.014, memory: 5170, top1_acc: 0.3070, top5_acc: 0.5766, loss_cls: 3.1425, loss: 3.1425, grad_norm: 5.9704 2020-07-25 07:24:39,748 - mmaction - INFO - Epoch [2][2960/3757] lr: 1.000e-02, eta: 9 days, 10:46:33, time: 1.880, data_time: 0.530, memory: 5170, top1_acc: 0.2938, top5_acc: 0.5719, loss_cls: 3.1945, loss: 3.1945, grad_norm: 6.3016 2020-07-25 07:25:20,586 - mmaction - INFO - Epoch [2][2980/3757] lr: 1.000e-02, eta: 9 days, 10:42:42, time: 2.043, data_time: 0.378, memory: 5170, top1_acc: 0.3156, top5_acc: 0.5578, loss_cls: 3.1740, loss: 3.1740, grad_norm: 6.3285 2020-07-25 07:26:01,455 - mmaction - INFO - Epoch [2][3000/3757] lr: 1.000e-02, eta: 9 days, 10:38:56, time: 2.046, data_time: 0.214, memory: 5170, top1_acc: 0.2992, top5_acc: 0.5453, loss_cls: 3.2336, loss: 3.2336, grad_norm: 6.0146 2020-07-25 07:26:43,170 - mmaction - INFO - Epoch [2][3020/3757] lr: 1.000e-02, eta: 9 days, 10:35:53, time: 2.084, data_time: 0.747, memory: 5170, top1_acc: 0.3047, top5_acc: 0.5625, loss_cls: 3.2165, loss: 3.2165, grad_norm: 6.1003 2020-07-25 07:27:21,246 - mmaction - INFO - Epoch [2][3040/3757] lr: 1.000e-02, eta: 9 days, 10:29:38, time: 1.906, data_time: 0.539, memory: 5170, top1_acc: 0.3289, top5_acc: 0.5687, loss_cls: 3.1677, loss: 3.1677, grad_norm: 6.0982 2020-07-25 07:28:02,280 - mmaction - INFO - Epoch [2][3060/3757] lr: 1.000e-02, eta: 9 days, 10:25:56, time: 2.046, data_time: 0.968, memory: 5170, top1_acc: 0.3156, top5_acc: 0.5406, loss_cls: 3.1701, loss: 3.1701, grad_norm: 6.0859 2020-07-25 07:28:42,008 - mmaction - INFO - Epoch [2][3080/3757] lr: 1.000e-02, eta: 9 days, 10:21:16, time: 1.992, data_time: 1.100, memory: 5170, top1_acc: 0.2977, top5_acc: 0.5633, loss_cls: 3.2953, loss: 3.2953, grad_norm: 6.3660 2020-07-25 07:29:24,793 - mmaction - INFO - Epoch [2][3100/3757] lr: 1.000e-02, eta: 9 days, 10:19:11, time: 2.134, data_time: 1.033, memory: 5170, top1_acc: 0.3117, top5_acc: 0.5555, loss_cls: 3.1735, loss: 3.1735, grad_norm: 6.1788 2020-07-25 07:30:04,875 - mmaction - INFO - Epoch [2][3120/3757] lr: 1.000e-02, eta: 9 days, 10:14:52, time: 2.008, data_time: 0.112, memory: 5170, top1_acc: 0.3156, top5_acc: 0.5687, loss_cls: 3.1870, loss: 3.1870, grad_norm: 6.1346 2020-07-25 07:30:44,881 - mmaction - INFO - Epoch [2][3140/3757] lr: 1.000e-02, eta: 9 days, 10:10:26, time: 2.001, data_time: 0.146, memory: 5170, top1_acc: 0.3102, top5_acc: 0.5523, loss_cls: 3.2373, loss: 3.2373, grad_norm: 6.2094 2020-07-25 07:31:24,779 - mmaction - INFO - Epoch [2][3160/3757] lr: 1.000e-02, eta: 9 days, 10:05:47, time: 1.987, data_time: 0.061, memory: 5170, top1_acc: 0.3031, top5_acc: 0.5750, loss_cls: 3.1455, loss: 3.1455, grad_norm: 6.2091 2020-07-25 07:32:04,122 - mmaction - INFO - Epoch [2][3180/3757] lr: 1.000e-02, eta: 9 days, 10:00:56, time: 1.975, data_time: 0.230, memory: 5170, top1_acc: 0.3383, top5_acc: 0.5883, loss_cls: 3.0531, loss: 3.0531, grad_norm: 6.0583 2020-07-25 07:32:43,263 - mmaction - INFO - Epoch [2][3200/3757] lr: 1.000e-02, eta: 9 days, 9:55:48, time: 1.958, data_time: 0.059, memory: 5170, top1_acc: 0.2898, top5_acc: 0.5656, loss_cls: 3.1725, loss: 3.1725, grad_norm: 6.1332 2020-07-25 07:33:27,775 - mmaction - INFO - Epoch [2][3220/3757] lr: 1.000e-02, eta: 9 days, 9:55:23, time: 2.224, data_time: 0.290, memory: 5170, top1_acc: 0.2953, top5_acc: 0.5648, loss_cls: 3.2598, loss: 3.2598, grad_norm: 6.1431 2020-07-25 07:34:07,202 - mmaction - INFO - Epoch [2][3240/3757] lr: 1.000e-02, eta: 9 days, 9:50:33, time: 1.972, data_time: 0.009, memory: 5170, top1_acc: 0.2797, top5_acc: 0.5477, loss_cls: 3.2475, loss: 3.2475, grad_norm: 5.9823 2020-07-25 07:34:46,197 - mmaction - INFO - Epoch [2][3260/3757] lr: 1.000e-02, eta: 9 days, 9:45:21, time: 1.950, data_time: 0.002, memory: 5170, top1_acc: 0.2883, top5_acc: 0.5672, loss_cls: 3.2396, loss: 3.2396, grad_norm: 5.9904 2020-07-25 07:35:29,860 - mmaction - INFO - Epoch [2][3280/3757] lr: 1.000e-02, eta: 9 days, 9:44:15, time: 2.183, data_time: 0.002, memory: 5170, top1_acc: 0.3281, top5_acc: 0.5891, loss_cls: 3.0757, loss: 3.0757, grad_norm: 5.9122 2020-07-25 07:36:10,621 - mmaction - INFO - Epoch [2][3300/3757] lr: 1.000e-02, eta: 9 days, 9:40:36, time: 2.037, data_time: 0.002, memory: 5170, top1_acc: 0.3070, top5_acc: 0.5633, loss_cls: 3.1032, loss: 3.1032, grad_norm: 6.1384 2020-07-25 07:36:49,933 - mmaction - INFO - Epoch [2][3320/3757] lr: 1.000e-02, eta: 9 days, 9:35:42, time: 1.964, data_time: 0.014, memory: 5170, top1_acc: 0.3023, top5_acc: 0.5531, loss_cls: 3.2484, loss: 3.2484, grad_norm: 6.1608 2020-07-25 07:37:29,412 - mmaction - INFO - Epoch [2][3340/3757] lr: 1.000e-02, eta: 9 days, 9:31:02, time: 1.976, data_time: 0.006, memory: 5170, top1_acc: 0.3055, top5_acc: 0.5594, loss_cls: 3.1951, loss: 3.1951, grad_norm: 6.0394 2020-07-25 07:38:08,513 - mmaction - INFO - Epoch [2][3360/3757] lr: 1.000e-02, eta: 9 days, 9:25:55, time: 1.949, data_time: 0.207, memory: 5170, top1_acc: 0.3164, top5_acc: 0.5680, loss_cls: 3.1421, loss: 3.1421, grad_norm: 6.1929 2020-07-25 07:38:44,059 - mmaction - INFO - Epoch [2][3380/3757] lr: 1.000e-02, eta: 9 days, 9:17:57, time: 1.782, data_time: 0.642, memory: 5170, top1_acc: 0.2875, top5_acc: 0.5602, loss_cls: 3.2167, loss: 3.2167, grad_norm: 6.2402 2020-07-25 07:39:25,493 - mmaction - INFO - Epoch [2][3400/3757] lr: 1.000e-02, eta: 9 days, 9:15:02, time: 2.074, data_time: 0.809, memory: 5170, top1_acc: 0.2750, top5_acc: 0.5594, loss_cls: 3.2292, loss: 3.2292, grad_norm: 6.1395 2020-07-25 07:40:07,062 - mmaction - INFO - Epoch [2][3420/3757] lr: 1.000e-02, eta: 9 days, 9:12:13, time: 2.079, data_time: 0.225, memory: 5170, top1_acc: 0.2977, top5_acc: 0.5578, loss_cls: 3.2220, loss: 3.2220, grad_norm: 6.1979 2020-07-25 07:40:49,211 - mmaction - INFO - Epoch [2][3440/3757] lr: 1.000e-02, eta: 9 days, 9:09:54, time: 2.106, data_time: 0.648, memory: 5170, top1_acc: 0.2820, top5_acc: 0.5281, loss_cls: 3.3157, loss: 3.3157, grad_norm: 6.1892 2020-07-25 07:41:28,228 - mmaction - INFO - Epoch [2][3460/3757] lr: 1.000e-02, eta: 9 days, 9:04:55, time: 1.950, data_time: 1.274, memory: 5170, top1_acc: 0.3250, top5_acc: 0.5695, loss_cls: 3.1627, loss: 3.1627, grad_norm: 6.0298 2020-07-25 07:42:10,011 - mmaction - INFO - Epoch [2][3480/3757] lr: 1.000e-02, eta: 9 days, 9:02:14, time: 2.084, data_time: 1.488, memory: 5170, top1_acc: 0.2977, top5_acc: 0.5648, loss_cls: 3.2066, loss: 3.2066, grad_norm: 5.9940 2020-07-25 07:42:48,474 - mmaction - INFO - Epoch [2][3500/3757] lr: 1.000e-02, eta: 9 days, 8:56:57, time: 1.930, data_time: 1.359, memory: 5170, top1_acc: 0.2875, top5_acc: 0.5492, loss_cls: 3.2693, loss: 3.2693, grad_norm: 6.1985 2020-07-25 07:43:29,146 - mmaction - INFO - Epoch [2][3520/3757] lr: 1.000e-02, eta: 9 days, 8:53:24, time: 2.031, data_time: 1.443, memory: 5170, top1_acc: 0.3187, top5_acc: 0.5844, loss_cls: 3.0527, loss: 3.0527, grad_norm: 5.9536 2020-07-25 07:44:08,221 - mmaction - INFO - Epoch [2][3540/3757] lr: 1.000e-02, eta: 9 days, 8:48:36, time: 1.956, data_time: 1.347, memory: 5170, top1_acc: 0.3141, top5_acc: 0.5625, loss_cls: 3.1590, loss: 3.1590, grad_norm: 6.0821 2020-07-25 07:44:51,577 - mmaction - INFO - Epoch [2][3560/3757] lr: 1.000e-02, eta: 9 days, 8:47:23, time: 2.169, data_time: 0.812, memory: 5170, top1_acc: 0.3102, top5_acc: 0.5555, loss_cls: 3.1992, loss: 3.1992, grad_norm: 6.1339 2020-07-25 07:45:29,739 - mmaction - INFO - Epoch [2][3580/3757] lr: 1.000e-02, eta: 9 days, 8:41:47, time: 1.905, data_time: 0.233, memory: 5170, top1_acc: 0.3156, top5_acc: 0.5773, loss_cls: 3.0729, loss: 3.0729, grad_norm: 6.0130 2020-07-25 07:46:06,535 - mmaction - INFO - Epoch [2][3600/3757] lr: 1.000e-02, eta: 9 days, 8:35:08, time: 1.841, data_time: 0.014, memory: 5170, top1_acc: 0.3125, top5_acc: 0.5555, loss_cls: 3.1915, loss: 3.1915, grad_norm: 6.1282 2020-07-25 07:46:47,458 - mmaction - INFO - Epoch [2][3620/3757] lr: 1.000e-02, eta: 9 days, 8:31:49, time: 2.040, data_time: 0.008, memory: 5170, top1_acc: 0.3281, top5_acc: 0.5859, loss_cls: 3.0269, loss: 3.0269, grad_norm: 6.1204 2020-07-25 07:47:27,978 - mmaction - INFO - Epoch [2][3640/3757] lr: 1.000e-02, eta: 9 days, 8:28:25, time: 2.033, data_time: 0.010, memory: 5170, top1_acc: 0.3156, top5_acc: 0.5727, loss_cls: 3.1413, loss: 3.1413, grad_norm: 6.1317 2020-07-25 07:48:06,687 - mmaction - INFO - Epoch [2][3660/3757] lr: 1.000e-02, eta: 9 days, 8:23:24, time: 1.935, data_time: 0.010, memory: 5170, top1_acc: 0.3109, top5_acc: 0.5844, loss_cls: 3.1008, loss: 3.1008, grad_norm: 6.2057 2020-07-25 07:48:48,880 - mmaction - INFO - Epoch [2][3680/3757] lr: 1.000e-02, eta: 9 days, 8:21:16, time: 2.108, data_time: 0.002, memory: 5170, top1_acc: 0.2992, top5_acc: 0.5648, loss_cls: 3.1996, loss: 3.1996, grad_norm: 6.2807 2020-07-25 07:49:27,700 - mmaction - INFO - Epoch [2][3700/3757] lr: 1.000e-02, eta: 9 days, 8:16:21, time: 1.939, data_time: 0.009, memory: 5170, top1_acc: 0.3031, top5_acc: 0.5578, loss_cls: 3.2042, loss: 3.2042, grad_norm: 6.2096 2020-07-25 07:50:08,958 - mmaction - INFO - Epoch [2][3720/3757] lr: 1.000e-02, eta: 9 days, 8:13:32, time: 2.065, data_time: 0.006, memory: 5170, top1_acc: 0.3016, top5_acc: 0.5609, loss_cls: 3.1984, loss: 3.1984, grad_norm: 6.2092 2020-07-25 07:50:48,644 - mmaction - INFO - Epoch [2][3740/3757] lr: 1.000e-02, eta: 9 days, 8:09:24, time: 1.985, data_time: 0.003, memory: 5170, top1_acc: 0.3016, top5_acc: 0.5859, loss_cls: 3.0695, loss: 3.0695, grad_norm: 6.1650 2020-07-25 07:51:17,547 - mmaction - INFO - Saving checkpoint at 2 epochs 2020-07-25 07:52:12,997 - mmaction - INFO - Epoch [3][20/3757] lr: 1.000e-02, eta: 9 days, 7:45:52, time: 2.693, data_time: 1.712, memory: 5170, top1_acc: 0.3156, top5_acc: 0.5750, loss_cls: 3.0528, loss: 3.0528, grad_norm: 6.0493 2020-07-25 07:52:50,978 - mmaction - INFO - Epoch [3][40/3757] lr: 1.000e-02, eta: 9 days, 7:40:28, time: 1.900, data_time: 0.827, memory: 5170, top1_acc: 0.3328, top5_acc: 0.5813, loss_cls: 3.0824, loss: 3.0824, grad_norm: 6.0737 2020-07-25 07:53:30,772 - mmaction - INFO - Epoch [3][60/3757] lr: 1.000e-02, eta: 9 days, 7:36:24, time: 1.982, data_time: 0.173, memory: 5170, top1_acc: 0.3203, top5_acc: 0.5797, loss_cls: 3.0270, loss: 3.0270, grad_norm: 6.0372 2020-07-25 07:54:11,554 - mmaction - INFO - Epoch [3][80/3757] lr: 1.000e-02, eta: 9 days, 7:33:19, time: 2.041, data_time: 0.249, memory: 5170, top1_acc: 0.3211, top5_acc: 0.5961, loss_cls: 3.0767, loss: 3.0767, grad_norm: 6.0565 2020-07-25 07:54:48,836 - mmaction - INFO - Epoch [3][100/3757] lr: 1.000e-02, eta: 9 days, 7:27:31, time: 1.871, data_time: 0.020, memory: 5170, top1_acc: 0.3219, top5_acc: 0.5773, loss_cls: 3.1437, loss: 3.1437, grad_norm: 6.2055 2020-07-25 07:55:30,413 - mmaction - INFO - Epoch [3][120/3757] lr: 1.000e-02, eta: 9 days, 7:24:53, time: 2.067, data_time: 0.190, memory: 5170, top1_acc: 0.3023, top5_acc: 0.5750, loss_cls: 3.1714, loss: 3.1714, grad_norm: 6.0745 2020-07-25 07:56:09,306 - mmaction - INFO - Epoch [3][140/3757] lr: 1.000e-02, eta: 9 days, 7:20:25, time: 1.952, data_time: 0.093, memory: 5170, top1_acc: 0.3187, top5_acc: 0.5961, loss_cls: 3.0759, loss: 3.0759, grad_norm: 5.9182 2020-07-25 07:56:49,829 - mmaction - INFO - Epoch [3][160/3757] lr: 1.000e-02, eta: 9 days, 7:17:06, time: 2.023, data_time: 0.226, memory: 5170, top1_acc: 0.3031, top5_acc: 0.5508, loss_cls: 3.1850, loss: 3.1850, grad_norm: 6.0631 2020-07-25 07:57:26,809 - mmaction - INFO - Epoch [3][180/3757] lr: 1.000e-02, eta: 9 days, 7:11:08, time: 1.856, data_time: 0.010, memory: 5170, top1_acc: 0.3336, top5_acc: 0.6047, loss_cls: 2.9946, loss: 2.9946, grad_norm: 5.9954 2020-07-25 07:58:06,221 - mmaction - INFO - Epoch [3][200/3757] lr: 1.000e-02, eta: 9 days, 7:06:58, time: 1.967, data_time: 0.010, memory: 5170, top1_acc: 0.3070, top5_acc: 0.5633, loss_cls: 3.1082, loss: 3.1082, grad_norm: 6.1001 2020-07-25 07:58:49,009 - mmaction - INFO - Epoch [3][220/3757] lr: 1.000e-02, eta: 9 days, 7:05:36, time: 2.142, data_time: 0.009, memory: 5170, top1_acc: 0.3133, top5_acc: 0.5828, loss_cls: 3.0656, loss: 3.0656, grad_norm: 6.1543 2020-07-25 07:59:25,580 - mmaction - INFO - Epoch [3][240/3757] lr: 1.000e-02, eta: 9 days, 6:59:10, time: 1.822, data_time: 0.010, memory: 5170, top1_acc: 0.3336, top5_acc: 0.5859, loss_cls: 2.9908, loss: 2.9908, grad_norm: 6.1396 2020-07-25 08:00:07,656 - mmaction - INFO - Epoch [3][260/3757] lr: 1.000e-02, eta: 9 days, 6:57:16, time: 2.107, data_time: 0.011, memory: 5170, top1_acc: 0.3250, top5_acc: 0.5773, loss_cls: 3.0366, loss: 3.0366, grad_norm: 6.2131 2020-07-25 08:00:51,022 - mmaction - INFO - Epoch [3][280/3757] lr: 1.000e-02, eta: 9 days, 6:56:12, time: 2.161, data_time: 0.010, memory: 5170, top1_acc: 0.3187, top5_acc: 0.5984, loss_cls: 3.0291, loss: 3.0291, grad_norm: 6.1038 2020-07-25 08:01:27,747 - mmaction - INFO - Epoch [3][300/3757] lr: 1.000e-02, eta: 9 days, 6:50:14, time: 1.847, data_time: 0.037, memory: 5170, top1_acc: 0.3258, top5_acc: 0.5719, loss_cls: 3.1188, loss: 3.1188, grad_norm: 6.0887 2020-07-25 08:02:09,752 - mmaction - INFO - Epoch [3][320/3757] lr: 1.000e-02, eta: 9 days, 6:48:14, time: 2.100, data_time: 0.029, memory: 5170, top1_acc: 0.3070, top5_acc: 0.5820, loss_cls: 3.0779, loss: 3.0779, grad_norm: 5.9715 2020-07-25 08:02:47,707 - mmaction - INFO - Epoch [3][340/3757] lr: 1.000e-02, eta: 9 days, 6:43:02, time: 1.893, data_time: 0.010, memory: 5170, top1_acc: 0.3156, top5_acc: 0.5758, loss_cls: 3.1503, loss: 3.1503, grad_norm: 6.0593 2020-07-25 08:03:25,410 - mmaction - INFO - Epoch [3][360/3757] lr: 1.000e-02, eta: 9 days, 6:37:45, time: 1.888, data_time: 0.009, memory: 5170, top1_acc: 0.3305, top5_acc: 0.5695, loss_cls: 3.1007, loss: 3.1007, grad_norm: 6.1680 2020-07-25 08:04:03,227 - mmaction - INFO - Epoch [3][380/3757] lr: 1.000e-02, eta: 9 days, 6:32:37, time: 1.895, data_time: 0.007, memory: 5170, top1_acc: 0.3273, top5_acc: 0.5898, loss_cls: 3.0988, loss: 3.0988, grad_norm: 5.9875 2020-07-25 08:04:43,002 - mmaction - INFO - Epoch [3][400/3757] lr: 1.000e-02, eta: 9 days, 6:28:54, time: 1.985, data_time: 0.054, memory: 5170, top1_acc: 0.3305, top5_acc: 0.5961, loss_cls: 3.0885, loss: 3.0885, grad_norm: 6.0465 2020-07-25 08:05:23,530 - mmaction - INFO - Epoch [3][420/3757] lr: 1.000e-02, eta: 9 days, 6:25:48, time: 2.025, data_time: 0.810, memory: 5170, top1_acc: 0.3187, top5_acc: 0.5695, loss_cls: 3.1413, loss: 3.1413, grad_norm: 6.0722 2020-07-25 08:06:03,666 - mmaction - INFO - Epoch [3][440/3757] lr: 1.000e-02, eta: 9 days, 6:22:30, time: 2.010, data_time: 1.429, memory: 5170, top1_acc: 0.3273, top5_acc: 0.5906, loss_cls: 3.0956, loss: 3.0956, grad_norm: 6.2166 2020-07-25 08:06:41,913 - mmaction - INFO - Epoch [3][460/3757] lr: 1.000e-02, eta: 9 days, 6:17:42, time: 1.912, data_time: 0.482, memory: 5170, top1_acc: 0.3219, top5_acc: 0.5703, loss_cls: 3.1209, loss: 3.1209, grad_norm: 5.9937 2020-07-25 08:07:23,545 - mmaction - INFO - Epoch [3][480/3757] lr: 1.000e-02, eta: 9 days, 6:15:33, time: 2.083, data_time: 0.116, memory: 5170, top1_acc: 0.2977, top5_acc: 0.5625, loss_cls: 3.1893, loss: 3.1893, grad_norm: 6.2384 2020-07-25 08:08:01,349 - mmaction - INFO - Epoch [3][500/3757] lr: 1.000e-02, eta: 9 days, 6:10:23, time: 1.885, data_time: 0.010, memory: 5170, top1_acc: 0.3195, top5_acc: 0.5680, loss_cls: 3.1625, loss: 3.1625, grad_norm: 6.1500 2020-07-25 08:08:42,986 - mmaction - INFO - Epoch [3][520/3757] lr: 1.000e-02, eta: 9 days, 6:08:19, time: 2.087, data_time: 0.022, memory: 5170, top1_acc: 0.3227, top5_acc: 0.5883, loss_cls: 3.0300, loss: 3.0300, grad_norm: 5.9365 2020-07-25 08:09:20,758 - mmaction - INFO - Epoch [3][540/3757] lr: 1.000e-02, eta: 9 days, 6:03:14, time: 1.889, data_time: 0.008, memory: 5170, top1_acc: 0.3250, top5_acc: 0.5930, loss_cls: 3.0336, loss: 3.0336, grad_norm: 5.9750 2020-07-25 08:10:02,186 - mmaction - INFO - Epoch [3][560/3757] lr: 1.000e-02, eta: 9 days, 6:00:53, time: 2.067, data_time: 0.010, memory: 5170, top1_acc: 0.3430, top5_acc: 0.5883, loss_cls: 3.0975, loss: 3.0975, grad_norm: 6.1421 2020-07-25 08:10:43,098 - mmaction - INFO - Epoch [3][580/3757] lr: 1.000e-02, eta: 9 days, 5:58:16, time: 2.049, data_time: 0.014, memory: 5170, top1_acc: 0.3031, top5_acc: 0.5844, loss_cls: 3.0668, loss: 3.0668, grad_norm: 6.1345 2020-07-25 08:11:20,345 - mmaction - INFO - Epoch [3][600/3757] lr: 1.000e-02, eta: 9 days, 5:52:46, time: 1.857, data_time: 0.014, memory: 5170, top1_acc: 0.3148, top5_acc: 0.5563, loss_cls: 3.1441, loss: 3.1441, grad_norm: 6.0540 2020-07-25 08:12:01,190 - mmaction - INFO - Epoch [3][620/3757] lr: 1.000e-02, eta: 9 days, 5:50:09, time: 2.047, data_time: 0.148, memory: 5170, top1_acc: 0.3109, top5_acc: 0.5758, loss_cls: 3.1134, loss: 3.1134, grad_norm: 6.0105 2020-07-25 08:12:42,366 - mmaction - INFO - Epoch [3][640/3757] lr: 1.000e-02, eta: 9 days, 5:47:39, time: 2.054, data_time: 0.016, memory: 5170, top1_acc: 0.3219, top5_acc: 0.5852, loss_cls: 3.0767, loss: 3.0767, grad_norm: 5.9861 2020-07-25 08:13:23,837 - mmaction - INFO - Epoch [3][660/3757] lr: 1.000e-02, eta: 9 days, 5:45:31, time: 2.078, data_time: 0.794, memory: 5170, top1_acc: 0.3336, top5_acc: 0.5898, loss_cls: 3.0270, loss: 3.0270, grad_norm: 5.9899 2020-07-25 08:13:58,039 - mmaction - INFO - Epoch [3][680/3757] lr: 1.000e-02, eta: 9 days, 5:37:46, time: 1.703, data_time: 1.037, memory: 5170, top1_acc: 0.3492, top5_acc: 0.5914, loss_cls: 2.9864, loss: 2.9864, grad_norm: 6.1313 2020-07-25 08:14:39,196 - mmaction - INFO - Epoch [3][700/3757] lr: 1.000e-02, eta: 9 days, 5:35:28, time: 2.065, data_time: 0.342, memory: 5170, top1_acc: 0.2984, top5_acc: 0.5734, loss_cls: 3.1856, loss: 3.1856, grad_norm: 6.0547 2020-07-25 08:15:19,564 - mmaction - INFO - Epoch [3][720/3757] lr: 1.000e-02, eta: 9 days, 5:32:26, time: 2.016, data_time: 0.008, memory: 5170, top1_acc: 0.3336, top5_acc: 0.5906, loss_cls: 3.0401, loss: 3.0401, grad_norm: 6.0257 2020-07-25 08:15:58,189 - mmaction - INFO - Epoch [3][740/3757] lr: 1.000e-02, eta: 9 days, 5:28:04, time: 1.924, data_time: 0.007, memory: 5170, top1_acc: 0.3211, top5_acc: 0.6000, loss_cls: 2.9836, loss: 2.9836, grad_norm: 6.1722 2020-07-25 08:16:39,525 - mmaction - INFO - Epoch [3][760/3757] lr: 1.000e-02, eta: 9 days, 5:25:57, time: 2.076, data_time: 0.012, memory: 5170, top1_acc: 0.3391, top5_acc: 0.6125, loss_cls: 2.9605, loss: 2.9605, grad_norm: 6.1043 2020-07-25 08:17:18,653 - mmaction - INFO - Epoch [3][780/3757] lr: 1.000e-02, eta: 9 days, 5:22:04, time: 1.955, data_time: 0.008, memory: 5170, top1_acc: 0.3250, top5_acc: 0.5797, loss_cls: 3.1131, loss: 3.1131, grad_norm: 6.1462 2020-07-25 08:17:58,518 - mmaction - INFO - Epoch [3][800/3757] lr: 1.000e-02, eta: 9 days, 5:18:46, time: 1.993, data_time: 0.003, memory: 5170, top1_acc: 0.3070, top5_acc: 0.5734, loss_cls: 3.1527, loss: 3.1527, grad_norm: 6.1873 2020-07-25 08:18:38,517 - mmaction - INFO - Epoch [3][820/3757] lr: 1.000e-02, eta: 9 days, 5:15:31, time: 1.997, data_time: 0.057, memory: 5170, top1_acc: 0.3305, top5_acc: 0.5641, loss_cls: 3.1508, loss: 3.1508, grad_norm: 6.0382 2020-07-25 08:19:15,581 - mmaction - INFO - Epoch [3][840/3757] lr: 1.000e-02, eta: 9 days, 5:10:14, time: 1.857, data_time: 0.020, memory: 5170, top1_acc: 0.3195, top5_acc: 0.5813, loss_cls: 3.1214, loss: 3.1214, grad_norm: 6.0938 2020-07-25 08:19:58,578 - mmaction - INFO - Epoch [3][860/3757] lr: 1.000e-02, eta: 9 days, 5:09:12, time: 2.146, data_time: 0.008, memory: 5170, top1_acc: 0.3187, top5_acc: 0.5891, loss_cls: 3.0476, loss: 3.0476, grad_norm: 5.9853 2020-07-25 08:20:39,484 - mmaction - INFO - Epoch [3][880/3757] lr: 1.000e-02, eta: 9 days, 5:06:44, time: 2.048, data_time: 0.007, memory: 5170, top1_acc: 0.3297, top5_acc: 0.5984, loss_cls: 2.9892, loss: 2.9892, grad_norm: 5.9766 2020-07-25 08:21:16,983 - mmaction - INFO - Epoch [3][900/3757] lr: 1.000e-02, eta: 9 days, 5:01:41, time: 1.869, data_time: 0.103, memory: 5170, top1_acc: 0.3219, top5_acc: 0.5813, loss_cls: 3.0796, loss: 3.0796, grad_norm: 5.9758 2020-07-25 08:21:58,313 - mmaction - INFO - Epoch [3][920/3757] lr: 1.000e-02, eta: 9 days, 4:59:35, time: 2.073, data_time: 0.014, memory: 5170, top1_acc: 0.3398, top5_acc: 0.5781, loss_cls: 3.0690, loss: 3.0690, grad_norm: 6.0782 2020-07-25 08:22:38,689 - mmaction - INFO - Epoch [3][940/3757] lr: 1.000e-02, eta: 9 days, 4:56:44, time: 2.019, data_time: 0.003, memory: 5170, top1_acc: 0.3086, top5_acc: 0.5805, loss_cls: 3.0903, loss: 3.0903, grad_norm: 6.1827 2020-07-25 08:23:20,171 - mmaction - INFO - Epoch [3][960/3757] lr: 1.000e-02, eta: 9 days, 4:54:37, time: 2.069, data_time: 0.558, memory: 5170, top1_acc: 0.3414, top5_acc: 0.5797, loss_cls: 3.0432, loss: 3.0432, grad_norm: 6.1658 2020-07-25 08:23:57,996 - mmaction - INFO - Epoch [3][980/3757] lr: 1.000e-02, eta: 9 days, 4:50:00, time: 1.896, data_time: 1.089, memory: 5170, top1_acc: 0.3102, top5_acc: 0.5750, loss_cls: 3.1104, loss: 3.1104, grad_norm: 6.0358 2020-07-25 08:24:37,047 - mmaction - INFO - Epoch [3][1000/3757] lr: 1.000e-02, eta: 9 days, 4:46:14, time: 1.953, data_time: 0.325, memory: 5170, top1_acc: 0.3156, top5_acc: 0.5805, loss_cls: 3.0542, loss: 3.0542, grad_norm: 6.1469 2020-07-25 08:25:14,839 - mmaction - INFO - Epoch [3][1020/3757] lr: 1.000e-02, eta: 9 days, 4:41:31, time: 1.886, data_time: 0.008, memory: 5170, top1_acc: 0.3375, top5_acc: 0.5711, loss_cls: 3.0912, loss: 3.0912, grad_norm: 6.0217 2020-07-25 08:25:52,988 - mmaction - INFO - Epoch [3][1040/3757] lr: 1.000e-02, eta: 9 days, 4:37:11, time: 1.911, data_time: 0.008, memory: 5170, top1_acc: 0.3609, top5_acc: 0.6117, loss_cls: 2.9144, loss: 2.9144, grad_norm: 5.8557 2020-07-25 08:26:33,515 - mmaction - INFO - Epoch [3][1060/3757] lr: 1.000e-02, eta: 9 days, 4:34:24, time: 2.019, data_time: 0.008, memory: 5170, top1_acc: 0.3063, top5_acc: 0.5945, loss_cls: 3.0852, loss: 3.0852, grad_norm: 6.2878 2020-07-25 08:27:14,739 - mmaction - INFO - Epoch [3][1080/3757] lr: 1.000e-02, eta: 9 days, 4:32:20, time: 2.068, data_time: 0.053, memory: 5170, top1_acc: 0.3344, top5_acc: 0.6125, loss_cls: 3.0135, loss: 3.0135, grad_norm: 6.0234 2020-07-25 08:27:55,744 - mmaction - INFO - Epoch [3][1100/3757] lr: 1.000e-02, eta: 9 days, 4:30:02, time: 2.052, data_time: 0.010, memory: 5170, top1_acc: 0.3266, top5_acc: 0.6031, loss_cls: 3.0125, loss: 3.0125, grad_norm: 5.9147 2020-07-25 08:28:36,425 - mmaction - INFO - Epoch [3][1120/3757] lr: 1.000e-02, eta: 9 days, 4:27:21, time: 2.025, data_time: 0.007, memory: 5170, top1_acc: 0.3039, top5_acc: 0.5906, loss_cls: 3.1189, loss: 3.1189, grad_norm: 6.1344 2020-07-25 08:29:14,947 - mmaction - INFO - Epoch [3][1140/3757] lr: 1.000e-02, eta: 9 days, 4:23:25, time: 1.935, data_time: 0.051, memory: 5170, top1_acc: 0.3367, top5_acc: 0.6109, loss_cls: 2.9945, loss: 2.9945, grad_norm: 6.0369 2020-07-25 08:29:57,735 - mmaction - INFO - Epoch [3][1160/3757] lr: 1.000e-02, eta: 9 days, 4:22:23, time: 2.139, data_time: 0.117, memory: 5170, top1_acc: 0.3336, top5_acc: 0.5984, loss_cls: 3.0000, loss: 3.0000, grad_norm: 6.0414 2020-07-25 08:30:36,102 - mmaction - INFO - Epoch [3][1180/3757] lr: 1.000e-02, eta: 9 days, 4:18:08, time: 1.910, data_time: 0.126, memory: 5170, top1_acc: 0.3234, top5_acc: 0.5922, loss_cls: 3.0236, loss: 3.0236, grad_norm: 6.1554 2020-07-25 08:31:16,450 - mmaction - INFO - Epoch [3][1200/3757] lr: 1.000e-02, eta: 9 days, 4:15:31, time: 2.026, data_time: 0.011, memory: 5170, top1_acc: 0.3063, top5_acc: 0.5867, loss_cls: 3.0930, loss: 3.0930, grad_norm: 6.0976 2020-07-25 08:31:57,750 - mmaction - INFO - Epoch [3][1220/3757] lr: 1.000e-02, eta: 9 days, 4:13:27, time: 2.065, data_time: 0.007, memory: 5170, top1_acc: 0.3242, top5_acc: 0.5844, loss_cls: 3.0959, loss: 3.0959, grad_norm: 6.0094 2020-07-25 08:32:37,978 - mmaction - INFO - Epoch [3][1240/3757] lr: 1.000e-02, eta: 9 days, 4:10:34, time: 2.006, data_time: 0.003, memory: 5170, top1_acc: 0.3461, top5_acc: 0.5969, loss_cls: 2.9689, loss: 2.9689, grad_norm: 5.8918 2020-07-25 08:33:17,089 - mmaction - INFO - Epoch [3][1260/3757] lr: 1.000e-02, eta: 9 days, 4:07:05, time: 1.961, data_time: 0.008, memory: 5170, top1_acc: 0.3430, top5_acc: 0.6094, loss_cls: 2.9360, loss: 2.9360, grad_norm: 5.9972 2020-07-25 08:33:55,663 - mmaction - INFO - Epoch [3][1280/3757] lr: 1.000e-02, eta: 9 days, 4:03:07, time: 1.927, data_time: 0.033, memory: 5170, top1_acc: 0.3156, top5_acc: 0.5766, loss_cls: 3.1384, loss: 3.1384, grad_norm: 6.1017 2020-07-25 08:34:35,589 - mmaction - INFO - Epoch [3][1300/3757] lr: 1.000e-02, eta: 9 days, 4:00:08, time: 1.995, data_time: 1.096, memory: 5170, top1_acc: 0.3273, top5_acc: 0.5859, loss_cls: 3.0486, loss: 3.0486, grad_norm: 6.0142 2020-07-25 08:35:15,346 - mmaction - INFO - Epoch [3][1320/3757] lr: 1.000e-02, eta: 9 days, 3:56:58, time: 1.982, data_time: 0.824, memory: 5170, top1_acc: 0.3250, top5_acc: 0.5758, loss_cls: 3.0928, loss: 3.0928, grad_norm: 6.1388 2020-07-25 08:35:52,174 - mmaction - INFO - Epoch [3][1340/3757] lr: 1.000e-02, eta: 9 days, 3:51:58, time: 1.849, data_time: 0.112, memory: 5170, top1_acc: 0.3141, top5_acc: 0.5687, loss_cls: 3.1207, loss: 3.1207, grad_norm: 6.0464 2020-07-25 08:36:32,032 - mmaction - INFO - Epoch [3][1360/3757] lr: 1.000e-02, eta: 9 days, 3:48:57, time: 1.990, data_time: 0.007, memory: 5170, top1_acc: 0.3219, top5_acc: 0.5883, loss_cls: 3.0918, loss: 3.0918, grad_norm: 6.1270 2020-07-25 08:37:07,906 - mmaction - INFO - Epoch [3][1380/3757] lr: 1.000e-02, eta: 9 days, 3:43:15, time: 1.795, data_time: 0.046, memory: 5170, top1_acc: 0.3273, top5_acc: 0.5914, loss_cls: 3.0362, loss: 3.0362, grad_norm: 6.0983 2020-07-25 08:37:48,328 - mmaction - INFO - Epoch [3][1400/3757] lr: 1.000e-02, eta: 9 days, 3:40:39, time: 2.019, data_time: 0.084, memory: 5170, top1_acc: 0.3289, top5_acc: 0.6031, loss_cls: 3.0244, loss: 3.0244, grad_norm: 6.2067 2020-07-25 08:38:26,886 - mmaction - INFO - Epoch [3][1420/3757] lr: 1.000e-02, eta: 9 days, 3:36:50, time: 1.930, data_time: 0.563, memory: 5170, top1_acc: 0.3227, top5_acc: 0.5945, loss_cls: 3.1043, loss: 3.1043, grad_norm: 6.2109 2020-07-25 08:39:07,062 - mmaction - INFO - Epoch [3][1440/3757] lr: 1.000e-02, eta: 9 days, 3:34:07, time: 2.010, data_time: 0.004, memory: 5170, top1_acc: 0.3383, top5_acc: 0.5906, loss_cls: 2.9976, loss: 2.9976, grad_norm: 6.0361 2020-07-25 08:39:44,580 - mmaction - INFO - Epoch [3][1460/3757] lr: 1.000e-02, eta: 9 days, 3:29:33, time: 1.873, data_time: 0.009, memory: 5170, top1_acc: 0.3297, top5_acc: 0.5945, loss_cls: 3.0681, loss: 3.0681, grad_norm: 5.9990 2020-07-25 08:40:23,294 - mmaction - INFO - Epoch [3][1480/3757] lr: 1.000e-02, eta: 9 days, 3:25:51, time: 1.935, data_time: 0.008, memory: 5170, top1_acc: 0.3516, top5_acc: 0.6031, loss_cls: 3.0010, loss: 3.0010, grad_norm: 6.0359 2020-07-25 08:41:04,664 - mmaction - INFO - Epoch [3][1500/3757] lr: 1.000e-02, eta: 9 days, 3:24:02, time: 2.073, data_time: 0.014, memory: 5170, top1_acc: 0.3125, top5_acc: 0.5773, loss_cls: 3.1045, loss: 3.1045, grad_norm: 6.0780 2020-07-25 08:41:43,463 - mmaction - INFO - Epoch [3][1520/3757] lr: 1.000e-02, eta: 9 days, 3:20:21, time: 1.935, data_time: 0.007, memory: 5170, top1_acc: 0.3109, top5_acc: 0.5719, loss_cls: 3.0517, loss: 3.0517, grad_norm: 6.0476 2020-07-25 08:42:26,561 - mmaction - INFO - Epoch [3][1540/3757] lr: 1.000e-02, eta: 9 days, 3:19:41, time: 2.157, data_time: 0.009, memory: 5170, top1_acc: 0.3148, top5_acc: 0.5867, loss_cls: 3.0759, loss: 3.0759, grad_norm: 6.0082 2020-07-25 08:43:03,308 - mmaction - INFO - Epoch [3][1560/3757] lr: 1.000e-02, eta: 9 days, 3:14:39, time: 1.834, data_time: 0.135, memory: 5170, top1_acc: 0.3125, top5_acc: 0.6086, loss_cls: 3.0206, loss: 3.0206, grad_norm: 6.0224 2020-07-25 08:43:42,311 - mmaction - INFO - Epoch [3][1580/3757] lr: 1.000e-02, eta: 9 days, 3:11:18, time: 1.957, data_time: 0.448, memory: 5170, top1_acc: 0.3531, top5_acc: 0.6195, loss_cls: 2.8558, loss: 2.8558, grad_norm: 5.9922 2020-07-25 08:44:24,020 - mmaction - INFO - Epoch [3][1600/3757] lr: 1.000e-02, eta: 9 days, 3:09:34, time: 2.076, data_time: 0.354, memory: 5170, top1_acc: 0.3320, top5_acc: 0.5813, loss_cls: 3.0491, loss: 3.0491, grad_norm: 6.1609 2020-07-25 08:45:06,516 - mmaction - INFO - Epoch [3][1620/3757] lr: 1.000e-02, eta: 9 days, 3:08:34, time: 2.131, data_time: 1.052, memory: 5170, top1_acc: 0.3438, top5_acc: 0.5992, loss_cls: 3.0282, loss: 3.0282, grad_norm: 5.9560 2020-07-25 08:45:43,416 - mmaction - INFO - Epoch [3][1640/3757] lr: 1.000e-02, eta: 9 days, 3:03:43, time: 1.843, data_time: 0.118, memory: 5170, top1_acc: 0.3078, top5_acc: 0.5766, loss_cls: 3.1402, loss: 3.1402, grad_norm: 6.0903 2020-07-25 08:46:23,447 - mmaction - INFO - Epoch [3][1660/3757] lr: 1.000e-02, eta: 9 days, 3:01:04, time: 2.006, data_time: 0.272, memory: 5170, top1_acc: 0.3305, top5_acc: 0.6000, loss_cls: 2.9832, loss: 2.9832, grad_norm: 5.9212 2020-07-25 08:47:03,259 - mmaction - INFO - Epoch [3][1680/3757] lr: 1.000e-02, eta: 9 days, 2:58:07, time: 1.984, data_time: 0.008, memory: 5170, top1_acc: 0.3312, top5_acc: 0.5953, loss_cls: 2.9759, loss: 2.9759, grad_norm: 6.0965 2020-07-25 08:47:43,985 - mmaction - INFO - Epoch [3][1700/3757] lr: 1.000e-02, eta: 9 days, 2:55:59, time: 2.044, data_time: 0.011, memory: 5170, top1_acc: 0.3539, top5_acc: 0.6078, loss_cls: 2.9145, loss: 2.9145, grad_norm: 5.9900 2020-07-25 08:48:23,698 - mmaction - INFO - Epoch [3][1720/3757] lr: 1.000e-02, eta: 9 days, 2:53:05, time: 1.985, data_time: 0.040, memory: 5170, top1_acc: 0.3219, top5_acc: 0.5711, loss_cls: 3.0952, loss: 3.0952, grad_norm: 6.0636 2020-07-25 08:49:01,550 - mmaction - INFO - Epoch [3][1740/3757] lr: 1.000e-02, eta: 9 days, 2:48:57, time: 1.892, data_time: 0.009, memory: 5170, top1_acc: 0.3414, top5_acc: 0.6016, loss_cls: 3.0009, loss: 3.0009, grad_norm: 5.8470 2020-07-25 08:49:43,033 - mmaction - INFO - Epoch [3][1760/3757] lr: 1.000e-02, eta: 9 days, 2:47:11, time: 2.069, data_time: 0.009, memory: 5170, top1_acc: 0.3211, top5_acc: 0.5875, loss_cls: 2.9974, loss: 2.9974, grad_norm: 5.8791 2020-07-25 08:50:21,359 - mmaction - INFO - Epoch [3][1780/3757] lr: 1.000e-02, eta: 9 days, 2:43:22, time: 1.914, data_time: 0.008, memory: 5170, top1_acc: 0.3563, top5_acc: 0.6016, loss_cls: 2.9237, loss: 2.9237, grad_norm: 5.8965 2020-07-25 08:51:00,269 - mmaction - INFO - Epoch [3][1800/3757] lr: 1.000e-02, eta: 9 days, 2:40:04, time: 1.952, data_time: 0.011, memory: 5170, top1_acc: 0.3523, top5_acc: 0.6047, loss_cls: 2.9804, loss: 2.9804, grad_norm: 5.9009 2020-07-25 08:51:40,086 - mmaction - INFO - Epoch [3][1820/3757] lr: 1.000e-02, eta: 9 days, 2:37:15, time: 1.988, data_time: 0.036, memory: 5170, top1_acc: 0.3469, top5_acc: 0.6180, loss_cls: 2.9236, loss: 2.9236, grad_norm: 5.9313 2020-07-25 08:52:18,145 - mmaction - INFO - Epoch [3][1840/3757] lr: 1.000e-02, eta: 9 days, 2:33:18, time: 1.900, data_time: 0.008, memory: 5170, top1_acc: 0.3281, top5_acc: 0.5844, loss_cls: 3.0634, loss: 3.0634, grad_norm: 6.0268 2020-07-25 08:52:59,659 - mmaction - INFO - Epoch [3][1860/3757] lr: 1.000e-02, eta: 9 days, 2:31:43, time: 2.082, data_time: 0.010, memory: 5170, top1_acc: 0.3336, top5_acc: 0.5836, loss_cls: 3.0808, loss: 3.0808, grad_norm: 5.8425 2020-07-25 08:53:37,579 - mmaction - INFO - Epoch [3][1880/3757] lr: 1.000e-02, eta: 9 days, 2:27:38, time: 1.888, data_time: 0.010, memory: 5170, top1_acc: 0.3312, top5_acc: 0.5797, loss_cls: 3.0451, loss: 3.0451, grad_norm: 5.9395 2020-07-25 08:54:20,747 - mmaction - INFO - Epoch [3][1900/3757] lr: 1.000e-02, eta: 9 days, 2:27:05, time: 2.161, data_time: 0.012, memory: 5170, top1_acc: 0.3281, top5_acc: 0.6031, loss_cls: 2.9928, loss: 2.9928, grad_norm: 6.1060 2020-07-25 08:55:00,575 - mmaction - INFO - Epoch [3][1920/3757] lr: 1.000e-02, eta: 9 days, 2:24:27, time: 1.998, data_time: 0.010, memory: 5170, top1_acc: 0.3281, top5_acc: 0.6047, loss_cls: 2.9960, loss: 2.9960, grad_norm: 6.0021 2020-07-25 08:55:38,466 - mmaction - INFO - Epoch [3][1940/3757] lr: 1.000e-02, eta: 9 days, 2:20:28, time: 1.895, data_time: 0.008, memory: 5170, top1_acc: 0.3391, top5_acc: 0.5977, loss_cls: 2.9996, loss: 2.9996, grad_norm: 6.0133 2020-07-25 08:56:16,853 - mmaction - INFO - Epoch [3][1960/3757] lr: 1.000e-02, eta: 9 days, 2:16:50, time: 1.919, data_time: 0.003, memory: 5170, top1_acc: 0.3219, top5_acc: 0.5875, loss_cls: 3.0476, loss: 3.0476, grad_norm: 5.9623 2020-07-25 08:56:58,156 - mmaction - INFO - Epoch [3][1980/3757] lr: 1.000e-02, eta: 9 days, 2:15:05, time: 2.065, data_time: 0.003, memory: 5170, top1_acc: 0.3094, top5_acc: 0.5680, loss_cls: 3.1517, loss: 3.1517, grad_norm: 6.0690 2020-07-25 08:57:35,169 - mmaction - INFO - Epoch [3][2000/3757] lr: 1.000e-02, eta: 9 days, 2:10:33, time: 1.849, data_time: 0.008, memory: 5170, top1_acc: 0.3258, top5_acc: 0.5711, loss_cls: 3.0925, loss: 3.0925, grad_norm: 5.9900 2020-07-25 08:58:13,502 - mmaction - INFO - Epoch [3][2020/3757] lr: 1.000e-02, eta: 9 days, 2:06:56, time: 1.918, data_time: 0.005, memory: 5170, top1_acc: 0.3164, top5_acc: 0.5703, loss_cls: 3.1007, loss: 3.1007, grad_norm: 5.9383 2020-07-25 08:58:56,343 - mmaction - INFO - Epoch [3][2040/3757] lr: 1.000e-02, eta: 9 days, 2:06:13, time: 2.143, data_time: 0.037, memory: 5170, top1_acc: 0.3477, top5_acc: 0.5961, loss_cls: 3.0047, loss: 3.0047, grad_norm: 5.8917 2020-07-25 08:59:36,121 - mmaction - INFO - Epoch [3][2060/3757] lr: 1.000e-02, eta: 9 days, 2:03:30, time: 1.988, data_time: 0.002, memory: 5170, top1_acc: 0.3398, top5_acc: 0.5906, loss_cls: 3.0892, loss: 3.0892, grad_norm: 6.1550 2020-07-25 09:00:15,372 - mmaction - INFO - Epoch [3][2080/3757] lr: 1.000e-02, eta: 9 days, 2:00:21, time: 1.953, data_time: 0.340, memory: 5170, top1_acc: 0.3336, top5_acc: 0.5898, loss_cls: 3.0412, loss: 3.0412, grad_norm: 6.0164 2020-07-25 09:00:54,420 - mmaction - INFO - Epoch [3][2100/3757] lr: 1.000e-02, eta: 9 days, 1:57:20, time: 1.962, data_time: 1.340, memory: 5170, top1_acc: 0.3398, top5_acc: 0.6000, loss_cls: 2.9746, loss: 2.9746, grad_norm: 6.0511 2020-07-25 09:01:35,793 - mmaction - INFO - Epoch [3][2120/3757] lr: 1.000e-02, eta: 9 days, 1:55:39, time: 2.066, data_time: 0.923, memory: 5170, top1_acc: 0.3187, top5_acc: 0.5805, loss_cls: 3.0694, loss: 3.0694, grad_norm: 5.9822 2020-07-25 09:02:13,304 - mmaction - INFO - Epoch [3][2140/3757] lr: 1.000e-02, eta: 9 days, 1:51:32, time: 1.875, data_time: 0.527, memory: 5170, top1_acc: 0.3320, top5_acc: 0.5758, loss_cls: 3.0658, loss: 3.0658, grad_norm: 6.0164 2020-07-25 09:02:53,021 - mmaction - INFO - Epoch [3][2160/3757] lr: 1.000e-02, eta: 9 days, 1:48:51, time: 1.986, data_time: 0.487, memory: 5170, top1_acc: 0.3070, top5_acc: 0.5734, loss_cls: 3.1478, loss: 3.1478, grad_norm: 6.1190 2020-07-25 09:03:32,107 - mmaction - INFO - Epoch [3][2180/3757] lr: 1.000e-02, eta: 9 days, 1:45:48, time: 1.956, data_time: 0.014, memory: 5170, top1_acc: 0.3203, top5_acc: 0.5961, loss_cls: 3.0772, loss: 3.0772, grad_norm: 5.8915 2020-07-25 09:04:14,613 - mmaction - INFO - Epoch [3][2200/3757] lr: 1.000e-02, eta: 9 days, 1:44:54, time: 2.127, data_time: 0.034, memory: 5170, top1_acc: 0.3281, top5_acc: 0.5945, loss_cls: 3.0375, loss: 3.0375, grad_norm: 5.7584 2020-07-25 09:04:51,661 - mmaction - INFO - Epoch [3][2220/3757] lr: 1.000e-02, eta: 9 days, 1:40:31, time: 1.850, data_time: 0.002, memory: 5170, top1_acc: 0.3258, top5_acc: 0.5828, loss_cls: 3.0896, loss: 3.0896, grad_norm: 6.0074 2020-07-25 09:05:32,242 - mmaction - INFO - Epoch [3][2240/3757] lr: 1.000e-02, eta: 9 days, 1:38:21, time: 2.025, data_time: 0.029, memory: 5170, top1_acc: 0.3438, top5_acc: 0.6016, loss_cls: 2.9678, loss: 2.9678, grad_norm: 5.9875 2020-07-25 09:06:08,482 - mmaction - INFO - Epoch [3][2260/3757] lr: 1.000e-02, eta: 9 days, 1:33:35, time: 1.817, data_time: 0.087, memory: 5170, top1_acc: 0.3336, top5_acc: 0.5758, loss_cls: 3.0685, loss: 3.0685, grad_norm: 5.9224 2020-07-25 09:06:46,743 - mmaction - INFO - Epoch [3][2280/3757] lr: 1.000e-02, eta: 9 days, 1:29:59, time: 1.908, data_time: 0.009, memory: 5170, top1_acc: 0.3422, top5_acc: 0.6062, loss_cls: 2.9808, loss: 2.9808, grad_norm: 5.9442 2020-07-25 09:07:27,272 - mmaction - INFO - Epoch [3][2300/3757] lr: 1.000e-02, eta: 9 days, 1:27:56, time: 2.033, data_time: 0.010, memory: 5170, top1_acc: 0.3398, top5_acc: 0.6117, loss_cls: 2.9945, loss: 2.9945, grad_norm: 6.0308 2020-07-25 09:08:07,524 - mmaction - INFO - Epoch [3][2320/3757] lr: 1.000e-02, eta: 9 days, 1:25:37, time: 2.010, data_time: 0.009, memory: 5170, top1_acc: 0.3391, top5_acc: 0.6047, loss_cls: 3.0304, loss: 3.0304, grad_norm: 6.1140 2020-07-25 09:08:46,506 - mmaction - INFO - Epoch [3][2340/3757] lr: 1.000e-02, eta: 9 days, 1:22:34, time: 1.950, data_time: 0.008, memory: 5170, top1_acc: 0.3195, top5_acc: 0.5891, loss_cls: 3.0454, loss: 3.0454, grad_norm: 6.0830 2020-07-25 09:09:25,477 - mmaction - INFO - Epoch [3][2360/3757] lr: 1.000e-02, eta: 9 days, 1:19:31, time: 1.949, data_time: 0.009, memory: 5170, top1_acc: 0.3516, top5_acc: 0.6250, loss_cls: 2.9214, loss: 2.9214, grad_norm: 5.7494 2020-07-25 09:10:07,249 - mmaction - INFO - Epoch [3][2380/3757] lr: 1.000e-02, eta: 9 days, 1:18:10, time: 2.088, data_time: 0.003, memory: 5170, top1_acc: 0.3234, top5_acc: 0.5891, loss_cls: 3.0865, loss: 3.0865, grad_norm: 5.9652 2020-07-25 09:10:44,953 - mmaction - INFO - Epoch [3][2400/3757] lr: 1.000e-02, eta: 9 days, 1:14:21, time: 1.886, data_time: 0.004, memory: 5170, top1_acc: 0.3531, top5_acc: 0.6039, loss_cls: 2.9409, loss: 2.9409, grad_norm: 5.9683 2020-07-25 09:11:25,134 - mmaction - INFO - Epoch [3][2420/3757] lr: 1.000e-02, eta: 9 days, 1:12:04, time: 2.009, data_time: 0.009, memory: 5170, top1_acc: 0.3414, top5_acc: 0.5938, loss_cls: 2.9792, loss: 2.9792, grad_norm: 5.9463 2020-07-25 09:12:04,830 - mmaction - INFO - Epoch [3][2440/3757] lr: 1.000e-02, eta: 9 days, 1:09:24, time: 1.979, data_time: 0.002, memory: 5170, top1_acc: 0.3570, top5_acc: 0.6133, loss_cls: 2.9782, loss: 2.9782, grad_norm: 5.9498 2020-07-25 09:12:43,493 - mmaction - INFO - Epoch [3][2460/3757] lr: 1.000e-02, eta: 9 days, 1:06:16, time: 1.938, data_time: 0.009, memory: 5170, top1_acc: 0.3578, top5_acc: 0.6000, loss_cls: 3.0088, loss: 3.0088, grad_norm: 5.9453 2020-07-25 09:13:24,852 - mmaction - INFO - Epoch [3][2480/3757] lr: 1.000e-02, eta: 9 days, 1:04:43, time: 2.068, data_time: 0.003, memory: 5170, top1_acc: 0.3453, top5_acc: 0.6133, loss_cls: 2.9228, loss: 2.9228, grad_norm: 5.9358 2020-07-25 09:14:04,603 - mmaction - INFO - Epoch [3][2500/3757] lr: 1.000e-02, eta: 9 days, 1:02:11, time: 1.988, data_time: 0.009, memory: 5170, top1_acc: 0.3281, top5_acc: 0.5938, loss_cls: 3.0572, loss: 3.0572, grad_norm: 6.1129 2020-07-25 09:14:45,417 - mmaction - INFO - Epoch [3][2520/3757] lr: 1.000e-02, eta: 9 days, 1:00:18, time: 2.040, data_time: 0.233, memory: 5170, top1_acc: 0.3406, top5_acc: 0.6141, loss_cls: 2.9394, loss: 2.9394, grad_norm: 6.0440 2020-07-25 09:15:24,795 - mmaction - INFO - Epoch [3][2540/3757] lr: 1.000e-02, eta: 9 days, 0:57:26, time: 1.959, data_time: 1.161, memory: 5170, top1_acc: 0.3438, top5_acc: 0.6117, loss_cls: 2.9386, loss: 2.9386, grad_norm: 5.9802 2020-07-25 09:16:05,965 - mmaction - INFO - Epoch [3][2560/3757] lr: 1.000e-02, eta: 9 days, 0:55:55, time: 2.069, data_time: 0.455, memory: 5170, top1_acc: 0.3727, top5_acc: 0.6125, loss_cls: 2.8504, loss: 2.8504, grad_norm: 5.9639 2020-07-25 09:16:42,323 - mmaction - INFO - Epoch [3][2580/3757] lr: 1.000e-02, eta: 9 days, 0:51:21, time: 1.816, data_time: 0.011, memory: 5170, top1_acc: 0.3422, top5_acc: 0.6055, loss_cls: 2.9605, loss: 2.9605, grad_norm: 6.0977 2020-07-25 09:17:21,255 - mmaction - INFO - Epoch [3][2600/3757] lr: 1.000e-02, eta: 9 days, 0:48:22, time: 1.947, data_time: 0.206, memory: 5170, top1_acc: 0.3297, top5_acc: 0.5648, loss_cls: 3.1032, loss: 3.1032, grad_norm: 6.0424 2020-07-25 09:18:00,651 - mmaction - INFO - Epoch [3][2620/3757] lr: 1.000e-02, eta: 9 days, 0:45:40, time: 1.970, data_time: 0.145, memory: 5170, top1_acc: 0.3367, top5_acc: 0.5977, loss_cls: 3.0119, loss: 3.0119, grad_norm: 5.9156 2020-07-25 09:18:39,237 - mmaction - INFO - Epoch [3][2640/3757] lr: 1.000e-02, eta: 9 days, 0:42:30, time: 1.930, data_time: 0.003, memory: 5170, top1_acc: 0.3359, top5_acc: 0.5984, loss_cls: 2.9540, loss: 2.9540, grad_norm: 6.0559 2020-07-25 09:19:18,770 - mmaction - INFO - Epoch [3][2660/3757] lr: 1.000e-02, eta: 9 days, 0:39:49, time: 1.969, data_time: 0.008, memory: 5170, top1_acc: 0.3406, top5_acc: 0.6008, loss_cls: 2.9999, loss: 2.9999, grad_norm: 5.9673 2020-07-25 09:19:56,681 - mmaction - INFO - Epoch [3][2680/3757] lr: 1.000e-02, eta: 9 days, 0:36:21, time: 1.904, data_time: 0.017, memory: 5170, top1_acc: 0.3336, top5_acc: 0.5922, loss_cls: 3.0267, loss: 3.0267, grad_norm: 5.9123 2020-07-25 09:20:36,525 - mmaction - INFO - Epoch [3][2700/3757] lr: 1.000e-02, eta: 9 days, 0:33:56, time: 1.991, data_time: 0.002, memory: 5170, top1_acc: 0.3266, top5_acc: 0.5859, loss_cls: 3.0704, loss: 3.0704, grad_norm: 5.9705 2020-07-25 09:21:16,677 - mmaction - INFO - Epoch [3][2720/3757] lr: 1.000e-02, eta: 9 days, 0:31:39, time: 2.000, data_time: 0.009, memory: 5170, top1_acc: 0.3187, top5_acc: 0.5906, loss_cls: 3.0793, loss: 3.0793, grad_norm: 5.9126 2020-07-25 09:21:56,532 - mmaction - INFO - Epoch [3][2740/3757] lr: 1.000e-02, eta: 9 days, 0:29:21, time: 1.999, data_time: 0.155, memory: 5170, top1_acc: 0.3391, top5_acc: 0.6055, loss_cls: 2.9165, loss: 2.9165, grad_norm: 5.8247 2020-07-25 09:22:38,809 - mmaction - INFO - Epoch [3][2760/3757] lr: 1.000e-02, eta: 9 days, 0:28:24, time: 2.112, data_time: 0.004, memory: 5170, top1_acc: 0.3375, top5_acc: 0.6141, loss_cls: 2.9850, loss: 2.9850, grad_norm: 5.9099 2020-07-25 09:23:21,042 - mmaction - INFO - Epoch [3][2780/3757] lr: 1.000e-02, eta: 9 days, 0:27:26, time: 2.112, data_time: 0.009, memory: 5170, top1_acc: 0.3602, top5_acc: 0.6227, loss_cls: 2.8830, loss: 2.8830, grad_norm: 5.9788 2020-07-25 09:23:57,218 - mmaction - INFO - Epoch [3][2800/3757] lr: 1.000e-02, eta: 9 days, 0:22:54, time: 1.809, data_time: 0.012, memory: 5170, top1_acc: 0.3438, top5_acc: 0.5930, loss_cls: 3.0172, loss: 3.0172, grad_norm: 6.0368 2020-07-25 09:24:39,237 - mmaction - INFO - Epoch [3][2820/3757] lr: 1.000e-02, eta: 9 days, 0:21:47, time: 2.098, data_time: 0.011, memory: 5170, top1_acc: 0.3336, top5_acc: 0.6109, loss_cls: 3.0539, loss: 3.0539, grad_norm: 6.0321 2020-07-25 09:25:16,400 - mmaction - INFO - Epoch [3][2840/3757] lr: 1.000e-02, eta: 9 days, 0:17:49, time: 1.855, data_time: 0.010, memory: 5170, top1_acc: 0.3414, top5_acc: 0.5977, loss_cls: 2.9555, loss: 2.9555, grad_norm: 5.9893 2020-07-25 09:25:53,800 - mmaction - INFO - Epoch [3][2860/3757] lr: 1.000e-02, eta: 9 days, 0:14:09, time: 1.879, data_time: 0.177, memory: 5170, top1_acc: 0.3445, top5_acc: 0.5906, loss_cls: 3.0601, loss: 3.0601, grad_norm: 5.9089 2020-07-25 09:26:33,458 - mmaction - INFO - Epoch [3][2880/3757] lr: 1.000e-02, eta: 9 days, 0:11:40, time: 1.979, data_time: 0.019, memory: 5170, top1_acc: 0.3352, top5_acc: 0.6016, loss_cls: 2.9639, loss: 2.9639, grad_norm: 5.9720 2020-07-25 09:27:12,136 - mmaction - INFO - Epoch [3][2900/3757] lr: 1.000e-02, eta: 9 days, 0:08:42, time: 1.937, data_time: 0.012, memory: 5170, top1_acc: 0.3406, top5_acc: 0.5984, loss_cls: 2.9975, loss: 2.9975, grad_norm: 5.9366 2020-07-25 09:27:53,273 - mmaction - INFO - Epoch [3][2920/3757] lr: 1.000e-02, eta: 9 days, 0:07:06, time: 2.054, data_time: 0.008, memory: 5170, top1_acc: 0.3320, top5_acc: 0.6180, loss_cls: 2.9792, loss: 2.9792, grad_norm: 5.9414 2020-07-25 09:28:33,426 - mmaction - INFO - Epoch [3][2940/3757] lr: 1.000e-02, eta: 9 days, 0:05:00, time: 2.010, data_time: 0.007, memory: 5170, top1_acc: 0.3289, top5_acc: 0.6047, loss_cls: 2.9714, loss: 2.9714, grad_norm: 5.9762 2020-07-25 09:29:09,405 - mmaction - INFO - Epoch [3][2960/3757] lr: 1.000e-02, eta: 9 days, 0:00:25, time: 1.797, data_time: 0.011, memory: 5170, top1_acc: 0.3297, top5_acc: 0.6062, loss_cls: 2.9712, loss: 2.9712, grad_norm: 6.0866 2020-07-25 09:29:53,643 - mmaction - INFO - Epoch [3][2980/3757] lr: 1.000e-02, eta: 9 days, 0:00:39, time: 2.211, data_time: 0.954, memory: 5170, top1_acc: 0.3242, top5_acc: 0.6055, loss_cls: 3.0074, loss: 3.0074, grad_norm: 6.0208 2020-07-25 09:30:30,736 - mmaction - INFO - Epoch [3][3000/3757] lr: 1.000e-02, eta: 8 days, 23:56:47, time: 1.857, data_time: 1.113, memory: 5170, top1_acc: 0.3391, top5_acc: 0.6016, loss_cls: 2.9899, loss: 2.9899, grad_norm: 6.0415 2020-07-25 09:31:12,159 - mmaction - INFO - Epoch [3][3020/3757] lr: 1.000e-02, eta: 8 days, 23:55:25, time: 2.072, data_time: 0.158, memory: 5170, top1_acc: 0.3398, top5_acc: 0.5898, loss_cls: 2.9683, loss: 2.9683, grad_norm: 5.9923 2020-07-25 09:31:48,540 - mmaction - INFO - Epoch [3][3040/3757] lr: 1.000e-02, eta: 8 days, 23:51:04, time: 1.812, data_time: 0.251, memory: 5170, top1_acc: 0.3391, top5_acc: 0.6188, loss_cls: 2.9703, loss: 2.9703, grad_norm: 6.0671 2020-07-25 09:32:26,262 - mmaction - INFO - Epoch [3][3060/3757] lr: 1.000e-02, eta: 8 days, 23:47:35, time: 1.887, data_time: 0.013, memory: 5170, top1_acc: 0.3563, top5_acc: 0.6148, loss_cls: 2.9091, loss: 2.9091, grad_norm: 6.0042 2020-07-25 09:33:08,057 - mmaction - INFO - Epoch [3][3080/3757] lr: 1.000e-02, eta: 8 days, 23:46:28, time: 2.093, data_time: 0.011, memory: 5170, top1_acc: 0.3414, top5_acc: 0.5922, loss_cls: 2.9757, loss: 2.9757, grad_norm: 5.9554 2020-07-25 09:33:47,154 - mmaction - INFO - Epoch [3][3100/3757] lr: 1.000e-02, eta: 8 days, 23:43:49, time: 1.957, data_time: 0.007, memory: 5170, top1_acc: 0.3547, top5_acc: 0.6047, loss_cls: 2.9482, loss: 2.9482, grad_norm: 5.9179 2020-07-25 09:34:26,773 - mmaction - INFO - Epoch [3][3120/3757] lr: 1.000e-02, eta: 8 days, 23:41:23, time: 1.977, data_time: 0.009, memory: 5170, top1_acc: 0.3664, top5_acc: 0.6156, loss_cls: 2.9216, loss: 2.9216, grad_norm: 5.8690 2020-07-25 09:35:05,555 - mmaction - INFO - Epoch [3][3140/3757] lr: 1.000e-02, eta: 8 days, 23:38:34, time: 1.942, data_time: 0.008, memory: 5170, top1_acc: 0.3672, top5_acc: 0.6008, loss_cls: 2.9225, loss: 2.9225, grad_norm: 5.9218 2020-07-25 09:35:47,960 - mmaction - INFO - Epoch [3][3160/3757] lr: 1.000e-02, eta: 8 days, 23:37:48, time: 2.122, data_time: 0.016, memory: 5170, top1_acc: 0.3477, top5_acc: 0.5938, loss_cls: 3.0032, loss: 3.0032, grad_norm: 5.9454 2020-07-25 09:36:25,534 - mmaction - INFO - Epoch [3][3180/3757] lr: 1.000e-02, eta: 8 days, 23:34:16, time: 1.879, data_time: 0.006, memory: 5170, top1_acc: 0.3508, top5_acc: 0.6211, loss_cls: 2.9558, loss: 2.9558, grad_norm: 5.8679 2020-07-25 09:37:03,684 - mmaction - INFO - Epoch [3][3200/3757] lr: 1.000e-02, eta: 8 days, 23:30:58, time: 1.898, data_time: 0.007, memory: 5170, top1_acc: 0.3414, top5_acc: 0.5992, loss_cls: 2.9914, loss: 2.9914, grad_norm: 5.8633 2020-07-25 09:37:42,116 - mmaction - INFO - Epoch [3][3220/3757] lr: 1.000e-02, eta: 8 days, 23:28:03, time: 1.931, data_time: 0.012, memory: 5170, top1_acc: 0.3289, top5_acc: 0.5805, loss_cls: 3.0666, loss: 3.0666, grad_norm: 6.1545 2020-07-25 09:38:23,777 - mmaction - INFO - Epoch [3][3240/3757] lr: 1.000e-02, eta: 8 days, 23:26:46, time: 2.074, data_time: 0.008, memory: 5170, top1_acc: 0.3273, top5_acc: 0.6133, loss_cls: 2.9489, loss: 2.9489, grad_norm: 5.8934 2020-07-25 09:39:07,505 - mmaction - INFO - Epoch [3][3260/3757] lr: 1.000e-02, eta: 8 days, 23:26:48, time: 2.192, data_time: 0.014, memory: 5170, top1_acc: 0.3547, top5_acc: 0.5734, loss_cls: 3.0676, loss: 3.0676, grad_norm: 5.8653 2020-07-25 09:39:45,034 - mmaction - INFO - Epoch [3][3280/3757] lr: 1.000e-02, eta: 8 days, 23:23:16, time: 1.874, data_time: 0.010, memory: 5170, top1_acc: 0.3539, top5_acc: 0.6062, loss_cls: 2.9676, loss: 2.9676, grad_norm: 5.8397 2020-07-25 09:40:24,083 - mmaction - INFO - Epoch [3][3300/3757] lr: 1.000e-02, eta: 8 days, 23:20:35, time: 1.950, data_time: 0.009, memory: 5170, top1_acc: 0.3477, top5_acc: 0.6328, loss_cls: 2.8542, loss: 2.8542, grad_norm: 5.7155 2020-07-25 09:41:03,144 - mmaction - INFO - Epoch [3][3320/3757] lr: 1.000e-02, eta: 8 days, 23:18:01, time: 1.959, data_time: 0.215, memory: 5170, top1_acc: 0.3156, top5_acc: 0.6016, loss_cls: 3.0494, loss: 3.0494, grad_norm: 6.0610 2020-07-25 09:41:42,871 - mmaction - INFO - Epoch [3][3340/3757] lr: 1.000e-02, eta: 8 days, 23:15:48, time: 1.989, data_time: 0.273, memory: 5170, top1_acc: 0.3328, top5_acc: 0.6180, loss_cls: 2.9251, loss: 2.9251, grad_norm: 5.9942 2020-07-25 09:42:22,291 - mmaction - INFO - Epoch [3][3360/3757] lr: 1.000e-02, eta: 8 days, 23:13:20, time: 1.968, data_time: 0.472, memory: 5170, top1_acc: 0.3547, top5_acc: 0.5930, loss_cls: 2.9913, loss: 2.9913, grad_norm: 6.0186 2020-07-25 09:42:59,091 - mmaction - INFO - Epoch [3][3380/3757] lr: 1.000e-02, eta: 8 days, 23:09:24, time: 1.834, data_time: 1.050, memory: 5170, top1_acc: 0.3375, top5_acc: 0.5906, loss_cls: 3.0410, loss: 3.0410, grad_norm: 5.9991 2020-07-25 09:43:39,051 - mmaction - INFO - Epoch [3][3400/3757] lr: 1.000e-02, eta: 8 days, 23:07:23, time: 2.006, data_time: 0.932, memory: 5170, top1_acc: 0.3531, top5_acc: 0.6078, loss_cls: 2.9495, loss: 2.9495, grad_norm: 5.9470 2020-07-25 09:44:18,722 - mmaction - INFO - Epoch [3][3420/3757] lr: 1.000e-02, eta: 8 days, 23:05:03, time: 1.977, data_time: 0.009, memory: 5170, top1_acc: 0.3547, top5_acc: 0.5906, loss_cls: 2.9848, loss: 2.9848, grad_norm: 6.0534 2020-07-25 09:44:58,450 - mmaction - INFO - Epoch [3][3440/3757] lr: 1.000e-02, eta: 8 days, 23:02:54, time: 1.992, data_time: 0.205, memory: 5170, top1_acc: 0.3203, top5_acc: 0.5859, loss_cls: 3.0326, loss: 3.0326, grad_norm: 6.0270 2020-07-25 09:45:36,515 - mmaction - INFO - Epoch [3][3460/3757] lr: 1.000e-02, eta: 8 days, 22:59:44, time: 1.901, data_time: 0.454, memory: 5170, top1_acc: 0.3563, top5_acc: 0.6312, loss_cls: 2.8346, loss: 2.8346, grad_norm: 5.8656 2020-07-25 09:46:12,744 - mmaction - INFO - Epoch [3][3480/3757] lr: 1.000e-02, eta: 8 days, 22:55:38, time: 1.816, data_time: 0.174, memory: 5170, top1_acc: 0.3539, top5_acc: 0.6242, loss_cls: 2.8654, loss: 2.8654, grad_norm: 5.8918 2020-07-25 09:46:56,257 - mmaction - INFO - Epoch [3][3500/3757] lr: 1.000e-02, eta: 8 days, 22:55:26, time: 2.167, data_time: 0.262, memory: 5170, top1_acc: 0.3398, top5_acc: 0.6008, loss_cls: 3.0087, loss: 3.0087, grad_norm: 5.9375 2020-07-25 09:47:34,272 - mmaction - INFO - Epoch [3][3520/3757] lr: 1.000e-02, eta: 8 days, 22:52:22, time: 1.907, data_time: 1.130, memory: 5170, top1_acc: 0.3172, top5_acc: 0.5914, loss_cls: 3.0132, loss: 3.0132, grad_norm: 5.9135 2020-07-25 09:48:11,500 - mmaction - INFO - Epoch [3][3540/3757] lr: 1.000e-02, eta: 8 days, 22:48:44, time: 1.855, data_time: 0.018, memory: 5170, top1_acc: 0.3711, top5_acc: 0.6234, loss_cls: 2.8714, loss: 2.8714, grad_norm: 5.7685 2020-07-25 09:48:50,520 - mmaction - INFO - Epoch [3][3560/3757] lr: 1.000e-02, eta: 8 days, 22:46:15, time: 1.959, data_time: 0.011, memory: 5170, top1_acc: 0.3648, top5_acc: 0.6078, loss_cls: 2.8758, loss: 2.8758, grad_norm: 5.7353 2020-07-25 09:49:29,079 - mmaction - INFO - Epoch [3][3580/3757] lr: 1.000e-02, eta: 8 days, 22:43:23, time: 1.922, data_time: 0.217, memory: 5170, top1_acc: 0.3617, top5_acc: 0.6086, loss_cls: 2.9310, loss: 2.9310, grad_norm: 5.9002 2020-07-25 09:50:08,872 - mmaction - INFO - Epoch [3][3600/3757] lr: 1.000e-02, eta: 8 days, 22:41:18, time: 1.994, data_time: 0.821, memory: 5170, top1_acc: 0.3633, top5_acc: 0.6086, loss_cls: 2.8898, loss: 2.8898, grad_norm: 5.8327 2020-07-25 09:50:50,592 - mmaction - INFO - Epoch [3][3620/3757] lr: 1.000e-02, eta: 8 days, 22:40:13, time: 2.086, data_time: 1.007, memory: 5170, top1_acc: 0.3375, top5_acc: 0.5953, loss_cls: 3.0341, loss: 3.0341, grad_norm: 5.9794 2020-07-25 09:51:27,481 - mmaction - INFO - Epoch [3][3640/3757] lr: 1.000e-02, eta: 8 days, 22:36:31, time: 1.845, data_time: 0.779, memory: 5170, top1_acc: 0.3570, top5_acc: 0.6320, loss_cls: 2.8750, loss: 2.8750, grad_norm: 5.7800 2020-07-25 09:52:05,858 - mmaction - INFO - Epoch [3][3660/3757] lr: 1.000e-02, eta: 8 days, 22:33:33, time: 1.912, data_time: 0.701, memory: 5170, top1_acc: 0.3578, top5_acc: 0.6078, loss_cls: 2.9396, loss: 2.9396, grad_norm: 5.7766 2020-07-25 09:52:47,713 - mmaction - INFO - Epoch [3][3680/3757] lr: 1.000e-02, eta: 8 days, 22:32:36, time: 2.096, data_time: 0.755, memory: 5170, top1_acc: 0.3453, top5_acc: 0.6062, loss_cls: 2.9390, loss: 2.9390, grad_norm: 5.8282 2020-07-25 09:53:27,487 - mmaction - INFO - Epoch [3][3700/3757] lr: 1.000e-02, eta: 8 days, 22:30:28, time: 1.986, data_time: 0.137, memory: 5170, top1_acc: 0.3742, top5_acc: 0.6336, loss_cls: 2.8448, loss: 2.8448, grad_norm: 5.6895 2020-07-25 09:54:09,676 - mmaction - INFO - Epoch [3][3720/3757] lr: 1.000e-02, eta: 8 days, 22:29:42, time: 2.113, data_time: 0.013, memory: 5170, top1_acc: 0.3641, top5_acc: 0.6352, loss_cls: 2.8574, loss: 2.8574, grad_norm: 5.8232 2020-07-25 09:54:47,277 - mmaction - INFO - Epoch [3][3740/3757] lr: 1.000e-02, eta: 8 days, 22:26:25, time: 1.881, data_time: 0.004, memory: 5170, top1_acc: 0.3547, top5_acc: 0.6086, loss_cls: 2.9170, loss: 2.9170, grad_norm: 5.8464 2020-07-25 09:55:13,337 - mmaction - INFO - Saving checkpoint at 3 epochs 2020-07-25 09:56:09,869 - mmaction - INFO - Epoch [4][20/3757] lr: 1.000e-02, eta: 8 days, 22:12:38, time: 2.758, data_time: 1.367, memory: 5170, top1_acc: 0.3531, top5_acc: 0.6203, loss_cls: 2.8712, loss: 2.8712, grad_norm: 5.7846 2020-07-25 09:56:47,993 - mmaction - INFO - Epoch [4][40/3757] lr: 1.000e-02, eta: 8 days, 22:09:45, time: 1.913, data_time: 0.182, memory: 5170, top1_acc: 0.3469, top5_acc: 0.6312, loss_cls: 2.9155, loss: 2.9155, grad_norm: 5.8216 2020-07-25 09:57:26,481 - mmaction - INFO - Epoch [4][60/3757] lr: 1.000e-02, eta: 8 days, 22:06:58, time: 1.923, data_time: 0.093, memory: 5170, top1_acc: 0.3500, top5_acc: 0.6156, loss_cls: 2.8846, loss: 2.8846, grad_norm: 5.8530 2020-07-25 09:58:05,449 - mmaction - INFO - Epoch [4][80/3757] lr: 1.000e-02, eta: 8 days, 22:04:27, time: 1.946, data_time: 0.370, memory: 5170, top1_acc: 0.3609, top5_acc: 0.6312, loss_cls: 2.8867, loss: 2.8867, grad_norm: 5.8590 2020-07-25 09:58:43,144 - mmaction - INFO - Epoch [4][100/3757] lr: 1.000e-02, eta: 8 days, 22:01:20, time: 1.889, data_time: 0.292, memory: 5170, top1_acc: 0.3500, top5_acc: 0.6078, loss_cls: 2.8900, loss: 2.8900, grad_norm: 5.8989 2020-07-25 09:59:22,773 - mmaction - INFO - Epoch [4][120/3757] lr: 1.000e-02, eta: 8 days, 21:59:07, time: 1.974, data_time: 0.019, memory: 5170, top1_acc: 0.3484, top5_acc: 0.6078, loss_cls: 2.9091, loss: 2.9091, grad_norm: 5.9250 2020-07-25 10:00:05,393 - mmaction - INFO - Epoch [4][140/3757] lr: 1.000e-02, eta: 8 days, 21:58:34, time: 2.129, data_time: 0.087, memory: 5170, top1_acc: 0.3312, top5_acc: 0.6141, loss_cls: 2.9914, loss: 2.9914, grad_norm: 5.9371 2020-07-25 10:00:42,430 - mmaction - INFO - Epoch [4][160/3757] lr: 1.000e-02, eta: 8 days, 21:54:58, time: 1.841, data_time: 0.362, memory: 5170, top1_acc: 0.3602, top5_acc: 0.6328, loss_cls: 2.8445, loss: 2.8445, grad_norm: 5.7767 2020-07-25 10:01:22,383 - mmaction - INFO - Epoch [4][180/3757] lr: 1.000e-02, eta: 8 days, 21:53:14, time: 2.017, data_time: 0.143, memory: 5170, top1_acc: 0.3453, top5_acc: 0.6133, loss_cls: 2.8946, loss: 2.8946, grad_norm: 5.8826 2020-07-25 10:02:00,247 - mmaction - INFO - Epoch [4][200/3757] lr: 1.000e-02, eta: 8 days, 21:50:11, time: 1.893, data_time: 0.215, memory: 5170, top1_acc: 0.3719, top5_acc: 0.6180, loss_cls: 2.7918, loss: 2.7918, grad_norm: 5.8355 2020-07-25 10:02:40,711 - mmaction - INFO - Epoch [4][220/3757] lr: 1.000e-02, eta: 8 days, 21:48:29, time: 2.019, data_time: 0.386, memory: 5170, top1_acc: 0.3508, top5_acc: 0.6312, loss_cls: 2.8699, loss: 2.8699, grad_norm: 5.9489 2020-07-25 10:03:17,035 - mmaction - INFO - Epoch [4][240/3757] lr: 1.000e-02, eta: 8 days, 21:44:41, time: 1.819, data_time: 0.436, memory: 5170, top1_acc: 0.3641, top5_acc: 0.6328, loss_cls: 2.8798, loss: 2.8798, grad_norm: 6.0043 2020-07-25 10:03:56,064 - mmaction - INFO - Epoch [4][260/3757] lr: 1.000e-02, eta: 8 days, 21:42:17, time: 1.953, data_time: 0.280, memory: 5170, top1_acc: 0.3477, top5_acc: 0.6070, loss_cls: 2.9684, loss: 2.9684, grad_norm: 5.8342 2020-07-25 10:04:35,203 - mmaction - INFO - Epoch [4][280/3757] lr: 1.000e-02, eta: 8 days, 21:39:57, time: 1.958, data_time: 0.858, memory: 5170, top1_acc: 0.3570, top5_acc: 0.6172, loss_cls: 2.8561, loss: 2.8561, grad_norm: 5.8896 2020-07-25 10:05:19,733 - mmaction - INFO - Epoch [4][300/3757] lr: 1.000e-02, eta: 8 days, 21:40:27, time: 2.226, data_time: 0.002, memory: 5170, top1_acc: 0.3656, top5_acc: 0.6391, loss_cls: 2.8386, loss: 2.8386, grad_norm: 5.9276 2020-07-25 10:05:54,553 - mmaction - INFO - Epoch [4][320/3757] lr: 1.000e-02, eta: 8 days, 21:35:50, time: 1.740, data_time: 0.006, memory: 5170, top1_acc: 0.3570, top5_acc: 0.6312, loss_cls: 2.7929, loss: 2.7929, grad_norm: 5.7504 2020-07-25 10:06:36,316 - mmaction - INFO - Epoch [4][340/3757] lr: 1.000e-02, eta: 8 days, 21:34:54, time: 2.089, data_time: 0.065, memory: 5170, top1_acc: 0.3711, top5_acc: 0.6117, loss_cls: 2.8807, loss: 2.8807, grad_norm: 5.8727 2020-07-25 10:07:13,946 - mmaction - INFO - Epoch [4][360/3757] lr: 1.000e-02, eta: 8 days, 21:31:47, time: 1.880, data_time: 0.008, memory: 5170, top1_acc: 0.3773, top5_acc: 0.6398, loss_cls: 2.7639, loss: 2.7639, grad_norm: 5.8201 2020-07-25 10:07:53,189 - mmaction - INFO - Epoch [4][380/3757] lr: 1.000e-02, eta: 8 days, 21:29:32, time: 1.963, data_time: 0.003, memory: 5170, top1_acc: 0.3539, top5_acc: 0.6062, loss_cls: 2.9545, loss: 2.9545, grad_norm: 5.9403 2020-07-25 10:08:31,774 - mmaction - INFO - Epoch [4][400/3757] lr: 1.000e-02, eta: 8 days, 21:26:56, time: 1.929, data_time: 0.002, memory: 5170, top1_acc: 0.3703, top5_acc: 0.6328, loss_cls: 2.7553, loss: 2.7553, grad_norm: 5.9305 2020-07-25 10:09:13,116 - mmaction - INFO - Epoch [4][420/3757] lr: 1.000e-02, eta: 8 days, 21:25:42, time: 2.060, data_time: 0.008, memory: 5170, top1_acc: 0.3773, top5_acc: 0.6328, loss_cls: 2.7867, loss: 2.7867, grad_norm: 5.7622 2020-07-25 10:09:49,110 - mmaction - INFO - Epoch [4][440/3757] lr: 1.000e-02, eta: 8 days, 21:21:51, time: 1.807, data_time: 0.020, memory: 5170, top1_acc: 0.3547, top5_acc: 0.6125, loss_cls: 2.9407, loss: 2.9407, grad_norm: 5.9816 2020-07-25 10:10:28,409 - mmaction - INFO - Epoch [4][460/3757] lr: 1.000e-02, eta: 8 days, 21:19:37, time: 1.964, data_time: 0.437, memory: 5170, top1_acc: 0.3586, top5_acc: 0.6031, loss_cls: 2.9265, loss: 2.9265, grad_norm: 5.9199 2020-07-25 10:11:05,881 - mmaction - INFO - Epoch [4][480/3757] lr: 1.000e-02, eta: 8 days, 21:16:30, time: 1.875, data_time: 0.112, memory: 5170, top1_acc: 0.3773, top5_acc: 0.6484, loss_cls: 2.7680, loss: 2.7680, grad_norm: 5.7584 2020-07-25 10:11:51,287 - mmaction - INFO - Epoch [4][500/3757] lr: 1.000e-02, eta: 8 days, 21:17:23, time: 2.264, data_time: 0.679, memory: 5170, top1_acc: 0.3367, top5_acc: 0.6109, loss_cls: 2.9261, loss: 2.9261, grad_norm: 6.0445 2020-07-25 10:12:27,602 - mmaction - INFO - Epoch [4][520/3757] lr: 1.000e-02, eta: 8 days, 21:13:42, time: 1.821, data_time: 0.634, memory: 5170, top1_acc: 0.3609, top5_acc: 0.6164, loss_cls: 2.8302, loss: 2.8302, grad_norm: 5.9090 2020-07-25 10:13:09,473 - mmaction - INFO - Epoch [4][540/3757] lr: 1.000e-02, eta: 8 days, 21:12:52, time: 2.096, data_time: 0.482, memory: 5170, top1_acc: 0.3570, top5_acc: 0.6102, loss_cls: 2.8933, loss: 2.8933, grad_norm: 6.0295 2020-07-25 10:13:45,477 - mmaction - INFO - Epoch [4][560/3757] lr: 1.000e-02, eta: 8 days, 21:08:59, time: 1.799, data_time: 0.139, memory: 5170, top1_acc: 0.3656, top5_acc: 0.6391, loss_cls: 2.8252, loss: 2.8252, grad_norm: 5.9577 2020-07-25 10:14:23,158 - mmaction - INFO - Epoch [4][580/3757] lr: 1.000e-02, eta: 8 days, 21:05:59, time: 1.885, data_time: 0.350, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6328, loss_cls: 2.8231, loss: 2.8231, grad_norm: 5.9079 2020-07-25 10:15:06,502 - mmaction - INFO - Epoch [4][600/3757] lr: 1.000e-02, eta: 8 days, 21:05:50, time: 2.163, data_time: 1.010, memory: 5170, top1_acc: 0.3555, top5_acc: 0.6258, loss_cls: 2.8354, loss: 2.8354, grad_norm: 5.8999 2020-07-25 10:15:49,446 - mmaction - INFO - Epoch [4][620/3757] lr: 1.000e-02, eta: 8 days, 21:05:33, time: 2.150, data_time: 1.475, memory: 5170, top1_acc: 0.3734, top5_acc: 0.6242, loss_cls: 2.8381, loss: 2.8381, grad_norm: 5.8494 2020-07-25 10:16:25,929 - mmaction - INFO - Epoch [4][640/3757] lr: 1.000e-02, eta: 8 days, 21:01:55, time: 1.821, data_time: 1.016, memory: 5170, top1_acc: 0.3617, top5_acc: 0.6219, loss_cls: 2.8796, loss: 2.8796, grad_norm: 6.0319 2020-07-25 10:17:05,953 - mmaction - INFO - Epoch [4][660/3757] lr: 1.000e-02, eta: 8 days, 21:00:10, time: 2.005, data_time: 0.419, memory: 5170, top1_acc: 0.3727, top5_acc: 0.6414, loss_cls: 2.7520, loss: 2.7520, grad_norm: 5.9346 2020-07-25 10:17:43,424 - mmaction - INFO - Epoch [4][680/3757] lr: 1.000e-02, eta: 8 days, 20:57:06, time: 1.875, data_time: 0.009, memory: 5170, top1_acc: 0.3547, top5_acc: 0.6047, loss_cls: 2.9312, loss: 2.9312, grad_norm: 5.9340 2020-07-25 10:18:22,186 - mmaction - INFO - Epoch [4][700/3757] lr: 1.000e-02, eta: 8 days, 20:54:41, time: 1.938, data_time: 0.002, memory: 5170, top1_acc: 0.3594, top5_acc: 0.6164, loss_cls: 2.9048, loss: 2.9048, grad_norm: 5.7405 2020-07-25 10:19:02,608 - mmaction - INFO - Epoch [4][720/3757] lr: 1.000e-02, eta: 8 days, 20:53:03, time: 2.015, data_time: 0.006, memory: 5170, top1_acc: 0.3805, top5_acc: 0.6258, loss_cls: 2.8079, loss: 2.8079, grad_norm: 5.7052 2020-07-25 10:19:40,246 - mmaction - INFO - Epoch [4][740/3757] lr: 1.000e-02, eta: 8 days, 20:50:08, time: 1.887, data_time: 0.009, memory: 5170, top1_acc: 0.3352, top5_acc: 0.6008, loss_cls: 2.9711, loss: 2.9711, grad_norm: 5.8550 2020-07-25 10:20:19,305 - mmaction - INFO - Epoch [4][760/3757] lr: 1.000e-02, eta: 8 days, 20:47:52, time: 1.953, data_time: 0.008, memory: 5170, top1_acc: 0.3617, top5_acc: 0.6219, loss_cls: 2.8957, loss: 2.8957, grad_norm: 5.7779 2020-07-25 10:20:56,555 - mmaction - INFO - Epoch [4][780/3757] lr: 1.000e-02, eta: 8 days, 20:44:43, time: 1.863, data_time: 0.090, memory: 5170, top1_acc: 0.3680, top5_acc: 0.6383, loss_cls: 2.8305, loss: 2.8305, grad_norm: 5.8078 2020-07-25 10:21:38,181 - mmaction - INFO - Epoch [4][800/3757] lr: 1.000e-02, eta: 8 days, 20:43:46, time: 2.081, data_time: 0.034, memory: 5170, top1_acc: 0.3438, top5_acc: 0.6070, loss_cls: 2.9536, loss: 2.9536, grad_norm: 5.7885 2020-07-25 10:22:16,306 - mmaction - INFO - Epoch [4][820/3757] lr: 1.000e-02, eta: 8 days, 20:41:04, time: 1.907, data_time: 0.017, memory: 5170, top1_acc: 0.3758, top5_acc: 0.6344, loss_cls: 2.8279, loss: 2.8279, grad_norm: 5.8728 2020-07-25 10:22:54,235 - mmaction - INFO - Epoch [4][840/3757] lr: 1.000e-02, eta: 8 days, 20:38:15, time: 1.894, data_time: 0.007, memory: 5170, top1_acc: 0.3852, top5_acc: 0.6352, loss_cls: 2.8033, loss: 2.8033, grad_norm: 5.9050 2020-07-25 10:23:34,576 - mmaction - INFO - Epoch [4][860/3757] lr: 1.000e-02, eta: 8 days, 20:36:41, time: 2.018, data_time: 0.747, memory: 5170, top1_acc: 0.3508, top5_acc: 0.6242, loss_cls: 2.8537, loss: 2.8537, grad_norm: 5.8503 2020-07-25 10:24:13,539 - mmaction - INFO - Epoch [4][880/3757] lr: 1.000e-02, eta: 8 days, 20:34:21, time: 1.943, data_time: 0.508, memory: 5170, top1_acc: 0.3570, top5_acc: 0.6117, loss_cls: 2.8922, loss: 2.8922, grad_norm: 5.8323 2020-07-25 10:24:53,448 - mmaction - INFO - Epoch [4][900/3757] lr: 1.000e-02, eta: 8 days, 20:32:37, time: 2.001, data_time: 0.016, memory: 5170, top1_acc: 0.3617, top5_acc: 0.6375, loss_cls: 2.7732, loss: 2.7732, grad_norm: 5.8030 2020-07-25 10:25:33,493 - mmaction - INFO - Epoch [4][920/3757] lr: 1.000e-02, eta: 8 days, 20:30:53, time: 2.000, data_time: 0.003, memory: 5170, top1_acc: 0.3641, top5_acc: 0.6297, loss_cls: 2.8493, loss: 2.8493, grad_norm: 5.8185 2020-07-25 10:26:14,286 - mmaction - INFO - Epoch [4][940/3757] lr: 1.000e-02, eta: 8 days, 20:29:30, time: 2.037, data_time: 0.005, memory: 5170, top1_acc: 0.3922, top5_acc: 0.6234, loss_cls: 2.8378, loss: 2.8378, grad_norm: 5.8464 2020-07-25 10:26:55,416 - mmaction - INFO - Epoch [4][960/3757] lr: 1.000e-02, eta: 8 days, 20:28:20, time: 2.058, data_time: 0.009, memory: 5170, top1_acc: 0.3859, top5_acc: 0.6297, loss_cls: 2.8003, loss: 2.8003, grad_norm: 5.8500 2020-07-25 10:27:31,744 - mmaction - INFO - Epoch [4][980/3757] lr: 1.000e-02, eta: 8 days, 20:24:50, time: 1.821, data_time: 0.007, memory: 5170, top1_acc: 0.3523, top5_acc: 0.6164, loss_cls: 2.8656, loss: 2.8656, grad_norm: 5.9469 2020-07-25 10:28:09,204 - mmaction - INFO - Epoch [4][1000/3757] lr: 1.000e-02, eta: 8 days, 20:21:51, time: 1.872, data_time: 0.204, memory: 5170, top1_acc: 0.3695, top5_acc: 0.6180, loss_cls: 2.8662, loss: 2.8662, grad_norm: 5.8735 2020-07-25 10:28:47,696 - mmaction - INFO - Epoch [4][1020/3757] lr: 1.000e-02, eta: 8 days, 20:19:20, time: 1.921, data_time: 0.453, memory: 5170, top1_acc: 0.3453, top5_acc: 0.6062, loss_cls: 2.9510, loss: 2.9510, grad_norm: 5.9663 2020-07-25 10:29:25,112 - mmaction - INFO - Epoch [4][1040/3757] lr: 1.000e-02, eta: 8 days, 20:16:24, time: 1.875, data_time: 0.010, memory: 5170, top1_acc: 0.3672, top5_acc: 0.6367, loss_cls: 2.7959, loss: 2.7959, grad_norm: 5.7155 2020-07-25 10:30:05,458 - mmaction - INFO - Epoch [4][1060/3757] lr: 1.000e-02, eta: 8 days, 20:14:47, time: 2.010, data_time: 0.008, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6461, loss_cls: 2.8103, loss: 2.8103, grad_norm: 5.7880 2020-07-25 10:30:42,049 - mmaction - INFO - Epoch [4][1080/3757] lr: 1.000e-02, eta: 8 days, 20:11:28, time: 1.835, data_time: 0.010, memory: 5170, top1_acc: 0.3633, top5_acc: 0.6383, loss_cls: 2.8187, loss: 2.8187, grad_norm: 5.7948 2020-07-25 10:31:23,902 - mmaction - INFO - Epoch [4][1100/3757] lr: 1.000e-02, eta: 8 days, 20:10:37, time: 2.088, data_time: 0.011, memory: 5170, top1_acc: 0.3773, top5_acc: 0.6383, loss_cls: 2.8054, loss: 2.8054, grad_norm: 5.9006 2020-07-25 10:31:59,798 - mmaction - INFO - Epoch [4][1120/3757] lr: 1.000e-02, eta: 8 days, 20:06:58, time: 1.800, data_time: 0.009, memory: 5170, top1_acc: 0.3641, top5_acc: 0.6234, loss_cls: 2.8612, loss: 2.8612, grad_norm: 5.9422 2020-07-25 10:32:42,381 - mmaction - INFO - Epoch [4][1140/3757] lr: 1.000e-02, eta: 8 days, 20:06:32, time: 2.130, data_time: 0.002, memory: 5170, top1_acc: 0.3523, top5_acc: 0.6312, loss_cls: 2.8490, loss: 2.8490, grad_norm: 6.0424 2020-07-25 10:33:20,677 - mmaction - INFO - Epoch [4][1160/3757] lr: 1.000e-02, eta: 8 days, 20:04:00, time: 1.913, data_time: 0.002, memory: 5170, top1_acc: 0.3711, top5_acc: 0.6188, loss_cls: 2.9303, loss: 2.9303, grad_norm: 5.9246 2020-07-25 10:33:56,798 - mmaction - INFO - Epoch [4][1180/3757] lr: 1.000e-02, eta: 8 days, 20:00:25, time: 1.805, data_time: 0.010, memory: 5170, top1_acc: 0.3555, top5_acc: 0.6102, loss_cls: 2.9160, loss: 2.9160, grad_norm: 5.8878 2020-07-25 10:34:34,457 - mmaction - INFO - Epoch [4][1200/3757] lr: 1.000e-02, eta: 8 days, 19:57:36, time: 1.883, data_time: 0.004, memory: 5170, top1_acc: 0.3695, top5_acc: 0.6219, loss_cls: 2.8911, loss: 2.8911, grad_norm: 5.9606 2020-07-25 10:35:12,911 - mmaction - INFO - Epoch [4][1220/3757] lr: 1.000e-02, eta: 8 days, 19:55:08, time: 1.919, data_time: 0.334, memory: 5170, top1_acc: 0.3711, top5_acc: 0.6328, loss_cls: 2.8241, loss: 2.8241, grad_norm: 5.7100 2020-07-25 10:35:51,982 - mmaction - INFO - Epoch [4][1240/3757] lr: 1.000e-02, eta: 8 days, 19:53:02, time: 1.956, data_time: 0.382, memory: 5170, top1_acc: 0.3602, top5_acc: 0.6469, loss_cls: 2.7865, loss: 2.7865, grad_norm: 5.8103 2020-07-25 10:36:31,605 - mmaction - INFO - Epoch [4][1260/3757] lr: 1.000e-02, eta: 8 days, 19:51:13, time: 1.984, data_time: 0.347, memory: 5170, top1_acc: 0.3703, top5_acc: 0.6266, loss_cls: 2.8311, loss: 2.8311, grad_norm: 5.8883 2020-07-25 10:37:09,434 - mmaction - INFO - Epoch [4][1280/3757] lr: 1.000e-02, eta: 8 days, 19:48:31, time: 1.892, data_time: 0.003, memory: 5170, top1_acc: 0.3656, top5_acc: 0.6227, loss_cls: 2.8691, loss: 2.8691, grad_norm: 5.9479 2020-07-25 10:37:50,327 - mmaction - INFO - Epoch [4][1300/3757] lr: 1.000e-02, eta: 8 days, 19:47:15, time: 2.042, data_time: 0.007, memory: 5170, top1_acc: 0.3453, top5_acc: 0.6102, loss_cls: 2.9383, loss: 2.9383, grad_norm: 5.8951 2020-07-25 10:38:30,485 - mmaction - INFO - Epoch [4][1320/3757] lr: 1.000e-02, eta: 8 days, 19:45:42, time: 2.010, data_time: 0.124, memory: 5170, top1_acc: 0.3391, top5_acc: 0.6422, loss_cls: 2.8138, loss: 2.8138, grad_norm: 5.9394 2020-07-25 10:39:10,892 - mmaction - INFO - Epoch [4][1340/3757] lr: 1.000e-02, eta: 8 days, 19:44:10, time: 2.014, data_time: 0.583, memory: 5170, top1_acc: 0.3492, top5_acc: 0.6297, loss_cls: 2.9451, loss: 2.9451, grad_norm: 5.8957 2020-07-25 10:39:48,324 - mmaction - INFO - Epoch [4][1360/3757] lr: 1.000e-02, eta: 8 days, 19:41:20, time: 1.876, data_time: 0.730, memory: 5170, top1_acc: 0.3711, top5_acc: 0.6250, loss_cls: 2.8242, loss: 2.8242, grad_norm: 5.8057 2020-07-25 10:40:29,226 - mmaction - INFO - Epoch [4][1380/3757] lr: 1.000e-02, eta: 8 days, 19:40:08, time: 2.047, data_time: 0.004, memory: 5170, top1_acc: 0.3992, top5_acc: 0.6562, loss_cls: 2.7077, loss: 2.7077, grad_norm: 5.8043 2020-07-25 10:41:10,196 - mmaction - INFO - Epoch [4][1400/3757] lr: 1.000e-02, eta: 8 days, 19:38:56, time: 2.046, data_time: 0.004, memory: 5170, top1_acc: 0.3602, top5_acc: 0.6195, loss_cls: 2.8825, loss: 2.8825, grad_norm: 6.0188 2020-07-25 10:41:46,021 - mmaction - INFO - Epoch [4][1420/3757] lr: 1.000e-02, eta: 8 days, 19:35:19, time: 1.794, data_time: 0.011, memory: 5170, top1_acc: 0.3539, top5_acc: 0.6164, loss_cls: 2.9268, loss: 2.9268, grad_norm: 5.8603 2020-07-25 10:42:28,975 - mmaction - INFO - Epoch [4][1440/3757] lr: 1.000e-02, eta: 8 days, 19:35:06, time: 2.148, data_time: 0.003, memory: 5170, top1_acc: 0.3508, top5_acc: 0.6180, loss_cls: 2.8523, loss: 2.8523, grad_norm: 5.8855 2020-07-25 10:43:09,078 - mmaction - INFO - Epoch [4][1460/3757] lr: 1.000e-02, eta: 8 days, 19:33:28, time: 2.001, data_time: 0.002, memory: 5170, top1_acc: 0.3672, top5_acc: 0.6156, loss_cls: 2.8673, loss: 2.8673, grad_norm: 5.9249 2020-07-25 10:43:50,326 - mmaction - INFO - Epoch [4][1480/3757] lr: 1.000e-02, eta: 8 days, 19:32:28, time: 2.066, data_time: 0.012, memory: 5170, top1_acc: 0.3484, top5_acc: 0.6125, loss_cls: 2.9323, loss: 2.9323, grad_norm: 5.8595 2020-07-25 10:44:25,509 - mmaction - INFO - Epoch [4][1500/3757] lr: 1.000e-02, eta: 8 days, 19:28:32, time: 1.757, data_time: 0.018, memory: 5170, top1_acc: 0.3648, top5_acc: 0.6312, loss_cls: 2.8297, loss: 2.8297, grad_norm: 5.8471 2020-07-25 10:45:05,799 - mmaction - INFO - Epoch [4][1520/3757] lr: 1.000e-02, eta: 8 days, 19:27:03, time: 2.016, data_time: 0.005, memory: 5170, top1_acc: 0.3727, top5_acc: 0.6461, loss_cls: 2.7865, loss: 2.7865, grad_norm: 5.8278 2020-07-25 10:45:44,109 - mmaction - INFO - Epoch [4][1540/3757] lr: 1.000e-02, eta: 8 days, 19:24:39, time: 1.917, data_time: 0.010, memory: 5170, top1_acc: 0.3586, top5_acc: 0.6281, loss_cls: 2.8536, loss: 2.8536, grad_norm: 5.8657 2020-07-25 10:46:21,902 - mmaction - INFO - Epoch [4][1560/3757] lr: 1.000e-02, eta: 8 days, 19:21:59, time: 1.889, data_time: 0.008, memory: 5170, top1_acc: 0.3625, top5_acc: 0.6117, loss_cls: 2.8640, loss: 2.8640, grad_norm: 5.8893 2020-07-25 10:47:01,453 - mmaction - INFO - Epoch [4][1580/3757] lr: 1.000e-02, eta: 8 days, 19:20:10, time: 1.977, data_time: 0.003, memory: 5170, top1_acc: 0.3789, top5_acc: 0.6438, loss_cls: 2.7965, loss: 2.7965, grad_norm: 5.9305 2020-07-25 10:47:41,345 - mmaction - INFO - Epoch [4][1600/3757] lr: 1.000e-02, eta: 8 days, 19:18:31, time: 1.996, data_time: 0.010, memory: 5170, top1_acc: 0.3688, top5_acc: 0.6203, loss_cls: 2.8370, loss: 2.8370, grad_norm: 5.7584 2020-07-25 10:48:19,243 - mmaction - INFO - Epoch [4][1620/3757] lr: 1.000e-02, eta: 8 days, 19:15:55, time: 1.894, data_time: 0.002, memory: 5170, top1_acc: 0.3539, top5_acc: 0.6211, loss_cls: 2.8698, loss: 2.8698, grad_norm: 5.8509 2020-07-25 10:49:00,460 - mmaction - INFO - Epoch [4][1640/3757] lr: 1.000e-02, eta: 8 days, 19:14:50, time: 2.055, data_time: 0.008, memory: 5170, top1_acc: 0.3609, top5_acc: 0.6234, loss_cls: 2.8743, loss: 2.8743, grad_norm: 6.0292 2020-07-25 10:49:39,581 - mmaction - INFO - Epoch [4][1660/3757] lr: 1.000e-02, eta: 8 days, 19:12:52, time: 1.962, data_time: 0.010, memory: 5170, top1_acc: 0.3648, top5_acc: 0.6305, loss_cls: 2.8552, loss: 2.8552, grad_norm: 6.0065 2020-07-25 10:50:18,988 - mmaction - INFO - Epoch [4][1680/3757] lr: 1.000e-02, eta: 8 days, 19:11:00, time: 1.970, data_time: 0.013, memory: 5170, top1_acc: 0.3680, top5_acc: 0.6234, loss_cls: 2.8121, loss: 2.8121, grad_norm: 5.9037 2020-07-25 10:50:59,523 - mmaction - INFO - Epoch [4][1700/3757] lr: 1.000e-02, eta: 8 days, 19:09:39, time: 2.027, data_time: 0.004, memory: 5170, top1_acc: 0.3555, top5_acc: 0.6328, loss_cls: 2.8626, loss: 2.8626, grad_norm: 6.1011 2020-07-25 10:51:39,058 - mmaction - INFO - Epoch [4][1720/3757] lr: 1.000e-02, eta: 8 days, 19:07:50, time: 1.975, data_time: 0.004, memory: 5170, top1_acc: 0.3773, top5_acc: 0.6266, loss_cls: 2.8597, loss: 2.8597, grad_norm: 6.0237 2020-07-25 10:52:15,456 - mmaction - INFO - Epoch [4][1740/3757] lr: 1.000e-02, eta: 8 days, 19:04:36, time: 1.823, data_time: 0.056, memory: 5170, top1_acc: 0.3477, top5_acc: 0.6016, loss_cls: 2.9197, loss: 2.9197, grad_norm: 5.9882 2020-07-25 10:52:57,490 - mmaction - INFO - Epoch [4][1760/3757] lr: 1.000e-02, eta: 8 days, 19:03:56, time: 2.100, data_time: 0.028, memory: 5170, top1_acc: 0.3773, top5_acc: 0.6328, loss_cls: 2.7977, loss: 2.7977, grad_norm: 5.8040 2020-07-25 10:53:38,240 - mmaction - INFO - Epoch [4][1780/3757] lr: 1.000e-02, eta: 8 days, 19:02:40, time: 2.034, data_time: 0.011, memory: 5170, top1_acc: 0.3523, top5_acc: 0.6094, loss_cls: 2.9069, loss: 2.9069, grad_norm: 5.9492 2020-07-25 10:54:20,475 - mmaction - INFO - Epoch [4][1800/3757] lr: 1.000e-02, eta: 8 days, 19:02:09, time: 2.114, data_time: 0.009, memory: 5170, top1_acc: 0.3836, top5_acc: 0.6352, loss_cls: 2.7941, loss: 2.7941, grad_norm: 5.8431 2020-07-25 10:54:56,652 - mmaction - INFO - Epoch [4][1820/3757] lr: 1.000e-02, eta: 8 days, 18:58:50, time: 1.812, data_time: 0.008, memory: 5170, top1_acc: 0.3453, top5_acc: 0.6039, loss_cls: 2.9157, loss: 2.9157, grad_norm: 6.0242 2020-07-25 10:55:35,428 - mmaction - INFO - Epoch [4][1840/3757] lr: 1.000e-02, eta: 8 days, 18:56:43, time: 1.940, data_time: 0.003, memory: 5170, top1_acc: 0.3492, top5_acc: 0.6055, loss_cls: 2.9447, loss: 2.9447, grad_norm: 5.9778 2020-07-25 10:56:15,027 - mmaction - INFO - Epoch [4][1860/3757] lr: 1.000e-02, eta: 8 days, 18:54:56, time: 1.977, data_time: 0.008, memory: 5170, top1_acc: 0.3484, top5_acc: 0.6180, loss_cls: 2.9004, loss: 2.9004, grad_norm: 5.9063 2020-07-25 10:56:54,114 - mmaction - INFO - Epoch [4][1880/3757] lr: 1.000e-02, eta: 8 days, 18:52:58, time: 1.956, data_time: 0.070, memory: 5170, top1_acc: 0.3602, top5_acc: 0.6422, loss_cls: 2.8923, loss: 2.8923, grad_norm: 5.9946 2020-07-25 10:57:31,566 - mmaction - INFO - Epoch [4][1900/3757] lr: 1.000e-02, eta: 8 days, 18:50:14, time: 1.872, data_time: 0.234, memory: 5170, top1_acc: 0.3586, top5_acc: 0.6289, loss_cls: 2.8417, loss: 2.8417, grad_norm: 5.7930 2020-07-25 10:58:10,942 - mmaction - INFO - Epoch [4][1920/3757] lr: 1.000e-02, eta: 8 days, 18:48:20, time: 1.963, data_time: 0.003, memory: 5170, top1_acc: 0.3617, top5_acc: 0.6344, loss_cls: 2.7916, loss: 2.7916, grad_norm: 5.8078 2020-07-25 10:58:50,662 - mmaction - INFO - Epoch [4][1940/3757] lr: 1.000e-02, eta: 8 days, 18:46:44, time: 1.993, data_time: 0.117, memory: 5170, top1_acc: 0.3391, top5_acc: 0.6125, loss_cls: 2.8873, loss: 2.8873, grad_norm: 5.9831 2020-07-25 10:59:30,254 - mmaction - INFO - Epoch [4][1960/3757] lr: 1.000e-02, eta: 8 days, 18:44:59, time: 1.980, data_time: 0.008, memory: 5170, top1_acc: 0.3484, top5_acc: 0.6305, loss_cls: 2.9010, loss: 2.9010, grad_norm: 5.9271 2020-07-25 11:00:16,207 - mmaction - INFO - Epoch [4][1980/3757] lr: 1.000e-02, eta: 8 days, 18:46:04, time: 2.288, data_time: 0.002, memory: 5170, top1_acc: 0.3570, top5_acc: 0.6164, loss_cls: 2.8649, loss: 2.8649, grad_norm: 5.8559 2020-07-25 11:00:50,877 - mmaction - INFO - Epoch [4][2000/3757] lr: 1.000e-02, eta: 8 days, 18:42:09, time: 1.739, data_time: 0.122, memory: 5170, top1_acc: 0.3781, top5_acc: 0.6297, loss_cls: 2.8604, loss: 2.8604, grad_norm: 5.8675 2020-07-25 11:01:32,985 - mmaction - INFO - Epoch [4][2020/3757] lr: 1.000e-02, eta: 8 days, 18:41:34, time: 2.105, data_time: 0.005, memory: 5170, top1_acc: 0.3555, top5_acc: 0.6227, loss_cls: 2.8638, loss: 2.8638, grad_norm: 5.9088 2020-07-25 11:02:13,998 - mmaction - INFO - Epoch [4][2040/3757] lr: 1.000e-02, eta: 8 days, 18:40:26, time: 2.045, data_time: 0.033, memory: 5170, top1_acc: 0.3531, top5_acc: 0.6102, loss_cls: 2.9282, loss: 2.9282, grad_norm: 6.1170 2020-07-25 11:02:51,100 - mmaction - INFO - Epoch [4][2060/3757] lr: 1.000e-02, eta: 8 days, 18:37:37, time: 1.860, data_time: 0.026, memory: 5170, top1_acc: 0.3758, top5_acc: 0.6211, loss_cls: 2.8456, loss: 2.8456, grad_norm: 5.8345 2020-07-25 11:03:31,702 - mmaction - INFO - Epoch [4][2080/3757] lr: 1.000e-02, eta: 8 days, 18:36:21, time: 2.028, data_time: 0.007, memory: 5170, top1_acc: 0.3484, top5_acc: 0.6266, loss_cls: 2.8497, loss: 2.8497, grad_norm: 5.9285 2020-07-25 11:04:07,377 - mmaction - INFO - Epoch [4][2100/3757] lr: 1.000e-02, eta: 8 days, 18:32:54, time: 1.789, data_time: 0.014, memory: 5170, top1_acc: 0.3609, top5_acc: 0.6195, loss_cls: 2.8478, loss: 2.8478, grad_norm: 5.8208 2020-07-25 11:04:49,944 - mmaction - INFO - Epoch [4][2120/3757] lr: 1.000e-02, eta: 8 days, 18:32:33, time: 2.129, data_time: 0.064, memory: 5170, top1_acc: 0.3617, top5_acc: 0.6062, loss_cls: 2.9154, loss: 2.9154, grad_norm: 5.8717 2020-07-25 11:05:28,409 - mmaction - INFO - Epoch [4][2140/3757] lr: 1.000e-02, eta: 8 days, 18:30:19, time: 1.923, data_time: 0.008, memory: 5170, top1_acc: 0.3602, top5_acc: 0.6039, loss_cls: 2.9554, loss: 2.9554, grad_norm: 5.8191 2020-07-25 11:06:07,442 - mmaction - INFO - Epoch [4][2160/3757] lr: 1.000e-02, eta: 8 days, 18:28:22, time: 1.951, data_time: 0.003, memory: 5170, top1_acc: 0.3648, top5_acc: 0.6273, loss_cls: 2.7932, loss: 2.7932, grad_norm: 5.7907 2020-07-25 11:06:44,074 - mmaction - INFO - Epoch [4][2180/3757] lr: 1.000e-02, eta: 8 days, 18:25:20, time: 1.832, data_time: 0.003, memory: 5170, top1_acc: 0.3773, top5_acc: 0.6383, loss_cls: 2.7812, loss: 2.7812, grad_norm: 5.8081 2020-07-25 11:07:26,851 - mmaction - INFO - Epoch [4][2200/3757] lr: 1.000e-02, eta: 8 days, 18:25:02, time: 2.135, data_time: 0.009, memory: 5170, top1_acc: 0.3680, top5_acc: 0.6258, loss_cls: 2.8325, loss: 2.8325, grad_norm: 5.7569 2020-07-25 11:08:05,380 - mmaction - INFO - Epoch [4][2220/3757] lr: 1.000e-02, eta: 8 days, 18:22:54, time: 1.930, data_time: 0.008, memory: 5170, top1_acc: 0.3594, top5_acc: 0.6031, loss_cls: 2.9653, loss: 2.9653, grad_norm: 5.8412 2020-07-25 11:08:46,196 - mmaction - INFO - Epoch [4][2240/3757] lr: 1.000e-02, eta: 8 days, 18:21:42, time: 2.035, data_time: 0.424, memory: 5170, top1_acc: 0.3523, top5_acc: 0.6328, loss_cls: 2.8627, loss: 2.8627, grad_norm: 5.7607 2020-07-25 11:09:25,616 - mmaction - INFO - Epoch [4][2260/3757] lr: 1.000e-02, eta: 8 days, 18:19:58, time: 1.976, data_time: 0.010, memory: 5170, top1_acc: 0.3500, top5_acc: 0.6109, loss_cls: 2.9481, loss: 2.9481, grad_norm: 5.8716 2020-07-25 11:10:03,576 - mmaction - INFO - Epoch [4][2280/3757] lr: 1.000e-02, eta: 8 days, 18:17:34, time: 1.899, data_time: 0.009, memory: 5170, top1_acc: 0.3828, top5_acc: 0.6492, loss_cls: 2.7448, loss: 2.7448, grad_norm: 5.7329 2020-07-25 11:10:46,885 - mmaction - INFO - Epoch [4][2300/3757] lr: 1.000e-02, eta: 8 days, 18:17:29, time: 2.160, data_time: 0.003, memory: 5170, top1_acc: 0.3477, top5_acc: 0.5945, loss_cls: 2.9176, loss: 2.9176, grad_norm: 5.9618 2020-07-25 11:11:26,351 - mmaction - INFO - Epoch [4][2320/3757] lr: 1.000e-02, eta: 8 days, 18:15:48, time: 1.979, data_time: 0.008, memory: 5170, top1_acc: 0.3563, top5_acc: 0.6258, loss_cls: 2.8646, loss: 2.8646, grad_norm: 5.9203 2020-07-25 11:12:05,595 - mmaction - INFO - Epoch [4][2340/3757] lr: 1.000e-02, eta: 8 days, 18:13:58, time: 1.962, data_time: 0.007, memory: 5170, top1_acc: 0.3594, top5_acc: 0.6258, loss_cls: 2.8345, loss: 2.8345, grad_norm: 6.0171 2020-07-25 11:12:41,886 - mmaction - INFO - Epoch [4][2360/3757] lr: 1.000e-02, eta: 8 days, 18:10:49, time: 1.813, data_time: 0.097, memory: 5170, top1_acc: 0.3570, top5_acc: 0.6211, loss_cls: 2.8949, loss: 2.8949, grad_norm: 5.8686 2020-07-25 11:13:21,608 - mmaction - INFO - Epoch [4][2380/3757] lr: 1.000e-02, eta: 8 days, 18:09:12, time: 1.986, data_time: 0.622, memory: 5170, top1_acc: 0.3695, top5_acc: 0.6281, loss_cls: 2.8406, loss: 2.8406, grad_norm: 6.0853 2020-07-25 11:14:01,362 - mmaction - INFO - Epoch [4][2400/3757] lr: 1.000e-02, eta: 8 days, 18:07:33, time: 1.981, data_time: 0.003, memory: 5170, top1_acc: 0.3422, top5_acc: 0.5969, loss_cls: 2.9939, loss: 2.9939, grad_norm: 5.9446 2020-07-25 11:14:41,804 - mmaction - INFO - Epoch [4][2420/3757] lr: 1.000e-02, eta: 8 days, 18:06:16, time: 2.022, data_time: 0.049, memory: 5170, top1_acc: 0.3539, top5_acc: 0.6250, loss_cls: 2.9166, loss: 2.9166, grad_norm: 5.7533 2020-07-25 11:15:21,843 - mmaction - INFO - Epoch [4][2440/3757] lr: 1.000e-02, eta: 8 days, 18:04:48, time: 2.002, data_time: 0.697, memory: 5170, top1_acc: 0.3672, top5_acc: 0.6117, loss_cls: 2.8900, loss: 2.8900, grad_norm: 5.7251 2020-07-25 11:16:02,219 - mmaction - INFO - Epoch [4][2460/3757] lr: 1.000e-02, eta: 8 days, 18:03:32, time: 2.025, data_time: 1.229, memory: 5170, top1_acc: 0.3898, top5_acc: 0.6398, loss_cls: 2.7837, loss: 2.7837, grad_norm: 5.8102 2020-07-25 11:16:37,427 - mmaction - INFO - Epoch [4][2480/3757] lr: 1.000e-02, eta: 8 days, 17:59:58, time: 1.761, data_time: 0.893, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6367, loss_cls: 2.7713, loss: 2.7713, grad_norm: 5.7946 2020-07-25 11:17:16,178 - mmaction - INFO - Epoch [4][2500/3757] lr: 1.000e-02, eta: 8 days, 17:57:56, time: 1.936, data_time: 0.225, memory: 5170, top1_acc: 0.3586, top5_acc: 0.6156, loss_cls: 2.8593, loss: 2.8593, grad_norm: 5.8012 2020-07-25 11:17:58,434 - mmaction - INFO - Epoch [4][2520/3757] lr: 1.000e-02, eta: 8 days, 17:57:23, time: 2.105, data_time: 0.297, memory: 5170, top1_acc: 0.3781, top5_acc: 0.6156, loss_cls: 2.8393, loss: 2.8393, grad_norm: 5.9091 2020-07-25 11:18:36,956 - mmaction - INFO - Epoch [4][2540/3757] lr: 1.000e-02, eta: 8 days, 17:55:20, time: 1.935, data_time: 0.144, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6336, loss_cls: 2.8115, loss: 2.8115, grad_norm: 5.7661 2020-07-25 11:19:18,950 - mmaction - INFO - Epoch [4][2560/3757] lr: 1.000e-02, eta: 8 days, 17:54:42, time: 2.095, data_time: 0.007, memory: 5170, top1_acc: 0.3500, top5_acc: 0.6102, loss_cls: 2.9225, loss: 2.9225, grad_norm: 5.9257 2020-07-25 11:19:56,062 - mmaction - INFO - Epoch [4][2580/3757] lr: 1.000e-02, eta: 8 days, 17:52:02, time: 1.861, data_time: 0.008, memory: 5170, top1_acc: 0.3930, top5_acc: 0.6305, loss_cls: 2.8714, loss: 2.8714, grad_norm: 5.7882 2020-07-25 11:20:34,677 - mmaction - INFO - Epoch [4][2600/3757] lr: 1.000e-02, eta: 8 days, 17:49:54, time: 1.923, data_time: 0.008, memory: 5170, top1_acc: 0.3789, top5_acc: 0.6398, loss_cls: 2.7750, loss: 2.7750, grad_norm: 5.6727 2020-07-25 11:21:12,873 - mmaction - INFO - Epoch [4][2620/3757] lr: 1.000e-02, eta: 8 days, 17:47:44, time: 1.918, data_time: 0.032, memory: 5170, top1_acc: 0.3617, top5_acc: 0.6180, loss_cls: 2.9028, loss: 2.9028, grad_norm: 5.8803 2020-07-25 11:21:51,582 - mmaction - INFO - Epoch [4][2640/3757] lr: 1.000e-02, eta: 8 days, 17:45:39, time: 1.928, data_time: 0.494, memory: 5170, top1_acc: 0.3539, top5_acc: 0.6266, loss_cls: 2.8467, loss: 2.8467, grad_norm: 5.8744 2020-07-25 11:22:28,911 - mmaction - INFO - Epoch [4][2660/3757] lr: 1.000e-02, eta: 8 days, 17:43:02, time: 1.866, data_time: 0.009, memory: 5170, top1_acc: 0.3641, top5_acc: 0.6445, loss_cls: 2.7903, loss: 2.7903, grad_norm: 5.7752 2020-07-25 11:23:11,101 - mmaction - INFO - Epoch [4][2680/3757] lr: 1.000e-02, eta: 8 days, 17:42:36, time: 2.116, data_time: 0.111, memory: 5170, top1_acc: 0.3563, top5_acc: 0.6133, loss_cls: 2.9031, loss: 2.9031, grad_norm: 5.8681 2020-07-25 11:23:49,886 - mmaction - INFO - Epoch [4][2700/3757] lr: 1.000e-02, eta: 8 days, 17:40:38, time: 1.941, data_time: 0.008, memory: 5170, top1_acc: 0.3695, top5_acc: 0.6156, loss_cls: 2.8561, loss: 2.8561, grad_norm: 5.8705 2020-07-25 11:24:29,077 - mmaction - INFO - Epoch [4][2720/3757] lr: 1.000e-02, eta: 8 days, 17:38:46, time: 1.951, data_time: 0.002, memory: 5170, top1_acc: 0.3695, top5_acc: 0.6312, loss_cls: 2.7775, loss: 2.7775, grad_norm: 5.7640 2020-07-25 11:25:07,142 - mmaction - INFO - Epoch [4][2740/3757] lr: 1.000e-02, eta: 8 days, 17:36:32, time: 1.907, data_time: 0.010, memory: 5170, top1_acc: 0.3656, top5_acc: 0.6258, loss_cls: 2.8632, loss: 2.8632, grad_norm: 5.7112 2020-07-25 11:25:45,755 - mmaction - INFO - Epoch [4][2760/3757] lr: 1.000e-02, eta: 8 days, 17:34:30, time: 1.929, data_time: 0.006, memory: 5170, top1_acc: 0.3672, top5_acc: 0.6422, loss_cls: 2.7653, loss: 2.7653, grad_norm: 5.6701 2020-07-25 11:26:20,307 - mmaction - INFO - Epoch [4][2780/3757] lr: 1.000e-02, eta: 8 days, 17:30:44, time: 1.729, data_time: 0.015, memory: 5170, top1_acc: 0.3805, top5_acc: 0.6430, loss_cls: 2.7695, loss: 2.7695, grad_norm: 5.6794 2020-07-25 11:26:59,813 - mmaction - INFO - Epoch [4][2800/3757] lr: 1.000e-02, eta: 8 days, 17:29:07, time: 1.979, data_time: 0.009, memory: 5170, top1_acc: 0.3438, top5_acc: 0.6148, loss_cls: 2.9063, loss: 2.9063, grad_norm: 5.9078 2020-07-25 11:27:38,311 - mmaction - INFO - Epoch [4][2820/3757] lr: 1.000e-02, eta: 8 days, 17:26:59, time: 1.916, data_time: 0.009, memory: 5170, top1_acc: 0.3891, top5_acc: 0.6344, loss_cls: 2.7696, loss: 2.7696, grad_norm: 5.7001 2020-07-25 11:28:16,198 - mmaction - INFO - Epoch [4][2840/3757] lr: 1.000e-02, eta: 8 days, 17:24:44, time: 1.904, data_time: 0.223, memory: 5170, top1_acc: 0.3852, top5_acc: 0.6297, loss_cls: 2.7841, loss: 2.7841, grad_norm: 5.6312 2020-07-25 11:28:56,666 - mmaction - INFO - Epoch [4][2860/3757] lr: 1.000e-02, eta: 8 days, 17:23:29, time: 2.020, data_time: 1.240, memory: 5170, top1_acc: 0.3664, top5_acc: 0.6273, loss_cls: 2.8048, loss: 2.8048, grad_norm: 5.7035 2020-07-25 11:29:35,492 - mmaction - INFO - Epoch [4][2880/3757] lr: 1.000e-02, eta: 8 days, 17:21:32, time: 1.937, data_time: 0.456, memory: 5170, top1_acc: 0.3422, top5_acc: 0.6109, loss_cls: 2.8781, loss: 2.8781, grad_norm: 5.8173 2020-07-25 11:30:12,885 - mmaction - INFO - Epoch [4][2900/3757] lr: 1.000e-02, eta: 8 days, 17:19:03, time: 1.876, data_time: 0.826, memory: 5170, top1_acc: 0.3563, top5_acc: 0.6242, loss_cls: 2.8074, loss: 2.8074, grad_norm: 5.7461 2020-07-25 11:30:54,040 - mmaction - INFO - Epoch [4][2920/3757] lr: 1.000e-02, eta: 8 days, 17:18:09, time: 2.059, data_time: 0.003, memory: 5170, top1_acc: 0.3648, top5_acc: 0.6258, loss_cls: 2.8433, loss: 2.8433, grad_norm: 5.9035 2020-07-25 11:31:31,010 - mmaction - INFO - Epoch [4][2940/3757] lr: 1.000e-02, eta: 8 days, 17:15:24, time: 1.842, data_time: 0.112, memory: 5170, top1_acc: 0.3531, top5_acc: 0.6266, loss_cls: 2.8827, loss: 2.8827, grad_norm: 5.9141 2020-07-25 11:32:11,158 - mmaction - INFO - Epoch [4][2960/3757] lr: 1.000e-02, eta: 8 days, 17:14:06, time: 2.013, data_time: 1.132, memory: 5170, top1_acc: 0.3828, top5_acc: 0.6406, loss_cls: 2.7837, loss: 2.7837, grad_norm: 5.8224 2020-07-25 11:32:50,197 - mmaction - INFO - Epoch [4][2980/3757] lr: 1.000e-02, eta: 8 days, 17:12:15, time: 1.947, data_time: 0.247, memory: 5170, top1_acc: 0.3609, top5_acc: 0.6258, loss_cls: 2.8534, loss: 2.8534, grad_norm: 5.8322 2020-07-25 11:33:29,484 - mmaction - INFO - Epoch [4][3000/3757] lr: 1.000e-02, eta: 8 days, 17:10:33, time: 1.964, data_time: 0.337, memory: 5170, top1_acc: 0.3742, top5_acc: 0.6453, loss_cls: 2.8223, loss: 2.8223, grad_norm: 5.7874 2020-07-25 11:34:07,320 - mmaction - INFO - Epoch [4][3020/3757] lr: 1.000e-02, eta: 8 days, 17:08:17, time: 1.896, data_time: 0.370, memory: 5170, top1_acc: 0.3766, top5_acc: 0.6133, loss_cls: 2.8137, loss: 2.8137, grad_norm: 5.6320 2020-07-25 11:34:47,798 - mmaction - INFO - Epoch [4][3040/3757] lr: 1.000e-02, eta: 8 days, 17:07:05, time: 2.024, data_time: 0.116, memory: 5170, top1_acc: 0.3727, top5_acc: 0.6219, loss_cls: 2.7988, loss: 2.7988, grad_norm: 5.8869 2020-07-25 11:35:27,350 - mmaction - INFO - Epoch [4][3060/3757] lr: 1.000e-02, eta: 8 days, 17:05:28, time: 1.972, data_time: 0.009, memory: 5170, top1_acc: 0.3594, top5_acc: 0.6102, loss_cls: 2.8750, loss: 2.8750, grad_norm: 5.8838 2020-07-25 11:36:05,646 - mmaction - INFO - Epoch [4][3080/3757] lr: 1.000e-02, eta: 8 days, 17:03:24, time: 1.921, data_time: 0.245, memory: 5170, top1_acc: 0.3758, top5_acc: 0.6352, loss_cls: 2.7875, loss: 2.7875, grad_norm: 5.9188 2020-07-25 11:36:45,365 - mmaction - INFO - Epoch [4][3100/3757] lr: 1.000e-02, eta: 8 days, 17:01:52, time: 1.982, data_time: 0.063, memory: 5170, top1_acc: 0.3664, top5_acc: 0.6227, loss_cls: 2.8529, loss: 2.8529, grad_norm: 5.8116 2020-07-25 11:37:24,909 - mmaction - INFO - Epoch [4][3120/3757] lr: 1.000e-02, eta: 8 days, 17:00:19, time: 1.981, data_time: 0.009, memory: 5170, top1_acc: 0.3844, top5_acc: 0.6250, loss_cls: 2.8070, loss: 2.8070, grad_norm: 5.6405 2020-07-25 11:38:02,260 - mmaction - INFO - Epoch [4][3140/3757] lr: 1.000e-02, eta: 8 days, 16:57:48, time: 1.863, data_time: 0.219, memory: 5170, top1_acc: 0.3461, top5_acc: 0.6000, loss_cls: 2.9386, loss: 2.9386, grad_norm: 5.8265 2020-07-25 11:38:43,267 - mmaction - INFO - Epoch [4][3160/3757] lr: 1.000e-02, eta: 8 days, 16:56:53, time: 2.055, data_time: 0.167, memory: 5170, top1_acc: 0.3492, top5_acc: 0.6086, loss_cls: 2.9284, loss: 2.9284, grad_norm: 5.8471 2020-07-25 11:39:22,965 - mmaction - INFO - Epoch [4][3180/3757] lr: 1.000e-02, eta: 8 days, 16:55:19, time: 1.978, data_time: 0.007, memory: 5170, top1_acc: 0.3633, top5_acc: 0.6375, loss_cls: 2.8212, loss: 2.8212, grad_norm: 5.7189 2020-07-25 11:40:02,268 - mmaction - INFO - Epoch [4][3200/3757] lr: 1.000e-02, eta: 8 days, 16:53:39, time: 1.966, data_time: 0.009, memory: 5170, top1_acc: 0.3469, top5_acc: 0.6180, loss_cls: 2.9213, loss: 2.9213, grad_norm: 5.8552 2020-07-25 11:40:41,495 - mmaction - INFO - Epoch [4][3220/3757] lr: 1.000e-02, eta: 8 days, 16:52:00, time: 1.966, data_time: 0.009, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6242, loss_cls: 2.8201, loss: 2.8201, grad_norm: 5.6456 2020-07-25 11:41:21,204 - mmaction - INFO - Epoch [4][3240/3757] lr: 1.000e-02, eta: 8 days, 16:50:30, time: 1.985, data_time: 0.010, memory: 5170, top1_acc: 0.3625, top5_acc: 0.6281, loss_cls: 2.7856, loss: 2.7856, grad_norm: 5.6789 2020-07-25 11:42:00,186 - mmaction - INFO - Epoch [4][3260/3757] lr: 1.000e-02, eta: 8 days, 16:48:43, time: 1.948, data_time: 0.004, memory: 5170, top1_acc: 0.3742, top5_acc: 0.6312, loss_cls: 2.8737, loss: 2.8737, grad_norm: 5.8204 2020-07-25 11:42:37,210 - mmaction - INFO - Epoch [4][3280/3757] lr: 1.000e-02, eta: 8 days, 16:46:07, time: 1.852, data_time: 0.004, memory: 5170, top1_acc: 0.3898, top5_acc: 0.6484, loss_cls: 2.7435, loss: 2.7435, grad_norm: 5.7586 2020-07-25 11:43:19,733 - mmaction - INFO - Epoch [4][3300/3757] lr: 1.000e-02, eta: 8 days, 16:45:48, time: 2.128, data_time: 0.004, memory: 5170, top1_acc: 0.3773, top5_acc: 0.6445, loss_cls: 2.7896, loss: 2.7896, grad_norm: 5.7085 2020-07-25 11:43:59,842 - mmaction - INFO - Epoch [4][3320/3757] lr: 1.000e-02, eta: 8 days, 16:44:27, time: 2.001, data_time: 0.008, memory: 5170, top1_acc: 0.3883, top5_acc: 0.6562, loss_cls: 2.7180, loss: 2.7180, grad_norm: 5.7449 2020-07-25 11:44:35,926 - mmaction - INFO - Epoch [4][3340/3757] lr: 1.000e-02, eta: 8 days, 16:41:26, time: 1.799, data_time: 0.010, memory: 5170, top1_acc: 0.3898, top5_acc: 0.6492, loss_cls: 2.7748, loss: 2.7748, grad_norm: 5.9466 2020-07-25 11:45:12,627 - mmaction - INFO - Epoch [4][3360/3757] lr: 1.000e-02, eta: 8 days, 16:38:46, time: 1.839, data_time: 0.274, memory: 5170, top1_acc: 0.3523, top5_acc: 0.6164, loss_cls: 2.8651, loss: 2.8651, grad_norm: 5.9215 2020-07-25 11:45:54,755 - mmaction - INFO - Epoch [4][3380/3757] lr: 1.000e-02, eta: 8 days, 16:38:18, time: 2.108, data_time: 0.076, memory: 5170, top1_acc: 0.3617, top5_acc: 0.6266, loss_cls: 2.8528, loss: 2.8528, grad_norm: 5.9191 2020-07-25 11:46:34,382 - mmaction - INFO - Epoch [4][3400/3757] lr: 1.000e-02, eta: 8 days, 16:36:48, time: 1.982, data_time: 0.011, memory: 5170, top1_acc: 0.3680, top5_acc: 0.6289, loss_cls: 2.8603, loss: 2.8603, grad_norm: 5.8862 2020-07-25 11:47:12,566 - mmaction - INFO - Epoch [4][3420/3757] lr: 1.000e-02, eta: 8 days, 16:34:42, time: 1.910, data_time: 0.151, memory: 5170, top1_acc: 0.3867, top5_acc: 0.6344, loss_cls: 2.7659, loss: 2.7659, grad_norm: 5.7468 2020-07-25 11:47:49,926 - mmaction - INFO - Epoch [4][3440/3757] lr: 1.000e-02, eta: 8 days, 16:32:17, time: 1.869, data_time: 0.004, memory: 5170, top1_acc: 0.3445, top5_acc: 0.6234, loss_cls: 2.9001, loss: 2.9001, grad_norm: 5.8176 2020-07-25 11:48:30,411 - mmaction - INFO - Epoch [4][3460/3757] lr: 1.000e-02, eta: 8 days, 16:31:07, time: 2.021, data_time: 0.443, memory: 5170, top1_acc: 0.3898, top5_acc: 0.6453, loss_cls: 2.7796, loss: 2.7796, grad_norm: 5.7930 2020-07-25 11:49:08,259 - mmaction - INFO - Epoch [4][3480/3757] lr: 1.000e-02, eta: 8 days, 16:28:55, time: 1.896, data_time: 0.009, memory: 5170, top1_acc: 0.3688, top5_acc: 0.6133, loss_cls: 2.9164, loss: 2.9164, grad_norm: 5.8836 2020-07-25 11:49:46,722 - mmaction - INFO - Epoch [4][3500/3757] lr: 1.000e-02, eta: 8 days, 16:26:54, time: 1.916, data_time: 0.008, memory: 5170, top1_acc: 0.3625, top5_acc: 0.6383, loss_cls: 2.8013, loss: 2.8013, grad_norm: 5.7637 2020-07-25 11:50:25,760 - mmaction - INFO - Epoch [4][3520/3757] lr: 1.000e-02, eta: 8 days, 16:25:10, time: 1.951, data_time: 0.188, memory: 5170, top1_acc: 0.3633, top5_acc: 0.6273, loss_cls: 2.7993, loss: 2.7993, grad_norm: 5.7010 2020-07-25 11:51:05,098 - mmaction - INFO - Epoch [4][3540/3757] lr: 1.000e-02, eta: 8 days, 16:23:36, time: 1.972, data_time: 0.795, memory: 5170, top1_acc: 0.3648, top5_acc: 0.6023, loss_cls: 2.8479, loss: 2.8479, grad_norm: 5.7103 2020-07-25 11:51:43,087 - mmaction - INFO - Epoch [4][3560/3757] lr: 1.000e-02, eta: 8 days, 16:21:24, time: 1.894, data_time: 1.157, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6219, loss_cls: 2.8770, loss: 2.8770, grad_norm: 6.0015 2020-07-25 11:52:24,799 - mmaction - INFO - Epoch [4][3580/3757] lr: 1.000e-02, eta: 8 days, 16:20:47, time: 2.088, data_time: 0.061, memory: 5170, top1_acc: 0.3867, top5_acc: 0.6273, loss_cls: 2.8377, loss: 2.8377, grad_norm: 5.8270 2020-07-25 11:53:02,394 - mmaction - INFO - Epoch [4][3600/3757] lr: 1.000e-02, eta: 8 days, 16:18:28, time: 1.878, data_time: 0.011, memory: 5170, top1_acc: 0.3633, top5_acc: 0.6227, loss_cls: 2.8879, loss: 2.8879, grad_norm: 5.7934 2020-07-25 11:53:43,272 - mmaction - INFO - Epoch [4][3620/3757] lr: 1.000e-02, eta: 8 days, 16:17:33, time: 2.050, data_time: 0.012, memory: 5170, top1_acc: 0.3617, top5_acc: 0.6164, loss_cls: 2.8665, loss: 2.8665, grad_norm: 5.7190 2020-07-25 11:54:23,261 - mmaction - INFO - Epoch [4][3640/3757] lr: 1.000e-02, eta: 8 days, 16:16:13, time: 1.998, data_time: 0.019, memory: 5170, top1_acc: 0.3680, top5_acc: 0.6289, loss_cls: 2.8859, loss: 2.8859, grad_norm: 5.7028 2020-07-25 11:55:00,524 - mmaction - INFO - Epoch [4][3660/3757] lr: 1.000e-02, eta: 8 days, 16:13:49, time: 1.867, data_time: 0.081, memory: 5170, top1_acc: 0.3672, top5_acc: 0.6266, loss_cls: 2.8496, loss: 2.8496, grad_norm: 5.5569 2020-07-25 11:55:40,540 - mmaction - INFO - Epoch [4][3680/3757] lr: 1.000e-02, eta: 8 days, 16:12:28, time: 1.996, data_time: 0.095, memory: 5170, top1_acc: 0.3555, top5_acc: 0.6383, loss_cls: 2.8207, loss: 2.8207, grad_norm: 5.7649 2020-07-25 11:56:17,018 - mmaction - INFO - Epoch [4][3700/3757] lr: 1.000e-02, eta: 8 days, 16:09:46, time: 1.827, data_time: 0.647, memory: 5170, top1_acc: 0.3984, top5_acc: 0.6406, loss_cls: 2.7421, loss: 2.7421, grad_norm: 5.6520 2020-07-25 11:56:59,155 - mmaction - INFO - Epoch [4][3720/3757] lr: 1.000e-02, eta: 8 days, 16:09:18, time: 2.105, data_time: 0.570, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6180, loss_cls: 2.8382, loss: 2.8382, grad_norm: 5.6765 2020-07-25 11:57:40,429 - mmaction - INFO - Epoch [4][3740/3757] lr: 1.000e-02, eta: 8 days, 16:08:30, time: 2.065, data_time: 0.034, memory: 5170, top1_acc: 0.3594, top5_acc: 0.6141, loss_cls: 2.8752, loss: 2.8752, grad_norm: 5.8898 2020-07-25 11:58:04,265 - mmaction - INFO - Saving checkpoint at 4 epochs 2020-07-25 11:59:00,224 - mmaction - INFO - Epoch [5][20/3757] lr: 1.000e-02, eta: 8 days, 15:57:17, time: 2.600, data_time: 0.589, memory: 5170, top1_acc: 0.3805, top5_acc: 0.6508, loss_cls: 2.7088, loss: 2.7088, grad_norm: 5.6653 2020-07-25 11:59:36,946 - mmaction - INFO - Epoch [5][40/3757] lr: 1.000e-02, eta: 8 days, 15:54:39, time: 1.833, data_time: 0.351, memory: 5170, top1_acc: 0.3797, top5_acc: 0.6359, loss_cls: 2.7747, loss: 2.7747, grad_norm: 5.7145 2020-07-25 12:00:15,333 - mmaction - INFO - Epoch [5][60/3757] lr: 1.000e-02, eta: 8 days, 15:52:33, time: 1.899, data_time: 0.999, memory: 5170, top1_acc: 0.3789, top5_acc: 0.6453, loss_cls: 2.7862, loss: 2.7862, grad_norm: 5.7638 2020-07-25 12:00:56,857 - mmaction - INFO - Epoch [5][80/3757] lr: 1.000e-02, eta: 8 days, 15:52:05, time: 2.102, data_time: 1.187, memory: 5170, top1_acc: 0.3953, top5_acc: 0.6508, loss_cls: 2.7044, loss: 2.7044, grad_norm: 5.6636 2020-07-25 12:01:36,874 - mmaction - INFO - Epoch [5][100/3757] lr: 1.000e-02, eta: 8 days, 15:50:45, time: 1.995, data_time: 1.277, memory: 5170, top1_acc: 0.3844, top5_acc: 0.6398, loss_cls: 2.7570, loss: 2.7570, grad_norm: 5.6587 2020-07-25 12:02:13,057 - mmaction - INFO - Epoch [5][120/3757] lr: 1.000e-02, eta: 8 days, 15:48:00, time: 1.816, data_time: 0.257, memory: 5170, top1_acc: 0.3992, top5_acc: 0.6312, loss_cls: 2.7586, loss: 2.7586, grad_norm: 5.6946 2020-07-25 12:02:55,515 - mmaction - INFO - Epoch [5][140/3757] lr: 1.000e-02, eta: 8 days, 15:47:42, time: 2.123, data_time: 0.014, memory: 5170, top1_acc: 0.3648, top5_acc: 0.6211, loss_cls: 2.8216, loss: 2.8216, grad_norm: 5.7415 2020-07-25 12:03:36,315 - mmaction - INFO - Epoch [5][160/3757] lr: 1.000e-02, eta: 8 days, 15:46:39, time: 2.031, data_time: 0.011, memory: 5170, top1_acc: 0.3906, top5_acc: 0.6422, loss_cls: 2.7033, loss: 2.7033, grad_norm: 5.6626 2020-07-25 12:04:15,695 - mmaction - INFO - Epoch [5][180/3757] lr: 1.000e-02, eta: 8 days, 15:45:10, time: 1.973, data_time: 0.193, memory: 5170, top1_acc: 0.3844, top5_acc: 0.6484, loss_cls: 2.7168, loss: 2.7168, grad_norm: 5.7246 2020-07-25 12:04:53,053 - mmaction - INFO - Epoch [5][200/3757] lr: 1.000e-02, eta: 8 days, 15:42:52, time: 1.871, data_time: 0.749, memory: 5170, top1_acc: 0.3680, top5_acc: 0.6414, loss_cls: 2.8047, loss: 2.8047, grad_norm: 5.8564 2020-07-25 12:05:33,314 - mmaction - INFO - Epoch [5][220/3757] lr: 1.000e-02, eta: 8 days, 15:41:41, time: 2.013, data_time: 0.409, memory: 5170, top1_acc: 0.3688, top5_acc: 0.6227, loss_cls: 2.8386, loss: 2.8386, grad_norm: 5.8227 2020-07-25 12:06:14,645 - mmaction - INFO - Epoch [5][240/3757] lr: 1.000e-02, eta: 8 days, 15:40:54, time: 2.061, data_time: 0.144, memory: 5170, top1_acc: 0.3703, top5_acc: 0.6320, loss_cls: 2.8455, loss: 2.8455, grad_norm: 5.9216 2020-07-25 12:06:48,629 - mmaction - INFO - Epoch [5][260/3757] lr: 1.000e-02, eta: 8 days, 15:37:15, time: 1.698, data_time: 0.008, memory: 5170, top1_acc: 0.3617, top5_acc: 0.6117, loss_cls: 2.8542, loss: 2.8542, grad_norm: 5.8189 2020-07-25 12:07:28,204 - mmaction - INFO - Epoch [5][280/3757] lr: 1.000e-02, eta: 8 days, 15:35:51, time: 1.983, data_time: 0.010, memory: 5170, top1_acc: 0.3648, top5_acc: 0.6352, loss_cls: 2.7959, loss: 2.7959, grad_norm: 5.7776 2020-07-25 12:08:07,018 - mmaction - INFO - Epoch [5][300/3757] lr: 1.000e-02, eta: 8 days, 15:34:07, time: 1.942, data_time: 0.010, memory: 5170, top1_acc: 0.3703, top5_acc: 0.6430, loss_cls: 2.7344, loss: 2.7344, grad_norm: 5.7401 2020-07-25 12:08:47,133 - mmaction - INFO - Epoch [5][320/3757] lr: 1.000e-02, eta: 8 days, 15:32:54, time: 2.006, data_time: 0.182, memory: 5170, top1_acc: 0.3617, top5_acc: 0.6430, loss_cls: 2.7593, loss: 2.7593, grad_norm: 5.7829 2020-07-25 12:09:23,092 - mmaction - INFO - Epoch [5][340/3757] lr: 1.000e-02, eta: 8 days, 15:30:00, time: 1.791, data_time: 0.171, memory: 5170, top1_acc: 0.3719, top5_acc: 0.6523, loss_cls: 2.7498, loss: 2.7498, grad_norm: 5.6493 2020-07-25 12:10:05,903 - mmaction - INFO - Epoch [5][360/3757] lr: 1.000e-02, eta: 8 days, 15:29:54, time: 2.148, data_time: 0.437, memory: 5170, top1_acc: 0.3734, top5_acc: 0.6469, loss_cls: 2.7390, loss: 2.7390, grad_norm: 5.7856 2020-07-25 12:10:45,269 - mmaction - INFO - Epoch [5][380/3757] lr: 1.000e-02, eta: 8 days, 15:28:23, time: 1.967, data_time: 0.010, memory: 5170, top1_acc: 0.3797, top5_acc: 0.6422, loss_cls: 2.7365, loss: 2.7365, grad_norm: 5.7438 2020-07-25 12:11:26,490 - mmaction - INFO - Epoch [5][400/3757] lr: 1.000e-02, eta: 8 days, 15:27:36, time: 2.063, data_time: 0.010, memory: 5170, top1_acc: 0.3789, top5_acc: 0.6273, loss_cls: 2.8170, loss: 2.8170, grad_norm: 5.6994 2020-07-25 12:12:04,967 - mmaction - INFO - Epoch [5][420/3757] lr: 1.000e-02, eta: 8 days, 15:25:45, time: 1.924, data_time: 0.002, memory: 5170, top1_acc: 0.3602, top5_acc: 0.6297, loss_cls: 2.8043, loss: 2.8043, grad_norm: 5.7400 2020-07-25 12:12:44,518 - mmaction - INFO - Epoch [5][440/3757] lr: 1.000e-02, eta: 8 days, 15:24:18, time: 1.975, data_time: 0.008, memory: 5170, top1_acc: 0.4023, top5_acc: 0.6672, loss_cls: 2.6669, loss: 2.6669, grad_norm: 5.6931 2020-07-25 12:13:24,643 - mmaction - INFO - Epoch [5][460/3757] lr: 1.000e-02, eta: 8 days, 15:23:06, time: 2.007, data_time: 0.005, memory: 5170, top1_acc: 0.3641, top5_acc: 0.6359, loss_cls: 2.7727, loss: 2.7727, grad_norm: 5.8338 2020-07-25 12:14:02,808 - mmaction - INFO - Epoch [5][480/3757] lr: 1.000e-02, eta: 8 days, 15:21:04, time: 1.899, data_time: 0.005, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6328, loss_cls: 2.7919, loss: 2.7919, grad_norm: 5.8310 2020-07-25 12:14:40,348 - mmaction - INFO - Epoch [5][500/3757] lr: 1.000e-02, eta: 8 days, 15:18:57, time: 1.889, data_time: 0.014, memory: 5170, top1_acc: 0.3734, top5_acc: 0.6367, loss_cls: 2.7904, loss: 2.7904, grad_norm: 5.7272 2020-07-25 12:15:18,617 - mmaction - INFO - Epoch [5][520/3757] lr: 1.000e-02, eta: 8 days, 15:17:00, time: 1.909, data_time: 0.006, memory: 5170, top1_acc: 0.3883, top5_acc: 0.6250, loss_cls: 2.7628, loss: 2.7628, grad_norm: 5.6652 2020-07-25 12:15:57,216 - mmaction - INFO - Epoch [5][540/3757] lr: 1.000e-02, eta: 8 days, 15:15:14, time: 1.931, data_time: 0.023, memory: 5170, top1_acc: 0.3664, top5_acc: 0.6242, loss_cls: 2.8516, loss: 2.8516, grad_norm: 5.8525 2020-07-25 12:16:34,981 - mmaction - INFO - Epoch [5][560/3757] lr: 1.000e-02, eta: 8 days, 15:13:05, time: 1.883, data_time: 0.011, memory: 5170, top1_acc: 0.3625, top5_acc: 0.6344, loss_cls: 2.8425, loss: 2.8425, grad_norm: 5.7551 2020-07-25 12:17:17,177 - mmaction - INFO - Epoch [5][580/3757] lr: 1.000e-02, eta: 8 days, 15:12:45, time: 2.117, data_time: 0.010, memory: 5170, top1_acc: 0.3773, top5_acc: 0.6328, loss_cls: 2.8329, loss: 2.8329, grad_norm: 5.9162 2020-07-25 12:17:54,995 - mmaction - INFO - Epoch [5][600/3757] lr: 1.000e-02, eta: 8 days, 15:10:38, time: 1.887, data_time: 0.009, memory: 5170, top1_acc: 0.3898, top5_acc: 0.6484, loss_cls: 2.7386, loss: 2.7386, grad_norm: 5.6310 2020-07-25 12:18:31,844 - mmaction - INFO - Epoch [5][620/3757] lr: 1.000e-02, eta: 8 days, 15:08:14, time: 1.847, data_time: 0.075, memory: 5170, top1_acc: 0.3883, top5_acc: 0.6430, loss_cls: 2.7996, loss: 2.7996, grad_norm: 5.6963 2020-07-25 12:19:09,851 - mmaction - INFO - Epoch [5][640/3757] lr: 1.000e-02, eta: 8 days, 15:06:09, time: 1.890, data_time: 0.032, memory: 5170, top1_acc: 0.3852, top5_acc: 0.6109, loss_cls: 2.8795, loss: 2.8795, grad_norm: 5.7455 2020-07-25 12:19:50,778 - mmaction - INFO - Epoch [5][660/3757] lr: 1.000e-02, eta: 8 days, 15:05:21, time: 2.057, data_time: 0.726, memory: 5170, top1_acc: 0.3773, top5_acc: 0.6367, loss_cls: 2.7554, loss: 2.7554, grad_norm: 5.7352 2020-07-25 12:20:29,825 - mmaction - INFO - Epoch [5][680/3757] lr: 1.000e-02, eta: 8 days, 15:03:43, time: 1.948, data_time: 0.117, memory: 5170, top1_acc: 0.3898, top5_acc: 0.6602, loss_cls: 2.6917, loss: 2.6917, grad_norm: 5.7711 2020-07-25 12:21:06,192 - mmaction - INFO - Epoch [5][700/3757] lr: 1.000e-02, eta: 8 days, 15:01:07, time: 1.820, data_time: 0.575, memory: 5170, top1_acc: 0.3930, top5_acc: 0.6438, loss_cls: 2.6844, loss: 2.6844, grad_norm: 5.6264 2020-07-25 12:21:49,144 - mmaction - INFO - Epoch [5][720/3757] lr: 1.000e-02, eta: 8 days, 15:01:00, time: 2.145, data_time: 0.024, memory: 5170, top1_acc: 0.3984, top5_acc: 0.6539, loss_cls: 2.6982, loss: 2.6982, grad_norm: 5.6492 2020-07-25 12:22:24,129 - mmaction - INFO - Epoch [5][740/3757] lr: 1.000e-02, eta: 8 days, 14:57:53, time: 1.752, data_time: 0.018, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6461, loss_cls: 2.7763, loss: 2.7763, grad_norm: 5.8301 2020-07-25 12:23:05,060 - mmaction - INFO - Epoch [5][760/3757] lr: 1.000e-02, eta: 8 days, 14:57:01, time: 2.046, data_time: 0.004, memory: 5170, top1_acc: 0.3758, top5_acc: 0.6320, loss_cls: 2.7941, loss: 2.7941, grad_norm: 5.6877 2020-07-25 12:23:40,921 - mmaction - INFO - Epoch [5][780/3757] lr: 1.000e-02, eta: 8 days, 14:54:12, time: 1.790, data_time: 0.010, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6570, loss_cls: 2.6277, loss: 2.6277, grad_norm: 5.5809 2020-07-25 12:24:18,263 - mmaction - INFO - Epoch [5][800/3757] lr: 1.000e-02, eta: 8 days, 14:51:58, time: 1.866, data_time: 0.009, memory: 5170, top1_acc: 0.3672, top5_acc: 0.6281, loss_cls: 2.8481, loss: 2.8481, grad_norm: 5.8812 2020-07-25 12:24:58,871 - mmaction - INFO - Epoch [5][820/3757] lr: 1.000e-02, eta: 8 days, 14:51:02, time: 2.037, data_time: 0.010, memory: 5170, top1_acc: 0.3781, top5_acc: 0.6508, loss_cls: 2.7317, loss: 2.7317, grad_norm: 5.7729 2020-07-25 12:25:38,170 - mmaction - INFO - Epoch [5][840/3757] lr: 1.000e-02, eta: 8 days, 14:49:32, time: 1.962, data_time: 0.009, memory: 5170, top1_acc: 0.3648, top5_acc: 0.6359, loss_cls: 2.8039, loss: 2.8039, grad_norm: 5.7570 2020-07-25 12:26:16,652 - mmaction - INFO - Epoch [5][860/3757] lr: 1.000e-02, eta: 8 days, 14:47:46, time: 1.926, data_time: 0.005, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6562, loss_cls: 2.6765, loss: 2.6765, grad_norm: 5.7664 2020-07-25 12:26:54,479 - mmaction - INFO - Epoch [5][880/3757] lr: 1.000e-02, eta: 8 days, 14:45:43, time: 1.889, data_time: 0.008, memory: 5170, top1_acc: 0.3680, top5_acc: 0.6320, loss_cls: 2.8347, loss: 2.8347, grad_norm: 5.8717 2020-07-25 12:27:40,238 - mmaction - INFO - Epoch [5][900/3757] lr: 1.000e-02, eta: 8 days, 14:46:41, time: 2.289, data_time: 0.277, memory: 5170, top1_acc: 0.3805, top5_acc: 0.6367, loss_cls: 2.7861, loss: 2.7861, grad_norm: 5.9501 2020-07-25 12:28:21,573 - mmaction - INFO - Epoch [5][920/3757] lr: 1.000e-02, eta: 8 days, 14:45:59, time: 2.067, data_time: 0.008, memory: 5170, top1_acc: 0.3633, top5_acc: 0.6242, loss_cls: 2.8460, loss: 2.8460, grad_norm: 5.8502 2020-07-25 12:29:00,045 - mmaction - INFO - Epoch [5][940/3757] lr: 1.000e-02, eta: 8 days, 14:44:13, time: 1.925, data_time: 0.003, memory: 5170, top1_acc: 0.3602, top5_acc: 0.6383, loss_cls: 2.7797, loss: 2.7797, grad_norm: 5.6981 2020-07-25 12:29:35,391 - mmaction - INFO - Epoch [5][960/3757] lr: 1.000e-02, eta: 8 days, 14:41:15, time: 1.766, data_time: 0.006, memory: 5170, top1_acc: 0.3719, top5_acc: 0.6477, loss_cls: 2.7159, loss: 2.7159, grad_norm: 5.7050 2020-07-25 12:30:13,839 - mmaction - INFO - Epoch [5][980/3757] lr: 1.000e-02, eta: 8 days, 14:39:24, time: 1.913, data_time: 0.026, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6445, loss_cls: 2.7578, loss: 2.7578, grad_norm: 5.7745 2020-07-25 12:30:54,263 - mmaction - INFO - Epoch [5][1000/3757] lr: 1.000e-02, eta: 8 days, 14:38:26, time: 2.031, data_time: 0.043, memory: 5170, top1_acc: 0.3688, top5_acc: 0.6508, loss_cls: 2.7598, loss: 2.7598, grad_norm: 5.8046 2020-07-25 12:31:33,860 - mmaction - INFO - Epoch [5][1020/3757] lr: 1.000e-02, eta: 8 days, 14:37:05, time: 1.980, data_time: 0.002, memory: 5170, top1_acc: 0.3867, top5_acc: 0.6258, loss_cls: 2.7856, loss: 2.7856, grad_norm: 5.7596 2020-07-25 12:32:16,157 - mmaction - INFO - Epoch [5][1040/3757] lr: 1.000e-02, eta: 8 days, 14:36:44, time: 2.115, data_time: 0.003, memory: 5170, top1_acc: 0.3617, top5_acc: 0.6266, loss_cls: 2.8530, loss: 2.8530, grad_norm: 5.8174 2020-07-25 12:32:52,701 - mmaction - INFO - Epoch [5][1060/3757] lr: 1.000e-02, eta: 8 days, 14:34:12, time: 1.820, data_time: 0.003, memory: 5170, top1_acc: 0.3656, top5_acc: 0.6422, loss_cls: 2.7573, loss: 2.7573, grad_norm: 5.5557 2020-07-25 12:33:32,974 - mmaction - INFO - Epoch [5][1080/3757] lr: 1.000e-02, eta: 8 days, 14:33:10, time: 2.021, data_time: 0.009, memory: 5170, top1_acc: 0.3703, top5_acc: 0.6555, loss_cls: 2.7000, loss: 2.7000, grad_norm: 5.6241 2020-07-25 12:34:12,713 - mmaction - INFO - Epoch [5][1100/3757] lr: 1.000e-02, eta: 8 days, 14:31:52, time: 1.986, data_time: 0.007, memory: 5170, top1_acc: 0.3992, top5_acc: 0.6562, loss_cls: 2.7438, loss: 2.7438, grad_norm: 5.7833 2020-07-25 12:34:50,262 - mmaction - INFO - Epoch [5][1120/3757] lr: 1.000e-02, eta: 8 days, 14:29:45, time: 1.877, data_time: 0.004, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6336, loss_cls: 2.8288, loss: 2.8288, grad_norm: 5.8174 2020-07-25 12:35:31,800 - mmaction - INFO - Epoch [5][1140/3757] lr: 1.000e-02, eta: 8 days, 14:29:07, time: 2.074, data_time: 0.005, memory: 5170, top1_acc: 0.3797, top5_acc: 0.6289, loss_cls: 2.8098, loss: 2.8098, grad_norm: 5.6911 2020-07-25 12:36:09,853 - mmaction - INFO - Epoch [5][1160/3757] lr: 1.000e-02, eta: 8 days, 14:27:14, time: 1.906, data_time: 0.200, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6508, loss_cls: 2.6623, loss: 2.6623, grad_norm: 5.5369 2020-07-25 12:36:47,645 - mmaction - INFO - Epoch [5][1180/3757] lr: 1.000e-02, eta: 8 days, 14:25:12, time: 1.887, data_time: 0.339, memory: 5170, top1_acc: 0.3781, top5_acc: 0.6336, loss_cls: 2.7829, loss: 2.7829, grad_norm: 5.7480 2020-07-25 12:37:27,371 - mmaction - INFO - Epoch [5][1200/3757] lr: 1.000e-02, eta: 8 days, 14:23:56, time: 1.989, data_time: 0.489, memory: 5170, top1_acc: 0.4109, top5_acc: 0.6664, loss_cls: 2.5995, loss: 2.5995, grad_norm: 5.5324 2020-07-25 12:38:07,281 - mmaction - INFO - Epoch [5][1220/3757] lr: 1.000e-02, eta: 8 days, 14:22:44, time: 1.996, data_time: 0.115, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6438, loss_cls: 2.7374, loss: 2.7374, grad_norm: 5.6505 2020-07-25 12:38:45,047 - mmaction - INFO - Epoch [5][1240/3757] lr: 1.000e-02, eta: 8 days, 14:20:41, time: 1.884, data_time: 0.003, memory: 5170, top1_acc: 0.4047, top5_acc: 0.6484, loss_cls: 2.7810, loss: 2.7810, grad_norm: 5.6634 2020-07-25 12:39:27,118 - mmaction - INFO - Epoch [5][1260/3757] lr: 1.000e-02, eta: 8 days, 14:20:18, time: 2.108, data_time: 0.012, memory: 5170, top1_acc: 0.3930, top5_acc: 0.6500, loss_cls: 2.7119, loss: 2.7119, grad_norm: 5.6450 2020-07-25 12:40:04,806 - mmaction - INFO - Epoch [5][1280/3757] lr: 1.000e-02, eta: 8 days, 14:18:17, time: 1.885, data_time: 0.018, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6578, loss_cls: 2.6230, loss: 2.6230, grad_norm: 5.6297 2020-07-25 12:40:43,457 - mmaction - INFO - Epoch [5][1300/3757] lr: 1.000e-02, eta: 8 days, 14:16:36, time: 1.932, data_time: 0.002, memory: 5170, top1_acc: 0.3945, top5_acc: 0.6391, loss_cls: 2.7089, loss: 2.7089, grad_norm: 5.7542 2020-07-25 12:41:21,232 - mmaction - INFO - Epoch [5][1320/3757] lr: 1.000e-02, eta: 8 days, 14:14:37, time: 1.890, data_time: 0.009, memory: 5170, top1_acc: 0.4102, top5_acc: 0.6734, loss_cls: 2.6030, loss: 2.6030, grad_norm: 5.5712 2020-07-25 12:42:02,648 - mmaction - INFO - Epoch [5][1340/3757] lr: 1.000e-02, eta: 8 days, 14:13:55, time: 2.065, data_time: 0.007, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6695, loss_cls: 2.6519, loss: 2.6519, grad_norm: 5.6569 2020-07-25 12:42:41,255 - mmaction - INFO - Epoch [5][1360/3757] lr: 1.000e-02, eta: 8 days, 14:12:14, time: 1.929, data_time: 0.010, memory: 5170, top1_acc: 0.3961, top5_acc: 0.6648, loss_cls: 2.6636, loss: 2.6636, grad_norm: 5.7207 2020-07-25 12:43:18,623 - mmaction - INFO - Epoch [5][1380/3757] lr: 1.000e-02, eta: 8 days, 14:10:08, time: 1.873, data_time: 0.010, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6336, loss_cls: 2.8299, loss: 2.8299, grad_norm: 5.7862 2020-07-25 12:44:00,071 - mmaction - INFO - Epoch [5][1400/3757] lr: 1.000e-02, eta: 8 days, 14:09:27, time: 2.066, data_time: 0.064, memory: 5170, top1_acc: 0.3781, top5_acc: 0.6328, loss_cls: 2.7725, loss: 2.7725, grad_norm: 5.7936 2020-07-25 12:44:38,814 - mmaction - INFO - Epoch [5][1420/3757] lr: 1.000e-02, eta: 8 days, 14:07:51, time: 1.941, data_time: 0.158, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6344, loss_cls: 2.7318, loss: 2.7318, grad_norm: 5.6926 2020-07-25 12:45:19,140 - mmaction - INFO - Epoch [5][1440/3757] lr: 1.000e-02, eta: 8 days, 14:06:45, time: 2.009, data_time: 0.011, memory: 5170, top1_acc: 0.3820, top5_acc: 0.6297, loss_cls: 2.8409, loss: 2.8409, grad_norm: 5.8531 2020-07-25 12:45:58,805 - mmaction - INFO - Epoch [5][1460/3757] lr: 1.000e-02, eta: 8 days, 14:05:32, time: 1.993, data_time: 0.014, memory: 5170, top1_acc: 0.3930, top5_acc: 0.6633, loss_cls: 2.6057, loss: 2.6057, grad_norm: 5.8109 2020-07-25 12:46:38,965 - mmaction - INFO - Epoch [5][1480/3757] lr: 1.000e-02, eta: 8 days, 14:04:26, time: 2.008, data_time: 0.005, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6375, loss_cls: 2.7616, loss: 2.7616, grad_norm: 5.9212 2020-07-25 12:47:18,429 - mmaction - INFO - Epoch [5][1500/3757] lr: 1.000e-02, eta: 8 days, 14:03:03, time: 1.969, data_time: 0.010, memory: 5170, top1_acc: 0.3898, top5_acc: 0.6562, loss_cls: 2.7126, loss: 2.7126, grad_norm: 5.7199 2020-07-25 12:47:55,463 - mmaction - INFO - Epoch [5][1520/3757] lr: 1.000e-02, eta: 8 days, 14:00:51, time: 1.856, data_time: 0.009, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6289, loss_cls: 2.7827, loss: 2.7827, grad_norm: 5.8807 2020-07-25 12:48:35,359 - mmaction - INFO - Epoch [5][1540/3757] lr: 1.000e-02, eta: 8 days, 13:59:36, time: 1.988, data_time: 0.225, memory: 5170, top1_acc: 0.3711, top5_acc: 0.6320, loss_cls: 2.8043, loss: 2.8043, grad_norm: 5.9837 2020-07-25 12:49:14,836 - mmaction - INFO - Epoch [5][1560/3757] lr: 1.000e-02, eta: 8 days, 13:58:18, time: 1.980, data_time: 0.535, memory: 5170, top1_acc: 0.3727, top5_acc: 0.6328, loss_cls: 2.8221, loss: 2.8221, grad_norm: 5.9214 2020-07-25 12:49:53,678 - mmaction - INFO - Epoch [5][1580/3757] lr: 1.000e-02, eta: 8 days, 13:56:44, time: 1.944, data_time: 0.425, memory: 5170, top1_acc: 0.3789, top5_acc: 0.6594, loss_cls: 2.6625, loss: 2.6625, grad_norm: 5.6745 2020-07-25 12:50:31,649 - mmaction - INFO - Epoch [5][1600/3757] lr: 1.000e-02, eta: 8 days, 13:54:49, time: 1.893, data_time: 0.086, memory: 5170, top1_acc: 0.3852, top5_acc: 0.6484, loss_cls: 2.7061, loss: 2.7061, grad_norm: 5.9079 2020-07-25 12:51:15,686 - mmaction - INFO - Epoch [5][1620/3757] lr: 1.000e-02, eta: 8 days, 13:55:09, time: 2.207, data_time: 0.009, memory: 5170, top1_acc: 0.3961, top5_acc: 0.6445, loss_cls: 2.7029, loss: 2.7029, grad_norm: 5.8377 2020-07-25 12:51:53,254 - mmaction - INFO - Epoch [5][1640/3757] lr: 1.000e-02, eta: 8 days, 13:53:08, time: 1.879, data_time: 0.010, memory: 5170, top1_acc: 0.3906, top5_acc: 0.6344, loss_cls: 2.7330, loss: 2.7330, grad_norm: 5.9945 2020-07-25 12:52:30,902 - mmaction - INFO - Epoch [5][1660/3757] lr: 1.000e-02, eta: 8 days, 13:51:08, time: 1.882, data_time: 0.003, memory: 5170, top1_acc: 0.3773, top5_acc: 0.6438, loss_cls: 2.7327, loss: 2.7327, grad_norm: 5.7726 2020-07-25 12:53:09,830 - mmaction - INFO - Epoch [5][1680/3757] lr: 1.000e-02, eta: 8 days, 13:49:36, time: 1.947, data_time: 0.010, memory: 5170, top1_acc: 0.3820, top5_acc: 0.6367, loss_cls: 2.7502, loss: 2.7502, grad_norm: 5.8583 2020-07-25 12:53:46,737 - mmaction - INFO - Epoch [5][1700/3757] lr: 1.000e-02, eta: 8 days, 13:47:21, time: 1.844, data_time: 0.281, memory: 5170, top1_acc: 0.3734, top5_acc: 0.6344, loss_cls: 2.7996, loss: 2.7996, grad_norm: 5.8716 2020-07-25 12:54:25,084 - mmaction - INFO - Epoch [5][1720/3757] lr: 1.000e-02, eta: 8 days, 13:45:34, time: 1.912, data_time: 0.421, memory: 5170, top1_acc: 0.3711, top5_acc: 0.6445, loss_cls: 2.7922, loss: 2.7922, grad_norm: 5.8559 2020-07-25 12:55:04,769 - mmaction - INFO - Epoch [5][1740/3757] lr: 1.000e-02, eta: 8 days, 13:44:21, time: 1.989, data_time: 0.950, memory: 5170, top1_acc: 0.3797, top5_acc: 0.6328, loss_cls: 2.7334, loss: 2.7334, grad_norm: 5.7687 2020-07-25 12:55:45,985 - mmaction - INFO - Epoch [5][1760/3757] lr: 1.000e-02, eta: 8 days, 13:43:39, time: 2.062, data_time: 0.170, memory: 5170, top1_acc: 0.3734, top5_acc: 0.6375, loss_cls: 2.7840, loss: 2.7840, grad_norm: 5.7611 2020-07-25 12:56:21,759 - mmaction - INFO - Epoch [5][1780/3757] lr: 1.000e-02, eta: 8 days, 13:41:01, time: 1.789, data_time: 0.008, memory: 5170, top1_acc: 0.3758, top5_acc: 0.6617, loss_cls: 2.7161, loss: 2.7161, grad_norm: 5.5987 2020-07-25 12:57:04,898 - mmaction - INFO - Epoch [5][1800/3757] lr: 1.000e-02, eta: 8 days, 13:40:58, time: 2.154, data_time: 0.002, memory: 5170, top1_acc: 0.3656, top5_acc: 0.6414, loss_cls: 2.7748, loss: 2.7748, grad_norm: 5.6914 2020-07-25 12:57:39,779 - mmaction - INFO - Epoch [5][1820/3757] lr: 1.000e-02, eta: 8 days, 13:37:59, time: 1.740, data_time: 0.010, memory: 5170, top1_acc: 0.3867, top5_acc: 0.6391, loss_cls: 2.7435, loss: 2.7435, grad_norm: 5.6507 2020-07-25 12:58:16,812 - mmaction - INFO - Epoch [5][1840/3757] lr: 1.000e-02, eta: 8 days, 13:35:50, time: 1.858, data_time: 0.010, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6445, loss_cls: 2.6983, loss: 2.6983, grad_norm: 5.6992 2020-07-25 12:58:55,224 - mmaction - INFO - Epoch [5][1860/3757] lr: 1.000e-02, eta: 8 days, 13:34:06, time: 1.915, data_time: 0.012, memory: 5170, top1_acc: 0.3844, top5_acc: 0.6266, loss_cls: 2.8328, loss: 2.8328, grad_norm: 5.8374 2020-07-25 12:59:35,464 - mmaction - INFO - Epoch [5][1880/3757] lr: 1.000e-02, eta: 8 days, 13:33:06, time: 2.018, data_time: 0.012, memory: 5170, top1_acc: 0.3781, top5_acc: 0.6289, loss_cls: 2.7964, loss: 2.7964, grad_norm: 5.6436 2020-07-25 13:00:15,453 - mmaction - INFO - Epoch [5][1900/3757] lr: 1.000e-02, eta: 8 days, 13:31:54, time: 1.990, data_time: 0.009, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6539, loss_cls: 2.6688, loss: 2.6688, grad_norm: 5.6765 2020-07-25 13:00:51,574 - mmaction - INFO - Epoch [5][1920/3757] lr: 1.000e-02, eta: 8 days, 13:29:27, time: 1.812, data_time: 0.067, memory: 5170, top1_acc: 0.3828, top5_acc: 0.6430, loss_cls: 2.7362, loss: 2.7362, grad_norm: 5.6831 2020-07-25 13:01:28,814 - mmaction - INFO - Epoch [5][1940/3757] lr: 1.000e-02, eta: 8 days, 13:27:23, time: 1.866, data_time: 0.154, memory: 5170, top1_acc: 0.3797, top5_acc: 0.6312, loss_cls: 2.7794, loss: 2.7794, grad_norm: 5.6990 2020-07-25 13:02:09,564 - mmaction - INFO - Epoch [5][1960/3757] lr: 1.000e-02, eta: 8 days, 13:26:31, time: 2.036, data_time: 0.230, memory: 5170, top1_acc: 0.3891, top5_acc: 0.6414, loss_cls: 2.7366, loss: 2.7366, grad_norm: 5.6728 2020-07-25 13:02:50,735 - mmaction - INFO - Epoch [5][1980/3757] lr: 1.000e-02, eta: 8 days, 13:25:48, time: 2.059, data_time: 0.004, memory: 5170, top1_acc: 0.3773, top5_acc: 0.6336, loss_cls: 2.7735, loss: 2.7735, grad_norm: 5.7838 2020-07-25 13:03:30,633 - mmaction - INFO - Epoch [5][2000/3757] lr: 1.000e-02, eta: 8 days, 13:24:38, time: 1.993, data_time: 0.009, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6391, loss_cls: 2.8171, loss: 2.8171, grad_norm: 5.7137 2020-07-25 13:04:07,951 - mmaction - INFO - Epoch [5][2020/3757] lr: 1.000e-02, eta: 8 days, 13:22:36, time: 1.869, data_time: 0.009, memory: 5170, top1_acc: 0.3703, top5_acc: 0.6266, loss_cls: 2.7929, loss: 2.7929, grad_norm: 5.8364 2020-07-25 13:04:45,379 - mmaction - INFO - Epoch [5][2040/3757] lr: 1.000e-02, eta: 8 days, 13:20:35, time: 1.872, data_time: 0.003, memory: 5170, top1_acc: 0.3820, top5_acc: 0.6375, loss_cls: 2.8125, loss: 2.8125, grad_norm: 5.8137 2020-07-25 13:05:26,173 - mmaction - INFO - Epoch [5][2060/3757] lr: 1.000e-02, eta: 8 days, 13:19:42, time: 2.034, data_time: 0.017, memory: 5170, top1_acc: 0.3695, top5_acc: 0.6344, loss_cls: 2.8444, loss: 2.8444, grad_norm: 5.7237 2020-07-25 13:06:02,042 - mmaction - INFO - Epoch [5][2080/3757] lr: 1.000e-02, eta: 8 days, 13:17:11, time: 1.798, data_time: 0.083, memory: 5170, top1_acc: 0.3930, top5_acc: 0.6281, loss_cls: 2.7768, loss: 2.7768, grad_norm: 5.6723 2020-07-25 13:06:43,350 - mmaction - INFO - Epoch [5][2100/3757] lr: 1.000e-02, eta: 8 days, 13:16:30, time: 2.062, data_time: 1.315, memory: 5170, top1_acc: 0.3836, top5_acc: 0.6695, loss_cls: 2.6818, loss: 2.6818, grad_norm: 5.7968 2020-07-25 13:07:23,818 - mmaction - INFO - Epoch [5][2120/3757] lr: 1.000e-02, eta: 8 days, 13:15:35, time: 2.027, data_time: 0.903, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6680, loss_cls: 2.6304, loss: 2.6304, grad_norm: 5.7722 2020-07-25 13:08:02,120 - mmaction - INFO - Epoch [5][2140/3757] lr: 1.000e-02, eta: 8 days, 13:13:49, time: 1.907, data_time: 1.259, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6672, loss_cls: 2.6788, loss: 2.6788, grad_norm: 5.7758 2020-07-25 13:08:39,726 - mmaction - INFO - Epoch [5][2160/3757] lr: 1.000e-02, eta: 8 days, 13:11:55, time: 1.887, data_time: 1.195, memory: 5170, top1_acc: 0.3719, top5_acc: 0.6516, loss_cls: 2.8504, loss: 2.8504, grad_norm: 5.8387 2020-07-25 13:09:16,752 - mmaction - INFO - Epoch [5][2180/3757] lr: 1.000e-02, eta: 8 days, 13:09:46, time: 1.849, data_time: 0.555, memory: 5170, top1_acc: 0.3781, top5_acc: 0.6461, loss_cls: 2.7038, loss: 2.7038, grad_norm: 5.7725 2020-07-25 13:09:54,117 - mmaction - INFO - Epoch [5][2200/3757] lr: 1.000e-02, eta: 8 days, 13:07:45, time: 1.869, data_time: 0.549, memory: 5170, top1_acc: 0.3672, top5_acc: 0.6320, loss_cls: 2.7997, loss: 2.7997, grad_norm: 5.7376 2020-07-25 13:10:31,624 - mmaction - INFO - Epoch [5][2220/3757] lr: 1.000e-02, eta: 8 days, 13:05:48, time: 1.879, data_time: 0.009, memory: 5170, top1_acc: 0.3961, top5_acc: 0.6461, loss_cls: 2.7535, loss: 2.7535, grad_norm: 5.8016 2020-07-25 13:11:10,774 - mmaction - INFO - Epoch [5][2240/3757] lr: 1.000e-02, eta: 8 days, 13:04:22, time: 1.951, data_time: 0.009, memory: 5170, top1_acc: 0.3805, top5_acc: 0.6453, loss_cls: 2.7471, loss: 2.7471, grad_norm: 5.7775 2020-07-25 13:11:53,611 - mmaction - INFO - Epoch [5][2260/3757] lr: 1.000e-02, eta: 8 days, 13:04:18, time: 2.149, data_time: 0.053, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6625, loss_cls: 2.6863, loss: 2.6863, grad_norm: 5.8273 2020-07-25 13:12:30,778 - mmaction - INFO - Epoch [5][2280/3757] lr: 1.000e-02, eta: 8 days, 13:02:10, time: 1.850, data_time: 0.006, memory: 5170, top1_acc: 0.3992, top5_acc: 0.6445, loss_cls: 2.6540, loss: 2.6540, grad_norm: 5.6801 2020-07-25 13:13:08,941 - mmaction - INFO - Epoch [5][2300/3757] lr: 1.000e-02, eta: 8 days, 13:00:29, time: 1.914, data_time: 0.011, memory: 5170, top1_acc: 0.3828, top5_acc: 0.6531, loss_cls: 2.7280, loss: 2.7280, grad_norm: 5.8603 2020-07-25 13:13:49,951 - mmaction - INFO - Epoch [5][2320/3757] lr: 1.000e-02, eta: 8 days, 12:59:43, time: 2.049, data_time: 0.008, memory: 5170, top1_acc: 0.3961, top5_acc: 0.6570, loss_cls: 2.7051, loss: 2.7051, grad_norm: 5.7300 2020-07-25 13:14:30,360 - mmaction - INFO - Epoch [5][2340/3757] lr: 1.000e-02, eta: 8 days, 12:58:46, time: 2.022, data_time: 0.163, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6445, loss_cls: 2.7822, loss: 2.7822, grad_norm: 5.8971 2020-07-25 13:15:07,999 - mmaction - INFO - Epoch [5][2360/3757] lr: 1.000e-02, eta: 8 days, 12:56:52, time: 1.882, data_time: 0.017, memory: 5170, top1_acc: 0.3742, top5_acc: 0.6320, loss_cls: 2.7982, loss: 2.7982, grad_norm: 5.8640 2020-07-25 13:15:45,930 - mmaction - INFO - Epoch [5][2380/3757] lr: 1.000e-02, eta: 8 days, 12:55:05, time: 1.899, data_time: 0.018, memory: 5170, top1_acc: 0.3703, top5_acc: 0.6305, loss_cls: 2.7987, loss: 2.7987, grad_norm: 5.7800 2020-07-25 13:16:23,863 - mmaction - INFO - Epoch [5][2400/3757] lr: 1.000e-02, eta: 8 days, 12:53:14, time: 1.889, data_time: 0.008, memory: 5170, top1_acc: 0.3961, top5_acc: 0.6469, loss_cls: 2.7148, loss: 2.7148, grad_norm: 5.7060 2020-07-25 13:17:03,878 - mmaction - INFO - Epoch [5][2420/3757] lr: 1.000e-02, eta: 8 days, 12:52:12, time: 2.009, data_time: 0.010, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6570, loss_cls: 2.6856, loss: 2.6856, grad_norm: 5.8251 2020-07-25 13:17:45,253 - mmaction - INFO - Epoch [5][2440/3757] lr: 1.000e-02, eta: 8 days, 12:51:33, time: 2.064, data_time: 0.009, memory: 5170, top1_acc: 0.3953, top5_acc: 0.6453, loss_cls: 2.6717, loss: 2.6717, grad_norm: 5.8585 2020-07-25 13:18:24,998 - mmaction - INFO - Epoch [5][2460/3757] lr: 1.000e-02, eta: 8 days, 12:50:24, time: 1.991, data_time: 0.010, memory: 5170, top1_acc: 0.3883, top5_acc: 0.6469, loss_cls: 2.7091, loss: 2.7091, grad_norm: 5.7560 2020-07-25 13:19:05,446 - mmaction - INFO - Epoch [5][2480/3757] lr: 1.000e-02, eta: 8 days, 12:49:28, time: 2.023, data_time: 0.009, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6500, loss_cls: 2.7053, loss: 2.7053, grad_norm: 5.8634 2020-07-25 13:19:43,825 - mmaction - INFO - Epoch [5][2500/3757] lr: 1.000e-02, eta: 8 days, 12:47:49, time: 1.918, data_time: 0.003, memory: 5170, top1_acc: 0.3578, top5_acc: 0.6305, loss_cls: 2.7866, loss: 2.7866, grad_norm: 5.8899 2020-07-25 13:20:19,185 - mmaction - INFO - Epoch [5][2520/3757] lr: 1.000e-02, eta: 8 days, 12:45:08, time: 1.764, data_time: 0.012, memory: 5170, top1_acc: 0.3836, top5_acc: 0.6375, loss_cls: 2.7507, loss: 2.7507, grad_norm: 5.8637 2020-07-25 13:20:58,662 - mmaction - INFO - Epoch [5][2540/3757] lr: 1.000e-02, eta: 8 days, 12:43:54, time: 1.977, data_time: 0.010, memory: 5170, top1_acc: 0.3930, top5_acc: 0.6492, loss_cls: 2.7383, loss: 2.7383, grad_norm: 5.7832 2020-07-25 13:21:35,140 - mmaction - INFO - Epoch [5][2560/3757] lr: 1.000e-02, eta: 8 days, 12:41:37, time: 1.822, data_time: 0.015, memory: 5170, top1_acc: 0.3930, top5_acc: 0.6359, loss_cls: 2.7358, loss: 2.7358, grad_norm: 5.7858 2020-07-25 13:22:15,840 - mmaction - INFO - Epoch [5][2580/3757] lr: 1.000e-02, eta: 8 days, 12:40:46, time: 2.035, data_time: 0.015, memory: 5170, top1_acc: 0.3820, top5_acc: 0.6508, loss_cls: 2.6840, loss: 2.6840, grad_norm: 5.8672 2020-07-25 13:22:54,273 - mmaction - INFO - Epoch [5][2600/3757] lr: 1.000e-02, eta: 8 days, 12:39:11, time: 1.925, data_time: 0.009, memory: 5170, top1_acc: 0.3906, top5_acc: 0.6555, loss_cls: 2.7536, loss: 2.7536, grad_norm: 5.8473 2020-07-25 13:23:31,504 - mmaction - INFO - Epoch [5][2620/3757] lr: 1.000e-02, eta: 8 days, 12:37:09, time: 1.858, data_time: 0.009, memory: 5170, top1_acc: 0.3820, top5_acc: 0.6570, loss_cls: 2.7323, loss: 2.7323, grad_norm: 5.6332 2020-07-25 13:24:08,219 - mmaction - INFO - Epoch [5][2640/3757] lr: 1.000e-02, eta: 8 days, 12:34:59, time: 1.839, data_time: 0.009, memory: 5170, top1_acc: 0.3766, top5_acc: 0.6570, loss_cls: 2.7319, loss: 2.7319, grad_norm: 5.7405 2020-07-25 13:24:48,744 - mmaction - INFO - Epoch [5][2660/3757] lr: 1.000e-02, eta: 8 days, 12:34:06, time: 2.026, data_time: 0.004, memory: 5170, top1_acc: 0.3883, top5_acc: 0.6445, loss_cls: 2.7558, loss: 2.7558, grad_norm: 5.7635 2020-07-25 13:25:29,317 - mmaction - INFO - Epoch [5][2680/3757] lr: 1.000e-02, eta: 8 days, 12:33:10, time: 2.021, data_time: 0.009, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6648, loss_cls: 2.6461, loss: 2.6461, grad_norm: 5.6086 2020-07-25 13:26:08,098 - mmaction - INFO - Epoch [5][2700/3757] lr: 1.000e-02, eta: 8 days, 12:31:44, time: 1.947, data_time: 0.012, memory: 5170, top1_acc: 0.3984, top5_acc: 0.6578, loss_cls: 2.7625, loss: 2.7625, grad_norm: 5.8518 2020-07-25 13:26:50,155 - mmaction - INFO - Epoch [5][2720/3757] lr: 1.000e-02, eta: 8 days, 12:31:22, time: 2.103, data_time: 0.009, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6359, loss_cls: 2.8130, loss: 2.8130, grad_norm: 5.8511 2020-07-25 13:27:25,084 - mmaction - INFO - Epoch [5][2740/3757] lr: 1.000e-02, eta: 8 days, 12:28:36, time: 1.747, data_time: 0.005, memory: 5170, top1_acc: 0.3852, top5_acc: 0.6523, loss_cls: 2.7007, loss: 2.7007, grad_norm: 5.8167 2020-07-25 13:28:03,372 - mmaction - INFO - Epoch [5][2760/3757] lr: 1.000e-02, eta: 8 days, 12:26:56, time: 1.912, data_time: 0.009, memory: 5170, top1_acc: 0.3578, top5_acc: 0.6336, loss_cls: 2.7745, loss: 2.7745, grad_norm: 5.8255 2020-07-25 13:28:42,700 - mmaction - INFO - Epoch [5][2780/3757] lr: 1.000e-02, eta: 8 days, 12:25:40, time: 1.970, data_time: 0.005, memory: 5170, top1_acc: 0.3828, top5_acc: 0.6422, loss_cls: 2.7901, loss: 2.7901, grad_norm: 5.6810 2020-07-25 13:29:22,182 - mmaction - INFO - Epoch [5][2800/3757] lr: 1.000e-02, eta: 8 days, 12:24:24, time: 1.968, data_time: 0.007, memory: 5170, top1_acc: 0.4023, top5_acc: 0.6578, loss_cls: 2.6689, loss: 2.6689, grad_norm: 5.5920 2020-07-25 13:30:01,462 - mmaction - INFO - Epoch [5][2820/3757] lr: 1.000e-02, eta: 8 days, 12:23:08, time: 1.969, data_time: 0.009, memory: 5170, top1_acc: 0.3859, top5_acc: 0.6516, loss_cls: 2.7044, loss: 2.7044, grad_norm: 5.6721 2020-07-25 13:30:38,741 - mmaction - INFO - Epoch [5][2840/3757] lr: 1.000e-02, eta: 8 days, 12:21:08, time: 1.861, data_time: 0.009, memory: 5170, top1_acc: 0.4008, top5_acc: 0.6438, loss_cls: 2.7066, loss: 2.7066, grad_norm: 5.5980 2020-07-25 13:31:21,135 - mmaction - INFO - Epoch [5][2860/3757] lr: 1.000e-02, eta: 8 days, 12:20:54, time: 2.124, data_time: 0.009, memory: 5170, top1_acc: 0.3906, top5_acc: 0.6641, loss_cls: 2.6702, loss: 2.6702, grad_norm: 5.5280 2020-07-25 13:31:59,512 - mmaction - INFO - Epoch [5][2880/3757] lr: 1.000e-02, eta: 8 days, 12:19:15, time: 1.909, data_time: 0.007, memory: 5170, top1_acc: 0.4070, top5_acc: 0.6477, loss_cls: 2.7275, loss: 2.7275, grad_norm: 5.6402 2020-07-25 13:32:43,371 - mmaction - INFO - Epoch [5][2900/3757] lr: 1.000e-02, eta: 8 days, 12:19:30, time: 2.197, data_time: 0.012, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6461, loss_cls: 2.7162, loss: 2.7162, grad_norm: 5.7940 2020-07-25 13:33:24,042 - mmaction - INFO - Epoch [5][2920/3757] lr: 1.000e-02, eta: 8 days, 12:18:41, time: 2.038, data_time: 0.008, memory: 5170, top1_acc: 0.4055, top5_acc: 0.6414, loss_cls: 2.7915, loss: 2.7915, grad_norm: 5.6250 2020-07-25 13:34:04,156 - mmaction - INFO - Epoch [5][2940/3757] lr: 1.000e-02, eta: 8 days, 12:17:41, time: 2.007, data_time: 0.005, memory: 5170, top1_acc: 0.3781, top5_acc: 0.6625, loss_cls: 2.6786, loss: 2.6786, grad_norm: 5.6498 2020-07-25 13:34:42,681 - mmaction - INFO - Epoch [5][2960/3757] lr: 1.000e-02, eta: 8 days, 12:16:08, time: 1.926, data_time: 0.002, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6398, loss_cls: 2.7777, loss: 2.7777, grad_norm: 5.7272 2020-07-25 13:35:19,136 - mmaction - INFO - Epoch [5][2980/3757] lr: 1.000e-02, eta: 8 days, 12:13:51, time: 1.812, data_time: 0.067, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6281, loss_cls: 2.8466, loss: 2.8466, grad_norm: 5.6992 2020-07-25 13:36:00,377 - mmaction - INFO - Epoch [5][3000/3757] lr: 1.000e-02, eta: 8 days, 12:13:16, time: 2.072, data_time: 0.028, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6453, loss_cls: 2.7290, loss: 2.7290, grad_norm: 5.4144 2020-07-25 13:36:38,722 - mmaction - INFO - Epoch [5][3020/3757] lr: 1.000e-02, eta: 8 days, 12:11:39, time: 1.914, data_time: 0.097, memory: 5170, top1_acc: 0.3984, top5_acc: 0.6547, loss_cls: 2.6866, loss: 2.6866, grad_norm: 5.6306 2020-07-25 13:37:16,505 - mmaction - INFO - Epoch [5][3040/3757] lr: 1.000e-02, eta: 8 days, 12:09:53, time: 1.892, data_time: 0.619, memory: 5170, top1_acc: 0.3867, top5_acc: 0.6602, loss_cls: 2.6620, loss: 2.6620, grad_norm: 5.5279 2020-07-25 13:37:53,347 - mmaction - INFO - Epoch [5][3060/3757] lr: 1.000e-02, eta: 8 days, 12:07:47, time: 1.839, data_time: 0.018, memory: 5170, top1_acc: 0.3953, top5_acc: 0.6492, loss_cls: 2.7412, loss: 2.7412, grad_norm: 5.5391 2020-07-25 13:38:35,181 - mmaction - INFO - Epoch [5][3080/3757] lr: 1.000e-02, eta: 8 days, 12:07:21, time: 2.094, data_time: 0.046, memory: 5170, top1_acc: 0.3797, top5_acc: 0.6359, loss_cls: 2.7329, loss: 2.7329, grad_norm: 5.5395 2020-07-25 13:39:12,910 - mmaction - INFO - Epoch [5][3100/3757] lr: 1.000e-02, eta: 8 days, 12:05:31, time: 1.881, data_time: 0.009, memory: 5170, top1_acc: 0.3984, top5_acc: 0.6422, loss_cls: 2.6818, loss: 2.6818, grad_norm: 5.7128 2020-07-25 13:39:52,518 - mmaction - INFO - Epoch [5][3120/3757] lr: 1.000e-02, eta: 8 days, 12:04:22, time: 1.984, data_time: 0.010, memory: 5170, top1_acc: 0.4172, top5_acc: 0.6781, loss_cls: 2.6306, loss: 2.6306, grad_norm: 5.6511 2020-07-25 13:40:32,251 - mmaction - INFO - Epoch [5][3140/3757] lr: 1.000e-02, eta: 8 days, 12:03:14, time: 1.985, data_time: 0.110, memory: 5170, top1_acc: 0.3844, top5_acc: 0.6391, loss_cls: 2.7061, loss: 2.7061, grad_norm: 5.7961 2020-07-25 13:41:12,460 - mmaction - INFO - Epoch [5][3160/3757] lr: 1.000e-02, eta: 8 days, 12:02:16, time: 2.012, data_time: 0.397, memory: 5170, top1_acc: 0.3945, top5_acc: 0.6602, loss_cls: 2.6890, loss: 2.6890, grad_norm: 5.7879 2020-07-25 13:41:52,009 - mmaction - INFO - Epoch [5][3180/3757] lr: 1.000e-02, eta: 8 days, 12:01:02, time: 1.970, data_time: 0.693, memory: 5170, top1_acc: 0.3930, top5_acc: 0.6391, loss_cls: 2.7600, loss: 2.7600, grad_norm: 5.5770 2020-07-25 13:42:30,325 - mmaction - INFO - Epoch [5][3200/3757] lr: 1.000e-02, eta: 8 days, 11:59:29, time: 1.922, data_time: 0.138, memory: 5170, top1_acc: 0.3711, top5_acc: 0.6336, loss_cls: 2.7605, loss: 2.7605, grad_norm: 5.7569 2020-07-25 13:43:12,616 - mmaction - INFO - Epoch [5][3220/3757] lr: 1.000e-02, eta: 8 days, 11:59:12, time: 2.117, data_time: 0.004, memory: 5170, top1_acc: 0.3727, top5_acc: 0.6391, loss_cls: 2.7729, loss: 2.7729, grad_norm: 5.8510 2020-07-25 13:43:51,416 - mmaction - INFO - Epoch [5][3240/3757] lr: 1.000e-02, eta: 8 days, 11:57:46, time: 1.940, data_time: 0.005, memory: 5170, top1_acc: 0.3797, top5_acc: 0.6453, loss_cls: 2.7074, loss: 2.7074, grad_norm: 5.7544 2020-07-25 13:44:27,904 - mmaction - INFO - Epoch [5][3260/3757] lr: 1.000e-02, eta: 8 days, 11:55:33, time: 1.818, data_time: 0.007, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6547, loss_cls: 2.6984, loss: 2.6984, grad_norm: 5.7765 2020-07-25 13:45:09,030 - mmaction - INFO - Epoch [5][3280/3757] lr: 1.000e-02, eta: 8 days, 11:54:54, time: 2.061, data_time: 0.010, memory: 5170, top1_acc: 0.3852, top5_acc: 0.6609, loss_cls: 2.7215, loss: 2.7215, grad_norm: 5.8031 2020-07-25 13:45:48,144 - mmaction - INFO - Epoch [5][3300/3757] lr: 1.000e-02, eta: 8 days, 11:53:36, time: 1.958, data_time: 0.005, memory: 5170, top1_acc: 0.3891, top5_acc: 0.6500, loss_cls: 2.7317, loss: 2.7317, grad_norm: 5.7260 2020-07-25 13:46:29,550 - mmaction - INFO - Epoch [5][3320/3757] lr: 1.000e-02, eta: 8 days, 11:53:00, time: 2.068, data_time: 0.009, memory: 5170, top1_acc: 0.4039, top5_acc: 0.6547, loss_cls: 2.7049, loss: 2.7049, grad_norm: 5.5264 2020-07-25 13:47:04,363 - mmaction - INFO - Epoch [5][3340/3757] lr: 1.000e-02, eta: 8 days, 11:50:17, time: 1.741, data_time: 0.015, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6609, loss_cls: 2.6842, loss: 2.6842, grad_norm: 5.6887 2020-07-25 13:47:46,129 - mmaction - INFO - Epoch [5][3360/3757] lr: 1.000e-02, eta: 8 days, 11:49:51, time: 2.091, data_time: 0.227, memory: 5170, top1_acc: 0.3883, top5_acc: 0.6328, loss_cls: 2.7411, loss: 2.7411, grad_norm: 5.8247 2020-07-25 13:48:20,951 - mmaction - INFO - Epoch [5][3380/3757] lr: 1.000e-02, eta: 8 days, 11:47:06, time: 1.734, data_time: 0.244, memory: 5170, top1_acc: 0.3867, top5_acc: 0.6477, loss_cls: 2.7435, loss: 2.7435, grad_norm: 5.6984 2020-07-25 13:49:02,345 - mmaction - INFO - Epoch [5][3400/3757] lr: 1.000e-02, eta: 8 days, 11:46:34, time: 2.077, data_time: 0.374, memory: 5170, top1_acc: 0.3961, top5_acc: 0.6523, loss_cls: 2.6723, loss: 2.6723, grad_norm: 5.7086 2020-07-25 13:49:38,748 - mmaction - INFO - Epoch [5][3420/3757] lr: 1.000e-02, eta: 8 days, 11:44:19, time: 1.812, data_time: 0.007, memory: 5170, top1_acc: 0.3891, top5_acc: 0.6562, loss_cls: 2.6615, loss: 2.6615, grad_norm: 5.6012 2020-07-25 13:50:18,906 - mmaction - INFO - Epoch [5][3440/3757] lr: 1.000e-02, eta: 8 days, 11:43:22, time: 2.012, data_time: 0.179, memory: 5170, top1_acc: 0.4164, top5_acc: 0.6547, loss_cls: 2.6417, loss: 2.6417, grad_norm: 5.5357 2020-07-25 13:50:57,179 - mmaction - INFO - Epoch [5][3460/3757] lr: 1.000e-02, eta: 8 days, 11:41:46, time: 1.909, data_time: 1.185, memory: 5170, top1_acc: 0.3742, top5_acc: 0.6461, loss_cls: 2.7354, loss: 2.7354, grad_norm: 5.7247 2020-07-25 13:51:39,374 - mmaction - INFO - Epoch [5][3480/3757] lr: 1.000e-02, eta: 8 days, 11:41:30, time: 2.118, data_time: 0.657, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6367, loss_cls: 2.7031, loss: 2.7031, grad_norm: 5.7088 2020-07-25 13:52:16,791 - mmaction - INFO - Epoch [5][3500/3757] lr: 1.000e-02, eta: 8 days, 11:39:36, time: 1.864, data_time: 0.205, memory: 5170, top1_acc: 0.3719, top5_acc: 0.6344, loss_cls: 2.7704, loss: 2.7704, grad_norm: 5.7652 2020-07-25 13:52:58,471 - mmaction - INFO - Epoch [5][3520/3757] lr: 1.000e-02, eta: 8 days, 11:39:06, time: 2.082, data_time: 0.900, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6758, loss_cls: 2.5854, loss: 2.5854, grad_norm: 5.6496 2020-07-25 13:53:39,353 - mmaction - INFO - Epoch [5][3540/3757] lr: 1.000e-02, eta: 8 days, 11:38:25, time: 2.052, data_time: 0.178, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6570, loss_cls: 2.6925, loss: 2.6925, grad_norm: 5.7497 2020-07-25 13:54:14,782 - mmaction - INFO - Epoch [5][3560/3757] lr: 1.000e-02, eta: 8 days, 11:35:53, time: 1.764, data_time: 0.004, memory: 5170, top1_acc: 0.3914, top5_acc: 0.6562, loss_cls: 2.6742, loss: 2.6742, grad_norm: 5.6573 2020-07-25 13:54:54,076 - mmaction - INFO - Epoch [5][3580/3757] lr: 1.000e-02, eta: 8 days, 11:34:41, time: 1.973, data_time: 0.028, memory: 5170, top1_acc: 0.4023, top5_acc: 0.6539, loss_cls: 2.6583, loss: 2.6583, grad_norm: 5.7026 2020-07-25 13:55:31,974 - mmaction - INFO - Epoch [5][3600/3757] lr: 1.000e-02, eta: 8 days, 11:32:56, time: 1.886, data_time: 0.009, memory: 5170, top1_acc: 0.3781, top5_acc: 0.6430, loss_cls: 2.7474, loss: 2.7474, grad_norm: 5.6321 2020-07-25 13:56:11,011 - mmaction - INFO - Epoch [5][3620/3757] lr: 1.000e-02, eta: 8 days, 11:31:39, time: 1.959, data_time: 0.012, memory: 5170, top1_acc: 0.3820, top5_acc: 0.6477, loss_cls: 2.6882, loss: 2.6882, grad_norm: 5.5268 2020-07-25 13:56:49,802 - mmaction - INFO - Epoch [5][3640/3757] lr: 1.000e-02, eta: 8 days, 11:30:16, time: 1.941, data_time: 0.173, memory: 5170, top1_acc: 0.3703, top5_acc: 0.6445, loss_cls: 2.7330, loss: 2.7330, grad_norm: 5.6912 2020-07-25 13:57:32,710 - mmaction - INFO - Epoch [5][3660/3757] lr: 1.000e-02, eta: 8 days, 11:30:09, time: 2.142, data_time: 0.015, memory: 5170, top1_acc: 0.3781, top5_acc: 0.6414, loss_cls: 2.7745, loss: 2.7745, grad_norm: 5.7965 2020-07-25 13:58:09,045 - mmaction - INFO - Epoch [5][3680/3757] lr: 1.000e-02, eta: 8 days, 11:27:58, time: 1.817, data_time: 0.018, memory: 5170, top1_acc: 0.3727, top5_acc: 0.6469, loss_cls: 2.7531, loss: 2.7531, grad_norm: 5.7113 2020-07-25 13:58:47,988 - mmaction - INFO - Epoch [5][3700/3757] lr: 1.000e-02, eta: 8 days, 11:26:36, time: 1.943, data_time: 0.043, memory: 5170, top1_acc: 0.4039, top5_acc: 0.6461, loss_cls: 2.6868, loss: 2.6868, grad_norm: 5.6758 2020-07-25 13:59:23,914 - mmaction - INFO - Epoch [5][3720/3757] lr: 1.000e-02, eta: 8 days, 11:24:20, time: 1.803, data_time: 0.373, memory: 5170, top1_acc: 0.3805, top5_acc: 0.6617, loss_cls: 2.6583, loss: 2.6583, grad_norm: 5.7621 2020-07-25 14:00:07,289 - mmaction - INFO - Epoch [5][3740/3757] lr: 1.000e-02, eta: 8 days, 11:24:19, time: 2.158, data_time: 0.033, memory: 5170, top1_acc: 0.4008, top5_acc: 0.6469, loss_cls: 2.7022, loss: 2.7022, grad_norm: 5.6595 2020-07-25 14:00:32,877 - mmaction - INFO - Saving checkpoint at 5 epochs 2020-07-25 14:01:27,596 - mmaction - INFO - Epoch [6][20/3757] lr: 1.000e-02, eta: 8 days, 11:15:52, time: 2.659, data_time: 1.450, memory: 5170, top1_acc: 0.3961, top5_acc: 0.6586, loss_cls: 2.7131, loss: 2.7131, grad_norm: 5.6601 2020-07-25 14:02:07,873 - mmaction - INFO - Epoch [6][40/3757] lr: 1.000e-02, eta: 8 days, 11:14:56, time: 2.012, data_time: 1.456, memory: 5170, top1_acc: 0.4047, top5_acc: 0.6641, loss_cls: 2.7217, loss: 2.7217, grad_norm: 5.6714 2020-07-25 14:02:48,454 - mmaction - INFO - Epoch [6][60/3757] lr: 1.000e-02, eta: 8 days, 11:14:05, time: 2.024, data_time: 1.441, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6602, loss_cls: 2.6854, loss: 2.6854, grad_norm: 5.4993 2020-07-25 14:03:24,752 - mmaction - INFO - Epoch [6][80/3757] lr: 1.000e-02, eta: 8 days, 11:11:59, time: 1.824, data_time: 0.987, memory: 5170, top1_acc: 0.4180, top5_acc: 0.6641, loss_cls: 2.5645, loss: 2.5645, grad_norm: 5.5531 2020-07-25 14:04:05,171 - mmaction - INFO - Epoch [6][100/3757] lr: 1.000e-02, eta: 8 days, 11:11:07, time: 2.021, data_time: 1.129, memory: 5170, top1_acc: 0.3945, top5_acc: 0.6438, loss_cls: 2.7159, loss: 2.7159, grad_norm: 5.6818 2020-07-25 14:04:45,880 - mmaction - INFO - Epoch [6][120/3757] lr: 1.000e-02, eta: 8 days, 11:10:20, time: 2.036, data_time: 1.445, memory: 5170, top1_acc: 0.3883, top5_acc: 0.6391, loss_cls: 2.6890, loss: 2.6890, grad_norm: 5.6402 2020-07-25 14:05:25,550 - mmaction - INFO - Epoch [6][140/3757] lr: 1.000e-02, eta: 8 days, 11:09:12, time: 1.978, data_time: 1.142, memory: 5170, top1_acc: 0.4031, top5_acc: 0.6555, loss_cls: 2.6538, loss: 2.6538, grad_norm: 5.7554 2020-07-25 14:06:03,653 - mmaction - INFO - Epoch [6][160/3757] lr: 1.000e-02, eta: 8 days, 11:07:36, time: 1.903, data_time: 0.284, memory: 5170, top1_acc: 0.3922, top5_acc: 0.6578, loss_cls: 2.7118, loss: 2.7118, grad_norm: 5.6457 2020-07-25 14:06:43,660 - mmaction - INFO - Epoch [6][180/3757] lr: 1.000e-02, eta: 8 days, 11:06:40, time: 2.009, data_time: 0.012, memory: 5170, top1_acc: 0.3844, top5_acc: 0.6516, loss_cls: 2.7313, loss: 2.7313, grad_norm: 5.7157 2020-07-25 14:07:22,961 - mmaction - INFO - Epoch [6][200/3757] lr: 1.000e-02, eta: 8 days, 11:05:27, time: 1.965, data_time: 0.002, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6883, loss_cls: 2.5067, loss: 2.5067, grad_norm: 5.7007 2020-07-25 14:08:00,558 - mmaction - INFO - Epoch [6][220/3757] lr: 1.000e-02, eta: 8 days, 11:03:40, time: 1.875, data_time: 0.007, memory: 5170, top1_acc: 0.4148, top5_acc: 0.6586, loss_cls: 2.6358, loss: 2.6358, grad_norm: 5.5973 2020-07-25 14:08:41,270 - mmaction - INFO - Epoch [6][240/3757] lr: 1.000e-02, eta: 8 days, 11:02:55, time: 2.039, data_time: 0.054, memory: 5170, top1_acc: 0.4016, top5_acc: 0.6758, loss_cls: 2.5698, loss: 2.5698, grad_norm: 5.6723 2020-07-25 14:09:20,951 - mmaction - INFO - Epoch [6][260/3757] lr: 1.000e-02, eta: 8 days, 11:01:49, time: 1.982, data_time: 0.992, memory: 5170, top1_acc: 0.3914, top5_acc: 0.6516, loss_cls: 2.7194, loss: 2.7194, grad_norm: 5.7699 2020-07-25 14:09:57,023 - mmaction - INFO - Epoch [6][280/3757] lr: 1.000e-02, eta: 8 days, 10:59:36, time: 1.803, data_time: 0.041, memory: 5170, top1_acc: 0.4180, top5_acc: 0.6656, loss_cls: 2.6514, loss: 2.6514, grad_norm: 5.5945 2020-07-25 14:10:39,545 - mmaction - INFO - Epoch [6][300/3757] lr: 1.000e-02, eta: 8 days, 10:59:24, time: 2.126, data_time: 0.575, memory: 5170, top1_acc: 0.3930, top5_acc: 0.6695, loss_cls: 2.6627, loss: 2.6627, grad_norm: 5.7341 2020-07-25 14:11:15,793 - mmaction - INFO - Epoch [6][320/3757] lr: 1.000e-02, eta: 8 days, 10:57:15, time: 1.815, data_time: 0.601, memory: 5170, top1_acc: 0.3945, top5_acc: 0.6484, loss_cls: 2.6641, loss: 2.6641, grad_norm: 5.5158 2020-07-25 14:11:54,708 - mmaction - INFO - Epoch [6][340/3757] lr: 1.000e-02, eta: 8 days, 10:55:54, time: 1.942, data_time: 0.722, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6711, loss_cls: 2.5810, loss: 2.5810, grad_norm: 5.4260 2020-07-25 14:12:37,482 - mmaction - INFO - Epoch [6][360/3757] lr: 1.000e-02, eta: 8 days, 10:55:47, time: 2.139, data_time: 0.008, memory: 5170, top1_acc: 0.4109, top5_acc: 0.6570, loss_cls: 2.6281, loss: 2.6281, grad_norm: 5.5701 2020-07-25 14:13:13,143 - mmaction - INFO - Epoch [6][380/3757] lr: 1.000e-02, eta: 8 days, 10:53:29, time: 1.788, data_time: 0.007, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6766, loss_cls: 2.5816, loss: 2.5816, grad_norm: 5.7479 2020-07-25 14:13:55,060 - mmaction - INFO - Epoch [6][400/3757] lr: 1.000e-02, eta: 8 days, 10:53:03, time: 2.089, data_time: 0.008, memory: 5170, top1_acc: 0.4047, top5_acc: 0.6602, loss_cls: 2.5990, loss: 2.5990, grad_norm: 5.7378 2020-07-25 14:14:33,388 - mmaction - INFO - Epoch [6][420/3757] lr: 1.000e-02, eta: 8 days, 10:51:33, time: 1.916, data_time: 0.012, memory: 5170, top1_acc: 0.4008, top5_acc: 0.6562, loss_cls: 2.6792, loss: 2.6792, grad_norm: 5.7264 2020-07-25 14:15:12,125 - mmaction - INFO - Epoch [6][440/3757] lr: 1.000e-02, eta: 8 days, 10:50:10, time: 1.936, data_time: 0.009, memory: 5170, top1_acc: 0.4109, top5_acc: 0.6844, loss_cls: 2.5841, loss: 2.5841, grad_norm: 5.6314 2020-07-25 14:15:51,897 - mmaction - INFO - Epoch [6][460/3757] lr: 1.000e-02, eta: 8 days, 10:49:09, time: 1.995, data_time: 0.024, memory: 5170, top1_acc: 0.3953, top5_acc: 0.6508, loss_cls: 2.7098, loss: 2.7098, grad_norm: 5.7012 2020-07-25 14:16:29,509 - mmaction - INFO - Epoch [6][480/3757] lr: 1.000e-02, eta: 8 days, 10:47:27, time: 1.881, data_time: 0.344, memory: 5170, top1_acc: 0.3914, top5_acc: 0.6312, loss_cls: 2.7336, loss: 2.7336, grad_norm: 5.6619 2020-07-25 14:17:10,596 - mmaction - INFO - Epoch [6][500/3757] lr: 1.000e-02, eta: 8 days, 10:46:46, time: 2.048, data_time: 1.073, memory: 5170, top1_acc: 0.3852, top5_acc: 0.6641, loss_cls: 2.6624, loss: 2.6624, grad_norm: 5.5649 2020-07-25 14:17:51,971 - mmaction - INFO - Epoch [6][520/3757] lr: 1.000e-02, eta: 8 days, 10:46:14, time: 2.073, data_time: 1.379, memory: 5170, top1_acc: 0.3992, top5_acc: 0.6547, loss_cls: 2.7414, loss: 2.7414, grad_norm: 5.8001 2020-07-25 14:18:28,347 - mmaction - INFO - Epoch [6][540/3757] lr: 1.000e-02, eta: 8 days, 10:44:08, time: 1.817, data_time: 1.231, memory: 5170, top1_acc: 0.3859, top5_acc: 0.6453, loss_cls: 2.7194, loss: 2.7194, grad_norm: 5.7046 2020-07-25 14:19:07,476 - mmaction - INFO - Epoch [6][560/3757] lr: 1.000e-02, eta: 8 days, 10:42:54, time: 1.960, data_time: 0.832, memory: 5170, top1_acc: 0.3922, top5_acc: 0.6539, loss_cls: 2.6931, loss: 2.6931, grad_norm: 5.7333 2020-07-25 14:19:46,140 - mmaction - INFO - Epoch [6][580/3757] lr: 1.000e-02, eta: 8 days, 10:41:28, time: 1.925, data_time: 0.033, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6906, loss_cls: 2.5127, loss: 2.5127, grad_norm: 5.6221 2020-07-25 14:20:23,540 - mmaction - INFO - Epoch [6][600/3757] lr: 1.000e-02, eta: 8 days, 10:39:43, time: 1.874, data_time: 0.071, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6594, loss_cls: 2.6734, loss: 2.6734, grad_norm: 5.7605 2020-07-25 14:21:00,343 - mmaction - INFO - Epoch [6][620/3757] lr: 1.000e-02, eta: 8 days, 10:37:44, time: 1.836, data_time: 0.442, memory: 5170, top1_acc: 0.3898, top5_acc: 0.6539, loss_cls: 2.7409, loss: 2.7409, grad_norm: 5.6941 2020-07-25 14:21:41,810 - mmaction - INFO - Epoch [6][640/3757] lr: 1.000e-02, eta: 8 days, 10:37:15, time: 2.080, data_time: 1.234, memory: 5170, top1_acc: 0.3914, top5_acc: 0.6438, loss_cls: 2.7367, loss: 2.7367, grad_norm: 5.8207 2020-07-25 14:22:19,157 - mmaction - INFO - Epoch [6][660/3757] lr: 1.000e-02, eta: 8 days, 10:35:26, time: 1.861, data_time: 0.395, memory: 5170, top1_acc: 0.4437, top5_acc: 0.6617, loss_cls: 2.6256, loss: 2.6256, grad_norm: 5.5705 2020-07-25 14:22:59,139 - mmaction - INFO - Epoch [6][680/3757] lr: 1.000e-02, eta: 8 days, 10:34:28, time: 2.001, data_time: 0.887, memory: 5170, top1_acc: 0.3914, top5_acc: 0.6594, loss_cls: 2.7090, loss: 2.7090, grad_norm: 5.7148 2020-07-25 14:23:35,484 - mmaction - INFO - Epoch [6][700/3757] lr: 1.000e-02, eta: 8 days, 10:32:25, time: 1.821, data_time: 0.013, memory: 5170, top1_acc: 0.4039, top5_acc: 0.6813, loss_cls: 2.6052, loss: 2.6052, grad_norm: 5.7507 2020-07-25 14:24:15,893 - mmaction - INFO - Epoch [6][720/3757] lr: 1.000e-02, eta: 8 days, 10:31:33, time: 2.018, data_time: 0.237, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6711, loss_cls: 2.5965, loss: 2.5965, grad_norm: 5.7769 2020-07-25 14:24:55,844 - mmaction - INFO - Epoch [6][740/3757] lr: 1.000e-02, eta: 8 days, 10:30:36, time: 2.001, data_time: 0.009, memory: 5170, top1_acc: 0.3930, top5_acc: 0.6727, loss_cls: 2.5774, loss: 2.5774, grad_norm: 5.6430 2020-07-25 14:25:34,148 - mmaction - INFO - Epoch [6][760/3757] lr: 1.000e-02, eta: 8 days, 10:29:07, time: 1.916, data_time: 0.739, memory: 5170, top1_acc: 0.3953, top5_acc: 0.6430, loss_cls: 2.6996, loss: 2.6996, grad_norm: 5.7623 2020-07-25 14:26:15,789 - mmaction - INFO - Epoch [6][780/3757] lr: 1.000e-02, eta: 8 days, 10:28:39, time: 2.082, data_time: 0.020, memory: 5170, top1_acc: 0.4039, top5_acc: 0.6523, loss_cls: 2.6542, loss: 2.6542, grad_norm: 5.6670 2020-07-25 14:26:54,315 - mmaction - INFO - Epoch [6][800/3757] lr: 1.000e-02, eta: 8 days, 10:27:14, time: 1.927, data_time: 0.233, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6859, loss_cls: 2.5391, loss: 2.5391, grad_norm: 5.6948 2020-07-25 14:27:30,731 - mmaction - INFO - Epoch [6][820/3757] lr: 1.000e-02, eta: 8 days, 10:25:10, time: 1.816, data_time: 0.248, memory: 5170, top1_acc: 0.4055, top5_acc: 0.6555, loss_cls: 2.6532, loss: 2.6532, grad_norm: 5.7622 2020-07-25 14:28:10,429 - mmaction - INFO - Epoch [6][840/3757] lr: 1.000e-02, eta: 8 days, 10:24:08, time: 1.989, data_time: 0.100, memory: 5170, top1_acc: 0.3992, top5_acc: 0.6695, loss_cls: 2.6376, loss: 2.6376, grad_norm: 5.6543 2020-07-25 14:28:46,909 - mmaction - INFO - Epoch [6][860/3757] lr: 1.000e-02, eta: 8 days, 10:22:05, time: 1.820, data_time: 0.013, memory: 5170, top1_acc: 0.3828, top5_acc: 0.6461, loss_cls: 2.7260, loss: 2.7260, grad_norm: 5.7047 2020-07-25 14:29:22,906 - mmaction - INFO - Epoch [6][880/3757] lr: 1.000e-02, eta: 8 days, 10:19:57, time: 1.805, data_time: 0.010, memory: 5170, top1_acc: 0.3883, top5_acc: 0.6641, loss_cls: 2.6576, loss: 2.6576, grad_norm: 5.6654 2020-07-25 14:30:04,074 - mmaction - INFO - Epoch [6][900/3757] lr: 1.000e-02, eta: 8 days, 10:19:17, time: 2.049, data_time: 0.211, memory: 5170, top1_acc: 0.4016, top5_acc: 0.6586, loss_cls: 2.6430, loss: 2.6430, grad_norm: 5.7979 2020-07-25 14:30:44,108 - mmaction - INFO - Epoch [6][920/3757] lr: 1.000e-02, eta: 8 days, 10:18:24, time: 2.011, data_time: 0.107, memory: 5170, top1_acc: 0.3852, top5_acc: 0.6594, loss_cls: 2.6455, loss: 2.6455, grad_norm: 5.7915 2020-07-25 14:31:24,518 - mmaction - INFO - Epoch [6][940/3757] lr: 1.000e-02, eta: 8 days, 10:17:31, time: 2.014, data_time: 0.008, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6492, loss_cls: 2.7404, loss: 2.7404, grad_norm: 5.9064 2020-07-25 14:31:58,573 - mmaction - INFO - Epoch [6][960/3757] lr: 1.000e-02, eta: 8 days, 10:14:47, time: 1.703, data_time: 0.225, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6609, loss_cls: 2.6667, loss: 2.6667, grad_norm: 5.7100 2020-07-25 14:32:37,223 - mmaction - INFO - Epoch [6][980/3757] lr: 1.000e-02, eta: 8 days, 10:13:27, time: 1.937, data_time: 0.962, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6758, loss_cls: 2.5468, loss: 2.5468, grad_norm: 5.5725 2020-07-25 14:33:17,780 - mmaction - INFO - Epoch [6][1000/3757] lr: 1.000e-02, eta: 8 days, 10:12:38, time: 2.022, data_time: 1.118, memory: 5170, top1_acc: 0.3922, top5_acc: 0.6539, loss_cls: 2.6609, loss: 2.6609, grad_norm: 5.6873 2020-07-25 14:33:54,402 - mmaction - INFO - Epoch [6][1020/3757] lr: 1.000e-02, eta: 8 days, 10:10:42, time: 1.837, data_time: 0.948, memory: 5170, top1_acc: 0.3992, top5_acc: 0.6555, loss_cls: 2.6970, loss: 2.6970, grad_norm: 5.9662 2020-07-25 14:34:36,111 - mmaction - INFO - Epoch [6][1040/3757] lr: 1.000e-02, eta: 8 days, 10:10:15, time: 2.084, data_time: 1.497, memory: 5170, top1_acc: 0.4031, top5_acc: 0.6664, loss_cls: 2.6500, loss: 2.6500, grad_norm: 5.8198 2020-07-25 14:35:14,279 - mmaction - INFO - Epoch [6][1060/3757] lr: 1.000e-02, eta: 8 days, 10:08:44, time: 1.906, data_time: 1.009, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6562, loss_cls: 2.6756, loss: 2.6756, grad_norm: 5.7832 2020-07-25 14:35:54,195 - mmaction - INFO - Epoch [6][1080/3757] lr: 1.000e-02, eta: 8 days, 10:07:47, time: 2.000, data_time: 1.313, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6406, loss_cls: 2.7685, loss: 2.7685, grad_norm: 5.7495 2020-07-25 14:36:36,328 - mmaction - INFO - Epoch [6][1100/3757] lr: 1.000e-02, eta: 8 days, 10:07:28, time: 2.104, data_time: 0.971, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6625, loss_cls: 2.6529, loss: 2.6529, grad_norm: 5.7695 2020-07-25 14:37:15,705 - mmaction - INFO - Epoch [6][1120/3757] lr: 1.000e-02, eta: 8 days, 10:06:18, time: 1.964, data_time: 0.072, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6766, loss_cls: 2.5753, loss: 2.5753, grad_norm: 5.5694 2020-07-25 14:37:53,181 - mmaction - INFO - Epoch [6][1140/3757] lr: 1.000e-02, eta: 8 days, 10:04:38, time: 1.879, data_time: 0.020, memory: 5170, top1_acc: 0.4047, top5_acc: 0.6641, loss_cls: 2.6635, loss: 2.6635, grad_norm: 5.5726 2020-07-25 14:38:33,177 - mmaction - INFO - Epoch [6][1160/3757] lr: 1.000e-02, eta: 8 days, 10:03:40, time: 1.996, data_time: 0.003, memory: 5170, top1_acc: 0.4031, top5_acc: 0.6555, loss_cls: 2.6832, loss: 2.6832, grad_norm: 5.6147 2020-07-25 14:39:12,180 - mmaction - INFO - Epoch [6][1180/3757] lr: 1.000e-02, eta: 8 days, 10:02:27, time: 1.955, data_time: 0.007, memory: 5170, top1_acc: 0.3992, top5_acc: 0.6547, loss_cls: 2.6681, loss: 2.6681, grad_norm: 5.5779 2020-07-25 14:39:50,652 - mmaction - INFO - Epoch [6][1200/3757] lr: 1.000e-02, eta: 8 days, 10:01:00, time: 1.917, data_time: 0.009, memory: 5170, top1_acc: 0.3945, top5_acc: 0.6586, loss_cls: 2.6397, loss: 2.6397, grad_norm: 5.6861 2020-07-25 14:40:28,538 - mmaction - INFO - Epoch [6][1220/3757] lr: 1.000e-02, eta: 8 days, 9:59:27, time: 1.897, data_time: 0.013, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6891, loss_cls: 2.5009, loss: 2.5009, grad_norm: 5.4886 2020-07-25 14:41:09,098 - mmaction - INFO - Epoch [6][1240/3757] lr: 1.000e-02, eta: 8 days, 9:58:40, time: 2.028, data_time: 0.039, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6617, loss_cls: 2.6803, loss: 2.6803, grad_norm: 5.6690 2020-07-25 14:41:44,834 - mmaction - INFO - Epoch [6][1260/3757] lr: 1.000e-02, eta: 8 days, 9:56:29, time: 1.790, data_time: 0.010, memory: 5170, top1_acc: 0.4031, top5_acc: 0.6625, loss_cls: 2.6440, loss: 2.6440, grad_norm: 5.6541 2020-07-25 14:42:27,115 - mmaction - INFO - Epoch [6][1280/3757] lr: 1.000e-02, eta: 8 days, 9:56:13, time: 2.114, data_time: 0.038, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6500, loss_cls: 2.6619, loss: 2.6619, grad_norm: 5.5893 2020-07-25 14:43:01,145 - mmaction - INFO - Epoch [6][1300/3757] lr: 1.000e-02, eta: 8 days, 9:53:29, time: 1.697, data_time: 0.004, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6633, loss_cls: 2.5933, loss: 2.5933, grad_norm: 5.4683 2020-07-25 14:43:41,301 - mmaction - INFO - Epoch [6][1320/3757] lr: 1.000e-02, eta: 8 days, 9:52:35, time: 2.005, data_time: 0.013, memory: 5170, top1_acc: 0.3883, top5_acc: 0.6469, loss_cls: 2.6995, loss: 2.6995, grad_norm: 5.7044 2020-07-25 14:44:21,735 - mmaction - INFO - Epoch [6][1340/3757] lr: 1.000e-02, eta: 8 days, 9:51:48, time: 2.027, data_time: 0.064, memory: 5170, top1_acc: 0.3859, top5_acc: 0.6625, loss_cls: 2.6842, loss: 2.6842, grad_norm: 5.7181 2020-07-25 14:45:02,180 - mmaction - INFO - Epoch [6][1360/3757] lr: 1.000e-02, eta: 8 days, 9:51:00, time: 2.022, data_time: 0.118, memory: 5170, top1_acc: 0.3891, top5_acc: 0.6719, loss_cls: 2.6692, loss: 2.6692, grad_norm: 5.6889 2020-07-25 14:45:40,830 - mmaction - INFO - Epoch [6][1380/3757] lr: 1.000e-02, eta: 8 days, 9:49:40, time: 1.933, data_time: 0.005, memory: 5170, top1_acc: 0.3828, top5_acc: 0.6453, loss_cls: 2.7622, loss: 2.7622, grad_norm: 5.6472 2020-07-25 14:46:20,447 - mmaction - INFO - Epoch [6][1400/3757] lr: 1.000e-02, eta: 8 days, 9:48:36, time: 1.981, data_time: 0.010, memory: 5170, top1_acc: 0.3797, top5_acc: 0.6484, loss_cls: 2.7212, loss: 2.7212, grad_norm: 5.8308 2020-07-25 14:46:56,577 - mmaction - INFO - Epoch [6][1420/3757] lr: 1.000e-02, eta: 8 days, 9:46:33, time: 1.808, data_time: 0.004, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6414, loss_cls: 2.7060, loss: 2.7060, grad_norm: 5.7927 2020-07-25 14:47:34,613 - mmaction - INFO - Epoch [6][1440/3757] lr: 1.000e-02, eta: 8 days, 9:45:00, time: 1.896, data_time: 0.148, memory: 5170, top1_acc: 0.4148, top5_acc: 0.6664, loss_cls: 2.6633, loss: 2.6633, grad_norm: 5.7594 2020-07-25 14:48:17,643 - mmaction - INFO - Epoch [6][1460/3757] lr: 1.000e-02, eta: 8 days, 9:44:59, time: 2.157, data_time: 0.911, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6547, loss_cls: 2.7122, loss: 2.7122, grad_norm: 5.7770 2020-07-25 14:48:52,694 - mmaction - INFO - Epoch [6][1480/3757] lr: 1.000e-02, eta: 8 days, 9:42:36, time: 1.751, data_time: 0.883, memory: 5170, top1_acc: 0.4023, top5_acc: 0.6500, loss_cls: 2.6567, loss: 2.6567, grad_norm: 5.4859 2020-07-25 14:49:31,068 - mmaction - INFO - Epoch [6][1500/3757] lr: 1.000e-02, eta: 8 days, 9:41:12, time: 1.919, data_time: 0.375, memory: 5170, top1_acc: 0.3992, top5_acc: 0.6680, loss_cls: 2.6414, loss: 2.6414, grad_norm: 5.5453 2020-07-25 14:50:10,042 - mmaction - INFO - Epoch [6][1520/3757] lr: 1.000e-02, eta: 8 days, 9:39:58, time: 1.948, data_time: 0.872, memory: 5170, top1_acc: 0.4172, top5_acc: 0.6656, loss_cls: 2.6283, loss: 2.6283, grad_norm: 5.5276 2020-07-25 14:50:49,237 - mmaction - INFO - Epoch [6][1540/3757] lr: 1.000e-02, eta: 8 days, 9:38:48, time: 1.960, data_time: 0.986, memory: 5170, top1_acc: 0.3898, top5_acc: 0.6484, loss_cls: 2.7019, loss: 2.7019, grad_norm: 5.7086 2020-07-25 14:51:30,908 - mmaction - INFO - Epoch [6][1560/3757] lr: 1.000e-02, eta: 8 days, 9:38:22, time: 2.084, data_time: 1.274, memory: 5170, top1_acc: 0.3766, top5_acc: 0.6461, loss_cls: 2.6879, loss: 2.6879, grad_norm: 5.6758 2020-07-25 14:52:10,371 - mmaction - INFO - Epoch [6][1580/3757] lr: 1.000e-02, eta: 8 days, 9:37:15, time: 1.969, data_time: 1.392, memory: 5170, top1_acc: 0.3937, top5_acc: 0.6641, loss_cls: 2.6742, loss: 2.6742, grad_norm: 5.5359 2020-07-25 14:52:50,602 - mmaction - INFO - Epoch [6][1600/3757] lr: 1.000e-02, eta: 8 days, 9:36:24, time: 2.013, data_time: 1.430, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6641, loss_cls: 2.6466, loss: 2.6466, grad_norm: 5.5577 2020-07-25 14:53:31,581 - mmaction - INFO - Epoch [6][1620/3757] lr: 1.000e-02, eta: 8 days, 9:35:46, time: 2.050, data_time: 0.826, memory: 5170, top1_acc: 0.3906, top5_acc: 0.6594, loss_cls: 2.6934, loss: 2.6934, grad_norm: 5.7053 2020-07-25 14:54:10,391 - mmaction - INFO - Epoch [6][1640/3757] lr: 1.000e-02, eta: 8 days, 9:34:30, time: 1.941, data_time: 0.947, memory: 5170, top1_acc: 0.4164, top5_acc: 0.6609, loss_cls: 2.6747, loss: 2.6747, grad_norm: 5.6515 2020-07-25 14:54:50,474 - mmaction - INFO - Epoch [6][1660/3757] lr: 1.000e-02, eta: 8 days, 9:33:35, time: 2.004, data_time: 0.621, memory: 5170, top1_acc: 0.3914, top5_acc: 0.6500, loss_cls: 2.7044, loss: 2.7044, grad_norm: 5.5938 2020-07-25 14:55:31,115 - mmaction - INFO - Epoch [6][1680/3757] lr: 1.000e-02, eta: 8 days, 9:32:49, time: 2.028, data_time: 0.393, memory: 5170, top1_acc: 0.4070, top5_acc: 0.6773, loss_cls: 2.6217, loss: 2.6217, grad_norm: 5.6930 2020-07-25 14:56:09,717 - mmaction - INFO - Epoch [6][1700/3757] lr: 1.000e-02, eta: 8 days, 9:31:31, time: 1.934, data_time: 0.556, memory: 5170, top1_acc: 0.3953, top5_acc: 0.6484, loss_cls: 2.6533, loss: 2.6533, grad_norm: 5.6001 2020-07-25 14:56:51,271 - mmaction - INFO - Epoch [6][1720/3757] lr: 1.000e-02, eta: 8 days, 9:31:03, time: 2.079, data_time: 0.271, memory: 5170, top1_acc: 0.4172, top5_acc: 0.6555, loss_cls: 2.6139, loss: 2.6139, grad_norm: 5.5300 2020-07-25 14:57:29,982 - mmaction - INFO - Epoch [6][1740/3757] lr: 1.000e-02, eta: 8 days, 9:29:43, time: 1.932, data_time: 0.047, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6867, loss_cls: 2.5336, loss: 2.5336, grad_norm: 5.5404 2020-07-25 14:58:05,981 - mmaction - INFO - Epoch [6][1760/3757] lr: 1.000e-02, eta: 8 days, 9:27:38, time: 1.797, data_time: 0.011, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6477, loss_cls: 2.7606, loss: 2.7606, grad_norm: 5.8766 2020-07-25 14:58:47,125 - mmaction - INFO - Epoch [6][1780/3757] lr: 1.000e-02, eta: 8 days, 9:27:04, time: 2.064, data_time: 0.273, memory: 5170, top1_acc: 0.4039, top5_acc: 0.6508, loss_cls: 2.6800, loss: 2.6800, grad_norm: 5.6964 2020-07-25 14:59:25,902 - mmaction - INFO - Epoch [6][1800/3757] lr: 1.000e-02, eta: 8 days, 9:25:47, time: 1.936, data_time: 0.225, memory: 5170, top1_acc: 0.3898, top5_acc: 0.6469, loss_cls: 2.7018, loss: 2.7018, grad_norm: 5.7697 2020-07-25 15:00:11,980 - mmaction - INFO - Epoch [6][1820/3757] lr: 1.000e-02, eta: 8 days, 9:26:35, time: 2.300, data_time: 0.005, memory: 5170, top1_acc: 0.4031, top5_acc: 0.6742, loss_cls: 2.6379, loss: 2.6379, grad_norm: 5.6740 2020-07-25 15:00:41,023 - mmaction - INFO - Epoch [6][1840/3757] lr: 1.000e-02, eta: 8 days, 9:22:33, time: 1.458, data_time: 0.323, memory: 5170, top1_acc: 0.3828, top5_acc: 0.6297, loss_cls: 2.7417, loss: 2.7417, grad_norm: 5.5762 2020-07-25 15:01:22,239 - mmaction - INFO - Epoch [6][1860/3757] lr: 1.000e-02, eta: 8 days, 9:21:58, time: 2.059, data_time: 0.274, memory: 5170, top1_acc: 0.3961, top5_acc: 0.6633, loss_cls: 2.6809, loss: 2.6809, grad_norm: 5.6006 2020-07-25 15:02:02,298 - mmaction - INFO - Epoch [6][1880/3757] lr: 1.000e-02, eta: 8 days, 9:21:02, time: 1.998, data_time: 0.144, memory: 5170, top1_acc: 0.4094, top5_acc: 0.6500, loss_cls: 2.6860, loss: 2.6860, grad_norm: 5.6762 2020-07-25 15:02:39,976 - mmaction - INFO - Epoch [6][1900/3757] lr: 1.000e-02, eta: 8 days, 9:19:29, time: 1.889, data_time: 0.012, memory: 5170, top1_acc: 0.3953, top5_acc: 0.6531, loss_cls: 2.6618, loss: 2.6618, grad_norm: 5.7508 2020-07-25 15:03:21,008 - mmaction - INFO - Epoch [6][1920/3757] lr: 1.000e-02, eta: 8 days, 9:18:49, time: 2.044, data_time: 0.009, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6687, loss_cls: 2.6340, loss: 2.6340, grad_norm: 5.6071 2020-07-25 15:03:59,372 - mmaction - INFO - Epoch [6][1940/3757] lr: 1.000e-02, eta: 8 days, 9:17:28, time: 1.922, data_time: 0.011, memory: 5170, top1_acc: 0.4109, top5_acc: 0.6914, loss_cls: 2.5841, loss: 2.5841, grad_norm: 5.7323 2020-07-25 15:04:36,529 - mmaction - INFO - Epoch [6][1960/3757] lr: 1.000e-02, eta: 8 days, 9:15:43, time: 1.856, data_time: 0.015, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6844, loss_cls: 2.5102, loss: 2.5102, grad_norm: 5.5244 2020-07-25 15:05:16,228 - mmaction - INFO - Epoch [6][1980/3757] lr: 1.000e-02, eta: 8 days, 9:14:44, time: 1.989, data_time: 0.155, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6484, loss_cls: 2.6474, loss: 2.6474, grad_norm: 5.4905 2020-07-25 15:05:56,012 - mmaction - INFO - Epoch [6][2000/3757] lr: 1.000e-02, eta: 8 days, 9:13:47, time: 1.991, data_time: 0.013, memory: 5170, top1_acc: 0.4016, top5_acc: 0.6531, loss_cls: 2.6640, loss: 2.6640, grad_norm: 5.6913 2020-07-25 15:06:33,363 - mmaction - INFO - Epoch [6][2020/3757] lr: 1.000e-02, eta: 8 days, 9:12:05, time: 1.863, data_time: 0.010, memory: 5170, top1_acc: 0.4094, top5_acc: 0.6539, loss_cls: 2.6609, loss: 2.6609, grad_norm: 5.6558 2020-07-25 15:07:12,787 - mmaction - INFO - Epoch [6][2040/3757] lr: 1.000e-02, eta: 8 days, 9:10:59, time: 1.968, data_time: 0.010, memory: 5170, top1_acc: 0.3930, top5_acc: 0.6602, loss_cls: 2.6619, loss: 2.6619, grad_norm: 5.4901 2020-07-25 15:07:54,921 - mmaction - INFO - Epoch [6][2060/3757] lr: 1.000e-02, eta: 8 days, 9:10:44, time: 2.117, data_time: 0.012, memory: 5170, top1_acc: 0.3961, top5_acc: 0.6578, loss_cls: 2.6561, loss: 2.6561, grad_norm: 5.6551 2020-07-25 15:08:32,335 - mmaction - INFO - Epoch [6][2080/3757] lr: 1.000e-02, eta: 8 days, 9:09:03, time: 1.863, data_time: 0.005, memory: 5170, top1_acc: 0.4016, top5_acc: 0.6375, loss_cls: 2.7126, loss: 2.7126, grad_norm: 5.7319 2020-07-25 15:09:12,773 - mmaction - INFO - Epoch [6][2100/3757] lr: 1.000e-02, eta: 8 days, 9:08:18, time: 2.028, data_time: 0.014, memory: 5170, top1_acc: 0.3945, top5_acc: 0.6609, loss_cls: 2.7166, loss: 2.7166, grad_norm: 5.8043 2020-07-25 15:09:51,241 - mmaction - INFO - Epoch [6][2120/3757] lr: 1.000e-02, eta: 8 days, 9:06:56, time: 1.919, data_time: 0.012, memory: 5170, top1_acc: 0.4195, top5_acc: 0.6914, loss_cls: 2.5487, loss: 2.5487, grad_norm: 5.6624 2020-07-25 15:10:31,727 - mmaction - INFO - Epoch [6][2140/3757] lr: 1.000e-02, eta: 8 days, 9:06:09, time: 2.022, data_time: 0.009, memory: 5170, top1_acc: 0.4094, top5_acc: 0.6703, loss_cls: 2.5965, loss: 2.5965, grad_norm: 5.7514 2020-07-25 15:11:11,273 - mmaction - INFO - Epoch [6][2160/3757] lr: 1.000e-02, eta: 8 days, 9:05:08, time: 1.983, data_time: 0.010, memory: 5170, top1_acc: 0.3961, top5_acc: 0.6484, loss_cls: 2.7063, loss: 2.7063, grad_norm: 5.7820 2020-07-25 15:11:49,538 - mmaction - INFO - Epoch [6][2180/3757] lr: 1.000e-02, eta: 8 days, 9:03:44, time: 1.913, data_time: 0.009, memory: 5170, top1_acc: 0.3688, top5_acc: 0.6398, loss_cls: 2.8049, loss: 2.8049, grad_norm: 5.7057 2020-07-25 15:12:24,805 - mmaction - INFO - Epoch [6][2200/3757] lr: 1.000e-02, eta: 8 days, 9:01:29, time: 1.760, data_time: 0.009, memory: 5170, top1_acc: 0.4039, top5_acc: 0.6492, loss_cls: 2.6811, loss: 2.6811, grad_norm: 5.5252 2020-07-25 15:13:08,908 - mmaction - INFO - Epoch [6][2220/3757] lr: 1.000e-02, eta: 8 days, 9:01:42, time: 2.201, data_time: 0.111, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6727, loss_cls: 2.6106, loss: 2.6106, grad_norm: 5.5881 2020-07-25 15:13:44,570 - mmaction - INFO - Epoch [6][2240/3757] lr: 1.000e-02, eta: 8 days, 8:59:37, time: 1.791, data_time: 0.011, memory: 5170, top1_acc: 0.4023, top5_acc: 0.6633, loss_cls: 2.5840, loss: 2.5840, grad_norm: 5.5881 2020-07-25 15:14:22,656 - mmaction - INFO - Epoch [6][2260/3757] lr: 1.000e-02, eta: 8 days, 8:58:10, time: 1.901, data_time: 0.009, memory: 5170, top1_acc: 0.3922, top5_acc: 0.6578, loss_cls: 2.6423, loss: 2.6423, grad_norm: 5.8183 2020-07-25 15:15:03,161 - mmaction - INFO - Epoch [6][2280/3757] lr: 1.000e-02, eta: 8 days, 8:57:25, time: 2.029, data_time: 0.033, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6852, loss_cls: 2.5484, loss: 2.5484, grad_norm: 5.7573 2020-07-25 15:15:40,142 - mmaction - INFO - Epoch [6][2300/3757] lr: 1.000e-02, eta: 8 days, 8:55:39, time: 1.845, data_time: 0.034, memory: 5170, top1_acc: 0.4109, top5_acc: 0.6687, loss_cls: 2.5973, loss: 2.5973, grad_norm: 5.8230 2020-07-25 15:16:23,223 - mmaction - INFO - Epoch [6][2320/3757] lr: 1.000e-02, eta: 8 days, 8:55:37, time: 2.157, data_time: 1.135, memory: 5170, top1_acc: 0.3930, top5_acc: 0.6523, loss_cls: 2.7062, loss: 2.7062, grad_norm: 5.7488 2020-07-25 15:17:02,612 - mmaction - INFO - Epoch [6][2340/3757] lr: 1.000e-02, eta: 8 days, 8:54:33, time: 1.970, data_time: 1.017, memory: 5170, top1_acc: 0.3750, top5_acc: 0.6539, loss_cls: 2.6769, loss: 2.6769, grad_norm: 5.8443 2020-07-25 15:17:41,247 - mmaction - INFO - Epoch [6][2360/3757] lr: 1.000e-02, eta: 8 days, 8:53:13, time: 1.923, data_time: 1.043, memory: 5170, top1_acc: 0.3852, top5_acc: 0.6523, loss_cls: 2.6724, loss: 2.6724, grad_norm: 5.6688 2020-07-25 15:18:22,396 - mmaction - INFO - Epoch [6][2380/3757] lr: 1.000e-02, eta: 8 days, 8:52:40, time: 2.062, data_time: 1.477, memory: 5170, top1_acc: 0.4102, top5_acc: 0.6430, loss_cls: 2.7049, loss: 2.7049, grad_norm: 5.7672 2020-07-25 15:19:03,637 - mmaction - INFO - Epoch [6][2400/3757] lr: 1.000e-02, eta: 8 days, 8:52:07, time: 2.064, data_time: 1.498, memory: 5170, top1_acc: 0.4172, top5_acc: 0.6609, loss_cls: 2.6338, loss: 2.6338, grad_norm: 5.5654 2020-07-25 15:19:40,802 - mmaction - INFO - Epoch [6][2420/3757] lr: 1.000e-02, eta: 8 days, 8:50:27, time: 1.861, data_time: 1.295, memory: 5170, top1_acc: 0.4055, top5_acc: 0.6539, loss_cls: 2.6343, loss: 2.6343, grad_norm: 5.3564 2020-07-25 15:20:20,147 - mmaction - INFO - Epoch [6][2440/3757] lr: 1.000e-02, eta: 8 days, 8:49:19, time: 1.958, data_time: 1.331, memory: 5170, top1_acc: 0.4023, top5_acc: 0.6586, loss_cls: 2.6311, loss: 2.6311, grad_norm: 5.6399 2020-07-25 15:20:56,617 - mmaction - INFO - Epoch [6][2460/3757] lr: 1.000e-02, eta: 8 days, 8:47:26, time: 1.825, data_time: 0.752, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6469, loss_cls: 2.6640, loss: 2.6640, grad_norm: 5.5083 2020-07-25 15:21:36,369 - mmaction - INFO - Epoch [6][2480/3757] lr: 1.000e-02, eta: 8 days, 8:46:28, time: 1.987, data_time: 0.578, memory: 5170, top1_acc: 0.4102, top5_acc: 0.6687, loss_cls: 2.6022, loss: 2.6022, grad_norm: 5.4294 2020-07-25 15:22:18,037 - mmaction - INFO - Epoch [6][2500/3757] lr: 1.000e-02, eta: 8 days, 8:46:02, time: 2.083, data_time: 0.160, memory: 5170, top1_acc: 0.4047, top5_acc: 0.6438, loss_cls: 2.6563, loss: 2.6563, grad_norm: 5.4739 2020-07-25 15:22:52,110 - mmaction - INFO - Epoch [6][2520/3757] lr: 1.000e-02, eta: 8 days, 8:43:30, time: 1.703, data_time: 0.010, memory: 5170, top1_acc: 0.4055, top5_acc: 0.6539, loss_cls: 2.6421, loss: 2.6421, grad_norm: 5.6658 2020-07-25 15:23:34,523 - mmaction - INFO - Epoch [6][2540/3757] lr: 1.000e-02, eta: 8 days, 8:43:19, time: 2.129, data_time: 0.022, memory: 5170, top1_acc: 0.4039, top5_acc: 0.6719, loss_cls: 2.6114, loss: 2.6114, grad_norm: 5.6899 2020-07-25 15:24:14,176 - mmaction - INFO - Epoch [6][2560/3757] lr: 1.000e-02, eta: 8 days, 8:42:17, time: 1.975, data_time: 0.171, memory: 5170, top1_acc: 0.3797, top5_acc: 0.6430, loss_cls: 2.7235, loss: 2.7235, grad_norm: 5.7867 2020-07-25 15:24:52,122 - mmaction - INFO - Epoch [6][2580/3757] lr: 1.000e-02, eta: 8 days, 8:40:51, time: 1.903, data_time: 0.009, memory: 5170, top1_acc: 0.4008, top5_acc: 0.6555, loss_cls: 2.6841, loss: 2.6841, grad_norm: 5.6027 2020-07-25 15:25:33,203 - mmaction - INFO - Epoch [6][2600/3757] lr: 1.000e-02, eta: 8 days, 8:40:13, time: 2.048, data_time: 0.005, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6484, loss_cls: 2.7058, loss: 2.7058, grad_norm: 5.6243 2020-07-25 15:26:10,487 - mmaction - INFO - Epoch [6][2620/3757] lr: 1.000e-02, eta: 8 days, 8:38:37, time: 1.870, data_time: 0.010, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6562, loss_cls: 2.6522, loss: 2.6522, grad_norm: 5.6816 2020-07-25 15:26:49,994 - mmaction - INFO - Epoch [6][2640/3757] lr: 1.000e-02, eta: 8 days, 8:37:32, time: 1.968, data_time: 0.052, memory: 5170, top1_acc: 0.3984, top5_acc: 0.6578, loss_cls: 2.6869, loss: 2.6869, grad_norm: 5.5654 2020-07-25 15:27:27,093 - mmaction - INFO - Epoch [6][2660/3757] lr: 1.000e-02, eta: 8 days, 8:35:54, time: 1.864, data_time: 0.729, memory: 5170, top1_acc: 0.3945, top5_acc: 0.6516, loss_cls: 2.6457, loss: 2.6457, grad_norm: 5.6227 2020-07-25 15:28:03,379 - mmaction - INFO - Epoch [6][2680/3757] lr: 1.000e-02, eta: 8 days, 8:33:59, time: 1.813, data_time: 0.630, memory: 5170, top1_acc: 0.4086, top5_acc: 0.6422, loss_cls: 2.7341, loss: 2.7341, grad_norm: 5.6410 2020-07-25 15:28:46,740 - mmaction - INFO - Epoch [6][2700/3757] lr: 1.000e-02, eta: 8 days, 8:34:00, time: 2.168, data_time: 1.114, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6555, loss_cls: 2.6519, loss: 2.6519, grad_norm: 5.6440 2020-07-25 15:29:23,698 - mmaction - INFO - Epoch [6][2720/3757] lr: 1.000e-02, eta: 8 days, 8:32:17, time: 1.848, data_time: 0.312, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6742, loss_cls: 2.6017, loss: 2.6017, grad_norm: 5.7191 2020-07-25 15:30:03,248 - mmaction - INFO - Epoch [6][2740/3757] lr: 1.000e-02, eta: 8 days, 8:31:16, time: 1.978, data_time: 0.282, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6914, loss_cls: 2.5183, loss: 2.5183, grad_norm: 5.5993 2020-07-25 15:30:40,682 - mmaction - INFO - Epoch [6][2760/3757] lr: 1.000e-02, eta: 8 days, 8:29:41, time: 1.872, data_time: 0.003, memory: 5170, top1_acc: 0.3883, top5_acc: 0.6406, loss_cls: 2.7146, loss: 2.7146, grad_norm: 5.7558 2020-07-25 15:31:21,086 - mmaction - INFO - Epoch [6][2780/3757] lr: 1.000e-02, eta: 8 days, 8:28:52, time: 2.013, data_time: 0.014, memory: 5170, top1_acc: 0.4102, top5_acc: 0.6625, loss_cls: 2.6151, loss: 2.6151, grad_norm: 5.7995 2020-07-25 15:31:58,406 - mmaction - INFO - Epoch [6][2800/3757] lr: 1.000e-02, eta: 8 days, 8:27:17, time: 1.873, data_time: 0.053, memory: 5170, top1_acc: 0.4133, top5_acc: 0.6562, loss_cls: 2.6802, loss: 2.6802, grad_norm: 5.7525 2020-07-25 15:32:37,588 - mmaction - INFO - Epoch [6][2820/3757] lr: 1.000e-02, eta: 8 days, 8:26:09, time: 1.953, data_time: 0.014, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6703, loss_cls: 2.5778, loss: 2.5778, grad_norm: 5.6653 2020-07-25 15:33:18,042 - mmaction - INFO - Epoch [6][2840/3757] lr: 1.000e-02, eta: 8 days, 8:25:24, time: 2.026, data_time: 0.009, memory: 5170, top1_acc: 0.4117, top5_acc: 0.6602, loss_cls: 2.6545, loss: 2.6545, grad_norm: 5.6867 2020-07-25 15:33:54,952 - mmaction - INFO - Epoch [6][2860/3757] lr: 1.000e-02, eta: 8 days, 8:23:41, time: 1.848, data_time: 0.009, memory: 5170, top1_acc: 0.3891, top5_acc: 0.6617, loss_cls: 2.6551, loss: 2.6551, grad_norm: 5.7113 2020-07-25 15:34:34,966 - mmaction - INFO - Epoch [6][2880/3757] lr: 1.000e-02, eta: 8 days, 8:22:48, time: 2.000, data_time: 0.002, memory: 5170, top1_acc: 0.4016, top5_acc: 0.6703, loss_cls: 2.6099, loss: 2.6099, grad_norm: 5.6022 2020-07-25 15:35:16,946 - mmaction - INFO - Epoch [6][2900/3757] lr: 1.000e-02, eta: 8 days, 8:22:26, time: 2.095, data_time: 0.009, memory: 5170, top1_acc: 0.4172, top5_acc: 0.6859, loss_cls: 2.5659, loss: 2.5659, grad_norm: 5.5539 2020-07-25 15:35:53,373 - mmaction - INFO - Epoch [6][2920/3757] lr: 1.000e-02, eta: 8 days, 8:20:37, time: 1.827, data_time: 0.009, memory: 5170, top1_acc: 0.3812, top5_acc: 0.6500, loss_cls: 2.6590, loss: 2.6590, grad_norm: 5.6592 2020-07-25 15:36:31,484 - mmaction - INFO - Epoch [6][2940/3757] lr: 1.000e-02, eta: 8 days, 8:19:10, time: 1.896, data_time: 0.006, memory: 5170, top1_acc: 0.3898, top5_acc: 0.6547, loss_cls: 2.6867, loss: 2.6867, grad_norm: 5.7723 2020-07-25 15:37:07,742 - mmaction - INFO - Epoch [6][2960/3757] lr: 1.000e-02, eta: 8 days, 8:17:18, time: 1.821, data_time: 0.012, memory: 5170, top1_acc: 0.4047, top5_acc: 0.6672, loss_cls: 2.6445, loss: 2.6445, grad_norm: 5.5021 2020-07-25 15:37:51,256 - mmaction - INFO - Epoch [6][2980/3757] lr: 1.000e-02, eta: 8 days, 8:17:22, time: 2.173, data_time: 0.009, memory: 5170, top1_acc: 0.4023, top5_acc: 0.6719, loss_cls: 2.6017, loss: 2.6017, grad_norm: 5.6714 2020-07-25 15:38:28,356 - mmaction - INFO - Epoch [6][3000/3757] lr: 1.000e-02, eta: 8 days, 8:15:42, time: 1.856, data_time: 0.007, memory: 5170, top1_acc: 0.4094, top5_acc: 0.6625, loss_cls: 2.6186, loss: 2.6186, grad_norm: 5.6121 2020-07-25 15:39:06,795 - mmaction - INFO - Epoch [6][3020/3757] lr: 1.000e-02, eta: 8 days, 8:14:24, time: 1.920, data_time: 0.005, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6672, loss_cls: 2.6376, loss: 2.6376, grad_norm: 5.6623 2020-07-25 15:39:44,846 - mmaction - INFO - Epoch [6][3040/3757] lr: 1.000e-02, eta: 8 days, 8:12:59, time: 1.902, data_time: 0.011, memory: 5170, top1_acc: 0.3945, top5_acc: 0.6562, loss_cls: 2.6789, loss: 2.6789, grad_norm: 5.6168 2020-07-25 15:40:25,539 - mmaction - INFO - Epoch [6][3060/3757] lr: 1.000e-02, eta: 8 days, 8:12:17, time: 2.034, data_time: 0.008, memory: 5170, top1_acc: 0.4008, top5_acc: 0.6500, loss_cls: 2.7064, loss: 2.7064, grad_norm: 5.7584 2020-07-25 15:41:06,439 - mmaction - INFO - Epoch [6][3080/3757] lr: 1.000e-02, eta: 8 days, 8:11:41, time: 2.049, data_time: 0.008, memory: 5170, top1_acc: 0.3992, top5_acc: 0.6781, loss_cls: 2.6222, loss: 2.6222, grad_norm: 5.6063 2020-07-25 15:41:41,874 - mmaction - INFO - Epoch [6][3100/3757] lr: 1.000e-02, eta: 8 days, 8:09:35, time: 1.773, data_time: 0.024, memory: 5170, top1_acc: 0.4141, top5_acc: 0.6734, loss_cls: 2.6116, loss: 2.6116, grad_norm: 5.5335 2020-07-25 15:42:21,498 - mmaction - INFO - Epoch [6][3120/3757] lr: 1.000e-02, eta: 8 days, 8:08:36, time: 1.980, data_time: 0.127, memory: 5170, top1_acc: 0.4023, top5_acc: 0.6687, loss_cls: 2.6464, loss: 2.6464, grad_norm: 5.6602 2020-07-25 15:43:04,855 - mmaction - INFO - Epoch [6][3140/3757] lr: 1.000e-02, eta: 8 days, 8:08:38, time: 2.169, data_time: 0.653, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6867, loss_cls: 2.5404, loss: 2.5404, grad_norm: 5.4864 2020-07-25 15:43:41,467 - mmaction - INFO - Epoch [6][3160/3757] lr: 1.000e-02, eta: 8 days, 8:06:50, time: 1.830, data_time: 0.007, memory: 5170, top1_acc: 0.3844, top5_acc: 0.6523, loss_cls: 2.7111, loss: 2.7111, grad_norm: 5.5863 2020-07-25 15:44:19,102 - mmaction - INFO - Epoch [6][3180/3757] lr: 1.000e-02, eta: 8 days, 8:05:18, time: 1.876, data_time: 0.428, memory: 5170, top1_acc: 0.4039, top5_acc: 0.6633, loss_cls: 2.6576, loss: 2.6576, grad_norm: 5.8236 2020-07-25 15:44:58,727 - mmaction - INFO - Epoch [6][3200/3757] lr: 1.000e-02, eta: 8 days, 8:04:22, time: 1.988, data_time: 0.997, memory: 5170, top1_acc: 0.4172, top5_acc: 0.6633, loss_cls: 2.6524, loss: 2.6524, grad_norm: 5.7324 2020-07-25 15:45:36,832 - mmaction - INFO - Epoch [6][3220/3757] lr: 1.000e-02, eta: 8 days, 8:02:56, time: 1.898, data_time: 0.012, memory: 5170, top1_acc: 0.3945, top5_acc: 0.6508, loss_cls: 2.6647, loss: 2.6647, grad_norm: 5.5911 2020-07-25 15:46:14,421 - mmaction - INFO - Epoch [6][3240/3757] lr: 1.000e-02, eta: 8 days, 8:01:27, time: 1.884, data_time: 0.010, memory: 5170, top1_acc: 0.4148, top5_acc: 0.6781, loss_cls: 2.5881, loss: 2.5881, grad_norm: 5.6791 2020-07-25 15:46:52,897 - mmaction - INFO - Epoch [6][3260/3757] lr: 1.000e-02, eta: 8 days, 8:00:10, time: 1.925, data_time: 0.234, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6695, loss_cls: 2.6361, loss: 2.6361, grad_norm: 5.5968 2020-07-25 15:47:30,658 - mmaction - INFO - Epoch [6][3280/3757] lr: 1.000e-02, eta: 8 days, 7:58:42, time: 1.888, data_time: 0.688, memory: 5170, top1_acc: 0.4117, top5_acc: 0.6672, loss_cls: 2.5402, loss: 2.5402, grad_norm: 5.6339 2020-07-25 15:48:09,203 - mmaction - INFO - Epoch [6][3300/3757] lr: 1.000e-02, eta: 8 days, 7:57:25, time: 1.923, data_time: 1.271, memory: 5170, top1_acc: 0.3930, top5_acc: 0.6648, loss_cls: 2.6597, loss: 2.6597, grad_norm: 5.7835 2020-07-25 15:48:48,003 - mmaction - INFO - Epoch [6][3320/3757] lr: 1.000e-02, eta: 8 days, 7:56:16, time: 1.944, data_time: 1.305, memory: 5170, top1_acc: 0.3883, top5_acc: 0.6625, loss_cls: 2.6095, loss: 2.6095, grad_norm: 5.5859 2020-07-25 15:49:26,932 - mmaction - INFO - Epoch [6][3340/3757] lr: 1.000e-02, eta: 8 days, 7:55:06, time: 1.947, data_time: 0.790, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6625, loss_cls: 2.6515, loss: 2.6515, grad_norm: 5.5859 2020-07-25 15:50:05,828 - mmaction - INFO - Epoch [6][3360/3757] lr: 1.000e-02, eta: 8 days, 7:53:57, time: 1.946, data_time: 1.122, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6625, loss_cls: 2.6414, loss: 2.6414, grad_norm: 5.6569 2020-07-25 15:50:44,304 - mmaction - INFO - Epoch [6][3380/3757] lr: 1.000e-02, eta: 8 days, 7:52:41, time: 1.924, data_time: 0.732, memory: 5170, top1_acc: 0.3852, top5_acc: 0.6430, loss_cls: 2.7366, loss: 2.7366, grad_norm: 5.7091 2020-07-25 15:51:23,087 - mmaction - INFO - Epoch [6][3400/3757] lr: 1.000e-02, eta: 8 days, 7:51:28, time: 1.935, data_time: 1.268, memory: 5170, top1_acc: 0.3953, top5_acc: 0.6617, loss_cls: 2.6598, loss: 2.6598, grad_norm: 5.4474 2020-07-25 15:52:01,160 - mmaction - INFO - Epoch [6][3420/3757] lr: 1.000e-02, eta: 8 days, 7:50:07, time: 1.908, data_time: 0.907, memory: 5170, top1_acc: 0.4102, top5_acc: 0.6508, loss_cls: 2.6317, loss: 2.6317, grad_norm: 5.5057 2020-07-25 15:52:43,017 - mmaction - INFO - Epoch [6][3440/3757] lr: 1.000e-02, eta: 8 days, 7:49:45, time: 2.093, data_time: 0.922, memory: 5170, top1_acc: 0.4336, top5_acc: 0.6898, loss_cls: 2.5342, loss: 2.5342, grad_norm: 5.6592 2020-07-25 15:53:23,630 - mmaction - INFO - Epoch [6][3460/3757] lr: 1.000e-02, eta: 8 days, 7:49:02, time: 2.031, data_time: 0.973, memory: 5170, top1_acc: 0.4023, top5_acc: 0.6625, loss_cls: 2.6245, loss: 2.6245, grad_norm: 5.5990 2020-07-25 15:54:03,406 - mmaction - INFO - Epoch [6][3480/3757] lr: 1.000e-02, eta: 8 days, 7:48:07, time: 1.989, data_time: 0.084, memory: 5170, top1_acc: 0.3945, top5_acc: 0.6687, loss_cls: 2.6360, loss: 2.6360, grad_norm: 5.7087 2020-07-25 15:54:44,573 - mmaction - INFO - Epoch [6][3500/3757] lr: 1.000e-02, eta: 8 days, 7:47:32, time: 2.053, data_time: 0.009, memory: 5170, top1_acc: 0.4336, top5_acc: 0.6633, loss_cls: 2.5513, loss: 2.5513, grad_norm: 5.4036 2020-07-25 15:55:23,944 - mmaction - INFO - Epoch [6][3520/3757] lr: 1.000e-02, eta: 8 days, 7:46:30, time: 1.966, data_time: 0.007, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6734, loss_cls: 2.5511, loss: 2.5511, grad_norm: 5.7186 2020-07-25 15:55:57,542 - mmaction - INFO - Epoch [6][3540/3757] lr: 1.000e-02, eta: 8 days, 7:43:58, time: 1.686, data_time: 0.009, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6633, loss_cls: 2.6590, loss: 2.6590, grad_norm: 5.7304 2020-07-25 15:56:35,365 - mmaction - INFO - Epoch [6][3560/3757] lr: 1.000e-02, eta: 8 days, 7:42:30, time: 1.883, data_time: 0.109, memory: 5170, top1_acc: 0.4133, top5_acc: 0.6656, loss_cls: 2.6151, loss: 2.6151, grad_norm: 5.6424 2020-07-25 15:57:14,156 - mmaction - INFO - Epoch [6][3580/3757] lr: 1.000e-02, eta: 8 days, 7:41:22, time: 1.948, data_time: 0.615, memory: 5170, top1_acc: 0.4070, top5_acc: 0.6508, loss_cls: 2.6667, loss: 2.6667, grad_norm: 5.6763 2020-07-25 15:57:54,135 - mmaction - INFO - Epoch [6][3600/3757] lr: 1.000e-02, eta: 8 days, 7:40:28, time: 1.993, data_time: 0.500, memory: 5170, top1_acc: 0.3992, top5_acc: 0.6695, loss_cls: 2.6493, loss: 2.6493, grad_norm: 5.7261 2020-07-25 15:58:29,704 - mmaction - INFO - Epoch [6][3620/3757] lr: 1.000e-02, eta: 8 days, 7:38:28, time: 1.784, data_time: 0.075, memory: 5170, top1_acc: 0.3930, top5_acc: 0.6680, loss_cls: 2.6268, loss: 2.6268, grad_norm: 5.5417 2020-07-25 15:59:09,919 - mmaction - INFO - Epoch [6][3640/3757] lr: 1.000e-02, eta: 8 days, 7:37:40, time: 2.012, data_time: 0.546, memory: 5170, top1_acc: 0.4102, top5_acc: 0.6672, loss_cls: 2.6760, loss: 2.6760, grad_norm: 5.7583 2020-07-25 15:59:52,948 - mmaction - INFO - Epoch [6][3660/3757] lr: 1.000e-02, eta: 8 days, 7:37:35, time: 2.146, data_time: 0.954, memory: 5170, top1_acc: 0.3984, top5_acc: 0.6742, loss_cls: 2.6051, loss: 2.6051, grad_norm: 5.6085 2020-07-25 16:00:33,562 - mmaction - INFO - Epoch [6][3680/3757] lr: 1.000e-02, eta: 8 days, 7:36:51, time: 2.026, data_time: 1.218, memory: 5170, top1_acc: 0.4008, top5_acc: 0.6547, loss_cls: 2.6524, loss: 2.6524, grad_norm: 5.5549 2020-07-25 16:01:11,452 - mmaction - INFO - Epoch [6][3700/3757] lr: 1.000e-02, eta: 8 days, 7:35:30, time: 1.904, data_time: 1.093, memory: 5170, top1_acc: 0.3984, top5_acc: 0.6625, loss_cls: 2.6114, loss: 2.6114, grad_norm: 5.6554 2020-07-25 16:01:52,763 - mmaction - INFO - Epoch [6][3720/3757] lr: 1.000e-02, eta: 8 days, 7:34:58, time: 2.064, data_time: 0.009, memory: 5170, top1_acc: 0.3766, top5_acc: 0.6367, loss_cls: 2.8222, loss: 2.8222, grad_norm: 5.8597 2020-07-25 16:02:32,185 - mmaction - INFO - Epoch [6][3740/3757] lr: 1.000e-02, eta: 8 days, 7:33:56, time: 1.966, data_time: 0.004, memory: 5170, top1_acc: 0.4094, top5_acc: 0.6602, loss_cls: 2.6459, loss: 2.6459, grad_norm: 5.5816 2020-07-25 16:02:58,208 - mmaction - INFO - Saving checkpoint at 6 epochs 2020-07-25 16:03:55,428 - mmaction - INFO - Epoch [7][20/3757] lr: 1.000e-02, eta: 8 days, 7:27:21, time: 2.741, data_time: 1.640, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6789, loss_cls: 2.5392, loss: 2.5392, grad_norm: 5.4198 2020-07-25 16:04:33,413 - mmaction - INFO - Epoch [7][40/3757] lr: 1.000e-02, eta: 8 days, 7:25:58, time: 1.898, data_time: 0.457, memory: 5170, top1_acc: 0.3930, top5_acc: 0.6602, loss_cls: 2.6268, loss: 2.6268, grad_norm: 5.6062 2020-07-25 16:05:14,398 - mmaction - INFO - Epoch [7][60/3757] lr: 1.000e-02, eta: 8 days, 7:25:21, time: 2.043, data_time: 0.590, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6852, loss_cls: 2.5242, loss: 2.5242, grad_norm: 5.3710 2020-07-25 16:05:53,874 - mmaction - INFO - Epoch [7][80/3757] lr: 1.000e-02, eta: 8 days, 7:24:24, time: 1.981, data_time: 0.355, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6656, loss_cls: 2.5820, loss: 2.5820, grad_norm: 5.6935 2020-07-25 16:06:32,748 - mmaction - INFO - Epoch [7][100/3757] lr: 1.000e-02, eta: 8 days, 7:23:13, time: 1.936, data_time: 0.377, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6687, loss_cls: 2.5912, loss: 2.5912, grad_norm: 5.5660 2020-07-25 16:07:13,827 - mmaction - INFO - Epoch [7][120/3757] lr: 1.000e-02, eta: 8 days, 7:22:41, time: 2.062, data_time: 0.775, memory: 5170, top1_acc: 0.4023, top5_acc: 0.6750, loss_cls: 2.5812, loss: 2.5812, grad_norm: 5.5924 2020-07-25 16:07:50,673 - mmaction - INFO - Epoch [7][140/3757] lr: 1.000e-02, eta: 8 days, 7:21:00, time: 1.839, data_time: 0.931, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6859, loss_cls: 2.5233, loss: 2.5233, grad_norm: 5.5971 2020-07-25 16:08:28,050 - mmaction - INFO - Epoch [7][160/3757] lr: 1.000e-02, eta: 8 days, 7:19:28, time: 1.868, data_time: 0.340, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6867, loss_cls: 2.5761, loss: 2.5761, grad_norm: 5.7265 2020-07-25 16:09:06,750 - mmaction - INFO - Epoch [7][180/3757] lr: 1.000e-02, eta: 8 days, 7:18:18, time: 1.939, data_time: 0.037, memory: 5170, top1_acc: 0.4469, top5_acc: 0.6836, loss_cls: 2.5000, loss: 2.5000, grad_norm: 5.5063 2020-07-25 16:09:46,464 - mmaction - INFO - Epoch [7][200/3757] lr: 1.000e-02, eta: 8 days, 7:17:20, time: 1.975, data_time: 0.228, memory: 5170, top1_acc: 0.4180, top5_acc: 0.6711, loss_cls: 2.5825, loss: 2.5825, grad_norm: 5.8106 2020-07-25 16:10:22,712 - mmaction - INFO - Epoch [7][220/3757] lr: 1.000e-02, eta: 8 days, 7:15:32, time: 1.817, data_time: 0.595, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6867, loss_cls: 2.5556, loss: 2.5556, grad_norm: 5.7455 2020-07-25 16:11:03,170 - mmaction - INFO - Epoch [7][240/3757] lr: 1.000e-02, eta: 8 days, 7:14:50, time: 2.029, data_time: 0.972, memory: 5170, top1_acc: 0.4086, top5_acc: 0.6539, loss_cls: 2.6391, loss: 2.6391, grad_norm: 5.7122 2020-07-25 16:11:41,673 - mmaction - INFO - Epoch [7][260/3757] lr: 1.000e-02, eta: 8 days, 7:13:36, time: 1.925, data_time: 1.325, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6797, loss_cls: 2.5632, loss: 2.5632, grad_norm: 5.6304 2020-07-25 16:12:24,609 - mmaction - INFO - Epoch [7][280/3757] lr: 1.000e-02, eta: 8 days, 7:13:31, time: 2.146, data_time: 0.363, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6758, loss_cls: 2.6324, loss: 2.6324, grad_norm: 5.8046 2020-07-25 16:13:00,619 - mmaction - INFO - Epoch [7][300/3757] lr: 1.000e-02, eta: 8 days, 7:11:38, time: 1.797, data_time: 0.009, memory: 5170, top1_acc: 0.4148, top5_acc: 0.6523, loss_cls: 2.6387, loss: 2.6387, grad_norm: 5.5751 2020-07-25 16:13:39,650 - mmaction - INFO - Epoch [7][320/3757] lr: 1.000e-02, eta: 8 days, 7:10:33, time: 1.955, data_time: 0.281, memory: 5170, top1_acc: 0.4117, top5_acc: 0.6656, loss_cls: 2.6086, loss: 2.6086, grad_norm: 5.5003 2020-07-25 16:14:21,279 - mmaction - INFO - Epoch [7][340/3757] lr: 1.000e-02, eta: 8 days, 7:10:08, time: 2.082, data_time: 0.012, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6852, loss_cls: 2.5089, loss: 2.5089, grad_norm: 5.5091 2020-07-25 16:14:58,380 - mmaction - INFO - Epoch [7][360/3757] lr: 1.000e-02, eta: 8 days, 7:08:33, time: 1.856, data_time: 0.003, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6781, loss_cls: 2.5657, loss: 2.5657, grad_norm: 5.5906 2020-07-25 16:15:36,502 - mmaction - INFO - Epoch [7][380/3757] lr: 1.000e-02, eta: 8 days, 7:07:12, time: 1.901, data_time: 0.007, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6781, loss_cls: 2.5492, loss: 2.5492, grad_norm: 5.6398 2020-07-25 16:16:19,025 - mmaction - INFO - Epoch [7][400/3757] lr: 1.000e-02, eta: 8 days, 7:07:01, time: 2.130, data_time: 0.010, memory: 5170, top1_acc: 0.3852, top5_acc: 0.6422, loss_cls: 2.7405, loss: 2.7405, grad_norm: 5.6426 2020-07-25 16:16:51,912 - mmaction - INFO - Epoch [7][420/3757] lr: 1.000e-02, eta: 8 days, 7:04:20, time: 1.641, data_time: 0.008, memory: 5170, top1_acc: 0.4133, top5_acc: 0.6578, loss_cls: 2.5689, loss: 2.5689, grad_norm: 5.5937 2020-07-25 16:17:36,880 - mmaction - INFO - Epoch [7][440/3757] lr: 1.000e-02, eta: 8 days, 7:04:47, time: 2.252, data_time: 0.007, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6836, loss_cls: 2.5162, loss: 2.5162, grad_norm: 5.6202 2020-07-25 16:18:15,099 - mmaction - INFO - Epoch [7][460/3757] lr: 1.000e-02, eta: 8 days, 7:03:29, time: 1.910, data_time: 0.007, memory: 5170, top1_acc: 0.4211, top5_acc: 0.6852, loss_cls: 2.5272, loss: 2.5272, grad_norm: 5.5702 2020-07-25 16:18:53,653 - mmaction - INFO - Epoch [7][480/3757] lr: 1.000e-02, eta: 8 days, 7:02:17, time: 1.928, data_time: 0.010, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6734, loss_cls: 2.5407, loss: 2.5407, grad_norm: 5.5231 2020-07-25 16:19:35,844 - mmaction - INFO - Epoch [7][500/3757] lr: 1.000e-02, eta: 8 days, 7:02:00, time: 2.109, data_time: 0.003, memory: 5170, top1_acc: 0.4148, top5_acc: 0.6859, loss_cls: 2.5651, loss: 2.5651, grad_norm: 5.6292 2020-07-25 16:20:14,105 - mmaction - INFO - Epoch [7][520/3757] lr: 1.000e-02, eta: 8 days, 7:00:42, time: 1.908, data_time: 0.010, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6891, loss_cls: 2.5155, loss: 2.5155, grad_norm: 5.6624 2020-07-25 16:20:52,803 - mmaction - INFO - Epoch [7][540/3757] lr: 1.000e-02, eta: 8 days, 6:59:31, time: 1.935, data_time: 0.011, memory: 5170, top1_acc: 0.4305, top5_acc: 0.6953, loss_cls: 2.5066, loss: 2.5066, grad_norm: 5.6703 2020-07-25 16:21:29,703 - mmaction - INFO - Epoch [7][560/3757] lr: 1.000e-02, eta: 8 days, 6:57:54, time: 1.847, data_time: 0.025, memory: 5170, top1_acc: 0.4445, top5_acc: 0.6656, loss_cls: 2.5219, loss: 2.5219, grad_norm: 5.4625 2020-07-25 16:22:03,695 - mmaction - INFO - Epoch [7][580/3757] lr: 1.000e-02, eta: 8 days, 6:55:32, time: 1.696, data_time: 0.040, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6781, loss_cls: 2.5189, loss: 2.5189, grad_norm: 5.6778 2020-07-25 16:22:45,010 - mmaction - INFO - Epoch [7][600/3757] lr: 1.000e-02, eta: 8 days, 6:55:04, time: 2.073, data_time: 0.428, memory: 5170, top1_acc: 0.4039, top5_acc: 0.6758, loss_cls: 2.5763, loss: 2.5763, grad_norm: 5.7326 2020-07-25 16:23:27,863 - mmaction - INFO - Epoch [7][620/3757] lr: 1.000e-02, eta: 8 days, 6:54:54, time: 2.134, data_time: 0.006, memory: 5170, top1_acc: 0.3930, top5_acc: 0.6594, loss_cls: 2.5888, loss: 2.5888, grad_norm: 5.6917 2020-07-25 16:24:02,673 - mmaction - INFO - Epoch [7][640/3757] lr: 1.000e-02, eta: 8 days, 6:52:47, time: 1.745, data_time: 0.011, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6766, loss_cls: 2.5747, loss: 2.5747, grad_norm: 5.6390 2020-07-25 16:24:43,448 - mmaction - INFO - Epoch [7][660/3757] lr: 1.000e-02, eta: 8 days, 6:52:07, time: 2.033, data_time: 0.190, memory: 5170, top1_acc: 0.4094, top5_acc: 0.6641, loss_cls: 2.6195, loss: 2.6195, grad_norm: 5.6616 2020-07-25 16:25:25,889 - mmaction - INFO - Epoch [7][680/3757] lr: 1.000e-02, eta: 8 days, 6:51:55, time: 2.127, data_time: 1.306, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6687, loss_cls: 2.6114, loss: 2.6114, grad_norm: 5.6544 2020-07-25 16:26:00,297 - mmaction - INFO - Epoch [7][700/3757] lr: 1.000e-02, eta: 8 days, 6:49:41, time: 1.723, data_time: 0.635, memory: 5170, top1_acc: 0.4039, top5_acc: 0.6727, loss_cls: 2.6453, loss: 2.6453, grad_norm: 5.7868 2020-07-25 16:26:40,204 - mmaction - INFO - Epoch [7][720/3757] lr: 1.000e-02, eta: 8 days, 6:48:48, time: 1.991, data_time: 0.940, memory: 5170, top1_acc: 0.4148, top5_acc: 0.6578, loss_cls: 2.6218, loss: 2.6218, grad_norm: 5.7737 2020-07-25 16:27:17,199 - mmaction - INFO - Epoch [7][740/3757] lr: 1.000e-02, eta: 8 days, 6:47:15, time: 1.856, data_time: 0.570, memory: 5170, top1_acc: 0.4141, top5_acc: 0.6703, loss_cls: 2.6002, loss: 2.6002, grad_norm: 5.6203 2020-07-25 16:27:55,623 - mmaction - INFO - Epoch [7][760/3757] lr: 1.000e-02, eta: 8 days, 6:46:01, time: 1.922, data_time: 1.359, memory: 5170, top1_acc: 0.4164, top5_acc: 0.6766, loss_cls: 2.5565, loss: 2.5565, grad_norm: 5.7063 2020-07-25 16:28:33,677 - mmaction - INFO - Epoch [7][780/3757] lr: 1.000e-02, eta: 8 days, 6:44:41, time: 1.898, data_time: 1.190, memory: 5170, top1_acc: 0.4016, top5_acc: 0.6742, loss_cls: 2.6009, loss: 2.6009, grad_norm: 5.8224 2020-07-25 16:29:13,308 - mmaction - INFO - Epoch [7][800/3757] lr: 1.000e-02, eta: 8 days, 6:43:47, time: 1.986, data_time: 0.833, memory: 5170, top1_acc: 0.4102, top5_acc: 0.6922, loss_cls: 2.5674, loss: 2.5674, grad_norm: 5.7162 2020-07-25 16:29:52,656 - mmaction - INFO - Epoch [7][820/3757] lr: 1.000e-02, eta: 8 days, 6:42:46, time: 1.965, data_time: 0.964, memory: 5170, top1_acc: 0.4016, top5_acc: 0.6594, loss_cls: 2.6589, loss: 2.6589, grad_norm: 5.8136 2020-07-25 16:30:34,268 - mmaction - INFO - Epoch [7][840/3757] lr: 1.000e-02, eta: 8 days, 6:42:21, time: 2.080, data_time: 0.549, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6586, loss_cls: 2.6316, loss: 2.6316, grad_norm: 5.6241 2020-07-25 16:31:15,248 - mmaction - INFO - Epoch [7][860/3757] lr: 1.000e-02, eta: 8 days, 6:41:46, time: 2.050, data_time: 0.461, memory: 5170, top1_acc: 0.4008, top5_acc: 0.6602, loss_cls: 2.6296, loss: 2.6296, grad_norm: 5.6063 2020-07-25 16:31:54,104 - mmaction - INFO - Epoch [7][880/3757] lr: 1.000e-02, eta: 8 days, 6:40:40, time: 1.944, data_time: 0.833, memory: 5170, top1_acc: 0.3875, top5_acc: 0.6398, loss_cls: 2.6929, loss: 2.6929, grad_norm: 5.7055 2020-07-25 16:32:32,438 - mmaction - INFO - Epoch [7][900/3757] lr: 1.000e-02, eta: 8 days, 6:39:24, time: 1.914, data_time: 0.039, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6781, loss_cls: 2.5765, loss: 2.5765, grad_norm: 5.6887 2020-07-25 16:33:09,549 - mmaction - INFO - Epoch [7][920/3757] lr: 1.000e-02, eta: 8 days, 6:37:52, time: 1.858, data_time: 0.006, memory: 5170, top1_acc: 0.4211, top5_acc: 0.6695, loss_cls: 2.6051, loss: 2.6051, grad_norm: 5.5674 2020-07-25 16:33:51,038 - mmaction - INFO - Epoch [7][940/3757] lr: 1.000e-02, eta: 8 days, 6:37:24, time: 2.071, data_time: 0.007, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6820, loss_cls: 2.4730, loss: 2.4730, grad_norm: 5.4755 2020-07-25 16:34:31,524 - mmaction - INFO - Epoch [7][960/3757] lr: 1.000e-02, eta: 8 days, 6:36:42, time: 2.026, data_time: 0.005, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6828, loss_cls: 2.5792, loss: 2.5792, grad_norm: 5.6240 2020-07-25 16:35:11,448 - mmaction - INFO - Epoch [7][980/3757] lr: 1.000e-02, eta: 8 days, 6:35:51, time: 1.995, data_time: 0.002, memory: 5170, top1_acc: 0.4164, top5_acc: 0.6656, loss_cls: 2.5417, loss: 2.5417, grad_norm: 5.6327 2020-07-25 16:35:48,292 - mmaction - INFO - Epoch [7][1000/3757] lr: 1.000e-02, eta: 8 days, 6:34:12, time: 1.837, data_time: 0.004, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6719, loss_cls: 2.5898, loss: 2.5898, grad_norm: 5.6960 2020-07-25 16:36:29,232 - mmaction - INFO - Epoch [7][1020/3757] lr: 1.000e-02, eta: 8 days, 6:33:38, time: 2.052, data_time: 0.009, memory: 5170, top1_acc: 0.4109, top5_acc: 0.6570, loss_cls: 2.6732, loss: 2.6732, grad_norm: 5.6796 2020-07-25 16:37:08,184 - mmaction - INFO - Epoch [7][1040/3757] lr: 1.000e-02, eta: 8 days, 6:32:31, time: 1.941, data_time: 0.010, memory: 5170, top1_acc: 0.4102, top5_acc: 0.6680, loss_cls: 2.6096, loss: 2.6096, grad_norm: 5.5721 2020-07-25 16:37:47,253 - mmaction - INFO - Epoch [7][1060/3757] lr: 1.000e-02, eta: 8 days, 6:31:29, time: 1.958, data_time: 0.105, memory: 5170, top1_acc: 0.4195, top5_acc: 0.6758, loss_cls: 2.5816, loss: 2.5816, grad_norm: 5.6867 2020-07-25 16:38:24,630 - mmaction - INFO - Epoch [7][1080/3757] lr: 1.000e-02, eta: 8 days, 6:29:59, time: 1.866, data_time: 0.011, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6867, loss_cls: 2.5042, loss: 2.5042, grad_norm: 5.5511 2020-07-25 16:39:05,834 - mmaction - INFO - Epoch [7][1100/3757] lr: 1.000e-02, eta: 8 days, 6:29:30, time: 2.067, data_time: 0.010, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6820, loss_cls: 2.5666, loss: 2.5666, grad_norm: 5.7470 2020-07-25 16:39:46,744 - mmaction - INFO - Epoch [7][1120/3757] lr: 1.000e-02, eta: 8 days, 6:28:52, time: 2.037, data_time: 0.008, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6500, loss_cls: 2.6579, loss: 2.6579, grad_norm: 5.7379 2020-07-25 16:40:28,041 - mmaction - INFO - Epoch [7][1140/3757] lr: 1.000e-02, eta: 8 days, 6:28:23, time: 2.069, data_time: 0.010, memory: 5170, top1_acc: 0.4117, top5_acc: 0.6453, loss_cls: 2.6097, loss: 2.6097, grad_norm: 5.6415 2020-07-25 16:41:06,111 - mmaction - INFO - Epoch [7][1160/3757] lr: 1.000e-02, eta: 8 days, 6:27:05, time: 1.905, data_time: 0.007, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6844, loss_cls: 2.4971, loss: 2.4971, grad_norm: 5.5583 2020-07-25 16:41:43,873 - mmaction - INFO - Epoch [7][1180/3757] lr: 1.000e-02, eta: 8 days, 6:25:41, time: 1.882, data_time: 0.010, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6867, loss_cls: 2.5542, loss: 2.5542, grad_norm: 5.6141 2020-07-25 16:42:21,113 - mmaction - INFO - Epoch [7][1200/3757] lr: 1.000e-02, eta: 8 days, 6:24:11, time: 1.866, data_time: 0.423, memory: 5170, top1_acc: 0.3977, top5_acc: 0.6555, loss_cls: 2.6164, loss: 2.6164, grad_norm: 5.7501 2020-07-25 16:43:00,343 - mmaction - INFO - Epoch [7][1220/3757] lr: 1.000e-02, eta: 8 days, 6:23:12, time: 1.966, data_time: 0.921, memory: 5170, top1_acc: 0.3984, top5_acc: 0.6656, loss_cls: 2.6393, loss: 2.6393, grad_norm: 5.7029 2020-07-25 16:43:41,748 - mmaction - INFO - Epoch [7][1240/3757] lr: 1.000e-02, eta: 8 days, 6:22:44, time: 2.070, data_time: 0.079, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6625, loss_cls: 2.5882, loss: 2.5882, grad_norm: 5.5181 2020-07-25 16:44:19,301 - mmaction - INFO - Epoch [7][1260/3757] lr: 1.000e-02, eta: 8 days, 6:21:15, time: 1.869, data_time: 0.014, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6766, loss_cls: 2.5372, loss: 2.5372, grad_norm: 5.5057 2020-07-25 16:44:59,684 - mmaction - INFO - Epoch [7][1280/3757] lr: 1.000e-02, eta: 8 days, 6:20:33, time: 2.023, data_time: 0.041, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6766, loss_cls: 2.5586, loss: 2.5586, grad_norm: 5.6007 2020-07-25 16:45:36,594 - mmaction - INFO - Epoch [7][1300/3757] lr: 1.000e-02, eta: 8 days, 6:18:59, time: 1.848, data_time: 0.012, memory: 5170, top1_acc: 0.4141, top5_acc: 0.6789, loss_cls: 2.5925, loss: 2.5925, grad_norm: 5.7057 2020-07-25 16:46:13,195 - mmaction - INFO - Epoch [7][1320/3757] lr: 1.000e-02, eta: 8 days, 6:17:20, time: 1.833, data_time: 0.523, memory: 5170, top1_acc: 0.3984, top5_acc: 0.6477, loss_cls: 2.7032, loss: 2.7032, grad_norm: 5.7816 2020-07-25 16:46:55,148 - mmaction - INFO - Epoch [7][1340/3757] lr: 1.000e-02, eta: 8 days, 6:16:58, time: 2.090, data_time: 0.524, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6828, loss_cls: 2.5762, loss: 2.5762, grad_norm: 5.7171 2020-07-25 16:47:34,010 - mmaction - INFO - Epoch [7][1360/3757] lr: 1.000e-02, eta: 8 days, 6:15:54, time: 1.951, data_time: 0.545, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6836, loss_cls: 2.5768, loss: 2.5768, grad_norm: 5.6362 2020-07-25 16:48:13,900 - mmaction - INFO - Epoch [7][1380/3757] lr: 1.000e-02, eta: 8 days, 6:15:03, time: 1.991, data_time: 0.224, memory: 5170, top1_acc: 0.4453, top5_acc: 0.6703, loss_cls: 2.5804, loss: 2.5804, grad_norm: 5.5377 2020-07-25 16:48:52,946 - mmaction - INFO - Epoch [7][1400/3757] lr: 1.000e-02, eta: 8 days, 6:14:00, time: 1.956, data_time: 0.164, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6813, loss_cls: 2.5812, loss: 2.5812, grad_norm: 5.6983 2020-07-25 16:49:31,621 - mmaction - INFO - Epoch [7][1420/3757] lr: 1.000e-02, eta: 8 days, 6:12:50, time: 1.928, data_time: 1.280, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6734, loss_cls: 2.5792, loss: 2.5792, grad_norm: 5.5361 2020-07-25 16:50:09,125 - mmaction - INFO - Epoch [7][1440/3757] lr: 1.000e-02, eta: 8 days, 6:11:26, time: 1.880, data_time: 1.186, memory: 5170, top1_acc: 0.3805, top5_acc: 0.6617, loss_cls: 2.6468, loss: 2.6468, grad_norm: 5.7939 2020-07-25 16:50:48,601 - mmaction - INFO - Epoch [7][1460/3757] lr: 1.000e-02, eta: 8 days, 6:10:29, time: 1.973, data_time: 0.365, memory: 5170, top1_acc: 0.4500, top5_acc: 0.7023, loss_cls: 2.4812, loss: 2.4812, grad_norm: 5.7819 2020-07-25 16:51:26,434 - mmaction - INFO - Epoch [7][1480/3757] lr: 1.000e-02, eta: 8 days, 6:09:09, time: 1.892, data_time: 0.330, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6633, loss_cls: 2.5850, loss: 2.5850, grad_norm: 5.6825 2020-07-25 16:52:07,204 - mmaction - INFO - Epoch [7][1500/3757] lr: 1.000e-02, eta: 8 days, 6:08:31, time: 2.039, data_time: 0.014, memory: 5170, top1_acc: 0.3953, top5_acc: 0.6555, loss_cls: 2.6576, loss: 2.6576, grad_norm: 5.7295 2020-07-25 16:52:47,204 - mmaction - INFO - Epoch [7][1520/3757] lr: 1.000e-02, eta: 8 days, 6:07:42, time: 2.000, data_time: 0.003, memory: 5170, top1_acc: 0.4031, top5_acc: 0.6695, loss_cls: 2.6021, loss: 2.6021, grad_norm: 5.7352 2020-07-25 16:53:28,295 - mmaction - INFO - Epoch [7][1540/3757] lr: 1.000e-02, eta: 8 days, 6:07:08, time: 2.052, data_time: 0.013, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6594, loss_cls: 2.5998, loss: 2.5998, grad_norm: 5.5153 2020-07-25 16:54:06,958 - mmaction - INFO - Epoch [7][1560/3757] lr: 1.000e-02, eta: 8 days, 6:06:01, time: 1.937, data_time: 0.013, memory: 5170, top1_acc: 0.4023, top5_acc: 0.6758, loss_cls: 2.6442, loss: 2.6442, grad_norm: 5.7037 2020-07-25 16:54:44,078 - mmaction - INFO - Epoch [7][1580/3757] lr: 1.000e-02, eta: 8 days, 6:04:30, time: 1.855, data_time: 0.004, memory: 5170, top1_acc: 0.3953, top5_acc: 0.6633, loss_cls: 2.6147, loss: 2.6147, grad_norm: 5.6815 2020-07-25 16:55:23,746 - mmaction - INFO - Epoch [7][1600/3757] lr: 1.000e-02, eta: 8 days, 6:03:36, time: 1.982, data_time: 0.018, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6805, loss_cls: 2.6119, loss: 2.6119, grad_norm: 5.5953 2020-07-25 16:56:01,946 - mmaction - INFO - Epoch [7][1620/3757] lr: 1.000e-02, eta: 8 days, 6:02:22, time: 1.913, data_time: 0.488, memory: 5170, top1_acc: 0.4211, top5_acc: 0.6617, loss_cls: 2.5793, loss: 2.5793, grad_norm: 5.5750 2020-07-25 16:56:41,327 - mmaction - INFO - Epoch [7][1640/3757] lr: 1.000e-02, eta: 8 days, 6:01:22, time: 1.962, data_time: 1.167, memory: 5170, top1_acc: 0.4289, top5_acc: 0.6852, loss_cls: 2.5358, loss: 2.5358, grad_norm: 5.6332 2020-07-25 16:57:19,405 - mmaction - INFO - Epoch [7][1660/3757] lr: 1.000e-02, eta: 8 days, 6:00:07, time: 1.909, data_time: 0.712, memory: 5170, top1_acc: 0.4031, top5_acc: 0.6766, loss_cls: 2.6027, loss: 2.6027, grad_norm: 5.7203 2020-07-25 16:57:58,864 - mmaction - INFO - Epoch [7][1680/3757] lr: 1.000e-02, eta: 8 days, 5:59:11, time: 1.975, data_time: 0.776, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6852, loss_cls: 2.5173, loss: 2.5173, grad_norm: 5.6535 2020-07-25 16:58:40,571 - mmaction - INFO - Epoch [7][1700/3757] lr: 1.000e-02, eta: 8 days, 5:58:46, time: 2.080, data_time: 0.750, memory: 5170, top1_acc: 0.3891, top5_acc: 0.6500, loss_cls: 2.7095, loss: 2.7095, grad_norm: 5.7701 2020-07-25 16:59:17,354 - mmaction - INFO - Epoch [7][1720/3757] lr: 1.000e-02, eta: 8 days, 5:57:12, time: 1.844, data_time: 0.644, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6602, loss_cls: 2.6312, loss: 2.6312, grad_norm: 5.7396 2020-07-25 16:59:56,317 - mmaction - INFO - Epoch [7][1740/3757] lr: 1.000e-02, eta: 8 days, 5:56:06, time: 1.941, data_time: 0.479, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6836, loss_cls: 2.5153, loss: 2.5153, grad_norm: 5.6577 2020-07-25 17:00:37,670 - mmaction - INFO - Epoch [7][1760/3757] lr: 1.000e-02, eta: 8 days, 5:55:34, time: 2.057, data_time: 0.247, memory: 5170, top1_acc: 0.3945, top5_acc: 0.6570, loss_cls: 2.6409, loss: 2.6409, grad_norm: 5.7593 2020-07-25 17:01:13,609 - mmaction - INFO - Epoch [7][1780/3757] lr: 1.000e-02, eta: 8 days, 5:53:52, time: 1.813, data_time: 0.769, memory: 5170, top1_acc: 0.4195, top5_acc: 0.6578, loss_cls: 2.6692, loss: 2.6692, grad_norm: 5.5608 2020-07-25 17:01:54,643 - mmaction - INFO - Epoch [7][1800/3757] lr: 1.000e-02, eta: 8 days, 5:53:19, time: 2.053, data_time: 1.173, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6555, loss_cls: 2.6412, loss: 2.6412, grad_norm: 5.6005 2020-07-25 17:02:34,813 - mmaction - INFO - Epoch [7][1820/3757] lr: 1.000e-02, eta: 8 days, 5:52:32, time: 2.007, data_time: 0.685, memory: 5170, top1_acc: 0.4141, top5_acc: 0.6789, loss_cls: 2.5630, loss: 2.5630, grad_norm: 5.4234 2020-07-25 17:03:14,306 - mmaction - INFO - Epoch [7][1840/3757] lr: 1.000e-02, eta: 8 days, 5:51:36, time: 1.974, data_time: 1.251, memory: 5170, top1_acc: 0.4023, top5_acc: 0.6508, loss_cls: 2.6566, loss: 2.6566, grad_norm: 5.5628 2020-07-25 17:03:57,017 - mmaction - INFO - Epoch [7][1860/3757] lr: 1.000e-02, eta: 8 days, 5:51:26, time: 2.132, data_time: 0.165, memory: 5170, top1_acc: 0.4180, top5_acc: 0.6828, loss_cls: 2.5371, loss: 2.5371, grad_norm: 5.4853 2020-07-25 17:04:35,997 - mmaction - INFO - Epoch [7][1880/3757] lr: 1.000e-02, eta: 8 days, 5:50:24, time: 1.953, data_time: 0.010, memory: 5170, top1_acc: 0.4172, top5_acc: 0.6695, loss_cls: 2.5907, loss: 2.5907, grad_norm: 5.6496 2020-07-25 17:05:14,326 - mmaction - INFO - Epoch [7][1900/3757] lr: 1.000e-02, eta: 8 days, 5:49:10, time: 1.911, data_time: 0.008, memory: 5170, top1_acc: 0.4094, top5_acc: 0.6602, loss_cls: 2.6726, loss: 2.6726, grad_norm: 5.6036 2020-07-25 17:05:50,834 - mmaction - INFO - Epoch [7][1920/3757] lr: 1.000e-02, eta: 8 days, 5:47:33, time: 1.831, data_time: 0.176, memory: 5170, top1_acc: 0.4234, top5_acc: 0.6852, loss_cls: 2.5675, loss: 2.5675, grad_norm: 5.5439 2020-07-25 17:06:32,969 - mmaction - INFO - Epoch [7][1940/3757] lr: 1.000e-02, eta: 8 days, 5:47:12, time: 2.098, data_time: 0.095, memory: 5170, top1_acc: 0.4328, top5_acc: 0.6789, loss_cls: 2.5645, loss: 2.5645, grad_norm: 5.5037 2020-07-25 17:07:10,308 - mmaction - INFO - Epoch [7][1960/3757] lr: 1.000e-02, eta: 8 days, 5:45:46, time: 1.868, data_time: 0.013, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6750, loss_cls: 2.5477, loss: 2.5477, grad_norm: 5.4543 2020-07-25 17:07:50,662 - mmaction - INFO - Epoch [7][1980/3757] lr: 1.000e-02, eta: 8 days, 5:45:05, time: 2.023, data_time: 0.021, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6828, loss_cls: 2.5396, loss: 2.5396, grad_norm: 5.5414 2020-07-25 17:08:30,683 - mmaction - INFO - Epoch [7][2000/3757] lr: 1.000e-02, eta: 8 days, 5:44:15, time: 1.997, data_time: 0.011, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6727, loss_cls: 2.5824, loss: 2.5824, grad_norm: 5.4850 2020-07-25 17:09:09,468 - mmaction - INFO - Epoch [7][2020/3757] lr: 1.000e-02, eta: 8 days, 5:43:12, time: 1.946, data_time: 0.395, memory: 5170, top1_acc: 0.4102, top5_acc: 0.6672, loss_cls: 2.6273, loss: 2.6273, grad_norm: 5.4507 2020-07-25 17:09:51,887 - mmaction - INFO - Epoch [7][2040/3757] lr: 1.000e-02, eta: 8 days, 5:42:58, time: 2.121, data_time: 0.421, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6742, loss_cls: 2.6003, loss: 2.6003, grad_norm: 5.5240 2020-07-25 17:10:29,007 - mmaction - INFO - Epoch [7][2060/3757] lr: 1.000e-02, eta: 8 days, 5:41:27, time: 1.849, data_time: 0.028, memory: 5170, top1_acc: 0.3930, top5_acc: 0.6586, loss_cls: 2.6367, loss: 2.6367, grad_norm: 5.6111 2020-07-25 17:11:10,469 - mmaction - INFO - Epoch [7][2080/3757] lr: 1.000e-02, eta: 8 days, 5:41:00, time: 2.077, data_time: 0.023, memory: 5170, top1_acc: 0.4102, top5_acc: 0.6664, loss_cls: 2.5687, loss: 2.5687, grad_norm: 5.5408 2020-07-25 17:11:41,349 - mmaction - INFO - Epoch [7][2100/3757] lr: 1.000e-02, eta: 8 days, 5:38:01, time: 1.541, data_time: 0.009, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6609, loss_cls: 2.6024, loss: 2.6024, grad_norm: 5.7164 2020-07-25 17:12:23,532 - mmaction - INFO - Epoch [7][2120/3757] lr: 1.000e-02, eta: 8 days, 5:37:46, time: 2.115, data_time: 0.044, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6516, loss_cls: 2.6135, loss: 2.6135, grad_norm: 5.4879 2020-07-25 17:13:02,726 - mmaction - INFO - Epoch [7][2140/3757] lr: 1.000e-02, eta: 8 days, 5:36:46, time: 1.959, data_time: 0.008, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6945, loss_cls: 2.5033, loss: 2.5033, grad_norm: 5.5572 2020-07-25 17:13:39,625 - mmaction - INFO - Epoch [7][2160/3757] lr: 1.000e-02, eta: 8 days, 5:35:14, time: 1.845, data_time: 0.832, memory: 5170, top1_acc: 0.4437, top5_acc: 0.6711, loss_cls: 2.4960, loss: 2.4960, grad_norm: 5.5432 2020-07-25 17:14:19,401 - mmaction - INFO - Epoch [7][2180/3757] lr: 1.000e-02, eta: 8 days, 5:34:23, time: 1.990, data_time: 0.900, memory: 5170, top1_acc: 0.3992, top5_acc: 0.6648, loss_cls: 2.5959, loss: 2.5959, grad_norm: 5.6691 2020-07-25 17:14:58,546 - mmaction - INFO - Epoch [7][2200/3757] lr: 1.000e-02, eta: 8 days, 5:33:23, time: 1.957, data_time: 0.691, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6836, loss_cls: 2.5201, loss: 2.5201, grad_norm: 5.5004 2020-07-25 17:15:37,460 - mmaction - INFO - Epoch [7][2220/3757] lr: 1.000e-02, eta: 8 days, 5:32:17, time: 1.937, data_time: 1.057, memory: 5170, top1_acc: 0.4234, top5_acc: 0.6789, loss_cls: 2.5296, loss: 2.5296, grad_norm: 5.5093 2020-07-25 17:16:16,883 - mmaction - INFO - Epoch [7][2240/3757] lr: 1.000e-02, eta: 8 days, 5:31:23, time: 1.979, data_time: 1.395, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6742, loss_cls: 2.6039, loss: 2.6039, grad_norm: 5.5303 2020-07-25 17:16:52,599 - mmaction - INFO - Epoch [7][2260/3757] lr: 1.000e-02, eta: 8 days, 5:29:32, time: 1.779, data_time: 0.659, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6625, loss_cls: 2.6402, loss: 2.6402, grad_norm: 5.5277 2020-07-25 17:17:34,694 - mmaction - INFO - Epoch [7][2280/3757] lr: 1.000e-02, eta: 8 days, 5:29:16, time: 2.111, data_time: 0.046, memory: 5170, top1_acc: 0.4336, top5_acc: 0.6695, loss_cls: 2.5343, loss: 2.5343, grad_norm: 5.5707 2020-07-25 17:18:15,643 - mmaction - INFO - Epoch [7][2300/3757] lr: 1.000e-02, eta: 8 days, 5:28:42, time: 2.048, data_time: 0.217, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6914, loss_cls: 2.5036, loss: 2.5036, grad_norm: 5.6246 2020-07-25 17:18:52,237 - mmaction - INFO - Epoch [7][2320/3757] lr: 1.000e-02, eta: 8 days, 5:27:05, time: 1.826, data_time: 0.025, memory: 5170, top1_acc: 0.4570, top5_acc: 0.6953, loss_cls: 2.4600, loss: 2.4600, grad_norm: 5.5546 2020-07-25 17:19:29,642 - mmaction - INFO - Epoch [7][2340/3757] lr: 1.000e-02, eta: 8 days, 5:25:41, time: 1.875, data_time: 0.007, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6844, loss_cls: 2.5804, loss: 2.5804, grad_norm: 5.7095 2020-07-25 17:20:10,426 - mmaction - INFO - Epoch [7][2360/3757] lr: 1.000e-02, eta: 8 days, 5:25:04, time: 2.039, data_time: 0.008, memory: 5170, top1_acc: 0.3836, top5_acc: 0.6516, loss_cls: 2.6857, loss: 2.6857, grad_norm: 5.7887 2020-07-25 17:20:50,584 - mmaction - INFO - Epoch [7][2380/3757] lr: 1.000e-02, eta: 8 days, 5:24:19, time: 2.007, data_time: 0.003, memory: 5170, top1_acc: 0.4102, top5_acc: 0.6687, loss_cls: 2.6516, loss: 2.6516, grad_norm: 5.7134 2020-07-25 17:21:26,907 - mmaction - INFO - Epoch [7][2400/3757] lr: 1.000e-02, eta: 8 days, 5:22:39, time: 1.817, data_time: 0.126, memory: 5170, top1_acc: 0.3953, top5_acc: 0.6586, loss_cls: 2.6594, loss: 2.6594, grad_norm: 5.5995 2020-07-25 17:22:04,949 - mmaction - INFO - Epoch [7][2420/3757] lr: 1.000e-02, eta: 8 days, 5:21:23, time: 1.898, data_time: 0.273, memory: 5170, top1_acc: 0.4023, top5_acc: 0.6680, loss_cls: 2.5895, loss: 2.5895, grad_norm: 5.5658 2020-07-25 17:22:42,033 - mmaction - INFO - Epoch [7][2440/3757] lr: 1.000e-02, eta: 8 days, 5:19:55, time: 1.859, data_time: 0.069, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6828, loss_cls: 2.5396, loss: 2.5396, grad_norm: 5.5863 2020-07-25 17:23:19,692 - mmaction - INFO - Epoch [7][2460/3757] lr: 1.000e-02, eta: 8 days, 5:18:35, time: 1.883, data_time: 0.003, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6687, loss_cls: 2.6246, loss: 2.6246, grad_norm: 5.6356 2020-07-25 17:24:00,532 - mmaction - INFO - Epoch [7][2480/3757] lr: 1.000e-02, eta: 8 days, 5:17:57, time: 2.033, data_time: 0.378, memory: 5170, top1_acc: 0.3797, top5_acc: 0.6531, loss_cls: 2.6969, loss: 2.6969, grad_norm: 5.7441 2020-07-25 17:24:43,071 - mmaction - INFO - Epoch [7][2500/3757] lr: 1.000e-02, eta: 8 days, 5:17:46, time: 2.133, data_time: 1.447, memory: 5170, top1_acc: 0.4094, top5_acc: 0.6680, loss_cls: 2.6332, loss: 2.6332, grad_norm: 5.6315 2020-07-25 17:25:18,866 - mmaction - INFO - Epoch [7][2520/3757] lr: 1.000e-02, eta: 8 days, 5:16:00, time: 1.791, data_time: 1.227, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6836, loss_cls: 2.5372, loss: 2.5372, grad_norm: 5.4206 2020-07-25 17:25:59,276 - mmaction - INFO - Epoch [7][2540/3757] lr: 1.000e-02, eta: 8 days, 5:15:18, time: 2.020, data_time: 1.319, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6906, loss_cls: 2.5106, loss: 2.5106, grad_norm: 5.6135 2020-07-25 17:26:39,814 - mmaction - INFO - Epoch [7][2560/3757] lr: 1.000e-02, eta: 8 days, 5:14:37, time: 2.022, data_time: 1.245, memory: 5170, top1_acc: 0.4234, top5_acc: 0.6859, loss_cls: 2.5247, loss: 2.5247, grad_norm: 5.6777 2020-07-25 17:27:14,485 - mmaction - INFO - Epoch [7][2580/3757] lr: 1.000e-02, eta: 8 days, 5:12:36, time: 1.739, data_time: 0.605, memory: 5170, top1_acc: 0.4055, top5_acc: 0.6609, loss_cls: 2.6161, loss: 2.6161, grad_norm: 5.6624 2020-07-25 17:27:55,450 - mmaction - INFO - Epoch [7][2600/3757] lr: 1.000e-02, eta: 8 days, 5:12:03, time: 2.049, data_time: 0.482, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6797, loss_cls: 2.5324, loss: 2.5324, grad_norm: 5.5853 2020-07-25 17:28:36,066 - mmaction - INFO - Epoch [7][2620/3757] lr: 1.000e-02, eta: 8 days, 5:11:23, time: 2.030, data_time: 0.129, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6766, loss_cls: 2.5507, loss: 2.5507, grad_norm: 5.6713 2020-07-25 17:29:11,870 - mmaction - INFO - Epoch [7][2640/3757] lr: 1.000e-02, eta: 8 days, 5:09:35, time: 1.783, data_time: 0.007, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6625, loss_cls: 2.5944, loss: 2.5944, grad_norm: 5.6324 2020-07-25 17:29:53,310 - mmaction - INFO - Epoch [7][2660/3757] lr: 1.000e-02, eta: 8 days, 5:09:09, time: 2.077, data_time: 0.010, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6539, loss_cls: 2.6221, loss: 2.6221, grad_norm: 5.7605 2020-07-25 17:30:34,741 - mmaction - INFO - Epoch [7][2680/3757] lr: 1.000e-02, eta: 8 days, 5:08:42, time: 2.073, data_time: 0.009, memory: 5170, top1_acc: 0.4180, top5_acc: 0.6703, loss_cls: 2.6619, loss: 2.6619, grad_norm: 5.6303 2020-07-25 17:31:09,608 - mmaction - INFO - Epoch [7][2700/3757] lr: 1.000e-02, eta: 8 days, 5:06:44, time: 1.743, data_time: 0.010, memory: 5170, top1_acc: 0.4148, top5_acc: 0.6828, loss_cls: 2.5496, loss: 2.5496, grad_norm: 5.6444 2020-07-25 17:31:49,911 - mmaction - INFO - Epoch [7][2720/3757] lr: 1.000e-02, eta: 8 days, 5:05:58, time: 2.008, data_time: 0.011, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6727, loss_cls: 2.5789, loss: 2.5789, grad_norm: 5.5548 2020-07-25 17:32:29,205 - mmaction - INFO - Epoch [7][2740/3757] lr: 1.000e-02, eta: 8 days, 5:05:02, time: 1.967, data_time: 0.011, memory: 5170, top1_acc: 0.4492, top5_acc: 0.6914, loss_cls: 2.4964, loss: 2.4964, grad_norm: 5.6380 2020-07-25 17:33:03,764 - mmaction - INFO - Epoch [7][2760/3757] lr: 1.000e-02, eta: 8 days, 5:03:01, time: 1.733, data_time: 0.010, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6836, loss_cls: 2.4888, loss: 2.4888, grad_norm: 5.6489 2020-07-25 17:33:47,116 - mmaction - INFO - Epoch [7][2780/3757] lr: 1.000e-02, eta: 8 days, 5:02:59, time: 2.165, data_time: 0.009, memory: 5170, top1_acc: 0.4195, top5_acc: 0.6695, loss_cls: 2.5716, loss: 2.5716, grad_norm: 5.6396 2020-07-25 17:34:22,414 - mmaction - INFO - Epoch [7][2800/3757] lr: 1.000e-02, eta: 8 days, 5:01:06, time: 1.762, data_time: 0.007, memory: 5170, top1_acc: 0.4344, top5_acc: 0.6719, loss_cls: 2.5601, loss: 2.5601, grad_norm: 5.7477 2020-07-25 17:35:01,217 - mmaction - INFO - Epoch [7][2820/3757] lr: 1.000e-02, eta: 8 days, 5:00:04, time: 1.945, data_time: 0.322, memory: 5170, top1_acc: 0.4180, top5_acc: 0.6734, loss_cls: 2.5684, loss: 2.5684, grad_norm: 5.5756 2020-07-25 17:35:39,474 - mmaction - INFO - Epoch [7][2840/3757] lr: 1.000e-02, eta: 8 days, 4:58:53, time: 1.914, data_time: 0.619, memory: 5170, top1_acc: 0.4477, top5_acc: 0.6805, loss_cls: 2.4965, loss: 2.4965, grad_norm: 5.4286 2020-07-25 17:36:16,871 - mmaction - INFO - Epoch [7][2860/3757] lr: 1.000e-02, eta: 8 days, 4:57:28, time: 1.863, data_time: 0.218, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6859, loss_cls: 2.5816, loss: 2.5816, grad_norm: 5.6298 2020-07-25 17:36:56,597 - mmaction - INFO - Epoch [7][2880/3757] lr: 1.000e-02, eta: 8 days, 4:56:39, time: 1.993, data_time: 0.026, memory: 5170, top1_acc: 0.4172, top5_acc: 0.6742, loss_cls: 2.5733, loss: 2.5733, grad_norm: 5.5524 2020-07-25 17:37:33,882 - mmaction - INFO - Epoch [7][2900/3757] lr: 1.000e-02, eta: 8 days, 4:55:14, time: 1.864, data_time: 0.002, memory: 5170, top1_acc: 0.3867, top5_acc: 0.6758, loss_cls: 2.6186, loss: 2.6186, grad_norm: 5.7093 2020-07-25 17:38:13,372 - mmaction - INFO - Epoch [7][2920/3757] lr: 1.000e-02, eta: 8 days, 4:54:19, time: 1.970, data_time: 0.006, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6813, loss_cls: 2.5696, loss: 2.5696, grad_norm: 5.4715 2020-07-25 17:38:54,870 - mmaction - INFO - Epoch [7][2940/3757] lr: 1.000e-02, eta: 8 days, 4:53:51, time: 2.072, data_time: 0.010, memory: 5170, top1_acc: 0.4070, top5_acc: 0.6523, loss_cls: 2.6300, loss: 2.6300, grad_norm: 5.5689 2020-07-25 17:39:31,160 - mmaction - INFO - Epoch [7][2960/3757] lr: 1.000e-02, eta: 8 days, 4:52:15, time: 1.822, data_time: 0.011, memory: 5170, top1_acc: 0.4133, top5_acc: 0.6664, loss_cls: 2.5520, loss: 2.5520, grad_norm: 5.4931 2020-07-25 17:40:11,934 - mmaction - INFO - Epoch [7][2980/3757] lr: 1.000e-02, eta: 8 days, 4:51:39, time: 2.040, data_time: 0.036, memory: 5170, top1_acc: 0.4148, top5_acc: 0.6719, loss_cls: 2.6005, loss: 2.6005, grad_norm: 5.6650 2020-07-25 17:40:51,007 - mmaction - INFO - Epoch [7][3000/3757] lr: 1.000e-02, eta: 8 days, 4:50:39, time: 1.953, data_time: 0.207, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6898, loss_cls: 2.5454, loss: 2.5454, grad_norm: 5.6100 2020-07-25 17:41:29,999 - mmaction - INFO - Epoch [7][3020/3757] lr: 1.000e-02, eta: 8 days, 4:49:36, time: 1.940, data_time: 0.037, memory: 5170, top1_acc: 0.4211, top5_acc: 0.6969, loss_cls: 2.5281, loss: 2.5281, grad_norm: 5.7272 2020-07-25 17:42:07,617 - mmaction - INFO - Epoch [7][3040/3757] lr: 1.000e-02, eta: 8 days, 4:48:19, time: 1.891, data_time: 0.013, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6875, loss_cls: 2.5040, loss: 2.5040, grad_norm: 5.4974 2020-07-25 17:42:46,153 - mmaction - INFO - Epoch [7][3060/3757] lr: 1.000e-02, eta: 8 days, 4:47:10, time: 1.919, data_time: 0.007, memory: 5170, top1_acc: 0.4000, top5_acc: 0.6820, loss_cls: 2.5958, loss: 2.5958, grad_norm: 5.5482 2020-07-25 17:43:28,674 - mmaction - INFO - Epoch [7][3080/3757] lr: 1.000e-02, eta: 8 days, 4:47:00, time: 2.134, data_time: 0.023, memory: 5170, top1_acc: 0.4484, top5_acc: 0.6969, loss_cls: 2.4024, loss: 2.4024, grad_norm: 5.4532 2020-07-25 17:44:05,713 - mmaction - INFO - Epoch [7][3100/3757] lr: 1.000e-02, eta: 8 days, 4:45:32, time: 1.851, data_time: 0.007, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6680, loss_cls: 2.5451, loss: 2.5451, grad_norm: 5.6097 2020-07-25 17:44:43,257 - mmaction - INFO - Epoch [7][3120/3757] lr: 1.000e-02, eta: 8 days, 4:44:12, time: 1.877, data_time: 0.004, memory: 5170, top1_acc: 0.3953, top5_acc: 0.6742, loss_cls: 2.6718, loss: 2.6718, grad_norm: 5.6613 2020-07-25 17:45:22,645 - mmaction - INFO - Epoch [7][3140/3757] lr: 1.000e-02, eta: 8 days, 4:43:16, time: 1.968, data_time: 0.113, memory: 5170, top1_acc: 0.4531, top5_acc: 0.6969, loss_cls: 2.5101, loss: 2.5101, grad_norm: 5.5720 2020-07-25 17:46:01,798 - mmaction - INFO - Epoch [7][3160/3757] lr: 1.000e-02, eta: 8 days, 4:42:18, time: 1.960, data_time: 0.196, memory: 5170, top1_acc: 0.4281, top5_acc: 0.6797, loss_cls: 2.5250, loss: 2.5250, grad_norm: 5.6095 2020-07-25 17:46:41,133 - mmaction - INFO - Epoch [7][3180/3757] lr: 1.000e-02, eta: 8 days, 4:41:22, time: 1.964, data_time: 0.085, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6789, loss_cls: 2.5478, loss: 2.5478, grad_norm: 5.6512 2020-07-25 17:47:21,134 - mmaction - INFO - Epoch [7][3200/3757] lr: 1.000e-02, eta: 8 days, 4:40:36, time: 2.002, data_time: 0.008, memory: 5170, top1_acc: 0.4328, top5_acc: 0.6844, loss_cls: 2.5067, loss: 2.5067, grad_norm: 5.5278 2020-07-25 17:47:58,831 - mmaction - INFO - Epoch [7][3220/3757] lr: 1.000e-02, eta: 8 days, 4:39:15, time: 1.877, data_time: 0.010, memory: 5170, top1_acc: 0.3914, top5_acc: 0.6531, loss_cls: 2.7220, loss: 2.7220, grad_norm: 5.7421 2020-07-25 17:48:40,620 - mmaction - INFO - Epoch [7][3240/3757] lr: 1.000e-02, eta: 8 days, 4:38:54, time: 2.095, data_time: 0.012, memory: 5170, top1_acc: 0.4039, top5_acc: 0.6562, loss_cls: 2.6177, loss: 2.6177, grad_norm: 5.5747 2020-07-25 17:49:17,495 - mmaction - INFO - Epoch [7][3260/3757] lr: 1.000e-02, eta: 8 days, 4:37:26, time: 1.845, data_time: 0.010, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6773, loss_cls: 2.5449, loss: 2.5449, grad_norm: 5.5755 2020-07-25 17:49:58,160 - mmaction - INFO - Epoch [7][3280/3757] lr: 1.000e-02, eta: 8 days, 4:36:48, time: 2.034, data_time: 0.008, memory: 5170, top1_acc: 0.4289, top5_acc: 0.7031, loss_cls: 2.4689, loss: 2.4689, grad_norm: 5.6116 2020-07-25 17:50:34,728 - mmaction - INFO - Epoch [7][3300/3757] lr: 1.000e-02, eta: 8 days, 4:35:15, time: 1.829, data_time: 0.008, memory: 5170, top1_acc: 0.4195, top5_acc: 0.6766, loss_cls: 2.6008, loss: 2.6008, grad_norm: 5.7113 2020-07-25 17:51:14,823 - mmaction - INFO - Epoch [7][3320/3757] lr: 1.000e-02, eta: 8 days, 4:34:29, time: 2.001, data_time: 0.175, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6750, loss_cls: 2.5939, loss: 2.5939, grad_norm: 5.6539 2020-07-25 17:51:51,969 - mmaction - INFO - Epoch [7][3340/3757] lr: 1.000e-02, eta: 8 days, 4:33:03, time: 1.856, data_time: 0.008, memory: 5170, top1_acc: 0.4195, top5_acc: 0.6867, loss_cls: 2.5553, loss: 2.5553, grad_norm: 5.5991 2020-07-25 17:52:29,069 - mmaction - INFO - Epoch [7][3360/3757] lr: 1.000e-02, eta: 8 days, 4:31:38, time: 1.856, data_time: 0.010, memory: 5170, top1_acc: 0.4133, top5_acc: 0.6484, loss_cls: 2.6300, loss: 2.6300, grad_norm: 5.6249 2020-07-25 17:53:11,432 - mmaction - INFO - Epoch [7][3380/3757] lr: 1.000e-02, eta: 8 days, 4:31:24, time: 2.119, data_time: 0.008, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6766, loss_cls: 2.5340, loss: 2.5340, grad_norm: 5.4535 2020-07-25 17:53:50,576 - mmaction - INFO - Epoch [7][3400/3757] lr: 1.000e-02, eta: 8 days, 4:30:26, time: 1.960, data_time: 0.012, memory: 5170, top1_acc: 0.4305, top5_acc: 0.6836, loss_cls: 2.5183, loss: 2.5183, grad_norm: 5.4276 2020-07-25 17:54:28,234 - mmaction - INFO - Epoch [7][3420/3757] lr: 1.000e-02, eta: 8 days, 4:29:07, time: 1.880, data_time: 0.003, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6969, loss_cls: 2.4529, loss: 2.4529, grad_norm: 5.4572 2020-07-25 17:55:10,191 - mmaction - INFO - Epoch [7][3440/3757] lr: 1.000e-02, eta: 8 days, 4:28:48, time: 2.100, data_time: 0.008, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6867, loss_cls: 2.5240, loss: 2.5240, grad_norm: 5.5370 2020-07-25 17:55:48,099 - mmaction - INFO - Epoch [7][3460/3757] lr: 1.000e-02, eta: 8 days, 4:27:33, time: 1.895, data_time: 0.013, memory: 5170, top1_acc: 0.4148, top5_acc: 0.6586, loss_cls: 2.6369, loss: 2.6369, grad_norm: 5.5198 2020-07-25 17:56:24,685 - mmaction - INFO - Epoch [7][3480/3757] lr: 1.000e-02, eta: 8 days, 4:25:59, time: 1.824, data_time: 0.010, memory: 5170, top1_acc: 0.4172, top5_acc: 0.6734, loss_cls: 2.5476, loss: 2.5476, grad_norm: 5.5870 2020-07-25 17:57:03,961 - mmaction - INFO - Epoch [7][3500/3757] lr: 1.000e-02, eta: 8 days, 4:25:05, time: 1.970, data_time: 0.010, memory: 5170, top1_acc: 0.4070, top5_acc: 0.6484, loss_cls: 2.6196, loss: 2.6196, grad_norm: 5.6183 2020-07-25 17:57:43,892 - mmaction - INFO - Epoch [7][3520/3757] lr: 1.000e-02, eta: 8 days, 4:24:15, time: 1.989, data_time: 0.009, memory: 5170, top1_acc: 0.4133, top5_acc: 0.6680, loss_cls: 2.5903, loss: 2.5903, grad_norm: 5.6207 2020-07-25 17:58:21,801 - mmaction - INFO - Epoch [7][3540/3757] lr: 1.000e-02, eta: 8 days, 4:23:03, time: 1.903, data_time: 0.011, memory: 5170, top1_acc: 0.4117, top5_acc: 0.6586, loss_cls: 2.6903, loss: 2.6903, grad_norm: 5.7798 2020-07-25 17:59:04,231 - mmaction - INFO - Epoch [7][3560/3757] lr: 1.000e-02, eta: 8 days, 4:22:47, time: 2.116, data_time: 0.015, memory: 5170, top1_acc: 0.4133, top5_acc: 0.6719, loss_cls: 2.5467, loss: 2.5467, grad_norm: 5.5965 2020-07-25 17:59:42,004 - mmaction - INFO - Epoch [7][3580/3757] lr: 1.000e-02, eta: 8 days, 4:21:33, time: 1.894, data_time: 0.009, memory: 5170, top1_acc: 0.4109, top5_acc: 0.6617, loss_cls: 2.6169, loss: 2.6169, grad_norm: 5.6063 2020-07-25 18:00:24,154 - mmaction - INFO - Epoch [7][3600/3757] lr: 1.000e-02, eta: 8 days, 4:21:12, time: 2.096, data_time: 0.009, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6703, loss_cls: 2.6511, loss: 2.6511, grad_norm: 5.7765 2020-07-25 18:01:00,289 - mmaction - INFO - Epoch [7][3620/3757] lr: 1.000e-02, eta: 8 days, 4:19:37, time: 1.817, data_time: 0.110, memory: 5170, top1_acc: 0.4055, top5_acc: 0.6813, loss_cls: 2.5278, loss: 2.5278, grad_norm: 5.5990 2020-07-25 18:01:39,973 - mmaction - INFO - Epoch [7][3640/3757] lr: 1.000e-02, eta: 8 days, 4:18:45, time: 1.981, data_time: 0.162, memory: 5170, top1_acc: 0.4141, top5_acc: 0.6641, loss_cls: 2.6339, loss: 2.6339, grad_norm: 5.5489 2020-07-25 18:02:18,660 - mmaction - INFO - Epoch [7][3660/3757] lr: 1.000e-02, eta: 8 days, 4:17:43, time: 1.938, data_time: 0.009, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6789, loss_cls: 2.4849, loss: 2.4849, grad_norm: 5.4993 2020-07-25 18:03:01,941 - mmaction - INFO - Epoch [7][3680/3757] lr: 1.000e-02, eta: 8 days, 4:17:38, time: 2.156, data_time: 0.009, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6703, loss_cls: 2.6419, loss: 2.6419, grad_norm: 5.6347 2020-07-25 18:03:37,945 - mmaction - INFO - Epoch [7][3700/3757] lr: 1.000e-02, eta: 8 days, 4:16:01, time: 1.810, data_time: 0.012, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6852, loss_cls: 2.5345, loss: 2.5345, grad_norm: 5.5459 2020-07-25 18:04:17,233 - mmaction - INFO - Epoch [7][3720/3757] lr: 1.000e-02, eta: 8 days, 4:15:03, time: 1.955, data_time: 0.237, memory: 5170, top1_acc: 0.4305, top5_acc: 0.6727, loss_cls: 2.5636, loss: 2.5636, grad_norm: 5.6209 2020-07-25 18:04:56,570 - mmaction - INFO - Epoch [7][3740/3757] lr: 1.000e-02, eta: 8 days, 4:14:10, time: 1.975, data_time: 0.152, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6961, loss_cls: 2.4391, loss: 2.4391, grad_norm: 5.4286 2020-07-25 18:05:22,421 - mmaction - INFO - Saving checkpoint at 7 epochs 2020-07-25 18:06:17,063 - mmaction - INFO - Epoch [8][20/3757] lr: 1.000e-02, eta: 8 days, 4:08:13, time: 2.679, data_time: 1.565, memory: 5170, top1_acc: 0.4477, top5_acc: 0.6883, loss_cls: 2.4938, loss: 2.4938, grad_norm: 5.4378 2020-07-25 18:07:00,146 - mmaction - INFO - Epoch [8][40/3757] lr: 1.000e-02, eta: 8 days, 4:08:08, time: 2.154, data_time: 0.549, memory: 5170, top1_acc: 0.4195, top5_acc: 0.6969, loss_cls: 2.5235, loss: 2.5235, grad_norm: 5.5853 2020-07-25 18:07:39,688 - mmaction - INFO - Epoch [8][60/3757] lr: 1.000e-02, eta: 8 days, 4:07:16, time: 1.978, data_time: 0.004, memory: 5170, top1_acc: 0.4016, top5_acc: 0.6813, loss_cls: 2.5363, loss: 2.5363, grad_norm: 5.4819 2020-07-25 18:08:18,885 - mmaction - INFO - Epoch [8][80/3757] lr: 1.000e-02, eta: 8 days, 4:06:18, time: 1.951, data_time: 0.009, memory: 5170, top1_acc: 0.4172, top5_acc: 0.6781, loss_cls: 2.4875, loss: 2.4875, grad_norm: 5.6079 2020-07-25 18:08:54,842 - mmaction - INFO - Epoch [8][100/3757] lr: 1.000e-02, eta: 8 days, 4:04:41, time: 1.807, data_time: 0.012, memory: 5170, top1_acc: 0.4172, top5_acc: 0.6766, loss_cls: 2.5390, loss: 2.5390, grad_norm: 5.5940 2020-07-25 18:09:33,270 - mmaction - INFO - Epoch [8][120/3757] lr: 1.000e-02, eta: 8 days, 4:03:32, time: 1.914, data_time: 0.007, memory: 5170, top1_acc: 0.4141, top5_acc: 0.6875, loss_cls: 2.5503, loss: 2.5503, grad_norm: 5.6107 2020-07-25 18:10:12,714 - mmaction - INFO - Epoch [8][140/3757] lr: 1.000e-02, eta: 8 days, 4:02:39, time: 1.972, data_time: 0.010, memory: 5170, top1_acc: 0.4695, top5_acc: 0.6969, loss_cls: 2.4237, loss: 2.4237, grad_norm: 5.5464 2020-07-25 18:10:51,483 - mmaction - INFO - Epoch [8][160/3757] lr: 1.000e-02, eta: 8 days, 4:01:36, time: 1.938, data_time: 0.582, memory: 5170, top1_acc: 0.4555, top5_acc: 0.6930, loss_cls: 2.4309, loss: 2.4309, grad_norm: 5.4193 2020-07-25 18:11:32,913 - mmaction - INFO - Epoch [8][180/3757] lr: 1.000e-02, eta: 8 days, 4:01:11, time: 2.078, data_time: 0.367, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6820, loss_cls: 2.5393, loss: 2.5393, grad_norm: 5.4238 2020-07-25 18:12:11,368 - mmaction - INFO - Epoch [8][200/3757] lr: 1.000e-02, eta: 8 days, 4:00:03, time: 1.916, data_time: 0.005, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6984, loss_cls: 2.5575, loss: 2.5575, grad_norm: 5.5436 2020-07-25 18:12:50,742 - mmaction - INFO - Epoch [8][220/3757] lr: 1.000e-02, eta: 8 days, 3:59:11, time: 1.976, data_time: 0.077, memory: 5170, top1_acc: 0.4305, top5_acc: 0.6617, loss_cls: 2.5615, loss: 2.5615, grad_norm: 5.5703 2020-07-25 18:13:31,414 - mmaction - INFO - Epoch [8][240/3757] lr: 1.000e-02, eta: 8 days, 3:58:34, time: 2.034, data_time: 0.003, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7117, loss_cls: 2.3610, loss: 2.3610, grad_norm: 5.3365 2020-07-25 18:14:10,868 - mmaction - INFO - Epoch [8][260/3757] lr: 1.000e-02, eta: 8 days, 3:57:40, time: 1.969, data_time: 0.007, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7102, loss_cls: 2.3492, loss: 2.3492, grad_norm: 5.4424 2020-07-25 18:14:50,916 - mmaction - INFO - Epoch [8][280/3757] lr: 1.000e-02, eta: 8 days, 3:56:54, time: 2.000, data_time: 0.011, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6836, loss_cls: 2.4821, loss: 2.4821, grad_norm: 5.5309 2020-07-25 18:15:30,345 - mmaction - INFO - Epoch [8][300/3757] lr: 1.000e-02, eta: 8 days, 3:56:01, time: 1.974, data_time: 0.012, memory: 5170, top1_acc: 0.3992, top5_acc: 0.6750, loss_cls: 2.5636, loss: 2.5636, grad_norm: 5.6706 2020-07-25 18:16:09,843 - mmaction - INFO - Epoch [8][320/3757] lr: 1.000e-02, eta: 8 days, 3:55:10, time: 1.979, data_time: 0.014, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6672, loss_cls: 2.5721, loss: 2.5721, grad_norm: 5.6593 2020-07-25 18:16:48,837 - mmaction - INFO - Epoch [8][340/3757] lr: 1.000e-02, eta: 8 days, 3:54:10, time: 1.947, data_time: 0.008, memory: 5170, top1_acc: 0.4031, top5_acc: 0.6617, loss_cls: 2.6573, loss: 2.6573, grad_norm: 5.7244 2020-07-25 18:17:29,923 - mmaction - INFO - Epoch [8][360/3757] lr: 1.000e-02, eta: 8 days, 3:53:38, time: 2.050, data_time: 0.015, memory: 5170, top1_acc: 0.4391, top5_acc: 0.6805, loss_cls: 2.5034, loss: 2.5034, grad_norm: 5.6423 2020-07-25 18:18:04,706 - mmaction - INFO - Epoch [8][380/3757] lr: 1.000e-02, eta: 8 days, 3:51:45, time: 1.742, data_time: 0.098, memory: 5170, top1_acc: 0.4453, top5_acc: 0.7102, loss_cls: 2.3858, loss: 2.3858, grad_norm: 5.4784 2020-07-25 18:18:43,962 - mmaction - INFO - Epoch [8][400/3757] lr: 1.000e-02, eta: 8 days, 3:50:48, time: 1.959, data_time: 0.259, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6828, loss_cls: 2.5087, loss: 2.5087, grad_norm: 5.6266 2020-07-25 18:19:22,132 - mmaction - INFO - Epoch [8][420/3757] lr: 1.000e-02, eta: 8 days, 3:49:40, time: 1.913, data_time: 0.010, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6898, loss_cls: 2.4550, loss: 2.4550, grad_norm: 5.5548 2020-07-25 18:19:57,299 - mmaction - INFO - Epoch [8][440/3757] lr: 1.000e-02, eta: 8 days, 3:47:52, time: 1.762, data_time: 0.013, memory: 5170, top1_acc: 0.3945, top5_acc: 0.6734, loss_cls: 2.5990, loss: 2.5990, grad_norm: 5.7000 2020-07-25 18:20:37,708 - mmaction - INFO - Epoch [8][460/3757] lr: 1.000e-02, eta: 8 days, 3:47:11, time: 2.017, data_time: 0.948, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6742, loss_cls: 2.5672, loss: 2.5672, grad_norm: 5.5405 2020-07-25 18:21:15,783 - mmaction - INFO - Epoch [8][480/3757] lr: 1.000e-02, eta: 8 days, 3:46:00, time: 1.902, data_time: 1.327, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6781, loss_cls: 2.5262, loss: 2.5262, grad_norm: 5.4840 2020-07-25 18:21:52,810 - mmaction - INFO - Epoch [8][500/3757] lr: 1.000e-02, eta: 8 days, 3:44:37, time: 1.855, data_time: 1.246, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6883, loss_cls: 2.5264, loss: 2.5264, grad_norm: 5.6624 2020-07-25 18:22:31,857 - mmaction - INFO - Epoch [8][520/3757] lr: 1.000e-02, eta: 8 days, 3:43:38, time: 1.949, data_time: 1.320, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6727, loss_cls: 2.5818, loss: 2.5818, grad_norm: 5.5728 2020-07-25 18:23:16,888 - mmaction - INFO - Epoch [8][540/3757] lr: 1.000e-02, eta: 8 days, 3:43:57, time: 2.249, data_time: 0.519, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6906, loss_cls: 2.5157, loss: 2.5157, grad_norm: 5.6245 2020-07-25 18:23:51,131 - mmaction - INFO - Epoch [8][560/3757] lr: 1.000e-02, eta: 8 days, 3:41:58, time: 1.717, data_time: 0.482, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6922, loss_cls: 2.4892, loss: 2.4892, grad_norm: 5.6565 2020-07-25 18:24:29,428 - mmaction - INFO - Epoch [8][580/3757] lr: 1.000e-02, eta: 8 days, 3:40:49, time: 1.909, data_time: 0.448, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6867, loss_cls: 2.5190, loss: 2.5190, grad_norm: 5.7044 2020-07-25 18:25:09,819 - mmaction - INFO - Epoch [8][600/3757] lr: 1.000e-02, eta: 8 days, 3:40:10, time: 2.026, data_time: 1.082, memory: 5170, top1_acc: 0.4094, top5_acc: 0.6617, loss_cls: 2.6066, loss: 2.6066, grad_norm: 5.6508 2020-07-25 18:25:50,803 - mmaction - INFO - Epoch [8][620/3757] lr: 1.000e-02, eta: 8 days, 3:39:38, time: 2.049, data_time: 1.270, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6828, loss_cls: 2.5270, loss: 2.5270, grad_norm: 5.5171 2020-07-25 18:26:25,703 - mmaction - INFO - Epoch [8][640/3757] lr: 1.000e-02, eta: 8 days, 3:37:44, time: 1.737, data_time: 0.333, memory: 5170, top1_acc: 0.4305, top5_acc: 0.7008, loss_cls: 2.4804, loss: 2.4804, grad_norm: 5.5067 2020-07-25 18:27:07,226 - mmaction - INFO - Epoch [8][660/3757] lr: 1.000e-02, eta: 8 days, 3:37:19, time: 2.078, data_time: 0.238, memory: 5170, top1_acc: 0.4102, top5_acc: 0.6758, loss_cls: 2.5723, loss: 2.5723, grad_norm: 5.6690 2020-07-25 18:27:47,845 - mmaction - INFO - Epoch [8][680/3757] lr: 1.000e-02, eta: 8 days, 3:36:43, time: 2.036, data_time: 0.213, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6820, loss_cls: 2.5457, loss: 2.5457, grad_norm: 5.5785 2020-07-25 18:28:26,593 - mmaction - INFO - Epoch [8][700/3757] lr: 1.000e-02, eta: 8 days, 3:35:40, time: 1.934, data_time: 1.365, memory: 5170, top1_acc: 0.4148, top5_acc: 0.6828, loss_cls: 2.5259, loss: 2.5259, grad_norm: 5.5425 2020-07-25 18:29:05,089 - mmaction - INFO - Epoch [8][720/3757] lr: 1.000e-02, eta: 8 days, 3:34:37, time: 1.929, data_time: 0.753, memory: 5170, top1_acc: 0.4117, top5_acc: 0.6570, loss_cls: 2.6375, loss: 2.6375, grad_norm: 5.6328 2020-07-25 18:29:43,407 - mmaction - INFO - Epoch [8][740/3757] lr: 1.000e-02, eta: 8 days, 3:33:27, time: 1.907, data_time: 0.125, memory: 5170, top1_acc: 0.4148, top5_acc: 0.6758, loss_cls: 2.5891, loss: 2.5891, grad_norm: 5.5595 2020-07-25 18:30:21,409 - mmaction - INFO - Epoch [8][760/3757] lr: 1.000e-02, eta: 8 days, 3:32:18, time: 1.905, data_time: 0.017, memory: 5170, top1_acc: 0.4305, top5_acc: 0.6945, loss_cls: 2.5168, loss: 2.5168, grad_norm: 5.6443 2020-07-25 18:31:02,670 - mmaction - INFO - Epoch [8][780/3757] lr: 1.000e-02, eta: 8 days, 3:31:49, time: 2.066, data_time: 0.009, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6984, loss_cls: 2.4799, loss: 2.4799, grad_norm: 5.5876 2020-07-25 18:31:39,762 - mmaction - INFO - Epoch [8][800/3757] lr: 1.000e-02, eta: 8 days, 3:30:25, time: 1.849, data_time: 0.016, memory: 5170, top1_acc: 0.4375, top5_acc: 0.7047, loss_cls: 2.4337, loss: 2.4337, grad_norm: 5.6401 2020-07-25 18:32:20,159 - mmaction - INFO - Epoch [8][820/3757] lr: 1.000e-02, eta: 8 days, 3:29:44, time: 2.018, data_time: 0.013, memory: 5170, top1_acc: 0.4289, top5_acc: 0.6758, loss_cls: 2.5607, loss: 2.5607, grad_norm: 5.6569 2020-07-25 18:32:57,152 - mmaction - INFO - Epoch [8][840/3757] lr: 1.000e-02, eta: 8 days, 3:28:23, time: 1.857, data_time: 0.246, memory: 5170, top1_acc: 0.4313, top5_acc: 0.7023, loss_cls: 2.4152, loss: 2.4152, grad_norm: 5.6539 2020-07-25 18:33:35,762 - mmaction - INFO - Epoch [8][860/3757] lr: 1.000e-02, eta: 8 days, 3:27:19, time: 1.928, data_time: 0.120, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6805, loss_cls: 2.5640, loss: 2.5640, grad_norm: 5.7590 2020-07-25 18:34:16,501 - mmaction - INFO - Epoch [8][880/3757] lr: 1.000e-02, eta: 8 days, 3:26:43, time: 2.038, data_time: 0.009, memory: 5170, top1_acc: 0.4211, top5_acc: 0.6992, loss_cls: 2.4688, loss: 2.4688, grad_norm: 5.6020 2020-07-25 18:34:54,567 - mmaction - INFO - Epoch [8][900/3757] lr: 1.000e-02, eta: 8 days, 3:25:34, time: 1.907, data_time: 0.014, memory: 5170, top1_acc: 0.4391, top5_acc: 0.7008, loss_cls: 2.4384, loss: 2.4384, grad_norm: 5.5645 2020-07-25 18:35:35,764 - mmaction - INFO - Epoch [8][920/3757] lr: 1.000e-02, eta: 8 days, 3:25:03, time: 2.056, data_time: 0.266, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6820, loss_cls: 2.5523, loss: 2.5523, grad_norm: 5.6966 2020-07-25 18:36:15,168 - mmaction - INFO - Epoch [8][940/3757] lr: 1.000e-02, eta: 8 days, 3:24:11, time: 1.973, data_time: 0.178, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6883, loss_cls: 2.5079, loss: 2.5079, grad_norm: 5.4732 2020-07-25 18:36:56,380 - mmaction - INFO - Epoch [8][960/3757] lr: 1.000e-02, eta: 8 days, 3:23:40, time: 2.055, data_time: 0.008, memory: 5170, top1_acc: 0.4406, top5_acc: 0.6805, loss_cls: 2.5290, loss: 2.5290, grad_norm: 5.4638 2020-07-25 18:37:32,036 - mmaction - INFO - Epoch [8][980/3757] lr: 1.000e-02, eta: 8 days, 3:22:00, time: 1.786, data_time: 0.009, memory: 5170, top1_acc: 0.4445, top5_acc: 0.6805, loss_cls: 2.4378, loss: 2.4378, grad_norm: 5.4445 2020-07-25 18:38:11,871 - mmaction - INFO - Epoch [8][1000/3757] lr: 1.000e-02, eta: 8 days, 3:21:14, time: 1.995, data_time: 0.006, memory: 5170, top1_acc: 0.4484, top5_acc: 0.6937, loss_cls: 2.4334, loss: 2.4334, grad_norm: 5.6528 2020-07-25 18:38:54,343 - mmaction - INFO - Epoch [8][1020/3757] lr: 1.000e-02, eta: 8 days, 3:20:59, time: 2.120, data_time: 0.007, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6836, loss_cls: 2.5188, loss: 2.5188, grad_norm: 5.5068 2020-07-25 18:39:32,323 - mmaction - INFO - Epoch [8][1040/3757] lr: 1.000e-02, eta: 8 days, 3:19:49, time: 1.901, data_time: 0.005, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6734, loss_cls: 2.5846, loss: 2.5846, grad_norm: 5.5248 2020-07-25 18:40:09,475 - mmaction - INFO - Epoch [8][1060/3757] lr: 1.000e-02, eta: 8 days, 3:18:27, time: 1.856, data_time: 0.304, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6773, loss_cls: 2.5329, loss: 2.5329, grad_norm: 5.5308 2020-07-25 18:40:46,911 - mmaction - INFO - Epoch [8][1080/3757] lr: 1.000e-02, eta: 8 days, 3:17:10, time: 1.872, data_time: 0.477, memory: 5170, top1_acc: 0.4281, top5_acc: 0.6961, loss_cls: 2.4674, loss: 2.4674, grad_norm: 5.5526 2020-07-25 18:41:24,218 - mmaction - INFO - Epoch [8][1100/3757] lr: 1.000e-02, eta: 8 days, 3:15:50, time: 1.864, data_time: 0.063, memory: 5170, top1_acc: 0.4188, top5_acc: 0.7031, loss_cls: 2.4683, loss: 2.4683, grad_norm: 5.6824 2020-07-25 18:42:02,286 - mmaction - INFO - Epoch [8][1120/3757] lr: 1.000e-02, eta: 8 days, 3:14:41, time: 1.905, data_time: 0.113, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6664, loss_cls: 2.5138, loss: 2.5138, grad_norm: 5.4471 2020-07-25 18:42:39,154 - mmaction - INFO - Epoch [8][1140/3757] lr: 1.000e-02, eta: 8 days, 3:13:16, time: 1.842, data_time: 0.222, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6703, loss_cls: 2.6174, loss: 2.6174, grad_norm: 5.5006 2020-07-25 18:43:19,528 - mmaction - INFO - Epoch [8][1160/3757] lr: 1.000e-02, eta: 8 days, 3:12:35, time: 2.016, data_time: 0.005, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6805, loss_cls: 2.5524, loss: 2.5524, grad_norm: 5.6141 2020-07-25 18:43:57,638 - mmaction - INFO - Epoch [8][1180/3757] lr: 1.000e-02, eta: 8 days, 3:11:27, time: 1.909, data_time: 0.008, memory: 5170, top1_acc: 0.4008, top5_acc: 0.6695, loss_cls: 2.5683, loss: 2.5683, grad_norm: 5.5762 2020-07-25 18:44:37,223 - mmaction - INFO - Epoch [8][1200/3757] lr: 1.000e-02, eta: 8 days, 3:10:36, time: 1.977, data_time: 0.009, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6805, loss_cls: 2.5563, loss: 2.5563, grad_norm: 5.5634 2020-07-25 18:45:16,319 - mmaction - INFO - Epoch [8][1220/3757] lr: 1.000e-02, eta: 8 days, 3:09:39, time: 1.953, data_time: 0.107, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6742, loss_cls: 2.5910, loss: 2.5910, grad_norm: 5.5184 2020-07-25 18:45:50,436 - mmaction - INFO - Epoch [8][1240/3757] lr: 1.000e-02, eta: 8 days, 3:07:41, time: 1.711, data_time: 0.012, memory: 5170, top1_acc: 0.4102, top5_acc: 0.6766, loss_cls: 2.5516, loss: 2.5516, grad_norm: 5.4242 2020-07-25 18:46:31,890 - mmaction - INFO - Epoch [8][1260/3757] lr: 1.000e-02, eta: 8 days, 3:07:14, time: 2.071, data_time: 0.009, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6930, loss_cls: 2.4959, loss: 2.4959, grad_norm: 5.4722 2020-07-25 18:47:09,810 - mmaction - INFO - Epoch [8][1280/3757] lr: 1.000e-02, eta: 8 days, 3:06:03, time: 1.895, data_time: 0.008, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6734, loss_cls: 2.5535, loss: 2.5535, grad_norm: 5.4546 2020-07-25 18:47:51,943 - mmaction - INFO - Epoch [8][1300/3757] lr: 1.000e-02, eta: 8 days, 3:05:46, time: 2.110, data_time: 0.053, memory: 5170, top1_acc: 0.4234, top5_acc: 0.6828, loss_cls: 2.5426, loss: 2.5426, grad_norm: 5.4131 2020-07-25 18:48:31,863 - mmaction - INFO - Epoch [8][1320/3757] lr: 1.000e-02, eta: 8 days, 3:05:00, time: 1.997, data_time: 0.170, memory: 5170, top1_acc: 0.4086, top5_acc: 0.6742, loss_cls: 2.6048, loss: 2.6048, grad_norm: 5.5134 2020-07-25 18:49:12,225 - mmaction - INFO - Epoch [8][1340/3757] lr: 1.000e-02, eta: 8 days, 3:04:19, time: 2.012, data_time: 0.008, memory: 5170, top1_acc: 0.4055, top5_acc: 0.6578, loss_cls: 2.6019, loss: 2.6019, grad_norm: 5.6264 2020-07-25 18:49:50,830 - mmaction - INFO - Epoch [8][1360/3757] lr: 1.000e-02, eta: 8 days, 3:03:18, time: 1.937, data_time: 0.010, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6711, loss_cls: 2.5685, loss: 2.5685, grad_norm: 5.4530 2020-07-25 18:50:26,661 - mmaction - INFO - Epoch [8][1380/3757] lr: 1.000e-02, eta: 8 days, 3:01:41, time: 1.791, data_time: 0.007, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6898, loss_cls: 2.5069, loss: 2.5069, grad_norm: 5.6451 2020-07-25 18:51:05,433 - mmaction - INFO - Epoch [8][1400/3757] lr: 1.000e-02, eta: 8 days, 3:00:40, time: 1.938, data_time: 0.003, memory: 5170, top1_acc: 0.4336, top5_acc: 0.6875, loss_cls: 2.4955, loss: 2.4955, grad_norm: 5.5459 2020-07-25 18:51:44,672 - mmaction - INFO - Epoch [8][1420/3757] lr: 1.000e-02, eta: 8 days, 2:59:46, time: 1.960, data_time: 0.008, memory: 5170, top1_acc: 0.4102, top5_acc: 0.6656, loss_cls: 2.6119, loss: 2.6119, grad_norm: 5.5559 2020-07-25 18:52:22,514 - mmaction - INFO - Epoch [8][1440/3757] lr: 1.000e-02, eta: 8 days, 2:58:32, time: 1.885, data_time: 0.004, memory: 5170, top1_acc: 0.4430, top5_acc: 0.6937, loss_cls: 2.4950, loss: 2.4950, grad_norm: 5.5201 2020-07-25 18:53:04,582 - mmaction - INFO - Epoch [8][1460/3757] lr: 1.000e-02, eta: 8 days, 2:58:16, time: 2.111, data_time: 0.455, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6625, loss_cls: 2.6165, loss: 2.6165, grad_norm: 5.6482 2020-07-25 18:53:41,627 - mmaction - INFO - Epoch [8][1480/3757] lr: 1.000e-02, eta: 8 days, 2:56:53, time: 1.850, data_time: 1.034, memory: 5170, top1_acc: 0.4102, top5_acc: 0.6531, loss_cls: 2.6087, loss: 2.6087, grad_norm: 5.5360 2020-07-25 18:54:19,844 - mmaction - INFO - Epoch [8][1500/3757] lr: 1.000e-02, eta: 8 days, 2:55:45, time: 1.906, data_time: 0.835, memory: 5170, top1_acc: 0.4164, top5_acc: 0.6711, loss_cls: 2.5825, loss: 2.5825, grad_norm: 5.5015 2020-07-25 18:55:00,438 - mmaction - INFO - Epoch [8][1520/3757] lr: 1.000e-02, eta: 8 days, 2:55:10, time: 2.036, data_time: 0.050, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6867, loss_cls: 2.5175, loss: 2.5175, grad_norm: 5.6428 2020-07-25 18:55:40,085 - mmaction - INFO - Epoch [8][1540/3757] lr: 1.000e-02, eta: 8 days, 2:54:21, time: 1.982, data_time: 0.012, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6750, loss_cls: 2.5477, loss: 2.5477, grad_norm: 5.6091 2020-07-25 18:56:17,952 - mmaction - INFO - Epoch [8][1560/3757] lr: 1.000e-02, eta: 8 days, 2:53:09, time: 1.894, data_time: 0.003, memory: 5170, top1_acc: 0.4281, top5_acc: 0.6977, loss_cls: 2.4586, loss: 2.4586, grad_norm: 5.5583 2020-07-25 18:56:58,302 - mmaction - INFO - Epoch [8][1580/3757] lr: 1.000e-02, eta: 8 days, 2:52:28, time: 2.011, data_time: 0.008, memory: 5170, top1_acc: 0.4141, top5_acc: 0.6852, loss_cls: 2.5245, loss: 2.5245, grad_norm: 5.7200 2020-07-25 18:57:36,193 - mmaction - INFO - Epoch [8][1600/3757] lr: 1.000e-02, eta: 8 days, 2:51:18, time: 1.901, data_time: 0.011, memory: 5170, top1_acc: 0.4148, top5_acc: 0.6570, loss_cls: 2.5904, loss: 2.5904, grad_norm: 5.7125 2020-07-25 18:58:11,798 - mmaction - INFO - Epoch [8][1620/3757] lr: 1.000e-02, eta: 8 days, 2:49:39, time: 1.781, data_time: 0.009, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6836, loss_cls: 2.5075, loss: 2.5075, grad_norm: 5.6430 2020-07-25 18:58:50,862 - mmaction - INFO - Epoch [8][1640/3757] lr: 1.000e-02, eta: 8 days, 2:48:43, time: 1.953, data_time: 0.041, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6953, loss_cls: 2.5012, loss: 2.5012, grad_norm: 5.5309 2020-07-25 18:59:29,567 - mmaction - INFO - Epoch [8][1660/3757] lr: 1.000e-02, eta: 8 days, 2:47:41, time: 1.928, data_time: 0.007, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7102, loss_cls: 2.4549, loss: 2.4549, grad_norm: 5.5213 2020-07-25 19:00:11,044 - mmaction - INFO - Epoch [8][1680/3757] lr: 1.000e-02, eta: 8 days, 2:47:15, time: 2.074, data_time: 0.018, memory: 5170, top1_acc: 0.4297, top5_acc: 0.7094, loss_cls: 2.4216, loss: 2.4216, grad_norm: 5.5321 2020-07-25 19:00:51,634 - mmaction - INFO - Epoch [8][1700/3757] lr: 1.000e-02, eta: 8 days, 2:46:39, time: 2.035, data_time: 0.018, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6961, loss_cls: 2.4048, loss: 2.4048, grad_norm: 5.4561 2020-07-25 19:01:30,086 - mmaction - INFO - Epoch [8][1720/3757] lr: 1.000e-02, eta: 8 days, 2:45:34, time: 1.919, data_time: 0.015, memory: 5170, top1_acc: 0.4109, top5_acc: 0.6594, loss_cls: 2.5771, loss: 2.5771, grad_norm: 5.6357 2020-07-25 19:02:08,230 - mmaction - INFO - Epoch [8][1740/3757] lr: 1.000e-02, eta: 8 days, 2:44:28, time: 1.911, data_time: 0.589, memory: 5170, top1_acc: 0.4328, top5_acc: 0.6844, loss_cls: 2.5263, loss: 2.5263, grad_norm: 5.5633 2020-07-25 19:02:47,779 - mmaction - INFO - Epoch [8][1760/3757] lr: 1.000e-02, eta: 8 days, 2:43:37, time: 1.977, data_time: 0.102, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6813, loss_cls: 2.4941, loss: 2.4941, grad_norm: 5.5474 2020-07-25 19:03:25,515 - mmaction - INFO - Epoch [8][1780/3757] lr: 1.000e-02, eta: 8 days, 2:42:26, time: 1.890, data_time: 0.006, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6883, loss_cls: 2.4557, loss: 2.4557, grad_norm: 5.4624 2020-07-25 19:04:05,808 - mmaction - INFO - Epoch [8][1800/3757] lr: 1.000e-02, eta: 8 days, 2:41:45, time: 2.013, data_time: 0.007, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6750, loss_cls: 2.5866, loss: 2.5866, grad_norm: 5.7558 2020-07-25 19:04:44,783 - mmaction - INFO - Epoch [8][1820/3757] lr: 1.000e-02, eta: 8 days, 2:40:47, time: 1.948, data_time: 0.004, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6789, loss_cls: 2.5521, loss: 2.5521, grad_norm: 5.6356 2020-07-25 19:05:22,924 - mmaction - INFO - Epoch [8][1840/3757] lr: 1.000e-02, eta: 8 days, 2:39:38, time: 1.900, data_time: 0.024, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6844, loss_cls: 2.4978, loss: 2.4978, grad_norm: 5.4234 2020-07-25 19:06:04,032 - mmaction - INFO - Epoch [8][1860/3757] lr: 1.000e-02, eta: 8 days, 2:39:09, time: 2.061, data_time: 0.012, memory: 5170, top1_acc: 0.4391, top5_acc: 0.6867, loss_cls: 2.5082, loss: 2.5082, grad_norm: 5.3885 2020-07-25 19:06:41,933 - mmaction - INFO - Epoch [8][1880/3757] lr: 1.000e-02, eta: 8 days, 2:37:57, time: 1.887, data_time: 0.011, memory: 5170, top1_acc: 0.4406, top5_acc: 0.6859, loss_cls: 2.4888, loss: 2.4888, grad_norm: 5.4082 2020-07-25 19:07:24,602 - mmaction - INFO - Epoch [8][1900/3757] lr: 1.000e-02, eta: 8 days, 2:37:47, time: 2.140, data_time: 0.013, memory: 5170, top1_acc: 0.4437, top5_acc: 0.6914, loss_cls: 2.5169, loss: 2.5169, grad_norm: 5.3633 2020-07-25 19:08:02,660 - mmaction - INFO - Epoch [8][1920/3757] lr: 1.000e-02, eta: 8 days, 2:36:38, time: 1.899, data_time: 0.006, memory: 5170, top1_acc: 0.4453, top5_acc: 0.6961, loss_cls: 2.4362, loss: 2.4362, grad_norm: 5.4518 2020-07-25 19:08:38,239 - mmaction - INFO - Epoch [8][1940/3757] lr: 1.000e-02, eta: 8 days, 2:35:01, time: 1.784, data_time: 0.010, memory: 5170, top1_acc: 0.4305, top5_acc: 0.6758, loss_cls: 2.4345, loss: 2.4345, grad_norm: 5.3872 2020-07-25 19:09:17,854 - mmaction - INFO - Epoch [8][1960/3757] lr: 1.000e-02, eta: 8 days, 2:34:12, time: 1.982, data_time: 0.127, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7109, loss_cls: 2.4281, loss: 2.4281, grad_norm: 5.4093 2020-07-25 19:09:56,470 - mmaction - INFO - Epoch [8][1980/3757] lr: 1.000e-02, eta: 8 days, 2:33:09, time: 1.924, data_time: 0.025, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6656, loss_cls: 2.5500, loss: 2.5500, grad_norm: 5.3676 2020-07-25 19:10:33,521 - mmaction - INFO - Epoch [8][2000/3757] lr: 1.000e-02, eta: 8 days, 2:31:50, time: 1.859, data_time: 0.018, memory: 5170, top1_acc: 0.4195, top5_acc: 0.6742, loss_cls: 2.6232, loss: 2.6232, grad_norm: 5.5546 2020-07-25 19:11:11,845 - mmaction - INFO - Epoch [8][2020/3757] lr: 1.000e-02, eta: 8 days, 2:30:46, time: 1.918, data_time: 0.187, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6852, loss_cls: 2.4944, loss: 2.4944, grad_norm: 5.5288 2020-07-25 19:11:52,896 - mmaction - INFO - Epoch [8][2040/3757] lr: 1.000e-02, eta: 8 days, 2:30:14, time: 2.051, data_time: 0.091, memory: 5170, top1_acc: 0.3969, top5_acc: 0.6727, loss_cls: 2.6141, loss: 2.6141, grad_norm: 5.7170 2020-07-25 19:12:34,891 - mmaction - INFO - Epoch [8][2060/3757] lr: 1.000e-02, eta: 8 days, 2:29:53, time: 2.095, data_time: 0.004, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6781, loss_cls: 2.5779, loss: 2.5779, grad_norm: 5.5205 2020-07-25 19:13:16,050 - mmaction - INFO - Epoch [8][2080/3757] lr: 1.000e-02, eta: 8 days, 2:29:23, time: 2.057, data_time: 0.013, memory: 5170, top1_acc: 0.4227, top5_acc: 0.7008, loss_cls: 2.4996, loss: 2.4996, grad_norm: 5.4323 2020-07-25 19:13:55,009 - mmaction - INFO - Epoch [8][2100/3757] lr: 1.000e-02, eta: 8 days, 2:28:27, time: 1.952, data_time: 0.010, memory: 5170, top1_acc: 0.4234, top5_acc: 0.6789, loss_cls: 2.5971, loss: 2.5971, grad_norm: 5.4516 2020-07-25 19:14:35,744 - mmaction - INFO - Epoch [8][2120/3757] lr: 1.000e-02, eta: 8 days, 2:27:50, time: 2.032, data_time: 0.011, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6844, loss_cls: 2.5364, loss: 2.5364, grad_norm: 5.4590 2020-07-25 19:15:05,705 - mmaction - INFO - Epoch [8][2140/3757] lr: 1.000e-02, eta: 8 days, 2:25:05, time: 1.505, data_time: 0.139, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7039, loss_cls: 2.4064, loss: 2.4064, grad_norm: 5.3457 2020-07-25 19:15:45,778 - mmaction - INFO - Epoch [8][2160/3757] lr: 1.000e-02, eta: 8 days, 2:24:22, time: 2.006, data_time: 0.562, memory: 5170, top1_acc: 0.4117, top5_acc: 0.6859, loss_cls: 2.5402, loss: 2.5402, grad_norm: 5.5710 2020-07-25 19:16:24,104 - mmaction - INFO - Epoch [8][2180/3757] lr: 1.000e-02, eta: 8 days, 2:23:17, time: 1.913, data_time: 0.026, memory: 5170, top1_acc: 0.4289, top5_acc: 0.6781, loss_cls: 2.5299, loss: 2.5299, grad_norm: 5.5221 2020-07-25 19:17:05,357 - mmaction - INFO - Epoch [8][2200/3757] lr: 1.000e-02, eta: 8 days, 2:22:49, time: 2.065, data_time: 0.005, memory: 5170, top1_acc: 0.4305, top5_acc: 0.6937, loss_cls: 2.4913, loss: 2.4913, grad_norm: 5.3933 2020-07-25 19:17:42,367 - mmaction - INFO - Epoch [8][2220/3757] lr: 1.000e-02, eta: 8 days, 2:21:27, time: 1.846, data_time: 0.019, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6773, loss_cls: 2.4767, loss: 2.4767, grad_norm: 5.5929 2020-07-25 19:18:23,062 - mmaction - INFO - Epoch [8][2240/3757] lr: 1.000e-02, eta: 8 days, 2:20:53, time: 2.039, data_time: 0.460, memory: 5170, top1_acc: 0.4133, top5_acc: 0.6711, loss_cls: 2.5716, loss: 2.5716, grad_norm: 5.6819 2020-07-25 19:19:02,276 - mmaction - INFO - Epoch [8][2260/3757] lr: 1.000e-02, eta: 8 days, 2:19:58, time: 1.955, data_time: 0.266, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6852, loss_cls: 2.5078, loss: 2.5078, grad_norm: 5.6191 2020-07-25 19:19:41,763 - mmaction - INFO - Epoch [8][2280/3757] lr: 1.000e-02, eta: 8 days, 2:19:08, time: 1.977, data_time: 1.103, memory: 5170, top1_acc: 0.4430, top5_acc: 0.7133, loss_cls: 2.4199, loss: 2.4199, grad_norm: 5.6085 2020-07-25 19:20:16,619 - mmaction - INFO - Epoch [8][2300/3757] lr: 1.000e-02, eta: 8 days, 2:17:22, time: 1.742, data_time: 0.786, memory: 5170, top1_acc: 0.4398, top5_acc: 0.7133, loss_cls: 2.4026, loss: 2.4026, grad_norm: 5.5664 2020-07-25 19:20:59,427 - mmaction - INFO - Epoch [8][2320/3757] lr: 1.000e-02, eta: 8 days, 2:17:12, time: 2.143, data_time: 0.140, memory: 5170, top1_acc: 0.4500, top5_acc: 0.7000, loss_cls: 2.4398, loss: 2.4398, grad_norm: 5.6860 2020-07-25 19:21:38,388 - mmaction - INFO - Epoch [8][2340/3757] lr: 1.000e-02, eta: 8 days, 2:16:15, time: 1.945, data_time: 0.861, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6883, loss_cls: 2.4497, loss: 2.4497, grad_norm: 5.5477 2020-07-25 19:22:17,976 - mmaction - INFO - Epoch [8][2360/3757] lr: 1.000e-02, eta: 8 days, 2:15:27, time: 1.984, data_time: 0.622, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6750, loss_cls: 2.5769, loss: 2.5769, grad_norm: 5.5897 2020-07-25 19:22:56,952 - mmaction - INFO - Epoch [8][2380/3757] lr: 1.000e-02, eta: 8 days, 2:14:29, time: 1.943, data_time: 0.251, memory: 5170, top1_acc: 0.4070, top5_acc: 0.6781, loss_cls: 2.6121, loss: 2.6121, grad_norm: 5.6631 2020-07-25 19:23:36,920 - mmaction - INFO - Epoch [8][2400/3757] lr: 1.000e-02, eta: 8 days, 2:13:46, time: 2.004, data_time: 0.174, memory: 5170, top1_acc: 0.4227, top5_acc: 0.7000, loss_cls: 2.5053, loss: 2.5053, grad_norm: 5.4913 2020-07-25 19:24:13,832 - mmaction - INFO - Epoch [8][2420/3757] lr: 1.000e-02, eta: 8 days, 2:12:23, time: 1.835, data_time: 0.144, memory: 5170, top1_acc: 0.4406, top5_acc: 0.6727, loss_cls: 2.5336, loss: 2.5336, grad_norm: 5.6202 2020-07-25 19:24:49,495 - mmaction - INFO - Epoch [8][2440/3757] lr: 1.000e-02, eta: 8 days, 2:10:49, time: 1.794, data_time: 0.013, memory: 5170, top1_acc: 0.4469, top5_acc: 0.6961, loss_cls: 2.4453, loss: 2.4453, grad_norm: 5.5963 2020-07-25 19:25:31,015 - mmaction - INFO - Epoch [8][2460/3757] lr: 1.000e-02, eta: 8 days, 2:10:23, time: 2.075, data_time: 0.007, memory: 5170, top1_acc: 0.4477, top5_acc: 0.6898, loss_cls: 2.4159, loss: 2.4159, grad_norm: 5.5431 2020-07-25 19:26:11,498 - mmaction - INFO - Epoch [8][2480/3757] lr: 1.000e-02, eta: 8 days, 2:09:44, time: 2.021, data_time: 0.003, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6867, loss_cls: 2.5613, loss: 2.5613, grad_norm: 5.6117 2020-07-25 19:26:48,393 - mmaction - INFO - Epoch [8][2500/3757] lr: 1.000e-02, eta: 8 days, 2:08:24, time: 1.849, data_time: 0.084, memory: 5170, top1_acc: 0.4164, top5_acc: 0.6680, loss_cls: 2.6081, loss: 2.6081, grad_norm: 5.6825 2020-07-25 19:27:25,957 - mmaction - INFO - Epoch [8][2520/3757] lr: 1.000e-02, eta: 8 days, 2:07:10, time: 1.873, data_time: 0.085, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6914, loss_cls: 2.4951, loss: 2.4951, grad_norm: 5.4861 2020-07-25 19:28:08,189 - mmaction - INFO - Epoch [8][2540/3757] lr: 1.000e-02, eta: 8 days, 2:06:53, time: 2.113, data_time: 0.009, memory: 5170, top1_acc: 0.4094, top5_acc: 0.6648, loss_cls: 2.5603, loss: 2.5603, grad_norm: 5.7448 2020-07-25 19:28:45,724 - mmaction - INFO - Epoch [8][2560/3757] lr: 1.000e-02, eta: 8 days, 2:05:40, time: 1.878, data_time: 0.011, memory: 5170, top1_acc: 0.4195, top5_acc: 0.6570, loss_cls: 2.6142, loss: 2.6142, grad_norm: 5.6893 2020-07-25 19:29:27,811 - mmaction - INFO - Epoch [8][2580/3757] lr: 1.000e-02, eta: 8 days, 2:05:22, time: 2.107, data_time: 0.004, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6758, loss_cls: 2.5153, loss: 2.5153, grad_norm: 5.5093 2020-07-25 19:30:02,509 - mmaction - INFO - Epoch [8][2600/3757] lr: 1.000e-02, eta: 8 days, 2:03:34, time: 1.732, data_time: 0.007, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6883, loss_cls: 2.4680, loss: 2.4680, grad_norm: 5.4803 2020-07-25 19:30:47,167 - mmaction - INFO - Epoch [8][2620/3757] lr: 1.000e-02, eta: 8 days, 2:03:46, time: 2.234, data_time: 0.005, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6781, loss_cls: 2.4429, loss: 2.4429, grad_norm: 5.5715 2020-07-25 19:31:20,954 - mmaction - INFO - Epoch [8][2640/3757] lr: 1.000e-02, eta: 8 days, 2:01:46, time: 1.682, data_time: 0.009, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6789, loss_cls: 2.5138, loss: 2.5138, grad_norm: 5.7387 2020-07-25 19:32:02,424 - mmaction - INFO - Epoch [8][2660/3757] lr: 1.000e-02, eta: 8 days, 2:01:21, time: 2.077, data_time: 0.012, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6844, loss_cls: 2.5706, loss: 2.5706, grad_norm: 5.6958 2020-07-25 19:32:39,448 - mmaction - INFO - Epoch [8][2680/3757] lr: 1.000e-02, eta: 8 days, 2:00:02, time: 1.854, data_time: 0.014, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6805, loss_cls: 2.4587, loss: 2.4587, grad_norm: 5.5769 2020-07-25 19:33:19,264 - mmaction - INFO - Epoch [8][2700/3757] lr: 1.000e-02, eta: 8 days, 1:59:16, time: 1.991, data_time: 0.006, memory: 5170, top1_acc: 0.4328, top5_acc: 0.6844, loss_cls: 2.5197, loss: 2.5197, grad_norm: 5.5237 2020-07-25 19:33:58,205 - mmaction - INFO - Epoch [8][2720/3757] lr: 1.000e-02, eta: 8 days, 1:58:20, time: 1.948, data_time: 0.010, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6836, loss_cls: 2.5003, loss: 2.5003, grad_norm: 5.5916 2020-07-25 19:34:35,669 - mmaction - INFO - Epoch [8][2740/3757] lr: 1.000e-02, eta: 8 days, 1:57:06, time: 1.875, data_time: 0.005, memory: 5170, top1_acc: 0.4141, top5_acc: 0.6914, loss_cls: 2.5435, loss: 2.5435, grad_norm: 5.5105 2020-07-25 19:35:15,893 - mmaction - INFO - Epoch [8][2760/3757] lr: 1.000e-02, eta: 8 days, 1:56:25, time: 2.009, data_time: 0.008, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6781, loss_cls: 2.5649, loss: 2.5649, grad_norm: 5.5959 2020-07-25 19:35:52,725 - mmaction - INFO - Epoch [8][2780/3757] lr: 1.000e-02, eta: 8 days, 1:55:04, time: 1.844, data_time: 0.039, memory: 5170, top1_acc: 0.4195, top5_acc: 0.6859, loss_cls: 2.4851, loss: 2.4851, grad_norm: 5.6106 2020-07-25 19:36:32,120 - mmaction - INFO - Epoch [8][2800/3757] lr: 1.000e-02, eta: 8 days, 1:54:13, time: 1.968, data_time: 0.009, memory: 5170, top1_acc: 0.4031, top5_acc: 0.6648, loss_cls: 2.6544, loss: 2.6544, grad_norm: 5.6118 2020-07-25 19:37:11,790 - mmaction - INFO - Epoch [8][2820/3757] lr: 1.000e-02, eta: 8 days, 1:53:23, time: 1.972, data_time: 0.010, memory: 5170, top1_acc: 0.4500, top5_acc: 0.6852, loss_cls: 2.4880, loss: 2.4880, grad_norm: 5.5063 2020-07-25 19:37:50,201 - mmaction - INFO - Epoch [8][2840/3757] lr: 1.000e-02, eta: 8 days, 1:52:23, time: 1.933, data_time: 0.015, memory: 5170, top1_acc: 0.4125, top5_acc: 0.6687, loss_cls: 2.5964, loss: 2.5964, grad_norm: 5.6230 2020-07-25 19:38:27,973 - mmaction - INFO - Epoch [8][2860/3757] lr: 1.000e-02, eta: 8 days, 1:51:13, time: 1.889, data_time: 0.522, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6875, loss_cls: 2.5344, loss: 2.5344, grad_norm: 5.5181 2020-07-25 19:39:04,531 - mmaction - INFO - Epoch [8][2880/3757] lr: 1.000e-02, eta: 8 days, 1:49:48, time: 1.827, data_time: 0.196, memory: 5170, top1_acc: 0.4133, top5_acc: 0.6609, loss_cls: 2.6184, loss: 2.6184, grad_norm: 5.5834 2020-07-25 19:39:45,219 - mmaction - INFO - Epoch [8][2900/3757] lr: 1.000e-02, eta: 8 days, 1:49:12, time: 2.028, data_time: 0.120, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6852, loss_cls: 2.5048, loss: 2.5048, grad_norm: 5.5402 2020-07-25 19:40:25,626 - mmaction - INFO - Epoch [8][2920/3757] lr: 1.000e-02, eta: 8 days, 1:48:35, time: 2.028, data_time: 0.010, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6820, loss_cls: 2.5745, loss: 2.5745, grad_norm: 5.6169 2020-07-25 19:41:04,935 - mmaction - INFO - Epoch [8][2940/3757] lr: 1.000e-02, eta: 8 days, 1:47:42, time: 1.962, data_time: 0.861, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7055, loss_cls: 2.4576, loss: 2.4576, grad_norm: 5.4876 2020-07-25 19:41:43,260 - mmaction - INFO - Epoch [8][2960/3757] lr: 1.000e-02, eta: 8 days, 1:46:40, time: 1.920, data_time: 1.268, memory: 5170, top1_acc: 0.4328, top5_acc: 0.6898, loss_cls: 2.5267, loss: 2.5267, grad_norm: 5.5374 2020-07-25 19:42:22,446 - mmaction - INFO - Epoch [8][2980/3757] lr: 1.000e-02, eta: 8 days, 1:45:45, time: 1.951, data_time: 0.253, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6633, loss_cls: 2.5465, loss: 2.5465, grad_norm: 5.6743 2020-07-25 19:43:00,025 - mmaction - INFO - Epoch [8][3000/3757] lr: 1.000e-02, eta: 8 days, 1:44:34, time: 1.886, data_time: 0.103, memory: 5170, top1_acc: 0.4070, top5_acc: 0.6742, loss_cls: 2.6476, loss: 2.6476, grad_norm: 5.6681 2020-07-25 19:43:39,838 - mmaction - INFO - Epoch [8][3020/3757] lr: 1.000e-02, eta: 8 days, 1:43:47, time: 1.985, data_time: 0.009, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6922, loss_cls: 2.5043, loss: 2.5043, grad_norm: 5.5173 2020-07-25 19:44:16,956 - mmaction - INFO - Epoch [8][3040/3757] lr: 1.000e-02, eta: 8 days, 1:42:30, time: 1.859, data_time: 0.009, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6805, loss_cls: 2.5211, loss: 2.5211, grad_norm: 5.6535 2020-07-25 19:44:55,016 - mmaction - INFO - Epoch [8][3060/3757] lr: 1.000e-02, eta: 8 days, 1:41:25, time: 1.906, data_time: 0.006, memory: 5170, top1_acc: 0.4102, top5_acc: 0.6656, loss_cls: 2.5606, loss: 2.5606, grad_norm: 5.4970 2020-07-25 19:45:33,608 - mmaction - INFO - Epoch [8][3080/3757] lr: 1.000e-02, eta: 8 days, 1:40:23, time: 1.923, data_time: 0.009, memory: 5170, top1_acc: 0.4539, top5_acc: 0.6797, loss_cls: 2.5510, loss: 2.5510, grad_norm: 5.4569 2020-07-25 19:46:15,465 - mmaction - INFO - Epoch [8][3100/3757] lr: 1.000e-02, eta: 8 days, 1:40:02, time: 2.097, data_time: 0.011, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6664, loss_cls: 2.5736, loss: 2.5736, grad_norm: 5.4603 2020-07-25 19:46:56,332 - mmaction - INFO - Epoch [8][3120/3757] lr: 1.000e-02, eta: 8 days, 1:39:30, time: 2.047, data_time: 0.006, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6992, loss_cls: 2.4735, loss: 2.4735, grad_norm: 5.4996 2020-07-25 19:47:34,526 - mmaction - INFO - Epoch [8][3140/3757] lr: 1.000e-02, eta: 8 days, 1:38:25, time: 1.907, data_time: 0.006, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6695, loss_cls: 2.5626, loss: 2.5626, grad_norm: 5.4530 2020-07-25 19:48:17,622 - mmaction - INFO - Epoch [8][3160/3757] lr: 1.000e-02, eta: 8 days, 1:38:18, time: 2.155, data_time: 0.573, memory: 5170, top1_acc: 0.4141, top5_acc: 0.6719, loss_cls: 2.5709, loss: 2.5709, grad_norm: 5.3392 2020-07-25 19:48:54,623 - mmaction - INFO - Epoch [8][3180/3757] lr: 1.000e-02, eta: 8 days, 1:36:58, time: 1.844, data_time: 0.605, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6672, loss_cls: 2.5093, loss: 2.5093, grad_norm: 5.4740 2020-07-25 19:49:35,256 - mmaction - INFO - Epoch [8][3200/3757] lr: 1.000e-02, eta: 8 days, 1:36:24, time: 2.038, data_time: 0.795, memory: 5170, top1_acc: 0.4086, top5_acc: 0.6781, loss_cls: 2.5528, loss: 2.5528, grad_norm: 5.5456 2020-07-25 19:50:12,538 - mmaction - INFO - Epoch [8][3220/3757] lr: 1.000e-02, eta: 8 days, 1:35:09, time: 1.865, data_time: 0.034, memory: 5170, top1_acc: 0.4336, top5_acc: 0.6914, loss_cls: 2.5163, loss: 2.5163, grad_norm: 5.3968 2020-07-25 19:50:49,655 - mmaction - INFO - Epoch [8][3240/3757] lr: 1.000e-02, eta: 8 days, 1:33:51, time: 1.855, data_time: 0.058, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6914, loss_cls: 2.5051, loss: 2.5051, grad_norm: 5.3776 2020-07-25 19:51:31,746 - mmaction - INFO - Epoch [8][3260/3757] lr: 1.000e-02, eta: 8 days, 1:33:31, time: 2.098, data_time: 0.398, memory: 5170, top1_acc: 0.4359, top5_acc: 0.7031, loss_cls: 2.4956, loss: 2.4956, grad_norm: 5.4650 2020-07-25 19:52:09,869 - mmaction - INFO - Epoch [8][3280/3757] lr: 1.000e-02, eta: 8 days, 1:32:26, time: 1.909, data_time: 0.232, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6813, loss_cls: 2.5350, loss: 2.5350, grad_norm: 5.4970 2020-07-25 19:52:50,670 - mmaction - INFO - Epoch [8][3300/3757] lr: 1.000e-02, eta: 8 days, 1:31:53, time: 2.044, data_time: 0.223, memory: 5170, top1_acc: 0.4555, top5_acc: 0.6875, loss_cls: 2.4551, loss: 2.4551, grad_norm: 5.4481 2020-07-25 19:53:30,503 - mmaction - INFO - Epoch [8][3320/3757] lr: 1.000e-02, eta: 8 days, 1:31:08, time: 1.992, data_time: 0.009, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6977, loss_cls: 2.4798, loss: 2.4798, grad_norm: 5.4961 2020-07-25 19:54:09,494 - mmaction - INFO - Epoch [8][3340/3757] lr: 1.000e-02, eta: 8 days, 1:30:13, time: 1.948, data_time: 0.015, memory: 5170, top1_acc: 0.4289, top5_acc: 0.7008, loss_cls: 2.4216, loss: 2.4216, grad_norm: 5.4536 2020-07-25 19:54:46,207 - mmaction - INFO - Epoch [8][3360/3757] lr: 1.000e-02, eta: 8 days, 1:28:51, time: 1.837, data_time: 0.052, memory: 5170, top1_acc: 0.4469, top5_acc: 0.7023, loss_cls: 2.4518, loss: 2.4518, grad_norm: 5.5357 2020-07-25 19:55:26,581 - mmaction - INFO - Epoch [8][3380/3757] lr: 1.000e-02, eta: 8 days, 1:28:13, time: 2.019, data_time: 0.011, memory: 5170, top1_acc: 0.4211, top5_acc: 0.6906, loss_cls: 2.5341, loss: 2.5341, grad_norm: 5.6261 2020-07-25 19:56:05,216 - mmaction - INFO - Epoch [8][3400/3757] lr: 1.000e-02, eta: 8 days, 1:27:13, time: 1.929, data_time: 0.003, memory: 5170, top1_acc: 0.4234, top5_acc: 0.6687, loss_cls: 2.5526, loss: 2.5526, grad_norm: 5.6133 2020-07-25 19:56:48,385 - mmaction - INFO - Epoch [8][3420/3757] lr: 1.000e-02, eta: 8 days, 1:27:05, time: 2.153, data_time: 0.015, memory: 5170, top1_acc: 0.4086, top5_acc: 0.6828, loss_cls: 2.5939, loss: 2.5939, grad_norm: 5.6069 2020-07-25 19:57:23,219 - mmaction - INFO - Epoch [8][3440/3757] lr: 1.000e-02, eta: 8 days, 1:25:24, time: 1.750, data_time: 0.011, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6945, loss_cls: 2.4543, loss: 2.4543, grad_norm: 5.5410 2020-07-25 19:58:00,365 - mmaction - INFO - Epoch [8][3460/3757] lr: 1.000e-02, eta: 8 days, 1:24:07, time: 1.858, data_time: 0.003, memory: 5170, top1_acc: 0.4391, top5_acc: 0.7078, loss_cls: 2.4231, loss: 2.4231, grad_norm: 5.5511 2020-07-25 19:58:40,410 - mmaction - INFO - Epoch [8][3480/3757] lr: 1.000e-02, eta: 8 days, 1:23:23, time: 1.995, data_time: 0.007, memory: 5170, top1_acc: 0.4102, top5_acc: 0.6727, loss_cls: 2.5626, loss: 2.5626, grad_norm: 5.5396 2020-07-25 19:59:20,472 - mmaction - INFO - Epoch [8][3500/3757] lr: 1.000e-02, eta: 8 days, 1:22:42, time: 2.008, data_time: 0.342, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6727, loss_cls: 2.5339, loss: 2.5339, grad_norm: 5.5385 2020-07-25 19:59:58,505 - mmaction - INFO - Epoch [8][3520/3757] lr: 1.000e-02, eta: 8 days, 1:21:36, time: 1.903, data_time: 0.140, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6914, loss_cls: 2.5378, loss: 2.5378, grad_norm: 5.4114 2020-07-25 20:00:38,611 - mmaction - INFO - Epoch [8][3540/3757] lr: 1.000e-02, eta: 8 days, 1:20:51, time: 1.993, data_time: 0.143, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6945, loss_cls: 2.4891, loss: 2.4891, grad_norm: 5.4499 2020-07-25 20:01:16,191 - mmaction - INFO - Epoch [8][3560/3757] lr: 1.000e-02, eta: 8 days, 1:19:43, time: 1.890, data_time: 0.264, memory: 5170, top1_acc: 0.4352, top5_acc: 0.7008, loss_cls: 2.4781, loss: 2.4781, grad_norm: 5.4702 2020-07-25 20:01:56,731 - mmaction - INFO - Epoch [8][3580/3757] lr: 1.000e-02, eta: 8 days, 1:19:06, time: 2.028, data_time: 0.009, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7086, loss_cls: 2.4107, loss: 2.4107, grad_norm: 5.4058 2020-07-25 20:02:40,020 - mmaction - INFO - Epoch [8][3600/3757] lr: 1.000e-02, eta: 8 days, 1:19:00, time: 2.162, data_time: 0.003, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6813, loss_cls: 2.5363, loss: 2.5363, grad_norm: 5.5839 2020-07-25 20:03:18,635 - mmaction - INFO - Epoch [8][3620/3757] lr: 1.000e-02, eta: 8 days, 1:18:00, time: 1.927, data_time: 0.009, memory: 5170, top1_acc: 0.4281, top5_acc: 0.6766, loss_cls: 2.5034, loss: 2.5034, grad_norm: 5.4525 2020-07-25 20:03:53,338 - mmaction - INFO - Epoch [8][3640/3757] lr: 1.000e-02, eta: 8 days, 1:16:18, time: 1.742, data_time: 0.009, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6906, loss_cls: 2.5379, loss: 2.5379, grad_norm: 5.6302 2020-07-25 20:04:31,164 - mmaction - INFO - Epoch [8][3660/3757] lr: 1.000e-02, eta: 8 days, 1:15:08, time: 1.884, data_time: 0.008, memory: 5170, top1_acc: 0.4195, top5_acc: 0.6805, loss_cls: 2.5421, loss: 2.5421, grad_norm: 5.5226 2020-07-25 20:05:10,392 - mmaction - INFO - Epoch [8][3680/3757] lr: 1.000e-02, eta: 8 days, 1:14:17, time: 1.969, data_time: 0.024, memory: 5170, top1_acc: 0.4391, top5_acc: 0.7156, loss_cls: 2.4323, loss: 2.4323, grad_norm: 5.4254 2020-07-25 20:05:48,081 - mmaction - INFO - Epoch [8][3700/3757] lr: 1.000e-02, eta: 8 days, 1:13:08, time: 1.885, data_time: 0.003, memory: 5170, top1_acc: 0.4484, top5_acc: 0.6969, loss_cls: 2.4322, loss: 2.4322, grad_norm: 5.4435 2020-07-25 20:06:28,786 - mmaction - INFO - Epoch [8][3720/3757] lr: 1.000e-02, eta: 8 days, 1:12:31, time: 2.027, data_time: 0.008, memory: 5170, top1_acc: 0.4461, top5_acc: 0.7086, loss_cls: 2.3794, loss: 2.3794, grad_norm: 5.5301 2020-07-25 20:07:08,854 - mmaction - INFO - Epoch [8][3740/3757] lr: 1.000e-02, eta: 8 days, 1:11:50, time: 2.011, data_time: 0.652, memory: 5170, top1_acc: 0.3953, top5_acc: 0.6648, loss_cls: 2.5802, loss: 2.5802, grad_norm: 5.7793 2020-07-25 20:07:34,934 - mmaction - INFO - Saving checkpoint at 8 epochs 2020-07-25 20:08:31,178 - mmaction - INFO - Epoch [9][20/3757] lr: 1.000e-02, eta: 8 days, 1:06:52, time: 2.749, data_time: 1.226, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6906, loss_cls: 2.4371, loss: 2.4371, grad_norm: 5.5201 2020-07-25 20:09:09,619 - mmaction - INFO - Epoch [9][40/3757] lr: 1.000e-02, eta: 8 days, 1:05:52, time: 1.925, data_time: 0.318, memory: 5170, top1_acc: 0.4422, top5_acc: 0.7047, loss_cls: 2.4461, loss: 2.4461, grad_norm: 5.5082 2020-07-25 20:09:48,819 - mmaction - INFO - Epoch [9][60/3757] lr: 1.000e-02, eta: 8 days, 1:04:58, time: 1.953, data_time: 0.004, memory: 5170, top1_acc: 0.4484, top5_acc: 0.6898, loss_cls: 2.5088, loss: 2.5088, grad_norm: 5.6017 2020-07-25 20:10:26,181 - mmaction - INFO - Epoch [9][80/3757] lr: 1.000e-02, eta: 8 days, 1:03:46, time: 1.870, data_time: 0.058, memory: 5170, top1_acc: 0.4445, top5_acc: 0.7008, loss_cls: 2.4190, loss: 2.4190, grad_norm: 5.5233 2020-07-25 20:11:08,305 - mmaction - INFO - Epoch [9][100/3757] lr: 1.000e-02, eta: 8 days, 1:03:29, time: 2.113, data_time: 0.009, memory: 5170, top1_acc: 0.4477, top5_acc: 0.7094, loss_cls: 2.4170, loss: 2.4170, grad_norm: 5.4980 2020-07-25 20:11:48,146 - mmaction - INFO - Epoch [9][120/3757] lr: 1.000e-02, eta: 8 days, 1:02:43, time: 1.986, data_time: 0.005, memory: 5170, top1_acc: 0.4500, top5_acc: 0.6961, loss_cls: 2.4262, loss: 2.4262, grad_norm: 5.5252 2020-07-25 20:12:25,511 - mmaction - INFO - Epoch [9][140/3757] lr: 1.000e-02, eta: 8 days, 1:01:31, time: 1.873, data_time: 0.009, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6867, loss_cls: 2.4980, loss: 2.4980, grad_norm: 5.6395 2020-07-25 20:13:03,678 - mmaction - INFO - Epoch [9][160/3757] lr: 1.000e-02, eta: 8 days, 1:00:25, time: 1.900, data_time: 0.009, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6773, loss_cls: 2.5291, loss: 2.5291, grad_norm: 5.5875 2020-07-25 20:13:42,871 - mmaction - INFO - Epoch [9][180/3757] lr: 1.000e-02, eta: 8 days, 0:59:34, time: 1.965, data_time: 0.021, memory: 5170, top1_acc: 0.4102, top5_acc: 0.6922, loss_cls: 2.4818, loss: 2.4818, grad_norm: 5.5549 2020-07-25 20:14:21,245 - mmaction - INFO - Epoch [9][200/3757] lr: 1.000e-02, eta: 8 days, 0:58:32, time: 1.916, data_time: 0.012, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6977, loss_cls: 2.4762, loss: 2.4762, grad_norm: 5.4649 2020-07-25 20:14:59,419 - mmaction - INFO - Epoch [9][220/3757] lr: 1.000e-02, eta: 8 days, 0:57:30, time: 1.915, data_time: 0.011, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7055, loss_cls: 2.3951, loss: 2.3951, grad_norm: 5.3565 2020-07-25 20:15:37,741 - mmaction - INFO - Epoch [9][240/3757] lr: 1.000e-02, eta: 8 days, 0:56:27, time: 1.911, data_time: 0.008, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6930, loss_cls: 2.4421, loss: 2.4421, grad_norm: 5.3551 2020-07-25 20:16:15,512 - mmaction - INFO - Epoch [9][260/3757] lr: 1.000e-02, eta: 8 days, 0:55:20, time: 1.891, data_time: 0.009, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6953, loss_cls: 2.4332, loss: 2.4332, grad_norm: 5.5289 2020-07-25 20:16:53,929 - mmaction - INFO - Epoch [9][280/3757] lr: 1.000e-02, eta: 8 days, 0:54:19, time: 1.920, data_time: 0.011, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6906, loss_cls: 2.4096, loss: 2.4096, grad_norm: 5.4762 2020-07-25 20:17:33,031 - mmaction - INFO - Epoch [9][300/3757] lr: 1.000e-02, eta: 8 days, 0:53:27, time: 1.959, data_time: 0.009, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7328, loss_cls: 2.2928, loss: 2.2928, grad_norm: 5.2953 2020-07-25 20:18:13,811 - mmaction - INFO - Epoch [9][320/3757] lr: 1.000e-02, eta: 8 days, 0:52:52, time: 2.036, data_time: 0.009, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6992, loss_cls: 2.4829, loss: 2.4829, grad_norm: 5.6600 2020-07-25 20:18:53,325 - mmaction - INFO - Epoch [9][340/3757] lr: 1.000e-02, eta: 8 days, 0:52:03, time: 1.972, data_time: 0.007, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6805, loss_cls: 2.4543, loss: 2.4543, grad_norm: 5.5847 2020-07-25 20:19:35,490 - mmaction - INFO - Epoch [9][360/3757] lr: 1.000e-02, eta: 8 days, 0:51:46, time: 2.114, data_time: 0.010, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6859, loss_cls: 2.5449, loss: 2.5449, grad_norm: 5.4115 2020-07-25 20:20:11,881 - mmaction - INFO - Epoch [9][380/3757] lr: 1.000e-02, eta: 8 days, 0:50:23, time: 1.819, data_time: 0.015, memory: 5170, top1_acc: 0.4477, top5_acc: 0.6969, loss_cls: 2.4319, loss: 2.4319, grad_norm: 5.4598 2020-07-25 20:20:51,822 - mmaction - INFO - Epoch [9][400/3757] lr: 1.000e-02, eta: 8 days, 0:49:39, time: 1.996, data_time: 0.039, memory: 5170, top1_acc: 0.4383, top5_acc: 0.7031, loss_cls: 2.4107, loss: 2.4107, grad_norm: 5.4715 2020-07-25 20:21:33,356 - mmaction - INFO - Epoch [9][420/3757] lr: 1.000e-02, eta: 8 days, 0:49:14, time: 2.078, data_time: 0.010, memory: 5170, top1_acc: 0.4437, top5_acc: 0.6773, loss_cls: 2.4946, loss: 2.4946, grad_norm: 5.4401 2020-07-25 20:22:10,081 - mmaction - INFO - Epoch [9][440/3757] lr: 1.000e-02, eta: 8 days, 0:47:54, time: 1.835, data_time: 0.008, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6977, loss_cls: 2.4963, loss: 2.4963, grad_norm: 5.5602 2020-07-25 20:22:48,524 - mmaction - INFO - Epoch [9][460/3757] lr: 1.000e-02, eta: 8 days, 0:46:54, time: 1.924, data_time: 0.574, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6953, loss_cls: 2.4268, loss: 2.4268, grad_norm: 5.4739 2020-07-25 20:23:28,292 - mmaction - INFO - Epoch [9][480/3757] lr: 1.000e-02, eta: 8 days, 0:46:09, time: 1.989, data_time: 0.661, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7070, loss_cls: 2.3909, loss: 2.3909, grad_norm: 5.4272 2020-07-25 20:24:06,521 - mmaction - INFO - Epoch [9][500/3757] lr: 1.000e-02, eta: 8 days, 0:45:06, time: 1.909, data_time: 0.986, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6969, loss_cls: 2.4788, loss: 2.4788, grad_norm: 5.5585 2020-07-25 20:24:47,808 - mmaction - INFO - Epoch [9][520/3757] lr: 1.000e-02, eta: 8 days, 0:44:38, time: 2.066, data_time: 0.641, memory: 5170, top1_acc: 0.4281, top5_acc: 0.7078, loss_cls: 2.4436, loss: 2.4436, grad_norm: 5.5128 2020-07-25 20:25:26,775 - mmaction - INFO - Epoch [9][540/3757] lr: 1.000e-02, eta: 8 days, 0:43:43, time: 1.944, data_time: 0.120, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7148, loss_cls: 2.3814, loss: 2.3814, grad_norm: 5.5177 2020-07-25 20:26:03,567 - mmaction - INFO - Epoch [9][560/3757] lr: 1.000e-02, eta: 8 days, 0:42:25, time: 1.843, data_time: 0.009, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6742, loss_cls: 2.4979, loss: 2.4979, grad_norm: 5.6600 2020-07-25 20:26:42,619 - mmaction - INFO - Epoch [9][580/3757] lr: 1.000e-02, eta: 8 days, 0:41:31, time: 1.948, data_time: 0.059, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6836, loss_cls: 2.5182, loss: 2.5182, grad_norm: 5.5846 2020-07-25 20:27:19,436 - mmaction - INFO - Epoch [9][600/3757] lr: 1.000e-02, eta: 8 days, 0:40:14, time: 1.848, data_time: 0.030, memory: 5170, top1_acc: 0.4289, top5_acc: 0.6969, loss_cls: 2.4805, loss: 2.4805, grad_norm: 5.6339 2020-07-25 20:27:56,992 - mmaction - INFO - Epoch [9][620/3757] lr: 1.000e-02, eta: 8 days, 0:39:02, time: 1.871, data_time: 0.079, memory: 5170, top1_acc: 0.4469, top5_acc: 0.6906, loss_cls: 2.4349, loss: 2.4349, grad_norm: 5.4336 2020-07-25 20:28:33,866 - mmaction - INFO - Epoch [9][640/3757] lr: 1.000e-02, eta: 8 days, 0:37:46, time: 1.850, data_time: 0.070, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6914, loss_cls: 2.4383, loss: 2.4383, grad_norm: 5.4396 2020-07-25 20:29:16,349 - mmaction - INFO - Epoch [9][660/3757] lr: 1.000e-02, eta: 8 days, 0:37:20, time: 2.070, data_time: 0.009, memory: 5170, top1_acc: 0.4109, top5_acc: 0.6914, loss_cls: 2.5098, loss: 2.5098, grad_norm: 5.5279 2020-07-25 20:29:53,216 - mmaction - INFO - Epoch [9][680/3757] lr: 1.000e-02, eta: 8 days, 0:36:14, time: 1.898, data_time: 0.059, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6727, loss_cls: 2.5286, loss: 2.5286, grad_norm: 5.5412 2020-07-25 20:30:34,733 - mmaction - INFO - Epoch [9][700/3757] lr: 1.000e-02, eta: 8 days, 0:35:47, time: 2.070, data_time: 0.008, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6961, loss_cls: 2.4519, loss: 2.4519, grad_norm: 5.5087 2020-07-25 20:31:15,450 - mmaction - INFO - Epoch [9][720/3757] lr: 1.000e-02, eta: 8 days, 0:35:14, time: 2.041, data_time: 0.010, memory: 5170, top1_acc: 0.4383, top5_acc: 0.7031, loss_cls: 2.4616, loss: 2.4616, grad_norm: 5.5467 2020-07-25 20:31:54,044 - mmaction - INFO - Epoch [9][740/3757] lr: 1.000e-02, eta: 8 days, 0:34:16, time: 1.930, data_time: 0.003, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6742, loss_cls: 2.5622, loss: 2.5622, grad_norm: 5.5830 2020-07-25 20:32:33,869 - mmaction - INFO - Epoch [9][760/3757] lr: 1.000e-02, eta: 8 days, 0:33:32, time: 1.991, data_time: 0.009, memory: 5170, top1_acc: 0.4211, top5_acc: 0.7047, loss_cls: 2.4834, loss: 2.4834, grad_norm: 5.5081 2020-07-25 20:33:13,355 - mmaction - INFO - Epoch [9][780/3757] lr: 1.000e-02, eta: 8 days, 0:32:41, time: 1.964, data_time: 0.008, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6898, loss_cls: 2.5179, loss: 2.5179, grad_norm: 5.5778 2020-07-25 20:33:52,010 - mmaction - INFO - Epoch [9][800/3757] lr: 1.000e-02, eta: 8 days, 0:31:46, time: 1.943, data_time: 0.013, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6656, loss_cls: 2.4862, loss: 2.4862, grad_norm: 5.4230 2020-07-25 20:34:32,415 - mmaction - INFO - Epoch [9][820/3757] lr: 1.000e-02, eta: 8 days, 0:31:08, time: 2.017, data_time: 0.008, memory: 5170, top1_acc: 0.4445, top5_acc: 0.6820, loss_cls: 2.5049, loss: 2.5049, grad_norm: 5.5598 2020-07-25 20:35:10,826 - mmaction - INFO - Epoch [9][840/3757] lr: 1.000e-02, eta: 8 days, 0:30:08, time: 1.923, data_time: 0.005, memory: 5170, top1_acc: 0.4578, top5_acc: 0.6961, loss_cls: 2.3891, loss: 2.3891, grad_norm: 5.5530 2020-07-25 20:35:47,437 - mmaction - INFO - Epoch [9][860/3757] lr: 1.000e-02, eta: 8 days, 0:28:48, time: 1.830, data_time: 0.002, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6773, loss_cls: 2.5362, loss: 2.5362, grad_norm: 5.5995 2020-07-25 20:36:28,005 - mmaction - INFO - Epoch [9][880/3757] lr: 1.000e-02, eta: 8 days, 0:28:12, time: 2.029, data_time: 0.009, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6930, loss_cls: 2.4365, loss: 2.4365, grad_norm: 5.4924 2020-07-25 20:37:02,822 - mmaction - INFO - Epoch [9][900/3757] lr: 1.000e-02, eta: 8 days, 0:26:32, time: 1.740, data_time: 0.002, memory: 5170, top1_acc: 0.4391, top5_acc: 0.7094, loss_cls: 2.4084, loss: 2.4084, grad_norm: 5.4315 2020-07-25 20:37:43,165 - mmaction - INFO - Epoch [9][920/3757] lr: 1.000e-02, eta: 8 days, 0:25:52, time: 2.011, data_time: 0.009, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6898, loss_cls: 2.4354, loss: 2.4354, grad_norm: 5.5104 2020-07-25 20:38:24,562 - mmaction - INFO - Epoch [9][940/3757] lr: 1.000e-02, eta: 8 days, 0:25:26, time: 2.076, data_time: 0.010, memory: 5170, top1_acc: 0.4344, top5_acc: 0.6672, loss_cls: 2.4916, loss: 2.4916, grad_norm: 5.5484 2020-07-25 20:39:02,734 - mmaction - INFO - Epoch [9][960/3757] lr: 1.000e-02, eta: 8 days, 0:24:24, time: 1.909, data_time: 0.003, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7141, loss_cls: 2.3760, loss: 2.3760, grad_norm: 5.5562 2020-07-25 20:39:41,754 - mmaction - INFO - Epoch [9][980/3757] lr: 1.000e-02, eta: 8 days, 0:23:28, time: 1.941, data_time: 0.008, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7008, loss_cls: 2.4588, loss: 2.4588, grad_norm: 5.6218 2020-07-25 20:40:21,167 - mmaction - INFO - Epoch [9][1000/3757] lr: 1.000e-02, eta: 8 days, 0:22:41, time: 1.977, data_time: 0.013, memory: 5170, top1_acc: 0.4234, top5_acc: 0.6656, loss_cls: 2.6035, loss: 2.6035, grad_norm: 5.6800 2020-07-25 20:40:57,617 - mmaction - INFO - Epoch [9][1020/3757] lr: 1.000e-02, eta: 8 days, 0:21:19, time: 1.823, data_time: 0.008, memory: 5170, top1_acc: 0.4344, top5_acc: 0.6953, loss_cls: 2.5283, loss: 2.5283, grad_norm: 5.5090 2020-07-25 20:41:36,584 - mmaction - INFO - Epoch [9][1040/3757] lr: 1.000e-02, eta: 8 days, 0:20:27, time: 1.953, data_time: 0.006, memory: 5170, top1_acc: 0.4328, top5_acc: 0.7047, loss_cls: 2.4376, loss: 2.4376, grad_norm: 5.4400 2020-07-25 20:42:15,280 - mmaction - INFO - Epoch [9][1060/3757] lr: 1.000e-02, eta: 8 days, 0:19:28, time: 1.927, data_time: 0.006, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6898, loss_cls: 2.4768, loss: 2.4768, grad_norm: 5.4637 2020-07-25 20:42:56,703 - mmaction - INFO - Epoch [9][1080/3757] lr: 1.000e-02, eta: 8 days, 0:19:02, time: 2.074, data_time: 0.010, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6914, loss_cls: 2.5102, loss: 2.5102, grad_norm: 5.6658 2020-07-25 20:43:34,098 - mmaction - INFO - Epoch [9][1100/3757] lr: 1.000e-02, eta: 8 days, 0:17:51, time: 1.871, data_time: 0.010, memory: 5170, top1_acc: 0.4437, top5_acc: 0.6859, loss_cls: 2.4728, loss: 2.4728, grad_norm: 5.4966 2020-07-25 20:44:14,122 - mmaction - INFO - Epoch [9][1120/3757] lr: 1.000e-02, eta: 8 days, 0:17:10, time: 2.001, data_time: 0.008, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6859, loss_cls: 2.4417, loss: 2.4417, grad_norm: 5.4483 2020-07-25 20:44:52,575 - mmaction - INFO - Epoch [9][1140/3757] lr: 1.000e-02, eta: 8 days, 0:16:11, time: 1.924, data_time: 0.017, memory: 5170, top1_acc: 0.4367, top5_acc: 0.7039, loss_cls: 2.4435, loss: 2.4435, grad_norm: 5.5164 2020-07-25 20:45:31,115 - mmaction - INFO - Epoch [9][1160/3757] lr: 1.000e-02, eta: 8 days, 0:15:12, time: 1.925, data_time: 0.044, memory: 5170, top1_acc: 0.4336, top5_acc: 0.7086, loss_cls: 2.4252, loss: 2.4252, grad_norm: 5.5389 2020-07-25 20:46:11,114 - mmaction - INFO - Epoch [9][1180/3757] lr: 1.000e-02, eta: 8 days, 0:14:30, time: 2.002, data_time: 0.039, memory: 5170, top1_acc: 0.4492, top5_acc: 0.6969, loss_cls: 2.4387, loss: 2.4387, grad_norm: 5.5059 2020-07-25 20:46:49,477 - mmaction - INFO - Epoch [9][1200/3757] lr: 1.000e-02, eta: 8 days, 0:13:28, time: 1.911, data_time: 0.299, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6727, loss_cls: 2.5481, loss: 2.5481, grad_norm: 5.7377 2020-07-25 20:47:26,852 - mmaction - INFO - Epoch [9][1220/3757] lr: 1.000e-02, eta: 8 days, 0:12:19, time: 1.876, data_time: 1.186, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6898, loss_cls: 2.4798, loss: 2.4798, grad_norm: 5.7274 2020-07-25 20:48:08,352 - mmaction - INFO - Epoch [9][1240/3757] lr: 1.000e-02, eta: 8 days, 0:11:52, time: 2.072, data_time: 1.508, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6844, loss_cls: 2.4902, loss: 2.4902, grad_norm: 5.6005 2020-07-25 20:48:47,415 - mmaction - INFO - Epoch [9][1260/3757] lr: 1.000e-02, eta: 8 days, 0:11:00, time: 1.956, data_time: 1.367, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7039, loss_cls: 2.4054, loss: 2.4054, grad_norm: 5.6774 2020-07-25 20:49:25,989 - mmaction - INFO - Epoch [9][1280/3757] lr: 1.000e-02, eta: 8 days, 0:10:01, time: 1.922, data_time: 0.699, memory: 5170, top1_acc: 0.4453, top5_acc: 0.6930, loss_cls: 2.4896, loss: 2.4896, grad_norm: 5.7675 2020-07-25 20:50:04,123 - mmaction - INFO - Epoch [9][1300/3757] lr: 1.000e-02, eta: 8 days, 0:09:00, time: 1.915, data_time: 0.280, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6727, loss_cls: 2.5235, loss: 2.5235, grad_norm: 5.5770 2020-07-25 20:50:42,592 - mmaction - INFO - Epoch [9][1320/3757] lr: 1.000e-02, eta: 8 days, 0:08:02, time: 1.924, data_time: 0.002, memory: 5170, top1_acc: 0.4430, top5_acc: 0.6953, loss_cls: 2.4491, loss: 2.4491, grad_norm: 5.5124 2020-07-25 20:51:22,917 - mmaction - INFO - Epoch [9][1340/3757] lr: 1.000e-02, eta: 8 days, 0:07:22, time: 2.010, data_time: 0.009, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6937, loss_cls: 2.4154, loss: 2.4154, grad_norm: 5.4150 2020-07-25 20:52:03,050 - mmaction - INFO - Epoch [9][1360/3757] lr: 1.000e-02, eta: 8 days, 0:06:42, time: 2.011, data_time: 0.010, memory: 5170, top1_acc: 0.4211, top5_acc: 0.6820, loss_cls: 2.5398, loss: 2.5398, grad_norm: 5.5926 2020-07-25 20:52:41,364 - mmaction - INFO - Epoch [9][1380/3757] lr: 1.000e-02, eta: 8 days, 0:05:41, time: 1.912, data_time: 0.008, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6648, loss_cls: 2.5277, loss: 2.5277, grad_norm: 5.4030 2020-07-25 20:53:19,275 - mmaction - INFO - Epoch [9][1400/3757] lr: 1.000e-02, eta: 8 days, 0:04:37, time: 1.899, data_time: 0.009, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6906, loss_cls: 2.4666, loss: 2.4666, grad_norm: 5.5604 2020-07-25 20:53:59,770 - mmaction - INFO - Epoch [9][1420/3757] lr: 1.000e-02, eta: 8 days, 0:03:32, time: 1.899, data_time: 0.008, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6891, loss_cls: 2.4281, loss: 2.4281, grad_norm: 5.4695 2020-07-25 20:54:36,783 - mmaction - INFO - Epoch [9][1440/3757] lr: 1.000e-02, eta: 8 days, 0:02:45, time: 1.976, data_time: 0.128, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6805, loss_cls: 2.4777, loss: 2.4777, grad_norm: 5.5901 2020-07-25 20:55:18,998 - mmaction - INFO - Epoch [9][1460/3757] lr: 1.000e-02, eta: 8 days, 0:02:27, time: 2.111, data_time: 0.009, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6773, loss_cls: 2.4885, loss: 2.4885, grad_norm: 5.5018 2020-07-25 20:56:00,362 - mmaction - INFO - Epoch [9][1480/3757] lr: 1.000e-02, eta: 8 days, 0:02:00, time: 2.068, data_time: 0.004, memory: 5170, top1_acc: 0.4195, top5_acc: 0.6805, loss_cls: 2.5699, loss: 2.5699, grad_norm: 5.5793 2020-07-25 20:56:36,786 - mmaction - INFO - Epoch [9][1500/3757] lr: 1.000e-02, eta: 8 days, 0:00:39, time: 1.821, data_time: 0.021, memory: 5170, top1_acc: 0.4430, top5_acc: 0.7047, loss_cls: 2.4302, loss: 2.4302, grad_norm: 5.5291 2020-07-25 20:57:17,050 - mmaction - INFO - Epoch [9][1520/3757] lr: 1.000e-02, eta: 7 days, 23:59:59, time: 2.009, data_time: 0.016, memory: 5170, top1_acc: 0.4344, top5_acc: 0.6906, loss_cls: 2.4899, loss: 2.4899, grad_norm: 5.6363 2020-07-25 20:57:58,411 - mmaction - INFO - Epoch [9][1540/3757] lr: 1.000e-02, eta: 7 days, 23:59:32, time: 2.070, data_time: 0.011, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6703, loss_cls: 2.5128, loss: 2.5128, grad_norm: 5.4506 2020-07-25 20:58:35,224 - mmaction - INFO - Epoch [9][1560/3757] lr: 1.000e-02, eta: 7 days, 23:58:14, time: 1.837, data_time: 0.012, memory: 5170, top1_acc: 0.4648, top5_acc: 0.6852, loss_cls: 2.4103, loss: 2.4103, grad_norm: 5.2948 2020-07-25 20:59:14,424 - mmaction - INFO - Epoch [9][1580/3757] lr: 1.000e-02, eta: 7 days, 23:57:25, time: 1.968, data_time: 0.011, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7250, loss_cls: 2.3100, loss: 2.3100, grad_norm: 5.5339 2020-07-25 20:59:52,187 - mmaction - INFO - Epoch [9][1600/3757] lr: 1.000e-02, eta: 7 days, 23:56:17, time: 1.880, data_time: 0.008, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6711, loss_cls: 2.5237, loss: 2.5237, grad_norm: 5.4678 2020-07-25 21:00:31,506 - mmaction - INFO - Epoch [9][1620/3757] lr: 1.000e-02, eta: 7 days, 23:55:27, time: 1.962, data_time: 0.010, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6789, loss_cls: 2.4997, loss: 2.4997, grad_norm: 5.6249 2020-07-25 21:01:11,500 - mmaction - INFO - Epoch [9][1640/3757] lr: 1.000e-02, eta: 7 days, 23:54:47, time: 2.011, data_time: 0.029, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7094, loss_cls: 2.4201, loss: 2.4201, grad_norm: 5.5291 2020-07-25 21:01:53,873 - mmaction - INFO - Epoch [9][1660/3757] lr: 1.000e-02, eta: 7 days, 23:54:30, time: 2.112, data_time: 0.008, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6930, loss_cls: 2.4425, loss: 2.4425, grad_norm: 5.5818 2020-07-25 21:02:28,471 - mmaction - INFO - Epoch [9][1680/3757] lr: 1.000e-02, eta: 7 days, 23:52:49, time: 1.731, data_time: 0.011, memory: 5170, top1_acc: 0.4555, top5_acc: 0.6953, loss_cls: 2.4378, loss: 2.4378, grad_norm: 5.4387 2020-07-25 21:03:06,276 - mmaction - INFO - Epoch [9][1700/3757] lr: 1.000e-02, eta: 7 days, 23:51:45, time: 1.896, data_time: 0.377, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6945, loss_cls: 2.4679, loss: 2.4679, grad_norm: 5.4277 2020-07-25 21:03:47,190 - mmaction - INFO - Epoch [9][1720/3757] lr: 1.000e-02, eta: 7 days, 23:51:12, time: 2.042, data_time: 0.099, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6898, loss_cls: 2.4717, loss: 2.4717, grad_norm: 5.5550 2020-07-25 21:04:26,322 - mmaction - INFO - Epoch [9][1740/3757] lr: 1.000e-02, eta: 7 days, 23:50:21, time: 1.955, data_time: 0.322, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6977, loss_cls: 2.4543, loss: 2.4543, grad_norm: 5.5216 2020-07-25 21:05:08,592 - mmaction - INFO - Epoch [9][1760/3757] lr: 1.000e-02, eta: 7 days, 23:50:04, time: 2.116, data_time: 0.483, memory: 5170, top1_acc: 0.4328, top5_acc: 0.6898, loss_cls: 2.5206, loss: 2.5206, grad_norm: 5.6150 2020-07-25 21:05:48,047 - mmaction - INFO - Epoch [9][1780/3757] lr: 1.000e-02, eta: 7 days, 23:49:16, time: 1.975, data_time: 1.267, memory: 5170, top1_acc: 0.4336, top5_acc: 0.6867, loss_cls: 2.4865, loss: 2.4865, grad_norm: 5.6072 2020-07-25 21:06:26,403 - mmaction - INFO - Epoch [9][1800/3757] lr: 1.000e-02, eta: 7 days, 23:48:16, time: 1.915, data_time: 0.620, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7094, loss_cls: 2.4045, loss: 2.4045, grad_norm: 5.6360 2020-07-25 21:07:03,775 - mmaction - INFO - Epoch [9][1820/3757] lr: 1.000e-02, eta: 7 days, 23:47:06, time: 1.872, data_time: 0.815, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6992, loss_cls: 2.4670, loss: 2.4670, grad_norm: 5.6757 2020-07-25 21:07:46,830 - mmaction - INFO - Epoch [9][1840/3757] lr: 1.000e-02, eta: 7 days, 23:46:56, time: 2.145, data_time: 1.284, memory: 5170, top1_acc: 0.4430, top5_acc: 0.7016, loss_cls: 2.4479, loss: 2.4479, grad_norm: 5.4573 2020-07-25 21:08:24,657 - mmaction - INFO - Epoch [9][1860/3757] lr: 1.000e-02, eta: 7 days, 23:45:52, time: 1.897, data_time: 0.971, memory: 5170, top1_acc: 0.4445, top5_acc: 0.6984, loss_cls: 2.4456, loss: 2.4456, grad_norm: 5.5593 2020-07-25 21:09:05,982 - mmaction - INFO - Epoch [9][1880/3757] lr: 1.000e-02, eta: 7 days, 23:45:23, time: 2.064, data_time: 1.267, memory: 5170, top1_acc: 0.4398, top5_acc: 0.7063, loss_cls: 2.4104, loss: 2.4104, grad_norm: 5.5824 2020-07-25 21:09:42,826 - mmaction - INFO - Epoch [9][1900/3757] lr: 1.000e-02, eta: 7 days, 23:44:07, time: 1.840, data_time: 1.079, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7125, loss_cls: 2.3650, loss: 2.3650, grad_norm: 5.4151 2020-07-25 21:10:21,010 - mmaction - INFO - Epoch [9][1920/3757] lr: 1.000e-02, eta: 7 days, 23:43:05, time: 1.908, data_time: 1.153, memory: 5170, top1_acc: 0.4305, top5_acc: 0.7039, loss_cls: 2.4038, loss: 2.4038, grad_norm: 5.5423 2020-07-25 21:11:00,138 - mmaction - INFO - Epoch [9][1940/3757] lr: 1.000e-02, eta: 7 days, 23:42:16, time: 1.964, data_time: 0.460, memory: 5170, top1_acc: 0.4453, top5_acc: 0.7070, loss_cls: 2.3892, loss: 2.3892, grad_norm: 5.6024 2020-07-25 21:11:41,303 - mmaction - INFO - Epoch [9][1960/3757] lr: 1.000e-02, eta: 7 days, 23:41:46, time: 2.057, data_time: 0.078, memory: 5170, top1_acc: 0.4055, top5_acc: 0.6562, loss_cls: 2.6039, loss: 2.6039, grad_norm: 5.6706 2020-07-25 21:12:19,735 - mmaction - INFO - Epoch [9][1980/3757] lr: 1.000e-02, eta: 7 days, 23:40:47, time: 1.920, data_time: 0.005, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7016, loss_cls: 2.3842, loss: 2.3842, grad_norm: 5.3488 2020-07-25 21:12:59,488 - mmaction - INFO - Epoch [9][2000/3757] lr: 1.000e-02, eta: 7 days, 23:40:03, time: 1.987, data_time: 0.011, memory: 5170, top1_acc: 0.4453, top5_acc: 0.6773, loss_cls: 2.5143, loss: 2.5143, grad_norm: 5.5342 2020-07-25 21:13:37,136 - mmaction - INFO - Epoch [9][2020/3757] lr: 1.000e-02, eta: 7 days, 23:38:57, time: 1.887, data_time: 0.009, memory: 5170, top1_acc: 0.4078, top5_acc: 0.6680, loss_cls: 2.5858, loss: 2.5858, grad_norm: 5.6299 2020-07-25 21:14:14,287 - mmaction - INFO - Epoch [9][2040/3757] lr: 1.000e-02, eta: 7 days, 23:37:44, time: 1.857, data_time: 0.007, memory: 5170, top1_acc: 0.4336, top5_acc: 0.6906, loss_cls: 2.5506, loss: 2.5506, grad_norm: 5.5881 2020-07-25 21:14:51,434 - mmaction - INFO - Epoch [9][2060/3757] lr: 1.000e-02, eta: 7 days, 23:36:31, time: 1.856, data_time: 0.064, memory: 5170, top1_acc: 0.4453, top5_acc: 0.6953, loss_cls: 2.4430, loss: 2.4430, grad_norm: 5.4876 2020-07-25 21:15:31,256 - mmaction - INFO - Epoch [9][2080/3757] lr: 1.000e-02, eta: 7 days, 23:35:46, time: 1.983, data_time: 0.321, memory: 5170, top1_acc: 0.4445, top5_acc: 0.7039, loss_cls: 2.4417, loss: 2.4417, grad_norm: 5.4136 2020-07-25 21:16:13,033 - mmaction - INFO - Epoch [9][2100/3757] lr: 1.000e-02, eta: 7 days, 23:35:24, time: 2.091, data_time: 0.149, memory: 5170, top1_acc: 0.4437, top5_acc: 0.7008, loss_cls: 2.4231, loss: 2.4231, grad_norm: 5.4431 2020-07-25 21:16:51,825 - mmaction - INFO - Epoch [9][2120/3757] lr: 1.000e-02, eta: 7 days, 23:34:30, time: 1.942, data_time: 0.010, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6891, loss_cls: 2.4623, loss: 2.4623, grad_norm: 5.5872 2020-07-25 21:17:33,417 - mmaction - INFO - Epoch [9][2140/3757] lr: 1.000e-02, eta: 7 days, 23:34:05, time: 2.080, data_time: 0.287, memory: 5170, top1_acc: 0.4406, top5_acc: 0.6930, loss_cls: 2.4894, loss: 2.4894, grad_norm: 5.6217 2020-07-25 21:18:15,320 - mmaction - INFO - Epoch [9][2160/3757] lr: 1.000e-02, eta: 7 days, 23:33:44, time: 2.099, data_time: 0.009, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6734, loss_cls: 2.5041, loss: 2.5041, grad_norm: 5.4424 2020-07-25 21:18:46,057 - mmaction - INFO - Epoch [9][2180/3757] lr: 1.000e-02, eta: 7 days, 23:31:22, time: 1.530, data_time: 0.195, memory: 5170, top1_acc: 0.4500, top5_acc: 0.7008, loss_cls: 2.4173, loss: 2.4173, grad_norm: 5.4578 2020-07-25 21:19:27,430 - mmaction - INFO - Epoch [9][2200/3757] lr: 1.000e-02, eta: 7 days, 23:30:56, time: 2.072, data_time: 0.301, memory: 5170, top1_acc: 0.4055, top5_acc: 0.6828, loss_cls: 2.5799, loss: 2.5799, grad_norm: 5.6185 2020-07-25 21:20:06,523 - mmaction - INFO - Epoch [9][2220/3757] lr: 1.000e-02, eta: 7 days, 23:30:05, time: 1.956, data_time: 0.150, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6766, loss_cls: 2.5260, loss: 2.5260, grad_norm: 5.4493 2020-07-25 21:20:47,693 - mmaction - INFO - Epoch [9][2240/3757] lr: 1.000e-02, eta: 7 days, 23:29:36, time: 2.058, data_time: 0.747, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6977, loss_cls: 2.4756, loss: 2.4756, grad_norm: 5.4664 2020-07-25 21:21:28,306 - mmaction - INFO - Epoch [9][2260/3757] lr: 1.000e-02, eta: 7 days, 23:29:00, time: 2.026, data_time: 1.045, memory: 5170, top1_acc: 0.4445, top5_acc: 0.6836, loss_cls: 2.4808, loss: 2.4808, grad_norm: 5.5538 2020-07-25 21:22:05,910 - mmaction - INFO - Epoch [9][2280/3757] lr: 1.000e-02, eta: 7 days, 23:27:53, time: 1.883, data_time: 1.189, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6813, loss_cls: 2.5218, loss: 2.5218, grad_norm: 5.6016 2020-07-25 21:22:46,771 - mmaction - INFO - Epoch [9][2300/3757] lr: 1.000e-02, eta: 7 days, 23:27:21, time: 2.045, data_time: 1.306, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6859, loss_cls: 2.4761, loss: 2.4761, grad_norm: 5.6069 2020-07-25 21:23:25,713 - mmaction - INFO - Epoch [9][2320/3757] lr: 1.000e-02, eta: 7 days, 23:26:27, time: 1.941, data_time: 0.506, memory: 5170, top1_acc: 0.4289, top5_acc: 0.6836, loss_cls: 2.4911, loss: 2.4911, grad_norm: 5.7091 2020-07-25 21:24:04,325 - mmaction - INFO - Epoch [9][2340/3757] lr: 1.000e-02, eta: 7 days, 23:25:32, time: 1.938, data_time: 0.053, memory: 5170, top1_acc: 0.4234, top5_acc: 0.6898, loss_cls: 2.4945, loss: 2.4945, grad_norm: 5.7123 2020-07-25 21:24:42,608 - mmaction - INFO - Epoch [9][2360/3757] lr: 1.000e-02, eta: 7 days, 23:24:32, time: 1.914, data_time: 0.153, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6953, loss_cls: 2.4748, loss: 2.4748, grad_norm: 5.5349 2020-07-25 21:25:22,122 - mmaction - INFO - Epoch [9][2380/3757] lr: 1.000e-02, eta: 7 days, 23:23:43, time: 1.968, data_time: 0.177, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6844, loss_cls: 2.4664, loss: 2.4664, grad_norm: 5.5390 2020-07-25 21:26:01,542 - mmaction - INFO - Epoch [9][2400/3757] lr: 1.000e-02, eta: 7 days, 23:22:57, time: 1.979, data_time: 0.199, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6867, loss_cls: 2.5080, loss: 2.5080, grad_norm: 5.5790 2020-07-25 21:26:40,473 - mmaction - INFO - Epoch [9][2420/3757] lr: 1.000e-02, eta: 7 days, 23:22:03, time: 1.943, data_time: 0.005, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6844, loss_cls: 2.5088, loss: 2.5088, grad_norm: 5.5039 2020-07-25 21:27:18,850 - mmaction - INFO - Epoch [9][2440/3757] lr: 1.000e-02, eta: 7 days, 23:21:03, time: 1.913, data_time: 0.629, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6937, loss_cls: 2.4899, loss: 2.4899, grad_norm: 5.5627 2020-07-25 21:27:54,795 - mmaction - INFO - Epoch [9][2460/3757] lr: 1.000e-02, eta: 7 days, 23:19:40, time: 1.804, data_time: 0.814, memory: 5170, top1_acc: 0.4164, top5_acc: 0.6836, loss_cls: 2.5402, loss: 2.5402, grad_norm: 5.6014 2020-07-25 21:28:36,244 - mmaction - INFO - Epoch [9][2480/3757] lr: 1.000e-02, eta: 7 days, 23:19:15, time: 2.075, data_time: 1.057, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6781, loss_cls: 2.5483, loss: 2.5483, grad_norm: 5.5972 2020-07-25 21:29:12,217 - mmaction - INFO - Epoch [9][2500/3757] lr: 1.000e-02, eta: 7 days, 23:17:49, time: 1.791, data_time: 0.870, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6898, loss_cls: 2.5221, loss: 2.5221, grad_norm: 5.4543 2020-07-25 21:29:52,869 - mmaction - INFO - Epoch [9][2520/3757] lr: 1.000e-02, eta: 7 days, 23:17:16, time: 2.039, data_time: 0.265, memory: 5170, top1_acc: 0.4477, top5_acc: 0.6922, loss_cls: 2.4611, loss: 2.4611, grad_norm: 5.4657 2020-07-25 21:30:33,494 - mmaction - INFO - Epoch [9][2540/3757] lr: 1.000e-02, eta: 7 days, 23:16:40, time: 2.029, data_time: 0.003, memory: 5170, top1_acc: 0.4602, top5_acc: 0.6984, loss_cls: 2.4120, loss: 2.4120, grad_norm: 5.4823 2020-07-25 21:31:11,096 - mmaction - INFO - Epoch [9][2560/3757] lr: 1.000e-02, eta: 7 days, 23:15:34, time: 1.883, data_time: 0.007, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7008, loss_cls: 2.4198, loss: 2.4198, grad_norm: 5.6598 2020-07-25 21:31:49,003 - mmaction - INFO - Epoch [9][2580/3757] lr: 1.000e-02, eta: 7 days, 23:14:29, time: 1.888, data_time: 0.783, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6750, loss_cls: 2.5158, loss: 2.5158, grad_norm: 5.6256 2020-07-25 21:32:29,019 - mmaction - INFO - Epoch [9][2600/3757] lr: 1.000e-02, eta: 7 days, 23:13:49, time: 2.007, data_time: 1.360, memory: 5170, top1_acc: 0.4437, top5_acc: 0.6883, loss_cls: 2.4862, loss: 2.4862, grad_norm: 5.4741 2020-07-25 21:33:05,638 - mmaction - INFO - Epoch [9][2620/3757] lr: 1.000e-02, eta: 7 days, 23:12:31, time: 1.828, data_time: 0.597, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6984, loss_cls: 2.4567, loss: 2.4567, grad_norm: 5.4869 2020-07-25 21:33:46,029 - mmaction - INFO - Epoch [9][2640/3757] lr: 1.000e-02, eta: 7 days, 23:11:54, time: 2.023, data_time: 0.837, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6664, loss_cls: 2.5564, loss: 2.5564, grad_norm: 5.5062 2020-07-25 21:34:22,638 - mmaction - INFO - Epoch [9][2660/3757] lr: 1.000e-02, eta: 7 days, 23:10:36, time: 1.823, data_time: 0.870, memory: 5170, top1_acc: 0.4500, top5_acc: 0.7039, loss_cls: 2.4241, loss: 2.4241, grad_norm: 5.3961 2020-07-25 21:34:59,809 - mmaction - INFO - Epoch [9][2680/3757] lr: 1.000e-02, eta: 7 days, 23:09:26, time: 1.865, data_time: 0.369, memory: 5170, top1_acc: 0.4469, top5_acc: 0.6969, loss_cls: 2.4224, loss: 2.4224, grad_norm: 5.3955 2020-07-25 21:35:41,411 - mmaction - INFO - Epoch [9][2700/3757] lr: 1.000e-02, eta: 7 days, 23:09:01, time: 2.081, data_time: 0.010, memory: 5170, top1_acc: 0.4234, top5_acc: 0.6859, loss_cls: 2.5105, loss: 2.5105, grad_norm: 5.5868 2020-07-25 21:36:21,124 - mmaction - INFO - Epoch [9][2720/3757] lr: 1.000e-02, eta: 7 days, 23:08:17, time: 1.986, data_time: 0.009, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7016, loss_cls: 2.4287, loss: 2.4287, grad_norm: 5.4894 2020-07-25 21:36:58,250 - mmaction - INFO - Epoch [9][2740/3757] lr: 1.000e-02, eta: 7 days, 23:07:05, time: 1.854, data_time: 0.002, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6852, loss_cls: 2.4790, loss: 2.4790, grad_norm: 5.5552 2020-07-25 21:37:38,756 - mmaction - INFO - Epoch [9][2760/3757] lr: 1.000e-02, eta: 7 days, 23:06:28, time: 2.024, data_time: 0.010, memory: 5170, top1_acc: 0.4461, top5_acc: 0.6977, loss_cls: 2.4332, loss: 2.4332, grad_norm: 5.4945 2020-07-25 21:38:18,855 - mmaction - INFO - Epoch [9][2780/3757] lr: 1.000e-02, eta: 7 days, 23:05:48, time: 2.008, data_time: 0.005, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7008, loss_cls: 2.3931, loss: 2.3931, grad_norm: 5.4555 2020-07-25 21:38:55,483 - mmaction - INFO - Epoch [9][2800/3757] lr: 1.000e-02, eta: 7 days, 23:04:31, time: 1.825, data_time: 0.027, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6867, loss_cls: 2.5350, loss: 2.5350, grad_norm: 5.6117 2020-07-25 21:39:35,142 - mmaction - INFO - Epoch [9][2820/3757] lr: 1.000e-02, eta: 7 days, 23:03:47, time: 1.988, data_time: 0.010, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6977, loss_cls: 2.5002, loss: 2.5002, grad_norm: 5.4798 2020-07-25 21:40:11,870 - mmaction - INFO - Epoch [9][2840/3757] lr: 1.000e-02, eta: 7 days, 23:02:31, time: 1.836, data_time: 0.003, memory: 5170, top1_acc: 0.4437, top5_acc: 0.7094, loss_cls: 2.3647, loss: 2.3647, grad_norm: 5.4611 2020-07-25 21:40:53,003 - mmaction - INFO - Epoch [9][2860/3757] lr: 1.000e-02, eta: 7 days, 23:02:02, time: 2.059, data_time: 0.040, memory: 5170, top1_acc: 0.4164, top5_acc: 0.6828, loss_cls: 2.5540, loss: 2.5540, grad_norm: 5.5768 2020-07-25 21:41:35,226 - mmaction - INFO - Epoch [9][2880/3757] lr: 1.000e-02, eta: 7 days, 23:01:43, time: 2.111, data_time: 0.008, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6945, loss_cls: 2.5071, loss: 2.5071, grad_norm: 5.6897 2020-07-25 21:42:11,728 - mmaction - INFO - Epoch [9][2900/3757] lr: 1.000e-02, eta: 7 days, 23:00:24, time: 1.818, data_time: 0.007, memory: 5170, top1_acc: 0.4281, top5_acc: 0.6797, loss_cls: 2.4988, loss: 2.4988, grad_norm: 5.6898 2020-07-25 21:42:51,711 - mmaction - INFO - Epoch [9][2920/3757] lr: 1.000e-02, eta: 7 days, 22:59:43, time: 2.002, data_time: 0.009, memory: 5170, top1_acc: 0.4188, top5_acc: 0.6789, loss_cls: 2.6070, loss: 2.6070, grad_norm: 5.6503 2020-07-25 21:43:32,851 - mmaction - INFO - Epoch [9][2940/3757] lr: 1.000e-02, eta: 7 days, 22:59:14, time: 2.059, data_time: 0.006, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6664, loss_cls: 2.5163, loss: 2.5163, grad_norm: 5.4932 2020-07-25 21:44:09,046 - mmaction - INFO - Epoch [9][2960/3757] lr: 1.000e-02, eta: 7 days, 22:57:53, time: 1.812, data_time: 0.010, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6945, loss_cls: 2.5024, loss: 2.5024, grad_norm: 5.4736 2020-07-25 21:44:45,249 - mmaction - INFO - Epoch [9][2980/3757] lr: 1.000e-02, eta: 7 days, 22:56:33, time: 1.810, data_time: 0.002, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7086, loss_cls: 2.3954, loss: 2.3954, grad_norm: 5.4022 2020-07-25 21:45:26,130 - mmaction - INFO - Epoch [9][3000/3757] lr: 1.000e-02, eta: 7 days, 22:55:59, time: 2.037, data_time: 0.007, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6695, loss_cls: 2.5996, loss: 2.5996, grad_norm: 5.5029 2020-07-25 21:46:03,726 - mmaction - INFO - Epoch [9][3020/3757] lr: 1.000e-02, eta: 7 days, 22:54:53, time: 1.883, data_time: 0.010, memory: 5170, top1_acc: 0.4367, top5_acc: 0.7102, loss_cls: 2.3896, loss: 2.3896, grad_norm: 5.3566 2020-07-25 21:46:41,321 - mmaction - INFO - Epoch [9][3040/3757] lr: 1.000e-02, eta: 7 days, 22:53:47, time: 1.878, data_time: 0.011, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6805, loss_cls: 2.5144, loss: 2.5144, grad_norm: 5.4893 2020-07-25 21:47:19,022 - mmaction - INFO - Epoch [9][3060/3757] lr: 1.000e-02, eta: 7 days, 22:52:42, time: 1.887, data_time: 0.021, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6898, loss_cls: 2.4581, loss: 2.4581, grad_norm: 5.4931 2020-07-25 21:47:58,112 - mmaction - INFO - Epoch [9][3080/3757] lr: 1.000e-02, eta: 7 days, 22:51:52, time: 1.959, data_time: 0.009, memory: 5170, top1_acc: 0.4547, top5_acc: 0.6875, loss_cls: 2.4416, loss: 2.4416, grad_norm: 5.4009 2020-07-25 21:48:37,765 - mmaction - INFO - Epoch [9][3100/3757] lr: 1.000e-02, eta: 7 days, 22:51:07, time: 1.981, data_time: 0.002, memory: 5170, top1_acc: 0.4344, top5_acc: 0.6867, loss_cls: 2.4641, loss: 2.4641, grad_norm: 5.4820 2020-07-25 21:49:16,175 - mmaction - INFO - Epoch [9][3120/3757] lr: 1.000e-02, eta: 7 days, 22:50:08, time: 1.917, data_time: 0.009, memory: 5170, top1_acc: 0.4523, top5_acc: 0.6984, loss_cls: 2.4363, loss: 2.4363, grad_norm: 5.4395 2020-07-25 21:49:55,758 - mmaction - INFO - Epoch [9][3140/3757] lr: 1.000e-02, eta: 7 days, 22:49:23, time: 1.982, data_time: 0.009, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6844, loss_cls: 2.4955, loss: 2.4955, grad_norm: 5.4982 2020-07-25 21:50:36,117 - mmaction - INFO - Epoch [9][3160/3757] lr: 1.000e-02, eta: 7 days, 22:48:44, time: 2.010, data_time: 0.010, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7078, loss_cls: 2.4277, loss: 2.4277, grad_norm: 5.4761 2020-07-25 21:51:14,682 - mmaction - INFO - Epoch [9][3180/3757] lr: 1.000e-02, eta: 7 days, 22:47:50, time: 1.936, data_time: 0.557, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6602, loss_cls: 2.5595, loss: 2.5595, grad_norm: 5.4679 2020-07-25 21:51:53,439 - mmaction - INFO - Epoch [9][3200/3757] lr: 1.000e-02, eta: 7 days, 22:46:54, time: 1.931, data_time: 0.945, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7125, loss_cls: 2.3572, loss: 2.3572, grad_norm: 5.4681 2020-07-25 21:52:31,455 - mmaction - INFO - Epoch [9][3220/3757] lr: 1.000e-02, eta: 7 days, 22:45:54, time: 1.909, data_time: 0.366, memory: 5170, top1_acc: 0.4508, top5_acc: 0.6984, loss_cls: 2.4037, loss: 2.4037, grad_norm: 5.5421 2020-07-25 21:53:10,445 - mmaction - INFO - Epoch [9][3240/3757] lr: 1.000e-02, eta: 7 days, 22:45:01, time: 1.944, data_time: 0.008, memory: 5170, top1_acc: 0.4266, top5_acc: 0.7078, loss_cls: 2.4964, loss: 2.4964, grad_norm: 5.6961 2020-07-25 21:53:50,239 - mmaction - INFO - Epoch [9][3260/3757] lr: 1.000e-02, eta: 7 days, 22:44:19, time: 1.994, data_time: 0.211, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7102, loss_cls: 2.3798, loss: 2.3798, grad_norm: 5.5105 2020-07-25 21:54:28,292 - mmaction - INFO - Epoch [9][3280/3757] lr: 1.000e-02, eta: 7 days, 22:43:17, time: 1.897, data_time: 0.256, memory: 5170, top1_acc: 0.4289, top5_acc: 0.6891, loss_cls: 2.4799, loss: 2.4799, grad_norm: 5.5879 2020-07-25 21:55:08,877 - mmaction - INFO - Epoch [9][3300/3757] lr: 1.000e-02, eta: 7 days, 22:42:43, time: 2.035, data_time: 0.020, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6930, loss_cls: 2.4617, loss: 2.4617, grad_norm: 5.4080 2020-07-25 21:55:46,777 - mmaction - INFO - Epoch [9][3320/3757] lr: 1.000e-02, eta: 7 days, 22:41:40, time: 1.894, data_time: 0.003, memory: 5170, top1_acc: 0.4219, top5_acc: 0.6852, loss_cls: 2.5292, loss: 2.5292, grad_norm: 5.5289 2020-07-25 21:56:23,345 - mmaction - INFO - Epoch [9][3340/3757] lr: 1.000e-02, eta: 7 days, 22:40:22, time: 1.820, data_time: 0.010, memory: 5170, top1_acc: 0.4375, top5_acc: 0.7063, loss_cls: 2.5081, loss: 2.5081, grad_norm: 5.6009 2020-07-25 21:57:03,339 - mmaction - INFO - Epoch [9][3360/3757] lr: 1.000e-02, eta: 7 days, 22:39:42, time: 2.009, data_time: 0.012, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7125, loss_cls: 2.4021, loss: 2.4021, grad_norm: 5.5947 2020-07-25 21:57:39,361 - mmaction - INFO - Epoch [9][3380/3757] lr: 1.000e-02, eta: 7 days, 22:38:20, time: 1.800, data_time: 0.019, memory: 5170, top1_acc: 0.4500, top5_acc: 0.6844, loss_cls: 2.4848, loss: 2.4848, grad_norm: 5.5365 2020-07-25 21:58:18,517 - mmaction - INFO - Epoch [9][3400/3757] lr: 1.000e-02, eta: 7 days, 22:37:30, time: 1.958, data_time: 0.008, memory: 5170, top1_acc: 0.4344, top5_acc: 0.6883, loss_cls: 2.4940, loss: 2.4940, grad_norm: 5.7365 2020-07-25 21:58:57,713 - mmaction - INFO - Epoch [9][3420/3757] lr: 1.000e-02, eta: 7 days, 22:36:41, time: 1.960, data_time: 0.004, memory: 5170, top1_acc: 0.4203, top5_acc: 0.6813, loss_cls: 2.5496, loss: 2.5496, grad_norm: 5.8259 2020-07-25 21:59:39,065 - mmaction - INFO - Epoch [9][3440/3757] lr: 1.000e-02, eta: 7 days, 22:36:13, time: 2.063, data_time: 0.077, memory: 5170, top1_acc: 0.4305, top5_acc: 0.7016, loss_cls: 2.4669, loss: 2.4669, grad_norm: 5.5477 2020-07-25 22:00:14,825 - mmaction - INFO - Epoch [9][3460/3757] lr: 1.000e-02, eta: 7 days, 22:34:46, time: 1.779, data_time: 0.009, memory: 5170, top1_acc: 0.4062, top5_acc: 0.6781, loss_cls: 2.5482, loss: 2.5482, grad_norm: 5.6613 2020-07-25 22:00:57,177 - mmaction - INFO - Epoch [9][3480/3757] lr: 1.000e-02, eta: 7 days, 22:34:32, time: 2.129, data_time: 0.028, memory: 5170, top1_acc: 0.4344, top5_acc: 0.7016, loss_cls: 2.3899, loss: 2.3899, grad_norm: 5.4616 2020-07-25 22:01:37,640 - mmaction - INFO - Epoch [9][3500/3757] lr: 1.000e-02, eta: 7 days, 22:33:56, time: 2.027, data_time: 0.007, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6969, loss_cls: 2.4980, loss: 2.4980, grad_norm: 5.5682 2020-07-25 22:02:12,704 - mmaction - INFO - Epoch [9][3520/3757] lr: 1.000e-02, eta: 7 days, 22:32:23, time: 1.744, data_time: 0.010, memory: 5170, top1_acc: 0.4398, top5_acc: 0.7023, loss_cls: 2.4370, loss: 2.4370, grad_norm: 5.5345 2020-07-25 22:02:54,858 - mmaction - INFO - Epoch [9][3540/3757] lr: 1.000e-02, eta: 7 days, 22:32:04, time: 2.109, data_time: 0.029, memory: 5170, top1_acc: 0.4437, top5_acc: 0.7078, loss_cls: 2.4212, loss: 2.4212, grad_norm: 5.4873 2020-07-25 22:03:32,680 - mmaction - INFO - Epoch [9][3560/3757] lr: 1.000e-02, eta: 7 days, 22:31:02, time: 1.896, data_time: 0.021, memory: 5170, top1_acc: 0.4039, top5_acc: 0.6719, loss_cls: 2.5810, loss: 2.5810, grad_norm: 5.6363 2020-07-25 22:04:10,321 - mmaction - INFO - Epoch [9][3580/3757] lr: 1.000e-02, eta: 7 days, 22:29:57, time: 1.884, data_time: 0.111, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6852, loss_cls: 2.5330, loss: 2.5330, grad_norm: 5.6757 2020-07-25 22:04:53,214 - mmaction - INFO - Epoch [9][3600/3757] lr: 1.000e-02, eta: 7 days, 22:29:45, time: 2.145, data_time: 0.006, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6930, loss_cls: 2.5017, loss: 2.5017, grad_norm: 5.4576 2020-07-25 22:05:34,658 - mmaction - INFO - Epoch [9][3620/3757] lr: 1.000e-02, eta: 7 days, 22:29:19, time: 2.072, data_time: 0.007, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6883, loss_cls: 2.4796, loss: 2.4796, grad_norm: 5.5522 2020-07-25 22:06:09,816 - mmaction - INFO - Epoch [9][3640/3757] lr: 1.000e-02, eta: 7 days, 22:27:48, time: 1.756, data_time: 0.002, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7055, loss_cls: 2.3774, loss: 2.3774, grad_norm: 5.4999 2020-07-25 22:06:49,824 - mmaction - INFO - Epoch [9][3660/3757] lr: 1.000e-02, eta: 7 days, 22:27:06, time: 1.996, data_time: 0.011, memory: 5170, top1_acc: 0.4484, top5_acc: 0.6898, loss_cls: 2.4637, loss: 2.4637, grad_norm: 5.6088 2020-07-25 22:07:26,995 - mmaction - INFO - Epoch [9][3680/3757] lr: 1.000e-02, eta: 7 days, 22:25:58, time: 1.865, data_time: 0.009, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6844, loss_cls: 2.4606, loss: 2.4606, grad_norm: 5.3975 2020-07-25 22:08:08,412 - mmaction - INFO - Epoch [9][3700/3757] lr: 1.000e-02, eta: 7 days, 22:25:30, time: 2.065, data_time: 0.014, memory: 5170, top1_acc: 0.4477, top5_acc: 0.6922, loss_cls: 2.4335, loss: 2.4335, grad_norm: 5.3898 2020-07-25 22:08:47,735 - mmaction - INFO - Epoch [9][3720/3757] lr: 1.000e-02, eta: 7 days, 22:24:42, time: 1.967, data_time: 0.865, memory: 5170, top1_acc: 0.4461, top5_acc: 0.7109, loss_cls: 2.3893, loss: 2.3893, grad_norm: 5.4358 2020-07-25 22:09:28,049 - mmaction - INFO - Epoch [9][3740/3757] lr: 1.000e-02, eta: 7 days, 22:24:05, time: 2.019, data_time: 0.705, memory: 5170, top1_acc: 0.4086, top5_acc: 0.6695, loss_cls: 2.5720, loss: 2.5720, grad_norm: 5.6816 2020-07-25 22:09:51,794 - mmaction - INFO - Saving checkpoint at 9 epochs 2020-07-25 22:10:49,445 - mmaction - INFO - Epoch [10][20/3757] lr: 1.000e-02, eta: 7 days, 22:19:44, time: 2.786, data_time: 0.749, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7023, loss_cls: 2.3792, loss: 2.3792, grad_norm: 5.4028 2020-07-25 22:11:29,177 - mmaction - INFO - Epoch [10][40/3757] lr: 1.000e-02, eta: 7 days, 22:19:01, time: 1.989, data_time: 0.009, memory: 5170, top1_acc: 0.4477, top5_acc: 0.7023, loss_cls: 2.4092, loss: 2.4092, grad_norm: 5.4782 2020-07-25 22:12:05,170 - mmaction - INFO - Epoch [10][60/3757] lr: 1.000e-02, eta: 7 days, 22:17:39, time: 1.796, data_time: 0.010, memory: 5170, top1_acc: 0.4570, top5_acc: 0.6867, loss_cls: 2.4261, loss: 2.4261, grad_norm: 5.4407 2020-07-25 22:12:49,930 - mmaction - INFO - Epoch [10][80/3757] lr: 1.000e-02, eta: 7 days, 22:17:47, time: 2.241, data_time: 0.079, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7133, loss_cls: 2.3891, loss: 2.3891, grad_norm: 5.5695 2020-07-25 22:13:25,063 - mmaction - INFO - Epoch [10][100/3757] lr: 1.000e-02, eta: 7 days, 22:16:16, time: 1.751, data_time: 0.115, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6984, loss_cls: 2.3988, loss: 2.3988, grad_norm: 5.3702 2020-07-25 22:14:05,539 - mmaction - INFO - Epoch [10][120/3757] lr: 1.000e-02, eta: 7 days, 22:15:41, time: 2.032, data_time: 0.284, memory: 5170, top1_acc: 0.4766, top5_acc: 0.6969, loss_cls: 2.3710, loss: 2.3710, grad_norm: 5.3916 2020-07-25 22:14:44,860 - mmaction - INFO - Epoch [10][140/3757] lr: 1.000e-02, eta: 7 days, 22:14:53, time: 1.965, data_time: 0.002, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7031, loss_cls: 2.3965, loss: 2.3965, grad_norm: 5.6384 2020-07-25 22:15:25,174 - mmaction - INFO - Epoch [10][160/3757] lr: 1.000e-02, eta: 7 days, 22:14:14, time: 2.009, data_time: 0.082, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6820, loss_cls: 2.4556, loss: 2.4556, grad_norm: 5.6281 2020-07-25 22:16:05,219 - mmaction - INFO - Epoch [10][180/3757] lr: 1.000e-02, eta: 7 days, 22:13:35, time: 2.007, data_time: 0.012, memory: 5170, top1_acc: 0.4484, top5_acc: 0.6969, loss_cls: 2.4244, loss: 2.4244, grad_norm: 5.6492 2020-07-25 22:16:45,337 - mmaction - INFO - Epoch [10][200/3757] lr: 1.000e-02, eta: 7 days, 22:12:54, time: 2.003, data_time: 0.009, memory: 5170, top1_acc: 0.4477, top5_acc: 0.6820, loss_cls: 2.4432, loss: 2.4432, grad_norm: 5.6273 2020-07-25 22:17:23,212 - mmaction - INFO - Epoch [10][220/3757] lr: 1.000e-02, eta: 7 days, 22:11:53, time: 1.900, data_time: 0.011, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7070, loss_cls: 2.4526, loss: 2.4526, grad_norm: 5.4788 2020-07-25 22:18:00,822 - mmaction - INFO - Epoch [10][240/3757] lr: 1.000e-02, eta: 7 days, 22:10:48, time: 1.881, data_time: 0.002, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6961, loss_cls: 2.4547, loss: 2.4547, grad_norm: 5.5598 2020-07-25 22:18:44,504 - mmaction - INFO - Epoch [10][260/3757] lr: 1.000e-02, eta: 7 days, 22:10:43, time: 2.177, data_time: 0.009, memory: 5170, top1_acc: 0.4461, top5_acc: 0.6898, loss_cls: 2.4322, loss: 2.4322, grad_norm: 5.4943 2020-07-25 22:19:19,382 - mmaction - INFO - Epoch [10][280/3757] lr: 1.000e-02, eta: 7 days, 22:09:12, time: 1.750, data_time: 0.010, memory: 5170, top1_acc: 0.4359, top5_acc: 0.6867, loss_cls: 2.4493, loss: 2.4493, grad_norm: 5.4542 2020-07-25 22:20:01,319 - mmaction - INFO - Epoch [10][300/3757] lr: 1.000e-02, eta: 7 days, 22:08:50, time: 2.091, data_time: 0.011, memory: 5170, top1_acc: 0.4414, top5_acc: 0.7000, loss_cls: 2.3899, loss: 2.3899, grad_norm: 5.3785 2020-07-25 22:20:41,178 - mmaction - INFO - Epoch [10][320/3757] lr: 1.000e-02, eta: 7 days, 22:08:08, time: 1.996, data_time: 0.008, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7188, loss_cls: 2.3392, loss: 2.3392, grad_norm: 5.4398 2020-07-25 22:21:20,328 - mmaction - INFO - Epoch [10][340/3757] lr: 1.000e-02, eta: 7 days, 22:07:17, time: 1.951, data_time: 0.010, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7141, loss_cls: 2.3793, loss: 2.3793, grad_norm: 5.5301 2020-07-25 22:21:56,426 - mmaction - INFO - Epoch [10][360/3757] lr: 1.000e-02, eta: 7 days, 22:05:58, time: 1.811, data_time: 0.012, memory: 5170, top1_acc: 0.4719, top5_acc: 0.6953, loss_cls: 2.3511, loss: 2.3511, grad_norm: 5.3183 2020-07-25 22:22:33,854 - mmaction - INFO - Epoch [10][380/3757] lr: 1.000e-02, eta: 7 days, 22:04:52, time: 1.872, data_time: 0.011, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6789, loss_cls: 2.4894, loss: 2.4894, grad_norm: 5.5738 2020-07-25 22:23:15,196 - mmaction - INFO - Epoch [10][400/3757] lr: 1.000e-02, eta: 7 days, 22:04:25, time: 2.070, data_time: 0.009, memory: 5170, top1_acc: 0.4477, top5_acc: 0.7016, loss_cls: 2.3949, loss: 2.3949, grad_norm: 5.5303 2020-07-25 22:23:52,556 - mmaction - INFO - Epoch [10][420/3757] lr: 1.000e-02, eta: 7 days, 22:03:17, time: 1.861, data_time: 0.057, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7109, loss_cls: 2.3036, loss: 2.3036, grad_norm: 5.4312 2020-07-25 22:24:33,173 - mmaction - INFO - Epoch [10][440/3757] lr: 1.000e-02, eta: 7 days, 22:02:43, time: 2.038, data_time: 0.442, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6945, loss_cls: 2.3872, loss: 2.3872, grad_norm: 5.5293 2020-07-25 22:25:10,780 - mmaction - INFO - Epoch [10][460/3757] lr: 1.000e-02, eta: 7 days, 22:01:39, time: 1.880, data_time: 0.002, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7023, loss_cls: 2.3850, loss: 2.3850, grad_norm: 5.4740 2020-07-25 22:25:51,945 - mmaction - INFO - Epoch [10][480/3757] lr: 1.000e-02, eta: 7 days, 22:01:09, time: 2.058, data_time: 0.003, memory: 5170, top1_acc: 0.4227, top5_acc: 0.6961, loss_cls: 2.5173, loss: 2.5173, grad_norm: 5.7850 2020-07-25 22:26:30,080 - mmaction - INFO - Epoch [10][500/3757] lr: 1.000e-02, eta: 7 days, 22:00:09, time: 1.902, data_time: 0.008, memory: 5170, top1_acc: 0.4445, top5_acc: 0.7156, loss_cls: 2.3789, loss: 2.3789, grad_norm: 5.6099 2020-07-25 22:27:08,055 - mmaction - INFO - Epoch [10][520/3757] lr: 1.000e-02, eta: 7 days, 21:59:08, time: 1.897, data_time: 0.017, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7008, loss_cls: 2.4059, loss: 2.4059, grad_norm: 5.5646 2020-07-25 22:27:46,062 - mmaction - INFO - Epoch [10][540/3757] lr: 1.000e-02, eta: 7 days, 21:58:06, time: 1.897, data_time: 0.015, memory: 5170, top1_acc: 0.4523, top5_acc: 0.6922, loss_cls: 2.4489, loss: 2.4489, grad_norm: 5.4764 2020-07-25 22:28:27,330 - mmaction - INFO - Epoch [10][560/3757] lr: 1.000e-02, eta: 7 days, 21:57:40, time: 2.073, data_time: 0.014, memory: 5170, top1_acc: 0.4305, top5_acc: 0.6961, loss_cls: 2.4315, loss: 2.4315, grad_norm: 5.5741 2020-07-25 22:29:04,694 - mmaction - INFO - Epoch [10][580/3757] lr: 1.000e-02, eta: 7 days, 21:56:33, time: 1.869, data_time: 0.010, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6859, loss_cls: 2.4749, loss: 2.4749, grad_norm: 5.5269 2020-07-25 22:29:45,978 - mmaction - INFO - Epoch [10][600/3757] lr: 1.000e-02, eta: 7 days, 21:56:04, time: 2.058, data_time: 0.009, memory: 5170, top1_acc: 0.4391, top5_acc: 0.6867, loss_cls: 2.4798, loss: 2.4798, grad_norm: 5.4849 2020-07-25 22:30:21,588 - mmaction - INFO - Epoch [10][620/3757] lr: 1.000e-02, eta: 7 days, 21:54:41, time: 1.786, data_time: 0.010, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7141, loss_cls: 2.3749, loss: 2.3749, grad_norm: 5.4349 2020-07-25 22:31:00,370 - mmaction - INFO - Epoch [10][640/3757] lr: 1.000e-02, eta: 7 days, 21:53:48, time: 1.940, data_time: 0.004, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7133, loss_cls: 2.3775, loss: 2.3775, grad_norm: 5.5172 2020-07-25 22:31:41,233 - mmaction - INFO - Epoch [10][660/3757] lr: 1.000e-02, eta: 7 days, 21:53:15, time: 2.039, data_time: 0.337, memory: 5170, top1_acc: 0.4461, top5_acc: 0.6828, loss_cls: 2.4905, loss: 2.4905, grad_norm: 5.6498 2020-07-25 22:32:21,773 - mmaction - INFO - Epoch [10][680/3757] lr: 1.000e-02, eta: 7 days, 21:52:39, time: 2.025, data_time: 0.238, memory: 5170, top1_acc: 0.4477, top5_acc: 0.7008, loss_cls: 2.4783, loss: 2.4783, grad_norm: 5.5926 2020-07-25 22:33:01,376 - mmaction - INFO - Epoch [10][700/3757] lr: 1.000e-02, eta: 7 days, 21:51:55, time: 1.981, data_time: 0.014, memory: 5170, top1_acc: 0.4461, top5_acc: 0.7094, loss_cls: 2.4368, loss: 2.4368, grad_norm: 5.5392 2020-07-25 22:33:39,977 - mmaction - INFO - Epoch [10][720/3757] lr: 1.000e-02, eta: 7 days, 21:51:01, time: 1.934, data_time: 0.010, memory: 5170, top1_acc: 0.4648, top5_acc: 0.6961, loss_cls: 2.4347, loss: 2.4347, grad_norm: 5.4852 2020-07-25 22:34:18,838 - mmaction - INFO - Epoch [10][740/3757] lr: 1.000e-02, eta: 7 days, 21:50:09, time: 1.944, data_time: 0.010, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7227, loss_cls: 2.3719, loss: 2.3719, grad_norm: 5.5800 2020-07-25 22:34:58,660 - mmaction - INFO - Epoch [10][760/3757] lr: 1.000e-02, eta: 7 days, 21:49:27, time: 1.990, data_time: 0.041, memory: 5170, top1_acc: 0.4578, top5_acc: 0.6844, loss_cls: 2.4761, loss: 2.4761, grad_norm: 5.5965 2020-07-25 22:35:34,253 - mmaction - INFO - Epoch [10][780/3757] lr: 1.000e-02, eta: 7 days, 21:48:03, time: 1.781, data_time: 0.045, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7195, loss_cls: 2.3753, loss: 2.3753, grad_norm: 5.4560 2020-07-25 22:36:12,232 - mmaction - INFO - Epoch [10][800/3757] lr: 1.000e-02, eta: 7 days, 21:47:02, time: 1.900, data_time: 0.006, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7000, loss_cls: 2.4270, loss: 2.4270, grad_norm: 5.4599 2020-07-25 22:36:51,353 - mmaction - INFO - Epoch [10][820/3757] lr: 1.000e-02, eta: 7 days, 21:46:12, time: 1.950, data_time: 0.007, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7219, loss_cls: 2.2837, loss: 2.2837, grad_norm: 5.4831 2020-07-25 22:37:30,899 - mmaction - INFO - Epoch [10][840/3757] lr: 1.000e-02, eta: 7 days, 21:45:27, time: 1.981, data_time: 0.009, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7188, loss_cls: 2.3536, loss: 2.3536, grad_norm: 5.5995 2020-07-25 22:38:11,174 - mmaction - INFO - Epoch [10][860/3757] lr: 1.000e-02, eta: 7 days, 21:44:48, time: 2.007, data_time: 0.010, memory: 5170, top1_acc: 0.4469, top5_acc: 0.7156, loss_cls: 2.3468, loss: 2.3468, grad_norm: 5.4306 2020-07-25 22:38:46,222 - mmaction - INFO - Epoch [10][880/3757] lr: 1.000e-02, eta: 7 days, 21:43:20, time: 1.761, data_time: 0.011, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6930, loss_cls: 2.4317, loss: 2.4317, grad_norm: 5.6510 2020-07-25 22:39:28,296 - mmaction - INFO - Epoch [10][900/3757] lr: 1.000e-02, eta: 7 days, 21:43:00, time: 2.102, data_time: 0.008, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7063, loss_cls: 2.4102, loss: 2.4102, grad_norm: 5.5539 2020-07-25 22:40:08,227 - mmaction - INFO - Epoch [10][920/3757] lr: 1.000e-02, eta: 7 days, 21:42:19, time: 1.996, data_time: 0.004, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7250, loss_cls: 2.3248, loss: 2.3248, grad_norm: 5.4953 2020-07-25 22:40:42,990 - mmaction - INFO - Epoch [10][940/3757] lr: 1.000e-02, eta: 7 days, 21:40:47, time: 1.740, data_time: 0.004, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7180, loss_cls: 2.2965, loss: 2.2965, grad_norm: 5.4334 2020-07-25 22:41:26,733 - mmaction - INFO - Epoch [10][960/3757] lr: 1.000e-02, eta: 7 days, 21:40:42, time: 2.181, data_time: 0.003, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7031, loss_cls: 2.4312, loss: 2.4312, grad_norm: 5.6128 2020-07-25 22:42:03,763 - mmaction - INFO - Epoch [10][980/3757] lr: 1.000e-02, eta: 7 days, 21:39:32, time: 1.850, data_time: 0.010, memory: 5170, top1_acc: 0.4289, top5_acc: 0.6984, loss_cls: 2.4454, loss: 2.4454, grad_norm: 5.5914 2020-07-25 22:42:44,815 - mmaction - INFO - Epoch [10][1000/3757] lr: 1.000e-02, eta: 7 days, 21:39:02, time: 2.056, data_time: 0.010, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6859, loss_cls: 2.5113, loss: 2.5113, grad_norm: 5.5955 2020-07-25 22:43:24,499 - mmaction - INFO - Epoch [10][1020/3757] lr: 1.000e-02, eta: 7 days, 21:38:19, time: 1.986, data_time: 0.010, memory: 5170, top1_acc: 0.4211, top5_acc: 0.7000, loss_cls: 2.4575, loss: 2.4575, grad_norm: 5.6075 2020-07-25 22:43:59,554 - mmaction - INFO - Epoch [10][1040/3757] lr: 1.000e-02, eta: 7 days, 21:36:50, time: 1.754, data_time: 0.009, memory: 5170, top1_acc: 0.4289, top5_acc: 0.6813, loss_cls: 2.5123, loss: 2.5123, grad_norm: 5.5563 2020-07-25 22:44:37,650 - mmaction - INFO - Epoch [10][1060/3757] lr: 1.000e-02, eta: 7 days, 21:35:51, time: 1.906, data_time: 0.004, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7125, loss_cls: 2.4401, loss: 2.4401, grad_norm: 5.3520 2020-07-25 22:45:18,127 - mmaction - INFO - Epoch [10][1080/3757] lr: 1.000e-02, eta: 7 days, 21:35:14, time: 2.017, data_time: 0.008, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7195, loss_cls: 2.3739, loss: 2.3739, grad_norm: 5.4071 2020-07-25 22:45:54,834 - mmaction - INFO - Epoch [10][1100/3757] lr: 1.000e-02, eta: 7 days, 21:34:03, time: 1.842, data_time: 0.010, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6875, loss_cls: 2.4575, loss: 2.4575, grad_norm: 5.5117 2020-07-25 22:46:33,336 - mmaction - INFO - Epoch [10][1120/3757] lr: 1.000e-02, eta: 7 days, 21:33:06, time: 1.918, data_time: 0.022, memory: 5170, top1_acc: 0.4281, top5_acc: 0.7180, loss_cls: 2.4579, loss: 2.4579, grad_norm: 5.5251 2020-07-25 22:47:12,948 - mmaction - INFO - Epoch [10][1140/3757] lr: 1.000e-02, eta: 7 days, 21:32:23, time: 1.988, data_time: 0.010, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7031, loss_cls: 2.3657, loss: 2.3657, grad_norm: 5.3920 2020-07-25 22:47:52,633 - mmaction - INFO - Epoch [10][1160/3757] lr: 1.000e-02, eta: 7 days, 21:31:38, time: 1.977, data_time: 0.009, memory: 5170, top1_acc: 0.4469, top5_acc: 0.7063, loss_cls: 2.4007, loss: 2.4007, grad_norm: 5.3967 2020-07-25 22:48:29,640 - mmaction - INFO - Epoch [10][1180/3757] lr: 1.000e-02, eta: 7 days, 21:30:30, time: 1.857, data_time: 0.010, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7063, loss_cls: 2.4486, loss: 2.4486, grad_norm: 5.4581 2020-07-25 22:49:09,735 - mmaction - INFO - Epoch [10][1200/3757] lr: 1.000e-02, eta: 7 days, 21:29:49, time: 1.998, data_time: 0.011, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7000, loss_cls: 2.3989, loss: 2.3989, grad_norm: 5.6181 2020-07-25 22:49:52,524 - mmaction - INFO - Epoch [10][1220/3757] lr: 1.000e-02, eta: 7 days, 21:29:36, time: 2.145, data_time: 0.489, memory: 5170, top1_acc: 0.4453, top5_acc: 0.6969, loss_cls: 2.4153, loss: 2.4153, grad_norm: 5.5730 2020-07-25 22:50:31,687 - mmaction - INFO - Epoch [10][1240/3757] lr: 1.000e-02, eta: 7 days, 21:28:48, time: 1.959, data_time: 0.005, memory: 5170, top1_acc: 0.4414, top5_acc: 0.7094, loss_cls: 2.3794, loss: 2.3794, grad_norm: 5.6350 2020-07-25 22:51:09,198 - mmaction - INFO - Epoch [10][1260/3757] lr: 1.000e-02, eta: 7 days, 21:27:43, time: 1.875, data_time: 0.097, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6984, loss_cls: 2.4444, loss: 2.4444, grad_norm: 5.4852 2020-07-25 22:51:48,558 - mmaction - INFO - Epoch [10][1280/3757] lr: 1.000e-02, eta: 7 days, 21:26:56, time: 1.967, data_time: 0.106, memory: 5170, top1_acc: 0.4141, top5_acc: 0.6664, loss_cls: 2.5411, loss: 2.5411, grad_norm: 5.5659 2020-07-25 22:52:29,251 - mmaction - INFO - Epoch [10][1300/3757] lr: 1.000e-02, eta: 7 days, 21:26:23, time: 2.036, data_time: 0.044, memory: 5170, top1_acc: 0.4336, top5_acc: 0.7125, loss_cls: 2.4114, loss: 2.4114, grad_norm: 5.4110 2020-07-25 22:53:04,828 - mmaction - INFO - Epoch [10][1320/3757] lr: 1.000e-02, eta: 7 days, 21:24:59, time: 1.779, data_time: 0.022, memory: 5170, top1_acc: 0.4477, top5_acc: 0.7117, loss_cls: 2.3941, loss: 2.3941, grad_norm: 5.4711 2020-07-25 22:53:41,007 - mmaction - INFO - Epoch [10][1340/3757] lr: 1.000e-02, eta: 7 days, 21:23:41, time: 1.805, data_time: 0.101, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7086, loss_cls: 2.3381, loss: 2.3381, grad_norm: 5.4403 2020-07-25 22:54:22,375 - mmaction - INFO - Epoch [10][1360/3757] lr: 1.000e-02, eta: 7 days, 21:23:14, time: 2.069, data_time: 0.622, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7055, loss_cls: 2.3743, loss: 2.3743, grad_norm: 5.4086 2020-07-25 22:55:01,964 - mmaction - INFO - Epoch [10][1380/3757] lr: 1.000e-02, eta: 7 days, 21:22:30, time: 1.982, data_time: 0.020, memory: 5170, top1_acc: 0.4453, top5_acc: 0.6930, loss_cls: 2.4260, loss: 2.4260, grad_norm: 5.5975 2020-07-25 22:55:42,678 - mmaction - INFO - Epoch [10][1400/3757] lr: 1.000e-02, eta: 7 days, 21:21:56, time: 2.034, data_time: 0.009, memory: 5170, top1_acc: 0.4453, top5_acc: 0.6727, loss_cls: 2.4868, loss: 2.4868, grad_norm: 5.5241 2020-07-25 22:56:20,351 - mmaction - INFO - Epoch [10][1420/3757] lr: 1.000e-02, eta: 7 days, 21:20:54, time: 1.886, data_time: 0.007, memory: 5170, top1_acc: 0.4453, top5_acc: 0.7055, loss_cls: 2.4033, loss: 2.4033, grad_norm: 5.3800 2020-07-25 22:57:02,316 - mmaction - INFO - Epoch [10][1440/3757] lr: 1.000e-02, eta: 7 days, 21:20:31, time: 2.095, data_time: 0.043, memory: 5170, top1_acc: 0.4430, top5_acc: 0.6727, loss_cls: 2.5155, loss: 2.5155, grad_norm: 5.4656 2020-07-25 22:57:41,224 - mmaction - INFO - Epoch [10][1460/3757] lr: 1.000e-02, eta: 7 days, 21:19:41, time: 1.950, data_time: 0.012, memory: 5170, top1_acc: 0.4383, top5_acc: 0.7008, loss_cls: 2.3940, loss: 2.3940, grad_norm: 5.4730 2020-07-25 22:58:21,756 - mmaction - INFO - Epoch [10][1480/3757] lr: 1.000e-02, eta: 7 days, 21:19:05, time: 2.022, data_time: 0.008, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6930, loss_cls: 2.4031, loss: 2.4031, grad_norm: 5.5651 2020-07-25 22:58:59,841 - mmaction - INFO - Epoch [10][1500/3757] lr: 1.000e-02, eta: 7 days, 21:18:07, time: 1.908, data_time: 0.020, memory: 5170, top1_acc: 0.4344, top5_acc: 0.6844, loss_cls: 2.5298, loss: 2.5298, grad_norm: 5.6173 2020-07-25 22:59:39,519 - mmaction - INFO - Epoch [10][1520/3757] lr: 1.000e-02, eta: 7 days, 21:17:23, time: 1.982, data_time: 0.012, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7219, loss_cls: 2.3387, loss: 2.3387, grad_norm: 5.3813 2020-07-25 23:00:21,907 - mmaction - INFO - Epoch [10][1540/3757] lr: 1.000e-02, eta: 7 days, 21:17:05, time: 2.114, data_time: 0.005, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7086, loss_cls: 2.3598, loss: 2.3598, grad_norm: 5.4844 2020-07-25 23:01:01,415 - mmaction - INFO - Epoch [10][1560/3757] lr: 1.000e-02, eta: 7 days, 21:16:20, time: 1.981, data_time: 0.024, memory: 5170, top1_acc: 0.4437, top5_acc: 0.7008, loss_cls: 2.4379, loss: 2.4379, grad_norm: 5.6229 2020-07-25 23:01:35,084 - mmaction - INFO - Epoch [10][1580/3757] lr: 1.000e-02, eta: 7 days, 21:14:38, time: 1.678, data_time: 0.353, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7078, loss_cls: 2.3880, loss: 2.3880, grad_norm: 5.5577 2020-07-25 23:02:16,738 - mmaction - INFO - Epoch [10][1600/3757] lr: 1.000e-02, eta: 7 days, 21:14:14, time: 2.085, data_time: 1.055, memory: 5170, top1_acc: 0.4437, top5_acc: 0.6766, loss_cls: 2.4937, loss: 2.4937, grad_norm: 5.4936 2020-07-25 23:02:54,145 - mmaction - INFO - Epoch [10][1620/3757] lr: 1.000e-02, eta: 7 days, 21:13:08, time: 1.869, data_time: 0.132, memory: 5170, top1_acc: 0.4281, top5_acc: 0.6852, loss_cls: 2.5037, loss: 2.5037, grad_norm: 5.5005 2020-07-25 23:03:35,279 - mmaction - INFO - Epoch [10][1640/3757] lr: 1.000e-02, eta: 7 days, 21:12:40, time: 2.062, data_time: 0.427, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7016, loss_cls: 2.3920, loss: 2.3920, grad_norm: 5.5521 2020-07-25 23:04:13,270 - mmaction - INFO - Epoch [10][1660/3757] lr: 1.000e-02, eta: 7 days, 21:11:40, time: 1.900, data_time: 0.007, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6625, loss_cls: 2.5162, loss: 2.5162, grad_norm: 5.6669 2020-07-25 23:04:53,362 - mmaction - INFO - Epoch [10][1680/3757] lr: 1.000e-02, eta: 7 days, 21:11:01, time: 2.004, data_time: 0.038, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7008, loss_cls: 2.3773, loss: 2.3773, grad_norm: 5.4835 2020-07-25 23:05:33,634 - mmaction - INFO - Epoch [10][1700/3757] lr: 1.000e-02, eta: 7 days, 21:10:23, time: 2.011, data_time: 0.024, memory: 5170, top1_acc: 0.4344, top5_acc: 0.6836, loss_cls: 2.4968, loss: 2.4968, grad_norm: 5.5659 2020-07-25 23:06:12,616 - mmaction - INFO - Epoch [10][1720/3757] lr: 1.000e-02, eta: 7 days, 21:09:32, time: 1.949, data_time: 0.345, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7094, loss_cls: 2.3791, loss: 2.3791, grad_norm: 5.5519 2020-07-25 23:06:50,925 - mmaction - INFO - Epoch [10][1740/3757] lr: 1.000e-02, eta: 7 days, 21:08:36, time: 1.915, data_time: 0.010, memory: 5170, top1_acc: 0.4289, top5_acc: 0.6961, loss_cls: 2.4456, loss: 2.4456, grad_norm: 5.7194 2020-07-25 23:07:27,355 - mmaction - INFO - Epoch [10][1760/3757] lr: 1.000e-02, eta: 7 days, 21:07:22, time: 1.824, data_time: 0.006, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7023, loss_cls: 2.4033, loss: 2.4033, grad_norm: 5.5042 2020-07-25 23:08:03,410 - mmaction - INFO - Epoch [10][1780/3757] lr: 1.000e-02, eta: 7 days, 21:06:03, time: 1.801, data_time: 0.009, memory: 5170, top1_acc: 0.4297, top5_acc: 0.7227, loss_cls: 2.3783, loss: 2.3783, grad_norm: 5.6309 2020-07-25 23:08:43,047 - mmaction - INFO - Epoch [10][1800/3757] lr: 1.000e-02, eta: 7 days, 21:05:20, time: 1.984, data_time: 0.008, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6937, loss_cls: 2.4549, loss: 2.4549, grad_norm: 5.5127 2020-07-25 23:09:24,894 - mmaction - INFO - Epoch [10][1820/3757] lr: 1.000e-02, eta: 7 days, 21:04:56, time: 2.087, data_time: 0.013, memory: 5170, top1_acc: 0.4313, top5_acc: 0.6805, loss_cls: 2.4951, loss: 2.4951, grad_norm: 5.6657 2020-07-25 23:10:05,707 - mmaction - INFO - Epoch [10][1840/3757] lr: 1.000e-02, eta: 7 days, 21:04:24, time: 2.046, data_time: 0.015, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6914, loss_cls: 2.5159, loss: 2.5159, grad_norm: 5.5484 2020-07-25 23:10:43,971 - mmaction - INFO - Epoch [10][1860/3757] lr: 1.000e-02, eta: 7 days, 21:03:28, time: 1.913, data_time: 0.007, memory: 5170, top1_acc: 0.4516, top5_acc: 0.6820, loss_cls: 2.4604, loss: 2.4604, grad_norm: 5.6498 2020-07-25 23:11:21,988 - mmaction - INFO - Epoch [10][1880/3757] lr: 1.000e-02, eta: 7 days, 21:02:28, time: 1.898, data_time: 0.003, memory: 5170, top1_acc: 0.4445, top5_acc: 0.7000, loss_cls: 2.4206, loss: 2.4206, grad_norm: 5.4523 2020-07-25 23:12:01,603 - mmaction - INFO - Epoch [10][1900/3757] lr: 1.000e-02, eta: 7 days, 21:01:44, time: 1.981, data_time: 0.011, memory: 5170, top1_acc: 0.4406, top5_acc: 0.6828, loss_cls: 2.4747, loss: 2.4747, grad_norm: 5.5802 2020-07-25 23:12:37,370 - mmaction - INFO - Epoch [10][1920/3757] lr: 1.000e-02, eta: 7 days, 21:00:23, time: 1.789, data_time: 0.009, memory: 5170, top1_acc: 0.4336, top5_acc: 0.6820, loss_cls: 2.4880, loss: 2.4880, grad_norm: 5.5797 2020-07-25 23:13:19,638 - mmaction - INFO - Epoch [10][1940/3757] lr: 1.000e-02, eta: 7 days, 21:00:05, time: 2.117, data_time: 0.009, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6922, loss_cls: 2.4674, loss: 2.4674, grad_norm: 5.5774 2020-07-25 23:13:58,080 - mmaction - INFO - Epoch [10][1960/3757] lr: 1.000e-02, eta: 7 days, 20:59:09, time: 1.914, data_time: 0.008, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6977, loss_cls: 2.4545, loss: 2.4545, grad_norm: 5.5034 2020-07-25 23:14:36,950 - mmaction - INFO - Epoch [10][1980/3757] lr: 1.000e-02, eta: 7 days, 20:58:19, time: 1.952, data_time: 0.012, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7070, loss_cls: 2.3745, loss: 2.3745, grad_norm: 5.4290 2020-07-25 23:15:18,901 - mmaction - INFO - Epoch [10][2000/3757] lr: 1.000e-02, eta: 7 days, 20:57:57, time: 2.093, data_time: 0.206, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7141, loss_cls: 2.3784, loss: 2.3784, grad_norm: 5.3833 2020-07-25 23:16:01,520 - mmaction - INFO - Epoch [10][2020/3757] lr: 1.000e-02, eta: 7 days, 20:57:42, time: 2.134, data_time: 0.090, memory: 5170, top1_acc: 0.4484, top5_acc: 0.6930, loss_cls: 2.4201, loss: 2.4201, grad_norm: 5.6151 2020-07-25 23:16:40,486 - mmaction - INFO - Epoch [10][2040/3757] lr: 1.000e-02, eta: 7 days, 20:56:51, time: 1.946, data_time: 0.003, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6687, loss_cls: 2.5710, loss: 2.5710, grad_norm: 5.7100 2020-07-25 23:17:19,500 - mmaction - INFO - Epoch [10][2060/3757] lr: 1.000e-02, eta: 7 days, 20:56:02, time: 1.952, data_time: 0.011, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6820, loss_cls: 2.4893, loss: 2.4893, grad_norm: 5.5305 2020-07-25 23:17:55,485 - mmaction - INFO - Epoch [10][2080/3757] lr: 1.000e-02, eta: 7 days, 20:54:44, time: 1.801, data_time: 0.008, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7102, loss_cls: 2.3760, loss: 2.3760, grad_norm: 5.4896 2020-07-25 23:18:35,607 - mmaction - INFO - Epoch [10][2100/3757] lr: 1.000e-02, eta: 7 days, 20:54:04, time: 2.006, data_time: 0.010, memory: 5170, top1_acc: 0.4539, top5_acc: 0.6781, loss_cls: 2.4457, loss: 2.4457, grad_norm: 5.5169 2020-07-25 23:19:13,760 - mmaction - INFO - Epoch [10][2120/3757] lr: 1.000e-02, eta: 7 days, 20:53:07, time: 1.908, data_time: 0.272, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6875, loss_cls: 2.5073, loss: 2.5073, grad_norm: 5.6211 2020-07-25 23:19:52,931 - mmaction - INFO - Epoch [10][2140/3757] lr: 1.000e-02, eta: 7 days, 20:52:18, time: 1.958, data_time: 0.510, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7109, loss_cls: 2.4393, loss: 2.4393, grad_norm: 5.4701 2020-07-25 23:20:35,742 - mmaction - INFO - Epoch [10][2160/3757] lr: 1.000e-02, eta: 7 days, 20:52:04, time: 2.136, data_time: 0.200, memory: 5170, top1_acc: 0.4156, top5_acc: 0.6852, loss_cls: 2.4590, loss: 2.4590, grad_norm: 5.6640 2020-07-25 23:21:12,995 - mmaction - INFO - Epoch [10][2180/3757] lr: 1.000e-02, eta: 7 days, 20:50:58, time: 1.867, data_time: 0.009, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7164, loss_cls: 2.3527, loss: 2.3527, grad_norm: 5.4946 2020-07-25 23:21:54,347 - mmaction - INFO - Epoch [10][2200/3757] lr: 1.000e-02, eta: 7 days, 20:50:30, time: 2.065, data_time: 0.044, memory: 5170, top1_acc: 0.4391, top5_acc: 0.7086, loss_cls: 2.4221, loss: 2.4221, grad_norm: 5.5013 2020-07-25 23:22:28,449 - mmaction - INFO - Epoch [10][2220/3757] lr: 1.000e-02, eta: 7 days, 20:48:55, time: 1.709, data_time: 0.008, memory: 5170, top1_acc: 0.4461, top5_acc: 0.7227, loss_cls: 2.3511, loss: 2.3511, grad_norm: 5.4688 2020-07-25 23:23:07,166 - mmaction - INFO - Epoch [10][2240/3757] lr: 1.000e-02, eta: 7 days, 20:48:02, time: 1.930, data_time: 0.010, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7086, loss_cls: 2.3928, loss: 2.3928, grad_norm: 5.5682 2020-07-25 23:23:47,859 - mmaction - INFO - Epoch [10][2260/3757] lr: 1.000e-02, eta: 7 days, 20:47:29, time: 2.040, data_time: 0.009, memory: 5170, top1_acc: 0.4359, top5_acc: 0.7016, loss_cls: 2.4979, loss: 2.4979, grad_norm: 5.5777 2020-07-25 23:24:30,968 - mmaction - INFO - Epoch [10][2280/3757] lr: 1.000e-02, eta: 7 days, 20:47:18, time: 2.156, data_time: 0.009, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6820, loss_cls: 2.5561, loss: 2.5561, grad_norm: 5.6139 2020-07-25 23:25:09,861 - mmaction - INFO - Epoch [10][2300/3757] lr: 1.000e-02, eta: 7 days, 20:46:27, time: 1.944, data_time: 0.003, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7219, loss_cls: 2.3418, loss: 2.3418, grad_norm: 5.4820 2020-07-25 23:25:47,245 - mmaction - INFO - Epoch [10][2320/3757] lr: 1.000e-02, eta: 7 days, 20:45:23, time: 1.869, data_time: 0.003, memory: 5170, top1_acc: 0.4437, top5_acc: 0.7016, loss_cls: 2.4273, loss: 2.4273, grad_norm: 5.5869 2020-07-25 23:26:26,681 - mmaction - INFO - Epoch [10][2340/3757] lr: 1.000e-02, eta: 7 days, 20:44:37, time: 1.973, data_time: 0.011, memory: 5170, top1_acc: 0.4250, top5_acc: 0.6789, loss_cls: 2.5181, loss: 2.5181, grad_norm: 5.6104 2020-07-25 23:27:03,933 - mmaction - INFO - Epoch [10][2360/3757] lr: 1.000e-02, eta: 7 days, 20:43:29, time: 1.853, data_time: 0.008, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7109, loss_cls: 2.3572, loss: 2.3572, grad_norm: 5.4032 2020-07-25 23:27:42,389 - mmaction - INFO - Epoch [10][2380/3757] lr: 1.000e-02, eta: 7 days, 20:42:36, time: 1.930, data_time: 0.013, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6883, loss_cls: 2.4877, loss: 2.4877, grad_norm: 5.6140 2020-07-25 23:28:20,797 - mmaction - INFO - Epoch [10][2400/3757] lr: 1.000e-02, eta: 7 days, 20:41:41, time: 1.922, data_time: 0.010, memory: 5170, top1_acc: 0.4477, top5_acc: 0.7086, loss_cls: 2.4055, loss: 2.4055, grad_norm: 5.4858 2020-07-25 23:28:59,463 - mmaction - INFO - Epoch [10][2420/3757] lr: 1.000e-02, eta: 7 days, 20:40:49, time: 1.934, data_time: 0.054, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7008, loss_cls: 2.3743, loss: 2.3743, grad_norm: 5.4139 2020-07-25 23:29:37,557 - mmaction - INFO - Epoch [10][2440/3757] lr: 1.000e-02, eta: 7 days, 20:39:50, time: 1.901, data_time: 0.189, memory: 5170, top1_acc: 0.4242, top5_acc: 0.6844, loss_cls: 2.5139, loss: 2.5139, grad_norm: 5.6266 2020-07-25 23:30:14,614 - mmaction - INFO - Epoch [10][2460/3757] lr: 1.000e-02, eta: 7 days, 20:38:42, time: 1.851, data_time: 0.037, memory: 5170, top1_acc: 0.4492, top5_acc: 0.6945, loss_cls: 2.4043, loss: 2.4043, grad_norm: 5.5910 2020-07-25 23:30:52,949 - mmaction - INFO - Epoch [10][2480/3757] lr: 1.000e-02, eta: 7 days, 20:37:47, time: 1.921, data_time: 0.214, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7188, loss_cls: 2.3857, loss: 2.3857, grad_norm: 5.5176 2020-07-25 23:31:35,040 - mmaction - INFO - Epoch [10][2500/3757] lr: 1.000e-02, eta: 7 days, 20:37:25, time: 2.100, data_time: 0.672, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7086, loss_cls: 2.3897, loss: 2.3897, grad_norm: 5.4350 2020-07-25 23:32:15,329 - mmaction - INFO - Epoch [10][2520/3757] lr: 1.000e-02, eta: 7 days, 20:36:47, time: 2.010, data_time: 0.237, memory: 5170, top1_acc: 0.4281, top5_acc: 0.6758, loss_cls: 2.4625, loss: 2.4625, grad_norm: 5.5981 2020-07-25 23:32:53,120 - mmaction - INFO - Epoch [10][2540/3757] lr: 1.000e-02, eta: 7 days, 20:35:48, time: 1.898, data_time: 0.110, memory: 5170, top1_acc: 0.4398, top5_acc: 0.7070, loss_cls: 2.3974, loss: 2.3974, grad_norm: 5.4446 2020-07-25 23:33:29,715 - mmaction - INFO - Epoch [10][2560/3757] lr: 1.000e-02, eta: 7 days, 20:34:36, time: 1.830, data_time: 0.205, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7008, loss_cls: 2.3705, loss: 2.3705, grad_norm: 5.4992 2020-07-25 23:34:10,699 - mmaction - INFO - Epoch [10][2580/3757] lr: 1.000e-02, eta: 7 days, 20:34:05, time: 2.047, data_time: 0.135, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7188, loss_cls: 2.3760, loss: 2.3760, grad_norm: 5.5292 2020-07-25 23:34:46,239 - mmaction - INFO - Epoch [10][2600/3757] lr: 1.000e-02, eta: 7 days, 20:32:43, time: 1.779, data_time: 0.099, memory: 5170, top1_acc: 0.4477, top5_acc: 0.7078, loss_cls: 2.3692, loss: 2.3692, grad_norm: 5.5369 2020-07-25 23:35:28,328 - mmaction - INFO - Epoch [10][2620/3757] lr: 1.000e-02, eta: 7 days, 20:32:22, time: 2.101, data_time: 0.168, memory: 5170, top1_acc: 0.4523, top5_acc: 0.6859, loss_cls: 2.4703, loss: 2.4703, grad_norm: 5.6108 2020-07-25 23:36:06,976 - mmaction - INFO - Epoch [10][2640/3757] lr: 1.000e-02, eta: 7 days, 20:31:30, time: 1.937, data_time: 0.131, memory: 5170, top1_acc: 0.4406, top5_acc: 0.6797, loss_cls: 2.4929, loss: 2.4929, grad_norm: 5.6324 2020-07-25 23:36:44,845 - mmaction - INFO - Epoch [10][2660/3757] lr: 1.000e-02, eta: 7 days, 20:30:30, time: 1.894, data_time: 1.277, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6930, loss_cls: 2.4182, loss: 2.4182, grad_norm: 5.6361 2020-07-25 23:37:22,641 - mmaction - INFO - Epoch [10][2680/3757] lr: 1.000e-02, eta: 7 days, 20:29:30, time: 1.890, data_time: 1.319, memory: 5170, top1_acc: 0.4359, top5_acc: 0.7070, loss_cls: 2.4392, loss: 2.4392, grad_norm: 5.6568 2020-07-25 23:38:03,468 - mmaction - INFO - Epoch [10][2700/3757] lr: 1.000e-02, eta: 7 days, 20:28:57, time: 2.041, data_time: 1.445, memory: 5170, top1_acc: 0.4570, top5_acc: 0.6937, loss_cls: 2.4584, loss: 2.4584, grad_norm: 5.6319 2020-07-25 23:38:42,094 - mmaction - INFO - Epoch [10][2720/3757] lr: 1.000e-02, eta: 7 days, 20:28:03, time: 1.921, data_time: 1.135, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7109, loss_cls: 2.3821, loss: 2.3821, grad_norm: 5.6013 2020-07-25 23:39:20,552 - mmaction - INFO - Epoch [10][2740/3757] lr: 1.000e-02, eta: 7 days, 20:27:10, time: 1.933, data_time: 1.344, memory: 5170, top1_acc: 0.4289, top5_acc: 0.6961, loss_cls: 2.4670, loss: 2.4670, grad_norm: 5.6062 2020-07-25 23:40:02,935 - mmaction - INFO - Epoch [10][2760/3757] lr: 1.000e-02, eta: 7 days, 20:26:52, time: 2.117, data_time: 0.348, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6867, loss_cls: 2.4707, loss: 2.4707, grad_norm: 5.4501 2020-07-25 23:40:46,257 - mmaction - INFO - Epoch [10][2780/3757] lr: 1.000e-02, eta: 7 days, 20:26:43, time: 2.169, data_time: 0.081, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7109, loss_cls: 2.3650, loss: 2.3650, grad_norm: 5.5042 2020-07-25 23:41:22,295 - mmaction - INFO - Epoch [10][2800/3757] lr: 1.000e-02, eta: 7 days, 20:25:25, time: 1.795, data_time: 0.017, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7102, loss_cls: 2.3793, loss: 2.3793, grad_norm: 5.4946 2020-07-25 23:42:00,628 - mmaction - INFO - Epoch [10][2820/3757] lr: 1.000e-02, eta: 7 days, 20:24:29, time: 1.914, data_time: 0.050, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6719, loss_cls: 2.5193, loss: 2.5193, grad_norm: 5.5669 2020-07-25 23:42:41,413 - mmaction - INFO - Epoch [10][2840/3757] lr: 1.000e-02, eta: 7 days, 20:23:56, time: 2.041, data_time: 0.015, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6937, loss_cls: 2.4744, loss: 2.4744, grad_norm: 5.6325 2020-07-25 23:43:21,906 - mmaction - INFO - Epoch [10][2860/3757] lr: 1.000e-02, eta: 7 days, 20:23:22, time: 2.032, data_time: 0.010, memory: 5170, top1_acc: 0.4344, top5_acc: 0.6930, loss_cls: 2.4551, loss: 2.4551, grad_norm: 5.7671 2020-07-25 23:43:59,865 - mmaction - INFO - Epoch [10][2880/3757] lr: 1.000e-02, eta: 7 days, 20:22:22, time: 1.890, data_time: 0.007, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6906, loss_cls: 2.4627, loss: 2.4627, grad_norm: 5.6053 2020-07-25 23:44:37,289 - mmaction - INFO - Epoch [10][2900/3757] lr: 1.000e-02, eta: 7 days, 20:21:19, time: 1.877, data_time: 0.011, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7164, loss_cls: 2.3008, loss: 2.3008, grad_norm: 5.3959 2020-07-25 23:45:13,925 - mmaction - INFO - Epoch [10][2920/3757] lr: 1.000e-02, eta: 7 days, 20:20:06, time: 1.824, data_time: 0.009, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.3507, loss: 2.3507, grad_norm: 5.3317 2020-07-25 23:45:52,905 - mmaction - INFO - Epoch [10][2940/3757] lr: 1.000e-02, eta: 7 days, 20:19:18, time: 1.954, data_time: 0.016, memory: 5170, top1_acc: 0.4648, top5_acc: 0.6922, loss_cls: 2.4594, loss: 2.4594, grad_norm: 5.5676 2020-07-25 23:46:33,434 - mmaction - INFO - Epoch [10][2960/3757] lr: 1.000e-02, eta: 7 days, 20:18:44, time: 2.032, data_time: 0.010, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7023, loss_cls: 2.4009, loss: 2.4009, grad_norm: 5.6055 2020-07-25 23:47:08,232 - mmaction - INFO - Epoch [10][2980/3757] lr: 1.000e-02, eta: 7 days, 20:17:15, time: 1.736, data_time: 0.002, memory: 5170, top1_acc: 0.4437, top5_acc: 0.7078, loss_cls: 2.3988, loss: 2.3988, grad_norm: 5.5948 2020-07-25 23:47:46,660 - mmaction - INFO - Epoch [10][3000/3757] lr: 1.000e-02, eta: 7 days, 20:16:21, time: 1.923, data_time: 0.009, memory: 5170, top1_acc: 0.4414, top5_acc: 0.7008, loss_cls: 2.4537, loss: 2.4537, grad_norm: 5.5349 2020-07-25 23:48:25,565 - mmaction - INFO - Epoch [10][3020/3757] lr: 1.000e-02, eta: 7 days, 20:15:29, time: 1.938, data_time: 0.011, memory: 5170, top1_acc: 0.4406, top5_acc: 0.6859, loss_cls: 2.4690, loss: 2.4690, grad_norm: 5.4850 2020-07-25 23:49:07,233 - mmaction - INFO - Epoch [10][3040/3757] lr: 1.000e-02, eta: 7 days, 20:15:06, time: 2.094, data_time: 0.013, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7156, loss_cls: 2.3695, loss: 2.3695, grad_norm: 5.3965 2020-07-25 23:49:45,124 - mmaction - INFO - Epoch [10][3060/3757] lr: 1.000e-02, eta: 7 days, 20:14:06, time: 1.890, data_time: 0.010, memory: 5170, top1_acc: 0.4539, top5_acc: 0.6992, loss_cls: 2.4470, loss: 2.4470, grad_norm: 5.3629 2020-07-25 23:50:23,602 - mmaction - INFO - Epoch [10][3080/3757] lr: 1.000e-02, eta: 7 days, 20:13:12, time: 1.925, data_time: 0.009, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6906, loss_cls: 2.4647, loss: 2.4647, grad_norm: 5.5799 2020-07-25 23:51:05,848 - mmaction - INFO - Epoch [10][3100/3757] lr: 1.000e-02, eta: 7 days, 20:12:53, time: 2.111, data_time: 0.010, memory: 5170, top1_acc: 0.4547, top5_acc: 0.6961, loss_cls: 2.3975, loss: 2.3975, grad_norm: 5.4657 2020-07-25 23:51:41,844 - mmaction - INFO - Epoch [10][3120/3757] lr: 1.000e-02, eta: 7 days, 20:11:37, time: 1.804, data_time: 0.014, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7078, loss_cls: 2.4184, loss: 2.4184, grad_norm: 5.3883 2020-07-25 23:52:23,122 - mmaction - INFO - Epoch [10][3140/3757] lr: 1.000e-02, eta: 7 days, 20:11:08, time: 2.061, data_time: 0.008, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7086, loss_cls: 2.4283, loss: 2.4283, grad_norm: 5.4782 2020-07-25 23:53:03,267 - mmaction - INFO - Epoch [10][3160/3757] lr: 1.000e-02, eta: 7 days, 20:10:29, time: 2.005, data_time: 0.008, memory: 5170, top1_acc: 0.4234, top5_acc: 0.6844, loss_cls: 2.5253, loss: 2.5253, grad_norm: 5.5884 2020-07-25 23:53:42,182 - mmaction - INFO - Epoch [10][3180/3757] lr: 1.000e-02, eta: 7 days, 20:09:39, time: 1.947, data_time: 0.010, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7063, loss_cls: 2.3673, loss: 2.3673, grad_norm: 5.6238 2020-07-25 23:54:19,609 - mmaction - INFO - Epoch [10][3200/3757] lr: 1.000e-02, eta: 7 days, 20:08:35, time: 1.870, data_time: 0.013, memory: 5170, top1_acc: 0.4234, top5_acc: 0.6977, loss_cls: 2.4538, loss: 2.4538, grad_norm: 5.5350 2020-07-25 23:54:58,311 - mmaction - INFO - Epoch [10][3220/3757] lr: 1.000e-02, eta: 7 days, 20:07:45, time: 1.942, data_time: 0.009, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7211, loss_cls: 2.3627, loss: 2.3627, grad_norm: 5.3319 2020-07-25 23:55:38,637 - mmaction - INFO - Epoch [10][3240/3757] lr: 1.000e-02, eta: 7 days, 20:07:07, time: 2.013, data_time: 0.049, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6859, loss_cls: 2.4649, loss: 2.4649, grad_norm: 5.6378 2020-07-25 23:56:17,289 - mmaction - INFO - Epoch [10][3260/3757] lr: 1.000e-02, eta: 7 days, 20:06:14, time: 1.929, data_time: 0.008, memory: 5170, top1_acc: 0.4469, top5_acc: 0.6992, loss_cls: 2.4023, loss: 2.4023, grad_norm: 5.5918 2020-07-25 23:56:56,636 - mmaction - INFO - Epoch [10][3280/3757] lr: 1.000e-02, eta: 7 days, 20:05:29, time: 1.973, data_time: 0.011, memory: 5170, top1_acc: 0.4281, top5_acc: 0.6797, loss_cls: 2.5299, loss: 2.5299, grad_norm: 5.5017 2020-07-25 23:57:32,191 - mmaction - INFO - Epoch [10][3300/3757] lr: 1.000e-02, eta: 7 days, 20:04:09, time: 1.778, data_time: 0.009, memory: 5170, top1_acc: 0.4289, top5_acc: 0.6836, loss_cls: 2.5053, loss: 2.5053, grad_norm: 5.5147 2020-07-25 23:58:12,508 - mmaction - INFO - Epoch [10][3320/3757] lr: 1.000e-02, eta: 7 days, 20:03:32, time: 2.015, data_time: 0.119, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6891, loss_cls: 2.5480, loss: 2.5480, grad_norm: 5.4350 2020-07-25 23:58:48,499 - mmaction - INFO - Epoch [10][3340/3757] lr: 1.000e-02, eta: 7 days, 20:02:15, time: 1.800, data_time: 0.004, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7180, loss_cls: 2.3526, loss: 2.3526, grad_norm: 5.3914 2020-07-25 23:59:27,648 - mmaction - INFO - Epoch [10][3360/3757] lr: 1.000e-02, eta: 7 days, 20:01:27, time: 1.955, data_time: 0.013, memory: 5170, top1_acc: 0.4453, top5_acc: 0.7109, loss_cls: 2.3964, loss: 2.3964, grad_norm: 5.4284 2020-07-26 00:00:10,663 - mmaction - INFO - Epoch [10][3380/3757] lr: 1.000e-02, eta: 7 days, 20:01:13, time: 2.143, data_time: 0.009, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7125, loss_cls: 2.3654, loss: 2.3654, grad_norm: 5.4542 2020-07-26 00:00:51,802 - mmaction - INFO - Epoch [10][3400/3757] lr: 1.000e-02, eta: 7 days, 20:00:44, time: 2.060, data_time: 0.019, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7203, loss_cls: 2.3167, loss: 2.3167, grad_norm: 5.5471 2020-07-26 00:01:26,696 - mmaction - INFO - Epoch [10][3420/3757] lr: 1.000e-02, eta: 7 days, 19:59:19, time: 1.752, data_time: 0.011, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6891, loss_cls: 2.4673, loss: 2.4673, grad_norm: 5.4663 2020-07-26 00:02:03,665 - mmaction - INFO - Epoch [10][3440/3757] lr: 1.000e-02, eta: 7 days, 19:58:12, time: 1.849, data_time: 0.079, memory: 5170, top1_acc: 0.4453, top5_acc: 0.6875, loss_cls: 2.4865, loss: 2.4865, grad_norm: 5.4284 2020-07-26 00:02:43,152 - mmaction - INFO - Epoch [10][3460/3757] lr: 1.000e-02, eta: 7 days, 19:57:26, time: 1.969, data_time: 0.264, memory: 5170, top1_acc: 0.4437, top5_acc: 0.6867, loss_cls: 2.4911, loss: 2.4911, grad_norm: 5.6142 2020-07-26 00:03:20,517 - mmaction - INFO - Epoch [10][3480/3757] lr: 1.000e-02, eta: 7 days, 19:56:24, time: 1.874, data_time: 0.767, memory: 5170, top1_acc: 0.4445, top5_acc: 0.6867, loss_cls: 2.4525, loss: 2.4525, grad_norm: 5.5053 2020-07-26 00:03:58,315 - mmaction - INFO - Epoch [10][3500/3757] lr: 1.000e-02, eta: 7 days, 19:55:24, time: 1.889, data_time: 0.052, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7008, loss_cls: 2.3751, loss: 2.3751, grad_norm: 5.3457 2020-07-26 00:04:36,088 - mmaction - INFO - Epoch [10][3520/3757] lr: 1.000e-02, eta: 7 days, 19:54:23, time: 1.886, data_time: 0.008, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7109, loss_cls: 2.3440, loss: 2.3440, grad_norm: 5.3680 2020-07-26 00:05:16,974 - mmaction - INFO - Epoch [10][3540/3757] lr: 1.000e-02, eta: 7 days, 19:53:52, time: 2.046, data_time: 0.366, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7094, loss_cls: 2.3698, loss: 2.3698, grad_norm: 5.4711 2020-07-26 00:05:57,953 - mmaction - INFO - Epoch [10][3560/3757] lr: 1.000e-02, eta: 7 days, 19:53:21, time: 2.050, data_time: 0.734, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6820, loss_cls: 2.4999, loss: 2.4999, grad_norm: 5.5318 2020-07-26 00:06:35,148 - mmaction - INFO - Epoch [10][3580/3757] lr: 1.000e-02, eta: 7 days, 19:52:15, time: 1.854, data_time: 0.008, memory: 5170, top1_acc: 0.4430, top5_acc: 0.6945, loss_cls: 2.4267, loss: 2.4267, grad_norm: 5.4216 2020-07-26 00:07:16,150 - mmaction - INFO - Epoch [10][3600/3757] lr: 1.000e-02, eta: 7 days, 19:51:44, time: 2.050, data_time: 0.010, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6844, loss_cls: 2.4463, loss: 2.4463, grad_norm: 5.4615 2020-07-26 00:07:56,079 - mmaction - INFO - Epoch [10][3620/3757] lr: 1.000e-02, eta: 7 days, 19:51:05, time: 2.002, data_time: 0.071, memory: 5170, top1_acc: 0.4437, top5_acc: 0.7109, loss_cls: 2.3804, loss: 2.3804, grad_norm: 5.4252 2020-07-26 00:08:39,131 - mmaction - INFO - Epoch [10][3640/3757] lr: 1.000e-02, eta: 7 days, 19:50:52, time: 2.150, data_time: 0.008, memory: 5170, top1_acc: 0.4633, top5_acc: 0.6953, loss_cls: 2.3950, loss: 2.3950, grad_norm: 5.4690 2020-07-26 00:09:19,471 - mmaction - INFO - Epoch [10][3660/3757] lr: 1.000e-02, eta: 7 days, 19:50:15, time: 2.016, data_time: 0.012, memory: 5170, top1_acc: 0.4398, top5_acc: 0.7109, loss_cls: 2.4074, loss: 2.4074, grad_norm: 5.5040 2020-07-26 00:09:56,284 - mmaction - INFO - Epoch [10][3680/3757] lr: 1.000e-02, eta: 7 days, 19:49:07, time: 1.845, data_time: 0.011, memory: 5170, top1_acc: 0.4516, top5_acc: 0.6992, loss_cls: 2.4187, loss: 2.4187, grad_norm: 5.4128 2020-07-26 00:10:34,938 - mmaction - INFO - Epoch [10][3700/3757] lr: 1.000e-02, eta: 7 days, 19:48:14, time: 1.927, data_time: 0.007, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7117, loss_cls: 2.3695, loss: 2.3695, grad_norm: 5.3742 2020-07-26 00:11:10,535 - mmaction - INFO - Epoch [10][3720/3757] lr: 1.000e-02, eta: 7 days, 19:46:55, time: 1.784, data_time: 0.022, memory: 5170, top1_acc: 0.4445, top5_acc: 0.6953, loss_cls: 2.4323, loss: 2.4323, grad_norm: 5.4979 2020-07-26 00:11:51,561 - mmaction - INFO - Epoch [10][3740/3757] lr: 1.000e-02, eta: 7 days, 19:46:24, time: 2.050, data_time: 0.008, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7000, loss_cls: 2.4404, loss: 2.4404, grad_norm: 5.5567 2020-07-26 00:12:18,539 - mmaction - INFO - Saving checkpoint at 10 epochs 2020-07-26 00:13:17,002 - mmaction - INFO - Epoch [11][20/3757] lr: 1.000e-02, eta: 7 days, 19:42:34, time: 2.828, data_time: 1.290, memory: 5170, top1_acc: 0.4352, top5_acc: 0.7047, loss_cls: 2.3736, loss: 2.3736, grad_norm: 5.5517 2020-07-26 00:13:53,684 - mmaction - INFO - Epoch [11][40/3757] lr: 1.000e-02, eta: 7 days, 19:41:25, time: 1.840, data_time: 0.223, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7016, loss_cls: 2.4309, loss: 2.4309, grad_norm: 5.6221 2020-07-26 00:14:33,976 - mmaction - INFO - Epoch [11][60/3757] lr: 1.000e-02, eta: 7 days, 19:40:48, time: 2.013, data_time: 0.603, memory: 5170, top1_acc: 0.4539, top5_acc: 0.6984, loss_cls: 2.4052, loss: 2.4052, grad_norm: 5.3756 2020-07-26 00:15:14,614 - mmaction - INFO - Epoch [11][80/3757] lr: 1.000e-02, eta: 7 days, 19:40:13, time: 2.026, data_time: 0.009, memory: 5170, top1_acc: 0.4453, top5_acc: 0.7164, loss_cls: 2.3551, loss: 2.3551, grad_norm: 5.3701 2020-07-26 00:15:50,780 - mmaction - INFO - Epoch [11][100/3757] lr: 1.000e-02, eta: 7 days, 19:38:59, time: 1.812, data_time: 0.010, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7047, loss_cls: 2.3373, loss: 2.3373, grad_norm: 5.4597 2020-07-26 00:16:28,811 - mmaction - INFO - Epoch [11][120/3757] lr: 1.000e-02, eta: 7 days, 19:38:02, time: 1.904, data_time: 0.121, memory: 5170, top1_acc: 0.4437, top5_acc: 0.6930, loss_cls: 2.4982, loss: 2.4982, grad_norm: 5.5815 2020-07-26 00:17:11,384 - mmaction - INFO - Epoch [11][140/3757] lr: 1.000e-02, eta: 7 days, 19:37:45, time: 2.125, data_time: 0.167, memory: 5170, top1_acc: 0.4406, top5_acc: 0.7086, loss_cls: 2.3750, loss: 2.3750, grad_norm: 5.5603 2020-07-26 00:17:45,300 - mmaction - INFO - Epoch [11][160/3757] lr: 1.000e-02, eta: 7 days, 19:36:11, time: 1.696, data_time: 0.129, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7195, loss_cls: 2.2962, loss: 2.2962, grad_norm: 5.4460 2020-07-26 00:18:25,787 - mmaction - INFO - Epoch [11][180/3757] lr: 1.000e-02, eta: 7 days, 19:35:36, time: 2.026, data_time: 0.010, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7016, loss_cls: 2.4217, loss: 2.4217, grad_norm: 5.6131 2020-07-26 00:19:05,041 - mmaction - INFO - Epoch [11][200/3757] lr: 1.000e-02, eta: 7 days, 19:34:50, time: 1.963, data_time: 0.009, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7078, loss_cls: 2.3841, loss: 2.3841, grad_norm: 5.5246 2020-07-26 00:19:44,742 - mmaction - INFO - Epoch [11][220/3757] lr: 1.000e-02, eta: 7 days, 19:34:08, time: 1.987, data_time: 0.005, memory: 5170, top1_acc: 0.4492, top5_acc: 0.6953, loss_cls: 2.4022, loss: 2.4022, grad_norm: 5.4117 2020-07-26 00:20:21,973 - mmaction - INFO - Epoch [11][240/3757] lr: 1.000e-02, eta: 7 days, 19:33:02, time: 1.852, data_time: 0.009, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7031, loss_cls: 2.3494, loss: 2.3494, grad_norm: 5.3787 2020-07-26 00:21:01,553 - mmaction - INFO - Epoch [11][260/3757] lr: 1.000e-02, eta: 7 days, 19:32:20, time: 1.988, data_time: 0.367, memory: 5170, top1_acc: 0.4430, top5_acc: 0.7039, loss_cls: 2.4096, loss: 2.4096, grad_norm: 5.6791 2020-07-26 00:21:41,371 - mmaction - INFO - Epoch [11][280/3757] lr: 1.000e-02, eta: 7 days, 19:31:38, time: 1.986, data_time: 0.467, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7203, loss_cls: 2.3395, loss: 2.3395, grad_norm: 5.4589 2020-07-26 00:22:22,602 - mmaction - INFO - Epoch [11][300/3757] lr: 1.000e-02, eta: 7 days, 19:31:10, time: 2.066, data_time: 0.475, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7234, loss_cls: 2.2766, loss: 2.2766, grad_norm: 5.4239 2020-07-26 00:23:01,285 - mmaction - INFO - Epoch [11][320/3757] lr: 1.000e-02, eta: 7 days, 19:30:19, time: 1.936, data_time: 0.090, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7164, loss_cls: 2.3840, loss: 2.3840, grad_norm: 5.6377 2020-07-26 00:23:44,922 - mmaction - INFO - Epoch [11][340/3757] lr: 1.000e-02, eta: 7 days, 19:30:11, time: 2.181, data_time: 0.084, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7039, loss_cls: 2.3551, loss: 2.3551, grad_norm: 5.6014 2020-07-26 00:24:23,017 - mmaction - INFO - Epoch [11][360/3757] lr: 1.000e-02, eta: 7 days, 19:29:14, time: 1.903, data_time: 0.108, memory: 5170, top1_acc: 0.4617, top5_acc: 0.6875, loss_cls: 2.3881, loss: 2.3881, grad_norm: 5.3705 2020-07-26 00:25:01,168 - mmaction - INFO - Epoch [11][380/3757] lr: 1.000e-02, eta: 7 days, 19:28:17, time: 1.899, data_time: 0.607, memory: 5170, top1_acc: 0.4562, top5_acc: 0.6898, loss_cls: 2.3860, loss: 2.3860, grad_norm: 5.4563 2020-07-26 00:25:36,927 - mmaction - INFO - Epoch [11][400/3757] lr: 1.000e-02, eta: 7 days, 19:27:01, time: 1.796, data_time: 0.321, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7055, loss_cls: 2.3529, loss: 2.3529, grad_norm: 5.5170 2020-07-26 00:26:17,814 - mmaction - INFO - Epoch [11][420/3757] lr: 1.000e-02, eta: 7 days, 19:26:28, time: 2.037, data_time: 0.059, memory: 5170, top1_acc: 0.4391, top5_acc: 0.6805, loss_cls: 2.4609, loss: 2.4609, grad_norm: 5.7508 2020-07-26 00:26:57,160 - mmaction - INFO - Epoch [11][440/3757] lr: 1.000e-02, eta: 7 days, 19:25:43, time: 1.972, data_time: 0.011, memory: 5170, top1_acc: 0.4328, top5_acc: 0.6977, loss_cls: 2.4601, loss: 2.4601, grad_norm: 5.6120 2020-07-26 00:27:35,218 - mmaction - INFO - Epoch [11][460/3757] lr: 1.000e-02, eta: 7 days, 19:24:47, time: 1.906, data_time: 0.013, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6945, loss_cls: 2.4753, loss: 2.4753, grad_norm: 5.6339 2020-07-26 00:28:13,814 - mmaction - INFO - Epoch [11][480/3757] lr: 1.000e-02, eta: 7 days, 19:23:55, time: 1.929, data_time: 0.322, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7156, loss_cls: 2.2875, loss: 2.2875, grad_norm: 5.4076 2020-07-26 00:28:54,055 - mmaction - INFO - Epoch [11][500/3757] lr: 1.000e-02, eta: 7 days, 19:23:17, time: 2.010, data_time: 0.210, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7102, loss_cls: 2.3849, loss: 2.3849, grad_norm: 5.4636 2020-07-26 00:29:36,969 - mmaction - INFO - Epoch [11][520/3757] lr: 1.000e-02, eta: 7 days, 19:23:03, time: 2.143, data_time: 0.024, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7000, loss_cls: 2.3821, loss: 2.3821, grad_norm: 5.4795 2020-07-26 00:30:18,918 - mmaction - INFO - Epoch [11][540/3757] lr: 1.000e-02, eta: 7 days, 19:22:40, time: 2.095, data_time: 0.008, memory: 5170, top1_acc: 0.4508, top5_acc: 0.6937, loss_cls: 2.4390, loss: 2.4390, grad_norm: 5.5284 2020-07-26 00:30:57,021 - mmaction - INFO - Epoch [11][560/3757] lr: 1.000e-02, eta: 7 days, 19:21:45, time: 1.911, data_time: 0.010, memory: 5170, top1_acc: 0.4430, top5_acc: 0.7031, loss_cls: 2.3898, loss: 2.3898, grad_norm: 5.5705 2020-07-26 00:31:32,637 - mmaction - INFO - Epoch [11][580/3757] lr: 1.000e-02, eta: 7 days, 19:20:26, time: 1.778, data_time: 0.025, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7133, loss_cls: 2.3595, loss: 2.3595, grad_norm: 5.4776 2020-07-26 00:32:07,473 - mmaction - INFO - Epoch [11][600/3757] lr: 1.000e-02, eta: 7 days, 19:19:01, time: 1.747, data_time: 0.022, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7242, loss_cls: 2.3491, loss: 2.3491, grad_norm: 5.3599 2020-07-26 00:32:49,217 - mmaction - INFO - Epoch [11][620/3757] lr: 1.000e-02, eta: 7 days, 19:18:37, time: 2.087, data_time: 0.008, memory: 5170, top1_acc: 0.4664, top5_acc: 0.6883, loss_cls: 2.3932, loss: 2.3932, grad_norm: 5.3630 2020-07-26 00:33:26,492 - mmaction - INFO - Epoch [11][640/3757] lr: 1.000e-02, eta: 7 days, 19:17:33, time: 1.862, data_time: 0.102, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7391, loss_cls: 2.2373, loss: 2.2373, grad_norm: 5.3754 2020-07-26 00:34:04,622 - mmaction - INFO - Epoch [11][660/3757] lr: 1.000e-02, eta: 7 days, 19:16:37, time: 1.907, data_time: 0.060, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7008, loss_cls: 2.3728, loss: 2.3728, grad_norm: 5.5926 2020-07-26 00:34:44,142 - mmaction - INFO - Epoch [11][680/3757] lr: 1.000e-02, eta: 7 days, 19:15:54, time: 1.977, data_time: 0.004, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7039, loss_cls: 2.3983, loss: 2.3983, grad_norm: 5.7076 2020-07-26 00:35:25,223 - mmaction - INFO - Epoch [11][700/3757] lr: 1.000e-02, eta: 7 days, 19:15:22, time: 2.048, data_time: 0.009, memory: 5170, top1_acc: 0.4469, top5_acc: 0.7008, loss_cls: 2.3820, loss: 2.3820, grad_norm: 5.3284 2020-07-26 00:36:01,013 - mmaction - INFO - Epoch [11][720/3757] lr: 1.000e-02, eta: 7 days, 19:14:07, time: 1.795, data_time: 0.010, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7094, loss_cls: 2.3338, loss: 2.3338, grad_norm: 5.5168 2020-07-26 00:36:40,365 - mmaction - INFO - Epoch [11][740/3757] lr: 1.000e-02, eta: 7 days, 19:13:20, time: 1.959, data_time: 0.019, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7344, loss_cls: 2.2785, loss: 2.2785, grad_norm: 5.4876 2020-07-26 00:37:22,235 - mmaction - INFO - Epoch [11][760/3757] lr: 1.000e-02, eta: 7 days, 19:12:58, time: 2.102, data_time: 0.044, memory: 5170, top1_acc: 0.4570, top5_acc: 0.6906, loss_cls: 2.4224, loss: 2.4224, grad_norm: 5.5278 2020-07-26 00:38:01,393 - mmaction - INFO - Epoch [11][780/3757] lr: 1.000e-02, eta: 7 days, 19:12:10, time: 1.953, data_time: 0.010, memory: 5170, top1_acc: 0.4602, top5_acc: 0.6906, loss_cls: 2.4052, loss: 2.4052, grad_norm: 5.5347 2020-07-26 00:38:37,538 - mmaction - INFO - Epoch [11][800/3757] lr: 1.000e-02, eta: 7 days, 19:10:58, time: 1.813, data_time: 0.012, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7094, loss_cls: 2.4094, loss: 2.4094, grad_norm: 5.6185 2020-07-26 00:39:18,626 - mmaction - INFO - Epoch [11][820/3757] lr: 1.000e-02, eta: 7 days, 19:10:27, time: 2.047, data_time: 0.009, memory: 5170, top1_acc: 0.4562, top5_acc: 0.6945, loss_cls: 2.4390, loss: 2.4390, grad_norm: 5.6269 2020-07-26 00:39:57,866 - mmaction - INFO - Epoch [11][840/3757] lr: 1.000e-02, eta: 7 days, 19:09:42, time: 1.969, data_time: 0.011, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7180, loss_cls: 2.3125, loss: 2.3125, grad_norm: 5.5185 2020-07-26 00:40:38,311 - mmaction - INFO - Epoch [11][860/3757] lr: 1.000e-02, eta: 7 days, 19:09:06, time: 2.020, data_time: 0.009, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6922, loss_cls: 2.4245, loss: 2.4245, grad_norm: 5.4999 2020-07-26 00:41:12,065 - mmaction - INFO - Epoch [11][880/3757] lr: 1.000e-02, eta: 7 days, 19:07:32, time: 1.691, data_time: 0.008, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7195, loss_cls: 2.3101, loss: 2.3101, grad_norm: 5.5139 2020-07-26 00:41:52,717 - mmaction - INFO - Epoch [11][900/3757] lr: 1.000e-02, eta: 7 days, 19:06:57, time: 2.028, data_time: 0.074, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7297, loss_cls: 2.2270, loss: 2.2270, grad_norm: 5.3682 2020-07-26 00:42:33,743 - mmaction - INFO - Epoch [11][920/3757] lr: 1.000e-02, eta: 7 days, 19:06:28, time: 2.056, data_time: 0.028, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7047, loss_cls: 2.3835, loss: 2.3835, grad_norm: 5.4176 2020-07-26 00:43:11,614 - mmaction - INFO - Epoch [11][940/3757] lr: 1.000e-02, eta: 7 days, 19:05:28, time: 1.886, data_time: 0.007, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7094, loss_cls: 2.3889, loss: 2.3889, grad_norm: 5.6259 2020-07-26 00:43:51,571 - mmaction - INFO - Epoch [11][960/3757] lr: 1.000e-02, eta: 7 days, 19:04:49, time: 2.004, data_time: 0.026, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6906, loss_cls: 2.5006, loss: 2.5006, grad_norm: 5.5577 2020-07-26 00:44:27,438 - mmaction - INFO - Epoch [11][980/3757] lr: 1.000e-02, eta: 7 days, 19:03:33, time: 1.786, data_time: 0.010, memory: 5170, top1_acc: 0.4437, top5_acc: 0.7023, loss_cls: 2.4328, loss: 2.4328, grad_norm: 5.5550 2020-07-26 00:45:06,464 - mmaction - INFO - Epoch [11][1000/3757] lr: 1.000e-02, eta: 7 days, 19:02:46, time: 1.960, data_time: 0.011, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7094, loss_cls: 2.3591, loss: 2.3591, grad_norm: 5.4613 2020-07-26 00:45:44,132 - mmaction - INFO - Epoch [11][1020/3757] lr: 1.000e-02, eta: 7 days, 19:01:44, time: 1.874, data_time: 0.002, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7031, loss_cls: 2.3749, loss: 2.3749, grad_norm: 5.4674 2020-07-26 00:46:23,018 - mmaction - INFO - Epoch [11][1040/3757] lr: 1.000e-02, eta: 7 days, 19:00:57, time: 1.952, data_time: 0.012, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7156, loss_cls: 2.3212, loss: 2.3212, grad_norm: 5.4151 2020-07-26 00:47:05,351 - mmaction - INFO - Epoch [11][1060/3757] lr: 1.000e-02, eta: 7 days, 19:00:38, time: 2.119, data_time: 0.007, memory: 5170, top1_acc: 0.4680, top5_acc: 0.6937, loss_cls: 2.3933, loss: 2.3933, grad_norm: 5.6132 2020-07-26 00:47:45,404 - mmaction - INFO - Epoch [11][1080/3757] lr: 1.000e-02, eta: 7 days, 18:59:59, time: 2.002, data_time: 0.008, memory: 5170, top1_acc: 0.4453, top5_acc: 0.7180, loss_cls: 2.3601, loss: 2.3601, grad_norm: 5.6138 2020-07-26 00:48:21,175 - mmaction - INFO - Epoch [11][1100/3757] lr: 1.000e-02, eta: 7 days, 18:58:42, time: 1.788, data_time: 0.020, memory: 5170, top1_acc: 0.4406, top5_acc: 0.7023, loss_cls: 2.4336, loss: 2.4336, grad_norm: 5.6015 2020-07-26 00:49:00,384 - mmaction - INFO - Epoch [11][1120/3757] lr: 1.000e-02, eta: 7 days, 18:57:55, time: 1.958, data_time: 0.178, memory: 5170, top1_acc: 0.4344, top5_acc: 0.6734, loss_cls: 2.5015, loss: 2.5015, grad_norm: 5.4958 2020-07-26 00:49:41,865 - mmaction - INFO - Epoch [11][1140/3757] lr: 1.000e-02, eta: 7 days, 18:57:29, time: 2.077, data_time: 0.109, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7031, loss_cls: 2.3404, loss: 2.3404, grad_norm: 5.2665 2020-07-26 00:50:20,840 - mmaction - INFO - Epoch [11][1160/3757] lr: 1.000e-02, eta: 7 days, 18:56:40, time: 1.945, data_time: 0.009, memory: 5170, top1_acc: 0.4297, top5_acc: 0.7133, loss_cls: 2.3738, loss: 2.3738, grad_norm: 5.5683 2020-07-26 00:50:58,360 - mmaction - INFO - Epoch [11][1180/3757] lr: 1.000e-02, eta: 7 days, 18:55:40, time: 1.880, data_time: 0.008, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7180, loss_cls: 2.3631, loss: 2.3631, grad_norm: 5.4546 2020-07-26 00:51:35,681 - mmaction - INFO - Epoch [11][1200/3757] lr: 1.000e-02, eta: 7 days, 18:54:36, time: 1.861, data_time: 0.007, memory: 5170, top1_acc: 0.4328, top5_acc: 0.7219, loss_cls: 2.3640, loss: 2.3640, grad_norm: 5.4874 2020-07-26 00:52:15,815 - mmaction - INFO - Epoch [11][1220/3757] lr: 1.000e-02, eta: 7 days, 18:53:58, time: 2.007, data_time: 0.013, memory: 5170, top1_acc: 0.4391, top5_acc: 0.6828, loss_cls: 2.4428, loss: 2.4428, grad_norm: 5.4129 2020-07-26 00:52:55,457 - mmaction - INFO - Epoch [11][1240/3757] lr: 1.000e-02, eta: 7 days, 18:53:16, time: 1.982, data_time: 0.008, memory: 5170, top1_acc: 0.4508, top5_acc: 0.6758, loss_cls: 2.4857, loss: 2.4857, grad_norm: 5.6133 2020-07-26 00:53:34,733 - mmaction - INFO - Epoch [11][1260/3757] lr: 1.000e-02, eta: 7 days, 18:52:31, time: 1.969, data_time: 0.009, memory: 5170, top1_acc: 0.4484, top5_acc: 0.6828, loss_cls: 2.4963, loss: 2.4963, grad_norm: 5.5982 2020-07-26 00:54:12,916 - mmaction - INFO - Epoch [11][1280/3757] lr: 1.000e-02, eta: 7 days, 18:51:34, time: 1.902, data_time: 0.008, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7203, loss_cls: 2.3096, loss: 2.3096, grad_norm: 5.3200 2020-07-26 00:54:48,634 - mmaction - INFO - Epoch [11][1300/3757] lr: 1.000e-02, eta: 7 days, 18:50:19, time: 1.792, data_time: 0.010, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7180, loss_cls: 2.3611, loss: 2.3611, grad_norm: 5.4992 2020-07-26 00:55:29,024 - mmaction - INFO - Epoch [11][1320/3757] lr: 1.000e-02, eta: 7 days, 18:49:42, time: 2.016, data_time: 0.009, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7047, loss_cls: 2.3208, loss: 2.3208, grad_norm: 5.4408 2020-07-26 00:56:10,469 - mmaction - INFO - Epoch [11][1340/3757] lr: 1.000e-02, eta: 7 days, 18:49:16, time: 2.076, data_time: 0.009, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7195, loss_cls: 2.2647, loss: 2.2647, grad_norm: 5.3433 2020-07-26 00:56:45,581 - mmaction - INFO - Epoch [11][1360/3757] lr: 1.000e-02, eta: 7 days, 18:47:54, time: 1.756, data_time: 0.002, memory: 5170, top1_acc: 0.4586, top5_acc: 0.6937, loss_cls: 2.3861, loss: 2.3861, grad_norm: 5.5135 2020-07-26 00:57:25,922 - mmaction - INFO - Epoch [11][1380/3757] lr: 1.000e-02, eta: 7 days, 18:47:17, time: 2.010, data_time: 0.008, memory: 5170, top1_acc: 0.4609, top5_acc: 0.6898, loss_cls: 2.4711, loss: 2.4711, grad_norm: 5.7137 2020-07-26 00:58:05,456 - mmaction - INFO - Epoch [11][1400/3757] lr: 1.000e-02, eta: 7 days, 18:46:35, time: 1.984, data_time: 0.010, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7156, loss_cls: 2.3442, loss: 2.3442, grad_norm: 5.4325 2020-07-26 00:58:42,278 - mmaction - INFO - Epoch [11][1420/3757] lr: 1.000e-02, eta: 7 days, 18:45:27, time: 1.839, data_time: 0.008, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6633, loss_cls: 2.5158, loss: 2.5158, grad_norm: 5.6505 2020-07-26 00:59:20,521 - mmaction - INFO - Epoch [11][1440/3757] lr: 1.000e-02, eta: 7 days, 18:44:33, time: 1.911, data_time: 0.041, memory: 5170, top1_acc: 0.4453, top5_acc: 0.7133, loss_cls: 2.3710, loss: 2.3710, grad_norm: 5.4914 2020-07-26 01:00:01,441 - mmaction - INFO - Epoch [11][1460/3757] lr: 1.000e-02, eta: 7 days, 18:44:00, time: 2.041, data_time: 0.011, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7297, loss_cls: 2.2701, loss: 2.2701, grad_norm: 5.4896 2020-07-26 01:00:38,744 - mmaction - INFO - Epoch [11][1480/3757] lr: 1.000e-02, eta: 7 days, 18:42:57, time: 1.858, data_time: 0.014, memory: 5170, top1_acc: 0.4445, top5_acc: 0.7000, loss_cls: 2.4015, loss: 2.4015, grad_norm: 5.6112 2020-07-26 01:01:19,775 - mmaction - INFO - Epoch [11][1500/3757] lr: 1.000e-02, eta: 7 days, 18:42:27, time: 2.059, data_time: 0.250, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7078, loss_cls: 2.3907, loss: 2.3907, grad_norm: 5.6982 2020-07-26 01:01:59,860 - mmaction - INFO - Epoch [11][1520/3757] lr: 1.000e-02, eta: 7 days, 18:41:50, time: 2.010, data_time: 0.010, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7008, loss_cls: 2.4145, loss: 2.4145, grad_norm: 5.6537 2020-07-26 01:02:40,667 - mmaction - INFO - Epoch [11][1540/3757] lr: 1.000e-02, eta: 7 days, 18:41:16, time: 2.032, data_time: 0.008, memory: 5170, top1_acc: 0.4195, top5_acc: 0.7070, loss_cls: 2.4582, loss: 2.4582, grad_norm: 5.6991 2020-07-26 01:03:21,128 - mmaction - INFO - Epoch [11][1560/3757] lr: 1.000e-02, eta: 7 days, 18:40:42, time: 2.032, data_time: 0.401, memory: 5170, top1_acc: 0.4344, top5_acc: 0.7086, loss_cls: 2.4113, loss: 2.4113, grad_norm: 5.7216 2020-07-26 01:03:56,026 - mmaction - INFO - Epoch [11][1580/3757] lr: 1.000e-02, eta: 7 days, 18:39:18, time: 1.741, data_time: 0.053, memory: 5170, top1_acc: 0.4508, top5_acc: 0.6898, loss_cls: 2.4317, loss: 2.4317, grad_norm: 5.5877 2020-07-26 01:04:36,373 - mmaction - INFO - Epoch [11][1600/3757] lr: 1.000e-02, eta: 7 days, 18:38:42, time: 2.017, data_time: 0.136, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7055, loss_cls: 2.3944, loss: 2.3944, grad_norm: 5.4405 2020-07-26 01:05:20,147 - mmaction - INFO - Epoch [11][1620/3757] lr: 1.000e-02, eta: 7 days, 18:38:35, time: 2.190, data_time: 0.394, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7008, loss_cls: 2.3820, loss: 2.3820, grad_norm: 5.4765 2020-07-26 01:05:56,532 - mmaction - INFO - Epoch [11][1640/3757] lr: 1.000e-02, eta: 7 days, 18:37:24, time: 1.817, data_time: 0.005, memory: 5170, top1_acc: 0.4422, top5_acc: 0.7141, loss_cls: 2.4101, loss: 2.4101, grad_norm: 5.6073 2020-07-26 01:06:35,349 - mmaction - INFO - Epoch [11][1660/3757] lr: 1.000e-02, eta: 7 days, 18:36:35, time: 1.942, data_time: 0.018, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6898, loss_cls: 2.4934, loss: 2.4934, grad_norm: 5.4987 2020-07-26 01:07:16,219 - mmaction - INFO - Epoch [11][1680/3757] lr: 1.000e-02, eta: 7 days, 18:36:04, time: 2.048, data_time: 0.009, memory: 5170, top1_acc: 0.4453, top5_acc: 0.6930, loss_cls: 2.4286, loss: 2.4286, grad_norm: 5.4323 2020-07-26 01:07:52,780 - mmaction - INFO - Epoch [11][1700/3757] lr: 1.000e-02, eta: 7 days, 18:34:54, time: 1.820, data_time: 0.006, memory: 5170, top1_acc: 0.4492, top5_acc: 0.6945, loss_cls: 2.4002, loss: 2.4002, grad_norm: 5.4462 2020-07-26 01:08:32,372 - mmaction - INFO - Epoch [11][1720/3757] lr: 1.000e-02, eta: 7 days, 18:34:12, time: 1.984, data_time: 0.011, memory: 5170, top1_acc: 0.4500, top5_acc: 0.7047, loss_cls: 2.3759, loss: 2.3759, grad_norm: 5.4410 2020-07-26 01:09:05,580 - mmaction - INFO - Epoch [11][1740/3757] lr: 1.000e-02, eta: 7 days, 18:32:33, time: 1.653, data_time: 0.011, memory: 5170, top1_acc: 0.4477, top5_acc: 0.6961, loss_cls: 2.4027, loss: 2.4027, grad_norm: 5.5300 2020-07-26 01:09:51,231 - mmaction - INFO - Epoch [11][1760/3757] lr: 1.000e-02, eta: 7 days, 18:32:44, time: 2.292, data_time: 0.030, memory: 5170, top1_acc: 0.4352, top5_acc: 0.7234, loss_cls: 2.3854, loss: 2.3854, grad_norm: 5.6372 2020-07-26 01:10:29,240 - mmaction - INFO - Epoch [11][1780/3757] lr: 1.000e-02, eta: 7 days, 18:31:47, time: 1.897, data_time: 0.013, memory: 5170, top1_acc: 0.4734, top5_acc: 0.6984, loss_cls: 2.3950, loss: 2.3950, grad_norm: 5.5270 2020-07-26 01:11:09,697 - mmaction - INFO - Epoch [11][1800/3757] lr: 1.000e-02, eta: 7 days, 18:31:12, time: 2.027, data_time: 0.009, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7359, loss_cls: 2.3060, loss: 2.3060, grad_norm: 5.4008 2020-07-26 01:11:47,448 - mmaction - INFO - Epoch [11][1820/3757] lr: 1.000e-02, eta: 7 days, 18:30:13, time: 1.883, data_time: 0.008, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7219, loss_cls: 2.3296, loss: 2.3296, grad_norm: 5.5655 2020-07-26 01:12:27,048 - mmaction - INFO - Epoch [11][1840/3757] lr: 1.000e-02, eta: 7 days, 18:29:30, time: 1.980, data_time: 0.009, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7039, loss_cls: 2.3774, loss: 2.3774, grad_norm: 5.5340 2020-07-26 01:13:07,102 - mmaction - INFO - Epoch [11][1860/3757] lr: 1.000e-02, eta: 7 days, 18:28:52, time: 2.007, data_time: 0.013, memory: 5170, top1_acc: 0.4492, top5_acc: 0.6984, loss_cls: 2.4486, loss: 2.4486, grad_norm: 5.5780 2020-07-26 01:13:46,165 - mmaction - INFO - Epoch [11][1880/3757] lr: 1.000e-02, eta: 7 days, 18:28:03, time: 1.947, data_time: 0.009, memory: 5170, top1_acc: 0.4664, top5_acc: 0.6984, loss_cls: 2.3798, loss: 2.3798, grad_norm: 5.5459 2020-07-26 01:14:26,059 - mmaction - INFO - Epoch [11][1900/3757] lr: 1.000e-02, eta: 7 days, 18:27:23, time: 1.994, data_time: 0.009, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7094, loss_cls: 2.3233, loss: 2.3233, grad_norm: 5.3867 2020-07-26 01:15:04,797 - mmaction - INFO - Epoch [11][1920/3757] lr: 1.000e-02, eta: 7 days, 18:26:34, time: 1.943, data_time: 0.277, memory: 5170, top1_acc: 0.4508, top5_acc: 0.6977, loss_cls: 2.4106, loss: 2.4106, grad_norm: 5.6113 2020-07-26 01:15:41,511 - mmaction - INFO - Epoch [11][1940/3757] lr: 1.000e-02, eta: 7 days, 18:25:27, time: 1.836, data_time: 0.277, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7164, loss_cls: 2.3801, loss: 2.3801, grad_norm: 5.5610 2020-07-26 01:16:22,444 - mmaction - INFO - Epoch [11][1960/3757] lr: 1.000e-02, eta: 7 days, 18:24:55, time: 2.041, data_time: 0.807, memory: 5170, top1_acc: 0.4367, top5_acc: 0.7070, loss_cls: 2.3714, loss: 2.3714, grad_norm: 5.5522 2020-07-26 01:17:03,370 - mmaction - INFO - Epoch [11][1980/3757] lr: 1.000e-02, eta: 7 days, 18:24:24, time: 2.049, data_time: 0.979, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7070, loss_cls: 2.4131, loss: 2.4131, grad_norm: 5.4666 2020-07-26 01:17:41,869 - mmaction - INFO - Epoch [11][2000/3757] lr: 1.000e-02, eta: 7 days, 18:23:32, time: 1.926, data_time: 1.355, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7117, loss_cls: 2.3228, loss: 2.3228, grad_norm: 5.5102 2020-07-26 01:18:21,171 - mmaction - INFO - Epoch [11][2020/3757] lr: 1.000e-02, eta: 7 days, 18:22:47, time: 1.967, data_time: 1.383, memory: 5170, top1_acc: 0.4266, top5_acc: 0.6820, loss_cls: 2.4994, loss: 2.4994, grad_norm: 5.5833 2020-07-26 01:18:56,956 - mmaction - INFO - Epoch [11][2040/3757] lr: 1.000e-02, eta: 7 days, 18:21:32, time: 1.788, data_time: 1.082, memory: 5170, top1_acc: 0.4461, top5_acc: 0.7031, loss_cls: 2.4828, loss: 2.4828, grad_norm: 5.7169 2020-07-26 01:19:40,540 - mmaction - INFO - Epoch [11][2060/3757] lr: 1.000e-02, eta: 7 days, 18:21:23, time: 2.179, data_time: 1.227, memory: 5170, top1_acc: 0.4336, top5_acc: 0.6930, loss_cls: 2.4902, loss: 2.4902, grad_norm: 5.5509 2020-07-26 01:20:19,395 - mmaction - INFO - Epoch [11][2080/3757] lr: 1.000e-02, eta: 7 days, 18:20:33, time: 1.938, data_time: 0.036, memory: 5170, top1_acc: 0.4383, top5_acc: 0.7102, loss_cls: 2.3903, loss: 2.3903, grad_norm: 5.4987 2020-07-26 01:20:56,554 - mmaction - INFO - Epoch [11][2100/3757] lr: 1.000e-02, eta: 7 days, 18:19:30, time: 1.863, data_time: 0.008, memory: 5170, top1_acc: 0.4453, top5_acc: 0.6914, loss_cls: 2.4819, loss: 2.4819, grad_norm: 5.6315 2020-07-26 01:21:36,841 - mmaction - INFO - Epoch [11][2120/3757] lr: 1.000e-02, eta: 7 days, 18:18:52, time: 2.003, data_time: 0.010, memory: 5170, top1_acc: 0.4500, top5_acc: 0.7031, loss_cls: 2.3718, loss: 2.3718, grad_norm: 5.4685 2020-07-26 01:22:16,008 - mmaction - INFO - Epoch [11][2140/3757] lr: 1.000e-02, eta: 7 days, 18:18:07, time: 1.969, data_time: 0.015, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6914, loss_cls: 2.5073, loss: 2.5073, grad_norm: 5.7431 2020-07-26 01:22:53,234 - mmaction - INFO - Epoch [11][2160/3757] lr: 1.000e-02, eta: 7 days, 18:17:04, time: 1.856, data_time: 0.010, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7109, loss_cls: 2.3124, loss: 2.3124, grad_norm: 5.5347 2020-07-26 01:23:37,222 - mmaction - INFO - Epoch [11][2180/3757] lr: 1.000e-02, eta: 7 days, 18:16:59, time: 2.204, data_time: 0.010, memory: 5170, top1_acc: 0.4516, top5_acc: 0.6883, loss_cls: 2.4694, loss: 2.4694, grad_norm: 5.5762 2020-07-26 01:24:12,080 - mmaction - INFO - Epoch [11][2200/3757] lr: 1.000e-02, eta: 7 days, 18:15:36, time: 1.741, data_time: 0.019, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7227, loss_cls: 2.3374, loss: 2.3374, grad_norm: 5.3620 2020-07-26 01:24:49,021 - mmaction - INFO - Epoch [11][2220/3757] lr: 1.000e-02, eta: 7 days, 18:14:31, time: 1.851, data_time: 0.006, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7164, loss_cls: 2.3269, loss: 2.3269, grad_norm: 5.4024 2020-07-26 01:25:28,119 - mmaction - INFO - Epoch [11][2240/3757] lr: 1.000e-02, eta: 7 days, 18:13:43, time: 1.947, data_time: 0.008, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7305, loss_cls: 2.2989, loss: 2.2989, grad_norm: 5.3790 2020-07-26 01:26:07,840 - mmaction - INFO - Epoch [11][2260/3757] lr: 1.000e-02, eta: 7 days, 18:13:03, time: 1.994, data_time: 0.019, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7180, loss_cls: 2.3257, loss: 2.3257, grad_norm: 5.3768 2020-07-26 01:26:48,791 - mmaction - INFO - Epoch [11][2280/3757] lr: 1.000e-02, eta: 7 days, 18:12:31, time: 2.047, data_time: 0.500, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7094, loss_cls: 2.3861, loss: 2.3861, grad_norm: 5.5522 2020-07-26 01:27:24,142 - mmaction - INFO - Epoch [11][2300/3757] lr: 1.000e-02, eta: 7 days, 18:11:13, time: 1.769, data_time: 0.975, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7078, loss_cls: 2.3808, loss: 2.3808, grad_norm: 5.6197 2020-07-26 01:28:02,628 - mmaction - INFO - Epoch [11][2320/3757] lr: 1.000e-02, eta: 7 days, 18:10:21, time: 1.924, data_time: 0.766, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7195, loss_cls: 2.3423, loss: 2.3423, grad_norm: 5.5580 2020-07-26 01:28:39,858 - mmaction - INFO - Epoch [11][2340/3757] lr: 1.000e-02, eta: 7 days, 18:09:18, time: 1.860, data_time: 0.939, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6820, loss_cls: 2.5309, loss: 2.5309, grad_norm: 5.5726 2020-07-26 01:29:23,299 - mmaction - INFO - Epoch [11][2360/3757] lr: 1.000e-02, eta: 7 days, 18:09:07, time: 2.165, data_time: 0.191, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7047, loss_cls: 2.3928, loss: 2.3928, grad_norm: 5.4641 2020-07-26 01:30:00,537 - mmaction - INFO - Epoch [11][2380/3757] lr: 1.000e-02, eta: 7 days, 18:08:06, time: 1.869, data_time: 0.011, memory: 5170, top1_acc: 0.4437, top5_acc: 0.7023, loss_cls: 2.4524, loss: 2.4524, grad_norm: 5.5573 2020-07-26 01:30:36,126 - mmaction - INFO - Epoch [11][2400/3757] lr: 1.000e-02, eta: 7 days, 18:06:49, time: 1.773, data_time: 0.008, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7023, loss_cls: 2.4119, loss: 2.4119, grad_norm: 5.4665 2020-07-26 01:31:15,694 - mmaction - INFO - Epoch [11][2420/3757] lr: 1.000e-02, eta: 7 days, 18:06:07, time: 1.985, data_time: 0.011, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7086, loss_cls: 2.3943, loss: 2.3943, grad_norm: 5.4740 2020-07-26 01:31:54,613 - mmaction - INFO - Epoch [11][2440/3757] lr: 1.000e-02, eta: 7 days, 18:05:18, time: 1.943, data_time: 0.008, memory: 5170, top1_acc: 0.4437, top5_acc: 0.6867, loss_cls: 2.4819, loss: 2.4819, grad_norm: 5.5618 2020-07-26 01:32:34,873 - mmaction - INFO - Epoch [11][2460/3757] lr: 1.000e-02, eta: 7 days, 18:04:40, time: 2.009, data_time: 0.094, memory: 5170, top1_acc: 0.4273, top5_acc: 0.6781, loss_cls: 2.4685, loss: 2.4685, grad_norm: 5.5689 2020-07-26 01:33:12,957 - mmaction - INFO - Epoch [11][2480/3757] lr: 1.000e-02, eta: 7 days, 18:03:46, time: 1.910, data_time: 0.476, memory: 5170, top1_acc: 0.4359, top5_acc: 0.7172, loss_cls: 2.3754, loss: 2.3754, grad_norm: 5.4758 2020-07-26 01:33:52,736 - mmaction - INFO - Epoch [11][2500/3757] lr: 1.000e-02, eta: 7 days, 18:03:05, time: 1.990, data_time: 0.413, memory: 5170, top1_acc: 0.4359, top5_acc: 0.7055, loss_cls: 2.4771, loss: 2.4771, grad_norm: 5.3637 2020-07-26 01:34:31,282 - mmaction - INFO - Epoch [11][2520/3757] lr: 1.000e-02, eta: 7 days, 18:02:13, time: 1.922, data_time: 0.229, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7070, loss_cls: 2.3413, loss: 2.3413, grad_norm: 5.3899 2020-07-26 01:35:11,518 - mmaction - INFO - Epoch [11][2540/3757] lr: 1.000e-02, eta: 7 days, 18:01:37, time: 2.017, data_time: 0.041, memory: 5170, top1_acc: 0.4344, top5_acc: 0.6937, loss_cls: 2.4512, loss: 2.4512, grad_norm: 5.6067 2020-07-26 01:35:48,128 - mmaction - INFO - Epoch [11][2560/3757] lr: 1.000e-02, eta: 7 days, 18:00:29, time: 1.830, data_time: 0.002, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7000, loss_cls: 2.3633, loss: 2.3633, grad_norm: 5.4515 2020-07-26 01:36:28,280 - mmaction - INFO - Epoch [11][2580/3757] lr: 1.000e-02, eta: 7 days, 17:59:51, time: 2.004, data_time: 0.264, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7109, loss_cls: 2.3911, loss: 2.3911, grad_norm: 5.5820 2020-07-26 01:37:09,345 - mmaction - INFO - Epoch [11][2600/3757] lr: 1.000e-02, eta: 7 days, 17:59:21, time: 2.058, data_time: 0.330, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7312, loss_cls: 2.2995, loss: 2.2995, grad_norm: 5.5100 2020-07-26 01:37:49,417 - mmaction - INFO - Epoch [11][2620/3757] lr: 1.000e-02, eta: 7 days, 17:58:41, time: 1.996, data_time: 0.391, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7078, loss_cls: 2.3578, loss: 2.3578, grad_norm: 5.4245 2020-07-26 01:38:27,238 - mmaction - INFO - Epoch [11][2640/3757] lr: 1.000e-02, eta: 7 days, 17:57:45, time: 1.896, data_time: 0.852, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7195, loss_cls: 2.3534, loss: 2.3534, grad_norm: 5.5645 2020-07-26 01:39:06,691 - mmaction - INFO - Epoch [11][2660/3757] lr: 1.000e-02, eta: 7 days, 17:57:01, time: 1.972, data_time: 0.446, memory: 5170, top1_acc: 0.4289, top5_acc: 0.6883, loss_cls: 2.4490, loss: 2.4490, grad_norm: 5.5649 2020-07-26 01:39:46,878 - mmaction - INFO - Epoch [11][2680/3757] lr: 1.000e-02, eta: 7 days, 17:56:23, time: 2.008, data_time: 0.691, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7031, loss_cls: 2.3182, loss: 2.3182, grad_norm: 5.5439 2020-07-26 01:40:24,466 - mmaction - INFO - Epoch [11][2700/3757] lr: 1.000e-02, eta: 7 days, 17:55:25, time: 1.883, data_time: 0.356, memory: 5170, top1_acc: 0.4477, top5_acc: 0.7000, loss_cls: 2.3945, loss: 2.3945, grad_norm: 5.5117 2020-07-26 01:40:59,975 - mmaction - INFO - Epoch [11][2720/3757] lr: 1.000e-02, eta: 7 days, 17:54:08, time: 1.775, data_time: 0.003, memory: 5170, top1_acc: 0.4469, top5_acc: 0.7172, loss_cls: 2.3748, loss: 2.3748, grad_norm: 5.6663 2020-07-26 01:41:39,475 - mmaction - INFO - Epoch [11][2740/3757] lr: 1.000e-02, eta: 7 days, 17:53:24, time: 1.969, data_time: 0.009, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7211, loss_cls: 2.2660, loss: 2.2660, grad_norm: 5.3612 2020-07-26 01:42:19,323 - mmaction - INFO - Epoch [11][2760/3757] lr: 1.000e-02, eta: 7 days, 17:52:44, time: 1.995, data_time: 0.009, memory: 5170, top1_acc: 0.4414, top5_acc: 0.7008, loss_cls: 2.4320, loss: 2.4320, grad_norm: 5.5253 2020-07-26 01:42:59,587 - mmaction - INFO - Epoch [11][2780/3757] lr: 1.000e-02, eta: 7 days, 17:52:07, time: 2.013, data_time: 0.009, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7070, loss_cls: 2.3796, loss: 2.3796, grad_norm: 5.6063 2020-07-26 01:43:37,601 - mmaction - INFO - Epoch [11][2800/3757] lr: 1.000e-02, eta: 7 days, 17:51:11, time: 1.899, data_time: 0.055, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7063, loss_cls: 2.3622, loss: 2.3622, grad_norm: 5.5149 2020-07-26 01:44:12,627 - mmaction - INFO - Epoch [11][2820/3757] lr: 1.000e-02, eta: 7 days, 17:49:51, time: 1.756, data_time: 0.022, memory: 5170, top1_acc: 0.4484, top5_acc: 0.6969, loss_cls: 2.3988, loss: 2.3988, grad_norm: 5.4774 2020-07-26 01:44:53,738 - mmaction - INFO - Epoch [11][2840/3757] lr: 1.000e-02, eta: 7 days, 17:49:22, time: 2.058, data_time: 0.004, memory: 5170, top1_acc: 0.4453, top5_acc: 0.7031, loss_cls: 2.4375, loss: 2.4375, grad_norm: 5.5632 2020-07-26 01:45:31,694 - mmaction - INFO - Epoch [11][2860/3757] lr: 1.000e-02, eta: 7 days, 17:48:24, time: 1.889, data_time: 0.219, memory: 5170, top1_acc: 0.4461, top5_acc: 0.6922, loss_cls: 2.4709, loss: 2.4709, grad_norm: 5.5649 2020-07-26 01:46:12,592 - mmaction - INFO - Epoch [11][2880/3757] lr: 1.000e-02, eta: 7 days, 17:47:53, time: 2.049, data_time: 0.017, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7125, loss_cls: 2.3285, loss: 2.3285, grad_norm: 5.4333 2020-07-26 01:46:50,830 - mmaction - INFO - Epoch [11][2900/3757] lr: 1.000e-02, eta: 7 days, 17:47:00, time: 1.913, data_time: 0.026, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7148, loss_cls: 2.3425, loss: 2.3425, grad_norm: 5.3472 2020-07-26 01:47:27,076 - mmaction - INFO - Epoch [11][2920/3757] lr: 1.000e-02, eta: 7 days, 17:45:50, time: 1.813, data_time: 0.246, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7086, loss_cls: 2.3381, loss: 2.3381, grad_norm: 5.5086 2020-07-26 01:48:07,523 - mmaction - INFO - Epoch [11][2940/3757] lr: 1.000e-02, eta: 7 days, 17:45:13, time: 2.017, data_time: 0.015, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7023, loss_cls: 2.3658, loss: 2.3658, grad_norm: 5.5538 2020-07-26 01:48:46,548 - mmaction - INFO - Epoch [11][2960/3757] lr: 1.000e-02, eta: 7 days, 17:44:27, time: 1.955, data_time: 0.308, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7117, loss_cls: 2.3120, loss: 2.3120, grad_norm: 5.4643 2020-07-26 01:49:26,801 - mmaction - INFO - Epoch [11][2980/3757] lr: 1.000e-02, eta: 7 days, 17:43:50, time: 2.014, data_time: 1.178, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7047, loss_cls: 2.4364, loss: 2.4364, grad_norm: 5.4881 2020-07-26 01:50:06,254 - mmaction - INFO - Epoch [11][3000/3757] lr: 1.000e-02, eta: 7 days, 17:43:07, time: 1.973, data_time: 1.303, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7117, loss_cls: 2.3395, loss: 2.3395, grad_norm: 5.5128 2020-07-26 01:50:43,700 - mmaction - INFO - Epoch [11][3020/3757] lr: 1.000e-02, eta: 7 days, 17:42:06, time: 1.871, data_time: 1.308, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7242, loss_cls: 2.3152, loss: 2.3152, grad_norm: 5.3881 2020-07-26 01:51:19,593 - mmaction - INFO - Epoch [11][3040/3757] lr: 1.000e-02, eta: 7 days, 17:40:54, time: 1.796, data_time: 0.919, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6945, loss_cls: 2.4586, loss: 2.4586, grad_norm: 5.5981 2020-07-26 01:52:03,058 - mmaction - INFO - Epoch [11][3060/3757] lr: 1.000e-02, eta: 7 days, 17:40:42, time: 2.168, data_time: 0.221, memory: 5170, top1_acc: 0.4344, top5_acc: 0.6922, loss_cls: 2.4243, loss: 2.4243, grad_norm: 5.5650 2020-07-26 01:52:39,658 - mmaction - INFO - Epoch [11][3080/3757] lr: 1.000e-02, eta: 7 days, 17:39:35, time: 1.830, data_time: 0.357, memory: 5170, top1_acc: 0.4492, top5_acc: 0.6992, loss_cls: 2.4175, loss: 2.4175, grad_norm: 5.3824 2020-07-26 01:53:18,203 - mmaction - INFO - Epoch [11][3100/3757] lr: 1.000e-02, eta: 7 days, 17:38:45, time: 1.933, data_time: 0.069, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7125, loss_cls: 2.3240, loss: 2.3240, grad_norm: 5.5457 2020-07-26 01:53:57,755 - mmaction - INFO - Epoch [11][3120/3757] lr: 1.000e-02, eta: 7 days, 17:38:02, time: 1.975, data_time: 0.008, memory: 5170, top1_acc: 0.4555, top5_acc: 0.6961, loss_cls: 2.3913, loss: 2.3913, grad_norm: 5.4858 2020-07-26 01:54:36,920 - mmaction - INFO - Epoch [11][3140/3757] lr: 1.000e-02, eta: 7 days, 17:37:16, time: 1.962, data_time: 0.009, memory: 5170, top1_acc: 0.4391, top5_acc: 0.6930, loss_cls: 2.4261, loss: 2.4261, grad_norm: 5.4661 2020-07-26 01:55:18,260 - mmaction - INFO - Epoch [11][3160/3757] lr: 1.000e-02, eta: 7 days, 17:36:47, time: 2.062, data_time: 0.009, memory: 5170, top1_acc: 0.4586, top5_acc: 0.6984, loss_cls: 2.4124, loss: 2.4124, grad_norm: 5.5364 2020-07-26 01:55:58,547 - mmaction - INFO - Epoch [11][3180/3757] lr: 1.000e-02, eta: 7 days, 17:36:12, time: 2.021, data_time: 0.019, memory: 5170, top1_acc: 0.4445, top5_acc: 0.7063, loss_cls: 2.4027, loss: 2.4027, grad_norm: 5.4477 2020-07-26 01:56:35,074 - mmaction - INFO - Epoch [11][3200/3757] lr: 1.000e-02, eta: 7 days, 17:35:03, time: 1.820, data_time: 0.007, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7188, loss_cls: 2.3278, loss: 2.3278, grad_norm: 5.3707 2020-07-26 01:57:12,344 - mmaction - INFO - Epoch [11][3220/3757] lr: 1.000e-02, eta: 7 days, 17:34:03, time: 1.870, data_time: 0.609, memory: 5170, top1_acc: 0.4594, top5_acc: 0.6984, loss_cls: 2.3749, loss: 2.3749, grad_norm: 5.5347 2020-07-26 01:57:52,358 - mmaction - INFO - Epoch [11][3240/3757] lr: 1.000e-02, eta: 7 days, 17:33:24, time: 1.999, data_time: 0.859, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7133, loss_cls: 2.3210, loss: 2.3210, grad_norm: 5.4164 2020-07-26 01:58:33,070 - mmaction - INFO - Epoch [11][3260/3757] lr: 1.000e-02, eta: 7 days, 17:32:51, time: 2.036, data_time: 0.999, memory: 5170, top1_acc: 0.4336, top5_acc: 0.6984, loss_cls: 2.4682, loss: 2.4682, grad_norm: 5.6614 2020-07-26 01:59:08,361 - mmaction - INFO - Epoch [11][3280/3757] lr: 1.000e-02, eta: 7 days, 17:31:32, time: 1.761, data_time: 1.126, memory: 5170, top1_acc: 0.4320, top5_acc: 0.6914, loss_cls: 2.4324, loss: 2.4324, grad_norm: 5.6479 2020-07-26 01:59:49,148 - mmaction - INFO - Epoch [11][3300/3757] lr: 1.000e-02, eta: 7 days, 17:31:00, time: 2.043, data_time: 0.924, memory: 5170, top1_acc: 0.4469, top5_acc: 0.6969, loss_cls: 2.4024, loss: 2.4024, grad_norm: 5.6639 2020-07-26 02:00:29,669 - mmaction - INFO - Epoch [11][3320/3757] lr: 1.000e-02, eta: 7 days, 17:30:24, time: 2.017, data_time: 0.444, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7047, loss_cls: 2.3885, loss: 2.3885, grad_norm: 5.5386 2020-07-26 02:01:07,350 - mmaction - INFO - Epoch [11][3340/3757] lr: 1.000e-02, eta: 7 days, 17:29:27, time: 1.888, data_time: 0.106, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7047, loss_cls: 2.3333, loss: 2.3333, grad_norm: 5.5053 2020-07-26 02:01:45,608 - mmaction - INFO - Epoch [11][3360/3757] lr: 1.000e-02, eta: 7 days, 17:28:34, time: 1.918, data_time: 0.322, memory: 5170, top1_acc: 0.4328, top5_acc: 0.7078, loss_cls: 2.4263, loss: 2.4263, grad_norm: 5.5090 2020-07-26 02:02:25,098 - mmaction - INFO - Epoch [11][3380/3757] lr: 1.000e-02, eta: 7 days, 17:27:51, time: 1.976, data_time: 0.123, memory: 5170, top1_acc: 0.4500, top5_acc: 0.7008, loss_cls: 2.3959, loss: 2.3959, grad_norm: 5.3224 2020-07-26 02:03:03,170 - mmaction - INFO - Epoch [11][3400/3757] lr: 1.000e-02, eta: 7 days, 17:26:56, time: 1.901, data_time: 0.052, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7031, loss_cls: 2.4217, loss: 2.4217, grad_norm: 5.5219 2020-07-26 02:03:45,109 - mmaction - INFO - Epoch [11][3420/3757] lr: 1.000e-02, eta: 7 days, 17:26:33, time: 2.098, data_time: 0.006, memory: 5170, top1_acc: 0.4469, top5_acc: 0.7039, loss_cls: 2.4158, loss: 2.4158, grad_norm: 5.4958 2020-07-26 02:04:24,847 - mmaction - INFO - Epoch [11][3440/3757] lr: 1.000e-02, eta: 7 days, 17:25:51, time: 1.983, data_time: 0.008, memory: 5170, top1_acc: 0.4633, top5_acc: 0.6961, loss_cls: 2.4207, loss: 2.4207, grad_norm: 5.3908 2020-07-26 02:05:01,566 - mmaction - INFO - Epoch [11][3460/3757] lr: 1.000e-02, eta: 7 days, 17:24:46, time: 1.841, data_time: 0.024, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7109, loss_cls: 2.3880, loss: 2.3880, grad_norm: 5.5332 2020-07-26 02:05:40,525 - mmaction - INFO - Epoch [11][3480/3757] lr: 1.000e-02, eta: 7 days, 17:23:58, time: 1.942, data_time: 0.005, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7039, loss_cls: 2.3319, loss: 2.3319, grad_norm: 5.4629 2020-07-26 02:06:17,729 - mmaction - INFO - Epoch [11][3500/3757] lr: 1.000e-02, eta: 7 days, 17:22:57, time: 1.865, data_time: 0.018, memory: 5170, top1_acc: 0.4453, top5_acc: 0.6992, loss_cls: 2.3956, loss: 2.3956, grad_norm: 5.5889 2020-07-26 02:06:55,108 - mmaction - INFO - Epoch [11][3520/3757] lr: 1.000e-02, eta: 7 days, 17:21:57, time: 1.868, data_time: 0.069, memory: 5170, top1_acc: 0.4477, top5_acc: 0.7008, loss_cls: 2.3894, loss: 2.3894, grad_norm: 5.4947 2020-07-26 02:07:36,302 - mmaction - INFO - Epoch [11][3540/3757] lr: 1.000e-02, eta: 7 days, 17:21:27, time: 2.059, data_time: 0.060, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7117, loss_cls: 2.3752, loss: 2.3752, grad_norm: 5.4875 2020-07-26 02:08:16,682 - mmaction - INFO - Epoch [11][3560/3757] lr: 1.000e-02, eta: 7 days, 17:20:50, time: 2.012, data_time: 0.008, memory: 5170, top1_acc: 0.4320, top5_acc: 0.7016, loss_cls: 2.3649, loss: 2.3649, grad_norm: 5.4081 2020-07-26 02:08:55,611 - mmaction - INFO - Epoch [11][3580/3757] lr: 1.000e-02, eta: 7 days, 17:20:04, time: 1.955, data_time: 0.011, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7156, loss_cls: 2.2853, loss: 2.2853, grad_norm: 5.4943 2020-07-26 02:09:35,750 - mmaction - INFO - Epoch [11][3600/3757] lr: 1.000e-02, eta: 7 days, 17:19:25, time: 2.000, data_time: 0.008, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7203, loss_cls: 2.3782, loss: 2.3782, grad_norm: 5.2796 2020-07-26 02:10:11,576 - mmaction - INFO - Epoch [11][3620/3757] lr: 1.000e-02, eta: 7 days, 17:18:13, time: 1.794, data_time: 0.010, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7070, loss_cls: 2.4159, loss: 2.4159, grad_norm: 5.5821 2020-07-26 02:10:48,240 - mmaction - INFO - Epoch [11][3640/3757] lr: 1.000e-02, eta: 7 days, 17:17:07, time: 1.836, data_time: 0.020, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7063, loss_cls: 2.3465, loss: 2.3465, grad_norm: 5.4873 2020-07-26 02:11:26,965 - mmaction - INFO - Epoch [11][3660/3757] lr: 1.000e-02, eta: 7 days, 17:16:18, time: 1.937, data_time: 0.101, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7117, loss_cls: 2.3438, loss: 2.3438, grad_norm: 5.4414 2020-07-26 02:12:06,282 - mmaction - INFO - Epoch [11][3680/3757] lr: 1.000e-02, eta: 7 days, 17:15:33, time: 1.965, data_time: 0.615, memory: 5170, top1_acc: 0.4734, top5_acc: 0.6984, loss_cls: 2.3456, loss: 2.3456, grad_norm: 5.3233 2020-07-26 02:12:43,520 - mmaction - INFO - Epoch [11][3700/3757] lr: 1.000e-02, eta: 7 days, 17:14:32, time: 1.862, data_time: 0.685, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7148, loss_cls: 2.3356, loss: 2.3356, grad_norm: 5.5364 2020-07-26 02:13:21,908 - mmaction - INFO - Epoch [11][3720/3757] lr: 1.000e-02, eta: 7 days, 17:13:40, time: 1.920, data_time: 0.011, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7102, loss_cls: 2.3982, loss: 2.3982, grad_norm: 5.5963 2020-07-26 02:14:05,727 - mmaction - INFO - Epoch [11][3740/3757] lr: 1.000e-02, eta: 7 days, 17:13:32, time: 2.191, data_time: 0.011, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7148, loss_cls: 2.3082, loss: 2.3082, grad_norm: 5.4584 2020-07-26 02:14:28,755 - mmaction - INFO - Saving checkpoint at 11 epochs 2020-07-26 02:15:22,885 - mmaction - INFO - Epoch [12][20/3757] lr: 1.000e-02, eta: 7 days, 17:09:28, time: 2.636, data_time: 1.128, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7219, loss_cls: 2.2984, loss: 2.2984, grad_norm: 5.4096 2020-07-26 02:16:01,955 - mmaction - INFO - Epoch [12][40/3757] lr: 1.000e-02, eta: 7 days, 17:08:42, time: 1.954, data_time: 0.383, memory: 5170, top1_acc: 0.4508, top5_acc: 0.6945, loss_cls: 2.4156, loss: 2.4156, grad_norm: 5.5505 2020-07-26 02:16:41,577 - mmaction - INFO - Epoch [12][60/3757] lr: 1.000e-02, eta: 7 days, 17:07:58, time: 1.973, data_time: 0.428, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7016, loss_cls: 2.3556, loss: 2.3556, grad_norm: 5.4061 2020-07-26 02:17:20,594 - mmaction - INFO - Epoch [12][80/3757] lr: 1.000e-02, eta: 7 days, 17:07:13, time: 1.959, data_time: 1.242, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7125, loss_cls: 2.3351, loss: 2.3351, grad_norm: 5.4912 2020-07-26 02:17:57,852 - mmaction - INFO - Epoch [12][100/3757] lr: 1.000e-02, eta: 7 days, 17:06:11, time: 1.855, data_time: 0.342, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7117, loss_cls: 2.3708, loss: 2.3708, grad_norm: 5.4914 2020-07-26 02:18:38,961 - mmaction - INFO - Epoch [12][120/3757] lr: 1.000e-02, eta: 7 days, 17:05:42, time: 2.061, data_time: 0.018, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7312, loss_cls: 2.3081, loss: 2.3081, grad_norm: 5.5264 2020-07-26 02:19:15,257 - mmaction - INFO - Epoch [12][140/3757] lr: 1.000e-02, eta: 7 days, 17:04:33, time: 1.814, data_time: 0.083, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7180, loss_cls: 2.3015, loss: 2.3015, grad_norm: 5.3646 2020-07-26 02:19:56,312 - mmaction - INFO - Epoch [12][160/3757] lr: 1.000e-02, eta: 7 days, 17:04:02, time: 2.051, data_time: 0.025, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7172, loss_cls: 2.3148, loss: 2.3148, grad_norm: 5.4502 2020-07-26 02:20:35,036 - mmaction - INFO - Epoch [12][180/3757] lr: 1.000e-02, eta: 7 days, 17:03:14, time: 1.939, data_time: 0.007, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7055, loss_cls: 2.3403, loss: 2.3403, grad_norm: 5.4642 2020-07-26 02:21:12,717 - mmaction - INFO - Epoch [12][200/3757] lr: 1.000e-02, eta: 7 days, 17:02:16, time: 1.882, data_time: 0.009, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7047, loss_cls: 2.3950, loss: 2.3950, grad_norm: 5.6627 2020-07-26 02:21:53,040 - mmaction - INFO - Epoch [12][220/3757] lr: 1.000e-02, eta: 7 days, 17:01:40, time: 2.019, data_time: 0.006, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7383, loss_cls: 2.2629, loss: 2.2629, grad_norm: 5.5610 2020-07-26 02:22:32,223 - mmaction - INFO - Epoch [12][240/3757] lr: 1.000e-02, eta: 7 days, 17:00:55, time: 1.958, data_time: 0.010, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6922, loss_cls: 2.4278, loss: 2.4278, grad_norm: 5.4340 2020-07-26 02:23:10,336 - mmaction - INFO - Epoch [12][260/3757] lr: 1.000e-02, eta: 7 days, 17:00:00, time: 1.899, data_time: 0.005, memory: 5170, top1_acc: 0.4625, top5_acc: 0.6922, loss_cls: 2.3892, loss: 2.3892, grad_norm: 5.6678 2020-07-26 02:23:48,124 - mmaction - INFO - Epoch [12][280/3757] lr: 1.000e-02, eta: 7 days, 16:59:04, time: 1.896, data_time: 0.011, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7156, loss_cls: 2.3242, loss: 2.3242, grad_norm: 5.3847 2020-07-26 02:24:27,463 - mmaction - INFO - Epoch [12][300/3757] lr: 1.000e-02, eta: 7 days, 16:58:19, time: 1.958, data_time: 0.011, memory: 5170, top1_acc: 0.4586, top5_acc: 0.6937, loss_cls: 2.3659, loss: 2.3659, grad_norm: 5.5530 2020-07-26 02:25:06,399 - mmaction - INFO - Epoch [12][320/3757] lr: 1.000e-02, eta: 7 days, 16:57:33, time: 1.956, data_time: 0.104, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7188, loss_cls: 2.3299, loss: 2.3299, grad_norm: 5.6503 2020-07-26 02:25:43,602 - mmaction - INFO - Epoch [12][340/3757] lr: 1.000e-02, eta: 7 days, 16:56:32, time: 1.861, data_time: 0.069, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7109, loss_cls: 2.2878, loss: 2.2878, grad_norm: 5.4972 2020-07-26 02:26:19,936 - mmaction - INFO - Epoch [12][360/3757] lr: 1.000e-02, eta: 7 days, 16:55:24, time: 1.817, data_time: 0.009, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7078, loss_cls: 2.3147, loss: 2.3147, grad_norm: 5.4669 2020-07-26 02:27:00,410 - mmaction - INFO - Epoch [12][380/3757] lr: 1.000e-02, eta: 7 days, 16:54:49, time: 2.024, data_time: 0.042, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7023, loss_cls: 2.3618, loss: 2.3618, grad_norm: 5.4298 2020-07-26 02:27:42,979 - mmaction - INFO - Epoch [12][400/3757] lr: 1.000e-02, eta: 7 days, 16:54:30, time: 2.128, data_time: 0.880, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6898, loss_cls: 2.4194, loss: 2.4194, grad_norm: 5.5492 2020-07-26 02:28:24,267 - mmaction - INFO - Epoch [12][420/3757] lr: 1.000e-02, eta: 7 days, 16:54:01, time: 2.059, data_time: 0.701, memory: 5170, top1_acc: 0.4633, top5_acc: 0.6945, loss_cls: 2.3952, loss: 2.3952, grad_norm: 5.6152 2020-07-26 02:28:59,647 - mmaction - INFO - Epoch [12][440/3757] lr: 1.000e-02, eta: 7 days, 16:52:46, time: 1.770, data_time: 0.199, memory: 5170, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 2.3821, loss: 2.3821, grad_norm: 5.6786 2020-07-26 02:29:39,272 - mmaction - INFO - Epoch [12][460/3757] lr: 1.000e-02, eta: 7 days, 16:52:04, time: 1.982, data_time: 0.038, memory: 5170, top1_acc: 0.4516, top5_acc: 0.6992, loss_cls: 2.3779, loss: 2.3779, grad_norm: 5.5629 2020-07-26 02:30:15,399 - mmaction - INFO - Epoch [12][480/3757] lr: 1.000e-02, eta: 7 days, 16:50:54, time: 1.805, data_time: 0.009, memory: 5170, top1_acc: 0.4727, top5_acc: 0.6937, loss_cls: 2.3272, loss: 2.3272, grad_norm: 5.3930 2020-07-26 02:30:54,657 - mmaction - INFO - Epoch [12][500/3757] lr: 1.000e-02, eta: 7 days, 16:50:09, time: 1.961, data_time: 0.060, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7000, loss_cls: 2.3584, loss: 2.3584, grad_norm: 5.5205 2020-07-26 02:31:35,796 - mmaction - INFO - Epoch [12][520/3757] lr: 1.000e-02, eta: 7 days, 16:49:40, time: 2.061, data_time: 0.017, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6969, loss_cls: 2.4814, loss: 2.4814, grad_norm: 5.6315 2020-07-26 02:32:15,937 - mmaction - INFO - Epoch [12][540/3757] lr: 1.000e-02, eta: 7 days, 16:49:03, time: 2.009, data_time: 0.407, memory: 5170, top1_acc: 0.4352, top5_acc: 0.6945, loss_cls: 2.4362, loss: 2.4362, grad_norm: 5.6648 2020-07-26 02:32:55,770 - mmaction - INFO - Epoch [12][560/3757] lr: 1.000e-02, eta: 7 days, 16:48:23, time: 1.991, data_time: 1.388, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7109, loss_cls: 2.3692, loss: 2.3692, grad_norm: 5.4162 2020-07-26 02:33:29,727 - mmaction - INFO - Epoch [12][580/3757] lr: 1.000e-02, eta: 7 days, 16:46:56, time: 1.697, data_time: 0.532, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7219, loss_cls: 2.3466, loss: 2.3466, grad_norm: 5.4704 2020-07-26 02:34:09,090 - mmaction - INFO - Epoch [12][600/3757] lr: 1.000e-02, eta: 7 days, 16:46:12, time: 1.968, data_time: 0.443, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7086, loss_cls: 2.3204, loss: 2.3204, grad_norm: 5.5425 2020-07-26 02:34:49,456 - mmaction - INFO - Epoch [12][620/3757] lr: 1.000e-02, eta: 7 days, 16:45:36, time: 2.019, data_time: 0.973, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7289, loss_cls: 2.2783, loss: 2.2783, grad_norm: 5.4378 2020-07-26 02:35:32,692 - mmaction - INFO - Epoch [12][640/3757] lr: 1.000e-02, eta: 7 days, 16:45:22, time: 2.156, data_time: 0.554, memory: 5170, top1_acc: 0.4469, top5_acc: 0.7125, loss_cls: 2.3528, loss: 2.3528, grad_norm: 5.4284 2020-07-26 02:36:11,359 - mmaction - INFO - Epoch [12][660/3757] lr: 1.000e-02, eta: 7 days, 16:44:33, time: 1.934, data_time: 0.036, memory: 5170, top1_acc: 0.4594, top5_acc: 0.6945, loss_cls: 2.4565, loss: 2.4565, grad_norm: 5.6243 2020-07-26 02:36:48,555 - mmaction - INFO - Epoch [12][680/3757] lr: 1.000e-02, eta: 7 days, 16:43:33, time: 1.863, data_time: 0.014, memory: 5170, top1_acc: 0.4437, top5_acc: 0.7039, loss_cls: 2.4103, loss: 2.4103, grad_norm: 5.5938 2020-07-26 02:37:26,632 - mmaction - INFO - Epoch [12][700/3757] lr: 1.000e-02, eta: 7 days, 16:42:39, time: 1.903, data_time: 0.276, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7125, loss_cls: 2.3330, loss: 2.3330, grad_norm: 5.4830 2020-07-26 02:38:04,098 - mmaction - INFO - Epoch [12][720/3757] lr: 1.000e-02, eta: 7 days, 16:41:40, time: 1.873, data_time: 0.100, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7023, loss_cls: 2.3101, loss: 2.3101, grad_norm: 5.2411 2020-07-26 02:38:46,591 - mmaction - INFO - Epoch [12][740/3757] lr: 1.000e-02, eta: 7 days, 16:41:20, time: 2.118, data_time: 0.149, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7031, loss_cls: 2.3863, loss: 2.3863, grad_norm: 5.5295 2020-07-26 02:39:23,460 - mmaction - INFO - Epoch [12][760/3757] lr: 1.000e-02, eta: 7 days, 16:40:18, time: 1.852, data_time: 0.011, memory: 5170, top1_acc: 0.4477, top5_acc: 0.7031, loss_cls: 2.4001, loss: 2.4001, grad_norm: 5.5514 2020-07-26 02:40:02,245 - mmaction - INFO - Epoch [12][780/3757] lr: 1.000e-02, eta: 7 days, 16:39:28, time: 1.930, data_time: 0.170, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6852, loss_cls: 2.4788, loss: 2.4788, grad_norm: 5.7221 2020-07-26 02:40:40,913 - mmaction - INFO - Epoch [12][800/3757] lr: 1.000e-02, eta: 7 days, 16:38:40, time: 1.943, data_time: 0.206, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7023, loss_cls: 2.3783, loss: 2.3783, grad_norm: 5.5068 2020-07-26 02:41:20,674 - mmaction - INFO - Epoch [12][820/3757] lr: 1.000e-02, eta: 7 days, 16:37:58, time: 1.981, data_time: 0.014, memory: 5170, top1_acc: 0.4641, top5_acc: 0.6953, loss_cls: 2.4341, loss: 2.4341, grad_norm: 5.5640 2020-07-26 02:42:01,707 - mmaction - INFO - Epoch [12][840/3757] lr: 1.000e-02, eta: 7 days, 16:37:29, time: 2.057, data_time: 0.237, memory: 5170, top1_acc: 0.4391, top5_acc: 0.6977, loss_cls: 2.4227, loss: 2.4227, grad_norm: 5.6209 2020-07-26 02:42:38,383 - mmaction - INFO - Epoch [12][860/3757] lr: 1.000e-02, eta: 7 days, 16:36:23, time: 1.830, data_time: 0.076, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7078, loss_cls: 2.3377, loss: 2.3377, grad_norm: 5.4229 2020-07-26 02:43:19,470 - mmaction - INFO - Epoch [12][880/3757] lr: 1.000e-02, eta: 7 days, 16:35:53, time: 2.055, data_time: 0.010, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7008, loss_cls: 2.3580, loss: 2.3580, grad_norm: 5.4948 2020-07-26 02:43:56,829 - mmaction - INFO - Epoch [12][900/3757] lr: 1.000e-02, eta: 7 days, 16:34:54, time: 1.872, data_time: 0.008, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7023, loss_cls: 2.3863, loss: 2.3863, grad_norm: 5.3850 2020-07-26 02:44:37,135 - mmaction - INFO - Epoch [12][920/3757] lr: 1.000e-02, eta: 7 days, 16:34:17, time: 2.011, data_time: 0.007, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7266, loss_cls: 2.2353, loss: 2.2353, grad_norm: 5.5044 2020-07-26 02:45:17,285 - mmaction - INFO - Epoch [12][940/3757] lr: 1.000e-02, eta: 7 days, 16:33:39, time: 2.004, data_time: 0.009, memory: 5170, top1_acc: 0.4453, top5_acc: 0.7055, loss_cls: 2.3856, loss: 2.3856, grad_norm: 5.5856 2020-07-26 02:45:55,450 - mmaction - INFO - Epoch [12][960/3757] lr: 1.000e-02, eta: 7 days, 16:32:47, time: 1.914, data_time: 0.010, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7031, loss_cls: 2.3354, loss: 2.3354, grad_norm: 5.5084 2020-07-26 02:46:35,495 - mmaction - INFO - Epoch [12][980/3757] lr: 1.000e-02, eta: 7 days, 16:32:08, time: 2.001, data_time: 0.010, memory: 5170, top1_acc: 0.4430, top5_acc: 0.7094, loss_cls: 2.3928, loss: 2.3928, grad_norm: 5.5538 2020-07-26 02:47:11,501 - mmaction - INFO - Epoch [12][1000/3757] lr: 1.000e-02, eta: 7 days, 16:30:59, time: 1.802, data_time: 0.005, memory: 5170, top1_acc: 0.4562, top5_acc: 0.6922, loss_cls: 2.4270, loss: 2.4270, grad_norm: 5.5595 2020-07-26 02:47:48,946 - mmaction - INFO - Epoch [12][1020/3757] lr: 1.000e-02, eta: 7 days, 16:30:00, time: 1.874, data_time: 0.081, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7305, loss_cls: 2.2530, loss: 2.2530, grad_norm: 5.2829 2020-07-26 02:48:26,745 - mmaction - INFO - Epoch [12][1040/3757] lr: 1.000e-02, eta: 7 days, 16:29:04, time: 1.889, data_time: 0.044, memory: 5170, top1_acc: 0.4477, top5_acc: 0.7234, loss_cls: 2.2993, loss: 2.2993, grad_norm: 5.5875 2020-07-26 02:49:07,369 - mmaction - INFO - Epoch [12][1060/3757] lr: 1.000e-02, eta: 7 days, 16:28:29, time: 2.025, data_time: 0.281, memory: 5170, top1_acc: 0.4422, top5_acc: 0.6969, loss_cls: 2.3952, loss: 2.3952, grad_norm: 5.5009 2020-07-26 02:49:45,930 - mmaction - INFO - Epoch [12][1080/3757] lr: 1.000e-02, eta: 7 days, 16:27:40, time: 1.932, data_time: 0.009, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7031, loss_cls: 2.3906, loss: 2.3906, grad_norm: 5.5638 2020-07-26 02:50:22,791 - mmaction - INFO - Epoch [12][1100/3757] lr: 1.000e-02, eta: 7 days, 16:26:36, time: 1.842, data_time: 0.010, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7344, loss_cls: 2.2671, loss: 2.2671, grad_norm: 5.3645 2020-07-26 02:51:03,134 - mmaction - INFO - Epoch [12][1120/3757] lr: 1.000e-02, eta: 7 days, 16:25:59, time: 2.011, data_time: 0.009, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7219, loss_cls: 2.3318, loss: 2.3318, grad_norm: 5.4966 2020-07-26 02:51:41,819 - mmaction - INFO - Epoch [12][1140/3757] lr: 1.000e-02, eta: 7 days, 16:25:11, time: 1.936, data_time: 0.012, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7133, loss_cls: 2.3767, loss: 2.3767, grad_norm: 5.5657 2020-07-26 02:52:20,943 - mmaction - INFO - Epoch [12][1160/3757] lr: 1.000e-02, eta: 7 days, 16:24:26, time: 1.964, data_time: 0.015, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7125, loss_cls: 2.2740, loss: 2.2740, grad_norm: 5.5359 2020-07-26 02:53:02,082 - mmaction - INFO - Epoch [12][1180/3757] lr: 1.000e-02, eta: 7 days, 16:23:56, time: 2.051, data_time: 0.003, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7047, loss_cls: 2.3430, loss: 2.3430, grad_norm: 5.5389 2020-07-26 02:53:40,400 - mmaction - INFO - Epoch [12][1200/3757] lr: 1.000e-02, eta: 7 days, 16:23:05, time: 1.922, data_time: 0.094, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7141, loss_cls: 2.3557, loss: 2.3557, grad_norm: 5.6287 2020-07-26 02:54:18,005 - mmaction - INFO - Epoch [12][1220/3757] lr: 1.000e-02, eta: 7 days, 16:22:07, time: 1.880, data_time: 0.008, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7242, loss_cls: 2.3489, loss: 2.3489, grad_norm: 5.5969 2020-07-26 02:54:58,112 - mmaction - INFO - Epoch [12][1240/3757] lr: 1.000e-02, eta: 7 days, 16:21:30, time: 2.007, data_time: 0.004, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7086, loss_cls: 2.3766, loss: 2.3766, grad_norm: 5.6289 2020-07-26 02:55:38,223 - mmaction - INFO - Epoch [12][1260/3757] lr: 1.000e-02, eta: 7 days, 16:20:51, time: 1.998, data_time: 0.009, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7203, loss_cls: 2.3985, loss: 2.3985, grad_norm: 5.6156 2020-07-26 02:56:18,360 - mmaction - INFO - Epoch [12][1280/3757] lr: 1.000e-02, eta: 7 days, 16:20:14, time: 2.012, data_time: 0.054, memory: 5170, top1_acc: 0.4461, top5_acc: 0.6977, loss_cls: 2.3935, loss: 2.3935, grad_norm: 5.5822 2020-07-26 02:56:54,219 - mmaction - INFO - Epoch [12][1300/3757] lr: 1.000e-02, eta: 7 days, 16:19:02, time: 1.786, data_time: 0.213, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7109, loss_cls: 2.3524, loss: 2.3524, grad_norm: 5.5764 2020-07-26 02:57:35,404 - mmaction - INFO - Epoch [12][1320/3757] lr: 1.000e-02, eta: 7 days, 16:18:34, time: 2.065, data_time: 0.066, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7297, loss_cls: 2.3231, loss: 2.3231, grad_norm: 5.6575 2020-07-26 02:58:13,321 - mmaction - INFO - Epoch [12][1340/3757] lr: 1.000e-02, eta: 7 days, 16:17:38, time: 1.892, data_time: 0.310, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7195, loss_cls: 2.3059, loss: 2.3059, grad_norm: 5.6777 2020-07-26 02:58:51,894 - mmaction - INFO - Epoch [12][1360/3757] lr: 1.000e-02, eta: 7 days, 16:16:49, time: 1.935, data_time: 0.010, memory: 5170, top1_acc: 0.4625, top5_acc: 0.6992, loss_cls: 2.3765, loss: 2.3765, grad_norm: 5.6267 2020-07-26 02:59:30,908 - mmaction - INFO - Epoch [12][1380/3757] lr: 1.000e-02, eta: 7 days, 16:16:03, time: 1.951, data_time: 0.009, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7086, loss_cls: 2.3732, loss: 2.3732, grad_norm: 5.5843 2020-07-26 03:00:11,553 - mmaction - INFO - Epoch [12][1400/3757] lr: 1.000e-02, eta: 7 days, 16:15:28, time: 2.024, data_time: 0.014, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7180, loss_cls: 2.2873, loss: 2.2873, grad_norm: 5.4455 2020-07-26 03:00:44,908 - mmaction - INFO - Epoch [12][1420/3757] lr: 1.000e-02, eta: 7 days, 16:13:59, time: 1.675, data_time: 0.099, memory: 5170, top1_acc: 0.4461, top5_acc: 0.7078, loss_cls: 2.3955, loss: 2.3955, grad_norm: 5.5877 2020-07-26 03:01:25,649 - mmaction - INFO - Epoch [12][1440/3757] lr: 1.000e-02, eta: 7 days, 16:13:25, time: 2.029, data_time: 0.009, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7039, loss_cls: 2.3549, loss: 2.3549, grad_norm: 5.5343 2020-07-26 03:02:07,865 - mmaction - INFO - Epoch [12][1460/3757] lr: 1.000e-02, eta: 7 days, 16:13:05, time: 2.117, data_time: 0.020, memory: 5170, top1_acc: 0.4375, top5_acc: 0.6961, loss_cls: 2.4932, loss: 2.4932, grad_norm: 5.5505 2020-07-26 03:02:45,340 - mmaction - INFO - Epoch [12][1480/3757] lr: 1.000e-02, eta: 7 days, 16:12:07, time: 1.876, data_time: 0.013, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7094, loss_cls: 2.3258, loss: 2.3258, grad_norm: 5.4713 2020-07-26 03:03:25,901 - mmaction - INFO - Epoch [12][1500/3757] lr: 1.000e-02, eta: 7 days, 16:11:33, time: 2.028, data_time: 0.003, memory: 5170, top1_acc: 0.4437, top5_acc: 0.7055, loss_cls: 2.3857, loss: 2.3857, grad_norm: 5.6339 2020-07-26 03:04:00,232 - mmaction - INFO - Epoch [12][1520/3757] lr: 1.000e-02, eta: 7 days, 16:10:09, time: 1.714, data_time: 0.026, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7063, loss_cls: 2.4029, loss: 2.4029, grad_norm: 5.4662 2020-07-26 03:04:40,490 - mmaction - INFO - Epoch [12][1540/3757] lr: 1.000e-02, eta: 7 days, 16:09:32, time: 2.009, data_time: 0.067, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7148, loss_cls: 2.2890, loss: 2.2890, grad_norm: 5.2547 2020-07-26 03:05:21,604 - mmaction - INFO - Epoch [12][1560/3757] lr: 1.000e-02, eta: 7 days, 16:09:02, time: 2.056, data_time: 0.027, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7117, loss_cls: 2.3319, loss: 2.3319, grad_norm: 5.3907 2020-07-26 03:05:59,499 - mmaction - INFO - Epoch [12][1580/3757] lr: 1.000e-02, eta: 7 days, 16:08:08, time: 1.898, data_time: 0.081, memory: 5170, top1_acc: 0.4586, top5_acc: 0.6930, loss_cls: 2.3993, loss: 2.3993, grad_norm: 5.4034 2020-07-26 03:06:39,664 - mmaction - INFO - Epoch [12][1600/3757] lr: 1.000e-02, eta: 7 days, 16:07:31, time: 2.007, data_time: 0.316, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7141, loss_cls: 2.3838, loss: 2.3838, grad_norm: 5.4910 2020-07-26 03:07:16,775 - mmaction - INFO - Epoch [12][1620/3757] lr: 1.000e-02, eta: 7 days, 16:06:30, time: 1.855, data_time: 0.856, memory: 5170, top1_acc: 0.4508, top5_acc: 0.6992, loss_cls: 2.3960, loss: 2.3960, grad_norm: 5.4292 2020-07-26 03:07:56,613 - mmaction - INFO - Epoch [12][1640/3757] lr: 1.000e-02, eta: 7 days, 16:05:50, time: 1.992, data_time: 1.420, memory: 5170, top1_acc: 0.4469, top5_acc: 0.6945, loss_cls: 2.4337, loss: 2.4337, grad_norm: 5.4747 2020-07-26 03:08:33,894 - mmaction - INFO - Epoch [12][1660/3757] lr: 1.000e-02, eta: 7 days, 16:04:50, time: 1.861, data_time: 0.698, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7102, loss_cls: 2.3953, loss: 2.3953, grad_norm: 5.4457 2020-07-26 03:09:13,053 - mmaction - INFO - Epoch [12][1680/3757] lr: 1.000e-02, eta: 7 days, 16:04:05, time: 1.961, data_time: 0.593, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7219, loss_cls: 2.2907, loss: 2.2907, grad_norm: 5.4269 2020-07-26 03:09:53,041 - mmaction - INFO - Epoch [12][1700/3757] lr: 1.000e-02, eta: 7 days, 16:03:25, time: 1.991, data_time: 0.318, memory: 5170, top1_acc: 0.4359, top5_acc: 0.7016, loss_cls: 2.4174, loss: 2.4174, grad_norm: 5.5366 2020-07-26 03:10:35,468 - mmaction - INFO - Epoch [12][1720/3757] lr: 1.000e-02, eta: 7 days, 16:03:06, time: 2.122, data_time: 0.078, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7367, loss_cls: 2.2929, loss: 2.2929, grad_norm: 5.3982 2020-07-26 03:11:12,835 - mmaction - INFO - Epoch [12][1740/3757] lr: 1.000e-02, eta: 7 days, 16:02:08, time: 1.875, data_time: 0.786, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7148, loss_cls: 2.3060, loss: 2.3060, grad_norm: 5.3752 2020-07-26 03:11:53,855 - mmaction - INFO - Epoch [12][1760/3757] lr: 1.000e-02, eta: 7 days, 16:01:36, time: 2.042, data_time: 0.501, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6859, loss_cls: 2.4806, loss: 2.4806, grad_norm: 5.4072 2020-07-26 03:12:28,887 - mmaction - INFO - Epoch [12][1780/3757] lr: 1.000e-02, eta: 7 days, 16:00:20, time: 1.762, data_time: 0.013, memory: 5170, top1_acc: 0.4461, top5_acc: 0.7133, loss_cls: 2.4301, loss: 2.4301, grad_norm: 5.5498 2020-07-26 03:13:11,433 - mmaction - INFO - Epoch [12][1800/3757] lr: 1.000e-02, eta: 7 days, 16:00:00, time: 2.119, data_time: 0.023, memory: 5170, top1_acc: 0.4289, top5_acc: 0.6969, loss_cls: 2.4444, loss: 2.4444, grad_norm: 5.6302 2020-07-26 03:13:52,756 - mmaction - INFO - Epoch [12][1820/3757] lr: 1.000e-02, eta: 7 days, 15:59:32, time: 2.069, data_time: 0.010, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7117, loss_cls: 2.3490, loss: 2.3490, grad_norm: 5.5804 2020-07-26 03:14:30,283 - mmaction - INFO - Epoch [12][1840/3757] lr: 1.000e-02, eta: 7 days, 15:58:35, time: 1.879, data_time: 0.012, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7320, loss_cls: 2.2466, loss: 2.2466, grad_norm: 5.3485 2020-07-26 03:15:08,923 - mmaction - INFO - Epoch [12][1860/3757] lr: 1.000e-02, eta: 7 days, 15:57:46, time: 1.935, data_time: 0.015, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7055, loss_cls: 2.3881, loss: 2.3881, grad_norm: 5.6851 2020-07-26 03:15:51,208 - mmaction - INFO - Epoch [12][1880/3757] lr: 1.000e-02, eta: 7 days, 15:57:25, time: 2.110, data_time: 0.379, memory: 5170, top1_acc: 0.4297, top5_acc: 0.6969, loss_cls: 2.5163, loss: 2.5163, grad_norm: 5.5410 2020-07-26 03:16:30,974 - mmaction - INFO - Epoch [12][1900/3757] lr: 1.000e-02, eta: 7 days, 15:56:44, time: 1.987, data_time: 0.007, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7086, loss_cls: 2.3076, loss: 2.3076, grad_norm: 5.3376 2020-07-26 03:17:06,858 - mmaction - INFO - Epoch [12][1920/3757] lr: 1.000e-02, eta: 7 days, 15:55:34, time: 1.792, data_time: 0.024, memory: 5170, top1_acc: 0.4422, top5_acc: 0.7102, loss_cls: 2.3938, loss: 2.3938, grad_norm: 5.6300 2020-07-26 03:17:48,028 - mmaction - INFO - Epoch [12][1940/3757] lr: 1.000e-02, eta: 7 days, 15:55:05, time: 2.067, data_time: 0.014, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7148, loss_cls: 2.3288, loss: 2.3288, grad_norm: 5.5719 2020-07-26 03:18:24,509 - mmaction - INFO - Epoch [12][1960/3757] lr: 1.000e-02, eta: 7 days, 15:54:00, time: 1.823, data_time: 0.204, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7297, loss_cls: 2.3668, loss: 2.3668, grad_norm: 5.5382 2020-07-26 03:19:05,266 - mmaction - INFO - Epoch [12][1980/3757] lr: 1.000e-02, eta: 7 days, 15:53:27, time: 2.037, data_time: 0.082, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7281, loss_cls: 2.2528, loss: 2.2528, grad_norm: 5.5023 2020-07-26 03:19:42,228 - mmaction - INFO - Epoch [12][2000/3757] lr: 1.000e-02, eta: 7 days, 15:52:24, time: 1.841, data_time: 0.014, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7297, loss_cls: 2.2667, loss: 2.2667, grad_norm: 5.3931 2020-07-26 03:20:20,275 - mmaction - INFO - Epoch [12][2020/3757] lr: 1.000e-02, eta: 7 days, 15:51:31, time: 1.907, data_time: 0.011, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7305, loss_cls: 2.2280, loss: 2.2280, grad_norm: 5.4012 2020-07-26 03:20:57,709 - mmaction - INFO - Epoch [12][2040/3757] lr: 1.000e-02, eta: 7 days, 15:50:33, time: 1.874, data_time: 0.009, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7156, loss_cls: 2.3008, loss: 2.3008, grad_norm: 5.4149 2020-07-26 03:21:37,200 - mmaction - INFO - Epoch [12][2060/3757] lr: 1.000e-02, eta: 7 days, 15:49:51, time: 1.977, data_time: 0.010, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7172, loss_cls: 2.2961, loss: 2.2961, grad_norm: 5.3156 2020-07-26 03:22:15,903 - mmaction - INFO - Epoch [12][2080/3757] lr: 1.000e-02, eta: 7 days, 15:49:02, time: 1.931, data_time: 0.060, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7141, loss_cls: 2.3810, loss: 2.3810, grad_norm: 5.4884 2020-07-26 03:22:55,857 - mmaction - INFO - Epoch [12][2100/3757] lr: 1.000e-02, eta: 7 days, 15:48:23, time: 2.000, data_time: 0.049, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7188, loss_cls: 2.2382, loss: 2.2382, grad_norm: 5.2067 2020-07-26 03:23:35,490 - mmaction - INFO - Epoch [12][2120/3757] lr: 1.000e-02, eta: 7 days, 15:47:42, time: 1.982, data_time: 0.015, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7102, loss_cls: 2.3335, loss: 2.3335, grad_norm: 5.4256 2020-07-26 03:24:16,822 - mmaction - INFO - Epoch [12][2140/3757] lr: 1.000e-02, eta: 7 days, 15:47:14, time: 2.068, data_time: 0.153, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7289, loss_cls: 2.2505, loss: 2.2505, grad_norm: 5.4201 2020-07-26 03:24:56,186 - mmaction - INFO - Epoch [12][2160/3757] lr: 1.000e-02, eta: 7 days, 15:46:31, time: 1.968, data_time: 0.004, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7016, loss_cls: 2.3761, loss: 2.3761, grad_norm: 5.6171 2020-07-26 03:25:35,016 - mmaction - INFO - Epoch [12][2180/3757] lr: 1.000e-02, eta: 7 days, 15:45:42, time: 1.935, data_time: 0.068, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7094, loss_cls: 2.3873, loss: 2.3873, grad_norm: 5.5679 2020-07-26 03:26:14,465 - mmaction - INFO - Epoch [12][2200/3757] lr: 1.000e-02, eta: 7 days, 15:45:00, time: 1.975, data_time: 0.514, memory: 5170, top1_acc: 0.4602, top5_acc: 0.6977, loss_cls: 2.3823, loss: 2.3823, grad_norm: 5.4232 2020-07-26 03:26:52,262 - mmaction - INFO - Epoch [12][2220/3757] lr: 1.000e-02, eta: 7 days, 15:44:05, time: 1.892, data_time: 1.121, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7289, loss_cls: 2.2613, loss: 2.2613, grad_norm: 5.4715 2020-07-26 03:27:34,214 - mmaction - INFO - Epoch [12][2240/3757] lr: 1.000e-02, eta: 7 days, 15:43:42, time: 2.100, data_time: 0.290, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7078, loss_cls: 2.3331, loss: 2.3331, grad_norm: 5.4288 2020-07-26 03:28:13,571 - mmaction - INFO - Epoch [12][2260/3757] lr: 1.000e-02, eta: 7 days, 15:42:58, time: 1.968, data_time: 0.038, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7219, loss_cls: 2.2774, loss: 2.2774, grad_norm: 5.5020 2020-07-26 03:28:54,453 - mmaction - INFO - Epoch [12][2280/3757] lr: 1.000e-02, eta: 7 days, 15:42:26, time: 2.043, data_time: 0.276, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7266, loss_cls: 2.2976, loss: 2.2976, grad_norm: 5.4868 2020-07-26 03:29:33,483 - mmaction - INFO - Epoch [12][2300/3757] lr: 1.000e-02, eta: 7 days, 15:41:40, time: 1.951, data_time: 0.003, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7227, loss_cls: 2.2694, loss: 2.2694, grad_norm: 5.4306 2020-07-26 03:30:13,391 - mmaction - INFO - Epoch [12][2320/3757] lr: 1.000e-02, eta: 7 days, 15:41:01, time: 1.996, data_time: 0.007, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7289, loss_cls: 2.3075, loss: 2.3075, grad_norm: 5.5006 2020-07-26 03:30:50,811 - mmaction - INFO - Epoch [12][2340/3757] lr: 1.000e-02, eta: 7 days, 15:40:03, time: 1.872, data_time: 0.057, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7102, loss_cls: 2.3512, loss: 2.3512, grad_norm: 5.5641 2020-07-26 03:31:29,001 - mmaction - INFO - Epoch [12][2360/3757] lr: 1.000e-02, eta: 7 days, 15:39:11, time: 1.909, data_time: 0.243, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7461, loss_cls: 2.2260, loss: 2.2260, grad_norm: 5.3839 2020-07-26 03:32:09,685 - mmaction - INFO - Epoch [12][2380/3757] lr: 1.000e-02, eta: 7 days, 15:38:37, time: 2.030, data_time: 0.064, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7242, loss_cls: 2.3403, loss: 2.3403, grad_norm: 5.4072 2020-07-26 03:32:51,409 - mmaction - INFO - Epoch [12][2400/3757] lr: 1.000e-02, eta: 7 days, 15:38:12, time: 2.090, data_time: 0.009, memory: 5170, top1_acc: 0.4437, top5_acc: 0.6766, loss_cls: 2.4883, loss: 2.4883, grad_norm: 5.5670 2020-07-26 03:33:27,106 - mmaction - INFO - Epoch [12][2420/3757] lr: 1.000e-02, eta: 7 days, 15:37:01, time: 1.785, data_time: 0.008, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7070, loss_cls: 2.2920, loss: 2.2920, grad_norm: 5.3675 2020-07-26 03:34:05,551 - mmaction - INFO - Epoch [12][2440/3757] lr: 1.000e-02, eta: 7 days, 15:36:10, time: 1.921, data_time: 0.009, memory: 5170, top1_acc: 0.4391, top5_acc: 0.7078, loss_cls: 2.3563, loss: 2.3563, grad_norm: 5.4897 2020-07-26 03:34:43,712 - mmaction - INFO - Epoch [12][2460/3757] lr: 1.000e-02, eta: 7 days, 15:35:18, time: 1.910, data_time: 0.617, memory: 5170, top1_acc: 0.4461, top5_acc: 0.6937, loss_cls: 2.4212, loss: 2.4212, grad_norm: 5.5641 2020-07-26 03:35:27,222 - mmaction - INFO - Epoch [12][2480/3757] lr: 1.000e-02, eta: 7 days, 15:35:06, time: 2.172, data_time: 0.257, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7063, loss_cls: 2.4240, loss: 2.4240, grad_norm: 5.4637 2020-07-26 03:36:06,004 - mmaction - INFO - Epoch [12][2500/3757] lr: 1.000e-02, eta: 7 days, 15:34:18, time: 1.942, data_time: 0.437, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7359, loss_cls: 2.2619, loss: 2.2619, grad_norm: 5.4318 2020-07-26 03:36:44,306 - mmaction - INFO - Epoch [12][2520/3757] lr: 1.000e-02, eta: 7 days, 15:33:26, time: 1.908, data_time: 0.009, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7117, loss_cls: 2.3658, loss: 2.3658, grad_norm: 5.5183 2020-07-26 03:37:27,077 - mmaction - INFO - Epoch [12][2540/3757] lr: 1.000e-02, eta: 7 days, 15:33:09, time: 2.142, data_time: 0.010, memory: 5170, top1_acc: 0.4539, top5_acc: 0.6875, loss_cls: 2.3884, loss: 2.3884, grad_norm: 5.4768 2020-07-26 03:38:04,677 - mmaction - INFO - Epoch [12][2560/3757] lr: 1.000e-02, eta: 7 days, 15:32:13, time: 1.884, data_time: 0.042, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7055, loss_cls: 2.3573, loss: 2.3573, grad_norm: 5.5419 2020-07-26 03:38:44,310 - mmaction - INFO - Epoch [12][2580/3757] lr: 1.000e-02, eta: 7 days, 15:31:31, time: 1.980, data_time: 0.423, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7391, loss_cls: 2.3212, loss: 2.3212, grad_norm: 5.4265 2020-07-26 03:39:24,913 - mmaction - INFO - Epoch [12][2600/3757] lr: 1.000e-02, eta: 7 days, 15:30:57, time: 2.029, data_time: 0.595, memory: 5170, top1_acc: 0.4359, top5_acc: 0.7086, loss_cls: 2.4171, loss: 2.4171, grad_norm: 5.5679 2020-07-26 03:40:01,639 - mmaction - INFO - Epoch [12][2620/3757] lr: 1.000e-02, eta: 7 days, 15:29:54, time: 1.835, data_time: 0.008, memory: 5170, top1_acc: 0.4578, top5_acc: 0.6969, loss_cls: 2.3990, loss: 2.3990, grad_norm: 5.5266 2020-07-26 03:40:42,453 - mmaction - INFO - Epoch [12][2640/3757] lr: 1.000e-02, eta: 7 days, 15:29:21, time: 2.037, data_time: 0.010, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7289, loss_cls: 2.2843, loss: 2.2843, grad_norm: 5.4892 2020-07-26 03:41:22,298 - mmaction - INFO - Epoch [12][2660/3757] lr: 1.000e-02, eta: 7 days, 15:28:41, time: 1.991, data_time: 0.010, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7211, loss_cls: 2.3462, loss: 2.3462, grad_norm: 5.4755 2020-07-26 03:42:00,872 - mmaction - INFO - Epoch [12][2680/3757] lr: 1.000e-02, eta: 7 days, 15:27:53, time: 1.934, data_time: 0.010, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7109, loss_cls: 2.3854, loss: 2.3854, grad_norm: 5.4387 2020-07-26 03:42:41,085 - mmaction - INFO - Epoch [12][2700/3757] lr: 1.000e-02, eta: 7 days, 15:27:16, time: 2.012, data_time: 0.005, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7273, loss_cls: 2.2618, loss: 2.2618, grad_norm: 5.4793 2020-07-26 03:43:17,664 - mmaction - INFO - Epoch [12][2720/3757] lr: 1.000e-02, eta: 7 days, 15:26:12, time: 1.829, data_time: 0.004, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7008, loss_cls: 2.3904, loss: 2.3904, grad_norm: 5.6236 2020-07-26 03:43:59,787 - mmaction - INFO - Epoch [12][2740/3757] lr: 1.000e-02, eta: 7 days, 15:25:49, time: 2.103, data_time: 0.009, memory: 5170, top1_acc: 0.4578, top5_acc: 0.6992, loss_cls: 2.3429, loss: 2.3429, grad_norm: 5.4933 2020-07-26 03:44:37,819 - mmaction - INFO - Epoch [12][2760/3757] lr: 1.000e-02, eta: 7 days, 15:24:56, time: 1.905, data_time: 0.009, memory: 5170, top1_acc: 0.4547, top5_acc: 0.6992, loss_cls: 2.3993, loss: 2.3993, grad_norm: 5.5701 2020-07-26 03:45:17,319 - mmaction - INFO - Epoch [12][2780/3757] lr: 1.000e-02, eta: 7 days, 15:24:13, time: 1.970, data_time: 0.008, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7141, loss_cls: 2.3001, loss: 2.3001, grad_norm: 5.4658 2020-07-26 03:45:59,545 - mmaction - INFO - Epoch [12][2800/3757] lr: 1.000e-02, eta: 7 days, 15:23:52, time: 2.116, data_time: 0.023, memory: 5170, top1_acc: 0.4453, top5_acc: 0.7148, loss_cls: 2.3426, loss: 2.3426, grad_norm: 5.5572 2020-07-26 03:46:35,722 - mmaction - INFO - Epoch [12][2820/3757] lr: 1.000e-02, eta: 7 days, 15:22:44, time: 1.805, data_time: 0.013, memory: 5170, top1_acc: 0.4477, top5_acc: 0.6969, loss_cls: 2.4136, loss: 2.4136, grad_norm: 5.6150 2020-07-26 03:47:11,768 - mmaction - INFO - Epoch [12][2840/3757] lr: 1.000e-02, eta: 7 days, 15:21:37, time: 1.809, data_time: 0.042, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6805, loss_cls: 2.5053, loss: 2.5053, grad_norm: 5.5964 2020-07-26 03:47:50,979 - mmaction - INFO - Epoch [12][2860/3757] lr: 1.000e-02, eta: 7 days, 15:20:52, time: 1.959, data_time: 0.374, memory: 5170, top1_acc: 0.4539, top5_acc: 0.6969, loss_cls: 2.3879, loss: 2.3879, grad_norm: 5.4134 2020-07-26 03:48:33,455 - mmaction - INFO - Epoch [12][2880/3757] lr: 1.000e-02, eta: 7 days, 15:20:32, time: 2.123, data_time: 0.379, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7281, loss_cls: 2.2986, loss: 2.2986, grad_norm: 5.3462 2020-07-26 03:49:11,616 - mmaction - INFO - Epoch [12][2900/3757] lr: 1.000e-02, eta: 7 days, 15:19:40, time: 1.910, data_time: 0.020, memory: 5170, top1_acc: 0.4375, top5_acc: 0.7000, loss_cls: 2.4328, loss: 2.4328, grad_norm: 5.6650 2020-07-26 03:49:47,387 - mmaction - INFO - Epoch [12][2920/3757] lr: 1.000e-02, eta: 7 days, 15:18:29, time: 1.781, data_time: 0.291, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7094, loss_cls: 2.3355, loss: 2.3355, grad_norm: 5.4142 2020-07-26 03:50:25,362 - mmaction - INFO - Epoch [12][2940/3757] lr: 1.000e-02, eta: 7 days, 15:17:36, time: 1.906, data_time: 0.010, memory: 5170, top1_acc: 0.4453, top5_acc: 0.6922, loss_cls: 2.4145, loss: 2.4145, grad_norm: 5.5643 2020-07-26 03:51:03,958 - mmaction - INFO - Epoch [12][2960/3757] lr: 1.000e-02, eta: 7 days, 15:16:47, time: 1.929, data_time: 0.210, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7109, loss_cls: 2.3371, loss: 2.3371, grad_norm: 5.5594 2020-07-26 03:51:43,118 - mmaction - INFO - Epoch [12][2980/3757] lr: 1.000e-02, eta: 7 days, 15:16:01, time: 1.949, data_time: 0.048, memory: 5170, top1_acc: 0.4164, top5_acc: 0.6953, loss_cls: 2.4684, loss: 2.4684, grad_norm: 5.5620 2020-07-26 03:52:24,670 - mmaction - INFO - Epoch [12][3000/3757] lr: 1.000e-02, eta: 7 days, 15:15:35, time: 2.083, data_time: 0.017, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7102, loss_cls: 2.3607, loss: 2.3607, grad_norm: 5.4607 2020-07-26 03:53:01,709 - mmaction - INFO - Epoch [12][3020/3757] lr: 1.000e-02, eta: 7 days, 15:14:35, time: 1.856, data_time: 0.057, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7156, loss_cls: 2.3192, loss: 2.3192, grad_norm: 5.4852 2020-07-26 03:53:42,411 - mmaction - INFO - Epoch [12][3040/3757] lr: 1.000e-02, eta: 7 days, 15:14:01, time: 2.029, data_time: 0.158, memory: 5170, top1_acc: 0.4430, top5_acc: 0.6937, loss_cls: 2.4709, loss: 2.4709, grad_norm: 5.6825 2020-07-26 03:54:17,834 - mmaction - INFO - Epoch [12][3060/3757] lr: 1.000e-02, eta: 7 days, 15:12:49, time: 1.774, data_time: 0.309, memory: 5170, top1_acc: 0.4430, top5_acc: 0.7070, loss_cls: 2.4429, loss: 2.4429, grad_norm: 5.7363 2020-07-26 03:54:58,991 - mmaction - INFO - Epoch [12][3080/3757] lr: 1.000e-02, eta: 7 days, 15:12:19, time: 2.059, data_time: 0.112, memory: 5170, top1_acc: 0.4164, top5_acc: 0.6828, loss_cls: 2.5599, loss: 2.5599, grad_norm: 5.7673 2020-07-26 03:55:38,731 - mmaction - INFO - Epoch [12][3100/3757] lr: 1.000e-02, eta: 7 days, 15:11:39, time: 1.989, data_time: 0.006, memory: 5170, top1_acc: 0.4586, top5_acc: 0.6977, loss_cls: 2.4071, loss: 2.4071, grad_norm: 5.4508 2020-07-26 03:56:16,387 - mmaction - INFO - Epoch [12][3120/3757] lr: 1.000e-02, eta: 7 days, 15:10:42, time: 1.873, data_time: 0.014, memory: 5170, top1_acc: 0.4547, top5_acc: 0.6984, loss_cls: 2.3744, loss: 2.3744, grad_norm: 5.2356 2020-07-26 03:56:54,710 - mmaction - INFO - Epoch [12][3140/3757] lr: 1.000e-02, eta: 7 days, 15:09:52, time: 1.926, data_time: 0.298, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7055, loss_cls: 2.3657, loss: 2.3657, grad_norm: 5.4006 2020-07-26 03:57:32,032 - mmaction - INFO - Epoch [12][3160/3757] lr: 1.000e-02, eta: 7 days, 15:08:54, time: 1.867, data_time: 1.051, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7133, loss_cls: 2.3173, loss: 2.3173, grad_norm: 5.4332 2020-07-26 03:58:09,502 - mmaction - INFO - Epoch [12][3180/3757] lr: 1.000e-02, eta: 7 days, 15:07:55, time: 1.866, data_time: 0.307, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7133, loss_cls: 2.3271, loss: 2.3271, grad_norm: 5.3147 2020-07-26 03:58:51,481 - mmaction - INFO - Epoch [12][3200/3757] lr: 1.000e-02, eta: 7 days, 15:07:33, time: 2.107, data_time: 0.323, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7094, loss_cls: 2.3784, loss: 2.3784, grad_norm: 5.4032 2020-07-26 03:59:33,056 - mmaction - INFO - Epoch [12][3220/3757] lr: 1.000e-02, eta: 7 days, 15:07:06, time: 2.079, data_time: 0.003, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7367, loss_cls: 2.3073, loss: 2.3073, grad_norm: 5.3150 2020-07-26 04:00:09,382 - mmaction - INFO - Epoch [12][3240/3757] lr: 1.000e-02, eta: 7 days, 15:05:59, time: 1.807, data_time: 0.073, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7109, loss_cls: 2.3809, loss: 2.3809, grad_norm: 5.5458 2020-07-26 04:00:48,467 - mmaction - INFO - Epoch [12][3260/3757] lr: 1.000e-02, eta: 7 days, 15:05:14, time: 1.958, data_time: 0.550, memory: 5170, top1_acc: 0.4500, top5_acc: 0.7148, loss_cls: 2.3326, loss: 2.3326, grad_norm: 5.3953 2020-07-26 04:01:28,478 - mmaction - INFO - Epoch [12][3280/3757] lr: 1.000e-02, eta: 7 days, 15:04:37, time: 2.005, data_time: 0.191, memory: 5170, top1_acc: 0.4547, top5_acc: 0.6969, loss_cls: 2.3564, loss: 2.3564, grad_norm: 5.4854 2020-07-26 04:02:09,665 - mmaction - INFO - Epoch [12][3300/3757] lr: 1.000e-02, eta: 7 days, 15:04:06, time: 2.053, data_time: 0.067, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7188, loss_cls: 2.3179, loss: 2.3179, grad_norm: 5.4908 2020-07-26 04:02:47,964 - mmaction - INFO - Epoch [12][3320/3757] lr: 1.000e-02, eta: 7 days, 15:03:16, time: 1.921, data_time: 0.011, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7047, loss_cls: 2.3378, loss: 2.3378, grad_norm: 5.4784 2020-07-26 04:03:28,664 - mmaction - INFO - Epoch [12][3340/3757] lr: 1.000e-02, eta: 7 days, 15:02:42, time: 2.031, data_time: 0.008, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7063, loss_cls: 2.3538, loss: 2.3538, grad_norm: 5.5858 2020-07-26 04:04:06,783 - mmaction - INFO - Epoch [12][3360/3757] lr: 1.000e-02, eta: 7 days, 15:01:50, time: 1.911, data_time: 0.009, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7211, loss_cls: 2.3515, loss: 2.3515, grad_norm: 5.5154 2020-07-26 04:04:47,414 - mmaction - INFO - Epoch [12][3380/3757] lr: 1.000e-02, eta: 7 days, 15:01:17, time: 2.031, data_time: 0.039, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7328, loss_cls: 2.2431, loss: 2.2431, grad_norm: 5.3827 2020-07-26 04:05:20,256 - mmaction - INFO - Epoch [12][3400/3757] lr: 1.000e-02, eta: 7 days, 14:59:45, time: 1.639, data_time: 0.034, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7164, loss_cls: 2.2674, loss: 2.2674, grad_norm: 5.4390 2020-07-26 04:06:02,196 - mmaction - INFO - Epoch [12][3420/3757] lr: 1.000e-02, eta: 7 days, 14:59:21, time: 2.099, data_time: 0.210, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7023, loss_cls: 2.3229, loss: 2.3229, grad_norm: 5.5558 2020-07-26 04:06:42,722 - mmaction - INFO - Epoch [12][3440/3757] lr: 1.000e-02, eta: 7 days, 14:58:46, time: 2.025, data_time: 0.011, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7188, loss_cls: 2.3327, loss: 2.3327, grad_norm: 5.4873 2020-07-26 04:07:18,734 - mmaction - INFO - Epoch [12][3460/3757] lr: 1.000e-02, eta: 7 days, 14:57:39, time: 1.802, data_time: 0.009, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7055, loss_cls: 2.3768, loss: 2.3768, grad_norm: 5.5400 2020-07-26 04:07:57,206 - mmaction - INFO - Epoch [12][3480/3757] lr: 1.000e-02, eta: 7 days, 14:56:49, time: 1.922, data_time: 0.010, memory: 5170, top1_acc: 0.4508, top5_acc: 0.6953, loss_cls: 2.4681, loss: 2.4681, grad_norm: 5.7481 2020-07-26 04:08:35,125 - mmaction - INFO - Epoch [12][3500/3757] lr: 1.000e-02, eta: 7 days, 14:55:55, time: 1.899, data_time: 0.007, memory: 5170, top1_acc: 0.4461, top5_acc: 0.7055, loss_cls: 2.4082, loss: 2.4082, grad_norm: 5.6410 2020-07-26 04:09:16,852 - mmaction - INFO - Epoch [12][3520/3757] lr: 1.000e-02, eta: 7 days, 14:55:29, time: 2.085, data_time: 0.008, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7023, loss_cls: 2.4487, loss: 2.4487, grad_norm: 5.6312 2020-07-26 04:09:55,157 - mmaction - INFO - Epoch [12][3540/3757] lr: 1.000e-02, eta: 7 days, 14:54:39, time: 1.918, data_time: 0.008, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7008, loss_cls: 2.3701, loss: 2.3701, grad_norm: 5.4696 2020-07-26 04:10:37,408 - mmaction - INFO - Epoch [12][3560/3757] lr: 1.000e-02, eta: 7 days, 14:54:17, time: 2.108, data_time: 0.011, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7148, loss_cls: 2.3557, loss: 2.3557, grad_norm: 5.5288 2020-07-26 04:11:17,031 - mmaction - INFO - Epoch [12][3580/3757] lr: 1.000e-02, eta: 7 days, 14:53:36, time: 1.984, data_time: 0.013, memory: 5170, top1_acc: 0.4562, top5_acc: 0.6984, loss_cls: 2.3665, loss: 2.3665, grad_norm: 5.3958 2020-07-26 04:11:54,098 - mmaction - INFO - Epoch [12][3600/3757] lr: 1.000e-02, eta: 7 days, 14:52:36, time: 1.854, data_time: 0.013, memory: 5170, top1_acc: 0.4750, top5_acc: 0.6992, loss_cls: 2.3512, loss: 2.3512, grad_norm: 5.5134 2020-07-26 04:12:35,652 - mmaction - INFO - Epoch [12][3620/3757] lr: 1.000e-02, eta: 7 days, 14:52:08, time: 2.071, data_time: 0.020, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7063, loss_cls: 2.3933, loss: 2.3933, grad_norm: 5.5652 2020-07-26 04:13:14,688 - mmaction - INFO - Epoch [12][3640/3757] lr: 1.000e-02, eta: 7 days, 14:51:23, time: 1.958, data_time: 0.010, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7094, loss_cls: 2.3764, loss: 2.3764, grad_norm: 5.4603 2020-07-26 04:13:54,681 - mmaction - INFO - Epoch [12][3660/3757] lr: 1.000e-02, eta: 7 days, 14:50:45, time: 2.001, data_time: 0.009, memory: 5170, top1_acc: 0.4461, top5_acc: 0.6867, loss_cls: 2.4164, loss: 2.4164, grad_norm: 5.4421 2020-07-26 04:14:34,919 - mmaction - INFO - Epoch [12][3680/3757] lr: 1.000e-02, eta: 7 days, 14:50:09, time: 2.012, data_time: 0.002, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7117, loss_cls: 2.3317, loss: 2.3317, grad_norm: 5.5370 2020-07-26 04:15:10,849 - mmaction - INFO - Epoch [12][3700/3757] lr: 1.000e-02, eta: 7 days, 14:49:00, time: 1.793, data_time: 0.006, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7227, loss_cls: 2.3073, loss: 2.3073, grad_norm: 5.5513 2020-07-26 04:15:49,113 - mmaction - INFO - Epoch [12][3720/3757] lr: 1.000e-02, eta: 7 days, 14:48:08, time: 1.912, data_time: 0.005, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7125, loss_cls: 2.3376, loss: 2.3376, grad_norm: 5.3666 2020-07-26 04:16:27,552 - mmaction - INFO - Epoch [12][3740/3757] lr: 1.000e-02, eta: 7 days, 14:47:19, time: 1.926, data_time: 0.008, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7047, loss_cls: 2.3695, loss: 2.3695, grad_norm: 5.4635 2020-07-26 04:16:52,310 - mmaction - INFO - Saving checkpoint at 12 epochs 2020-07-26 04:17:46,935 - mmaction - INFO - Epoch [13][20/3757] lr: 1.000e-02, eta: 7 days, 14:43:33, time: 2.642, data_time: 0.986, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7305, loss_cls: 2.2432, loss: 2.2432, grad_norm: 5.3920 2020-07-26 04:18:28,182 - mmaction - INFO - Epoch [13][40/3757] lr: 1.000e-02, eta: 7 days, 14:43:05, time: 2.068, data_time: 0.889, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7109, loss_cls: 2.3375, loss: 2.3375, grad_norm: 5.6186 2020-07-26 04:19:08,261 - mmaction - INFO - Epoch [13][60/3757] lr: 1.000e-02, eta: 7 days, 14:42:26, time: 1.995, data_time: 1.376, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7117, loss_cls: 2.3374, loss: 2.3374, grad_norm: 5.5782 2020-07-26 04:19:44,599 - mmaction - INFO - Epoch [13][80/3757] lr: 1.000e-02, eta: 7 days, 14:41:22, time: 1.825, data_time: 1.238, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7195, loss_cls: 2.3587, loss: 2.3587, grad_norm: 5.5618 2020-07-26 04:20:25,236 - mmaction - INFO - Epoch [13][100/3757] lr: 1.000e-02, eta: 7 days, 14:40:48, time: 2.028, data_time: 0.524, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7320, loss_cls: 2.2639, loss: 2.2639, grad_norm: 5.5397 2020-07-26 04:21:06,055 - mmaction - INFO - Epoch [13][120/3757] lr: 1.000e-02, eta: 7 days, 14:40:16, time: 2.046, data_time: 0.010, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7180, loss_cls: 2.2955, loss: 2.2955, grad_norm: 5.4369 2020-07-26 04:21:43,148 - mmaction - INFO - Epoch [13][140/3757] lr: 1.000e-02, eta: 7 days, 14:39:16, time: 1.850, data_time: 0.022, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7297, loss_cls: 2.2429, loss: 2.2429, grad_norm: 5.4272 2020-07-26 04:22:22,992 - mmaction - INFO - Epoch [13][160/3757] lr: 1.000e-02, eta: 7 days, 14:38:36, time: 1.987, data_time: 0.177, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7008, loss_cls: 2.3371, loss: 2.3371, grad_norm: 5.5252 2020-07-26 04:23:00,765 - mmaction - INFO - Epoch [13][180/3757] lr: 1.000e-02, eta: 7 days, 14:37:42, time: 1.896, data_time: 0.195, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7133, loss_cls: 2.3865, loss: 2.3865, grad_norm: 5.5831 2020-07-26 04:23:39,482 - mmaction - INFO - Epoch [13][200/3757] lr: 1.000e-02, eta: 7 days, 14:36:55, time: 1.938, data_time: 0.006, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7227, loss_cls: 2.3398, loss: 2.3398, grad_norm: 5.6266 2020-07-26 04:24:21,360 - mmaction - INFO - Epoch [13][220/3757] lr: 1.000e-02, eta: 7 days, 14:36:30, time: 2.090, data_time: 0.052, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7312, loss_cls: 2.2940, loss: 2.2940, grad_norm: 5.6508 2020-07-26 04:25:00,384 - mmaction - INFO - Epoch [13][240/3757] lr: 1.000e-02, eta: 7 days, 14:35:45, time: 1.954, data_time: 0.018, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7500, loss_cls: 2.1957, loss: 2.1957, grad_norm: 5.3858 2020-07-26 04:25:38,632 - mmaction - INFO - Epoch [13][260/3757] lr: 1.000e-02, eta: 7 days, 14:34:53, time: 1.909, data_time: 0.009, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7148, loss_cls: 2.3015, loss: 2.3015, grad_norm: 5.5639 2020-07-26 04:26:20,872 - mmaction - INFO - Epoch [13][280/3757] lr: 1.000e-02, eta: 7 days, 14:34:32, time: 2.117, data_time: 0.009, memory: 5170, top1_acc: 0.4383, top5_acc: 0.6891, loss_cls: 2.4148, loss: 2.4148, grad_norm: 5.6601 2020-07-26 04:26:58,516 - mmaction - INFO - Epoch [13][300/3757] lr: 1.000e-02, eta: 7 days, 14:33:36, time: 1.881, data_time: 0.002, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7039, loss_cls: 2.3564, loss: 2.3564, grad_norm: 5.5603 2020-07-26 04:27:34,051 - mmaction - INFO - Epoch [13][320/3757] lr: 1.000e-02, eta: 7 days, 14:32:25, time: 1.771, data_time: 0.010, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7148, loss_cls: 2.3349, loss: 2.3349, grad_norm: 5.5105 2020-07-26 04:28:13,158 - mmaction - INFO - Epoch [13][340/3757] lr: 1.000e-02, eta: 7 days, 14:31:40, time: 1.960, data_time: 0.010, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7070, loss_cls: 2.2942, loss: 2.2942, grad_norm: 5.4954 2020-07-26 04:28:52,335 - mmaction - INFO - Epoch [13][360/3757] lr: 1.000e-02, eta: 7 days, 14:30:56, time: 1.960, data_time: 0.005, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7266, loss_cls: 2.2687, loss: 2.2687, grad_norm: 5.4989 2020-07-26 04:29:34,259 - mmaction - INFO - Epoch [13][380/3757] lr: 1.000e-02, eta: 7 days, 14:30:31, time: 2.092, data_time: 1.296, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7133, loss_cls: 2.3127, loss: 2.3127, grad_norm: 5.5202 2020-07-26 04:30:12,057 - mmaction - INFO - Epoch [13][400/3757] lr: 1.000e-02, eta: 7 days, 14:29:38, time: 1.892, data_time: 1.044, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7164, loss_cls: 2.3089, loss: 2.3089, grad_norm: 5.4678 2020-07-26 04:30:50,892 - mmaction - INFO - Epoch [13][420/3757] lr: 1.000e-02, eta: 7 days, 14:28:51, time: 1.944, data_time: 0.475, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7195, loss_cls: 2.2896, loss: 2.2896, grad_norm: 5.5595 2020-07-26 04:31:30,013 - mmaction - INFO - Epoch [13][440/3757] lr: 1.000e-02, eta: 7 days, 14:28:06, time: 1.953, data_time: 0.009, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7305, loss_cls: 2.2416, loss: 2.2416, grad_norm: 5.4837 2020-07-26 04:32:08,133 - mmaction - INFO - Epoch [13][460/3757] lr: 1.000e-02, eta: 7 days, 14:27:14, time: 1.908, data_time: 0.009, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7219, loss_cls: 2.2761, loss: 2.2761, grad_norm: 5.5223 2020-07-26 04:32:49,479 - mmaction - INFO - Epoch [13][480/3757] lr: 1.000e-02, eta: 7 days, 14:26:45, time: 2.064, data_time: 0.034, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7234, loss_cls: 2.2974, loss: 2.2974, grad_norm: 5.5007 2020-07-26 04:33:28,820 - mmaction - INFO - Epoch [13][500/3757] lr: 1.000e-02, eta: 7 days, 14:26:03, time: 1.973, data_time: 0.008, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7320, loss_cls: 2.2476, loss: 2.2476, grad_norm: 5.4413 2020-07-26 04:34:07,018 - mmaction - INFO - Epoch [13][520/3757] lr: 1.000e-02, eta: 7 days, 14:25:12, time: 1.908, data_time: 0.031, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7258, loss_cls: 2.2112, loss: 2.2112, grad_norm: 5.3093 2020-07-26 04:34:42,236 - mmaction - INFO - Epoch [13][540/3757] lr: 1.000e-02, eta: 7 days, 14:23:59, time: 1.761, data_time: 0.970, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7203, loss_cls: 2.3263, loss: 2.3263, grad_norm: 5.4609 2020-07-26 04:35:22,762 - mmaction - INFO - Epoch [13][560/3757] lr: 1.000e-02, eta: 7 days, 14:23:24, time: 2.022, data_time: 1.469, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7094, loss_cls: 2.3230, loss: 2.3230, grad_norm: 5.5014 2020-07-26 04:36:01,592 - mmaction - INFO - Epoch [13][580/3757] lr: 1.000e-02, eta: 7 days, 14:22:38, time: 1.946, data_time: 1.352, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7281, loss_cls: 2.3046, loss: 2.3046, grad_norm: 5.4126 2020-07-26 04:36:41,229 - mmaction - INFO - Epoch [13][600/3757] lr: 1.000e-02, eta: 7 days, 14:21:57, time: 1.982, data_time: 0.368, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7281, loss_cls: 2.2634, loss: 2.2634, grad_norm: 5.4965 2020-07-26 04:37:17,806 - mmaction - INFO - Epoch [13][620/3757] lr: 1.000e-02, eta: 7 days, 14:20:54, time: 1.828, data_time: 0.117, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7383, loss_cls: 2.1861, loss: 2.1861, grad_norm: 5.4285 2020-07-26 04:37:57,763 - mmaction - INFO - Epoch [13][640/3757] lr: 1.000e-02, eta: 7 days, 14:20:14, time: 1.991, data_time: 0.595, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7164, loss_cls: 2.3643, loss: 2.3643, grad_norm: 5.5228 2020-07-26 04:38:38,117 - mmaction - INFO - Epoch [13][660/3757] lr: 1.000e-02, eta: 7 days, 14:19:40, time: 2.025, data_time: 1.464, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7133, loss_cls: 2.2762, loss: 2.2762, grad_norm: 5.6046 2020-07-26 04:39:18,705 - mmaction - INFO - Epoch [13][680/3757] lr: 1.000e-02, eta: 7 days, 14:19:05, time: 2.025, data_time: 1.458, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7117, loss_cls: 2.3458, loss: 2.3458, grad_norm: 5.6075 2020-07-26 04:39:54,021 - mmaction - INFO - Epoch [13][700/3757] lr: 1.000e-02, eta: 7 days, 14:17:53, time: 1.768, data_time: 1.192, memory: 5170, top1_acc: 0.4406, top5_acc: 0.7055, loss_cls: 2.4137, loss: 2.4137, grad_norm: 5.8187 2020-07-26 04:40:32,337 - mmaction - INFO - Epoch [13][720/3757] lr: 1.000e-02, eta: 7 days, 14:17:03, time: 1.918, data_time: 0.478, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7125, loss_cls: 2.3353, loss: 2.3353, grad_norm: 5.4609 2020-07-26 04:41:08,849 - mmaction - INFO - Epoch [13][740/3757] lr: 1.000e-02, eta: 7 days, 14:15:59, time: 1.817, data_time: 0.252, memory: 5170, top1_acc: 0.4445, top5_acc: 0.6937, loss_cls: 2.4242, loss: 2.4242, grad_norm: 5.4803 2020-07-26 04:41:49,676 - mmaction - INFO - Epoch [13][760/3757] lr: 1.000e-02, eta: 7 days, 14:15:28, time: 2.049, data_time: 0.450, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7289, loss_cls: 2.2728, loss: 2.2728, grad_norm: 5.5119 2020-07-26 04:42:32,921 - mmaction - INFO - Epoch [13][780/3757] lr: 1.000e-02, eta: 7 days, 14:15:12, time: 2.156, data_time: 0.009, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7289, loss_cls: 2.2846, loss: 2.2846, grad_norm: 5.6503 2020-07-26 04:43:11,032 - mmaction - INFO - Epoch [13][800/3757] lr: 1.000e-02, eta: 7 days, 14:14:20, time: 1.907, data_time: 0.010, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7141, loss_cls: 2.3677, loss: 2.3677, grad_norm: 5.6260 2020-07-26 04:43:48,493 - mmaction - INFO - Epoch [13][820/3757] lr: 1.000e-02, eta: 7 days, 14:13:24, time: 1.876, data_time: 0.041, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7289, loss_cls: 2.2521, loss: 2.2521, grad_norm: 5.3298 2020-07-26 04:44:29,809 - mmaction - INFO - Epoch [13][840/3757] lr: 1.000e-02, eta: 7 days, 14:12:56, time: 2.068, data_time: 0.044, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7008, loss_cls: 2.3901, loss: 2.3901, grad_norm: 5.4858 2020-07-26 04:45:05,094 - mmaction - INFO - Epoch [13][860/3757] lr: 1.000e-02, eta: 7 days, 14:11:44, time: 1.764, data_time: 0.305, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7461, loss_cls: 2.2028, loss: 2.2028, grad_norm: 5.4540 2020-07-26 04:45:42,998 - mmaction - INFO - Epoch [13][880/3757] lr: 1.000e-02, eta: 7 days, 14:10:49, time: 1.885, data_time: 0.346, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7094, loss_cls: 2.3205, loss: 2.3205, grad_norm: 5.4184 2020-07-26 04:46:22,260 - mmaction - INFO - Epoch [13][900/3757] lr: 1.000e-02, eta: 7 days, 14:10:07, time: 1.973, data_time: 0.228, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7016, loss_cls: 2.3568, loss: 2.3568, grad_norm: 5.6534 2020-07-26 04:47:02,773 - mmaction - INFO - Epoch [13][920/3757] lr: 1.000e-02, eta: 7 days, 14:09:32, time: 2.020, data_time: 0.015, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7234, loss_cls: 2.2507, loss: 2.2507, grad_norm: 5.4037 2020-07-26 04:47:42,992 - mmaction - INFO - Epoch [13][940/3757] lr: 1.000e-02, eta: 7 days, 14:08:56, time: 2.015, data_time: 0.178, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7398, loss_cls: 2.2432, loss: 2.2432, grad_norm: 5.4804 2020-07-26 04:48:22,168 - mmaction - INFO - Epoch [13][960/3757] lr: 1.000e-02, eta: 7 days, 14:08:12, time: 1.961, data_time: 0.224, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7070, loss_cls: 2.4006, loss: 2.4006, grad_norm: 5.4627 2020-07-26 04:49:00,872 - mmaction - INFO - Epoch [13][980/3757] lr: 1.000e-02, eta: 7 days, 14:07:23, time: 1.928, data_time: 0.006, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7266, loss_cls: 2.2850, loss: 2.2850, grad_norm: 5.5241 2020-07-26 04:49:40,148 - mmaction - INFO - Epoch [13][1000/3757] lr: 1.000e-02, eta: 7 days, 14:06:41, time: 1.971, data_time: 0.817, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7211, loss_cls: 2.3236, loss: 2.3236, grad_norm: 5.5075 2020-07-26 04:50:24,107 - mmaction - INFO - Epoch [13][1020/3757] lr: 1.000e-02, eta: 7 days, 14:06:30, time: 2.194, data_time: 0.785, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7219, loss_cls: 2.3338, loss: 2.3338, grad_norm: 5.4945 2020-07-26 04:50:59,816 - mmaction - INFO - Epoch [13][1040/3757] lr: 1.000e-02, eta: 7 days, 14:05:22, time: 1.787, data_time: 1.056, memory: 5170, top1_acc: 0.4469, top5_acc: 0.6961, loss_cls: 2.3802, loss: 2.3802, grad_norm: 5.6073 2020-07-26 04:51:36,679 - mmaction - INFO - Epoch [13][1060/3757] lr: 1.000e-02, eta: 7 days, 14:04:20, time: 1.838, data_time: 0.385, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7297, loss_cls: 2.2710, loss: 2.2710, grad_norm: 5.4498 2020-07-26 04:52:13,779 - mmaction - INFO - Epoch [13][1080/3757] lr: 1.000e-02, eta: 7 days, 14:03:23, time: 1.862, data_time: 0.539, memory: 5170, top1_acc: 0.4469, top5_acc: 0.7305, loss_cls: 2.3073, loss: 2.3073, grad_norm: 5.5531 2020-07-26 04:52:54,127 - mmaction - INFO - Epoch [13][1100/3757] lr: 1.000e-02, eta: 7 days, 14:02:47, time: 2.017, data_time: 0.965, memory: 5170, top1_acc: 0.4500, top5_acc: 0.6953, loss_cls: 2.3670, loss: 2.3670, grad_norm: 5.5055 2020-07-26 04:53:33,329 - mmaction - INFO - Epoch [13][1120/3757] lr: 1.000e-02, eta: 7 days, 14:02:02, time: 1.953, data_time: 0.365, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7148, loss_cls: 2.3150, loss: 2.3150, grad_norm: 5.5294 2020-07-26 04:54:16,071 - mmaction - INFO - Epoch [13][1140/3757] lr: 1.000e-02, eta: 7 days, 14:01:44, time: 2.143, data_time: 0.838, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7297, loss_cls: 2.2947, loss: 2.2947, grad_norm: 5.5262 2020-07-26 04:54:55,197 - mmaction - INFO - Epoch [13][1160/3757] lr: 1.000e-02, eta: 7 days, 14:01:00, time: 1.956, data_time: 0.062, memory: 5170, top1_acc: 0.4586, top5_acc: 0.6945, loss_cls: 2.4406, loss: 2.4406, grad_norm: 5.5959 2020-07-26 04:55:32,427 - mmaction - INFO - Epoch [13][1180/3757] lr: 1.000e-02, eta: 7 days, 14:00:01, time: 1.854, data_time: 0.008, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7320, loss_cls: 2.2430, loss: 2.2430, grad_norm: 5.5083 2020-07-26 04:56:14,216 - mmaction - INFO - Epoch [13][1200/3757] lr: 1.000e-02, eta: 7 days, 13:59:36, time: 2.097, data_time: 0.045, memory: 5170, top1_acc: 0.4578, top5_acc: 0.6945, loss_cls: 2.4065, loss: 2.4065, grad_norm: 5.5829 2020-07-26 04:56:53,765 - mmaction - INFO - Epoch [13][1220/3757] lr: 1.000e-02, eta: 7 days, 13:58:54, time: 1.974, data_time: 0.016, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7094, loss_cls: 2.3709, loss: 2.3709, grad_norm: 5.5671 2020-07-26 04:57:28,348 - mmaction - INFO - Epoch [13][1240/3757] lr: 1.000e-02, eta: 7 days, 13:57:38, time: 1.733, data_time: 0.009, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7055, loss_cls: 2.3572, loss: 2.3572, grad_norm: 5.3434 2020-07-26 04:58:08,212 - mmaction - INFO - Epoch [13][1260/3757] lr: 1.000e-02, eta: 7 days, 13:56:58, time: 1.987, data_time: 0.085, memory: 5170, top1_acc: 0.4422, top5_acc: 0.7117, loss_cls: 2.4301, loss: 2.4301, grad_norm: 5.4086 2020-07-26 04:58:45,893 - mmaction - INFO - Epoch [13][1280/3757] lr: 1.000e-02, eta: 7 days, 13:56:05, time: 1.891, data_time: 0.483, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7281, loss_cls: 2.3081, loss: 2.3081, grad_norm: 5.4360 2020-07-26 04:59:27,738 - mmaction - INFO - Epoch [13][1300/3757] lr: 1.000e-02, eta: 7 days, 13:55:39, time: 2.086, data_time: 0.737, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7086, loss_cls: 2.3603, loss: 2.3603, grad_norm: 5.4852 2020-07-26 05:00:10,095 - mmaction - INFO - Epoch [13][1320/3757] lr: 1.000e-02, eta: 7 days, 13:55:17, time: 2.119, data_time: 1.418, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7398, loss_cls: 2.2120, loss: 2.2120, grad_norm: 5.3756 2020-07-26 05:00:43,208 - mmaction - INFO - Epoch [13][1340/3757] lr: 1.000e-02, eta: 7 days, 13:53:50, time: 1.657, data_time: 0.433, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7148, loss_cls: 2.3154, loss: 2.3154, grad_norm: 5.5519 2020-07-26 05:01:23,494 - mmaction - INFO - Epoch [13][1360/3757] lr: 1.000e-02, eta: 7 days, 13:53:14, time: 2.013, data_time: 0.580, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7172, loss_cls: 2.3059, loss: 2.3059, grad_norm: 5.5536 2020-07-26 05:02:01,040 - mmaction - INFO - Epoch [13][1380/3757] lr: 1.000e-02, eta: 7 days, 13:52:19, time: 1.881, data_time: 0.211, memory: 5170, top1_acc: 0.4344, top5_acc: 0.6898, loss_cls: 2.4482, loss: 2.4482, grad_norm: 5.6453 2020-07-26 05:02:42,347 - mmaction - INFO - Epoch [13][1400/3757] lr: 1.000e-02, eta: 7 days, 13:51:49, time: 2.060, data_time: 0.107, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7344, loss_cls: 2.2264, loss: 2.2264, grad_norm: 5.4513 2020-07-26 05:03:24,763 - mmaction - INFO - Epoch [13][1420/3757] lr: 1.000e-02, eta: 7 days, 13:51:29, time: 2.123, data_time: 0.010, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7258, loss_cls: 2.2618, loss: 2.2618, grad_norm: 5.5205 2020-07-26 05:04:04,976 - mmaction - INFO - Epoch [13][1440/3757] lr: 1.000e-02, eta: 7 days, 13:50:52, time: 2.015, data_time: 0.013, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7219, loss_cls: 2.3033, loss: 2.3033, grad_norm: 5.5404 2020-07-26 05:04:40,422 - mmaction - INFO - Epoch [13][1460/3757] lr: 1.000e-02, eta: 7 days, 13:49:42, time: 1.772, data_time: 0.063, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7094, loss_cls: 2.3578, loss: 2.3578, grad_norm: 5.5711 2020-07-26 05:05:20,004 - mmaction - INFO - Epoch [13][1480/3757] lr: 1.000e-02, eta: 7 days, 13:49:00, time: 1.974, data_time: 0.217, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7117, loss_cls: 2.3480, loss: 2.3480, grad_norm: 5.5459 2020-07-26 05:05:57,478 - mmaction - INFO - Epoch [13][1500/3757] lr: 1.000e-02, eta: 7 days, 13:48:05, time: 1.880, data_time: 0.012, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7008, loss_cls: 2.3736, loss: 2.3736, grad_norm: 5.5239 2020-07-26 05:06:38,265 - mmaction - INFO - Epoch [13][1520/3757] lr: 1.000e-02, eta: 7 days, 13:47:32, time: 2.037, data_time: 0.377, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7234, loss_cls: 2.2427, loss: 2.2427, grad_norm: 5.4020 2020-07-26 05:07:18,806 - mmaction - INFO - Epoch [13][1540/3757] lr: 1.000e-02, eta: 7 days, 13:46:58, time: 2.030, data_time: 0.104, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7305, loss_cls: 2.2894, loss: 2.2894, grad_norm: 5.6268 2020-07-26 05:07:58,849 - mmaction - INFO - Epoch [13][1560/3757] lr: 1.000e-02, eta: 7 days, 13:46:19, time: 1.993, data_time: 0.020, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7273, loss_cls: 2.2758, loss: 2.2758, grad_norm: 5.5372 2020-07-26 05:08:35,941 - mmaction - INFO - Epoch [13][1580/3757] lr: 1.000e-02, eta: 7 days, 13:45:20, time: 1.854, data_time: 0.012, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7281, loss_cls: 2.2196, loss: 2.2196, grad_norm: 5.4629 2020-07-26 05:09:15,222 - mmaction - INFO - Epoch [13][1600/3757] lr: 1.000e-02, eta: 7 days, 13:44:38, time: 1.974, data_time: 0.018, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7234, loss_cls: 2.3334, loss: 2.3334, grad_norm: 5.8221 2020-07-26 05:09:56,003 - mmaction - INFO - Epoch [13][1620/3757] lr: 1.000e-02, eta: 7 days, 13:44:05, time: 2.034, data_time: 0.009, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7078, loss_cls: 2.3623, loss: 2.3623, grad_norm: 5.8496 2020-07-26 05:10:33,079 - mmaction - INFO - Epoch [13][1640/3757] lr: 1.000e-02, eta: 7 days, 13:43:06, time: 1.853, data_time: 0.009, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7281, loss_cls: 2.2482, loss: 2.2482, grad_norm: 5.4606 2020-07-26 05:11:16,278 - mmaction - INFO - Epoch [13][1660/3757] lr: 1.000e-02, eta: 7 days, 13:42:51, time: 2.167, data_time: 0.009, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7133, loss_cls: 2.3545, loss: 2.3545, grad_norm: 5.4156 2020-07-26 05:11:51,574 - mmaction - INFO - Epoch [13][1680/3757] lr: 1.000e-02, eta: 7 days, 13:41:40, time: 1.762, data_time: 0.002, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7273, loss_cls: 2.3296, loss: 2.3296, grad_norm: 5.5474 2020-07-26 05:12:29,704 - mmaction - INFO - Epoch [13][1700/3757] lr: 1.000e-02, eta: 7 days, 13:40:47, time: 1.900, data_time: 0.009, memory: 5170, top1_acc: 0.4875, top5_acc: 0.6969, loss_cls: 2.3063, loss: 2.3063, grad_norm: 5.1902 2020-07-26 05:13:10,073 - mmaction - INFO - Epoch [13][1720/3757] lr: 1.000e-02, eta: 7 days, 13:40:12, time: 2.021, data_time: 0.011, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7203, loss_cls: 2.2961, loss: 2.2961, grad_norm: 5.5786 2020-07-26 05:13:49,964 - mmaction - INFO - Epoch [13][1740/3757] lr: 1.000e-02, eta: 7 days, 13:39:34, time: 1.999, data_time: 0.011, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7164, loss_cls: 2.3344, loss: 2.3344, grad_norm: 5.7571 2020-07-26 05:14:27,463 - mmaction - INFO - Epoch [13][1760/3757] lr: 1.000e-02, eta: 7 days, 13:38:38, time: 1.870, data_time: 0.009, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7164, loss_cls: 2.3864, loss: 2.3864, grad_norm: 5.8755 2020-07-26 05:15:05,639 - mmaction - INFO - Epoch [13][1780/3757] lr: 1.000e-02, eta: 7 days, 13:37:47, time: 1.915, data_time: 0.342, memory: 5170, top1_acc: 0.4641, top5_acc: 0.6992, loss_cls: 2.3346, loss: 2.3346, grad_norm: 5.5840 2020-07-26 05:15:49,504 - mmaction - INFO - Epoch [13][1800/3757] lr: 1.000e-02, eta: 7 days, 13:37:36, time: 2.191, data_time: 0.039, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7312, loss_cls: 2.2866, loss: 2.2866, grad_norm: 5.5066 2020-07-26 05:16:27,248 - mmaction - INFO - Epoch [13][1820/3757] lr: 1.000e-02, eta: 7 days, 13:36:42, time: 1.887, data_time: 0.213, memory: 5170, top1_acc: 0.4516, top5_acc: 0.6844, loss_cls: 2.4381, loss: 2.4381, grad_norm: 5.5224 2020-07-26 05:17:08,664 - mmaction - INFO - Epoch [13][1840/3757] lr: 1.000e-02, eta: 7 days, 13:36:13, time: 2.067, data_time: 0.119, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7063, loss_cls: 2.3331, loss: 2.3331, grad_norm: 5.5196 2020-07-26 05:17:50,476 - mmaction - INFO - Epoch [13][1860/3757] lr: 1.000e-02, eta: 7 days, 13:35:48, time: 2.093, data_time: 0.009, memory: 5170, top1_acc: 0.4453, top5_acc: 0.7227, loss_cls: 2.3751, loss: 2.3751, grad_norm: 5.5927 2020-07-26 05:18:28,936 - mmaction - INFO - Epoch [13][1880/3757] lr: 1.000e-02, eta: 7 days, 13:34:59, time: 1.923, data_time: 0.011, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7047, loss_cls: 2.3098, loss: 2.3098, grad_norm: 5.4909 2020-07-26 05:19:02,493 - mmaction - INFO - Epoch [13][1900/3757] lr: 1.000e-02, eta: 7 days, 13:33:36, time: 1.676, data_time: 0.018, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7250, loss_cls: 2.2960, loss: 2.2960, grad_norm: 5.5518 2020-07-26 05:19:42,608 - mmaction - INFO - Epoch [13][1920/3757] lr: 1.000e-02, eta: 7 days, 13:32:59, time: 2.010, data_time: 0.008, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7172, loss_cls: 2.3176, loss: 2.3176, grad_norm: 5.4200 2020-07-26 05:20:21,020 - mmaction - INFO - Epoch [13][1940/3757] lr: 1.000e-02, eta: 7 days, 13:32:09, time: 1.917, data_time: 0.100, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7156, loss_cls: 2.2972, loss: 2.2972, grad_norm: 5.3802 2020-07-26 05:21:01,864 - mmaction - INFO - Epoch [13][1960/3757] lr: 1.000e-02, eta: 7 days, 13:31:37, time: 2.044, data_time: 0.555, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7406, loss_cls: 2.2966, loss: 2.2966, grad_norm: 5.4965 2020-07-26 05:21:40,064 - mmaction - INFO - Epoch [13][1980/3757] lr: 1.000e-02, eta: 7 days, 13:30:47, time: 1.912, data_time: 0.545, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7180, loss_cls: 2.3021, loss: 2.3021, grad_norm: 5.4838 2020-07-26 05:22:21,448 - mmaction - INFO - Epoch [13][2000/3757] lr: 1.000e-02, eta: 7 days, 13:30:18, time: 2.069, data_time: 1.159, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7063, loss_cls: 2.4324, loss: 2.4324, grad_norm: 5.6455 2020-07-26 05:23:01,826 - mmaction - INFO - Epoch [13][2020/3757] lr: 1.000e-02, eta: 7 days, 13:29:43, time: 2.020, data_time: 0.203, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7102, loss_cls: 2.3868, loss: 2.3868, grad_norm: 5.5896 2020-07-26 05:23:41,441 - mmaction - INFO - Epoch [13][2040/3757] lr: 1.000e-02, eta: 7 days, 13:29:02, time: 1.977, data_time: 0.007, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7328, loss_cls: 2.2401, loss: 2.2401, grad_norm: 5.3440 2020-07-26 05:24:18,523 - mmaction - INFO - Epoch [13][2060/3757] lr: 1.000e-02, eta: 7 days, 13:28:03, time: 1.856, data_time: 0.007, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7078, loss_cls: 2.3258, loss: 2.3258, grad_norm: 5.4306 2020-07-26 05:24:58,427 - mmaction - INFO - Epoch [13][2080/3757] lr: 1.000e-02, eta: 7 days, 13:27:25, time: 1.995, data_time: 0.004, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7258, loss_cls: 2.2881, loss: 2.2881, grad_norm: 5.5185 2020-07-26 05:25:34,805 - mmaction - INFO - Epoch [13][2100/3757] lr: 1.000e-02, eta: 7 days, 13:26:20, time: 1.813, data_time: 0.007, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7094, loss_cls: 2.3186, loss: 2.3186, grad_norm: 5.4360 2020-07-26 05:26:16,497 - mmaction - INFO - Epoch [13][2120/3757] lr: 1.000e-02, eta: 7 days, 13:25:55, time: 2.090, data_time: 0.013, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7070, loss_cls: 2.3101, loss: 2.3101, grad_norm: 5.3430 2020-07-26 05:26:50,783 - mmaction - INFO - Epoch [13][2140/3757] lr: 1.000e-02, eta: 7 days, 13:24:37, time: 1.716, data_time: 0.008, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7234, loss_cls: 2.2805, loss: 2.2805, grad_norm: 5.2923 2020-07-26 05:27:31,439 - mmaction - INFO - Epoch [13][2160/3757] lr: 1.000e-02, eta: 7 days, 13:24:03, time: 2.031, data_time: 0.003, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7031, loss_cls: 2.3401, loss: 2.3401, grad_norm: 5.4726 2020-07-26 05:28:12,528 - mmaction - INFO - Epoch [13][2180/3757] lr: 1.000e-02, eta: 7 days, 13:23:32, time: 2.047, data_time: 0.009, memory: 5170, top1_acc: 0.4414, top5_acc: 0.6852, loss_cls: 2.4258, loss: 2.4258, grad_norm: 5.5589 2020-07-26 05:28:52,176 - mmaction - INFO - Epoch [13][2200/3757] lr: 1.000e-02, eta: 7 days, 13:22:52, time: 1.991, data_time: 0.012, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7172, loss_cls: 2.3465, loss: 2.3465, grad_norm: 5.5476 2020-07-26 05:29:29,984 - mmaction - INFO - Epoch [13][2220/3757] lr: 1.000e-02, eta: 7 days, 13:21:59, time: 1.890, data_time: 0.016, memory: 5170, top1_acc: 0.4609, top5_acc: 0.6883, loss_cls: 2.4092, loss: 2.4092, grad_norm: 5.5774 2020-07-26 05:30:08,944 - mmaction - INFO - Epoch [13][2240/3757] lr: 1.000e-02, eta: 7 days, 13:21:14, time: 1.947, data_time: 0.126, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7094, loss_cls: 2.3422, loss: 2.3422, grad_norm: 5.5704 2020-07-26 05:30:49,731 - mmaction - INFO - Epoch [13][2260/3757] lr: 1.000e-02, eta: 7 days, 13:20:41, time: 2.041, data_time: 1.307, memory: 5170, top1_acc: 0.4477, top5_acc: 0.7031, loss_cls: 2.4367, loss: 2.4367, grad_norm: 5.5307 2020-07-26 05:31:26,812 - mmaction - INFO - Epoch [13][2280/3757] lr: 1.000e-02, eta: 7 days, 13:19:42, time: 1.848, data_time: 0.918, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7188, loss_cls: 2.3208, loss: 2.3208, grad_norm: 5.5128 2020-07-26 05:32:03,977 - mmaction - INFO - Epoch [13][2300/3757] lr: 1.000e-02, eta: 7 days, 13:18:45, time: 1.862, data_time: 0.013, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7109, loss_cls: 2.3598, loss: 2.3598, grad_norm: 5.6809 2020-07-26 05:32:43,029 - mmaction - INFO - Epoch [13][2320/3757] lr: 1.000e-02, eta: 7 days, 13:18:00, time: 1.955, data_time: 0.013, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7234, loss_cls: 2.2603, loss: 2.2603, grad_norm: 5.3767 2020-07-26 05:33:22,083 - mmaction - INFO - Epoch [13][2340/3757] lr: 1.000e-02, eta: 7 days, 13:17:15, time: 1.951, data_time: 0.003, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7055, loss_cls: 2.3557, loss: 2.3557, grad_norm: 5.6722 2020-07-26 05:34:01,725 - mmaction - INFO - Epoch [13][2360/3757] lr: 1.000e-02, eta: 7 days, 13:16:34, time: 1.980, data_time: 0.010, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7352, loss_cls: 2.2303, loss: 2.2303, grad_norm: 5.3724 2020-07-26 05:34:39,673 - mmaction - INFO - Epoch [13][2380/3757] lr: 1.000e-02, eta: 7 days, 13:15:43, time: 1.901, data_time: 0.009, memory: 5170, top1_acc: 0.4539, top5_acc: 0.6898, loss_cls: 2.4283, loss: 2.4283, grad_norm: 5.5701 2020-07-26 05:35:18,995 - mmaction - INFO - Epoch [13][2400/3757] lr: 1.000e-02, eta: 7 days, 13:15:00, time: 1.964, data_time: 0.010, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7195, loss_cls: 2.3036, loss: 2.3036, grad_norm: 5.4025 2020-07-26 05:35:56,172 - mmaction - INFO - Epoch [13][2420/3757] lr: 1.000e-02, eta: 7 days, 13:14:02, time: 1.861, data_time: 0.011, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7297, loss_cls: 2.2777, loss: 2.2777, grad_norm: 5.5953 2020-07-26 05:36:35,839 - mmaction - INFO - Epoch [13][2440/3757] lr: 1.000e-02, eta: 7 days, 13:13:21, time: 1.979, data_time: 0.009, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7211, loss_cls: 2.3531, loss: 2.3531, grad_norm: 5.5782 2020-07-26 05:37:13,497 - mmaction - INFO - Epoch [13][2460/3757] lr: 1.000e-02, eta: 7 days, 13:12:27, time: 1.886, data_time: 0.010, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7125, loss_cls: 2.3569, loss: 2.3569, grad_norm: 5.4709 2020-07-26 05:37:56,550 - mmaction - INFO - Epoch [13][2480/3757] lr: 1.000e-02, eta: 7 days, 13:12:11, time: 2.153, data_time: 0.009, memory: 5170, top1_acc: 0.4359, top5_acc: 0.7000, loss_cls: 2.3973, loss: 2.3973, grad_norm: 5.5982 2020-07-26 05:38:33,236 - mmaction - INFO - Epoch [13][2500/3757] lr: 1.000e-02, eta: 7 days, 13:11:09, time: 1.833, data_time: 0.004, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7055, loss_cls: 2.3514, loss: 2.3514, grad_norm: 5.5579 2020-07-26 05:39:12,479 - mmaction - INFO - Epoch [13][2520/3757] lr: 1.000e-02, eta: 7 days, 13:10:25, time: 1.957, data_time: 0.010, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7117, loss_cls: 2.3403, loss: 2.3403, grad_norm: 5.4372 2020-07-26 05:39:48,916 - mmaction - INFO - Epoch [13][2540/3757] lr: 1.000e-02, eta: 7 days, 13:09:24, time: 1.829, data_time: 0.017, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7328, loss_cls: 2.2074, loss: 2.2074, grad_norm: 5.5159 2020-07-26 05:40:31,577 - mmaction - INFO - Epoch [13][2560/3757] lr: 1.000e-02, eta: 7 days, 13:09:03, time: 2.130, data_time: 0.003, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7312, loss_cls: 2.2355, loss: 2.2355, grad_norm: 5.4616 2020-07-26 05:41:09,919 - mmaction - INFO - Epoch [13][2580/3757] lr: 1.000e-02, eta: 7 days, 13:08:14, time: 1.920, data_time: 0.008, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7125, loss_cls: 2.3541, loss: 2.3541, grad_norm: 5.5653 2020-07-26 05:41:48,764 - mmaction - INFO - Epoch [13][2600/3757] lr: 1.000e-02, eta: 7 days, 13:07:28, time: 1.943, data_time: 0.048, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7250, loss_cls: 2.3280, loss: 2.3280, grad_norm: 5.5011 2020-07-26 05:42:28,103 - mmaction - INFO - Epoch [13][2620/3757] lr: 1.000e-02, eta: 7 days, 13:06:45, time: 1.958, data_time: 0.063, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7188, loss_cls: 2.2864, loss: 2.2864, grad_norm: 5.7256 2020-07-26 05:43:10,116 - mmaction - INFO - Epoch [13][2640/3757] lr: 1.000e-02, eta: 7 days, 13:06:22, time: 2.109, data_time: 0.016, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7156, loss_cls: 2.3271, loss: 2.3271, grad_norm: 5.6025 2020-07-26 05:43:48,377 - mmaction - INFO - Epoch [13][2660/3757] lr: 1.000e-02, eta: 7 days, 13:05:31, time: 1.909, data_time: 0.008, memory: 5170, top1_acc: 0.4594, top5_acc: 0.6977, loss_cls: 2.3773, loss: 2.3773, grad_norm: 5.6274 2020-07-26 05:44:25,810 - mmaction - INFO - Epoch [13][2680/3757] lr: 1.000e-02, eta: 7 days, 13:04:35, time: 1.870, data_time: 0.012, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7266, loss_cls: 2.2346, loss: 2.2346, grad_norm: 5.3930 2020-07-26 05:45:05,612 - mmaction - INFO - Epoch [13][2700/3757] lr: 1.000e-02, eta: 7 days, 13:03:56, time: 1.991, data_time: 0.010, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7328, loss_cls: 2.2497, loss: 2.2497, grad_norm: 5.4167 2020-07-26 05:45:40,092 - mmaction - INFO - Epoch [13][2720/3757] lr: 1.000e-02, eta: 7 days, 13:02:40, time: 1.725, data_time: 0.066, memory: 5170, top1_acc: 0.4734, top5_acc: 0.6992, loss_cls: 2.3532, loss: 2.3532, grad_norm: 5.5031 2020-07-26 05:46:19,183 - mmaction - INFO - Epoch [13][2740/3757] lr: 1.000e-02, eta: 7 days, 13:01:55, time: 1.951, data_time: 0.012, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7070, loss_cls: 2.3353, loss: 2.3353, grad_norm: 5.4383 2020-07-26 05:46:59,459 - mmaction - INFO - Epoch [13][2760/3757] lr: 1.000e-02, eta: 7 days, 13:01:20, time: 2.021, data_time: 0.450, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7039, loss_cls: 2.3862, loss: 2.3862, grad_norm: 5.5033 2020-07-26 05:47:38,934 - mmaction - INFO - Epoch [13][2780/3757] lr: 1.000e-02, eta: 7 days, 13:00:37, time: 1.967, data_time: 1.256, memory: 5170, top1_acc: 0.4641, top5_acc: 0.6906, loss_cls: 2.4126, loss: 2.4126, grad_norm: 5.5207 2020-07-26 05:48:19,233 - mmaction - INFO - Epoch [13][2800/3757] lr: 1.000e-02, eta: 7 days, 13:00:02, time: 2.021, data_time: 1.388, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7172, loss_cls: 2.2684, loss: 2.2684, grad_norm: 5.4502 2020-07-26 05:48:56,404 - mmaction - INFO - Epoch [13][2820/3757] lr: 1.000e-02, eta: 7 days, 12:59:04, time: 1.852, data_time: 1.276, memory: 5170, top1_acc: 0.4523, top5_acc: 0.6992, loss_cls: 2.4175, loss: 2.4175, grad_norm: 5.6392 2020-07-26 05:49:35,916 - mmaction - INFO - Epoch [13][2840/3757] lr: 1.000e-02, eta: 7 days, 12:58:23, time: 1.981, data_time: 1.268, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7125, loss_cls: 2.3155, loss: 2.3155, grad_norm: 5.6073 2020-07-26 05:50:17,353 - mmaction - INFO - Epoch [13][2860/3757] lr: 1.000e-02, eta: 7 days, 12:57:55, time: 2.072, data_time: 1.240, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7102, loss_cls: 2.3207, loss: 2.3207, grad_norm: 5.4981 2020-07-26 05:50:55,207 - mmaction - INFO - Epoch [13][2880/3757] lr: 1.000e-02, eta: 7 days, 12:57:02, time: 1.891, data_time: 0.764, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7180, loss_cls: 2.3164, loss: 2.3164, grad_norm: 5.5232 2020-07-26 05:51:32,743 - mmaction - INFO - Epoch [13][2900/3757] lr: 1.000e-02, eta: 7 days, 12:56:07, time: 1.879, data_time: 0.493, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7008, loss_cls: 2.3664, loss: 2.3664, grad_norm: 5.4029 2020-07-26 05:52:13,625 - mmaction - INFO - Epoch [13][2920/3757] lr: 1.000e-02, eta: 7 days, 12:55:35, time: 2.044, data_time: 0.150, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7164, loss_cls: 2.3277, loss: 2.3277, grad_norm: 5.6002 2020-07-26 05:52:48,884 - mmaction - INFO - Epoch [13][2940/3757] lr: 1.000e-02, eta: 7 days, 12:54:25, time: 1.762, data_time: 0.003, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7172, loss_cls: 2.2168, loss: 2.2168, grad_norm: 5.4411 2020-07-26 05:53:26,908 - mmaction - INFO - Epoch [13][2960/3757] lr: 1.000e-02, eta: 7 days, 12:53:34, time: 1.903, data_time: 0.088, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7016, loss_cls: 2.3912, loss: 2.3912, grad_norm: 5.5490 2020-07-26 05:54:09,117 - mmaction - INFO - Epoch [13][2980/3757] lr: 1.000e-02, eta: 7 days, 12:53:10, time: 2.104, data_time: 0.171, memory: 5170, top1_acc: 0.4570, top5_acc: 0.6977, loss_cls: 2.3914, loss: 2.3914, grad_norm: 5.5895 2020-07-26 05:54:47,898 - mmaction - INFO - Epoch [13][3000/3757] lr: 1.000e-02, eta: 7 days, 12:52:24, time: 1.943, data_time: 0.009, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7078, loss_cls: 2.3444, loss: 2.3444, grad_norm: 5.5386 2020-07-26 05:55:29,125 - mmaction - INFO - Epoch [13][3020/3757] lr: 1.000e-02, eta: 7 days, 12:51:54, time: 2.060, data_time: 0.009, memory: 5170, top1_acc: 0.4609, top5_acc: 0.6906, loss_cls: 2.4831, loss: 2.4831, grad_norm: 5.7602 2020-07-26 05:56:07,465 - mmaction - INFO - Epoch [13][3040/3757] lr: 1.000e-02, eta: 7 days, 12:51:05, time: 1.918, data_time: 0.008, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7297, loss_cls: 2.3046, loss: 2.3046, grad_norm: 5.3951 2020-07-26 05:56:46,890 - mmaction - INFO - Epoch [13][3060/3757] lr: 1.000e-02, eta: 7 days, 12:50:22, time: 1.967, data_time: 0.010, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7133, loss_cls: 2.3486, loss: 2.3486, grad_norm: 5.3722 2020-07-26 05:57:26,401 - mmaction - INFO - Epoch [13][3080/3757] lr: 1.000e-02, eta: 7 days, 12:49:42, time: 1.982, data_time: 0.009, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7180, loss_cls: 2.2989, loss: 2.2989, grad_norm: 5.3808 2020-07-26 05:58:02,182 - mmaction - INFO - Epoch [13][3100/3757] lr: 1.000e-02, eta: 7 days, 12:48:34, time: 1.780, data_time: 0.009, memory: 5170, top1_acc: 0.4586, top5_acc: 0.6867, loss_cls: 2.3872, loss: 2.3872, grad_norm: 5.4353 2020-07-26 05:58:42,981 - mmaction - INFO - Epoch [13][3120/3757] lr: 1.000e-02, eta: 7 days, 12:48:02, time: 2.049, data_time: 0.094, memory: 5170, top1_acc: 0.4547, top5_acc: 0.7039, loss_cls: 2.3316, loss: 2.3316, grad_norm: 5.4461 2020-07-26 05:59:22,463 - mmaction - INFO - Epoch [13][3140/3757] lr: 1.000e-02, eta: 7 days, 12:47:20, time: 1.972, data_time: 0.008, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7172, loss_cls: 2.2897, loss: 2.2897, grad_norm: 5.4376 2020-07-26 05:59:58,454 - mmaction - INFO - Epoch [13][3160/3757] lr: 1.000e-02, eta: 7 days, 12:46:15, time: 1.800, data_time: 0.111, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7211, loss_cls: 2.2714, loss: 2.2714, grad_norm: 5.2366 2020-07-26 06:00:35,346 - mmaction - INFO - Epoch [13][3180/3757] lr: 1.000e-02, eta: 7 days, 12:45:14, time: 1.833, data_time: 0.589, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7273, loss_cls: 2.2722, loss: 2.2722, grad_norm: 5.2677 2020-07-26 06:01:15,842 - mmaction - INFO - Epoch [13][3200/3757] lr: 1.000e-02, eta: 7 days, 12:44:41, time: 2.035, data_time: 0.569, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7148, loss_cls: 2.3599, loss: 2.3599, grad_norm: 5.5967 2020-07-26 06:01:55,968 - mmaction - INFO - Epoch [13][3220/3757] lr: 1.000e-02, eta: 7 days, 12:44:04, time: 2.010, data_time: 0.079, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7227, loss_cls: 2.2702, loss: 2.2702, grad_norm: 5.5507 2020-07-26 06:02:34,046 - mmaction - INFO - Epoch [13][3240/3757] lr: 1.000e-02, eta: 7 days, 12:43:13, time: 1.898, data_time: 0.071, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7172, loss_cls: 2.3225, loss: 2.3225, grad_norm: 5.5513 2020-07-26 06:03:13,073 - mmaction - INFO - Epoch [13][3260/3757] lr: 1.000e-02, eta: 7 days, 12:42:29, time: 1.958, data_time: 0.197, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7133, loss_cls: 2.2650, loss: 2.2650, grad_norm: 5.3890 2020-07-26 06:03:50,984 - mmaction - INFO - Epoch [13][3280/3757] lr: 1.000e-02, eta: 7 days, 12:41:37, time: 1.896, data_time: 0.053, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7133, loss_cls: 2.2983, loss: 2.2983, grad_norm: 5.4552 2020-07-26 06:04:31,626 - mmaction - INFO - Epoch [13][3300/3757] lr: 1.000e-02, eta: 7 days, 12:41:03, time: 2.030, data_time: 0.003, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7297, loss_cls: 2.2640, loss: 2.2640, grad_norm: 5.4323 2020-07-26 06:05:09,927 - mmaction - INFO - Epoch [13][3320/3757] lr: 1.000e-02, eta: 7 days, 12:40:13, time: 1.917, data_time: 0.005, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7195, loss_cls: 2.3205, loss: 2.3205, grad_norm: 5.2801 2020-07-26 06:05:47,467 - mmaction - INFO - Epoch [13][3340/3757] lr: 1.000e-02, eta: 7 days, 12:39:19, time: 1.875, data_time: 0.003, memory: 5170, top1_acc: 0.4570, top5_acc: 0.6984, loss_cls: 2.3746, loss: 2.3746, grad_norm: 5.3257 2020-07-26 06:06:30,510 - mmaction - INFO - Epoch [13][3360/3757] lr: 1.000e-02, eta: 7 days, 12:39:01, time: 2.154, data_time: 0.011, memory: 5170, top1_acc: 0.4430, top5_acc: 0.7102, loss_cls: 2.4392, loss: 2.4392, grad_norm: 5.4366 2020-07-26 06:07:09,855 - mmaction - INFO - Epoch [13][3380/3757] lr: 1.000e-02, eta: 7 days, 12:38:19, time: 1.965, data_time: 0.003, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7320, loss_cls: 2.2407, loss: 2.2407, grad_norm: 5.3902 2020-07-26 06:07:43,811 - mmaction - INFO - Epoch [13][3400/3757] lr: 1.000e-02, eta: 7 days, 12:37:00, time: 1.695, data_time: 0.005, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7156, loss_cls: 2.3700, loss: 2.3700, grad_norm: 5.6137 2020-07-26 06:08:28,952 - mmaction - INFO - Epoch [13][3420/3757] lr: 1.000e-02, eta: 7 days, 12:36:56, time: 2.253, data_time: 0.863, memory: 5170, top1_acc: 0.4492, top5_acc: 0.6969, loss_cls: 2.4372, loss: 2.4372, grad_norm: 5.5623 2020-07-26 06:09:04,416 - mmaction - INFO - Epoch [13][3440/3757] lr: 1.000e-02, eta: 7 days, 12:35:48, time: 1.782, data_time: 0.727, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7414, loss_cls: 2.2489, loss: 2.2489, grad_norm: 5.3731 2020-07-26 06:09:43,484 - mmaction - INFO - Epoch [13][3460/3757] lr: 1.000e-02, eta: 7 days, 12:35:04, time: 1.950, data_time: 0.301, memory: 5170, top1_acc: 0.4758, top5_acc: 0.6953, loss_cls: 2.3420, loss: 2.3420, grad_norm: 5.4067 2020-07-26 06:10:22,490 - mmaction - INFO - Epoch [13][3480/3757] lr: 1.000e-02, eta: 7 days, 12:34:19, time: 1.950, data_time: 0.137, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7211, loss_cls: 2.2918, loss: 2.2918, grad_norm: 5.4321 2020-07-26 06:11:01,057 - mmaction - INFO - Epoch [13][3500/3757] lr: 1.000e-02, eta: 7 days, 12:33:31, time: 1.930, data_time: 0.180, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7180, loss_cls: 2.3067, loss: 2.3067, grad_norm: 5.4797 2020-07-26 06:11:42,760 - mmaction - INFO - Epoch [13][3520/3757] lr: 1.000e-02, eta: 7 days, 12:33:04, time: 2.077, data_time: 0.020, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7180, loss_cls: 2.3613, loss: 2.3613, grad_norm: 5.5965 2020-07-26 06:12:21,583 - mmaction - INFO - Epoch [13][3540/3757] lr: 1.000e-02, eta: 7 days, 12:32:19, time: 1.950, data_time: 0.012, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7047, loss_cls: 2.3171, loss: 2.3171, grad_norm: 5.3894 2020-07-26 06:13:02,946 - mmaction - INFO - Epoch [13][3560/3757] lr: 1.000e-02, eta: 7 days, 12:31:49, time: 2.062, data_time: 0.003, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7289, loss_cls: 2.2680, loss: 2.2680, grad_norm: 5.4493 2020-07-26 06:13:41,818 - mmaction - INFO - Epoch [13][3580/3757] lr: 1.000e-02, eta: 7 days, 12:31:05, time: 1.950, data_time: 0.010, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7109, loss_cls: 2.3926, loss: 2.3926, grad_norm: 5.4651 2020-07-26 06:14:20,004 - mmaction - INFO - Epoch [13][3600/3757] lr: 1.000e-02, eta: 7 days, 12:30:14, time: 1.904, data_time: 0.006, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7211, loss_cls: 2.3041, loss: 2.3041, grad_norm: 5.2227 2020-07-26 06:15:00,959 - mmaction - INFO - Epoch [13][3620/3757] lr: 1.000e-02, eta: 7 days, 12:29:43, time: 2.051, data_time: 0.010, memory: 5170, top1_acc: 0.4750, top5_acc: 0.6984, loss_cls: 2.3277, loss: 2.3277, grad_norm: 5.5312 2020-07-26 06:15:40,352 - mmaction - INFO - Epoch [13][3640/3757] lr: 1.000e-02, eta: 7 days, 12:29:01, time: 1.971, data_time: 0.009, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7086, loss_cls: 2.3712, loss: 2.3712, grad_norm: 5.6092 2020-07-26 06:16:21,442 - mmaction - INFO - Epoch [13][3660/3757] lr: 1.000e-02, eta: 7 days, 12:28:30, time: 2.055, data_time: 0.002, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7234, loss_cls: 2.2627, loss: 2.2627, grad_norm: 5.4073 2020-07-26 06:16:58,034 - mmaction - INFO - Epoch [13][3680/3757] lr: 1.000e-02, eta: 7 days, 12:27:28, time: 1.821, data_time: 0.006, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7109, loss_cls: 2.3765, loss: 2.3765, grad_norm: 5.4496 2020-07-26 06:17:32,675 - mmaction - INFO - Epoch [13][3700/3757] lr: 1.000e-02, eta: 7 days, 12:26:15, time: 1.737, data_time: 0.011, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7133, loss_cls: 2.3553, loss: 2.3553, grad_norm: 5.6547 2020-07-26 06:18:16,717 - mmaction - INFO - Epoch [13][3720/3757] lr: 1.000e-02, eta: 7 days, 12:26:04, time: 2.203, data_time: 0.011, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7063, loss_cls: 2.3521, loss: 2.3521, grad_norm: 5.4472 2020-07-26 06:18:55,226 - mmaction - INFO - Epoch [13][3740/3757] lr: 1.000e-02, eta: 7 days, 12:25:16, time: 1.928, data_time: 0.011, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7148, loss_cls: 2.4120, loss: 2.4120, grad_norm: 5.6089 2020-07-26 06:19:18,497 - mmaction - INFO - Saving checkpoint at 13 epochs 2020-07-26 06:20:15,830 - mmaction - INFO - Epoch [14][20/3757] lr: 1.000e-02, eta: 7 days, 12:22:00, time: 2.762, data_time: 1.001, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7305, loss_cls: 2.2429, loss: 2.2429, grad_norm: 5.2348 2020-07-26 06:20:56,913 - mmaction - INFO - Epoch [14][40/3757] lr: 1.000e-02, eta: 7 days, 12:21:30, time: 2.058, data_time: 0.057, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7141, loss_cls: 2.2926, loss: 2.2926, grad_norm: 5.2715 2020-07-26 06:21:34,985 - mmaction - INFO - Epoch [14][60/3757] lr: 1.000e-02, eta: 7 days, 12:20:39, time: 1.904, data_time: 0.043, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7312, loss_cls: 2.3692, loss: 2.3692, grad_norm: 5.5866 2020-07-26 06:22:12,635 - mmaction - INFO - Epoch [14][80/3757] lr: 1.000e-02, eta: 7 days, 12:19:46, time: 1.881, data_time: 0.093, memory: 5170, top1_acc: 0.4453, top5_acc: 0.7000, loss_cls: 2.3807, loss: 2.3807, grad_norm: 5.4276 2020-07-26 06:22:52,564 - mmaction - INFO - Epoch [14][100/3757] lr: 1.000e-02, eta: 7 days, 12:19:07, time: 1.997, data_time: 0.037, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7109, loss_cls: 2.3308, loss: 2.3308, grad_norm: 5.4051 2020-07-26 06:23:29,143 - mmaction - INFO - Epoch [14][120/3757] lr: 1.000e-02, eta: 7 days, 12:18:06, time: 1.829, data_time: 0.009, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7383, loss_cls: 2.2282, loss: 2.2282, grad_norm: 5.3452 2020-07-26 06:24:09,226 - mmaction - INFO - Epoch [14][140/3757] lr: 1.000e-02, eta: 7 days, 12:17:29, time: 2.004, data_time: 0.004, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7320, loss_cls: 2.2127, loss: 2.2127, grad_norm: 5.4210 2020-07-26 06:24:46,626 - mmaction - INFO - Epoch [14][160/3757] lr: 1.000e-02, eta: 7 days, 12:16:33, time: 1.863, data_time: 0.005, memory: 5170, top1_acc: 0.4586, top5_acc: 0.6969, loss_cls: 2.3768, loss: 2.3768, grad_norm: 5.5531 2020-07-26 06:25:26,025 - mmaction - INFO - Epoch [14][180/3757] lr: 1.000e-02, eta: 7 days, 12:15:51, time: 1.969, data_time: 0.191, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7258, loss_cls: 2.2692, loss: 2.2692, grad_norm: 5.3427 2020-07-26 06:26:05,857 - mmaction - INFO - Epoch [14][200/3757] lr: 1.000e-02, eta: 7 days, 12:15:13, time: 2.001, data_time: 0.144, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7234, loss_cls: 2.3045, loss: 2.3045, grad_norm: 5.6495 2020-07-26 06:26:46,642 - mmaction - INFO - Epoch [14][220/3757] lr: 1.000e-02, eta: 7 days, 12:14:39, time: 2.031, data_time: 0.008, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7141, loss_cls: 2.2734, loss: 2.2734, grad_norm: 5.4135 2020-07-26 06:27:25,710 - mmaction - INFO - Epoch [14][240/3757] lr: 1.000e-02, eta: 7 days, 12:13:56, time: 1.961, data_time: 0.011, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7148, loss_cls: 2.3024, loss: 2.3024, grad_norm: 5.5046 2020-07-26 06:28:02,116 - mmaction - INFO - Epoch [14][260/3757] lr: 1.000e-02, eta: 7 days, 12:12:53, time: 1.814, data_time: 0.025, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7148, loss_cls: 2.3318, loss: 2.3318, grad_norm: 5.4975 2020-07-26 06:28:42,296 - mmaction - INFO - Epoch [14][280/3757] lr: 1.000e-02, eta: 7 days, 12:12:17, time: 2.015, data_time: 0.046, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7242, loss_cls: 2.2612, loss: 2.2612, grad_norm: 5.5142 2020-07-26 06:29:22,607 - mmaction - INFO - Epoch [14][300/3757] lr: 1.000e-02, eta: 7 days, 12:11:42, time: 2.015, data_time: 0.008, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7273, loss_cls: 2.2537, loss: 2.2537, grad_norm: 5.4588 2020-07-26 06:30:00,160 - mmaction - INFO - Epoch [14][320/3757] lr: 1.000e-02, eta: 7 days, 12:10:47, time: 1.878, data_time: 0.003, memory: 5170, top1_acc: 0.4445, top5_acc: 0.6992, loss_cls: 2.4163, loss: 2.4163, grad_norm: 5.7009 2020-07-26 06:30:40,210 - mmaction - INFO - Epoch [14][340/3757] lr: 1.000e-02, eta: 7 days, 12:10:09, time: 1.993, data_time: 0.007, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7422, loss_cls: 2.1613, loss: 2.1613, grad_norm: 5.4915 2020-07-26 06:31:17,854 - mmaction - INFO - Epoch [14][360/3757] lr: 1.000e-02, eta: 7 days, 12:09:16, time: 1.892, data_time: 0.033, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7195, loss_cls: 2.2852, loss: 2.2852, grad_norm: 5.6191 2020-07-26 06:31:55,979 - mmaction - INFO - Epoch [14][380/3757] lr: 1.000e-02, eta: 7 days, 12:08:26, time: 1.905, data_time: 0.124, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7148, loss_cls: 2.2957, loss: 2.2957, grad_norm: 5.4715 2020-07-26 06:32:35,803 - mmaction - INFO - Epoch [14][400/3757] lr: 1.000e-02, eta: 7 days, 12:07:46, time: 1.984, data_time: 0.003, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7258, loss_cls: 2.2495, loss: 2.2495, grad_norm: 5.5066 2020-07-26 06:33:15,094 - mmaction - INFO - Epoch [14][420/3757] lr: 1.000e-02, eta: 7 days, 12:07:04, time: 1.969, data_time: 0.010, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7273, loss_cls: 2.2582, loss: 2.2582, grad_norm: 5.3091 2020-07-26 06:33:56,741 - mmaction - INFO - Epoch [14][440/3757] lr: 1.000e-02, eta: 7 days, 12:06:37, time: 2.083, data_time: 0.007, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7164, loss_cls: 2.3278, loss: 2.3278, grad_norm: 5.6136 2020-07-26 06:34:34,370 - mmaction - INFO - Epoch [14][460/3757] lr: 1.000e-02, eta: 7 days, 12:05:43, time: 1.882, data_time: 0.009, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7258, loss_cls: 2.2542, loss: 2.2542, grad_norm: 5.5421 2020-07-26 06:35:13,926 - mmaction - INFO - Epoch [14][480/3757] lr: 1.000e-02, eta: 7 days, 12:05:03, time: 1.979, data_time: 0.004, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7320, loss_cls: 2.2768, loss: 2.2768, grad_norm: 5.5020 2020-07-26 06:35:50,217 - mmaction - INFO - Epoch [14][500/3757] lr: 1.000e-02, eta: 7 days, 12:04:00, time: 1.814, data_time: 0.059, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7086, loss_cls: 2.3272, loss: 2.3272, grad_norm: 5.4804 2020-07-26 06:36:30,209 - mmaction - INFO - Epoch [14][520/3757] lr: 1.000e-02, eta: 7 days, 12:03:22, time: 1.995, data_time: 0.050, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7195, loss_cls: 2.3267, loss: 2.3267, grad_norm: 5.6975 2020-07-26 06:37:11,781 - mmaction - INFO - Epoch [14][540/3757] lr: 1.000e-02, eta: 7 days, 12:02:55, time: 2.083, data_time: 0.009, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7289, loss_cls: 2.2390, loss: 2.2390, grad_norm: 5.4391 2020-07-26 06:37:51,863 - mmaction - INFO - Epoch [14][560/3757] lr: 1.000e-02, eta: 7 days, 12:02:16, time: 1.994, data_time: 0.009, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7219, loss_cls: 2.3269, loss: 2.3269, grad_norm: 5.5457 2020-07-26 06:38:27,886 - mmaction - INFO - Epoch [14][580/3757] lr: 1.000e-02, eta: 7 days, 12:01:13, time: 1.811, data_time: 0.958, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7375, loss_cls: 2.2245, loss: 2.2245, grad_norm: 5.5970 2020-07-26 06:39:09,311 - mmaction - INFO - Epoch [14][600/3757] lr: 1.000e-02, eta: 7 days, 12:00:44, time: 2.065, data_time: 1.357, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7367, loss_cls: 2.2516, loss: 2.2516, grad_norm: 5.5859 2020-07-26 06:39:44,928 - mmaction - INFO - Epoch [14][620/3757] lr: 1.000e-02, eta: 7 days, 11:59:38, time: 1.787, data_time: 0.070, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7266, loss_cls: 2.2163, loss: 2.2163, grad_norm: 5.4589 2020-07-26 06:40:26,375 - mmaction - INFO - Epoch [14][640/3757] lr: 1.000e-02, eta: 7 days, 11:59:09, time: 2.068, data_time: 0.004, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7125, loss_cls: 2.3192, loss: 2.3192, grad_norm: 5.5188 2020-07-26 06:41:03,864 - mmaction - INFO - Epoch [14][660/3757] lr: 1.000e-02, eta: 7 days, 11:58:15, time: 1.879, data_time: 0.010, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7227, loss_cls: 2.2478, loss: 2.2478, grad_norm: 5.4061 2020-07-26 06:41:44,681 - mmaction - INFO - Epoch [14][680/3757] lr: 1.000e-02, eta: 7 days, 11:57:42, time: 2.034, data_time: 0.008, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7531, loss_cls: 2.2283, loss: 2.2283, grad_norm: 5.4357 2020-07-26 06:42:22,749 - mmaction - INFO - Epoch [14][700/3757] lr: 1.000e-02, eta: 7 days, 11:56:51, time: 1.903, data_time: 0.010, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7195, loss_cls: 2.3198, loss: 2.3198, grad_norm: 5.6040 2020-07-26 06:43:02,793 - mmaction - INFO - Epoch [14][720/3757] lr: 1.000e-02, eta: 7 days, 11:56:14, time: 2.009, data_time: 0.010, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.2248, loss: 2.2248, grad_norm: 5.5162 2020-07-26 06:43:41,501 - mmaction - INFO - Epoch [14][740/3757] lr: 1.000e-02, eta: 7 days, 11:55:27, time: 1.932, data_time: 0.217, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7258, loss_cls: 2.2586, loss: 2.2586, grad_norm: 5.3925 2020-07-26 06:44:20,698 - mmaction - INFO - Epoch [14][760/3757] lr: 1.000e-02, eta: 7 days, 11:54:44, time: 1.961, data_time: 0.014, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7438, loss_cls: 2.1856, loss: 2.1856, grad_norm: 5.4030 2020-07-26 06:44:57,304 - mmaction - INFO - Epoch [14][780/3757] lr: 1.000e-02, eta: 7 days, 11:53:44, time: 1.829, data_time: 0.008, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7211, loss_cls: 2.2625, loss: 2.2625, grad_norm: 5.5449 2020-07-26 06:45:37,338 - mmaction - INFO - Epoch [14][800/3757] lr: 1.000e-02, eta: 7 days, 11:53:07, time: 2.006, data_time: 0.013, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7258, loss_cls: 2.2507, loss: 2.2507, grad_norm: 5.3668 2020-07-26 06:46:17,452 - mmaction - INFO - Epoch [14][820/3757] lr: 1.000e-02, eta: 7 days, 11:52:29, time: 2.002, data_time: 0.009, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7344, loss_cls: 2.2547, loss: 2.2547, grad_norm: 5.3711 2020-07-26 06:46:56,974 - mmaction - INFO - Epoch [14][840/3757] lr: 1.000e-02, eta: 7 days, 11:51:49, time: 1.980, data_time: 0.048, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7328, loss_cls: 2.2185, loss: 2.2185, grad_norm: 5.4765 2020-07-26 06:47:37,234 - mmaction - INFO - Epoch [14][860/3757] lr: 1.000e-02, eta: 7 days, 11:51:12, time: 2.007, data_time: 0.008, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7281, loss_cls: 2.2304, loss: 2.2304, grad_norm: 5.4388 2020-07-26 06:48:14,861 - mmaction - INFO - Epoch [14][880/3757] lr: 1.000e-02, eta: 7 days, 11:50:19, time: 1.886, data_time: 0.009, memory: 5170, top1_acc: 0.4398, top5_acc: 0.6969, loss_cls: 2.4729, loss: 2.4729, grad_norm: 5.8781 2020-07-26 06:48:54,298 - mmaction - INFO - Epoch [14][900/3757] lr: 1.000e-02, eta: 7 days, 11:49:37, time: 1.969, data_time: 0.009, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7156, loss_cls: 2.2985, loss: 2.2985, grad_norm: 5.4178 2020-07-26 06:49:33,785 - mmaction - INFO - Epoch [14][920/3757] lr: 1.000e-02, eta: 7 days, 11:48:56, time: 1.978, data_time: 0.008, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7242, loss_cls: 2.2502, loss: 2.2502, grad_norm: 5.4116 2020-07-26 06:50:07,261 - mmaction - INFO - Epoch [14][940/3757] lr: 1.000e-02, eta: 7 days, 11:47:35, time: 1.672, data_time: 0.050, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7352, loss_cls: 2.2236, loss: 2.2236, grad_norm: 5.4665 2020-07-26 06:50:46,749 - mmaction - INFO - Epoch [14][960/3757] lr: 1.000e-02, eta: 7 days, 11:46:54, time: 1.976, data_time: 0.004, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7102, loss_cls: 2.3390, loss: 2.3390, grad_norm: 5.5078 2020-07-26 06:51:23,185 - mmaction - INFO - Epoch [14][980/3757] lr: 1.000e-02, eta: 7 days, 11:45:52, time: 1.812, data_time: 0.009, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7109, loss_cls: 2.3234, loss: 2.3234, grad_norm: 5.5742 2020-07-26 06:52:06,374 - mmaction - INFO - Epoch [14][1000/3757] lr: 1.000e-02, eta: 7 days, 11:45:36, time: 2.166, data_time: 0.013, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7211, loss_cls: 2.2625, loss: 2.2625, grad_norm: 5.3939 2020-07-26 06:52:44,913 - mmaction - INFO - Epoch [14][1020/3757] lr: 1.000e-02, eta: 7 days, 11:44:47, time: 1.922, data_time: 0.008, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7273, loss_cls: 2.2759, loss: 2.2759, grad_norm: 5.3802 2020-07-26 06:53:22,593 - mmaction - INFO - Epoch [14][1040/3757] lr: 1.000e-02, eta: 7 days, 11:43:55, time: 1.892, data_time: 0.011, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7406, loss_cls: 2.1535, loss: 2.1535, grad_norm: 5.4172 2020-07-26 06:54:00,984 - mmaction - INFO - Epoch [14][1060/3757] lr: 1.000e-02, eta: 7 days, 11:43:07, time: 1.919, data_time: 0.004, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7234, loss_cls: 2.3123, loss: 2.3123, grad_norm: 5.5291 2020-07-26 06:54:38,654 - mmaction - INFO - Epoch [14][1080/3757] lr: 1.000e-02, eta: 7 days, 11:42:14, time: 1.884, data_time: 0.009, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7039, loss_cls: 2.3589, loss: 2.3589, grad_norm: 5.4503 2020-07-26 06:55:15,993 - mmaction - INFO - Epoch [14][1100/3757] lr: 1.000e-02, eta: 7 days, 11:41:18, time: 1.860, data_time: 0.004, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7336, loss_cls: 2.2690, loss: 2.2690, grad_norm: 5.6066 2020-07-26 06:55:56,675 - mmaction - INFO - Epoch [14][1120/3757] lr: 1.000e-02, eta: 7 days, 11:40:45, time: 2.041, data_time: 0.136, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7211, loss_cls: 2.3369, loss: 2.3369, grad_norm: 5.5063 2020-07-26 06:56:34,614 - mmaction - INFO - Epoch [14][1140/3757] lr: 1.000e-02, eta: 7 days, 11:39:53, time: 1.891, data_time: 0.408, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7078, loss_cls: 2.3465, loss: 2.3465, grad_norm: 5.6029 2020-07-26 06:57:13,438 - mmaction - INFO - Epoch [14][1160/3757] lr: 1.000e-02, eta: 7 days, 11:39:09, time: 1.948, data_time: 0.015, memory: 5170, top1_acc: 0.4492, top5_acc: 0.6914, loss_cls: 2.4702, loss: 2.4702, grad_norm: 5.6839 2020-07-26 06:57:51,241 - mmaction - INFO - Epoch [14][1180/3757] lr: 1.000e-02, eta: 7 days, 11:38:15, time: 1.883, data_time: 0.007, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7195, loss_cls: 2.2925, loss: 2.2925, grad_norm: 5.4959 2020-07-26 06:58:31,370 - mmaction - INFO - Epoch [14][1200/3757] lr: 1.000e-02, eta: 7 days, 11:37:39, time: 2.013, data_time: 0.063, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7383, loss_cls: 2.2206, loss: 2.2206, grad_norm: 5.4072 2020-07-26 06:59:12,830 - mmaction - INFO - Epoch [14][1220/3757] lr: 1.000e-02, eta: 7 days, 11:37:11, time: 2.075, data_time: 0.008, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7172, loss_cls: 2.3089, loss: 2.3089, grad_norm: 5.5702 2020-07-26 06:59:50,323 - mmaction - INFO - Epoch [14][1240/3757] lr: 1.000e-02, eta: 7 days, 11:36:17, time: 1.874, data_time: 0.003, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7156, loss_cls: 2.3452, loss: 2.3452, grad_norm: 5.5185 2020-07-26 07:00:32,392 - mmaction - INFO - Epoch [14][1260/3757] lr: 1.000e-02, eta: 7 days, 11:35:51, time: 2.088, data_time: 0.009, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7219, loss_cls: 2.2531, loss: 2.2531, grad_norm: 5.4563 2020-07-26 07:01:10,172 - mmaction - INFO - Epoch [14][1280/3757] lr: 1.000e-02, eta: 7 days, 11:35:00, time: 1.905, data_time: 0.032, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7281, loss_cls: 2.2362, loss: 2.2362, grad_norm: 5.4722 2020-07-26 07:01:50,972 - mmaction - INFO - Epoch [14][1300/3757] lr: 1.000e-02, eta: 7 days, 11:34:27, time: 2.034, data_time: 0.008, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7297, loss_cls: 2.2605, loss: 2.2605, grad_norm: 5.3862 2020-07-26 07:02:29,601 - mmaction - INFO - Epoch [14][1320/3757] lr: 1.000e-02, eta: 7 days, 11:33:40, time: 1.930, data_time: 0.010, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7289, loss_cls: 2.2488, loss: 2.2488, grad_norm: 5.3089 2020-07-26 07:03:05,521 - mmaction - INFO - Epoch [14][1340/3757] lr: 1.000e-02, eta: 7 days, 11:32:36, time: 1.798, data_time: 0.009, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7281, loss_cls: 2.2395, loss: 2.2395, grad_norm: 5.4953 2020-07-26 07:03:43,088 - mmaction - INFO - Epoch [14][1360/3757] lr: 1.000e-02, eta: 7 days, 11:31:43, time: 1.882, data_time: 0.008, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7086, loss_cls: 2.3352, loss: 2.3352, grad_norm: 5.5835 2020-07-26 07:04:23,832 - mmaction - INFO - Epoch [14][1380/3757] lr: 1.000e-02, eta: 7 days, 11:31:09, time: 2.029, data_time: 0.008, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7289, loss_cls: 2.2634, loss: 2.2634, grad_norm: 5.5741 2020-07-26 07:05:02,661 - mmaction - INFO - Epoch [14][1400/3757] lr: 1.000e-02, eta: 7 days, 11:30:24, time: 1.949, data_time: 0.012, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7148, loss_cls: 2.3111, loss: 2.3111, grad_norm: 5.4313 2020-07-26 07:05:42,668 - mmaction - INFO - Epoch [14][1420/3757] lr: 1.000e-02, eta: 7 days, 11:29:46, time: 2.000, data_time: 0.004, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7414, loss_cls: 2.2177, loss: 2.2177, grad_norm: 5.4842 2020-07-26 07:06:19,542 - mmaction - INFO - Epoch [14][1440/3757] lr: 1.000e-02, eta: 7 days, 11:28:48, time: 1.838, data_time: 0.021, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7328, loss_cls: 2.2337, loss: 2.2337, grad_norm: 5.4519 2020-07-26 07:07:01,122 - mmaction - INFO - Epoch [14][1460/3757] lr: 1.000e-02, eta: 7 days, 11:28:20, time: 2.081, data_time: 0.010, memory: 5170, top1_acc: 0.4492, top5_acc: 0.7203, loss_cls: 2.3292, loss: 2.3292, grad_norm: 5.5308 2020-07-26 07:07:42,042 - mmaction - INFO - Epoch [14][1480/3757] lr: 1.000e-02, eta: 7 days, 11:27:49, time: 2.051, data_time: 0.010, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7250, loss_cls: 2.3117, loss: 2.3117, grad_norm: 5.6387 2020-07-26 07:08:16,699 - mmaction - INFO - Epoch [14][1500/3757] lr: 1.000e-02, eta: 7 days, 11:26:36, time: 1.725, data_time: 0.145, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7375, loss_cls: 2.1883, loss: 2.1883, grad_norm: 5.3947 2020-07-26 07:08:54,366 - mmaction - INFO - Epoch [14][1520/3757] lr: 1.000e-02, eta: 7 days, 11:25:44, time: 1.892, data_time: 0.077, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7148, loss_cls: 2.2393, loss: 2.2393, grad_norm: 5.5218 2020-07-26 07:09:34,243 - mmaction - INFO - Epoch [14][1540/3757] lr: 1.000e-02, eta: 7 days, 11:25:04, time: 1.987, data_time: 0.158, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7414, loss_cls: 2.2040, loss: 2.2040, grad_norm: 5.4808 2020-07-26 07:10:15,853 - mmaction - INFO - Epoch [14][1560/3757] lr: 1.000e-02, eta: 7 days, 11:24:37, time: 2.082, data_time: 0.030, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7281, loss_cls: 2.2725, loss: 2.2725, grad_norm: 5.4970 2020-07-26 07:10:52,086 - mmaction - INFO - Epoch [14][1580/3757] lr: 1.000e-02, eta: 7 days, 11:23:36, time: 1.817, data_time: 0.010, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7273, loss_cls: 2.2223, loss: 2.2223, grad_norm: 5.5279 2020-07-26 07:11:34,867 - mmaction - INFO - Epoch [14][1600/3757] lr: 1.000e-02, eta: 7 days, 11:23:16, time: 2.139, data_time: 0.007, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7203, loss_cls: 2.3509, loss: 2.3509, grad_norm: 5.6235 2020-07-26 07:12:10,231 - mmaction - INFO - Epoch [14][1620/3757] lr: 1.000e-02, eta: 7 days, 11:22:08, time: 1.766, data_time: 0.002, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7227, loss_cls: 2.2950, loss: 2.2950, grad_norm: 5.5480 2020-07-26 07:12:49,301 - mmaction - INFO - Epoch [14][1640/3757] lr: 1.000e-02, eta: 7 days, 11:21:24, time: 1.956, data_time: 0.092, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7414, loss_cls: 2.2272, loss: 2.2272, grad_norm: 5.4324 2020-07-26 07:13:28,666 - mmaction - INFO - Epoch [14][1660/3757] lr: 1.000e-02, eta: 7 days, 11:20:41, time: 1.959, data_time: 0.044, memory: 5170, top1_acc: 0.4422, top5_acc: 0.7219, loss_cls: 2.3456, loss: 2.3456, grad_norm: 5.6410 2020-07-26 07:14:11,618 - mmaction - INFO - Epoch [14][1680/3757] lr: 1.000e-02, eta: 7 days, 11:20:23, time: 2.154, data_time: 0.011, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7148, loss_cls: 2.3652, loss: 2.3652, grad_norm: 5.6392 2020-07-26 07:14:53,325 - mmaction - INFO - Epoch [14][1700/3757] lr: 1.000e-02, eta: 7 days, 11:19:55, time: 2.079, data_time: 0.004, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7289, loss_cls: 2.2912, loss: 2.2912, grad_norm: 5.4039 2020-07-26 07:15:29,624 - mmaction - INFO - Epoch [14][1720/3757] lr: 1.000e-02, eta: 7 days, 11:18:55, time: 1.820, data_time: 0.011, memory: 5170, top1_acc: 0.4562, top5_acc: 0.6992, loss_cls: 2.4033, loss: 2.4033, grad_norm: 5.6650 2020-07-26 07:16:07,350 - mmaction - INFO - Epoch [14][1740/3757] lr: 1.000e-02, eta: 7 days, 11:18:02, time: 1.886, data_time: 0.016, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7031, loss_cls: 2.3547, loss: 2.3547, grad_norm: 5.5832 2020-07-26 07:16:46,566 - mmaction - INFO - Epoch [14][1760/3757] lr: 1.000e-02, eta: 7 days, 11:17:19, time: 1.963, data_time: 0.008, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7289, loss_cls: 2.2990, loss: 2.2990, grad_norm: 5.5708 2020-07-26 07:17:25,491 - mmaction - INFO - Epoch [14][1780/3757] lr: 1.000e-02, eta: 7 days, 11:16:34, time: 1.941, data_time: 0.090, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7180, loss_cls: 2.2805, loss: 2.2805, grad_norm: 5.4929 2020-07-26 07:18:08,838 - mmaction - INFO - Epoch [14][1800/3757] lr: 1.000e-02, eta: 7 days, 11:16:18, time: 2.172, data_time: 0.010, memory: 5170, top1_acc: 0.4414, top5_acc: 0.7008, loss_cls: 2.3923, loss: 2.3923, grad_norm: 5.6325 2020-07-26 07:18:39,555 - mmaction - INFO - Epoch [14][1820/3757] lr: 1.000e-02, eta: 7 days, 11:14:41, time: 1.535, data_time: 0.004, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7133, loss_cls: 2.3219, loss: 2.3219, grad_norm: 5.4494 2020-07-26 07:19:18,254 - mmaction - INFO - Epoch [14][1840/3757] lr: 1.000e-02, eta: 7 days, 11:13:55, time: 1.936, data_time: 0.009, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7523, loss_cls: 2.2138, loss: 2.2138, grad_norm: 5.4109 2020-07-26 07:19:57,300 - mmaction - INFO - Epoch [14][1860/3757] lr: 1.000e-02, eta: 7 days, 11:13:11, time: 1.952, data_time: 0.004, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7266, loss_cls: 2.2477, loss: 2.2477, grad_norm: 5.4886 2020-07-26 07:20:37,555 - mmaction - INFO - Epoch [14][1880/3757] lr: 1.000e-02, eta: 7 days, 11:12:34, time: 2.006, data_time: 0.009, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7203, loss_cls: 2.1830, loss: 2.1830, grad_norm: 5.3781 2020-07-26 07:21:14,177 - mmaction - INFO - Epoch [14][1900/3757] lr: 1.000e-02, eta: 7 days, 11:11:35, time: 1.837, data_time: 0.010, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7320, loss_cls: 2.2428, loss: 2.2428, grad_norm: 5.6188 2020-07-26 07:21:54,827 - mmaction - INFO - Epoch [14][1920/3757] lr: 1.000e-02, eta: 7 days, 11:11:01, time: 2.026, data_time: 0.010, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7047, loss_cls: 2.3885, loss: 2.3885, grad_norm: 5.5504 2020-07-26 07:22:33,748 - mmaction - INFO - Epoch [14][1940/3757] lr: 1.000e-02, eta: 7 days, 11:10:17, time: 1.953, data_time: 0.011, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7234, loss_cls: 2.3130, loss: 2.3130, grad_norm: 5.4490 2020-07-26 07:23:13,146 - mmaction - INFO - Epoch [14][1960/3757] lr: 1.000e-02, eta: 7 days, 11:09:34, time: 1.964, data_time: 0.009, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7055, loss_cls: 2.2951, loss: 2.2951, grad_norm: 5.4194 2020-07-26 07:23:52,196 - mmaction - INFO - Epoch [14][1980/3757] lr: 1.000e-02, eta: 7 days, 11:08:51, time: 1.959, data_time: 0.009, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7406, loss_cls: 2.2076, loss: 2.2076, grad_norm: 5.4046 2020-07-26 07:24:31,213 - mmaction - INFO - Epoch [14][2000/3757] lr: 1.000e-02, eta: 7 days, 11:08:07, time: 1.951, data_time: 0.008, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7312, loss_cls: 2.2502, loss: 2.2502, grad_norm: 5.4764 2020-07-26 07:25:08,644 - mmaction - INFO - Epoch [14][2020/3757] lr: 1.000e-02, eta: 7 days, 11:07:13, time: 1.870, data_time: 0.003, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7453, loss_cls: 2.0959, loss: 2.0959, grad_norm: 5.2699 2020-07-26 07:25:51,244 - mmaction - INFO - Epoch [14][2040/3757] lr: 1.000e-02, eta: 7 days, 11:06:51, time: 2.127, data_time: 0.164, memory: 5170, top1_acc: 0.4578, top5_acc: 0.6992, loss_cls: 2.3774, loss: 2.3774, grad_norm: 5.7006 2020-07-26 07:26:29,065 - mmaction - INFO - Epoch [14][2060/3757] lr: 1.000e-02, eta: 7 days, 11:05:59, time: 1.888, data_time: 0.263, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7070, loss_cls: 2.4071, loss: 2.4071, grad_norm: 5.6550 2020-07-26 07:27:12,498 - mmaction - INFO - Epoch [14][2080/3757] lr: 1.000e-02, eta: 7 days, 11:05:44, time: 2.180, data_time: 0.446, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7078, loss_cls: 2.3326, loss: 2.3326, grad_norm: 5.4590 2020-07-26 07:27:46,550 - mmaction - INFO - Epoch [14][2100/3757] lr: 1.000e-02, eta: 7 days, 11:04:28, time: 1.701, data_time: 0.293, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7109, loss_cls: 2.3551, loss: 2.3551, grad_norm: 5.4030 2020-07-26 07:28:22,031 - mmaction - INFO - Epoch [14][2120/3757] lr: 1.000e-02, eta: 7 days, 11:03:22, time: 1.775, data_time: 0.091, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7008, loss_cls: 2.3786, loss: 2.3786, grad_norm: 5.5985 2020-07-26 07:29:02,415 - mmaction - INFO - Epoch [14][2140/3757] lr: 1.000e-02, eta: 7 days, 11:02:46, time: 2.013, data_time: 0.083, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7273, loss_cls: 2.2872, loss: 2.2872, grad_norm: 5.4705 2020-07-26 07:29:42,983 - mmaction - INFO - Epoch [14][2160/3757] lr: 1.000e-02, eta: 7 days, 11:02:13, time: 2.035, data_time: 0.083, memory: 5170, top1_acc: 0.4555, top5_acc: 0.6898, loss_cls: 2.4020, loss: 2.4020, grad_norm: 5.6118 2020-07-26 07:30:22,076 - mmaction - INFO - Epoch [14][2180/3757] lr: 1.000e-02, eta: 7 days, 11:01:28, time: 1.950, data_time: 0.030, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7078, loss_cls: 2.3303, loss: 2.3303, grad_norm: 5.4540 2020-07-26 07:31:02,607 - mmaction - INFO - Epoch [14][2200/3757] lr: 1.000e-02, eta: 7 days, 11:00:54, time: 2.030, data_time: 0.010, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7164, loss_cls: 2.2790, loss: 2.2790, grad_norm: 5.4415 2020-07-26 07:31:42,674 - mmaction - INFO - Epoch [14][2220/3757] lr: 1.000e-02, eta: 7 days, 11:00:17, time: 2.004, data_time: 0.008, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7000, loss_cls: 2.3773, loss: 2.3773, grad_norm: 5.6252 2020-07-26 07:32:20,636 - mmaction - INFO - Epoch [14][2240/3757] lr: 1.000e-02, eta: 7 days, 10:59:26, time: 1.894, data_time: 0.008, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7289, loss_cls: 2.2909, loss: 2.2909, grad_norm: 5.4705 2020-07-26 07:33:00,553 - mmaction - INFO - Epoch [14][2260/3757] lr: 1.000e-02, eta: 7 days, 10:58:47, time: 1.993, data_time: 0.006, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7320, loss_cls: 2.2988, loss: 2.2988, grad_norm: 5.5093 2020-07-26 07:33:38,297 - mmaction - INFO - Epoch [14][2280/3757] lr: 1.000e-02, eta: 7 days, 10:57:56, time: 1.894, data_time: 0.066, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7125, loss_cls: 2.2727, loss: 2.2727, grad_norm: 5.3316 2020-07-26 07:34:16,193 - mmaction - INFO - Epoch [14][2300/3757] lr: 1.000e-02, eta: 7 days, 10:57:04, time: 1.887, data_time: 0.014, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7406, loss_cls: 2.2357, loss: 2.2357, grad_norm: 5.5571 2020-07-26 07:34:53,434 - mmaction - INFO - Epoch [14][2320/3757] lr: 1.000e-02, eta: 7 days, 10:56:09, time: 1.869, data_time: 0.014, memory: 5170, top1_acc: 0.4469, top5_acc: 0.7055, loss_cls: 2.3716, loss: 2.3716, grad_norm: 5.5342 2020-07-26 07:35:34,306 - mmaction - INFO - Epoch [14][2340/3757] lr: 1.000e-02, eta: 7 days, 10:55:37, time: 2.044, data_time: 0.008, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7219, loss_cls: 2.3195, loss: 2.3195, grad_norm: 5.6734 2020-07-26 07:36:15,257 - mmaction - INFO - Epoch [14][2360/3757] lr: 1.000e-02, eta: 7 days, 10:55:05, time: 2.048, data_time: 0.003, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7375, loss_cls: 2.2407, loss: 2.2407, grad_norm: 5.5061 2020-07-26 07:36:54,379 - mmaction - INFO - Epoch [14][2380/3757] lr: 1.000e-02, eta: 7 days, 10:54:21, time: 1.950, data_time: 0.007, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7109, loss_cls: 2.3503, loss: 2.3503, grad_norm: 5.5871 2020-07-26 07:37:32,940 - mmaction - INFO - Epoch [14][2400/3757] lr: 1.000e-02, eta: 7 days, 10:53:35, time: 1.933, data_time: 0.009, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7188, loss_cls: 2.3051, loss: 2.3051, grad_norm: 5.5933 2020-07-26 07:38:14,312 - mmaction - INFO - Epoch [14][2420/3757] lr: 1.000e-02, eta: 7 days, 10:53:06, time: 2.070, data_time: 0.011, memory: 5170, top1_acc: 0.4484, top5_acc: 0.6984, loss_cls: 2.3783, loss: 2.3783, grad_norm: 5.4517 2020-07-26 07:38:54,261 - mmaction - INFO - Epoch [14][2440/3757] lr: 1.000e-02, eta: 7 days, 10:52:28, time: 1.995, data_time: 0.049, memory: 5170, top1_acc: 0.4469, top5_acc: 0.7102, loss_cls: 2.3707, loss: 2.3707, grad_norm: 5.5895 2020-07-26 07:39:35,501 - mmaction - INFO - Epoch [14][2460/3757] lr: 1.000e-02, eta: 7 days, 10:51:58, time: 2.064, data_time: 0.011, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7047, loss_cls: 2.3353, loss: 2.3353, grad_norm: 5.4629 2020-07-26 07:40:11,959 - mmaction - INFO - Epoch [14][2480/3757] lr: 1.000e-02, eta: 7 days, 10:50:57, time: 1.818, data_time: 0.003, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7102, loss_cls: 2.3773, loss: 2.3773, grad_norm: 5.4979 2020-07-26 07:40:52,238 - mmaction - INFO - Epoch [14][2500/3757] lr: 1.000e-02, eta: 7 days, 10:50:21, time: 2.016, data_time: 0.007, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7211, loss_cls: 2.2745, loss: 2.2745, grad_norm: 5.6224 2020-07-26 07:41:31,924 - mmaction - INFO - Epoch [14][2520/3757] lr: 1.000e-02, eta: 7 days, 10:49:42, time: 1.985, data_time: 0.011, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7375, loss_cls: 2.2423, loss: 2.2423, grad_norm: 5.6205 2020-07-26 07:42:12,480 - mmaction - INFO - Epoch [14][2540/3757] lr: 1.000e-02, eta: 7 days, 10:49:08, time: 2.029, data_time: 0.011, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7156, loss_cls: 2.3455, loss: 2.3455, grad_norm: 5.4466 2020-07-26 07:42:49,992 - mmaction - INFO - Epoch [14][2560/3757] lr: 1.000e-02, eta: 7 days, 10:48:14, time: 1.877, data_time: 0.005, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7211, loss_cls: 2.2882, loss: 2.2882, grad_norm: 5.4102 2020-07-26 07:43:28,072 - mmaction - INFO - Epoch [14][2580/3757] lr: 1.000e-02, eta: 7 days, 10:47:24, time: 1.904, data_time: 0.003, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7281, loss_cls: 2.3170, loss: 2.3170, grad_norm: 5.4992 2020-07-26 07:44:07,297 - mmaction - INFO - Epoch [14][2600/3757] lr: 1.000e-02, eta: 7 days, 10:46:42, time: 1.962, data_time: 0.009, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7258, loss_cls: 2.2679, loss: 2.2679, grad_norm: 5.5804 2020-07-26 07:44:48,702 - mmaction - INFO - Epoch [14][2620/3757] lr: 1.000e-02, eta: 7 days, 10:46:13, time: 2.070, data_time: 0.003, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7258, loss_cls: 2.2944, loss: 2.2944, grad_norm: 5.5071 2020-07-26 07:45:24,053 - mmaction - INFO - Epoch [14][2640/3757] lr: 1.000e-02, eta: 7 days, 10:45:06, time: 1.768, data_time: 0.009, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7430, loss_cls: 2.2394, loss: 2.2394, grad_norm: 5.5403 2020-07-26 07:46:02,063 - mmaction - INFO - Epoch [14][2660/3757] lr: 1.000e-02, eta: 7 days, 10:44:15, time: 1.899, data_time: 0.002, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7352, loss_cls: 2.2887, loss: 2.2887, grad_norm: 5.5286 2020-07-26 07:46:41,508 - mmaction - INFO - Epoch [14][2680/3757] lr: 1.000e-02, eta: 7 days, 10:43:34, time: 1.972, data_time: 0.178, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7430, loss_cls: 2.2014, loss: 2.2014, grad_norm: 5.3843 2020-07-26 07:47:20,950 - mmaction - INFO - Epoch [14][2700/3757] lr: 1.000e-02, eta: 7 days, 10:42:52, time: 1.965, data_time: 0.008, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7227, loss_cls: 2.2504, loss: 2.2504, grad_norm: 5.6426 2020-07-26 07:47:59,076 - mmaction - INFO - Epoch [14][2720/3757] lr: 1.000e-02, eta: 7 days, 10:42:03, time: 1.912, data_time: 0.246, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7086, loss_cls: 2.3103, loss: 2.3103, grad_norm: 5.4887 2020-07-26 07:48:39,005 - mmaction - INFO - Epoch [14][2740/3757] lr: 1.000e-02, eta: 7 days, 10:41:24, time: 1.992, data_time: 0.283, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7266, loss_cls: 2.2328, loss: 2.2328, grad_norm: 5.4932 2020-07-26 07:49:16,494 - mmaction - INFO - Epoch [14][2760/3757] lr: 1.000e-02, eta: 7 days, 10:40:31, time: 1.881, data_time: 1.113, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7055, loss_cls: 2.3878, loss: 2.3878, grad_norm: 5.5857 2020-07-26 07:49:57,574 - mmaction - INFO - Epoch [14][2780/3757] lr: 1.000e-02, eta: 7 days, 10:40:00, time: 2.049, data_time: 1.483, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7047, loss_cls: 2.3534, loss: 2.3534, grad_norm: 5.5108 2020-07-26 07:50:31,815 - mmaction - INFO - Epoch [14][2800/3757] lr: 1.000e-02, eta: 7 days, 10:38:47, time: 1.718, data_time: 1.038, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7070, loss_cls: 2.3277, loss: 2.3277, grad_norm: 5.4203 2020-07-26 07:51:12,843 - mmaction - INFO - Epoch [14][2820/3757] lr: 1.000e-02, eta: 7 days, 10:38:14, time: 2.044, data_time: 0.775, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7133, loss_cls: 2.3196, loss: 2.3196, grad_norm: 5.4224 2020-07-26 07:51:55,019 - mmaction - INFO - Epoch [14][2840/3757] lr: 1.000e-02, eta: 7 days, 10:37:50, time: 2.108, data_time: 0.434, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7031, loss_cls: 2.3637, loss: 2.3637, grad_norm: 5.4914 2020-07-26 07:52:31,030 - mmaction - INFO - Epoch [14][2860/3757] lr: 1.000e-02, eta: 7 days, 10:36:48, time: 1.807, data_time: 0.602, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7102, loss_cls: 2.3357, loss: 2.3357, grad_norm: 5.3869 2020-07-26 07:53:13,826 - mmaction - INFO - Epoch [14][2880/3757] lr: 1.000e-02, eta: 7 days, 10:36:27, time: 2.134, data_time: 0.457, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7328, loss_cls: 2.2949, loss: 2.2949, grad_norm: 5.3548 2020-07-26 07:53:52,532 - mmaction - INFO - Epoch [14][2900/3757] lr: 1.000e-02, eta: 7 days, 10:35:42, time: 1.939, data_time: 0.009, memory: 5170, top1_acc: 0.4500, top5_acc: 0.7047, loss_cls: 2.3896, loss: 2.3896, grad_norm: 5.5819 2020-07-26 07:54:29,022 - mmaction - INFO - Epoch [14][2920/3757] lr: 1.000e-02, eta: 7 days, 10:34:42, time: 1.827, data_time: 0.219, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7188, loss_cls: 2.3347, loss: 2.3347, grad_norm: 5.5956 2020-07-26 07:55:04,882 - mmaction - INFO - Epoch [14][2940/3757] lr: 1.000e-02, eta: 7 days, 10:33:39, time: 1.793, data_time: 0.195, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7078, loss_cls: 2.3856, loss: 2.3856, grad_norm: 5.6087 2020-07-26 07:55:46,622 - mmaction - INFO - Epoch [14][2960/3757] lr: 1.000e-02, eta: 7 days, 10:33:12, time: 2.087, data_time: 0.034, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7234, loss_cls: 2.2669, loss: 2.2669, grad_norm: 5.3472 2020-07-26 07:56:27,055 - mmaction - INFO - Epoch [14][2980/3757] lr: 1.000e-02, eta: 7 days, 10:32:36, time: 2.016, data_time: 0.010, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7117, loss_cls: 2.3306, loss: 2.3306, grad_norm: 5.4934 2020-07-26 07:57:08,247 - mmaction - INFO - Epoch [14][3000/3757] lr: 1.000e-02, eta: 7 days, 10:32:06, time: 2.065, data_time: 0.170, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7156, loss_cls: 2.3665, loss: 2.3665, grad_norm: 5.5252 2020-07-26 07:57:46,959 - mmaction - INFO - Epoch [14][3020/3757] lr: 1.000e-02, eta: 7 days, 10:31:20, time: 1.930, data_time: 0.008, memory: 5170, top1_acc: 0.4688, top5_acc: 0.6953, loss_cls: 2.3617, loss: 2.3617, grad_norm: 5.3170 2020-07-26 07:58:22,935 - mmaction - INFO - Epoch [14][3040/3757] lr: 1.000e-02, eta: 7 days, 10:30:18, time: 1.805, data_time: 0.009, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7023, loss_cls: 2.3423, loss: 2.3423, grad_norm: 5.3705 2020-07-26 07:59:05,071 - mmaction - INFO - Epoch [14][3060/3757] lr: 1.000e-02, eta: 7 days, 10:29:53, time: 2.103, data_time: 0.006, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7203, loss_cls: 2.3728, loss: 2.3728, grad_norm: 5.4815 2020-07-26 07:59:43,614 - mmaction - INFO - Epoch [14][3080/3757] lr: 1.000e-02, eta: 7 days, 10:29:06, time: 1.930, data_time: 0.007, memory: 5170, top1_acc: 0.4453, top5_acc: 0.7055, loss_cls: 2.4129, loss: 2.4129, grad_norm: 5.6080 2020-07-26 08:00:23,418 - mmaction - INFO - Epoch [14][3100/3757] lr: 1.000e-02, eta: 7 days, 10:28:26, time: 1.976, data_time: 0.289, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7273, loss_cls: 2.2664, loss: 2.2664, grad_norm: 5.4028 2020-07-26 08:01:01,037 - mmaction - INFO - Epoch [14][3120/3757] lr: 1.000e-02, eta: 7 days, 10:27:35, time: 1.893, data_time: 0.084, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7156, loss_cls: 2.2609, loss: 2.2609, grad_norm: 5.5576 2020-07-26 08:01:40,952 - mmaction - INFO - Epoch [14][3140/3757] lr: 1.000e-02, eta: 7 days, 10:26:57, time: 2.000, data_time: 0.009, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7203, loss_cls: 2.3153, loss: 2.3153, grad_norm: 5.6111 2020-07-26 08:02:21,664 - mmaction - INFO - Epoch [14][3160/3757] lr: 1.000e-02, eta: 7 days, 10:26:23, time: 2.035, data_time: 0.008, memory: 5170, top1_acc: 0.4258, top5_acc: 0.6859, loss_cls: 2.4284, loss: 2.4284, grad_norm: 5.5085 2020-07-26 08:03:00,474 - mmaction - INFO - Epoch [14][3180/3757] lr: 1.000e-02, eta: 7 days, 10:25:37, time: 1.931, data_time: 0.008, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7203, loss_cls: 2.3207, loss: 2.3207, grad_norm: 5.4428 2020-07-26 08:03:40,528 - mmaction - INFO - Epoch [14][3200/3757] lr: 1.000e-02, eta: 7 days, 10:25:00, time: 2.010, data_time: 0.013, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7109, loss_cls: 2.3216, loss: 2.3216, grad_norm: 5.5777 2020-07-26 08:04:17,941 - mmaction - INFO - Epoch [14][3220/3757] lr: 1.000e-02, eta: 7 days, 10:24:06, time: 1.866, data_time: 0.011, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7102, loss_cls: 2.3589, loss: 2.3589, grad_norm: 5.6079 2020-07-26 08:04:55,187 - mmaction - INFO - Epoch [14][3240/3757] lr: 1.000e-02, eta: 7 days, 10:23:12, time: 1.869, data_time: 0.019, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7188, loss_cls: 2.3367, loss: 2.3367, grad_norm: 5.5773 2020-07-26 08:05:34,739 - mmaction - INFO - Epoch [14][3260/3757] lr: 1.000e-02, eta: 7 days, 10:22:30, time: 1.969, data_time: 0.008, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7078, loss_cls: 2.4020, loss: 2.4020, grad_norm: 5.4964 2020-07-26 08:06:17,417 - mmaction - INFO - Epoch [14][3280/3757] lr: 1.000e-02, eta: 7 days, 10:22:10, time: 2.143, data_time: 0.260, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7227, loss_cls: 2.3531, loss: 2.3531, grad_norm: 5.4514 2020-07-26 08:06:54,330 - mmaction - INFO - Epoch [14][3300/3757] lr: 1.000e-02, eta: 7 days, 10:21:13, time: 1.846, data_time: 0.027, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7336, loss_cls: 2.1785, loss: 2.1785, grad_norm: 5.2742 2020-07-26 08:07:31,019 - mmaction - INFO - Epoch [14][3320/3757] lr: 1.000e-02, eta: 7 days, 10:20:15, time: 1.830, data_time: 0.020, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7305, loss_cls: 2.2417, loss: 2.2417, grad_norm: 5.3811 2020-07-26 08:08:10,680 - mmaction - INFO - Epoch [14][3340/3757] lr: 1.000e-02, eta: 7 days, 10:19:35, time: 1.986, data_time: 0.314, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7367, loss_cls: 2.2238, loss: 2.2238, grad_norm: 5.4559 2020-07-26 08:08:50,171 - mmaction - INFO - Epoch [14][3360/3757] lr: 1.000e-02, eta: 7 days, 10:18:54, time: 1.968, data_time: 0.666, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7250, loss_cls: 2.2664, loss: 2.2664, grad_norm: 5.5924 2020-07-26 08:09:26,379 - mmaction - INFO - Epoch [14][3380/3757] lr: 1.000e-02, eta: 7 days, 10:17:53, time: 1.818, data_time: 0.038, memory: 5170, top1_acc: 0.4453, top5_acc: 0.6953, loss_cls: 2.3992, loss: 2.3992, grad_norm: 5.6594 2020-07-26 08:10:10,058 - mmaction - INFO - Epoch [14][3400/3757] lr: 1.000e-02, eta: 7 days, 10:17:38, time: 2.182, data_time: 0.235, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7055, loss_cls: 2.3328, loss: 2.3328, grad_norm: 5.5769 2020-07-26 08:10:49,799 - mmaction - INFO - Epoch [14][3420/3757] lr: 1.000e-02, eta: 7 days, 10:16:59, time: 1.986, data_time: 0.077, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7336, loss_cls: 2.2641, loss: 2.2641, grad_norm: 5.4193 2020-07-26 08:11:28,063 - mmaction - INFO - Epoch [14][3440/3757] lr: 1.000e-02, eta: 7 days, 10:16:09, time: 1.908, data_time: 0.010, memory: 5170, top1_acc: 0.4539, top5_acc: 0.7094, loss_cls: 2.3825, loss: 2.3825, grad_norm: 5.5512 2020-07-26 08:12:03,839 - mmaction - INFO - Epoch [14][3460/3757] lr: 1.000e-02, eta: 7 days, 10:15:07, time: 1.797, data_time: 0.010, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7328, loss_cls: 2.2905, loss: 2.2905, grad_norm: 5.4897 2020-07-26 08:12:46,867 - mmaction - INFO - Epoch [14][3480/3757] lr: 1.000e-02, eta: 7 days, 10:14:47, time: 2.150, data_time: 0.406, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7258, loss_cls: 2.2557, loss: 2.2557, grad_norm: 5.4841 2020-07-26 08:13:21,552 - mmaction - INFO - Epoch [14][3500/3757] lr: 1.000e-02, eta: 7 days, 10:13:37, time: 1.735, data_time: 0.004, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7063, loss_cls: 2.3247, loss: 2.3247, grad_norm: 5.4666 2020-07-26 08:13:58,928 - mmaction - INFO - Epoch [14][3520/3757] lr: 1.000e-02, eta: 7 days, 10:12:43, time: 1.866, data_time: 0.009, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7117, loss_cls: 2.3234, loss: 2.3234, grad_norm: 5.3740 2020-07-26 08:14:39,742 - mmaction - INFO - Epoch [14][3540/3757] lr: 1.000e-02, eta: 7 days, 10:12:10, time: 2.040, data_time: 0.009, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7289, loss_cls: 2.2285, loss: 2.2285, grad_norm: 5.3070 2020-07-26 08:15:19,786 - mmaction - INFO - Epoch [14][3560/3757] lr: 1.000e-02, eta: 7 days, 10:11:32, time: 2.002, data_time: 0.013, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7211, loss_cls: 2.3401, loss: 2.3401, grad_norm: 5.5322 2020-07-26 08:15:55,960 - mmaction - INFO - Epoch [14][3580/3757] lr: 1.000e-02, eta: 7 days, 10:10:31, time: 1.808, data_time: 0.019, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7086, loss_cls: 2.2965, loss: 2.2965, grad_norm: 5.3948 2020-07-26 08:16:35,951 - mmaction - INFO - Epoch [14][3600/3757] lr: 1.000e-02, eta: 7 days, 10:09:53, time: 2.003, data_time: 0.148, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7266, loss_cls: 2.3503, loss: 2.3503, grad_norm: 5.5221 2020-07-26 08:17:15,086 - mmaction - INFO - Epoch [14][3620/3757] lr: 1.000e-02, eta: 7 days, 10:09:10, time: 1.956, data_time: 0.244, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7203, loss_cls: 2.2823, loss: 2.2823, grad_norm: 5.3770 2020-07-26 08:17:54,331 - mmaction - INFO - Epoch [14][3640/3757] lr: 1.000e-02, eta: 7 days, 10:08:27, time: 1.956, data_time: 0.156, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7242, loss_cls: 2.2543, loss: 2.2543, grad_norm: 5.3682 2020-07-26 08:18:34,476 - mmaction - INFO - Epoch [14][3660/3757] lr: 1.000e-02, eta: 7 days, 10:07:51, time: 2.013, data_time: 0.187, memory: 5170, top1_acc: 0.4562, top5_acc: 0.7242, loss_cls: 2.2930, loss: 2.2930, grad_norm: 5.5879 2020-07-26 08:19:15,249 - mmaction - INFO - Epoch [14][3680/3757] lr: 1.000e-02, eta: 7 days, 10:07:18, time: 2.035, data_time: 0.074, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7039, loss_cls: 2.4008, loss: 2.4008, grad_norm: 5.7289 2020-07-26 08:19:54,575 - mmaction - INFO - Epoch [14][3700/3757] lr: 1.000e-02, eta: 7 days, 10:06:36, time: 1.972, data_time: 0.017, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7297, loss_cls: 2.2859, loss: 2.2859, grad_norm: 5.5118 2020-07-26 08:20:33,996 - mmaction - INFO - Epoch [14][3720/3757] lr: 1.000e-02, eta: 7 days, 10:05:55, time: 1.968, data_time: 0.007, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7125, loss_cls: 2.3695, loss: 2.3695, grad_norm: 5.5360 2020-07-26 08:21:14,606 - mmaction - INFO - Epoch [14][3740/3757] lr: 1.000e-02, eta: 7 days, 10:05:21, time: 2.032, data_time: 0.010, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7211, loss_cls: 2.2461, loss: 2.2461, grad_norm: 5.4079 2020-07-26 08:21:40,153 - mmaction - INFO - Saving checkpoint at 14 epochs 2020-07-26 08:22:36,103 - mmaction - INFO - Epoch [15][20/3757] lr: 1.000e-02, eta: 7 days, 10:02:15, time: 2.756, data_time: 1.854, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7211, loss_cls: 2.3133, loss: 2.3133, grad_norm: 5.3378 2020-07-26 08:23:12,184 - mmaction - INFO - Epoch [15][40/3757] lr: 1.000e-02, eta: 7 days, 10:01:13, time: 1.803, data_time: 0.631, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7297, loss_cls: 2.2788, loss: 2.2788, grad_norm: 5.5681 2020-07-26 08:23:54,472 - mmaction - INFO - Epoch [15][60/3757] lr: 1.000e-02, eta: 7 days, 10:00:50, time: 2.113, data_time: 0.142, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7289, loss_cls: 2.1958, loss: 2.1958, grad_norm: 5.3129 2020-07-26 08:24:34,729 - mmaction - INFO - Epoch [15][80/3757] lr: 1.000e-02, eta: 7 days, 10:00:14, time: 2.018, data_time: 0.431, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7156, loss_cls: 2.2891, loss: 2.2891, grad_norm: 5.3360 2020-07-26 08:25:10,428 - mmaction - INFO - Epoch [15][100/3757] lr: 1.000e-02, eta: 7 days, 9:59:10, time: 1.784, data_time: 0.005, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7344, loss_cls: 2.2413, loss: 2.2413, grad_norm: 5.3270 2020-07-26 08:25:49,799 - mmaction - INFO - Epoch [15][120/3757] lr: 1.000e-02, eta: 7 days, 9:58:28, time: 1.962, data_time: 0.003, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7195, loss_cls: 2.2937, loss: 2.2937, grad_norm: 5.4973 2020-07-26 08:26:31,054 - mmaction - INFO - Epoch [15][140/3757] lr: 1.000e-02, eta: 7 days, 9:57:58, time: 2.069, data_time: 0.011, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7242, loss_cls: 2.2656, loss: 2.2656, grad_norm: 5.4095 2020-07-26 08:27:11,631 - mmaction - INFO - Epoch [15][160/3757] lr: 1.000e-02, eta: 7 days, 9:57:23, time: 2.024, data_time: 0.010, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7125, loss_cls: 2.3215, loss: 2.3215, grad_norm: 5.5115 2020-07-26 08:27:51,461 - mmaction - INFO - Epoch [15][180/3757] lr: 1.000e-02, eta: 7 days, 9:56:45, time: 1.992, data_time: 0.010, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7250, loss_cls: 2.2291, loss: 2.2291, grad_norm: 5.3776 2020-07-26 08:28:29,097 - mmaction - INFO - Epoch [15][200/3757] lr: 1.000e-02, eta: 7 days, 9:55:52, time: 1.879, data_time: 0.009, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7195, loss_cls: 2.2597, loss: 2.2597, grad_norm: 5.4822 2020-07-26 08:29:07,719 - mmaction - INFO - Epoch [15][220/3757] lr: 1.000e-02, eta: 7 days, 9:55:07, time: 1.940, data_time: 0.013, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7266, loss_cls: 2.2775, loss: 2.2775, grad_norm: 5.5027 2020-07-26 08:29:48,909 - mmaction - INFO - Epoch [15][240/3757] lr: 1.000e-02, eta: 7 days, 9:54:36, time: 2.054, data_time: 0.008, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7312, loss_cls: 2.2627, loss: 2.2627, grad_norm: 5.4389 2020-07-26 08:30:26,142 - mmaction - INFO - Epoch [15][260/3757] lr: 1.000e-02, eta: 7 days, 9:53:42, time: 1.862, data_time: 0.061, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7203, loss_cls: 2.2474, loss: 2.2474, grad_norm: 5.3013 2020-07-26 08:31:07,709 - mmaction - INFO - Epoch [15][280/3757] lr: 1.000e-02, eta: 7 days, 9:53:14, time: 2.081, data_time: 0.010, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7352, loss_cls: 2.1942, loss: 2.1942, grad_norm: 5.2740 2020-07-26 08:31:44,039 - mmaction - INFO - Epoch [15][300/3757] lr: 1.000e-02, eta: 7 days, 9:52:13, time: 1.811, data_time: 0.010, memory: 5170, top1_acc: 0.4492, top5_acc: 0.6945, loss_cls: 2.4478, loss: 2.4478, grad_norm: 5.6285 2020-07-26 08:32:25,680 - mmaction - INFO - Epoch [15][320/3757] lr: 1.000e-02, eta: 7 days, 9:51:46, time: 2.090, data_time: 0.012, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7492, loss_cls: 2.1876, loss: 2.1876, grad_norm: 5.4012 2020-07-26 08:33:08,005 - mmaction - INFO - Epoch [15][340/3757] lr: 1.000e-02, eta: 7 days, 9:51:22, time: 2.109, data_time: 0.009, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7422, loss_cls: 2.2060, loss: 2.2060, grad_norm: 5.5281 2020-07-26 08:33:42,834 - mmaction - INFO - Epoch [15][360/3757] lr: 1.000e-02, eta: 7 days, 9:50:14, time: 1.747, data_time: 0.010, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7219, loss_cls: 2.2848, loss: 2.2848, grad_norm: 5.5212 2020-07-26 08:34:23,535 - mmaction - INFO - Epoch [15][380/3757] lr: 1.000e-02, eta: 7 days, 9:49:40, time: 2.034, data_time: 0.009, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7305, loss_cls: 2.2566, loss: 2.2566, grad_norm: 5.4148 2020-07-26 08:35:02,257 - mmaction - INFO - Epoch [15][400/3757] lr: 1.000e-02, eta: 7 days, 9:48:55, time: 1.937, data_time: 0.005, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7398, loss_cls: 2.2287, loss: 2.2287, grad_norm: 5.6258 2020-07-26 08:35:41,944 - mmaction - INFO - Epoch [15][420/3757] lr: 1.000e-02, eta: 7 days, 9:48:15, time: 1.986, data_time: 0.004, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7273, loss_cls: 2.2745, loss: 2.2745, grad_norm: 5.4844 2020-07-26 08:36:20,542 - mmaction - INFO - Epoch [15][440/3757] lr: 1.000e-02, eta: 7 days, 9:47:28, time: 1.923, data_time: 0.144, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7258, loss_cls: 2.2183, loss: 2.2183, grad_norm: 5.4577 2020-07-26 08:37:01,632 - mmaction - INFO - Epoch [15][460/3757] lr: 1.000e-02, eta: 7 days, 9:46:58, time: 2.059, data_time: 0.197, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7180, loss_cls: 2.2798, loss: 2.2798, grad_norm: 5.5883 2020-07-26 08:37:40,877 - mmaction - INFO - Epoch [15][480/3757] lr: 1.000e-02, eta: 7 days, 9:46:15, time: 1.955, data_time: 0.055, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7086, loss_cls: 2.3396, loss: 2.3396, grad_norm: 5.5270 2020-07-26 08:38:17,978 - mmaction - INFO - Epoch [15][500/3757] lr: 1.000e-02, eta: 7 days, 9:45:19, time: 1.856, data_time: 0.012, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7234, loss_cls: 2.3078, loss: 2.3078, grad_norm: 5.5570 2020-07-26 08:38:57,548 - mmaction - INFO - Epoch [15][520/3757] lr: 1.000e-02, eta: 7 days, 9:44:39, time: 1.979, data_time: 0.010, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7250, loss_cls: 2.2135, loss: 2.2135, grad_norm: 5.3592 2020-07-26 08:39:36,352 - mmaction - INFO - Epoch [15][540/3757] lr: 1.000e-02, eta: 7 days, 9:43:55, time: 1.943, data_time: 0.010, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7281, loss_cls: 2.2555, loss: 2.2555, grad_norm: 5.4427 2020-07-26 08:40:17,348 - mmaction - INFO - Epoch [15][560/3757] lr: 1.000e-02, eta: 7 days, 9:43:23, time: 2.048, data_time: 0.013, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7305, loss_cls: 2.2522, loss: 2.2522, grad_norm: 5.5577 2020-07-26 08:40:56,517 - mmaction - INFO - Epoch [15][580/3757] lr: 1.000e-02, eta: 7 days, 9:42:41, time: 1.964, data_time: 0.009, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7242, loss_cls: 2.2576, loss: 2.2576, grad_norm: 5.4899 2020-07-26 08:41:37,327 - mmaction - INFO - Epoch [15][600/3757] lr: 1.000e-02, eta: 7 days, 9:42:07, time: 2.035, data_time: 0.034, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7234, loss_cls: 2.2591, loss: 2.2591, grad_norm: 5.7176 2020-07-26 08:42:15,795 - mmaction - INFO - Epoch [15][620/3757] lr: 1.000e-02, eta: 7 days, 9:41:21, time: 1.930, data_time: 0.010, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7281, loss_cls: 2.2206, loss: 2.2206, grad_norm: 5.4431 2020-07-26 08:42:54,584 - mmaction - INFO - Epoch [15][640/3757] lr: 1.000e-02, eta: 7 days, 9:40:36, time: 1.939, data_time: 0.039, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7273, loss_cls: 2.2169, loss: 2.2169, grad_norm: 5.3757 2020-07-26 08:43:35,088 - mmaction - INFO - Epoch [15][660/3757] lr: 1.000e-02, eta: 7 days, 9:40:00, time: 2.018, data_time: 0.637, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7172, loss_cls: 2.2799, loss: 2.2799, grad_norm: 5.5731 2020-07-26 08:44:15,216 - mmaction - INFO - Epoch [15][680/3757] lr: 1.000e-02, eta: 7 days, 9:39:24, time: 2.012, data_time: 0.134, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7297, loss_cls: 2.2593, loss: 2.2593, grad_norm: 5.5580 2020-07-26 08:44:50,177 - mmaction - INFO - Epoch [15][700/3757] lr: 1.000e-02, eta: 7 days, 9:38:16, time: 1.750, data_time: 0.006, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7258, loss_cls: 2.2844, loss: 2.2844, grad_norm: 5.4942 2020-07-26 08:45:31,177 - mmaction - INFO - Epoch [15][720/3757] lr: 1.000e-02, eta: 7 days, 9:37:44, time: 2.045, data_time: 0.717, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7430, loss_cls: 2.1860, loss: 2.1860, grad_norm: 5.4977 2020-07-26 08:46:10,656 - mmaction - INFO - Epoch [15][740/3757] lr: 1.000e-02, eta: 7 days, 9:37:03, time: 1.977, data_time: 1.376, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7125, loss_cls: 2.3339, loss: 2.3339, grad_norm: 5.4693 2020-07-26 08:46:44,376 - mmaction - INFO - Epoch [15][760/3757] lr: 1.000e-02, eta: 7 days, 9:35:47, time: 1.682, data_time: 0.787, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7148, loss_cls: 2.2884, loss: 2.2884, grad_norm: 5.4892 2020-07-26 08:47:27,040 - mmaction - INFO - Epoch [15][780/3757] lr: 1.000e-02, eta: 7 days, 9:35:26, time: 2.138, data_time: 0.009, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7484, loss_cls: 2.2108, loss: 2.2108, grad_norm: 5.5638 2020-07-26 08:48:04,638 - mmaction - INFO - Epoch [15][800/3757] lr: 1.000e-02, eta: 7 days, 9:34:33, time: 1.872, data_time: 0.009, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7508, loss_cls: 2.1410, loss: 2.1410, grad_norm: 5.4749 2020-07-26 08:48:45,051 - mmaction - INFO - Epoch [15][820/3757] lr: 1.000e-02, eta: 7 days, 9:33:59, time: 2.029, data_time: 0.012, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7156, loss_cls: 2.3101, loss: 2.3101, grad_norm: 5.5590 2020-07-26 08:49:22,446 - mmaction - INFO - Epoch [15][840/3757] lr: 1.000e-02, eta: 7 days, 9:33:05, time: 1.864, data_time: 0.009, memory: 5170, top1_acc: 0.4500, top5_acc: 0.7188, loss_cls: 2.3545, loss: 2.3545, grad_norm: 5.6502 2020-07-26 08:50:01,057 - mmaction - INFO - Epoch [15][860/3757] lr: 1.000e-02, eta: 7 days, 9:32:20, time: 1.936, data_time: 0.009, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7109, loss_cls: 2.2699, loss: 2.2699, grad_norm: 5.4410 2020-07-26 08:50:39,870 - mmaction - INFO - Epoch [15][880/3757] lr: 1.000e-02, eta: 7 days, 9:31:35, time: 1.937, data_time: 0.008, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7078, loss_cls: 2.3604, loss: 2.3604, grad_norm: 5.6220 2020-07-26 08:51:20,698 - mmaction - INFO - Epoch [15][900/3757] lr: 1.000e-02, eta: 7 days, 9:31:02, time: 2.045, data_time: 0.072, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7148, loss_cls: 2.3355, loss: 2.3355, grad_norm: 5.5922 2020-07-26 08:51:58,578 - mmaction - INFO - Epoch [15][920/3757] lr: 1.000e-02, eta: 7 days, 9:30:11, time: 1.887, data_time: 0.086, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7281, loss_cls: 2.3035, loss: 2.3035, grad_norm: 5.5681 2020-07-26 08:52:42,914 - mmaction - INFO - Epoch [15][940/3757] lr: 1.000e-02, eta: 7 days, 9:29:59, time: 2.215, data_time: 1.350, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7195, loss_cls: 2.2724, loss: 2.2724, grad_norm: 5.4849 2020-07-26 08:53:18,923 - mmaction - INFO - Epoch [15][960/3757] lr: 1.000e-02, eta: 7 days, 9:28:58, time: 1.805, data_time: 1.153, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7258, loss_cls: 2.2296, loss: 2.2296, grad_norm: 5.4710 2020-07-26 08:53:59,161 - mmaction - INFO - Epoch [15][980/3757] lr: 1.000e-02, eta: 7 days, 9:28:22, time: 2.015, data_time: 1.434, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7125, loss_cls: 2.2435, loss: 2.2435, grad_norm: 5.4107 2020-07-26 08:54:39,122 - mmaction - INFO - Epoch [15][1000/3757] lr: 1.000e-02, eta: 7 days, 9:27:43, time: 1.989, data_time: 1.415, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7164, loss_cls: 2.3858, loss: 2.3858, grad_norm: 5.4846 2020-07-26 08:55:19,218 - mmaction - INFO - Epoch [15][1020/3757] lr: 1.000e-02, eta: 7 days, 9:27:07, time: 2.011, data_time: 1.355, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7086, loss_cls: 2.2656, loss: 2.2656, grad_norm: 5.2712 2020-07-26 08:55:53,093 - mmaction - INFO - Epoch [15][1040/3757] lr: 1.000e-02, eta: 7 days, 9:25:53, time: 1.695, data_time: 0.324, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7391, loss_cls: 2.1726, loss: 2.1726, grad_norm: 5.2533 2020-07-26 08:56:33,634 - mmaction - INFO - Epoch [15][1060/3757] lr: 1.000e-02, eta: 7 days, 9:25:17, time: 2.021, data_time: 0.007, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7266, loss_cls: 2.2900, loss: 2.2900, grad_norm: 5.4837 2020-07-26 08:57:12,046 - mmaction - INFO - Epoch [15][1080/3757] lr: 1.000e-02, eta: 7 days, 9:24:31, time: 1.929, data_time: 0.010, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7305, loss_cls: 2.2371, loss: 2.2371, grad_norm: 5.4062 2020-07-26 08:57:50,263 - mmaction - INFO - Epoch [15][1100/3757] lr: 1.000e-02, eta: 7 days, 9:23:42, time: 1.902, data_time: 0.023, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7266, loss_cls: 2.2685, loss: 2.2685, grad_norm: 5.4619 2020-07-26 08:58:29,059 - mmaction - INFO - Epoch [15][1120/3757] lr: 1.000e-02, eta: 7 days, 9:22:58, time: 1.948, data_time: 0.020, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7375, loss_cls: 2.2447, loss: 2.2447, grad_norm: 5.5784 2020-07-26 08:59:12,207 - mmaction - INFO - Epoch [15][1140/3757] lr: 1.000e-02, eta: 7 days, 9:22:39, time: 2.153, data_time: 0.008, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7047, loss_cls: 2.3033, loss: 2.3033, grad_norm: 5.6661 2020-07-26 08:59:46,974 - mmaction - INFO - Epoch [15][1160/3757] lr: 1.000e-02, eta: 7 days, 9:21:29, time: 1.737, data_time: 0.011, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7188, loss_cls: 2.2328, loss: 2.2328, grad_norm: 5.5328 2020-07-26 09:00:26,774 - mmaction - INFO - Epoch [15][1180/3757] lr: 1.000e-02, eta: 7 days, 9:20:50, time: 1.983, data_time: 0.064, memory: 5170, top1_acc: 0.4477, top5_acc: 0.7078, loss_cls: 2.3792, loss: 2.3792, grad_norm: 5.5392 2020-07-26 09:01:06,113 - mmaction - INFO - Epoch [15][1200/3757] lr: 1.000e-02, eta: 7 days, 9:20:10, time: 1.979, data_time: 0.028, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7328, loss_cls: 2.2660, loss: 2.2660, grad_norm: 5.4474 2020-07-26 09:01:46,044 - mmaction - INFO - Epoch [15][1220/3757] lr: 1.000e-02, eta: 7 days, 9:19:31, time: 1.991, data_time: 0.008, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7266, loss_cls: 2.2763, loss: 2.2763, grad_norm: 5.4551 2020-07-26 09:02:25,097 - mmaction - INFO - Epoch [15][1240/3757] lr: 1.000e-02, eta: 7 days, 9:18:48, time: 1.957, data_time: 0.009, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7188, loss_cls: 2.3512, loss: 2.3512, grad_norm: 5.5467 2020-07-26 09:02:58,322 - mmaction - INFO - Epoch [15][1260/3757] lr: 1.000e-02, eta: 7 days, 9:17:30, time: 1.662, data_time: 0.027, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7109, loss_cls: 2.2923, loss: 2.2923, grad_norm: 5.5487 2020-07-26 09:03:38,361 - mmaction - INFO - Epoch [15][1280/3757] lr: 1.000e-02, eta: 7 days, 9:16:52, time: 1.997, data_time: 0.010, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7414, loss_cls: 2.1710, loss: 2.1710, grad_norm: 5.3951 2020-07-26 09:04:17,505 - mmaction - INFO - Epoch [15][1300/3757] lr: 1.000e-02, eta: 7 days, 9:16:10, time: 1.964, data_time: 0.019, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7188, loss_cls: 2.3375, loss: 2.3375, grad_norm: 5.4886 2020-07-26 09:04:55,171 - mmaction - INFO - Epoch [15][1320/3757] lr: 1.000e-02, eta: 7 days, 9:15:18, time: 1.883, data_time: 0.003, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7383, loss_cls: 2.2259, loss: 2.2259, grad_norm: 5.5143 2020-07-26 09:05:34,625 - mmaction - INFO - Epoch [15][1340/3757] lr: 1.000e-02, eta: 7 days, 9:14:37, time: 1.972, data_time: 0.009, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7164, loss_cls: 2.2771, loss: 2.2771, grad_norm: 5.6023 2020-07-26 09:06:13,712 - mmaction - INFO - Epoch [15][1360/3757] lr: 1.000e-02, eta: 7 days, 9:13:54, time: 1.954, data_time: 0.004, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7453, loss_cls: 2.2057, loss: 2.2057, grad_norm: 5.4012 2020-07-26 09:06:50,823 - mmaction - INFO - Epoch [15][1380/3757] lr: 1.000e-02, eta: 7 days, 9:12:59, time: 1.856, data_time: 0.009, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7258, loss_cls: 2.3229, loss: 2.3229, grad_norm: 5.6468 2020-07-26 09:07:30,896 - mmaction - INFO - Epoch [15][1400/3757] lr: 1.000e-02, eta: 7 days, 9:12:22, time: 2.001, data_time: 0.009, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7328, loss_cls: 2.2276, loss: 2.2276, grad_norm: 5.5334 2020-07-26 09:08:08,469 - mmaction - INFO - Epoch [15][1420/3757] lr: 1.000e-02, eta: 7 days, 9:11:30, time: 1.882, data_time: 0.007, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7359, loss_cls: 2.2718, loss: 2.2718, grad_norm: 5.3520 2020-07-26 09:08:46,932 - mmaction - INFO - Epoch [15][1440/3757] lr: 1.000e-02, eta: 7 days, 9:10:42, time: 1.914, data_time: 0.009, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7250, loss_cls: 2.2374, loss: 2.2374, grad_norm: 5.3388 2020-07-26 09:09:27,068 - mmaction - INFO - Epoch [15][1460/3757] lr: 1.000e-02, eta: 7 days, 9:10:06, time: 2.015, data_time: 0.013, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7328, loss_cls: 2.2377, loss: 2.2377, grad_norm: 5.3980 2020-07-26 09:10:04,952 - mmaction - INFO - Epoch [15][1480/3757] lr: 1.000e-02, eta: 7 days, 9:09:16, time: 1.894, data_time: 0.419, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7320, loss_cls: 2.2447, loss: 2.2447, grad_norm: 5.5285 2020-07-26 09:10:45,070 - mmaction - INFO - Epoch [15][1500/3757] lr: 1.000e-02, eta: 7 days, 9:08:39, time: 2.005, data_time: 0.272, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7305, loss_cls: 2.2379, loss: 2.2379, grad_norm: 5.5197 2020-07-26 09:11:26,199 - mmaction - INFO - Epoch [15][1520/3757] lr: 1.000e-02, eta: 7 days, 9:08:09, time: 2.059, data_time: 0.088, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7047, loss_cls: 2.3066, loss: 2.3066, grad_norm: 5.6388 2020-07-26 09:12:03,841 - mmaction - INFO - Epoch [15][1540/3757] lr: 1.000e-02, eta: 7 days, 9:07:17, time: 1.880, data_time: 0.002, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7297, loss_cls: 2.2352, loss: 2.2352, grad_norm: 5.4741 2020-07-26 09:12:40,298 - mmaction - INFO - Epoch [15][1560/3757] lr: 1.000e-02, eta: 7 days, 9:06:18, time: 1.821, data_time: 0.009, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7180, loss_cls: 2.2758, loss: 2.2758, grad_norm: 5.3445 2020-07-26 09:13:23,918 - mmaction - INFO - Epoch [15][1580/3757] lr: 1.000e-02, eta: 7 days, 9:06:02, time: 2.183, data_time: 0.091, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 2.2897, loss: 2.2897, grad_norm: 5.4293 2020-07-26 09:14:01,911 - mmaction - INFO - Epoch [15][1600/3757] lr: 1.000e-02, eta: 7 days, 9:05:13, time: 1.902, data_time: 0.502, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7242, loss_cls: 2.2281, loss: 2.2281, grad_norm: 5.3444 2020-07-26 09:14:44,065 - mmaction - INFO - Epoch [15][1620/3757] lr: 1.000e-02, eta: 7 days, 9:04:48, time: 2.107, data_time: 0.182, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7086, loss_cls: 2.3308, loss: 2.3308, grad_norm: 5.6459 2020-07-26 09:15:23,284 - mmaction - INFO - Epoch [15][1640/3757] lr: 1.000e-02, eta: 7 days, 9:04:05, time: 1.958, data_time: 0.008, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7297, loss_cls: 2.2432, loss: 2.2432, grad_norm: 5.3300 2020-07-26 09:16:00,222 - mmaction - INFO - Epoch [15][1660/3757] lr: 1.000e-02, eta: 7 days, 9:03:10, time: 1.851, data_time: 0.014, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7086, loss_cls: 2.3463, loss: 2.3463, grad_norm: 5.3689 2020-07-26 09:16:36,697 - mmaction - INFO - Epoch [15][1680/3757] lr: 1.000e-02, eta: 7 days, 9:02:10, time: 1.816, data_time: 0.041, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.2843, loss: 2.2843, grad_norm: 5.5155 2020-07-26 09:17:14,215 - mmaction - INFO - Epoch [15][1700/3757] lr: 1.000e-02, eta: 7 days, 9:01:19, time: 1.883, data_time: 0.116, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7273, loss_cls: 2.2320, loss: 2.2320, grad_norm: 5.5023 2020-07-26 09:17:56,191 - mmaction - INFO - Epoch [15][1720/3757] lr: 1.000e-02, eta: 7 days, 9:00:53, time: 2.100, data_time: 0.073, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7500, loss_cls: 2.2254, loss: 2.2254, grad_norm: 5.5327 2020-07-26 09:18:34,935 - mmaction - INFO - Epoch [15][1740/3757] lr: 1.000e-02, eta: 7 days, 9:00:08, time: 1.936, data_time: 0.228, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7352, loss_cls: 2.2556, loss: 2.2556, grad_norm: 5.5142 2020-07-26 09:19:14,106 - mmaction - INFO - Epoch [15][1760/3757] lr: 1.000e-02, eta: 7 days, 8:59:25, time: 1.954, data_time: 0.012, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7219, loss_cls: 2.2497, loss: 2.2497, grad_norm: 5.4490 2020-07-26 09:19:53,200 - mmaction - INFO - Epoch [15][1780/3757] lr: 1.000e-02, eta: 7 days, 8:58:42, time: 1.960, data_time: 0.008, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7148, loss_cls: 2.2762, loss: 2.2762, grad_norm: 5.5724 2020-07-26 09:20:31,076 - mmaction - INFO - Epoch [15][1800/3757] lr: 1.000e-02, eta: 7 days, 8:57:51, time: 1.884, data_time: 0.009, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7281, loss_cls: 2.2763, loss: 2.2763, grad_norm: 5.5089 2020-07-26 09:21:09,784 - mmaction - INFO - Epoch [15][1820/3757] lr: 1.000e-02, eta: 7 days, 8:57:07, time: 1.945, data_time: 0.255, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7281, loss_cls: 2.2668, loss: 2.2668, grad_norm: 5.5136 2020-07-26 09:21:48,429 - mmaction - INFO - Epoch [15][1840/3757] lr: 1.000e-02, eta: 7 days, 8:56:21, time: 1.932, data_time: 0.053, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7234, loss_cls: 2.3175, loss: 2.3175, grad_norm: 5.5185 2020-07-26 09:22:30,622 - mmaction - INFO - Epoch [15][1860/3757] lr: 1.000e-02, eta: 7 days, 8:55:56, time: 2.108, data_time: 0.092, memory: 5170, top1_acc: 0.4547, top5_acc: 0.6930, loss_cls: 2.4012, loss: 2.4012, grad_norm: 5.6696 2020-07-26 09:23:10,609 - mmaction - INFO - Epoch [15][1880/3757] lr: 1.000e-02, eta: 7 days, 8:55:19, time: 2.002, data_time: 0.462, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7234, loss_cls: 2.2468, loss: 2.2468, grad_norm: 5.4008 2020-07-26 09:23:48,545 - mmaction - INFO - Epoch [15][1900/3757] lr: 1.000e-02, eta: 7 days, 8:54:29, time: 1.897, data_time: 0.772, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7227, loss_cls: 2.2923, loss: 2.2923, grad_norm: 5.5415 2020-07-26 09:24:30,722 - mmaction - INFO - Epoch [15][1920/3757] lr: 1.000e-02, eta: 7 days, 8:54:03, time: 2.102, data_time: 0.012, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7234, loss_cls: 2.2619, loss: 2.2619, grad_norm: 5.4624 2020-07-26 09:25:10,080 - mmaction - INFO - Epoch [15][1940/3757] lr: 1.000e-02, eta: 7 days, 8:53:23, time: 1.974, data_time: 0.010, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7227, loss_cls: 2.2613, loss: 2.2613, grad_norm: 5.4567 2020-07-26 09:25:49,521 - mmaction - INFO - Epoch [15][1960/3757] lr: 1.000e-02, eta: 7 days, 8:52:42, time: 1.973, data_time: 0.002, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7242, loss_cls: 2.2952, loss: 2.2952, grad_norm: 5.6508 2020-07-26 09:26:30,068 - mmaction - INFO - Epoch [15][1980/3757] lr: 1.000e-02, eta: 7 days, 8:52:06, time: 2.018, data_time: 0.008, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7211, loss_cls: 2.2362, loss: 2.2362, grad_norm: 5.4899 2020-07-26 09:27:09,443 - mmaction - INFO - Epoch [15][2000/3757] lr: 1.000e-02, eta: 7 days, 8:51:26, time: 1.977, data_time: 0.160, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7312, loss_cls: 2.2214, loss: 2.2214, grad_norm: 5.6125 2020-07-26 09:27:50,224 - mmaction - INFO - Epoch [15][2020/3757] lr: 1.000e-02, eta: 7 days, 8:50:53, time: 2.037, data_time: 0.036, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7219, loss_cls: 2.2996, loss: 2.2996, grad_norm: 5.4760 2020-07-26 09:28:27,401 - mmaction - INFO - Epoch [15][2040/3757] lr: 1.000e-02, eta: 7 days, 8:49:59, time: 1.861, data_time: 0.388, memory: 5170, top1_acc: 0.4656, top5_acc: 0.6969, loss_cls: 2.3844, loss: 2.3844, grad_norm: 5.6400 2020-07-26 09:29:07,219 - mmaction - INFO - Epoch [15][2060/3757] lr: 1.000e-02, eta: 7 days, 8:49:20, time: 1.986, data_time: 1.407, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7367, loss_cls: 2.1990, loss: 2.1990, grad_norm: 5.3943 2020-07-26 09:29:49,109 - mmaction - INFO - Epoch [15][2080/3757] lr: 1.000e-02, eta: 7 days, 8:48:54, time: 2.099, data_time: 1.524, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7055, loss_cls: 2.3589, loss: 2.3589, grad_norm: 5.6207 2020-07-26 09:30:26,742 - mmaction - INFO - Epoch [15][2100/3757] lr: 1.000e-02, eta: 7 days, 8:48:02, time: 1.877, data_time: 0.385, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7203, loss_cls: 2.3005, loss: 2.3005, grad_norm: 5.4631 2020-07-26 09:31:08,537 - mmaction - INFO - Epoch [15][2120/3757] lr: 1.000e-02, eta: 7 days, 8:47:35, time: 2.092, data_time: 0.072, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7336, loss_cls: 2.2549, loss: 2.2549, grad_norm: 5.4619 2020-07-26 09:31:44,537 - mmaction - INFO - Epoch [15][2140/3757] lr: 1.000e-02, eta: 7 days, 8:46:34, time: 1.800, data_time: 0.871, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7461, loss_cls: 2.1766, loss: 2.1766, grad_norm: 5.4002 2020-07-26 09:32:23,403 - mmaction - INFO - Epoch [15][2160/3757] lr: 1.000e-02, eta: 7 days, 8:45:50, time: 1.946, data_time: 1.298, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7094, loss_cls: 2.3388, loss: 2.3388, grad_norm: 5.6147 2020-07-26 09:33:04,130 - mmaction - INFO - Epoch [15][2180/3757] lr: 1.000e-02, eta: 7 days, 8:45:16, time: 2.032, data_time: 0.804, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7383, loss_cls: 2.2337, loss: 2.2337, grad_norm: 5.4345 2020-07-26 09:33:45,710 - mmaction - INFO - Epoch [15][2200/3757] lr: 1.000e-02, eta: 7 days, 8:44:48, time: 2.082, data_time: 1.399, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7203, loss_cls: 2.2651, loss: 2.2651, grad_norm: 5.5194 2020-07-26 09:34:23,922 - mmaction - INFO - Epoch [15][2220/3757] lr: 1.000e-02, eta: 7 days, 8:43:59, time: 1.906, data_time: 1.337, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7188, loss_cls: 2.3647, loss: 2.3647, grad_norm: 5.5568 2020-07-26 09:34:58,565 - mmaction - INFO - Epoch [15][2240/3757] lr: 1.000e-02, eta: 7 days, 8:42:51, time: 1.739, data_time: 1.021, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7117, loss_cls: 2.3536, loss: 2.3536, grad_norm: 5.5939 2020-07-26 09:35:37,112 - mmaction - INFO - Epoch [15][2260/3757] lr: 1.000e-02, eta: 7 days, 8:42:04, time: 1.925, data_time: 1.047, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7203, loss_cls: 2.3073, loss: 2.3073, grad_norm: 5.4154 2020-07-26 09:36:14,990 - mmaction - INFO - Epoch [15][2280/3757] lr: 1.000e-02, eta: 7 days, 8:41:15, time: 1.898, data_time: 0.612, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7234, loss_cls: 2.2801, loss: 2.2801, grad_norm: 5.5521 2020-07-26 09:36:55,228 - mmaction - INFO - Epoch [15][2300/3757] lr: 1.000e-02, eta: 7 days, 8:40:38, time: 2.005, data_time: 0.238, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7531, loss_cls: 2.1624, loss: 2.1624, grad_norm: 5.3691 2020-07-26 09:37:35,127 - mmaction - INFO - Epoch [15][2320/3757] lr: 1.000e-02, eta: 7 days, 8:39:59, time: 1.996, data_time: 0.250, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7070, loss_cls: 2.3535, loss: 2.3535, grad_norm: 5.7926 2020-07-26 09:38:14,647 - mmaction - INFO - Epoch [15][2340/3757] lr: 1.000e-02, eta: 7 days, 8:39:19, time: 1.972, data_time: 1.060, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7250, loss_cls: 2.2486, loss: 2.2486, grad_norm: 5.3736 2020-07-26 09:38:54,513 - mmaction - INFO - Epoch [15][2360/3757] lr: 1.000e-02, eta: 7 days, 8:38:41, time: 2.002, data_time: 0.937, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7391, loss_cls: 2.2243, loss: 2.2243, grad_norm: 5.5171 2020-07-26 09:39:32,254 - mmaction - INFO - Epoch [15][2380/3757] lr: 1.000e-02, eta: 7 days, 8:37:50, time: 1.888, data_time: 0.838, memory: 5170, top1_acc: 0.4719, top5_acc: 0.6953, loss_cls: 2.3502, loss: 2.3502, grad_norm: 5.5955 2020-07-26 09:40:12,540 - mmaction - INFO - Epoch [15][2400/3757] lr: 1.000e-02, eta: 7 days, 8:37:15, time: 2.014, data_time: 1.192, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7258, loss_cls: 2.3238, loss: 2.3238, grad_norm: 5.5226 2020-07-26 09:40:50,122 - mmaction - INFO - Epoch [15][2420/3757] lr: 1.000e-02, eta: 7 days, 8:36:23, time: 1.878, data_time: 1.215, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7094, loss_cls: 2.3112, loss: 2.3112, grad_norm: 5.4977 2020-07-26 09:41:28,872 - mmaction - INFO - Epoch [15][2440/3757] lr: 1.000e-02, eta: 7 days, 8:35:37, time: 1.931, data_time: 1.295, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7180, loss_cls: 2.3278, loss: 2.3278, grad_norm: 5.5345 2020-07-26 09:42:08,617 - mmaction - INFO - Epoch [15][2460/3757] lr: 1.000e-02, eta: 7 days, 8:34:59, time: 1.995, data_time: 1.125, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7461, loss_cls: 2.2007, loss: 2.2007, grad_norm: 5.4906 2020-07-26 09:42:45,807 - mmaction - INFO - Epoch [15][2480/3757] lr: 1.000e-02, eta: 7 days, 8:34:05, time: 1.858, data_time: 0.433, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7188, loss_cls: 2.3249, loss: 2.3249, grad_norm: 5.6121 2020-07-26 09:43:26,546 - mmaction - INFO - Epoch [15][2500/3757] lr: 1.000e-02, eta: 7 days, 8:33:31, time: 2.037, data_time: 0.435, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7227, loss_cls: 2.3373, loss: 2.3373, grad_norm: 5.4828 2020-07-26 09:44:07,025 - mmaction - INFO - Epoch [15][2520/3757] lr: 1.000e-02, eta: 7 days, 8:32:57, time: 2.025, data_time: 0.075, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7086, loss_cls: 2.3333, loss: 2.3333, grad_norm: 5.5634 2020-07-26 09:44:45,240 - mmaction - INFO - Epoch [15][2540/3757] lr: 1.000e-02, eta: 7 days, 8:32:09, time: 1.909, data_time: 0.002, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7469, loss_cls: 2.1461, loss: 2.1461, grad_norm: 5.4816 2020-07-26 09:45:20,210 - mmaction - INFO - Epoch [15][2560/3757] lr: 1.000e-02, eta: 7 days, 8:31:01, time: 1.740, data_time: 0.625, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7391, loss_cls: 2.2215, loss: 2.2215, grad_norm: 5.3897 2020-07-26 09:45:56,164 - mmaction - INFO - Epoch [15][2580/3757] lr: 1.000e-02, eta: 7 days, 8:30:01, time: 1.806, data_time: 0.271, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7180, loss_cls: 2.2876, loss: 2.2876, grad_norm: 5.5808 2020-07-26 09:46:39,336 - mmaction - INFO - Epoch [15][2600/3757] lr: 1.000e-02, eta: 7 days, 8:29:41, time: 2.154, data_time: 0.022, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7453, loss_cls: 2.1497, loss: 2.1497, grad_norm: 5.4246 2020-07-26 09:47:17,853 - mmaction - INFO - Epoch [15][2620/3757] lr: 1.000e-02, eta: 7 days, 8:28:55, time: 1.929, data_time: 0.081, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7383, loss_cls: 2.2331, loss: 2.2331, grad_norm: 5.4900 2020-07-26 09:47:57,849 - mmaction - INFO - Epoch [15][2640/3757] lr: 1.000e-02, eta: 7 days, 8:28:17, time: 1.993, data_time: 0.392, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7352, loss_cls: 2.2533, loss: 2.2533, grad_norm: 5.5226 2020-07-26 09:48:36,063 - mmaction - INFO - Epoch [15][2660/3757] lr: 1.000e-02, eta: 7 days, 8:27:29, time: 1.918, data_time: 0.039, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7258, loss_cls: 2.2458, loss: 2.2458, grad_norm: 5.4448 2020-07-26 09:49:16,309 - mmaction - INFO - Epoch [15][2680/3757] lr: 1.000e-02, eta: 7 days, 8:26:53, time: 2.010, data_time: 0.010, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7016, loss_cls: 2.3943, loss: 2.3943, grad_norm: 5.6531 2020-07-26 09:49:54,925 - mmaction - INFO - Epoch [15][2700/3757] lr: 1.000e-02, eta: 7 days, 8:26:08, time: 1.934, data_time: 0.006, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7344, loss_cls: 2.3066, loss: 2.3066, grad_norm: 5.5455 2020-07-26 09:50:31,841 - mmaction - INFO - Epoch [15][2720/3757] lr: 1.000e-02, eta: 7 days, 8:25:12, time: 1.844, data_time: 0.073, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7516, loss_cls: 2.1939, loss: 2.1939, grad_norm: 5.3833 2020-07-26 09:51:11,404 - mmaction - INFO - Epoch [15][2740/3757] lr: 1.000e-02, eta: 7 days, 8:24:32, time: 1.979, data_time: 0.009, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7469, loss_cls: 2.1274, loss: 2.1274, grad_norm: 5.2146 2020-07-26 09:51:49,440 - mmaction - INFO - Epoch [15][2760/3757] lr: 1.000e-02, eta: 7 days, 8:23:42, time: 1.895, data_time: 0.104, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7164, loss_cls: 2.3271, loss: 2.3271, grad_norm: 5.5712 2020-07-26 09:52:33,593 - mmaction - INFO - Epoch [15][2780/3757] lr: 1.000e-02, eta: 7 days, 8:23:29, time: 2.209, data_time: 0.118, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7344, loss_cls: 2.1659, loss: 2.1659, grad_norm: 5.3125 2020-07-26 09:53:10,181 - mmaction - INFO - Epoch [15][2800/3757] lr: 1.000e-02, eta: 7 days, 8:22:32, time: 1.835, data_time: 0.008, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7219, loss_cls: 2.3269, loss: 2.3269, grad_norm: 5.5055 2020-07-26 09:53:48,518 - mmaction - INFO - Epoch [15][2820/3757] lr: 1.000e-02, eta: 7 days, 8:21:45, time: 1.917, data_time: 0.050, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7305, loss_cls: 2.2768, loss: 2.2768, grad_norm: 5.4836 2020-07-26 09:54:26,271 - mmaction - INFO - Epoch [15][2840/3757] lr: 1.000e-02, eta: 7 days, 8:20:54, time: 1.887, data_time: 0.008, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7234, loss_cls: 2.2817, loss: 2.2817, grad_norm: 5.5863 2020-07-26 09:55:07,184 - mmaction - INFO - Epoch [15][2860/3757] lr: 1.000e-02, eta: 7 days, 8:20:22, time: 2.047, data_time: 0.264, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7273, loss_cls: 2.2770, loss: 2.2770, grad_norm: 5.6634 2020-07-26 09:55:44,279 - mmaction - INFO - Epoch [15][2880/3757] lr: 1.000e-02, eta: 7 days, 8:19:28, time: 1.853, data_time: 0.465, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7273, loss_cls: 2.2430, loss: 2.2430, grad_norm: 5.3460 2020-07-26 09:56:23,446 - mmaction - INFO - Epoch [15][2900/3757] lr: 1.000e-02, eta: 7 days, 8:18:45, time: 1.952, data_time: 0.843, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7352, loss_cls: 2.2183, loss: 2.2183, grad_norm: 5.2787 2020-07-26 09:57:00,593 - mmaction - INFO - Epoch [15][2920/3757] lr: 1.000e-02, eta: 7 days, 8:17:51, time: 1.864, data_time: 0.870, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7148, loss_cls: 2.2657, loss: 2.2657, grad_norm: 5.5094 2020-07-26 09:57:40,483 - mmaction - INFO - Epoch [15][2940/3757] lr: 1.000e-02, eta: 7 days, 8:17:12, time: 1.988, data_time: 1.038, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7109, loss_cls: 2.4196, loss: 2.4196, grad_norm: 5.6279 2020-07-26 09:58:19,875 - mmaction - INFO - Epoch [15][2960/3757] lr: 1.000e-02, eta: 7 days, 8:16:32, time: 1.977, data_time: 1.112, memory: 5170, top1_acc: 0.4367, top5_acc: 0.6891, loss_cls: 2.4618, loss: 2.4618, grad_norm: 5.5159 2020-07-26 09:58:57,509 - mmaction - INFO - Epoch [15][2980/3757] lr: 1.000e-02, eta: 7 days, 8:15:40, time: 1.879, data_time: 1.294, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7188, loss_cls: 2.3059, loss: 2.3059, grad_norm: 5.4720 2020-07-26 09:59:35,826 - mmaction - INFO - Epoch [15][3000/3757] lr: 1.000e-02, eta: 7 days, 8:14:53, time: 1.918, data_time: 0.833, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7203, loss_cls: 2.2748, loss: 2.2748, grad_norm: 5.5517 2020-07-26 10:00:14,925 - mmaction - INFO - Epoch [15][3020/3757] lr: 1.000e-02, eta: 7 days, 8:14:10, time: 1.946, data_time: 0.580, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7305, loss_cls: 2.2515, loss: 2.2515, grad_norm: 5.5805 2020-07-26 10:00:55,118 - mmaction - INFO - Epoch [15][3040/3757] lr: 1.000e-02, eta: 7 days, 8:13:34, time: 2.015, data_time: 1.014, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7188, loss_cls: 2.2924, loss: 2.2924, grad_norm: 5.5437 2020-07-26 10:01:28,764 - mmaction - INFO - Epoch [15][3060/3757] lr: 1.000e-02, eta: 7 days, 8:12:20, time: 1.687, data_time: 0.751, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7133, loss_cls: 2.2927, loss: 2.2927, grad_norm: 5.4446 2020-07-26 10:02:09,587 - mmaction - INFO - Epoch [15][3080/3757] lr: 1.000e-02, eta: 7 days, 8:11:47, time: 2.041, data_time: 0.055, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7023, loss_cls: 2.3563, loss: 2.3563, grad_norm: 5.5312 2020-07-26 10:02:50,333 - mmaction - INFO - Epoch [15][3100/3757] lr: 1.000e-02, eta: 7 days, 8:11:13, time: 2.030, data_time: 0.003, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7219, loss_cls: 2.3394, loss: 2.3394, grad_norm: 5.4519 2020-07-26 10:03:29,825 - mmaction - INFO - Epoch [15][3120/3757] lr: 1.000e-02, eta: 7 days, 8:10:33, time: 1.983, data_time: 0.012, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7258, loss_cls: 2.2808, loss: 2.2808, grad_norm: 5.3630 2020-07-26 10:04:06,399 - mmaction - INFO - Epoch [15][3140/3757] lr: 1.000e-02, eta: 7 days, 8:09:36, time: 1.829, data_time: 0.017, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7242, loss_cls: 2.2927, loss: 2.2927, grad_norm: 5.3729 2020-07-26 10:04:50,223 - mmaction - INFO - Epoch [15][3160/3757] lr: 1.000e-02, eta: 7 days, 8:09:20, time: 2.188, data_time: 0.289, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7055, loss_cls: 2.3552, loss: 2.3552, grad_norm: 5.4679 2020-07-26 10:05:28,288 - mmaction - INFO - Epoch [15][3180/3757] lr: 1.000e-02, eta: 7 days, 8:08:32, time: 1.904, data_time: 0.011, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7406, loss_cls: 2.2497, loss: 2.2497, grad_norm: 5.5155 2020-07-26 10:06:07,526 - mmaction - INFO - Epoch [15][3200/3757] lr: 1.000e-02, eta: 7 days, 8:07:50, time: 1.963, data_time: 0.440, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7383, loss_cls: 2.2490, loss: 2.2490, grad_norm: 5.4881 2020-07-26 10:06:45,857 - mmaction - INFO - Epoch [15][3220/3757] lr: 1.000e-02, eta: 7 days, 8:07:02, time: 1.909, data_time: 0.541, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7078, loss_cls: 2.3068, loss: 2.3068, grad_norm: 5.6594 2020-07-26 10:07:22,541 - mmaction - INFO - Epoch [15][3240/3757] lr: 1.000e-02, eta: 7 days, 8:06:06, time: 1.843, data_time: 0.236, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7109, loss_cls: 2.2723, loss: 2.2723, grad_norm: 5.4361 2020-07-26 10:08:02,401 - mmaction - INFO - Epoch [15][3260/3757] lr: 1.000e-02, eta: 7 days, 8:05:27, time: 1.984, data_time: 0.013, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7250, loss_cls: 2.3120, loss: 2.3120, grad_norm: 5.5904 2020-07-26 10:08:41,676 - mmaction - INFO - Epoch [15][3280/3757] lr: 1.000e-02, eta: 7 days, 8:04:46, time: 1.971, data_time: 0.146, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7117, loss_cls: 2.3258, loss: 2.3258, grad_norm: 5.4168 2020-07-26 10:09:19,298 - mmaction - INFO - Epoch [15][3300/3757] lr: 1.000e-02, eta: 7 days, 8:03:54, time: 1.875, data_time: 0.023, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7227, loss_cls: 2.2900, loss: 2.2900, grad_norm: 5.3695 2020-07-26 10:10:00,520 - mmaction - INFO - Epoch [15][3320/3757] lr: 1.000e-02, eta: 7 days, 8:03:24, time: 2.070, data_time: 0.011, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7180, loss_cls: 2.3161, loss: 2.3161, grad_norm: 5.4479 2020-07-26 10:10:37,768 - mmaction - INFO - Epoch [15][3340/3757] lr: 1.000e-02, eta: 7 days, 8:02:30, time: 1.857, data_time: 0.007, memory: 5170, top1_acc: 0.4531, top5_acc: 0.7102, loss_cls: 2.3345, loss: 2.3345, grad_norm: 5.4673 2020-07-26 10:11:15,974 - mmaction - INFO - Epoch [15][3360/3757] lr: 1.000e-02, eta: 7 days, 8:01:43, time: 1.916, data_time: 0.011, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7164, loss_cls: 2.3123, loss: 2.3123, grad_norm: 5.5594 2020-07-26 10:11:55,173 - mmaction - INFO - Epoch [15][3380/3757] lr: 1.000e-02, eta: 7 days, 8:01:01, time: 1.960, data_time: 0.218, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7219, loss_cls: 2.2433, loss: 2.2433, grad_norm: 5.5539 2020-07-26 10:12:34,348 - mmaction - INFO - Epoch [15][3400/3757] lr: 1.000e-02, eta: 7 days, 8:00:19, time: 1.958, data_time: 0.002, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7258, loss_cls: 2.2666, loss: 2.2666, grad_norm: 5.5939 2020-07-26 10:13:14,408 - mmaction - INFO - Epoch [15][3420/3757] lr: 1.000e-02, eta: 7 days, 7:59:41, time: 2.004, data_time: 0.004, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7320, loss_cls: 2.2186, loss: 2.2186, grad_norm: 5.4429 2020-07-26 10:13:51,555 - mmaction - INFO - Epoch [15][3440/3757] lr: 1.000e-02, eta: 7 days, 7:58:47, time: 1.856, data_time: 0.130, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7289, loss_cls: 2.2194, loss: 2.2194, grad_norm: 5.4626 2020-07-26 10:14:31,108 - mmaction - INFO - Epoch [15][3460/3757] lr: 1.000e-02, eta: 7 days, 7:58:07, time: 1.972, data_time: 0.008, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7422, loss_cls: 2.1636, loss: 2.1636, grad_norm: 5.3993 2020-07-26 10:15:07,316 - mmaction - INFO - Epoch [15][3480/3757] lr: 1.000e-02, eta: 7 days, 7:57:08, time: 1.815, data_time: 0.012, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7180, loss_cls: 2.3561, loss: 2.3561, grad_norm: 5.5558 2020-07-26 10:15:45,540 - mmaction - INFO - Epoch [15][3500/3757] lr: 1.000e-02, eta: 7 days, 7:56:21, time: 1.913, data_time: 0.026, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7266, loss_cls: 2.3022, loss: 2.3022, grad_norm: 5.5691 2020-07-26 10:16:25,726 - mmaction - INFO - Epoch [15][3520/3757] lr: 1.000e-02, eta: 7 days, 7:55:43, time: 2.004, data_time: 0.840, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7266, loss_cls: 2.2283, loss: 2.2283, grad_norm: 5.4159 2020-07-26 10:17:02,203 - mmaction - INFO - Epoch [15][3540/3757] lr: 1.000e-02, eta: 7 days, 7:54:46, time: 1.828, data_time: 1.090, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7227, loss_cls: 2.2414, loss: 2.2414, grad_norm: 5.4747 2020-07-26 10:17:41,706 - mmaction - INFO - Epoch [15][3560/3757] lr: 1.000e-02, eta: 7 days, 7:54:06, time: 1.977, data_time: 0.566, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7047, loss_cls: 2.3280, loss: 2.3280, grad_norm: 5.5691 2020-07-26 10:18:20,175 - mmaction - INFO - Epoch [15][3580/3757] lr: 1.000e-02, eta: 7 days, 7:53:20, time: 1.923, data_time: 0.180, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7312, loss_cls: 2.2599, loss: 2.2599, grad_norm: 5.6822 2020-07-26 10:18:58,295 - mmaction - INFO - Epoch [15][3600/3757] lr: 1.000e-02, eta: 7 days, 7:52:31, time: 1.904, data_time: 0.003, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7227, loss_cls: 2.2457, loss: 2.2457, grad_norm: 5.5606 2020-07-26 10:19:39,092 - mmaction - INFO - Epoch [15][3620/3757] lr: 1.000e-02, eta: 7 days, 7:51:59, time: 2.043, data_time: 0.036, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7125, loss_cls: 2.2664, loss: 2.2664, grad_norm: 5.4489 2020-07-26 10:20:16,445 - mmaction - INFO - Epoch [15][3640/3757] lr: 1.000e-02, eta: 7 days, 7:51:06, time: 1.863, data_time: 0.361, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7297, loss_cls: 2.3098, loss: 2.3098, grad_norm: 5.5599 2020-07-26 10:20:53,830 - mmaction - INFO - Epoch [15][3660/3757] lr: 1.000e-02, eta: 7 days, 7:50:14, time: 1.873, data_time: 0.810, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7305, loss_cls: 2.1821, loss: 2.1821, grad_norm: 5.3239 2020-07-26 10:21:32,069 - mmaction - INFO - Epoch [15][3680/3757] lr: 1.000e-02, eta: 7 days, 7:49:25, time: 1.904, data_time: 0.291, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7344, loss_cls: 2.2715, loss: 2.2715, grad_norm: 5.5452 2020-07-26 10:22:09,625 - mmaction - INFO - Epoch [15][3700/3757] lr: 1.000e-02, eta: 7 days, 7:48:34, time: 1.878, data_time: 0.072, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7242, loss_cls: 2.2387, loss: 2.2387, grad_norm: 5.5113 2020-07-26 10:22:52,168 - mmaction - INFO - Epoch [15][3720/3757] lr: 1.000e-02, eta: 7 days, 7:48:11, time: 2.126, data_time: 0.250, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7086, loss_cls: 2.2930, loss: 2.2930, grad_norm: 5.5630 2020-07-26 10:23:31,473 - mmaction - INFO - Epoch [15][3740/3757] lr: 1.000e-02, eta: 7 days, 7:47:30, time: 1.970, data_time: 0.244, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7203, loss_cls: 2.3056, loss: 2.3056, grad_norm: 5.5556 2020-07-26 10:23:56,822 - mmaction - INFO - Saving checkpoint at 15 epochs 2020-07-26 10:24:53,370 - mmaction - INFO - Epoch [16][20/3757] lr: 1.000e-02, eta: 7 days, 7:44:28, time: 2.710, data_time: 0.940, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7312, loss_cls: 2.2160, loss: 2.2160, grad_norm: 5.4831 2020-07-26 10:25:30,451 - mmaction - INFO - Epoch [16][40/3757] lr: 1.000e-02, eta: 7 days, 7:43:34, time: 1.858, data_time: 0.314, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7352, loss_cls: 2.2368, loss: 2.2368, grad_norm: 5.4093 2020-07-26 10:26:09,379 - mmaction - INFO - Epoch [16][60/3757] lr: 1.000e-02, eta: 7 days, 7:42:50, time: 1.941, data_time: 0.230, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7156, loss_cls: 2.2136, loss: 2.2136, grad_norm: 5.6429 2020-07-26 10:26:51,581 - mmaction - INFO - Epoch [16][80/3757] lr: 1.000e-02, eta: 7 days, 7:42:26, time: 2.115, data_time: 0.400, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7453, loss_cls: 2.1638, loss: 2.1638, grad_norm: 5.4969 2020-07-26 10:27:26,800 - mmaction - INFO - Epoch [16][100/3757] lr: 1.000e-02, eta: 7 days, 7:41:21, time: 1.762, data_time: 0.261, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7438, loss_cls: 2.1669, loss: 2.1669, grad_norm: 5.3996 2020-07-26 10:28:07,419 - mmaction - INFO - Epoch [16][120/3757] lr: 1.000e-02, eta: 7 days, 7:40:47, time: 2.031, data_time: 0.014, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7438, loss_cls: 2.2013, loss: 2.2013, grad_norm: 5.4102 2020-07-26 10:28:45,335 - mmaction - INFO - Epoch [16][140/3757] lr: 1.000e-02, eta: 7 days, 7:39:58, time: 1.895, data_time: 0.032, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7508, loss_cls: 2.1785, loss: 2.1785, grad_norm: 5.4296 2020-07-26 10:29:20,203 - mmaction - INFO - Epoch [16][160/3757] lr: 1.000e-02, eta: 7 days, 7:38:51, time: 1.735, data_time: 0.007, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7195, loss_cls: 2.2317, loss: 2.2317, grad_norm: 5.3581 2020-07-26 10:30:03,137 - mmaction - INFO - Epoch [16][180/3757] lr: 1.000e-02, eta: 7 days, 7:38:31, time: 2.155, data_time: 1.047, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7336, loss_cls: 2.2385, loss: 2.2385, grad_norm: 5.3507 2020-07-26 10:30:39,838 - mmaction - INFO - Epoch [16][200/3757] lr: 1.000e-02, eta: 7 days, 7:37:35, time: 1.836, data_time: 1.041, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7234, loss_cls: 2.2643, loss: 2.2643, grad_norm: 5.7254 2020-07-26 10:31:18,023 - mmaction - INFO - Epoch [16][220/3757] lr: 1.000e-02, eta: 7 days, 7:36:47, time: 1.910, data_time: 0.944, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7328, loss_cls: 2.1927, loss: 2.1927, grad_norm: 5.5577 2020-07-26 10:31:58,583 - mmaction - INFO - Epoch [16][240/3757] lr: 1.000e-02, eta: 7 days, 7:36:12, time: 2.026, data_time: 0.501, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7203, loss_cls: 2.3103, loss: 2.3103, grad_norm: 5.5221 2020-07-26 10:32:37,114 - mmaction - INFO - Epoch [16][260/3757] lr: 1.000e-02, eta: 7 days, 7:35:27, time: 1.928, data_time: 0.025, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.2980, loss: 2.2980, grad_norm: 5.4537 2020-07-26 10:33:11,920 - mmaction - INFO - Epoch [16][280/3757] lr: 1.000e-02, eta: 7 days, 7:34:20, time: 1.740, data_time: 0.164, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7188, loss_cls: 2.2586, loss: 2.2586, grad_norm: 5.4744 2020-07-26 10:33:54,056 - mmaction - INFO - Epoch [16][300/3757] lr: 1.000e-02, eta: 7 days, 7:33:55, time: 2.106, data_time: 0.002, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7227, loss_cls: 2.2930, loss: 2.2930, grad_norm: 5.5906 2020-07-26 10:34:33,295 - mmaction - INFO - Epoch [16][320/3757] lr: 1.000e-02, eta: 7 days, 7:33:12, time: 1.954, data_time: 0.008, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7375, loss_cls: 2.2015, loss: 2.2015, grad_norm: 5.6079 2020-07-26 10:35:10,857 - mmaction - INFO - Epoch [16][340/3757] lr: 1.000e-02, eta: 7 days, 7:32:22, time: 1.886, data_time: 0.012, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7438, loss_cls: 2.1960, loss: 2.1960, grad_norm: 5.4492 2020-07-26 10:35:54,432 - mmaction - INFO - Epoch [16][360/3757] lr: 1.000e-02, eta: 7 days, 7:32:04, time: 2.178, data_time: 0.004, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7289, loss_cls: 2.2420, loss: 2.2420, grad_norm: 5.5198 2020-07-26 10:36:34,379 - mmaction - INFO - Epoch [16][380/3757] lr: 1.000e-02, eta: 7 days, 7:31:26, time: 1.992, data_time: 0.010, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7398, loss_cls: 2.2204, loss: 2.2204, grad_norm: 5.5147 2020-07-26 10:37:12,215 - mmaction - INFO - Epoch [16][400/3757] lr: 1.000e-02, eta: 7 days, 7:30:37, time: 1.898, data_time: 0.070, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7117, loss_cls: 2.3371, loss: 2.3371, grad_norm: 5.6002 2020-07-26 10:37:51,225 - mmaction - INFO - Epoch [16][420/3757] lr: 1.000e-02, eta: 7 days, 7:29:53, time: 1.946, data_time: 0.009, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7203, loss_cls: 2.2657, loss: 2.2657, grad_norm: 5.5369 2020-07-26 10:38:29,554 - mmaction - INFO - Epoch [16][440/3757] lr: 1.000e-02, eta: 7 days, 7:29:07, time: 1.920, data_time: 0.081, memory: 5170, top1_acc: 0.4469, top5_acc: 0.7047, loss_cls: 2.3723, loss: 2.3723, grad_norm: 5.6965 2020-07-26 10:39:05,126 - mmaction - INFO - Epoch [16][460/3757] lr: 1.000e-02, eta: 7 days, 7:28:04, time: 1.780, data_time: 0.010, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7258, loss_cls: 2.2986, loss: 2.2986, grad_norm: 5.3676 2020-07-26 10:39:44,367 - mmaction - INFO - Epoch [16][480/3757] lr: 1.000e-02, eta: 7 days, 7:27:22, time: 1.959, data_time: 0.010, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7195, loss_cls: 2.2483, loss: 2.2483, grad_norm: 5.3733 2020-07-26 10:40:23,231 - mmaction - INFO - Epoch [16][500/3757] lr: 1.000e-02, eta: 7 days, 7:26:38, time: 1.940, data_time: 0.017, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7250, loss_cls: 2.2573, loss: 2.2573, grad_norm: 5.5616 2020-07-26 10:41:01,480 - mmaction - INFO - Epoch [16][520/3757] lr: 1.000e-02, eta: 7 days, 7:25:52, time: 1.919, data_time: 0.474, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7477, loss_cls: 2.1804, loss: 2.1804, grad_norm: 5.4935 2020-07-26 10:41:44,454 - mmaction - INFO - Epoch [16][540/3757] lr: 1.000e-02, eta: 7 days, 7:25:30, time: 2.142, data_time: 0.008, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7344, loss_cls: 2.1880, loss: 2.1880, grad_norm: 5.4253 2020-07-26 10:42:22,174 - mmaction - INFO - Epoch [16][560/3757] lr: 1.000e-02, eta: 7 days, 7:24:40, time: 1.889, data_time: 0.011, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7367, loss_cls: 2.1675, loss: 2.1675, grad_norm: 5.4186 2020-07-26 10:43:04,057 - mmaction - INFO - Epoch [16][580/3757] lr: 1.000e-02, eta: 7 days, 7:24:13, time: 2.095, data_time: 0.007, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7359, loss_cls: 2.2385, loss: 2.2385, grad_norm: 5.5326 2020-07-26 10:43:36,474 - mmaction - INFO - Epoch [16][600/3757] lr: 1.000e-02, eta: 7 days, 7:22:54, time: 1.623, data_time: 0.011, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7234, loss_cls: 2.2336, loss: 2.2336, grad_norm: 5.4087 2020-07-26 10:44:16,305 - mmaction - INFO - Epoch [16][620/3757] lr: 1.000e-02, eta: 7 days, 7:22:15, time: 1.985, data_time: 0.457, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7227, loss_cls: 2.2757, loss: 2.2757, grad_norm: 5.5992 2020-07-26 10:44:56,213 - mmaction - INFO - Epoch [16][640/3757] lr: 1.000e-02, eta: 7 days, 7:21:37, time: 1.997, data_time: 0.031, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7219, loss_cls: 2.2939, loss: 2.2939, grad_norm: 5.4758 2020-07-26 10:45:37,313 - mmaction - INFO - Epoch [16][660/3757] lr: 1.000e-02, eta: 7 days, 7:21:06, time: 2.058, data_time: 0.009, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7148, loss_cls: 2.3072, loss: 2.3072, grad_norm: 5.5065 2020-07-26 10:46:15,093 - mmaction - INFO - Epoch [16][680/3757] lr: 1.000e-02, eta: 7 days, 7:20:15, time: 1.885, data_time: 0.010, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7422, loss_cls: 2.1899, loss: 2.1899, grad_norm: 5.4127 2020-07-26 10:46:54,729 - mmaction - INFO - Epoch [16][700/3757] lr: 1.000e-02, eta: 7 days, 7:19:36, time: 1.987, data_time: 0.010, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7148, loss_cls: 2.3209, loss: 2.3209, grad_norm: 5.5456 2020-07-26 10:47:34,645 - mmaction - INFO - Epoch [16][720/3757] lr: 1.000e-02, eta: 7 days, 7:18:58, time: 1.995, data_time: 0.010, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7211, loss_cls: 2.2581, loss: 2.2581, grad_norm: 5.4899 2020-07-26 10:48:10,351 - mmaction - INFO - Epoch [16][740/3757] lr: 1.000e-02, eta: 7 days, 7:17:57, time: 1.785, data_time: 0.006, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7047, loss_cls: 2.3419, loss: 2.3419, grad_norm: 5.5818 2020-07-26 10:48:50,241 - mmaction - INFO - Epoch [16][760/3757] lr: 1.000e-02, eta: 7 days, 7:17:19, time: 1.996, data_time: 0.011, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7227, loss_cls: 2.2827, loss: 2.2827, grad_norm: 5.5280 2020-07-26 10:49:31,050 - mmaction - INFO - Epoch [16][780/3757] lr: 1.000e-02, eta: 7 days, 7:16:46, time: 2.042, data_time: 0.004, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7164, loss_cls: 2.2822, loss: 2.2822, grad_norm: 5.5465 2020-07-26 10:50:09,790 - mmaction - INFO - Epoch [16][800/3757] lr: 1.000e-02, eta: 7 days, 7:16:02, time: 1.937, data_time: 0.022, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7328, loss_cls: 2.2319, loss: 2.2319, grad_norm: 5.6138 2020-07-26 10:50:52,424 - mmaction - INFO - Epoch [16][820/3757] lr: 1.000e-02, eta: 7 days, 7:15:39, time: 2.130, data_time: 0.032, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7375, loss_cls: 2.1978, loss: 2.1978, grad_norm: 5.4784 2020-07-26 10:51:27,481 - mmaction - INFO - Epoch [16][840/3757] lr: 1.000e-02, eta: 7 days, 7:14:34, time: 1.754, data_time: 0.008, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7344, loss_cls: 2.2118, loss: 2.2118, grad_norm: 5.5212 2020-07-26 10:52:07,489 - mmaction - INFO - Epoch [16][860/3757] lr: 1.000e-02, eta: 7 days, 7:13:56, time: 1.997, data_time: 0.010, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7312, loss_cls: 2.2344, loss: 2.2344, grad_norm: 5.5004 2020-07-26 10:52:48,059 - mmaction - INFO - Epoch [16][880/3757] lr: 1.000e-02, eta: 7 days, 7:13:22, time: 2.033, data_time: 0.007, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7336, loss_cls: 2.2069, loss: 2.2069, grad_norm: 5.4943 2020-07-26 10:53:27,669 - mmaction - INFO - Epoch [16][900/3757] lr: 1.000e-02, eta: 7 days, 7:12:42, time: 1.979, data_time: 0.003, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7523, loss_cls: 2.1356, loss: 2.1356, grad_norm: 5.4972 2020-07-26 10:54:03,976 - mmaction - INFO - Epoch [16][920/3757] lr: 1.000e-02, eta: 7 days, 7:11:44, time: 1.817, data_time: 0.008, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7555, loss_cls: 2.0984, loss: 2.0984, grad_norm: 5.4502 2020-07-26 10:54:44,169 - mmaction - INFO - Epoch [16][940/3757] lr: 1.000e-02, eta: 7 days, 7:11:08, time: 2.010, data_time: 0.003, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7547, loss_cls: 2.1555, loss: 2.1555, grad_norm: 5.5209 2020-07-26 10:55:24,351 - mmaction - INFO - Epoch [16][960/3757] lr: 1.000e-02, eta: 7 days, 7:10:32, time: 2.010, data_time: 0.109, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7367, loss_cls: 2.1632, loss: 2.1632, grad_norm: 5.5485 2020-07-26 10:56:03,255 - mmaction - INFO - Epoch [16][980/3757] lr: 1.000e-02, eta: 7 days, 7:09:48, time: 1.943, data_time: 0.470, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7305, loss_cls: 2.3143, loss: 2.3143, grad_norm: 5.7076 2020-07-26 10:56:44,633 - mmaction - INFO - Epoch [16][1000/3757] lr: 1.000e-02, eta: 7 days, 7:09:18, time: 2.069, data_time: 0.011, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7398, loss_cls: 2.1646, loss: 2.1646, grad_norm: 5.6353 2020-07-26 10:57:21,254 - mmaction - INFO - Epoch [16][1020/3757] lr: 1.000e-02, eta: 7 days, 7:08:22, time: 1.829, data_time: 0.009, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7227, loss_cls: 2.2410, loss: 2.2410, grad_norm: 5.4488 2020-07-26 10:58:01,796 - mmaction - INFO - Epoch [16][1040/3757] lr: 1.000e-02, eta: 7 days, 7:07:47, time: 2.028, data_time: 0.039, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7242, loss_cls: 2.2917, loss: 2.2917, grad_norm: 5.4859 2020-07-26 10:58:43,689 - mmaction - INFO - Epoch [16][1060/3757] lr: 1.000e-02, eta: 7 days, 7:07:20, time: 2.087, data_time: 0.010, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7500, loss_cls: 2.1714, loss: 2.1714, grad_norm: 5.4655 2020-07-26 10:59:21,839 - mmaction - INFO - Epoch [16][1080/3757] lr: 1.000e-02, eta: 7 days, 7:06:33, time: 1.916, data_time: 0.012, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7297, loss_cls: 2.2499, loss: 2.2499, grad_norm: 5.3902 2020-07-26 10:59:58,558 - mmaction - INFO - Epoch [16][1100/3757] lr: 1.000e-02, eta: 7 days, 7:05:36, time: 1.829, data_time: 0.294, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7227, loss_cls: 2.3082, loss: 2.3082, grad_norm: 5.6625 2020-07-26 11:00:41,206 - mmaction - INFO - Epoch [16][1120/3757] lr: 1.000e-02, eta: 7 days, 7:05:13, time: 2.127, data_time: 0.247, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7547, loss_cls: 2.1416, loss: 2.1416, grad_norm: 5.4466 2020-07-26 11:01:16,389 - mmaction - INFO - Epoch [16][1140/3757] lr: 1.000e-02, eta: 7 days, 7:04:10, time: 1.767, data_time: 0.031, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7234, loss_cls: 2.2493, loss: 2.2493, grad_norm: 5.4842 2020-07-26 11:01:55,078 - mmaction - INFO - Epoch [16][1160/3757] lr: 1.000e-02, eta: 7 days, 7:03:25, time: 1.938, data_time: 0.010, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7297, loss_cls: 2.3087, loss: 2.3087, grad_norm: 5.6765 2020-07-26 11:02:38,124 - mmaction - INFO - Epoch [16][1180/3757] lr: 1.000e-02, eta: 7 days, 7:03:05, time: 2.153, data_time: 0.011, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7234, loss_cls: 2.2924, loss: 2.2924, grad_norm: 5.4020 2020-07-26 11:03:17,170 - mmaction - INFO - Epoch [16][1200/3757] lr: 1.000e-02, eta: 7 days, 7:02:22, time: 1.953, data_time: 0.003, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7320, loss_cls: 2.2281, loss: 2.2281, grad_norm: 5.3205 2020-07-26 11:03:53,646 - mmaction - INFO - Epoch [16][1220/3757] lr: 1.000e-02, eta: 7 days, 7:01:25, time: 1.820, data_time: 0.008, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7602, loss_cls: 2.1924, loss: 2.1924, grad_norm: 5.4485 2020-07-26 11:04:32,552 - mmaction - INFO - Epoch [16][1240/3757] lr: 1.000e-02, eta: 7 days, 7:00:41, time: 1.941, data_time: 0.008, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7258, loss_cls: 2.2416, loss: 2.2416, grad_norm: 5.4309 2020-07-26 11:05:15,431 - mmaction - INFO - Epoch [16][1260/3757] lr: 1.000e-02, eta: 7 days, 7:00:20, time: 2.151, data_time: 0.017, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7242, loss_cls: 2.2815, loss: 2.2815, grad_norm: 5.7285 2020-07-26 11:05:48,102 - mmaction - INFO - Epoch [16][1280/3757] lr: 1.000e-02, eta: 7 days, 6:59:02, time: 1.634, data_time: 0.002, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7188, loss_cls: 2.3130, loss: 2.3130, grad_norm: 5.6280 2020-07-26 11:06:26,321 - mmaction - INFO - Epoch [16][1300/3757] lr: 1.000e-02, eta: 7 days, 6:58:15, time: 1.910, data_time: 0.002, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7141, loss_cls: 2.2877, loss: 2.2877, grad_norm: 5.3426 2020-07-26 11:07:06,702 - mmaction - INFO - Epoch [16][1320/3757] lr: 1.000e-02, eta: 7 days, 6:57:39, time: 2.012, data_time: 0.008, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7219, loss_cls: 2.2614, loss: 2.2614, grad_norm: 5.4377 2020-07-26 11:07:47,051 - mmaction - INFO - Epoch [16][1340/3757] lr: 1.000e-02, eta: 7 days, 6:57:04, time: 2.025, data_time: 0.011, memory: 5170, top1_acc: 0.4578, top5_acc: 0.6984, loss_cls: 2.3944, loss: 2.3944, grad_norm: 5.4594 2020-07-26 11:08:29,235 - mmaction - INFO - Epoch [16][1360/3757] lr: 1.000e-02, eta: 7 days, 6:56:38, time: 2.103, data_time: 0.008, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7156, loss_cls: 2.2469, loss: 2.2469, grad_norm: 5.4220 2020-07-26 11:09:04,559 - mmaction - INFO - Epoch [16][1380/3757] lr: 1.000e-02, eta: 7 days, 6:55:35, time: 1.771, data_time: 0.009, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7305, loss_cls: 2.2072, loss: 2.2072, grad_norm: 5.2659 2020-07-26 11:09:45,528 - mmaction - INFO - Epoch [16][1400/3757] lr: 1.000e-02, eta: 7 days, 6:55:03, time: 2.050, data_time: 0.003, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.2164, loss: 2.2164, grad_norm: 5.4582 2020-07-26 11:10:24,247 - mmaction - INFO - Epoch [16][1420/3757] lr: 1.000e-02, eta: 7 days, 6:54:18, time: 1.932, data_time: 0.008, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7367, loss_cls: 2.2877, loss: 2.2877, grad_norm: 5.6591 2020-07-26 11:11:02,502 - mmaction - INFO - Epoch [16][1440/3757] lr: 1.000e-02, eta: 7 days, 6:53:31, time: 1.915, data_time: 0.009, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7195, loss_cls: 2.3076, loss: 2.3076, grad_norm: 5.4097 2020-07-26 11:11:44,664 - mmaction - INFO - Epoch [16][1460/3757] lr: 1.000e-02, eta: 7 days, 6:53:06, time: 2.106, data_time: 0.254, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7336, loss_cls: 2.2523, loss: 2.2523, grad_norm: 5.5156 2020-07-26 11:12:25,459 - mmaction - INFO - Epoch [16][1480/3757] lr: 1.000e-02, eta: 7 days, 6:52:32, time: 2.035, data_time: 0.069, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7016, loss_cls: 2.3791, loss: 2.3791, grad_norm: 5.5241 2020-07-26 11:13:05,073 - mmaction - INFO - Epoch [16][1500/3757] lr: 1.000e-02, eta: 7 days, 6:51:53, time: 1.987, data_time: 0.035, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7422, loss_cls: 2.2281, loss: 2.2281, grad_norm: 5.6327 2020-07-26 11:13:41,234 - mmaction - INFO - Epoch [16][1520/3757] lr: 1.000e-02, eta: 7 days, 6:50:54, time: 1.802, data_time: 0.009, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7305, loss_cls: 2.2164, loss: 2.2164, grad_norm: 5.6168 2020-07-26 11:14:21,159 - mmaction - INFO - Epoch [16][1540/3757] lr: 1.000e-02, eta: 7 days, 6:50:17, time: 2.003, data_time: 0.062, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7406, loss_cls: 2.1941, loss: 2.1941, grad_norm: 5.4457 2020-07-26 11:14:59,709 - mmaction - INFO - Epoch [16][1560/3757] lr: 1.000e-02, eta: 7 days, 6:49:31, time: 1.929, data_time: 0.078, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7203, loss_cls: 2.2808, loss: 2.2808, grad_norm: 5.3868 2020-07-26 11:15:37,618 - mmaction - INFO - Epoch [16][1580/3757] lr: 1.000e-02, eta: 7 days, 6:48:42, time: 1.888, data_time: 0.521, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7211, loss_cls: 2.2800, loss: 2.2800, grad_norm: 5.5127 2020-07-26 11:16:18,755 - mmaction - INFO - Epoch [16][1600/3757] lr: 1.000e-02, eta: 7 days, 6:48:11, time: 2.062, data_time: 1.140, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7125, loss_cls: 2.2932, loss: 2.2932, grad_norm: 5.4416 2020-07-26 11:16:58,647 - mmaction - INFO - Epoch [16][1620/3757] lr: 1.000e-02, eta: 7 days, 6:47:33, time: 1.993, data_time: 0.969, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7375, loss_cls: 2.2033, loss: 2.2033, grad_norm: 5.4311 2020-07-26 11:17:37,076 - mmaction - INFO - Epoch [16][1640/3757] lr: 1.000e-02, eta: 7 days, 6:46:46, time: 1.918, data_time: 0.208, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7234, loss_cls: 2.2137, loss: 2.2137, grad_norm: 5.3765 2020-07-26 11:18:12,440 - mmaction - INFO - Epoch [16][1660/3757] lr: 1.000e-02, eta: 7 days, 6:45:44, time: 1.775, data_time: 0.101, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7266, loss_cls: 2.1972, loss: 2.1972, grad_norm: 5.4076 2020-07-26 11:18:52,858 - mmaction - INFO - Epoch [16][1680/3757] lr: 1.000e-02, eta: 7 days, 6:45:09, time: 2.020, data_time: 0.358, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7234, loss_cls: 2.2496, loss: 2.2496, grad_norm: 5.4857 2020-07-26 11:19:30,359 - mmaction - INFO - Epoch [16][1700/3757] lr: 1.000e-02, eta: 7 days, 6:44:18, time: 1.876, data_time: 0.067, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7258, loss_cls: 2.2107, loss: 2.2107, grad_norm: 5.4870 2020-07-26 11:20:06,118 - mmaction - INFO - Epoch [16][1720/3757] lr: 1.000e-02, eta: 7 days, 6:43:17, time: 1.788, data_time: 0.288, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7375, loss_cls: 2.2285, loss: 2.2285, grad_norm: 5.3452 2020-07-26 11:20:45,430 - mmaction - INFO - Epoch [16][1740/3757] lr: 1.000e-02, eta: 7 days, 6:42:36, time: 1.965, data_time: 0.104, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7266, loss_cls: 2.2473, loss: 2.2473, grad_norm: 5.6444 2020-07-26 11:21:25,091 - mmaction - INFO - Epoch [16][1760/3757] lr: 1.000e-02, eta: 7 days, 6:41:57, time: 1.983, data_time: 0.054, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7484, loss_cls: 2.1528, loss: 2.1528, grad_norm: 5.4579 2020-07-26 11:22:07,006 - mmaction - INFO - Epoch [16][1780/3757] lr: 1.000e-02, eta: 7 days, 6:41:29, time: 2.092, data_time: 0.007, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7148, loss_cls: 2.3475, loss: 2.3475, grad_norm: 5.6797 2020-07-26 11:22:44,264 - mmaction - INFO - Epoch [16][1800/3757] lr: 1.000e-02, eta: 7 days, 6:40:37, time: 1.867, data_time: 0.234, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7422, loss_cls: 2.2038, loss: 2.2038, grad_norm: 5.4411 2020-07-26 11:23:24,866 - mmaction - INFO - Epoch [16][1820/3757] lr: 1.000e-02, eta: 7 days, 6:40:03, time: 2.029, data_time: 0.003, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7320, loss_cls: 2.2238, loss: 2.2238, grad_norm: 5.4095 2020-07-26 11:24:01,719 - mmaction - INFO - Epoch [16][1840/3757] lr: 1.000e-02, eta: 7 days, 6:39:08, time: 1.839, data_time: 0.312, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7078, loss_cls: 2.3233, loss: 2.3233, grad_norm: 5.6040 2020-07-26 11:24:42,852 - mmaction - INFO - Epoch [16][1860/3757] lr: 1.000e-02, eta: 7 days, 6:38:37, time: 2.062, data_time: 0.751, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7305, loss_cls: 2.2034, loss: 2.2034, grad_norm: 5.2881 2020-07-26 11:25:20,758 - mmaction - INFO - Epoch [16][1880/3757] lr: 1.000e-02, eta: 7 days, 6:37:48, time: 1.890, data_time: 0.738, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7477, loss_cls: 2.1505, loss: 2.1505, grad_norm: 5.4435 2020-07-26 11:25:59,259 - mmaction - INFO - Epoch [16][1900/3757] lr: 1.000e-02, eta: 7 days, 6:37:03, time: 1.930, data_time: 0.020, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7289, loss_cls: 2.2343, loss: 2.2343, grad_norm: 5.4146 2020-07-26 11:26:39,664 - mmaction - INFO - Epoch [16][1920/3757] lr: 1.000e-02, eta: 7 days, 6:36:26, time: 2.011, data_time: 0.056, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7195, loss_cls: 2.2630, loss: 2.2630, grad_norm: 5.4676 2020-07-26 11:27:17,631 - mmaction - INFO - Epoch [16][1940/3757] lr: 1.000e-02, eta: 7 days, 6:35:39, time: 1.906, data_time: 0.092, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7117, loss_cls: 2.2752, loss: 2.2752, grad_norm: 5.5458 2020-07-26 11:27:56,116 - mmaction - INFO - Epoch [16][1960/3757] lr: 1.000e-02, eta: 7 days, 6:34:52, time: 1.916, data_time: 0.008, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7453, loss_cls: 2.1498, loss: 2.1498, grad_norm: 5.4882 2020-07-26 11:28:34,654 - mmaction - INFO - Epoch [16][1980/3757] lr: 1.000e-02, eta: 7 days, 6:34:08, time: 1.935, data_time: 0.013, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7258, loss_cls: 2.2928, loss: 2.2928, grad_norm: 5.4987 2020-07-26 11:29:14,374 - mmaction - INFO - Epoch [16][2000/3757] lr: 1.000e-02, eta: 7 days, 6:33:17, time: 1.879, data_time: 0.407, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7117, loss_cls: 2.2751, loss: 2.2751, grad_norm: 5.5500 2020-07-26 11:29:52,885 - mmaction - INFO - Epoch [16][2020/3757] lr: 1.000e-02, eta: 7 days, 6:32:43, time: 2.028, data_time: 0.112, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7195, loss_cls: 2.2620, loss: 2.2620, grad_norm: 5.5191 2020-07-26 11:30:33,887 - mmaction - INFO - Epoch [16][2040/3757] lr: 1.000e-02, eta: 7 days, 6:32:11, time: 2.053, data_time: 0.009, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7102, loss_cls: 2.3395, loss: 2.3395, grad_norm: 5.5452 2020-07-26 11:31:12,400 - mmaction - INFO - Epoch [16][2060/3757] lr: 1.000e-02, eta: 7 days, 6:31:26, time: 1.929, data_time: 0.009, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7055, loss_cls: 2.3393, loss: 2.3393, grad_norm: 5.5670 2020-07-26 11:31:55,111 - mmaction - INFO - Epoch [16][2080/3757] lr: 1.000e-02, eta: 7 days, 6:31:03, time: 2.136, data_time: 0.003, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7305, loss_cls: 2.2624, loss: 2.2624, grad_norm: 5.3537 2020-07-26 11:32:31,828 - mmaction - INFO - Epoch [16][2100/3757] lr: 1.000e-02, eta: 7 days, 6:30:07, time: 1.830, data_time: 0.007, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7258, loss_cls: 2.2693, loss: 2.2693, grad_norm: 5.4377 2020-07-26 11:33:13,128 - mmaction - INFO - Epoch [16][2120/3757] lr: 1.000e-02, eta: 7 days, 6:29:37, time: 2.071, data_time: 0.016, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7266, loss_cls: 2.2701, loss: 2.2701, grad_norm: 5.4453 2020-07-26 11:33:48,782 - mmaction - INFO - Epoch [16][2140/3757] lr: 1.000e-02, eta: 7 days, 6:28:36, time: 1.783, data_time: 0.002, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7180, loss_cls: 2.2895, loss: 2.2895, grad_norm: 5.3612 2020-07-26 11:34:26,290 - mmaction - INFO - Epoch [16][2160/3757] lr: 1.000e-02, eta: 7 days, 6:27:45, time: 1.870, data_time: 0.134, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7063, loss_cls: 2.3586, loss: 2.3586, grad_norm: 5.4945 2020-07-26 11:35:07,489 - mmaction - INFO - Epoch [16][2180/3757] lr: 1.000e-02, eta: 7 days, 6:27:14, time: 2.064, data_time: 0.778, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7242, loss_cls: 2.2872, loss: 2.2872, grad_norm: 5.4564 2020-07-26 11:35:47,157 - mmaction - INFO - Epoch [16][2200/3757] lr: 1.000e-02, eta: 7 days, 6:26:34, time: 1.976, data_time: 1.034, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7273, loss_cls: 2.2608, loss: 2.2608, grad_norm: 5.5311 2020-07-26 11:36:26,936 - mmaction - INFO - Epoch [16][2220/3757] lr: 1.000e-02, eta: 7 days, 6:25:57, time: 1.997, data_time: 1.160, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7328, loss_cls: 2.2573, loss: 2.2573, grad_norm: 5.4961 2020-07-26 11:37:01,105 - mmaction - INFO - Epoch [16][2240/3757] lr: 1.000e-02, eta: 7 days, 6:24:47, time: 1.708, data_time: 0.596, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7406, loss_cls: 2.2791, loss: 2.2791, grad_norm: 5.6398 2020-07-26 11:37:40,529 - mmaction - INFO - Epoch [16][2260/3757] lr: 1.000e-02, eta: 7 days, 6:24:06, time: 1.966, data_time: 0.004, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7016, loss_cls: 2.3293, loss: 2.3293, grad_norm: 5.5463 2020-07-26 11:38:18,171 - mmaction - INFO - Epoch [16][2280/3757] lr: 1.000e-02, eta: 7 days, 6:23:17, time: 1.887, data_time: 0.012, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7258, loss_cls: 2.2983, loss: 2.2983, grad_norm: 5.3440 2020-07-26 11:38:58,914 - mmaction - INFO - Epoch [16][2300/3757] lr: 1.000e-02, eta: 7 days, 6:22:43, time: 2.035, data_time: 0.009, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7328, loss_cls: 2.2452, loss: 2.2452, grad_norm: 5.4734 2020-07-26 11:39:39,924 - mmaction - INFO - Epoch [16][2320/3757] lr: 1.000e-02, eta: 7 days, 6:22:11, time: 2.053, data_time: 1.119, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7359, loss_cls: 2.2669, loss: 2.2669, grad_norm: 5.5502 2020-07-26 11:40:17,864 - mmaction - INFO - Epoch [16][2340/3757] lr: 1.000e-02, eta: 7 days, 6:21:22, time: 1.892, data_time: 1.327, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7250, loss_cls: 2.2119, loss: 2.2119, grad_norm: 5.3248 2020-07-26 11:40:53,501 - mmaction - INFO - Epoch [16][2360/3757] lr: 1.000e-02, eta: 7 days, 6:20:21, time: 1.782, data_time: 1.141, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7180, loss_cls: 2.3376, loss: 2.3376, grad_norm: 5.4457 2020-07-26 11:41:33,545 - mmaction - INFO - Epoch [16][2380/3757] lr: 1.000e-02, eta: 7 days, 6:19:44, time: 2.007, data_time: 0.653, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7016, loss_cls: 2.3725, loss: 2.3725, grad_norm: 5.3955 2020-07-26 11:42:11,904 - mmaction - INFO - Epoch [16][2400/3757] lr: 1.000e-02, eta: 7 days, 6:18:58, time: 1.919, data_time: 0.010, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7281, loss_cls: 2.2763, loss: 2.2763, grad_norm: 5.5075 2020-07-26 11:42:51,726 - mmaction - INFO - Epoch [16][2420/3757] lr: 1.000e-02, eta: 7 days, 6:18:20, time: 1.992, data_time: 0.009, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7398, loss_cls: 2.2069, loss: 2.2069, grad_norm: 5.4483 2020-07-26 11:43:30,045 - mmaction - INFO - Epoch [16][2440/3757] lr: 1.000e-02, eta: 7 days, 6:17:33, time: 1.916, data_time: 0.114, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7422, loss_cls: 2.1679, loss: 2.1679, grad_norm: 5.4226 2020-07-26 11:44:10,310 - mmaction - INFO - Epoch [16][2460/3757] lr: 1.000e-02, eta: 7 days, 6:16:57, time: 2.011, data_time: 1.016, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7133, loss_cls: 2.2884, loss: 2.2884, grad_norm: 5.4326 2020-07-26 11:44:49,781 - mmaction - INFO - Epoch [16][2480/3757] lr: 1.000e-02, eta: 7 days, 6:16:17, time: 1.975, data_time: 0.673, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7039, loss_cls: 2.3256, loss: 2.3256, grad_norm: 5.4725 2020-07-26 11:45:27,636 - mmaction - INFO - Epoch [16][2500/3757] lr: 1.000e-02, eta: 7 days, 6:15:27, time: 1.886, data_time: 0.577, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7156, loss_cls: 2.3075, loss: 2.3075, grad_norm: 5.5265 2020-07-26 11:46:04,090 - mmaction - INFO - Epoch [16][2520/3757] lr: 1.000e-02, eta: 7 days, 6:14:31, time: 1.828, data_time: 0.435, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7328, loss_cls: 2.1959, loss: 2.1959, grad_norm: 5.4848 2020-07-26 11:46:45,061 - mmaction - INFO - Epoch [16][2540/3757] lr: 1.000e-02, eta: 7 days, 6:13:59, time: 2.051, data_time: 0.136, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7234, loss_cls: 2.2504, loss: 2.2504, grad_norm: 5.3125 2020-07-26 11:47:21,924 - mmaction - INFO - Epoch [16][2560/3757] lr: 1.000e-02, eta: 7 days, 6:13:05, time: 1.842, data_time: 0.257, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7352, loss_cls: 2.1925, loss: 2.1925, grad_norm: 5.2500 2020-07-26 11:48:03,541 - mmaction - INFO - Epoch [16][2580/3757] lr: 1.000e-02, eta: 7 days, 6:12:36, time: 2.076, data_time: 0.030, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.2467, loss: 2.2467, grad_norm: 5.4366 2020-07-26 11:48:40,523 - mmaction - INFO - Epoch [16][2600/3757] lr: 1.000e-02, eta: 7 days, 6:11:43, time: 1.854, data_time: 0.008, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7055, loss_cls: 2.3306, loss: 2.3306, grad_norm: 5.4464 2020-07-26 11:49:20,992 - mmaction - INFO - Epoch [16][2620/3757] lr: 1.000e-02, eta: 7 days, 6:11:08, time: 2.025, data_time: 0.009, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7180, loss_cls: 2.3103, loss: 2.3103, grad_norm: 5.3845 2020-07-26 11:49:59,215 - mmaction - INFO - Epoch [16][2640/3757] lr: 1.000e-02, eta: 7 days, 6:10:21, time: 1.911, data_time: 0.002, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7406, loss_cls: 2.2384, loss: 2.2384, grad_norm: 5.4848 2020-07-26 11:50:39,040 - mmaction - INFO - Epoch [16][2660/3757] lr: 1.000e-02, eta: 7 days, 6:09:42, time: 1.985, data_time: 0.007, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.2918, loss: 2.2918, grad_norm: 5.5841 2020-07-26 11:51:15,932 - mmaction - INFO - Epoch [16][2680/3757] lr: 1.000e-02, eta: 7 days, 6:08:48, time: 1.850, data_time: 0.010, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7086, loss_cls: 2.3501, loss: 2.3501, grad_norm: 5.3425 2020-07-26 11:51:55,344 - mmaction - INFO - Epoch [16][2700/3757] lr: 1.000e-02, eta: 7 days, 6:08:07, time: 1.963, data_time: 0.009, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7414, loss_cls: 2.1552, loss: 2.1552, grad_norm: 5.3183 2020-07-26 11:52:33,738 - mmaction - INFO - Epoch [16][2720/3757] lr: 1.000e-02, eta: 7 days, 6:07:21, time: 1.924, data_time: 0.011, memory: 5170, top1_acc: 0.4398, top5_acc: 0.7094, loss_cls: 2.3514, loss: 2.3514, grad_norm: 5.5455 2020-07-26 11:53:15,940 - mmaction - INFO - Epoch [16][2740/3757] lr: 1.000e-02, eta: 7 days, 6:06:55, time: 2.108, data_time: 0.009, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7250, loss_cls: 2.1938, loss: 2.1938, grad_norm: 5.4053 2020-07-26 11:53:57,633 - mmaction - INFO - Epoch [16][2760/3757] lr: 1.000e-02, eta: 7 days, 6:06:28, time: 2.091, data_time: 0.023, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7227, loss_cls: 2.2810, loss: 2.2810, grad_norm: 5.5472 2020-07-26 11:54:35,665 - mmaction - INFO - Epoch [16][2780/3757] lr: 1.000e-02, eta: 7 days, 6:05:40, time: 1.901, data_time: 0.006, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7180, loss_cls: 2.2798, loss: 2.2798, grad_norm: 5.4472 2020-07-26 11:55:13,022 - mmaction - INFO - Epoch [16][2800/3757] lr: 1.000e-02, eta: 7 days, 6:04:47, time: 1.862, data_time: 0.009, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7148, loss_cls: 2.3120, loss: 2.3120, grad_norm: 5.7041 2020-07-26 11:55:54,450 - mmaction - INFO - Epoch [16][2820/3757] lr: 1.000e-02, eta: 7 days, 6:04:18, time: 2.071, data_time: 0.229, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7195, loss_cls: 2.3023, loss: 2.3023, grad_norm: 5.6464 2020-07-26 11:56:35,756 - mmaction - INFO - Epoch [16][2840/3757] lr: 1.000e-02, eta: 7 days, 6:03:47, time: 2.067, data_time: 0.226, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7211, loss_cls: 2.2980, loss: 2.2980, grad_norm: 5.5436 2020-07-26 11:57:16,127 - mmaction - INFO - Epoch [16][2860/3757] lr: 1.000e-02, eta: 7 days, 6:03:12, time: 2.019, data_time: 0.008, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7297, loss_cls: 2.2896, loss: 2.2896, grad_norm: 5.6018 2020-07-26 11:57:51,257 - mmaction - INFO - Epoch [16][2880/3757] lr: 1.000e-02, eta: 7 days, 6:02:09, time: 1.757, data_time: 0.540, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7109, loss_cls: 2.2876, loss: 2.2876, grad_norm: 5.5495 2020-07-26 11:58:32,021 - mmaction - INFO - Epoch [16][2900/3757] lr: 1.000e-02, eta: 7 days, 6:01:35, time: 2.032, data_time: 0.077, memory: 5170, top1_acc: 0.4469, top5_acc: 0.7203, loss_cls: 2.3365, loss: 2.3365, grad_norm: 5.5975 2020-07-26 11:59:09,884 - mmaction - INFO - Epoch [16][2920/3757] lr: 1.000e-02, eta: 7 days, 6:00:47, time: 1.900, data_time: 0.029, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7320, loss_cls: 2.2115, loss: 2.2115, grad_norm: 5.4402 2020-07-26 11:59:50,415 - mmaction - INFO - Epoch [16][2940/3757] lr: 1.000e-02, eta: 7 days, 6:00:12, time: 2.027, data_time: 0.008, memory: 5170, top1_acc: 0.4523, top5_acc: 0.7234, loss_cls: 2.2754, loss: 2.2754, grad_norm: 5.4495 2020-07-26 12:00:27,504 - mmaction - INFO - Epoch [16][2960/3757] lr: 1.000e-02, eta: 7 days, 5:59:17, time: 1.832, data_time: 0.121, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7180, loss_cls: 2.2873, loss: 2.2873, grad_norm: 5.3932 2020-07-26 12:01:10,204 - mmaction - INFO - Epoch [16][2980/3757] lr: 1.000e-02, eta: 7 days, 5:58:56, time: 2.157, data_time: 0.160, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7094, loss_cls: 2.3254, loss: 2.3254, grad_norm: 5.6331 2020-07-26 12:01:48,738 - mmaction - INFO - Epoch [16][3000/3757] lr: 1.000e-02, eta: 7 days, 5:58:10, time: 1.923, data_time: 0.003, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7180, loss_cls: 2.2880, loss: 2.2880, grad_norm: 5.4410 2020-07-26 12:02:28,329 - mmaction - INFO - Epoch [16][3020/3757] lr: 1.000e-02, eta: 7 days, 5:57:31, time: 1.982, data_time: 0.040, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7219, loss_cls: 2.2912, loss: 2.2912, grad_norm: 5.5154 2020-07-26 12:03:06,641 - mmaction - INFO - Epoch [16][3040/3757] lr: 1.000e-02, eta: 7 days, 5:56:44, time: 1.911, data_time: 0.263, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7281, loss_cls: 2.2539, loss: 2.2539, grad_norm: 5.4242 2020-07-26 12:03:45,231 - mmaction - INFO - Epoch [16][3060/3757] lr: 1.000e-02, eta: 7 days, 5:56:00, time: 1.934, data_time: 0.279, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7102, loss_cls: 2.2945, loss: 2.2945, grad_norm: 5.5119 2020-07-26 12:04:26,351 - mmaction - INFO - Epoch [16][3080/3757] lr: 1.000e-02, eta: 7 days, 5:55:28, time: 2.057, data_time: 0.995, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7172, loss_cls: 2.2831, loss: 2.2831, grad_norm: 5.3622 2020-07-26 12:05:06,270 - mmaction - INFO - Epoch [16][3100/3757] lr: 1.000e-02, eta: 7 days, 5:54:50, time: 1.996, data_time: 0.002, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7203, loss_cls: 2.2588, loss: 2.2588, grad_norm: 5.3287 2020-07-26 12:05:44,757 - mmaction - INFO - Epoch [16][3120/3757] lr: 1.000e-02, eta: 7 days, 5:54:05, time: 1.924, data_time: 0.155, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7188, loss_cls: 2.2884, loss: 2.2884, grad_norm: 5.4916 2020-07-26 12:06:20,720 - mmaction - INFO - Epoch [16][3140/3757] lr: 1.000e-02, eta: 7 days, 5:53:06, time: 1.797, data_time: 0.172, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7227, loss_cls: 2.1785, loss: 2.1785, grad_norm: 5.2630 2020-07-26 12:06:57,129 - mmaction - INFO - Epoch [16][3160/3757] lr: 1.000e-02, eta: 7 days, 5:52:09, time: 1.822, data_time: 0.036, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7383, loss_cls: 2.2656, loss: 2.2656, grad_norm: 5.4777 2020-07-26 12:07:39,071 - mmaction - INFO - Epoch [16][3180/3757] lr: 1.000e-02, eta: 7 days, 5:51:42, time: 2.093, data_time: 0.432, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7094, loss_cls: 2.3025, loss: 2.3025, grad_norm: 5.4522 2020-07-26 12:08:17,183 - mmaction - INFO - Epoch [16][3200/3757] lr: 1.000e-02, eta: 7 days, 5:50:55, time: 1.907, data_time: 0.013, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7359, loss_cls: 2.2267, loss: 2.2267, grad_norm: 5.4325 2020-07-26 12:08:57,621 - mmaction - INFO - Epoch [16][3220/3757] lr: 1.000e-02, eta: 7 days, 5:50:20, time: 2.024, data_time: 0.011, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7266, loss_cls: 2.2939, loss: 2.2939, grad_norm: 5.4966 2020-07-26 12:09:32,080 - mmaction - INFO - Epoch [16][3240/3757] lr: 1.000e-02, eta: 7 days, 5:49:13, time: 1.722, data_time: 0.009, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7383, loss_cls: 2.2291, loss: 2.2291, grad_norm: 5.4265 2020-07-26 12:10:13,158 - mmaction - INFO - Epoch [16][3260/3757] lr: 1.000e-02, eta: 7 days, 5:48:40, time: 2.045, data_time: 0.014, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7188, loss_cls: 2.2962, loss: 2.2962, grad_norm: 5.5192 2020-07-26 12:10:55,061 - mmaction - INFO - Epoch [16][3280/3757] lr: 1.000e-02, eta: 7 days, 5:48:13, time: 2.100, data_time: 0.012, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7133, loss_cls: 2.3224, loss: 2.3224, grad_norm: 5.4744 2020-07-26 12:11:31,660 - mmaction - INFO - Epoch [16][3300/3757] lr: 1.000e-02, eta: 7 days, 5:47:17, time: 1.824, data_time: 0.013, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7367, loss_cls: 2.1743, loss: 2.1743, grad_norm: 5.4585 2020-07-26 12:12:12,054 - mmaction - INFO - Epoch [16][3320/3757] lr: 1.000e-02, eta: 7 days, 5:46:43, time: 2.026, data_time: 0.013, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7289, loss_cls: 2.2796, loss: 2.2796, grad_norm: 5.5824 2020-07-26 12:12:49,004 - mmaction - INFO - Epoch [16][3340/3757] lr: 1.000e-02, eta: 7 days, 5:45:50, time: 1.852, data_time: 0.009, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7258, loss_cls: 2.2476, loss: 2.2476, grad_norm: 5.5237 2020-07-26 12:13:28,693 - mmaction - INFO - Epoch [16][3360/3757] lr: 1.000e-02, eta: 7 days, 5:45:10, time: 1.984, data_time: 0.002, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7266, loss_cls: 2.2840, loss: 2.2840, grad_norm: 5.4332 2020-07-26 12:14:09,336 - mmaction - INFO - Epoch [16][3380/3757] lr: 1.000e-02, eta: 7 days, 5:44:36, time: 2.029, data_time: 0.008, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7312, loss_cls: 2.1879, loss: 2.1879, grad_norm: 5.4319 2020-07-26 12:14:42,972 - mmaction - INFO - Epoch [16][3400/3757] lr: 1.000e-02, eta: 7 days, 5:43:25, time: 1.685, data_time: 0.198, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7133, loss_cls: 2.2172, loss: 2.2172, grad_norm: 5.6148 2020-07-26 12:15:25,708 - mmaction - INFO - Epoch [16][3420/3757] lr: 1.000e-02, eta: 7 days, 5:43:02, time: 2.131, data_time: 0.538, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7211, loss_cls: 2.2840, loss: 2.2840, grad_norm: 5.5432 2020-07-26 12:16:05,920 - mmaction - INFO - Epoch [16][3440/3757] lr: 1.000e-02, eta: 7 days, 5:42:26, time: 2.015, data_time: 0.013, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7180, loss_cls: 2.2973, loss: 2.2973, grad_norm: 5.6463 2020-07-26 12:16:42,889 - mmaction - INFO - Epoch [16][3460/3757] lr: 1.000e-02, eta: 7 days, 5:41:32, time: 1.848, data_time: 0.009, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7477, loss_cls: 2.2076, loss: 2.2076, grad_norm: 5.5067 2020-07-26 12:17:23,178 - mmaction - INFO - Epoch [16][3480/3757] lr: 1.000e-02, eta: 7 days, 5:40:57, time: 2.016, data_time: 0.043, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7367, loss_cls: 2.2001, loss: 2.2001, grad_norm: 5.5476 2020-07-26 12:18:05,471 - mmaction - INFO - Epoch [16][3500/3757] lr: 1.000e-02, eta: 7 days, 5:40:31, time: 2.108, data_time: 0.007, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7227, loss_cls: 2.2894, loss: 2.2894, grad_norm: 5.5881 2020-07-26 12:18:41,686 - mmaction - INFO - Epoch [16][3520/3757] lr: 1.000e-02, eta: 7 days, 5:39:34, time: 1.817, data_time: 0.008, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7273, loss_cls: 2.2624, loss: 2.2624, grad_norm: 5.5278 2020-07-26 12:19:21,157 - mmaction - INFO - Epoch [16][3540/3757] lr: 1.000e-02, eta: 7 days, 5:38:53, time: 1.968, data_time: 0.008, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7250, loss_cls: 2.2717, loss: 2.2717, grad_norm: 5.5590 2020-07-26 12:19:58,946 - mmaction - INFO - Epoch [16][3560/3757] lr: 1.000e-02, eta: 7 days, 5:38:05, time: 1.895, data_time: 0.007, memory: 5170, top1_acc: 0.4594, top5_acc: 0.7289, loss_cls: 2.2705, loss: 2.2705, grad_norm: 5.5859 2020-07-26 12:20:39,168 - mmaction - INFO - Epoch [16][3580/3757] lr: 1.000e-02, eta: 7 days, 5:37:28, time: 2.011, data_time: 0.007, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7305, loss_cls: 2.2633, loss: 2.2633, grad_norm: 5.4583 2020-07-26 12:21:19,639 - mmaction - INFO - Epoch [16][3600/3757] lr: 1.000e-02, eta: 7 days, 5:36:53, time: 2.019, data_time: 0.002, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7320, loss_cls: 2.2284, loss: 2.2284, grad_norm: 5.5578 2020-07-26 12:21:56,508 - mmaction - INFO - Epoch [16][3620/3757] lr: 1.000e-02, eta: 7 days, 5:35:59, time: 1.845, data_time: 0.012, memory: 5170, top1_acc: 0.4617, top5_acc: 0.6992, loss_cls: 2.3463, loss: 2.3463, grad_norm: 5.5719 2020-07-26 12:22:34,418 - mmaction - INFO - Epoch [16][3640/3757] lr: 1.000e-02, eta: 7 days, 5:35:11, time: 1.897, data_time: 0.005, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7117, loss_cls: 2.3822, loss: 2.3822, grad_norm: 5.5073 2020-07-26 12:23:14,195 - mmaction - INFO - Epoch [16][3660/3757] lr: 1.000e-02, eta: 7 days, 5:34:32, time: 1.984, data_time: 0.043, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7242, loss_cls: 2.2711, loss: 2.2711, grad_norm: 5.3806 2020-07-26 12:23:54,022 - mmaction - INFO - Epoch [16][3680/3757] lr: 1.000e-02, eta: 7 days, 5:33:54, time: 1.996, data_time: 0.011, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7312, loss_cls: 2.2099, loss: 2.2099, grad_norm: 5.3951 2020-07-26 12:24:33,243 - mmaction - INFO - Epoch [16][3700/3757] lr: 1.000e-02, eta: 7 days, 5:33:13, time: 1.961, data_time: 0.009, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7281, loss_cls: 2.2073, loss: 2.2073, grad_norm: 5.4431 2020-07-26 12:25:09,373 - mmaction - INFO - Epoch [16][3720/3757] lr: 1.000e-02, eta: 7 days, 5:32:15, time: 1.806, data_time: 0.003, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7383, loss_cls: 2.2474, loss: 2.2474, grad_norm: 5.5887 2020-07-26 12:25:49,397 - mmaction - INFO - Epoch [16][3740/3757] lr: 1.000e-02, eta: 7 days, 5:31:37, time: 2.001, data_time: 0.026, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7297, loss_cls: 2.2399, loss: 2.2399, grad_norm: 5.3351 2020-07-26 12:26:15,821 - mmaction - INFO - Saving checkpoint at 16 epochs 2020-07-26 12:27:13,511 - mmaction - INFO - Epoch [17][20/3757] lr: 1.000e-02, eta: 7 days, 5:28:53, time: 2.793, data_time: 0.854, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7445, loss_cls: 2.1040, loss: 2.1040, grad_norm: 5.2961 2020-07-26 12:27:52,736 - mmaction - INFO - Epoch [17][40/3757] lr: 1.000e-02, eta: 7 days, 5:28:12, time: 1.968, data_time: 0.011, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7391, loss_cls: 2.2043, loss: 2.2043, grad_norm: 5.5810 2020-07-26 12:28:29,107 - mmaction - INFO - Epoch [17][60/3757] lr: 1.000e-02, eta: 7 days, 5:27:16, time: 1.819, data_time: 0.114, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7320, loss_cls: 2.2206, loss: 2.2206, grad_norm: 5.4970 2020-07-26 12:29:13,085 - mmaction - INFO - Epoch [17][80/3757] lr: 1.000e-02, eta: 7 days, 5:26:59, time: 2.196, data_time: 0.029, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7586, loss_cls: 2.1043, loss: 2.1043, grad_norm: 5.3013 2020-07-26 12:29:50,892 - mmaction - INFO - Epoch [17][100/3757] lr: 1.000e-02, eta: 7 days, 5:26:11, time: 1.894, data_time: 0.120, memory: 5170, top1_acc: 0.4617, top5_acc: 0.7141, loss_cls: 2.3073, loss: 2.3073, grad_norm: 5.5666 2020-07-26 12:30:29,313 - mmaction - INFO - Epoch [17][120/3757] lr: 1.000e-02, eta: 7 days, 5:25:24, time: 1.915, data_time: 0.003, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7398, loss_cls: 2.2394, loss: 2.2394, grad_norm: 5.4643 2020-07-26 12:31:10,303 - mmaction - INFO - Epoch [17][140/3757] lr: 1.000e-02, eta: 7 days, 5:24:53, time: 2.054, data_time: 0.010, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7047, loss_cls: 2.3402, loss: 2.3402, grad_norm: 5.5827 2020-07-26 12:31:45,272 - mmaction - INFO - Epoch [17][160/3757] lr: 1.000e-02, eta: 7 days, 5:23:49, time: 1.751, data_time: 0.008, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7422, loss_cls: 2.1811, loss: 2.1811, grad_norm: 5.3801 2020-07-26 12:32:26,848 - mmaction - INFO - Epoch [17][180/3757] lr: 1.000e-02, eta: 7 days, 5:23:20, time: 2.077, data_time: 0.002, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7250, loss_cls: 2.1950, loss: 2.1950, grad_norm: 5.5310 2020-07-26 12:33:06,500 - mmaction - INFO - Epoch [17][200/3757] lr: 1.000e-02, eta: 7 days, 5:22:41, time: 1.984, data_time: 0.348, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7453, loss_cls: 2.0998, loss: 2.0998, grad_norm: 5.3856 2020-07-26 12:33:44,574 - mmaction - INFO - Epoch [17][220/3757] lr: 1.000e-02, eta: 7 days, 5:21:53, time: 1.903, data_time: 0.003, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7430, loss_cls: 2.1553, loss: 2.1553, grad_norm: 5.6221 2020-07-26 12:34:24,441 - mmaction - INFO - Epoch [17][240/3757] lr: 1.000e-02, eta: 7 days, 5:21:15, time: 1.990, data_time: 0.010, memory: 5170, top1_acc: 0.4484, top5_acc: 0.7242, loss_cls: 2.2936, loss: 2.2936, grad_norm: 5.6625 2020-07-26 12:35:04,531 - mmaction - INFO - Epoch [17][260/3757] lr: 1.000e-02, eta: 7 days, 5:20:38, time: 2.009, data_time: 0.009, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7422, loss_cls: 2.2267, loss: 2.2267, grad_norm: 5.4487 2020-07-26 12:35:42,600 - mmaction - INFO - Epoch [17][280/3757] lr: 1.000e-02, eta: 7 days, 5:19:50, time: 1.900, data_time: 0.002, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7102, loss_cls: 2.3142, loss: 2.3142, grad_norm: 5.4763 2020-07-26 12:36:22,692 - mmaction - INFO - Epoch [17][300/3757] lr: 1.000e-02, eta: 7 days, 5:19:14, time: 2.006, data_time: 0.005, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7438, loss_cls: 2.1294, loss: 2.1294, grad_norm: 5.2887 2020-07-26 12:37:04,282 - mmaction - INFO - Epoch [17][320/3757] lr: 1.000e-02, eta: 7 days, 5:18:45, time: 2.080, data_time: 0.008, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7234, loss_cls: 2.2541, loss: 2.2541, grad_norm: 5.5065 2020-07-26 12:37:41,899 - mmaction - INFO - Epoch [17][340/3757] lr: 1.000e-02, eta: 7 days, 5:17:55, time: 1.882, data_time: 0.004, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7359, loss_cls: 2.2409, loss: 2.2409, grad_norm: 5.5989 2020-07-26 12:38:20,769 - mmaction - INFO - Epoch [17][360/3757] lr: 1.000e-02, eta: 7 days, 5:17:11, time: 1.941, data_time: 0.008, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7406, loss_cls: 2.1823, loss: 2.1823, grad_norm: 5.4676 2020-07-26 12:39:02,080 - mmaction - INFO - Epoch [17][380/3757] lr: 1.000e-02, eta: 7 days, 5:16:40, time: 2.061, data_time: 0.037, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7461, loss_cls: 2.1567, loss: 2.1567, grad_norm: 5.5549 2020-07-26 12:39:40,853 - mmaction - INFO - Epoch [17][400/3757] lr: 1.000e-02, eta: 7 days, 5:15:57, time: 1.942, data_time: 0.202, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7367, loss_cls: 2.2121, loss: 2.2121, grad_norm: 5.5829 2020-07-26 12:40:21,923 - mmaction - INFO - Epoch [17][420/3757] lr: 1.000e-02, eta: 7 days, 5:15:25, time: 2.051, data_time: 0.297, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7266, loss_cls: 2.2097, loss: 2.2097, grad_norm: 5.4987 2020-07-26 12:41:01,731 - mmaction - INFO - Epoch [17][440/3757] lr: 1.000e-02, eta: 7 days, 5:14:47, time: 1.992, data_time: 0.011, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7414, loss_cls: 2.1990, loss: 2.1990, grad_norm: 5.4485 2020-07-26 12:41:36,667 - mmaction - INFO - Epoch [17][460/3757] lr: 1.000e-02, eta: 7 days, 5:13:43, time: 1.749, data_time: 0.011, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7375, loss_cls: 2.2148, loss: 2.2148, grad_norm: 5.3878 2020-07-26 12:42:13,842 - mmaction - INFO - Epoch [17][480/3757] lr: 1.000e-02, eta: 7 days, 5:12:51, time: 1.860, data_time: 0.006, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7445, loss_cls: 2.2308, loss: 2.2308, grad_norm: 5.6917 2020-07-26 12:42:55,826 - mmaction - INFO - Epoch [17][500/3757] lr: 1.000e-02, eta: 7 days, 5:12:24, time: 2.095, data_time: 0.008, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7320, loss_cls: 2.2299, loss: 2.2299, grad_norm: 5.6527 2020-07-26 12:43:34,960 - mmaction - INFO - Epoch [17][520/3757] lr: 1.000e-02, eta: 7 days, 5:11:42, time: 1.961, data_time: 0.010, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7367, loss_cls: 2.1756, loss: 2.1756, grad_norm: 5.5610 2020-07-26 12:44:15,929 - mmaction - INFO - Epoch [17][540/3757] lr: 1.000e-02, eta: 7 days, 5:11:09, time: 2.043, data_time: 0.007, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7164, loss_cls: 2.2440, loss: 2.2440, grad_norm: 5.6854 2020-07-26 12:44:55,511 - mmaction - INFO - Epoch [17][560/3757] lr: 1.000e-02, eta: 7 days, 5:10:30, time: 1.984, data_time: 0.009, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7445, loss_cls: 2.1388, loss: 2.1388, grad_norm: 5.3942 2020-07-26 12:45:32,182 - mmaction - INFO - Epoch [17][580/3757] lr: 1.000e-02, eta: 7 days, 5:09:35, time: 1.827, data_time: 0.070, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7406, loss_cls: 2.2403, loss: 2.2403, grad_norm: 5.7119 2020-07-26 12:46:11,921 - mmaction - INFO - Epoch [17][600/3757] lr: 1.000e-02, eta: 7 days, 5:08:57, time: 1.993, data_time: 0.809, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7383, loss_cls: 2.2319, loss: 2.2319, grad_norm: 5.7670 2020-07-26 12:46:51,104 - mmaction - INFO - Epoch [17][620/3757] lr: 1.000e-02, eta: 7 days, 5:08:15, time: 1.957, data_time: 0.612, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7406, loss_cls: 2.1722, loss: 2.1722, grad_norm: 5.5609 2020-07-26 12:47:32,593 - mmaction - INFO - Epoch [17][640/3757] lr: 1.000e-02, eta: 7 days, 5:07:46, time: 2.078, data_time: 1.161, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7297, loss_cls: 2.2326, loss: 2.2326, grad_norm: 5.7204 2020-07-26 12:48:14,718 - mmaction - INFO - Epoch [17][660/3757] lr: 1.000e-02, eta: 7 days, 5:07:19, time: 2.101, data_time: 1.532, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7305, loss_cls: 2.1943, loss: 2.1943, grad_norm: 5.3836 2020-07-26 12:48:47,745 - mmaction - INFO - Epoch [17][680/3757] lr: 1.000e-02, eta: 7 days, 5:06:05, time: 1.654, data_time: 1.020, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.3045, loss: 2.3045, grad_norm: 5.6608 2020-07-26 12:49:29,279 - mmaction - INFO - Epoch [17][700/3757] lr: 1.000e-02, eta: 7 days, 5:05:35, time: 2.073, data_time: 1.042, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7453, loss_cls: 2.1574, loss: 2.1574, grad_norm: 5.3351 2020-07-26 12:50:10,217 - mmaction - INFO - Epoch [17][720/3757] lr: 1.000e-02, eta: 7 days, 5:05:03, time: 2.050, data_time: 1.382, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7242, loss_cls: 2.2448, loss: 2.2448, grad_norm: 5.5225 2020-07-26 12:50:51,511 - mmaction - INFO - Epoch [17][740/3757] lr: 1.000e-02, eta: 7 days, 5:04:33, time: 2.066, data_time: 1.486, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7523, loss_cls: 2.1407, loss: 2.1407, grad_norm: 5.5196 2020-07-26 12:51:26,522 - mmaction - INFO - Epoch [17][760/3757] lr: 1.000e-02, eta: 7 days, 5:03:29, time: 1.751, data_time: 1.163, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7422, loss_cls: 2.2097, loss: 2.2097, grad_norm: 5.5993 2020-07-26 12:52:03,398 - mmaction - INFO - Epoch [17][780/3757] lr: 1.000e-02, eta: 7 days, 5:02:35, time: 1.838, data_time: 0.882, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7328, loss_cls: 2.2354, loss: 2.2354, grad_norm: 5.5663 2020-07-26 12:52:47,745 - mmaction - INFO - Epoch [17][800/3757] lr: 1.000e-02, eta: 7 days, 5:02:21, time: 2.225, data_time: 0.107, memory: 5170, top1_acc: 0.4609, top5_acc: 0.7242, loss_cls: 2.2645, loss: 2.2645, grad_norm: 5.4978 2020-07-26 12:53:23,477 - mmaction - INFO - Epoch [17][820/3757] lr: 1.000e-02, eta: 7 days, 5:01:21, time: 1.783, data_time: 0.003, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7414, loss_cls: 2.0893, loss: 2.0893, grad_norm: 5.3121 2020-07-26 12:54:04,391 - mmaction - INFO - Epoch [17][840/3757] lr: 1.000e-02, eta: 7 days, 5:00:49, time: 2.049, data_time: 0.012, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7344, loss_cls: 2.1871, loss: 2.1871, grad_norm: 5.4381 2020-07-26 12:54:43,174 - mmaction - INFO - Epoch [17][860/3757] lr: 1.000e-02, eta: 7 days, 5:00:05, time: 1.939, data_time: 0.026, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7258, loss_cls: 2.2579, loss: 2.2579, grad_norm: 5.4645 2020-07-26 12:55:23,097 - mmaction - INFO - Epoch [17][880/3757] lr: 1.000e-02, eta: 7 days, 4:59:27, time: 1.994, data_time: 0.506, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7602, loss_cls: 2.1387, loss: 2.1387, grad_norm: 5.4248 2020-07-26 12:56:00,298 - mmaction - INFO - Epoch [17][900/3757] lr: 1.000e-02, eta: 7 days, 4:58:36, time: 1.864, data_time: 0.325, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7352, loss_cls: 2.1635, loss: 2.1635, grad_norm: 5.3774 2020-07-26 12:56:38,154 - mmaction - INFO - Epoch [17][920/3757] lr: 1.000e-02, eta: 7 days, 4:57:47, time: 1.892, data_time: 0.428, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7234, loss_cls: 2.2379, loss: 2.2379, grad_norm: 5.4534 2020-07-26 12:57:16,634 - mmaction - INFO - Epoch [17][940/3757] lr: 1.000e-02, eta: 7 days, 4:57:02, time: 1.925, data_time: 0.194, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7375, loss_cls: 2.2256, loss: 2.2256, grad_norm: 5.5558 2020-07-26 12:57:54,982 - mmaction - INFO - Epoch [17][960/3757] lr: 1.000e-02, eta: 7 days, 4:56:15, time: 1.908, data_time: 0.092, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7305, loss_cls: 2.2494, loss: 2.2494, grad_norm: 5.4873 2020-07-26 12:58:35,585 - mmaction - INFO - Epoch [17][980/3757] lr: 1.000e-02, eta: 7 days, 4:55:42, time: 2.039, data_time: 0.166, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7312, loss_cls: 2.1967, loss: 2.1967, grad_norm: 5.5091 2020-07-26 12:59:11,729 - mmaction - INFO - Epoch [17][1000/3757] lr: 1.000e-02, eta: 7 days, 4:54:44, time: 1.803, data_time: 0.029, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7250, loss_cls: 2.2542, loss: 2.2542, grad_norm: 5.5706 2020-07-26 12:59:50,011 - mmaction - INFO - Epoch [17][1020/3757] lr: 1.000e-02, eta: 7 days, 4:53:58, time: 1.915, data_time: 0.121, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7070, loss_cls: 2.3579, loss: 2.3579, grad_norm: 5.7360 2020-07-26 13:00:26,488 - mmaction - INFO - Epoch [17][1040/3757] lr: 1.000e-02, eta: 7 days, 4:53:02, time: 1.813, data_time: 0.231, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7336, loss_cls: 2.2047, loss: 2.2047, grad_norm: 5.3898 2020-07-26 13:01:07,682 - mmaction - INFO - Epoch [17][1060/3757] lr: 1.000e-02, eta: 7 days, 4:52:32, time: 2.073, data_time: 0.026, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7250, loss_cls: 2.2724, loss: 2.2724, grad_norm: 5.6083 2020-07-26 13:01:46,993 - mmaction - INFO - Epoch [17][1080/3757] lr: 1.000e-02, eta: 7 days, 4:51:51, time: 1.966, data_time: 0.003, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7297, loss_cls: 2.2258, loss: 2.2258, grad_norm: 5.5276 2020-07-26 13:02:25,857 - mmaction - INFO - Epoch [17][1100/3757] lr: 1.000e-02, eta: 7 days, 4:51:07, time: 1.940, data_time: 0.004, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7234, loss_cls: 2.2499, loss: 2.2499, grad_norm: 5.6032 2020-07-26 13:03:05,189 - mmaction - INFO - Epoch [17][1120/3757] lr: 1.000e-02, eta: 7 days, 4:50:26, time: 1.967, data_time: 0.010, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7125, loss_cls: 2.3203, loss: 2.3203, grad_norm: 5.5384 2020-07-26 13:03:45,507 - mmaction - INFO - Epoch [17][1140/3757] lr: 1.000e-02, eta: 7 days, 4:49:51, time: 2.017, data_time: 0.009, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7281, loss_cls: 2.2649, loss: 2.2649, grad_norm: 5.6019 2020-07-26 13:04:25,244 - mmaction - INFO - Epoch [17][1160/3757] lr: 1.000e-02, eta: 7 days, 4:49:12, time: 1.982, data_time: 0.011, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7398, loss_cls: 2.2245, loss: 2.2245, grad_norm: 5.6009 2020-07-26 13:05:10,072 - mmaction - INFO - Epoch [17][1180/3757] lr: 1.000e-02, eta: 7 days, 4:48:59, time: 2.246, data_time: 0.011, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7344, loss_cls: 2.2134, loss: 2.2134, grad_norm: 5.4293 2020-07-26 13:05:46,197 - mmaction - INFO - Epoch [17][1200/3757] lr: 1.000e-02, eta: 7 days, 4:48:02, time: 1.806, data_time: 0.005, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7164, loss_cls: 2.3187, loss: 2.3187, grad_norm: 5.6372 2020-07-26 13:06:20,165 - mmaction - INFO - Epoch [17][1220/3757] lr: 1.000e-02, eta: 7 days, 4:46:54, time: 1.696, data_time: 0.107, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7141, loss_cls: 2.3773, loss: 2.3773, grad_norm: 5.7168 2020-07-26 13:06:59,429 - mmaction - INFO - Epoch [17][1240/3757] lr: 1.000e-02, eta: 7 days, 4:46:13, time: 1.966, data_time: 0.876, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7086, loss_cls: 2.2897, loss: 2.2897, grad_norm: 5.4394 2020-07-26 13:07:41,265 - mmaction - INFO - Epoch [17][1260/3757] lr: 1.000e-02, eta: 7 days, 4:45:44, time: 2.086, data_time: 0.224, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7367, loss_cls: 2.2197, loss: 2.2197, grad_norm: 5.7159 2020-07-26 13:08:18,623 - mmaction - INFO - Epoch [17][1280/3757] lr: 1.000e-02, eta: 7 days, 4:44:53, time: 1.865, data_time: 0.010, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7719, loss_cls: 2.1162, loss: 2.1162, grad_norm: 5.5928 2020-07-26 13:08:57,503 - mmaction - INFO - Epoch [17][1300/3757] lr: 1.000e-02, eta: 7 days, 4:44:11, time: 1.953, data_time: 0.013, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7289, loss_cls: 2.2726, loss: 2.2726, grad_norm: 5.6161 2020-07-26 13:09:39,167 - mmaction - INFO - Epoch [17][1320/3757] lr: 1.000e-02, eta: 7 days, 4:43:41, time: 2.077, data_time: 0.010, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7320, loss_cls: 2.2382, loss: 2.2382, grad_norm: 5.4685 2020-07-26 13:10:13,566 - mmaction - INFO - Epoch [17][1340/3757] lr: 1.000e-02, eta: 7 days, 4:42:35, time: 1.717, data_time: 0.119, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.1559, loss: 2.1559, grad_norm: 5.5938 2020-07-26 13:10:55,257 - mmaction - INFO - Epoch [17][1360/3757] lr: 1.000e-02, eta: 7 days, 4:42:07, time: 2.092, data_time: 0.299, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7219, loss_cls: 2.2672, loss: 2.2672, grad_norm: 5.6027 2020-07-26 13:11:32,184 - mmaction - INFO - Epoch [17][1380/3757] lr: 1.000e-02, eta: 7 days, 4:41:14, time: 1.843, data_time: 0.050, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7305, loss_cls: 2.1328, loss: 2.1328, grad_norm: 5.4809 2020-07-26 13:12:13,742 - mmaction - INFO - Epoch [17][1400/3757] lr: 1.000e-02, eta: 7 days, 4:40:44, time: 2.076, data_time: 0.011, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7328, loss_cls: 2.2481, loss: 2.2481, grad_norm: 5.3726 2020-07-26 13:12:55,897 - mmaction - INFO - Epoch [17][1420/3757] lr: 1.000e-02, eta: 7 days, 4:40:18, time: 2.113, data_time: 0.010, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7195, loss_cls: 2.3032, loss: 2.3032, grad_norm: 5.6235 2020-07-26 13:13:33,456 - mmaction - INFO - Epoch [17][1440/3757] lr: 1.000e-02, eta: 7 days, 4:39:28, time: 1.878, data_time: 0.008, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7234, loss_cls: 2.2924, loss: 2.2924, grad_norm: 5.6058 2020-07-26 13:14:09,826 - mmaction - INFO - Epoch [17][1460/3757] lr: 1.000e-02, eta: 7 days, 4:38:32, time: 1.819, data_time: 0.197, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7281, loss_cls: 2.1901, loss: 2.1901, grad_norm: 5.5827 2020-07-26 13:14:51,785 - mmaction - INFO - Epoch [17][1480/3757] lr: 1.000e-02, eta: 7 days, 4:38:05, time: 2.097, data_time: 0.222, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7266, loss_cls: 2.1802, loss: 2.1802, grad_norm: 5.3896 2020-07-26 13:15:29,828 - mmaction - INFO - Epoch [17][1500/3757] lr: 1.000e-02, eta: 7 days, 4:37:17, time: 1.896, data_time: 0.327, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7414, loss_cls: 2.2070, loss: 2.2070, grad_norm: 5.6095 2020-07-26 13:16:06,015 - mmaction - INFO - Epoch [17][1520/3757] lr: 1.000e-02, eta: 7 days, 4:36:21, time: 1.818, data_time: 0.022, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7297, loss_cls: 2.2372, loss: 2.2372, grad_norm: 5.5595 2020-07-26 13:16:47,179 - mmaction - INFO - Epoch [17][1540/3757] lr: 1.000e-02, eta: 7 days, 4:35:49, time: 2.054, data_time: 0.008, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7281, loss_cls: 2.2127, loss: 2.2127, grad_norm: 5.4595 2020-07-26 13:17:27,712 - mmaction - INFO - Epoch [17][1560/3757] lr: 1.000e-02, eta: 7 days, 4:35:15, time: 2.028, data_time: 0.009, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7023, loss_cls: 2.3007, loss: 2.3007, grad_norm: 5.4859 2020-07-26 13:18:05,220 - mmaction - INFO - Epoch [17][1580/3757] lr: 1.000e-02, eta: 7 days, 4:34:25, time: 1.879, data_time: 0.009, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7234, loss_cls: 2.2413, loss: 2.2413, grad_norm: 5.4416 2020-07-26 13:18:38,822 - mmaction - INFO - Epoch [17][1600/3757] lr: 1.000e-02, eta: 7 days, 4:33:15, time: 1.679, data_time: 0.007, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7406, loss_cls: 2.2055, loss: 2.2055, grad_norm: 5.4531 2020-07-26 13:19:18,365 - mmaction - INFO - Epoch [17][1620/3757] lr: 1.000e-02, eta: 7 days, 4:32:34, time: 1.969, data_time: 0.340, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7367, loss_cls: 2.3070, loss: 2.3070, grad_norm: 5.6187 2020-07-26 13:19:58,337 - mmaction - INFO - Epoch [17][1640/3757] lr: 1.000e-02, eta: 7 days, 4:31:58, time: 2.007, data_time: 0.752, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7555, loss_cls: 2.1594, loss: 2.1594, grad_norm: 5.4385 2020-07-26 13:20:36,985 - mmaction - INFO - Epoch [17][1660/3757] lr: 1.000e-02, eta: 7 days, 4:31:13, time: 1.924, data_time: 1.102, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7281, loss_cls: 2.2519, loss: 2.2519, grad_norm: 5.5120 2020-07-26 13:21:18,645 - mmaction - INFO - Epoch [17][1680/3757] lr: 1.000e-02, eta: 7 days, 4:30:44, time: 2.085, data_time: 0.767, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7312, loss_cls: 2.1897, loss: 2.1897, grad_norm: 5.4478 2020-07-26 13:21:58,208 - mmaction - INFO - Epoch [17][1700/3757] lr: 1.000e-02, eta: 7 days, 4:30:05, time: 1.983, data_time: 0.011, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7242, loss_cls: 2.2886, loss: 2.2886, grad_norm: 5.5409 2020-07-26 13:22:34,092 - mmaction - INFO - Epoch [17][1720/3757] lr: 1.000e-02, eta: 7 days, 4:29:06, time: 1.793, data_time: 0.080, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7320, loss_cls: 2.2382, loss: 2.2382, grad_norm: 5.4521 2020-07-26 13:23:14,002 - mmaction - INFO - Epoch [17][1740/3757] lr: 1.000e-02, eta: 7 days, 4:28:28, time: 1.994, data_time: 0.951, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7023, loss_cls: 2.3103, loss: 2.3103, grad_norm: 5.4814 2020-07-26 13:23:51,087 - mmaction - INFO - Epoch [17][1760/3757] lr: 1.000e-02, eta: 7 days, 4:27:36, time: 1.849, data_time: 1.251, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7242, loss_cls: 2.2415, loss: 2.2415, grad_norm: 5.4572 2020-07-26 13:24:28,885 - mmaction - INFO - Epoch [17][1780/3757] lr: 1.000e-02, eta: 7 days, 4:26:47, time: 1.889, data_time: 1.260, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7148, loss_cls: 2.3077, loss: 2.3077, grad_norm: 5.4804 2020-07-26 13:25:06,388 - mmaction - INFO - Epoch [17][1800/3757] lr: 1.000e-02, eta: 7 days, 4:25:58, time: 1.886, data_time: 0.955, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7367, loss_cls: 2.2234, loss: 2.2234, grad_norm: 5.3526 2020-07-26 13:25:44,877 - mmaction - INFO - Epoch [17][1820/3757] lr: 1.000e-02, eta: 7 days, 4:25:13, time: 1.924, data_time: 0.318, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7195, loss_cls: 2.2447, loss: 2.2447, grad_norm: 5.4753 2020-07-26 13:26:26,674 - mmaction - INFO - Epoch [17][1840/3757] lr: 1.000e-02, eta: 7 days, 4:24:45, time: 2.090, data_time: 0.794, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7352, loss_cls: 2.2338, loss: 2.2338, grad_norm: 5.5348 2020-07-26 13:27:03,176 - mmaction - INFO - Epoch [17][1860/3757] lr: 1.000e-02, eta: 7 days, 4:23:50, time: 1.824, data_time: 0.356, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7016, loss_cls: 2.3296, loss: 2.3296, grad_norm: 5.5389 2020-07-26 13:27:44,175 - mmaction - INFO - Epoch [17][1880/3757] lr: 1.000e-02, eta: 7 days, 4:23:17, time: 2.047, data_time: 0.159, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7422, loss_cls: 2.1782, loss: 2.1782, grad_norm: 5.5530 2020-07-26 13:28:24,691 - mmaction - INFO - Epoch [17][1900/3757] lr: 1.000e-02, eta: 7 days, 4:22:43, time: 2.029, data_time: 1.295, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7500, loss_cls: 2.1716, loss: 2.1716, grad_norm: 5.5421 2020-07-26 13:29:05,382 - mmaction - INFO - Epoch [17][1920/3757] lr: 1.000e-02, eta: 7 days, 4:22:09, time: 2.035, data_time: 0.652, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7320, loss_cls: 2.2223, loss: 2.2223, grad_norm: 5.5763 2020-07-26 13:29:42,961 - mmaction - INFO - Epoch [17][1940/3757] lr: 1.000e-02, eta: 7 days, 4:21:19, time: 1.879, data_time: 0.012, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7672, loss_cls: 2.1321, loss: 2.1321, grad_norm: 5.5039 2020-07-26 13:30:23,842 - mmaction - INFO - Epoch [17][1960/3757] lr: 1.000e-02, eta: 7 days, 4:20:46, time: 2.043, data_time: 0.009, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7406, loss_cls: 2.1806, loss: 2.1806, grad_norm: 5.5821 2020-07-26 13:31:00,951 - mmaction - INFO - Epoch [17][1980/3757] lr: 1.000e-02, eta: 7 days, 4:19:54, time: 1.856, data_time: 0.005, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7289, loss_cls: 2.2655, loss: 2.2655, grad_norm: 5.5814 2020-07-26 13:31:37,704 - mmaction - INFO - Epoch [17][2000/3757] lr: 1.000e-02, eta: 7 days, 4:19:00, time: 1.830, data_time: 0.180, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7336, loss_cls: 2.2441, loss: 2.2441, grad_norm: 5.5182 2020-07-26 13:32:15,367 - mmaction - INFO - Epoch [17][2020/3757] lr: 1.000e-02, eta: 7 days, 4:18:11, time: 1.891, data_time: 1.047, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7258, loss_cls: 2.2658, loss: 2.2658, grad_norm: 5.4531 2020-07-26 13:32:54,598 - mmaction - INFO - Epoch [17][2040/3757] lr: 1.000e-02, eta: 7 days, 4:17:30, time: 1.960, data_time: 1.265, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7398, loss_cls: 2.2355, loss: 2.2355, grad_norm: 5.4561 2020-07-26 13:33:30,567 - mmaction - INFO - Epoch [17][2060/3757] lr: 1.000e-02, eta: 7 days, 4:16:32, time: 1.798, data_time: 1.159, memory: 5170, top1_acc: 0.4555, top5_acc: 0.7031, loss_cls: 2.3214, loss: 2.3214, grad_norm: 5.5449 2020-07-26 13:34:14,392 - mmaction - INFO - Epoch [17][2080/3757] lr: 1.000e-02, eta: 7 days, 4:16:14, time: 2.189, data_time: 1.264, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7422, loss_cls: 2.1764, loss: 2.1764, grad_norm: 5.4805 2020-07-26 13:34:52,496 - mmaction - INFO - Epoch [17][2100/3757] lr: 1.000e-02, eta: 7 days, 4:15:27, time: 1.904, data_time: 0.070, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7359, loss_cls: 2.1934, loss: 2.1934, grad_norm: 5.4435 2020-07-26 13:35:29,766 - mmaction - INFO - Epoch [17][2120/3757] lr: 1.000e-02, eta: 7 days, 4:14:36, time: 1.863, data_time: 0.231, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7383, loss_cls: 2.2083, loss: 2.2083, grad_norm: 5.2974 2020-07-26 13:36:07,931 - mmaction - INFO - Epoch [17][2140/3757] lr: 1.000e-02, eta: 7 days, 4:13:50, time: 1.912, data_time: 0.396, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7352, loss_cls: 2.2154, loss: 2.2154, grad_norm: 5.4714 2020-07-26 13:36:46,694 - mmaction - INFO - Epoch [17][2160/3757] lr: 1.000e-02, eta: 7 days, 4:13:06, time: 1.936, data_time: 0.953, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7359, loss_cls: 2.1956, loss: 2.1956, grad_norm: 5.3803 2020-07-26 13:37:29,539 - mmaction - INFO - Epoch [17][2180/3757] lr: 1.000e-02, eta: 7 days, 4:12:43, time: 2.145, data_time: 0.056, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7492, loss_cls: 2.1531, loss: 2.1531, grad_norm: 5.4707 2020-07-26 13:38:07,800 - mmaction - INFO - Epoch [17][2200/3757] lr: 1.000e-02, eta: 7 days, 4:11:56, time: 1.906, data_time: 0.008, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7586, loss_cls: 2.1274, loss: 2.1274, grad_norm: 5.4823 2020-07-26 13:38:45,929 - mmaction - INFO - Epoch [17][2220/3757] lr: 1.000e-02, eta: 7 days, 4:11:10, time: 1.913, data_time: 0.010, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7391, loss_cls: 2.1823, loss: 2.1823, grad_norm: 5.6069 2020-07-26 13:39:24,973 - mmaction - INFO - Epoch [17][2240/3757] lr: 1.000e-02, eta: 7 days, 4:10:27, time: 1.946, data_time: 0.008, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7312, loss_cls: 2.2780, loss: 2.2780, grad_norm: 5.5196 2020-07-26 13:40:02,709 - mmaction - INFO - Epoch [17][2260/3757] lr: 1.000e-02, eta: 7 days, 4:09:39, time: 1.894, data_time: 0.023, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7422, loss_cls: 2.1762, loss: 2.1762, grad_norm: 5.4758 2020-07-26 13:40:41,024 - mmaction - INFO - Epoch [17][2280/3757] lr: 1.000e-02, eta: 7 days, 4:08:53, time: 1.911, data_time: 0.002, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7195, loss_cls: 2.2687, loss: 2.2687, grad_norm: 5.4945 2020-07-26 13:41:19,655 - mmaction - INFO - Epoch [17][2300/3757] lr: 1.000e-02, eta: 7 days, 4:08:09, time: 1.936, data_time: 0.076, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7117, loss_cls: 2.2853, loss: 2.2853, grad_norm: 5.6021 2020-07-26 13:41:57,147 - mmaction - INFO - Epoch [17][2320/3757] lr: 1.000e-02, eta: 7 days, 4:07:19, time: 1.868, data_time: 0.163, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7297, loss_cls: 2.2517, loss: 2.2517, grad_norm: 5.4699 2020-07-26 13:42:35,991 - mmaction - INFO - Epoch [17][2340/3757] lr: 1.000e-02, eta: 7 days, 4:06:36, time: 1.948, data_time: 0.010, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7281, loss_cls: 2.2371, loss: 2.2371, grad_norm: 5.5854 2020-07-26 13:43:16,218 - mmaction - INFO - Epoch [17][2360/3757] lr: 1.000e-02, eta: 7 days, 4:06:00, time: 2.012, data_time: 0.003, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7359, loss_cls: 2.2066, loss: 2.2066, grad_norm: 5.4944 2020-07-26 13:43:56,178 - mmaction - INFO - Epoch [17][2380/3757] lr: 1.000e-02, eta: 7 days, 4:05:22, time: 1.995, data_time: 0.008, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7242, loss_cls: 2.3011, loss: 2.3011, grad_norm: 5.4863 2020-07-26 13:44:38,592 - mmaction - INFO - Epoch [17][2400/3757] lr: 1.000e-02, eta: 7 days, 4:04:57, time: 2.123, data_time: 0.006, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7227, loss_cls: 2.2682, loss: 2.2682, grad_norm: 5.5070 2020-07-26 13:45:17,290 - mmaction - INFO - Epoch [17][2420/3757] lr: 1.000e-02, eta: 7 days, 4:04:12, time: 1.926, data_time: 0.009, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7344, loss_cls: 2.2367, loss: 2.2367, grad_norm: 5.4797 2020-07-26 13:45:52,089 - mmaction - INFO - Epoch [17][2440/3757] lr: 1.000e-02, eta: 7 days, 4:03:10, time: 1.747, data_time: 0.105, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7258, loss_cls: 2.2520, loss: 2.2520, grad_norm: 5.4547 2020-07-26 13:46:32,789 - mmaction - INFO - Epoch [17][2460/3757] lr: 1.000e-02, eta: 7 days, 4:02:36, time: 2.037, data_time: 0.014, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7180, loss_cls: 2.2271, loss: 2.2271, grad_norm: 5.3807 2020-07-26 13:47:11,204 - mmaction - INFO - Epoch [17][2480/3757] lr: 1.000e-02, eta: 7 days, 4:01:50, time: 1.913, data_time: 0.007, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7320, loss_cls: 2.2388, loss: 2.2388, grad_norm: 5.5841 2020-07-26 13:47:48,974 - mmaction - INFO - Epoch [17][2500/3757] lr: 1.000e-02, eta: 7 days, 4:01:02, time: 1.895, data_time: 0.010, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7422, loss_cls: 2.1855, loss: 2.1855, grad_norm: 5.3806 2020-07-26 13:48:30,340 - mmaction - INFO - Epoch [17][2520/3757] lr: 1.000e-02, eta: 7 days, 4:00:31, time: 2.059, data_time: 0.014, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7266, loss_cls: 2.2657, loss: 2.2657, grad_norm: 5.4105 2020-07-26 13:49:08,236 - mmaction - INFO - Epoch [17][2540/3757] lr: 1.000e-02, eta: 7 days, 3:59:44, time: 1.904, data_time: 0.012, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7391, loss_cls: 2.1778, loss: 2.1778, grad_norm: 5.5153 2020-07-26 13:49:47,206 - mmaction - INFO - Epoch [17][2560/3757] lr: 1.000e-02, eta: 7 days, 3:59:01, time: 1.943, data_time: 0.008, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7414, loss_cls: 2.1845, loss: 2.1845, grad_norm: 5.4255 2020-07-26 13:50:25,883 - mmaction - INFO - Epoch [17][2580/3757] lr: 1.000e-02, eta: 7 days, 3:58:17, time: 1.933, data_time: 0.011, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7109, loss_cls: 2.2727, loss: 2.2727, grad_norm: 5.4754 2020-07-26 13:51:08,166 - mmaction - INFO - Epoch [17][2600/3757] lr: 1.000e-02, eta: 7 days, 3:57:51, time: 2.120, data_time: 0.010, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7336, loss_cls: 2.2073, loss: 2.2073, grad_norm: 5.4816 2020-07-26 13:51:46,773 - mmaction - INFO - Epoch [17][2620/3757] lr: 1.000e-02, eta: 7 days, 3:57:06, time: 1.924, data_time: 0.009, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7141, loss_cls: 2.2748, loss: 2.2748, grad_norm: 5.4557 2020-07-26 13:52:28,063 - mmaction - INFO - Epoch [17][2640/3757] lr: 1.000e-02, eta: 7 days, 3:56:36, time: 2.070, data_time: 0.010, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7688, loss_cls: 2.1128, loss: 2.1128, grad_norm: 5.3729 2020-07-26 13:53:04,948 - mmaction - INFO - Epoch [17][2660/3757] lr: 1.000e-02, eta: 7 days, 3:55:43, time: 1.845, data_time: 0.039, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7398, loss_cls: 2.2034, loss: 2.2034, grad_norm: 5.5486 2020-07-26 13:53:44,485 - mmaction - INFO - Epoch [17][2680/3757] lr: 1.000e-02, eta: 7 days, 3:55:02, time: 1.967, data_time: 0.459, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7195, loss_cls: 2.2766, loss: 2.2766, grad_norm: 5.4287 2020-07-26 13:54:24,631 - mmaction - INFO - Epoch [17][2700/3757] lr: 1.000e-02, eta: 7 days, 3:54:26, time: 2.012, data_time: 0.489, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7258, loss_cls: 2.2690, loss: 2.2690, grad_norm: 5.5163 2020-07-26 13:55:04,959 - mmaction - INFO - Epoch [17][2720/3757] lr: 1.000e-02, eta: 7 days, 3:53:51, time: 2.018, data_time: 0.013, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7195, loss_cls: 2.2365, loss: 2.2365, grad_norm: 5.5031 2020-07-26 13:55:41,764 - mmaction - INFO - Epoch [17][2740/3757] lr: 1.000e-02, eta: 7 days, 3:52:57, time: 1.840, data_time: 0.007, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7344, loss_cls: 2.2482, loss: 2.2482, grad_norm: 5.5805 2020-07-26 13:56:21,750 - mmaction - INFO - Epoch [17][2760/3757] lr: 1.000e-02, eta: 7 days, 3:52:20, time: 2.001, data_time: 0.029, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7305, loss_cls: 2.1903, loss: 2.1903, grad_norm: 5.4497 2020-07-26 13:56:57,720 - mmaction - INFO - Epoch [17][2780/3757] lr: 1.000e-02, eta: 7 days, 3:51:22, time: 1.793, data_time: 0.010, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7039, loss_cls: 2.3181, loss: 2.3181, grad_norm: 5.5784 2020-07-26 13:57:35,820 - mmaction - INFO - Epoch [17][2800/3757] lr: 1.000e-02, eta: 7 days, 3:50:36, time: 1.914, data_time: 0.073, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7266, loss_cls: 2.2133, loss: 2.2133, grad_norm: 5.4775 2020-07-26 13:58:14,849 - mmaction - INFO - Epoch [17][2820/3757] lr: 1.000e-02, eta: 7 days, 3:49:53, time: 1.944, data_time: 0.008, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7336, loss_cls: 2.2626, loss: 2.2626, grad_norm: 5.6505 2020-07-26 13:58:51,546 - mmaction - INFO - Epoch [17][2840/3757] lr: 1.000e-02, eta: 7 days, 3:49:00, time: 1.842, data_time: 0.126, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7281, loss_cls: 2.2275, loss: 2.2275, grad_norm: 5.6377 2020-07-26 13:59:34,220 - mmaction - INFO - Epoch [17][2860/3757] lr: 1.000e-02, eta: 7 days, 3:48:36, time: 2.133, data_time: 1.084, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7352, loss_cls: 2.2103, loss: 2.2103, grad_norm: 5.5154 2020-07-26 14:00:15,682 - mmaction - INFO - Epoch [17][2880/3757] lr: 1.000e-02, eta: 7 days, 3:48:05, time: 2.065, data_time: 1.305, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7375, loss_cls: 2.1758, loss: 2.1758, grad_norm: 5.4246 2020-07-26 14:00:51,536 - mmaction - INFO - Epoch [17][2900/3757] lr: 1.000e-02, eta: 7 days, 3:47:08, time: 1.795, data_time: 0.918, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7398, loss_cls: 2.1684, loss: 2.1684, grad_norm: 5.5341 2020-07-26 14:01:36,262 - mmaction - INFO - Epoch [17][2920/3757] lr: 1.000e-02, eta: 7 days, 3:46:54, time: 2.238, data_time: 0.592, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7195, loss_cls: 2.3027, loss: 2.3027, grad_norm: 5.7098 2020-07-26 14:02:09,937 - mmaction - INFO - Epoch [17][2940/3757] lr: 1.000e-02, eta: 7 days, 3:45:46, time: 1.687, data_time: 0.114, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7500, loss_cls: 2.1427, loss: 2.1427, grad_norm: 5.4132 2020-07-26 14:02:49,512 - mmaction - INFO - Epoch [17][2960/3757] lr: 1.000e-02, eta: 7 days, 3:45:05, time: 1.971, data_time: 0.033, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7406, loss_cls: 2.1841, loss: 2.1841, grad_norm: 5.4906 2020-07-26 14:03:27,381 - mmaction - INFO - Epoch [17][2980/3757] lr: 1.000e-02, eta: 7 days, 3:44:17, time: 1.894, data_time: 0.018, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7461, loss_cls: 2.2438, loss: 2.2438, grad_norm: 5.6845 2020-07-26 14:04:06,501 - mmaction - INFO - Epoch [17][3000/3757] lr: 1.000e-02, eta: 7 days, 3:43:37, time: 1.965, data_time: 0.011, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7250, loss_cls: 2.3006, loss: 2.3006, grad_norm: 5.5854 2020-07-26 14:04:46,969 - mmaction - INFO - Epoch [17][3020/3757] lr: 1.000e-02, eta: 7 days, 3:43:01, time: 2.020, data_time: 0.003, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7070, loss_cls: 2.3560, loss: 2.3560, grad_norm: 5.6421 2020-07-26 14:05:26,255 - mmaction - INFO - Epoch [17][3040/3757] lr: 1.000e-02, eta: 7 days, 3:42:20, time: 1.964, data_time: 0.005, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7438, loss_cls: 2.2249, loss: 2.2249, grad_norm: 5.6054 2020-07-26 14:06:03,868 - mmaction - INFO - Epoch [17][3060/3757] lr: 1.000e-02, eta: 7 days, 3:41:31, time: 1.885, data_time: 0.009, memory: 5170, top1_acc: 0.4516, top5_acc: 0.7117, loss_cls: 2.3236, loss: 2.3236, grad_norm: 5.5912 2020-07-26 14:06:43,744 - mmaction - INFO - Epoch [17][3080/3757] lr: 1.000e-02, eta: 7 days, 3:40:53, time: 1.994, data_time: 0.014, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7250, loss_cls: 2.2934, loss: 2.2934, grad_norm: 5.6645 2020-07-26 14:07:21,845 - mmaction - INFO - Epoch [17][3100/3757] lr: 1.000e-02, eta: 7 days, 3:40:07, time: 1.904, data_time: 0.002, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7289, loss_cls: 2.1859, loss: 2.1859, grad_norm: 5.5289 2020-07-26 14:08:00,374 - mmaction - INFO - Epoch [17][3120/3757] lr: 1.000e-02, eta: 7 days, 3:39:21, time: 1.920, data_time: 0.008, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7430, loss_cls: 2.1894, loss: 2.1894, grad_norm: 5.5139 2020-07-26 14:08:40,538 - mmaction - INFO - Epoch [17][3140/3757] lr: 1.000e-02, eta: 7 days, 3:38:45, time: 2.005, data_time: 0.010, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7086, loss_cls: 2.3453, loss: 2.3453, grad_norm: 5.5433 2020-07-26 14:09:21,587 - mmaction - INFO - Epoch [17][3160/3757] lr: 1.000e-02, eta: 7 days, 3:38:13, time: 2.062, data_time: 0.013, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7289, loss_cls: 2.2574, loss: 2.2574, grad_norm: 5.4276 2020-07-26 14:09:58,812 - mmaction - INFO - Epoch [17][3180/3757] lr: 1.000e-02, eta: 7 days, 3:37:22, time: 1.857, data_time: 0.008, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7148, loss_cls: 2.3074, loss: 2.3074, grad_norm: 5.5449 2020-07-26 14:10:38,175 - mmaction - INFO - Epoch [17][3200/3757] lr: 1.000e-02, eta: 7 days, 3:36:42, time: 1.971, data_time: 0.010, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7414, loss_cls: 2.2016, loss: 2.2016, grad_norm: 5.4326 2020-07-26 14:11:14,459 - mmaction - INFO - Epoch [17][3220/3757] lr: 1.000e-02, eta: 7 days, 3:35:45, time: 1.806, data_time: 0.009, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7266, loss_cls: 2.2806, loss: 2.2806, grad_norm: 5.4665 2020-07-26 14:11:58,180 - mmaction - INFO - Epoch [17][3240/3757] lr: 1.000e-02, eta: 7 days, 3:35:27, time: 2.195, data_time: 0.012, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7328, loss_cls: 2.1988, loss: 2.1988, grad_norm: 5.3265 2020-07-26 14:12:36,207 - mmaction - INFO - Epoch [17][3260/3757] lr: 1.000e-02, eta: 7 days, 3:34:39, time: 1.894, data_time: 0.008, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7328, loss_cls: 2.2381, loss: 2.2381, grad_norm: 5.4999 2020-07-26 14:13:14,567 - mmaction - INFO - Epoch [17][3280/3757] lr: 1.000e-02, eta: 7 days, 3:33:54, time: 1.921, data_time: 0.205, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7273, loss_cls: 2.3220, loss: 2.3220, grad_norm: 5.4486 2020-07-26 14:13:54,650 - mmaction - INFO - Epoch [17][3300/3757] lr: 1.000e-02, eta: 7 days, 3:33:18, time: 2.007, data_time: 1.091, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7227, loss_cls: 2.3075, loss: 2.3075, grad_norm: 5.4545 2020-07-26 14:14:34,705 - mmaction - INFO - Epoch [17][3320/3757] lr: 1.000e-02, eta: 7 days, 3:32:40, time: 1.994, data_time: 1.392, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7508, loss_cls: 2.1725, loss: 2.1725, grad_norm: 5.5037 2020-07-26 14:15:14,649 - mmaction - INFO - Epoch [17][3340/3757] lr: 1.000e-02, eta: 7 days, 3:32:02, time: 2.002, data_time: 1.207, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7227, loss_cls: 2.3055, loss: 2.3055, grad_norm: 5.4414 2020-07-26 14:15:51,982 - mmaction - INFO - Epoch [17][3360/3757] lr: 1.000e-02, eta: 7 days, 3:31:12, time: 1.870, data_time: 0.586, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7125, loss_cls: 2.3152, loss: 2.3152, grad_norm: 5.3403 2020-07-26 14:16:31,614 - mmaction - INFO - Epoch [17][3380/3757] lr: 1.000e-02, eta: 7 days, 3:30:33, time: 1.983, data_time: 1.182, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7375, loss_cls: 2.2093, loss: 2.2093, grad_norm: 5.5255 2020-07-26 14:17:08,475 - mmaction - INFO - Epoch [17][3400/3757] lr: 1.000e-02, eta: 7 days, 3:29:41, time: 1.843, data_time: 1.089, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7258, loss_cls: 2.2698, loss: 2.2698, grad_norm: 5.5175 2020-07-26 14:17:49,830 - mmaction - INFO - Epoch [17][3420/3757] lr: 1.000e-02, eta: 7 days, 3:29:09, time: 2.058, data_time: 0.617, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7289, loss_cls: 2.1784, loss: 2.1784, grad_norm: 5.3544 2020-07-26 14:18:29,140 - mmaction - INFO - Epoch [17][3440/3757] lr: 1.000e-02, eta: 7 days, 3:28:29, time: 1.973, data_time: 0.059, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7453, loss_cls: 2.2003, loss: 2.2003, grad_norm: 5.4074 2020-07-26 14:19:05,801 - mmaction - INFO - Epoch [17][3460/3757] lr: 1.000e-02, eta: 7 days, 3:27:34, time: 1.825, data_time: 0.114, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7211, loss_cls: 2.2897, loss: 2.2897, grad_norm: 5.4524 2020-07-26 14:19:46,592 - mmaction - INFO - Epoch [17][3480/3757] lr: 1.000e-02, eta: 7 days, 3:27:02, time: 2.049, data_time: 0.081, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7305, loss_cls: 2.2343, loss: 2.2343, grad_norm: 5.3934 2020-07-26 14:20:26,293 - mmaction - INFO - Epoch [17][3500/3757] lr: 1.000e-02, eta: 7 days, 3:26:22, time: 1.980, data_time: 0.010, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7234, loss_cls: 2.2304, loss: 2.2304, grad_norm: 5.5302 2020-07-26 14:21:02,584 - mmaction - INFO - Epoch [17][3520/3757] lr: 1.000e-02, eta: 7 days, 3:25:27, time: 1.819, data_time: 0.010, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7281, loss_cls: 2.2489, loss: 2.2489, grad_norm: 5.5815 2020-07-26 14:21:41,612 - mmaction - INFO - Epoch [17][3540/3757] lr: 1.000e-02, eta: 7 days, 3:24:45, time: 1.950, data_time: 0.038, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7188, loss_cls: 2.2193, loss: 2.2193, grad_norm: 5.4079 2020-07-26 14:22:17,592 - mmaction - INFO - Epoch [17][3560/3757] lr: 1.000e-02, eta: 7 days, 3:23:48, time: 1.801, data_time: 0.005, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7219, loss_cls: 2.3080, loss: 2.3080, grad_norm: 5.5073 2020-07-26 14:22:57,829 - mmaction - INFO - Epoch [17][3580/3757] lr: 1.000e-02, eta: 7 days, 3:23:12, time: 2.011, data_time: 0.002, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7523, loss_cls: 2.1609, loss: 2.1609, grad_norm: 5.4889 2020-07-26 14:23:36,010 - mmaction - INFO - Epoch [17][3600/3757] lr: 1.000e-02, eta: 7 days, 3:22:26, time: 1.909, data_time: 0.006, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7281, loss_cls: 2.2133, loss: 2.2133, grad_norm: 5.4365 2020-07-26 14:24:14,716 - mmaction - INFO - Epoch [17][3620/3757] lr: 1.000e-02, eta: 7 days, 3:21:41, time: 1.928, data_time: 0.115, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7109, loss_cls: 2.2508, loss: 2.2508, grad_norm: 5.4117 2020-07-26 14:24:53,627 - mmaction - INFO - Epoch [17][3640/3757] lr: 1.000e-02, eta: 7 days, 3:20:59, time: 1.952, data_time: 0.105, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7172, loss_cls: 2.3740, loss: 2.3740, grad_norm: 5.6400 2020-07-26 14:25:33,695 - mmaction - INFO - Epoch [17][3660/3757] lr: 1.000e-02, eta: 7 days, 3:20:22, time: 1.998, data_time: 0.834, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7281, loss_cls: 2.2041, loss: 2.2041, grad_norm: 5.5178 2020-07-26 14:26:13,322 - mmaction - INFO - Epoch [17][3680/3757] lr: 1.000e-02, eta: 7 days, 3:19:43, time: 1.988, data_time: 0.080, memory: 5170, top1_acc: 0.4453, top5_acc: 0.7008, loss_cls: 2.3551, loss: 2.3551, grad_norm: 5.7447 2020-07-26 14:26:50,006 - mmaction - INFO - Epoch [17][3700/3757] lr: 1.000e-02, eta: 7 days, 3:18:50, time: 1.832, data_time: 0.603, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7211, loss_cls: 2.2962, loss: 2.2962, grad_norm: 5.5948 2020-07-26 14:27:28,270 - mmaction - INFO - Epoch [17][3720/3757] lr: 1.000e-02, eta: 7 days, 3:18:03, time: 1.909, data_time: 0.158, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7273, loss_cls: 2.2519, loss: 2.2519, grad_norm: 5.5807 2020-07-26 14:28:06,210 - mmaction - INFO - Epoch [17][3740/3757] lr: 1.000e-02, eta: 7 days, 3:17:16, time: 1.903, data_time: 0.015, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7180, loss_cls: 2.2298, loss: 2.2298, grad_norm: 5.5197 2020-07-26 14:28:34,450 - mmaction - INFO - Saving checkpoint at 17 epochs 2020-07-26 14:29:33,803 - mmaction - INFO - Epoch [18][20/3757] lr: 1.000e-02, eta: 7 days, 3:14:46, time: 2.868, data_time: 1.518, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7430, loss_cls: 2.2460, loss: 2.2460, grad_norm: 5.5530 2020-07-26 14:30:14,223 - mmaction - INFO - Epoch [18][40/3757] lr: 1.000e-02, eta: 7 days, 3:14:11, time: 2.024, data_time: 0.028, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7641, loss_cls: 2.0676, loss: 2.0676, grad_norm: 5.4136 2020-07-26 14:30:54,935 - mmaction - INFO - Epoch [18][60/3757] lr: 1.000e-02, eta: 7 days, 3:13:37, time: 2.033, data_time: 0.960, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7391, loss_cls: 2.1922, loss: 2.1922, grad_norm: 5.5416 2020-07-26 14:31:33,091 - mmaction - INFO - Epoch [18][80/3757] lr: 1.000e-02, eta: 7 days, 3:12:51, time: 1.914, data_time: 1.145, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7094, loss_cls: 2.2578, loss: 2.2578, grad_norm: 5.4842 2020-07-26 14:32:13,424 - mmaction - INFO - Epoch [18][100/3757] lr: 1.000e-02, eta: 7 days, 3:12:16, time: 2.017, data_time: 0.379, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7219, loss_cls: 2.2895, loss: 2.2895, grad_norm: 5.5375 2020-07-26 14:32:51,464 - mmaction - INFO - Epoch [18][120/3757] lr: 1.000e-02, eta: 7 days, 3:11:28, time: 1.893, data_time: 0.433, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7242, loss_cls: 2.2091, loss: 2.2091, grad_norm: 5.4804 2020-07-26 14:33:30,589 - mmaction - INFO - Epoch [18][140/3757] lr: 1.000e-02, eta: 7 days, 3:10:47, time: 1.965, data_time: 0.101, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7375, loss_cls: 2.2679, loss: 2.2679, grad_norm: 5.6657 2020-07-26 14:34:08,053 - mmaction - INFO - Epoch [18][160/3757] lr: 1.000e-02, eta: 7 days, 3:09:58, time: 1.873, data_time: 0.003, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7359, loss_cls: 2.1952, loss: 2.1952, grad_norm: 5.3926 2020-07-26 14:34:47,677 - mmaction - INFO - Epoch [18][180/3757] lr: 1.000e-02, eta: 7 days, 3:09:18, time: 1.977, data_time: 0.003, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7203, loss_cls: 2.3516, loss: 2.3516, grad_norm: 5.6689 2020-07-26 14:35:27,576 - mmaction - INFO - Epoch [18][200/3757] lr: 1.000e-02, eta: 7 days, 3:08:40, time: 1.994, data_time: 0.009, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7422, loss_cls: 2.2148, loss: 2.2148, grad_norm: 5.4545 2020-07-26 14:36:02,522 - mmaction - INFO - Epoch [18][220/3757] lr: 1.000e-02, eta: 7 days, 3:07:39, time: 1.750, data_time: 0.028, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7297, loss_cls: 2.2023, loss: 2.2023, grad_norm: 5.3712 2020-07-26 14:36:43,189 - mmaction - INFO - Epoch [18][240/3757] lr: 1.000e-02, eta: 7 days, 3:07:04, time: 2.028, data_time: 0.030, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7648, loss_cls: 2.0616, loss: 2.0616, grad_norm: 5.1605 2020-07-26 14:37:23,932 - mmaction - INFO - Epoch [18][260/3757] lr: 1.000e-02, eta: 7 days, 3:06:31, time: 2.044, data_time: 0.011, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7312, loss_cls: 2.1845, loss: 2.1845, grad_norm: 5.4760 2020-07-26 14:38:01,297 - mmaction - INFO - Epoch [18][280/3757] lr: 1.000e-02, eta: 7 days, 3:05:41, time: 1.868, data_time: 0.010, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7367, loss_cls: 2.2006, loss: 2.2006, grad_norm: 5.4501 2020-07-26 14:38:41,592 - mmaction - INFO - Epoch [18][300/3757] lr: 1.000e-02, eta: 7 days, 3:05:05, time: 2.015, data_time: 0.003, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7148, loss_cls: 2.2519, loss: 2.2519, grad_norm: 5.5813 2020-07-26 14:39:18,434 - mmaction - INFO - Epoch [18][320/3757] lr: 1.000e-02, eta: 7 days, 3:04:12, time: 1.842, data_time: 0.008, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7602, loss_cls: 2.1317, loss: 2.1317, grad_norm: 5.5436 2020-07-26 14:39:57,362 - mmaction - INFO - Epoch [18][340/3757] lr: 1.000e-02, eta: 7 days, 3:03:29, time: 1.940, data_time: 0.009, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7367, loss_cls: 2.1214, loss: 2.1214, grad_norm: 5.5479 2020-07-26 14:40:32,018 - mmaction - INFO - Epoch [18][360/3757] lr: 1.000e-02, eta: 7 days, 3:02:27, time: 1.739, data_time: 0.012, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7453, loss_cls: 2.1562, loss: 2.1562, grad_norm: 5.4742 2020-07-26 14:41:12,894 - mmaction - INFO - Epoch [18][380/3757] lr: 1.000e-02, eta: 7 days, 3:01:54, time: 2.044, data_time: 0.009, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7234, loss_cls: 2.2908, loss: 2.2908, grad_norm: 5.5931 2020-07-26 14:41:54,561 - mmaction - INFO - Epoch [18][400/3757] lr: 1.000e-02, eta: 7 days, 3:01:24, time: 2.077, data_time: 0.003, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7477, loss_cls: 2.1329, loss: 2.1329, grad_norm: 5.3608 2020-07-26 14:42:34,138 - mmaction - INFO - Epoch [18][420/3757] lr: 1.000e-02, eta: 7 days, 3:00:45, time: 1.985, data_time: 0.013, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7195, loss_cls: 2.2892, loss: 2.2892, grad_norm: 5.6497 2020-07-26 14:43:10,446 - mmaction - INFO - Epoch [18][440/3757] lr: 1.000e-02, eta: 7 days, 2:59:50, time: 1.815, data_time: 0.003, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7227, loss_cls: 2.2564, loss: 2.2564, grad_norm: 5.7443 2020-07-26 14:43:50,320 - mmaction - INFO - Epoch [18][460/3757] lr: 1.000e-02, eta: 7 days, 2:59:11, time: 1.988, data_time: 0.020, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7180, loss_cls: 2.2877, loss: 2.2877, grad_norm: 5.5548 2020-07-26 14:44:29,932 - mmaction - INFO - Epoch [18][480/3757] lr: 1.000e-02, eta: 7 days, 2:58:32, time: 1.980, data_time: 0.015, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7375, loss_cls: 2.1715, loss: 2.1715, grad_norm: 5.4125 2020-07-26 14:45:08,525 - mmaction - INFO - Epoch [18][500/3757] lr: 1.000e-02, eta: 7 days, 2:57:49, time: 1.938, data_time: 0.370, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7289, loss_cls: 2.2248, loss: 2.2248, grad_norm: 5.4113 2020-07-26 14:45:45,454 - mmaction - INFO - Epoch [18][520/3757] lr: 1.000e-02, eta: 7 days, 2:56:57, time: 1.846, data_time: 0.097, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7148, loss_cls: 2.2932, loss: 2.2932, grad_norm: 5.6009 2020-07-26 14:46:26,087 - mmaction - INFO - Epoch [18][540/3757] lr: 1.000e-02, eta: 7 days, 2:56:22, time: 2.025, data_time: 0.017, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7312, loss_cls: 2.2013, loss: 2.2013, grad_norm: 5.2938 2020-07-26 14:47:09,629 - mmaction - INFO - Epoch [18][560/3757] lr: 1.000e-02, eta: 7 days, 2:56:02, time: 2.180, data_time: 0.251, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7242, loss_cls: 2.3118, loss: 2.3118, grad_norm: 5.6599 2020-07-26 14:47:48,596 - mmaction - INFO - Epoch [18][580/3757] lr: 1.000e-02, eta: 7 days, 2:55:20, time: 1.952, data_time: 0.008, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7273, loss_cls: 2.1845, loss: 2.1845, grad_norm: 5.4633 2020-07-26 14:48:29,895 - mmaction - INFO - Epoch [18][600/3757] lr: 1.000e-02, eta: 7 days, 2:54:49, time: 2.066, data_time: 0.021, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7391, loss_cls: 2.1383, loss: 2.1383, grad_norm: 5.5260 2020-07-26 14:49:06,371 - mmaction - INFO - Epoch [18][620/3757] lr: 1.000e-02, eta: 7 days, 2:53:54, time: 1.823, data_time: 0.132, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7250, loss_cls: 2.2487, loss: 2.2487, grad_norm: 5.4691 2020-07-26 14:49:42,495 - mmaction - INFO - Epoch [18][640/3757] lr: 1.000e-02, eta: 7 days, 2:52:58, time: 1.805, data_time: 0.149, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7344, loss_cls: 2.1717, loss: 2.1717, grad_norm: 5.5220 2020-07-26 14:50:22,925 - mmaction - INFO - Epoch [18][660/3757] lr: 1.000e-02, eta: 7 days, 2:52:23, time: 2.016, data_time: 0.034, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7219, loss_cls: 2.2641, loss: 2.2641, grad_norm: 5.3549 2020-07-26 14:51:02,588 - mmaction - INFO - Epoch [18][680/3757] lr: 1.000e-02, eta: 7 days, 2:51:44, time: 1.988, data_time: 0.238, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7289, loss_cls: 2.2511, loss: 2.2511, grad_norm: 5.3958 2020-07-26 14:51:40,513 - mmaction - INFO - Epoch [18][700/3757] lr: 1.000e-02, eta: 7 days, 2:50:56, time: 1.893, data_time: 0.028, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7172, loss_cls: 2.2651, loss: 2.2651, grad_norm: 5.6050 2020-07-26 14:52:19,828 - mmaction - INFO - Epoch [18][720/3757] lr: 1.000e-02, eta: 7 days, 2:50:16, time: 1.968, data_time: 0.914, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7242, loss_cls: 2.2588, loss: 2.2588, grad_norm: 5.5270 2020-07-26 14:52:58,821 - mmaction - INFO - Epoch [18][740/3757] lr: 1.000e-02, eta: 7 days, 2:49:34, time: 1.951, data_time: 1.084, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7328, loss_cls: 2.2163, loss: 2.2163, grad_norm: 5.5655 2020-07-26 14:53:36,941 - mmaction - INFO - Epoch [18][760/3757] lr: 1.000e-02, eta: 7 days, 2:48:48, time: 1.907, data_time: 0.652, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7336, loss_cls: 2.2409, loss: 2.2409, grad_norm: 5.4544 2020-07-26 14:54:21,439 - mmaction - INFO - Epoch [18][780/3757] lr: 1.000e-02, eta: 7 days, 2:48:31, time: 2.217, data_time: 1.287, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7508, loss_cls: 2.0737, loss: 2.0737, grad_norm: 5.2524 2020-07-26 14:54:58,604 - mmaction - INFO - Epoch [18][800/3757] lr: 1.000e-02, eta: 7 days, 2:47:41, time: 1.864, data_time: 1.238, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7297, loss_cls: 2.2257, loss: 2.2257, grad_norm: 5.4424 2020-07-26 14:55:36,870 - mmaction - INFO - Epoch [18][820/3757] lr: 1.000e-02, eta: 7 days, 2:46:55, time: 1.915, data_time: 1.336, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7445, loss_cls: 2.1764, loss: 2.1764, grad_norm: 5.5731 2020-07-26 14:56:15,646 - mmaction - INFO - Epoch [18][840/3757] lr: 1.000e-02, eta: 7 days, 2:46:12, time: 1.931, data_time: 0.962, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7430, loss_cls: 2.1883, loss: 2.1883, grad_norm: 5.5025 2020-07-26 14:56:54,982 - mmaction - INFO - Epoch [18][860/3757] lr: 1.000e-02, eta: 7 days, 2:45:32, time: 1.975, data_time: 0.026, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7359, loss_cls: 2.2521, loss: 2.2521, grad_norm: 5.7595 2020-07-26 14:57:34,638 - mmaction - INFO - Epoch [18][880/3757] lr: 1.000e-02, eta: 7 days, 2:44:52, time: 1.975, data_time: 0.008, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7188, loss_cls: 2.2731, loss: 2.2731, grad_norm: 5.6181 2020-07-26 14:58:10,452 - mmaction - INFO - Epoch [18][900/3757] lr: 1.000e-02, eta: 7 days, 2:43:55, time: 1.798, data_time: 0.149, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7422, loss_cls: 2.1702, loss: 2.1702, grad_norm: 5.4475 2020-07-26 14:58:51,077 - mmaction - INFO - Epoch [18][920/3757] lr: 1.000e-02, eta: 7 days, 2:43:21, time: 2.026, data_time: 0.034, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7250, loss_cls: 2.2245, loss: 2.2245, grad_norm: 5.6398 2020-07-26 14:59:29,678 - mmaction - INFO - Epoch [18][940/3757] lr: 1.000e-02, eta: 7 days, 2:42:37, time: 1.932, data_time: 0.011, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7305, loss_cls: 2.1784, loss: 2.1784, grad_norm: 5.4453 2020-07-26 15:00:13,980 - mmaction - INFO - Epoch [18][960/3757] lr: 1.000e-02, eta: 7 days, 2:42:17, time: 2.186, data_time: 0.006, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7422, loss_cls: 2.1669, loss: 2.1669, grad_norm: 5.5550 2020-07-26 15:00:48,668 - mmaction - INFO - Epoch [18][980/3757] lr: 1.000e-02, eta: 7 days, 2:41:18, time: 1.767, data_time: 0.404, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7516, loss_cls: 2.1780, loss: 2.1780, grad_norm: 5.5287 2020-07-26 15:01:29,753 - mmaction - INFO - Epoch [18][1000/3757] lr: 1.000e-02, eta: 7 days, 2:40:45, time: 2.052, data_time: 0.008, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7328, loss_cls: 2.2750, loss: 2.2750, grad_norm: 5.5095 2020-07-26 15:02:08,747 - mmaction - INFO - Epoch [18][1020/3757] lr: 1.000e-02, eta: 7 days, 2:40:03, time: 1.952, data_time: 0.008, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7367, loss_cls: 2.1347, loss: 2.1347, grad_norm: 5.4030 2020-07-26 15:02:50,241 - mmaction - INFO - Epoch [18][1040/3757] lr: 1.000e-02, eta: 7 days, 2:39:32, time: 2.065, data_time: 0.010, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7203, loss_cls: 2.2603, loss: 2.2603, grad_norm: 5.5070 2020-07-26 15:03:31,142 - mmaction - INFO - Epoch [18][1060/3757] lr: 1.000e-02, eta: 7 days, 2:39:00, time: 2.055, data_time: 0.013, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7148, loss_cls: 2.3461, loss: 2.3461, grad_norm: 5.6263 2020-07-26 15:04:11,667 - mmaction - INFO - Epoch [18][1080/3757] lr: 1.000e-02, eta: 7 days, 2:38:25, time: 2.026, data_time: 0.017, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7359, loss_cls: 2.2031, loss: 2.2031, grad_norm: 5.5813 2020-07-26 15:04:49,019 - mmaction - INFO - Epoch [18][1100/3757] lr: 1.000e-02, eta: 7 days, 2:37:35, time: 1.867, data_time: 0.003, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7352, loss_cls: 2.2127, loss: 2.2127, grad_norm: 5.5709 2020-07-26 15:05:27,321 - mmaction - INFO - Epoch [18][1120/3757] lr: 1.000e-02, eta: 7 days, 2:36:49, time: 1.908, data_time: 0.008, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7406, loss_cls: 2.1919, loss: 2.1919, grad_norm: 5.6480 2020-07-26 15:06:07,465 - mmaction - INFO - Epoch [18][1140/3757] lr: 1.000e-02, eta: 7 days, 2:36:13, time: 2.016, data_time: 0.011, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7500, loss_cls: 2.1189, loss: 2.1189, grad_norm: 5.5581 2020-07-26 15:06:45,421 - mmaction - INFO - Epoch [18][1160/3757] lr: 1.000e-02, eta: 7 days, 2:35:26, time: 1.891, data_time: 0.009, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7539, loss_cls: 2.0877, loss: 2.0877, grad_norm: 5.4874 2020-07-26 15:07:25,939 - mmaction - INFO - Epoch [18][1180/3757] lr: 1.000e-02, eta: 7 days, 2:34:51, time: 2.029, data_time: 0.023, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7281, loss_cls: 2.2423, loss: 2.2423, grad_norm: 5.5532 2020-07-26 15:08:06,616 - mmaction - INFO - Epoch [18][1200/3757] lr: 1.000e-02, eta: 7 days, 2:34:17, time: 2.032, data_time: 0.009, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7266, loss_cls: 2.2696, loss: 2.2696, grad_norm: 5.6950 2020-07-26 15:08:43,461 - mmaction - INFO - Epoch [18][1220/3757] lr: 1.000e-02, eta: 7 days, 2:33:25, time: 1.847, data_time: 0.020, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7477, loss_cls: 2.1455, loss: 2.1455, grad_norm: 5.4350 2020-07-26 15:09:20,886 - mmaction - INFO - Epoch [18][1240/3757] lr: 1.000e-02, eta: 7 days, 2:32:35, time: 1.863, data_time: 0.020, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7383, loss_cls: 2.1435, loss: 2.1435, grad_norm: 5.4796 2020-07-26 15:10:00,644 - mmaction - INFO - Epoch [18][1260/3757] lr: 1.000e-02, eta: 7 days, 2:31:57, time: 1.996, data_time: 0.155, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7289, loss_cls: 2.1851, loss: 2.1851, grad_norm: 5.5242 2020-07-26 15:10:38,053 - mmaction - INFO - Epoch [18][1280/3757] lr: 1.000e-02, eta: 7 days, 2:31:07, time: 1.871, data_time: 0.009, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7281, loss_cls: 2.1896, loss: 2.1896, grad_norm: 5.5398 2020-07-26 15:11:17,239 - mmaction - INFO - Epoch [18][1300/3757] lr: 1.000e-02, eta: 7 days, 2:30:25, time: 1.952, data_time: 0.008, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7305, loss_cls: 2.2237, loss: 2.2237, grad_norm: 5.4422 2020-07-26 15:11:52,199 - mmaction - INFO - Epoch [18][1320/3757] lr: 1.000e-02, eta: 7 days, 2:29:25, time: 1.755, data_time: 0.011, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7422, loss_cls: 2.1653, loss: 2.1653, grad_norm: 5.3029 2020-07-26 15:12:32,628 - mmaction - INFO - Epoch [18][1340/3757] lr: 1.000e-02, eta: 7 days, 2:28:49, time: 2.019, data_time: 0.205, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7180, loss_cls: 2.2200, loss: 2.2200, grad_norm: 5.3669 2020-07-26 15:13:14,364 - mmaction - INFO - Epoch [18][1360/3757] lr: 1.000e-02, eta: 7 days, 2:28:20, time: 2.088, data_time: 0.152, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7367, loss_cls: 2.2071, loss: 2.2071, grad_norm: 5.4675 2020-07-26 15:13:51,990 - mmaction - INFO - Epoch [18][1380/3757] lr: 1.000e-02, eta: 7 days, 2:27:31, time: 1.876, data_time: 0.016, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7500, loss_cls: 2.1527, loss: 2.1527, grad_norm: 5.4732 2020-07-26 15:14:34,177 - mmaction - INFO - Epoch [18][1400/3757] lr: 1.000e-02, eta: 7 days, 2:27:04, time: 2.109, data_time: 0.044, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7336, loss_cls: 2.1767, loss: 2.1767, grad_norm: 5.5620 2020-07-26 15:15:15,541 - mmaction - INFO - Epoch [18][1420/3757] lr: 1.000e-02, eta: 7 days, 2:26:34, time: 2.075, data_time: 0.010, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7242, loss_cls: 2.2178, loss: 2.2178, grad_norm: 5.3392 2020-07-26 15:15:53,737 - mmaction - INFO - Epoch [18][1440/3757] lr: 1.000e-02, eta: 7 days, 2:25:48, time: 1.910, data_time: 0.002, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7383, loss_cls: 2.1690, loss: 2.1690, grad_norm: 5.4514 2020-07-26 15:16:32,414 - mmaction - INFO - Epoch [18][1460/3757] lr: 1.000e-02, eta: 7 days, 2:25:04, time: 1.932, data_time: 0.013, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7297, loss_cls: 2.2661, loss: 2.2661, grad_norm: 5.5203 2020-07-26 15:17:06,993 - mmaction - INFO - Epoch [18][1480/3757] lr: 1.000e-02, eta: 7 days, 2:24:01, time: 1.728, data_time: 0.486, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7227, loss_cls: 2.2599, loss: 2.2599, grad_norm: 5.4994 2020-07-26 15:17:46,418 - mmaction - INFO - Epoch [18][1500/3757] lr: 1.000e-02, eta: 7 days, 2:23:21, time: 1.968, data_time: 1.338, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7484, loss_cls: 2.1521, loss: 2.1521, grad_norm: 5.4481 2020-07-26 15:18:24,755 - mmaction - INFO - Epoch [18][1520/3757] lr: 1.000e-02, eta: 7 days, 2:22:35, time: 1.912, data_time: 1.287, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7453, loss_cls: 2.0710, loss: 2.0710, grad_norm: 5.2655 2020-07-26 15:19:02,946 - mmaction - INFO - Epoch [18][1540/3757] lr: 1.000e-02, eta: 7 days, 2:21:50, time: 1.920, data_time: 1.281, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7312, loss_cls: 2.1777, loss: 2.1777, grad_norm: 5.4337 2020-07-26 15:19:43,140 - mmaction - INFO - Epoch [18][1560/3757] lr: 1.000e-02, eta: 7 days, 2:21:14, time: 2.006, data_time: 1.421, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7328, loss_cls: 2.2058, loss: 2.2058, grad_norm: 5.6050 2020-07-26 15:20:19,263 - mmaction - INFO - Epoch [18][1580/3757] lr: 1.000e-02, eta: 7 days, 2:20:18, time: 1.803, data_time: 1.091, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7445, loss_cls: 2.0994, loss: 2.0994, grad_norm: 5.4473 2020-07-26 15:20:56,692 - mmaction - INFO - Epoch [18][1600/3757] lr: 1.000e-02, eta: 7 days, 2:19:29, time: 1.878, data_time: 1.244, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7414, loss_cls: 2.1742, loss: 2.1742, grad_norm: 5.5997 2020-07-26 15:21:40,300 - mmaction - INFO - Epoch [18][1620/3757] lr: 1.000e-02, eta: 7 days, 2:19:08, time: 2.180, data_time: 1.328, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7336, loss_cls: 2.1814, loss: 2.1814, grad_norm: 5.6768 2020-07-26 15:22:18,019 - mmaction - INFO - Epoch [18][1640/3757] lr: 1.000e-02, eta: 7 days, 2:18:20, time: 1.885, data_time: 0.568, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7336, loss_cls: 2.2229, loss: 2.2229, grad_norm: 5.6367 2020-07-26 15:22:56,489 - mmaction - INFO - Epoch [18][1660/3757] lr: 1.000e-02, eta: 7 days, 2:17:36, time: 1.922, data_time: 1.255, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7555, loss_cls: 2.1830, loss: 2.1830, grad_norm: 5.7549 2020-07-26 15:23:37,688 - mmaction - INFO - Epoch [18][1680/3757] lr: 1.000e-02, eta: 7 days, 2:17:04, time: 2.060, data_time: 0.724, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7016, loss_cls: 2.3548, loss: 2.3548, grad_norm: 5.7159 2020-07-26 15:24:15,906 - mmaction - INFO - Epoch [18][1700/3757] lr: 1.000e-02, eta: 7 days, 2:16:18, time: 1.906, data_time: 0.010, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7344, loss_cls: 2.2587, loss: 2.2587, grad_norm: 5.6907 2020-07-26 15:24:56,796 - mmaction - INFO - Epoch [18][1720/3757] lr: 1.000e-02, eta: 7 days, 2:15:46, time: 2.054, data_time: 0.012, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7352, loss_cls: 2.2568, loss: 2.2568, grad_norm: 5.6937 2020-07-26 15:25:31,892 - mmaction - INFO - Epoch [18][1740/3757] lr: 1.000e-02, eta: 7 days, 2:14:45, time: 1.749, data_time: 0.007, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7555, loss_cls: 2.1818, loss: 2.1818, grad_norm: 5.4995 2020-07-26 15:26:13,012 - mmaction - INFO - Epoch [18][1760/3757] lr: 1.000e-02, eta: 7 days, 2:14:13, time: 2.057, data_time: 0.010, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.2626, loss: 2.2626, grad_norm: 5.6165 2020-07-26 15:26:51,649 - mmaction - INFO - Epoch [18][1780/3757] lr: 1.000e-02, eta: 7 days, 2:13:29, time: 1.931, data_time: 0.012, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7422, loss_cls: 2.2168, loss: 2.2168, grad_norm: 5.5371 2020-07-26 15:27:30,578 - mmaction - INFO - Epoch [18][1800/3757] lr: 1.000e-02, eta: 7 days, 2:12:47, time: 1.950, data_time: 0.010, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7656, loss_cls: 2.0723, loss: 2.0723, grad_norm: 5.3813 2020-07-26 15:28:09,473 - mmaction - INFO - Epoch [18][1820/3757] lr: 1.000e-02, eta: 7 days, 2:12:04, time: 1.946, data_time: 0.008, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7258, loss_cls: 2.2301, loss: 2.2301, grad_norm: 5.5955 2020-07-26 15:28:46,707 - mmaction - INFO - Epoch [18][1840/3757] lr: 1.000e-02, eta: 7 days, 2:11:14, time: 1.862, data_time: 0.003, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7469, loss_cls: 2.1362, loss: 2.1362, grad_norm: 5.5241 2020-07-26 15:29:24,898 - mmaction - INFO - Epoch [18][1860/3757] lr: 1.000e-02, eta: 7 days, 2:10:28, time: 1.910, data_time: 0.404, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7398, loss_cls: 2.2386, loss: 2.2386, grad_norm: 5.5983 2020-07-26 15:30:05,404 - mmaction - INFO - Epoch [18][1880/3757] lr: 1.000e-02, eta: 7 days, 2:09:53, time: 2.025, data_time: 0.861, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7391, loss_cls: 2.2266, loss: 2.2266, grad_norm: 5.5155 2020-07-26 15:30:42,254 - mmaction - INFO - Epoch [18][1900/3757] lr: 1.000e-02, eta: 7 days, 2:09:01, time: 1.842, data_time: 0.003, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7172, loss_cls: 2.2528, loss: 2.2528, grad_norm: 5.5888 2020-07-26 15:31:23,760 - mmaction - INFO - Epoch [18][1920/3757] lr: 1.000e-02, eta: 7 days, 2:08:30, time: 2.071, data_time: 0.014, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7438, loss_cls: 2.1374, loss: 2.1374, grad_norm: 5.5903 2020-07-26 15:32:04,339 - mmaction - INFO - Epoch [18][1940/3757] lr: 1.000e-02, eta: 7 days, 2:07:56, time: 2.030, data_time: 0.008, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7242, loss_cls: 2.1845, loss: 2.1845, grad_norm: 5.5777 2020-07-26 15:32:45,478 - mmaction - INFO - Epoch [18][1960/3757] lr: 1.000e-02, eta: 7 days, 2:07:24, time: 2.060, data_time: 0.006, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7203, loss_cls: 2.3274, loss: 2.3274, grad_norm: 5.5545 2020-07-26 15:33:23,961 - mmaction - INFO - Epoch [18][1980/3757] lr: 1.000e-02, eta: 7 days, 2:06:39, time: 1.916, data_time: 0.006, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7234, loss_cls: 2.2764, loss: 2.2764, grad_norm: 5.4617 2020-07-26 15:33:59,024 - mmaction - INFO - Epoch [18][2000/3757] lr: 1.000e-02, eta: 7 days, 2:05:39, time: 1.760, data_time: 0.065, memory: 5170, top1_acc: 0.4758, top5_acc: 0.6984, loss_cls: 2.3332, loss: 2.3332, grad_norm: 5.5249 2020-07-26 15:34:37,151 - mmaction - INFO - Epoch [18][2020/3757] lr: 1.000e-02, eta: 7 days, 2:04:53, time: 1.901, data_time: 0.718, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7492, loss_cls: 2.1770, loss: 2.1770, grad_norm: 5.4345 2020-07-26 15:35:15,997 - mmaction - INFO - Epoch [18][2040/3757] lr: 1.000e-02, eta: 7 days, 2:04:10, time: 1.944, data_time: 0.010, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7125, loss_cls: 2.3562, loss: 2.3562, grad_norm: 5.6485 2020-07-26 15:35:54,615 - mmaction - INFO - Epoch [18][2060/3757] lr: 1.000e-02, eta: 7 days, 2:03:26, time: 1.933, data_time: 0.008, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7352, loss_cls: 2.2293, loss: 2.2293, grad_norm: 5.4796 2020-07-26 15:36:32,559 - mmaction - INFO - Epoch [18][2080/3757] lr: 1.000e-02, eta: 7 days, 2:02:40, time: 1.899, data_time: 0.006, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7547, loss_cls: 2.1476, loss: 2.1476, grad_norm: 5.3918 2020-07-26 15:37:09,985 - mmaction - INFO - Epoch [18][2100/3757] lr: 1.000e-02, eta: 7 days, 2:01:50, time: 1.865, data_time: 0.174, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7500, loss_cls: 2.1389, loss: 2.1389, grad_norm: 5.3992 2020-07-26 15:37:51,948 - mmaction - INFO - Epoch [18][2120/3757] lr: 1.000e-02, eta: 7 days, 2:01:22, time: 2.105, data_time: 0.033, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7359, loss_cls: 2.2216, loss: 2.2216, grad_norm: 5.6195 2020-07-26 15:38:30,156 - mmaction - INFO - Epoch [18][2140/3757] lr: 1.000e-02, eta: 7 days, 2:00:36, time: 1.904, data_time: 0.202, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7422, loss_cls: 2.1780, loss: 2.1780, grad_norm: 5.4224 2020-07-26 15:39:10,300 - mmaction - INFO - Epoch [18][2160/3757] lr: 1.000e-02, eta: 7 days, 2:00:00, time: 2.014, data_time: 0.519, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7602, loss_cls: 2.1300, loss: 2.1300, grad_norm: 5.5126 2020-07-26 15:39:50,818 - mmaction - INFO - Epoch [18][2180/3757] lr: 1.000e-02, eta: 7 days, 1:59:25, time: 2.021, data_time: 0.091, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7328, loss_cls: 2.1981, loss: 2.1981, grad_norm: 5.6724 2020-07-26 15:40:32,948 - mmaction - INFO - Epoch [18][2200/3757] lr: 1.000e-02, eta: 7 days, 1:58:57, time: 2.100, data_time: 0.010, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7344, loss_cls: 2.1940, loss: 2.1940, grad_norm: 5.4660 2020-07-26 15:41:08,448 - mmaction - INFO - Epoch [18][2220/3757] lr: 1.000e-02, eta: 7 days, 1:57:59, time: 1.785, data_time: 0.013, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7188, loss_cls: 2.3024, loss: 2.3024, grad_norm: 5.7028 2020-07-26 15:41:50,427 - mmaction - INFO - Epoch [18][2240/3757] lr: 1.000e-02, eta: 7 days, 1:57:31, time: 2.100, data_time: 0.008, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7461, loss_cls: 2.1737, loss: 2.1737, grad_norm: 5.2310 2020-07-26 15:42:23,921 - mmaction - INFO - Epoch [18][2260/3757] lr: 1.000e-02, eta: 7 days, 1:56:23, time: 1.672, data_time: 0.023, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7242, loss_cls: 2.2910, loss: 2.2910, grad_norm: 5.4444 2020-07-26 15:43:03,520 - mmaction - INFO - Epoch [18][2280/3757] lr: 1.000e-02, eta: 7 days, 1:55:44, time: 1.983, data_time: 0.243, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7492, loss_cls: 2.1781, loss: 2.1781, grad_norm: 5.4748 2020-07-26 15:43:45,154 - mmaction - INFO - Epoch [18][2300/3757] lr: 1.000e-02, eta: 7 days, 1:55:14, time: 2.078, data_time: 0.249, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7344, loss_cls: 2.1891, loss: 2.1891, grad_norm: 5.4947 2020-07-26 15:44:22,431 - mmaction - INFO - Epoch [18][2320/3757] lr: 1.000e-02, eta: 7 days, 1:54:24, time: 1.861, data_time: 0.114, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7344, loss_cls: 2.2927, loss: 2.2927, grad_norm: 5.6585 2020-07-26 15:45:02,536 - mmaction - INFO - Epoch [18][2340/3757] lr: 1.000e-02, eta: 7 days, 1:53:47, time: 2.007, data_time: 0.010, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7273, loss_cls: 2.3095, loss: 2.3095, grad_norm: 5.6479 2020-07-26 15:45:36,236 - mmaction - INFO - Epoch [18][2360/3757] lr: 1.000e-02, eta: 7 days, 1:52:41, time: 1.688, data_time: 0.007, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7648, loss_cls: 2.1353, loss: 2.1353, grad_norm: 5.4779 2020-07-26 15:46:19,104 - mmaction - INFO - Epoch [18][2380/3757] lr: 1.000e-02, eta: 7 days, 1:52:17, time: 2.141, data_time: 0.009, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7281, loss_cls: 2.2229, loss: 2.2229, grad_norm: 5.6224 2020-07-26 15:46:57,539 - mmaction - INFO - Epoch [18][2400/3757] lr: 1.000e-02, eta: 7 days, 1:51:32, time: 1.922, data_time: 0.006, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7188, loss_cls: 2.2484, loss: 2.2484, grad_norm: 5.5579 2020-07-26 15:47:31,453 - mmaction - INFO - Epoch [18][2420/3757] lr: 1.000e-02, eta: 7 days, 1:50:26, time: 1.695, data_time: 0.013, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7297, loss_cls: 2.2051, loss: 2.2051, grad_norm: 5.4377 2020-07-26 15:48:13,638 - mmaction - INFO - Epoch [18][2440/3757] lr: 1.000e-02, eta: 7 days, 1:50:00, time: 2.112, data_time: 0.024, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7328, loss_cls: 2.2300, loss: 2.2300, grad_norm: 5.4827 2020-07-26 15:48:52,641 - mmaction - INFO - Epoch [18][2460/3757] lr: 1.000e-02, eta: 7 days, 1:49:18, time: 1.950, data_time: 0.654, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7234, loss_cls: 2.2423, loss: 2.2423, grad_norm: 5.5029 2020-07-26 15:49:30,079 - mmaction - INFO - Epoch [18][2480/3757] lr: 1.000e-02, eta: 7 days, 1:48:28, time: 1.870, data_time: 0.780, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7375, loss_cls: 2.1357, loss: 2.1357, grad_norm: 5.4939 2020-07-26 15:50:10,431 - mmaction - INFO - Epoch [18][2500/3757] lr: 1.000e-02, eta: 7 days, 1:47:53, time: 2.018, data_time: 0.015, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7281, loss_cls: 2.1750, loss: 2.1750, grad_norm: 5.4946 2020-07-26 15:50:46,863 - mmaction - INFO - Epoch [18][2520/3757] lr: 1.000e-02, eta: 7 days, 1:46:59, time: 1.822, data_time: 0.012, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7367, loss_cls: 2.2086, loss: 2.2086, grad_norm: 5.6843 2020-07-26 15:51:26,371 - mmaction - INFO - Epoch [18][2540/3757] lr: 1.000e-02, eta: 7 days, 1:46:19, time: 1.979, data_time: 0.064, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7266, loss_cls: 2.2092, loss: 2.2092, grad_norm: 5.4853 2020-07-26 15:52:05,322 - mmaction - INFO - Epoch [18][2560/3757] lr: 1.000e-02, eta: 7 days, 1:45:37, time: 1.941, data_time: 0.007, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7148, loss_cls: 2.2551, loss: 2.2551, grad_norm: 5.5198 2020-07-26 15:52:45,209 - mmaction - INFO - Epoch [18][2580/3757] lr: 1.000e-02, eta: 7 days, 1:44:59, time: 1.995, data_time: 0.019, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7266, loss_cls: 2.2869, loss: 2.2869, grad_norm: 5.6297 2020-07-26 15:53:25,585 - mmaction - INFO - Epoch [18][2600/3757] lr: 1.000e-02, eta: 7 days, 1:44:24, time: 2.025, data_time: 0.387, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7391, loss_cls: 2.1994, loss: 2.1994, grad_norm: 5.4043 2020-07-26 15:54:06,529 - mmaction - INFO - Epoch [18][2620/3757] lr: 1.000e-02, eta: 7 days, 1:43:51, time: 2.046, data_time: 0.276, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7453, loss_cls: 2.2060, loss: 2.2060, grad_norm: 5.4866 2020-07-26 15:54:47,174 - mmaction - INFO - Epoch [18][2640/3757] lr: 1.000e-02, eta: 7 days, 1:43:17, time: 2.033, data_time: 1.471, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7367, loss_cls: 2.1709, loss: 2.1709, grad_norm: 5.4194 2020-07-26 15:55:27,561 - mmaction - INFO - Epoch [18][2660/3757] lr: 1.000e-02, eta: 7 days, 1:42:41, time: 2.015, data_time: 1.436, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7164, loss_cls: 2.2840, loss: 2.2840, grad_norm: 5.5214 2020-07-26 15:56:06,754 - mmaction - INFO - Epoch [18][2680/3757] lr: 1.000e-02, eta: 7 days, 1:41:59, time: 1.955, data_time: 1.370, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7398, loss_cls: 2.1571, loss: 2.1571, grad_norm: 5.4933 2020-07-26 15:56:44,245 - mmaction - INFO - Epoch [18][2700/3757] lr: 1.000e-02, eta: 7 days, 1:41:11, time: 1.881, data_time: 1.306, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7320, loss_cls: 2.2366, loss: 2.2366, grad_norm: 5.5497 2020-07-26 15:57:27,714 - mmaction - INFO - Epoch [18][2720/3757] lr: 1.000e-02, eta: 7 days, 1:40:49, time: 2.169, data_time: 1.541, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7281, loss_cls: 2.2597, loss: 2.2597, grad_norm: 5.5401 2020-07-26 15:58:02,978 - mmaction - INFO - Epoch [18][2740/3757] lr: 1.000e-02, eta: 7 days, 1:39:50, time: 1.768, data_time: 1.187, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7422, loss_cls: 2.1634, loss: 2.1634, grad_norm: 5.5558 2020-07-26 15:58:39,743 - mmaction - INFO - Epoch [18][2760/3757] lr: 1.000e-02, eta: 7 days, 1:38:58, time: 1.837, data_time: 1.276, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7289, loss_cls: 2.2825, loss: 2.2825, grad_norm: 5.5195 2020-07-26 15:59:18,001 - mmaction - INFO - Epoch [18][2780/3757] lr: 1.000e-02, eta: 7 days, 1:38:13, time: 1.917, data_time: 1.100, memory: 5170, top1_acc: 0.4539, top5_acc: 0.6969, loss_cls: 2.3532, loss: 2.3532, grad_norm: 5.6510 2020-07-26 16:00:00,244 - mmaction - INFO - Epoch [18][2800/3757] lr: 1.000e-02, eta: 7 days, 1:37:46, time: 2.108, data_time: 0.022, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7297, loss_cls: 2.2550, loss: 2.2550, grad_norm: 5.5723 2020-07-26 16:00:43,444 - mmaction - INFO - Epoch [18][2820/3757] lr: 1.000e-02, eta: 7 days, 1:37:22, time: 2.150, data_time: 0.167, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7398, loss_cls: 2.1809, loss: 2.1809, grad_norm: 5.4934 2020-07-26 16:01:24,137 - mmaction - INFO - Epoch [18][2840/3757] lr: 1.000e-02, eta: 7 days, 1:36:49, time: 2.048, data_time: 0.026, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7336, loss_cls: 2.1999, loss: 2.1999, grad_norm: 5.4998 2020-07-26 16:01:59,582 - mmaction - INFO - Epoch [18][2860/3757] lr: 1.000e-02, eta: 7 days, 1:35:51, time: 1.775, data_time: 0.010, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7383, loss_cls: 2.2249, loss: 2.2249, grad_norm: 5.4827 2020-07-26 16:02:42,877 - mmaction - INFO - Epoch [18][2880/3757] lr: 1.000e-02, eta: 7 days, 1:35:29, time: 2.164, data_time: 0.008, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7219, loss_cls: 2.2681, loss: 2.2681, grad_norm: 5.4252 2020-07-26 16:03:21,389 - mmaction - INFO - Epoch [18][2900/3757] lr: 1.000e-02, eta: 7 days, 1:34:45, time: 1.925, data_time: 0.006, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7305, loss_cls: 2.2188, loss: 2.2188, grad_norm: 5.4334 2020-07-26 16:04:00,898 - mmaction - INFO - Epoch [18][2920/3757] lr: 1.000e-02, eta: 7 days, 1:34:05, time: 1.973, data_time: 0.009, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7352, loss_cls: 2.1464, loss: 2.1464, grad_norm: 5.4278 2020-07-26 16:04:38,443 - mmaction - INFO - Epoch [18][2940/3757] lr: 1.000e-02, eta: 7 days, 1:33:16, time: 1.879, data_time: 0.010, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7328, loss_cls: 2.2306, loss: 2.2306, grad_norm: 5.5932 2020-07-26 16:05:17,787 - mmaction - INFO - Epoch [18][2960/3757] lr: 1.000e-02, eta: 7 days, 1:32:35, time: 1.960, data_time: 0.009, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7367, loss_cls: 2.2273, loss: 2.2273, grad_norm: 5.6712 2020-07-26 16:05:58,701 - mmaction - INFO - Epoch [18][2980/3757] lr: 1.000e-02, eta: 7 days, 1:32:03, time: 2.054, data_time: 0.164, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7305, loss_cls: 2.2649, loss: 2.2649, grad_norm: 5.5716 2020-07-26 16:06:37,898 - mmaction - INFO - Epoch [18][3000/3757] lr: 1.000e-02, eta: 7 days, 1:31:22, time: 1.955, data_time: 0.011, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7164, loss_cls: 2.3299, loss: 2.3299, grad_norm: 5.6364 2020-07-26 16:07:18,495 - mmaction - INFO - Epoch [18][3020/3757] lr: 1.000e-02, eta: 7 days, 1:30:47, time: 2.034, data_time: 0.022, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7367, loss_cls: 2.2277, loss: 2.2277, grad_norm: 5.6147 2020-07-26 16:07:56,226 - mmaction - INFO - Epoch [18][3040/3757] lr: 1.000e-02, eta: 7 days, 1:29:59, time: 1.878, data_time: 0.009, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7391, loss_cls: 2.2114, loss: 2.2114, grad_norm: 5.5029 2020-07-26 16:08:37,618 - mmaction - INFO - Epoch [18][3060/3757] lr: 1.000e-02, eta: 7 days, 1:29:29, time: 2.079, data_time: 0.046, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7320, loss_cls: 2.2257, loss: 2.2257, grad_norm: 5.5194 2020-07-26 16:09:16,887 - mmaction - INFO - Epoch [18][3080/3757] lr: 1.000e-02, eta: 7 days, 1:28:48, time: 1.958, data_time: 0.007, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7539, loss_cls: 2.1273, loss: 2.1273, grad_norm: 5.5972 2020-07-26 16:09:54,879 - mmaction - INFO - Epoch [18][3100/3757] lr: 1.000e-02, eta: 7 days, 1:28:01, time: 1.905, data_time: 0.009, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7367, loss_cls: 2.2390, loss: 2.2390, grad_norm: 5.6776 2020-07-26 16:10:28,165 - mmaction - INFO - Epoch [18][3120/3757] lr: 1.000e-02, eta: 7 days, 1:26:53, time: 1.665, data_time: 0.009, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7234, loss_cls: 2.2493, loss: 2.2493, grad_norm: 5.5046 2020-07-26 16:11:07,090 - mmaction - INFO - Epoch [18][3140/3757] lr: 1.000e-02, eta: 7 days, 1:26:11, time: 1.947, data_time: 0.019, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7336, loss_cls: 2.2361, loss: 2.2361, grad_norm: 5.5453 2020-07-26 16:11:47,087 - mmaction - INFO - Epoch [18][3160/3757] lr: 1.000e-02, eta: 7 days, 1:25:33, time: 1.996, data_time: 0.124, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7469, loss_cls: 2.1569, loss: 2.1569, grad_norm: 5.3641 2020-07-26 16:12:22,754 - mmaction - INFO - Epoch [18][3180/3757] lr: 1.000e-02, eta: 7 days, 1:24:36, time: 1.787, data_time: 0.007, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7258, loss_cls: 2.1507, loss: 2.1507, grad_norm: 5.4257 2020-07-26 16:13:04,180 - mmaction - INFO - Epoch [18][3200/3757] lr: 1.000e-02, eta: 7 days, 1:24:05, time: 2.063, data_time: 0.021, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7391, loss_cls: 2.1978, loss: 2.1978, grad_norm: 5.4850 2020-07-26 16:13:40,972 - mmaction - INFO - Epoch [18][3220/3757] lr: 1.000e-02, eta: 7 days, 1:23:14, time: 1.847, data_time: 0.015, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7531, loss_cls: 2.2105, loss: 2.2105, grad_norm: 5.4084 2020-07-26 16:14:21,780 - mmaction - INFO - Epoch [18][3240/3757] lr: 1.000e-02, eta: 7 days, 1:22:40, time: 2.037, data_time: 0.065, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7094, loss_cls: 2.2834, loss: 2.2834, grad_norm: 5.3825 2020-07-26 16:15:00,747 - mmaction - INFO - Epoch [18][3260/3757] lr: 1.000e-02, eta: 7 days, 1:21:58, time: 1.952, data_time: 0.179, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7531, loss_cls: 2.1506, loss: 2.1506, grad_norm: 5.5369 2020-07-26 16:15:37,778 - mmaction - INFO - Epoch [18][3280/3757] lr: 1.000e-02, eta: 7 days, 1:21:06, time: 1.847, data_time: 0.379, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7367, loss_cls: 2.1496, loss: 2.1496, grad_norm: 5.4876 2020-07-26 16:16:18,811 - mmaction - INFO - Epoch [18][3300/3757] lr: 1.000e-02, eta: 7 days, 1:20:34, time: 2.058, data_time: 0.011, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7031, loss_cls: 2.3209, loss: 2.3209, grad_norm: 5.6541 2020-07-26 16:16:57,189 - mmaction - INFO - Epoch [18][3320/3757] lr: 1.000e-02, eta: 7 days, 1:19:50, time: 1.917, data_time: 1.031, memory: 5170, top1_acc: 0.4445, top5_acc: 0.6969, loss_cls: 2.3866, loss: 2.3866, grad_norm: 5.5802 2020-07-26 16:17:35,017 - mmaction - INFO - Epoch [18][3340/3757] lr: 1.000e-02, eta: 7 days, 1:19:02, time: 1.893, data_time: 1.149, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7148, loss_cls: 2.3042, loss: 2.3042, grad_norm: 5.5254 2020-07-26 16:18:14,955 - mmaction - INFO - Epoch [18][3360/3757] lr: 1.000e-02, eta: 7 days, 1:18:25, time: 1.995, data_time: 0.076, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7227, loss_cls: 2.2727, loss: 2.2727, grad_norm: 5.4930 2020-07-26 16:18:54,058 - mmaction - INFO - Epoch [18][3380/3757] lr: 1.000e-02, eta: 7 days, 1:17:43, time: 1.955, data_time: 0.004, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7211, loss_cls: 2.3291, loss: 2.3291, grad_norm: 5.6153 2020-07-26 16:19:34,293 - mmaction - INFO - Epoch [18][3400/3757] lr: 1.000e-02, eta: 7 days, 1:17:07, time: 2.013, data_time: 0.009, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7438, loss_cls: 2.2262, loss: 2.2262, grad_norm: 5.5822 2020-07-26 16:20:12,699 - mmaction - INFO - Epoch [18][3420/3757] lr: 1.000e-02, eta: 7 days, 1:16:22, time: 1.913, data_time: 0.002, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7258, loss_cls: 2.2608, loss: 2.2608, grad_norm: 5.7151 2020-07-26 16:20:52,283 - mmaction - INFO - Epoch [18][3440/3757] lr: 1.000e-02, eta: 7 days, 1:15:43, time: 1.986, data_time: 0.009, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7148, loss_cls: 2.3249, loss: 2.3249, grad_norm: 5.7737 2020-07-26 16:21:33,015 - mmaction - INFO - Epoch [18][3460/3757] lr: 1.000e-02, eta: 7 days, 1:15:09, time: 2.029, data_time: 0.007, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7297, loss_cls: 2.2219, loss: 2.2219, grad_norm: 5.5907 2020-07-26 16:22:08,640 - mmaction - INFO - Epoch [18][3480/3757] lr: 1.000e-02, eta: 7 days, 1:14:12, time: 1.789, data_time: 0.010, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7195, loss_cls: 2.2831, loss: 2.2831, grad_norm: 5.6400 2020-07-26 16:22:48,849 - mmaction - INFO - Epoch [18][3500/3757] lr: 1.000e-02, eta: 7 days, 1:13:35, time: 2.003, data_time: 0.005, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7383, loss_cls: 2.1648, loss: 2.1648, grad_norm: 5.4486 2020-07-26 16:23:26,895 - mmaction - INFO - Epoch [18][3520/3757] lr: 1.000e-02, eta: 7 days, 1:12:49, time: 1.910, data_time: 0.011, memory: 5170, top1_acc: 0.4469, top5_acc: 0.7031, loss_cls: 2.3896, loss: 2.3896, grad_norm: 5.7378 2020-07-26 16:24:07,876 - mmaction - INFO - Epoch [18][3540/3757] lr: 1.000e-02, eta: 7 days, 1:12:17, time: 2.050, data_time: 0.568, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7391, loss_cls: 2.2049, loss: 2.2049, grad_norm: 5.3602 2020-07-26 16:24:47,463 - mmaction - INFO - Epoch [18][3560/3757] lr: 1.000e-02, eta: 7 days, 1:11:37, time: 1.979, data_time: 0.080, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7172, loss_cls: 2.2921, loss: 2.2921, grad_norm: 5.4852 2020-07-26 16:25:29,275 - mmaction - INFO - Epoch [18][3580/3757] lr: 1.000e-02, eta: 7 days, 1:11:07, time: 2.081, data_time: 0.008, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7305, loss_cls: 2.1945, loss: 2.1945, grad_norm: 5.2508 2020-07-26 16:26:07,100 - mmaction - INFO - Epoch [18][3600/3757] lr: 1.000e-02, eta: 7 days, 1:10:21, time: 1.897, data_time: 0.012, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7219, loss_cls: 2.3575, loss: 2.3575, grad_norm: 5.4865 2020-07-26 16:26:44,266 - mmaction - INFO - Epoch [18][3620/3757] lr: 1.000e-02, eta: 7 days, 1:09:30, time: 1.855, data_time: 0.012, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7258, loss_cls: 2.2344, loss: 2.2344, grad_norm: 5.5474 2020-07-26 16:27:21,787 - mmaction - INFO - Epoch [18][3640/3757] lr: 1.000e-02, eta: 7 days, 1:08:42, time: 1.883, data_time: 0.027, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7148, loss_cls: 2.3025, loss: 2.3025, grad_norm: 5.6300 2020-07-26 16:28:03,472 - mmaction - INFO - Epoch [18][3660/3757] lr: 1.000e-02, eta: 7 days, 1:08:12, time: 2.078, data_time: 0.029, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7422, loss_cls: 2.2427, loss: 2.2427, grad_norm: 5.6120 2020-07-26 16:28:41,762 - mmaction - INFO - Epoch [18][3680/3757] lr: 1.000e-02, eta: 7 days, 1:07:27, time: 1.918, data_time: 0.011, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7469, loss_cls: 2.1499, loss: 2.1499, grad_norm: 5.6002 2020-07-26 16:29:18,173 - mmaction - INFO - Epoch [18][3700/3757] lr: 1.000e-02, eta: 7 days, 1:06:33, time: 1.816, data_time: 0.010, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7289, loss_cls: 2.2074, loss: 2.2074, grad_norm: 5.5653 2020-07-26 16:29:57,006 - mmaction - INFO - Epoch [18][3720/3757] lr: 1.000e-02, eta: 7 days, 1:05:51, time: 1.948, data_time: 0.010, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7297, loss_cls: 2.2417, loss: 2.2417, grad_norm: 5.3819 2020-07-26 16:30:37,115 - mmaction - INFO - Epoch [18][3740/3757] lr: 1.000e-02, eta: 7 days, 1:05:14, time: 1.998, data_time: 0.468, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7242, loss_cls: 2.1884, loss: 2.1884, grad_norm: 5.3884 2020-07-26 16:31:02,918 - mmaction - INFO - Saving checkpoint at 18 epochs 2020-07-26 16:32:00,371 - mmaction - INFO - Epoch [19][20/3757] lr: 1.000e-02, eta: 7 days, 1:02:38, time: 2.749, data_time: 1.198, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7375, loss_cls: 2.1186, loss: 2.1186, grad_norm: 5.1968 2020-07-26 16:32:39,749 - mmaction - INFO - Epoch [19][40/3757] lr: 1.000e-02, eta: 7 days, 1:01:58, time: 1.969, data_time: 0.342, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7453, loss_cls: 2.1151, loss: 2.1151, grad_norm: 5.1379 2020-07-26 16:33:20,638 - mmaction - INFO - Epoch [19][60/3757] lr: 1.000e-02, eta: 7 days, 1:01:25, time: 2.044, data_time: 0.100, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7461, loss_cls: 2.1416, loss: 2.1416, grad_norm: 5.5070 2020-07-26 16:34:00,853 - mmaction - INFO - Epoch [19][80/3757] lr: 1.000e-02, eta: 7 days, 1:00:48, time: 2.006, data_time: 0.011, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7312, loss_cls: 2.2308, loss: 2.2308, grad_norm: 5.5890 2020-07-26 16:34:40,063 - mmaction - INFO - Epoch [19][100/3757] lr: 1.000e-02, eta: 7 days, 1:00:08, time: 1.968, data_time: 0.037, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7398, loss_cls: 2.1328, loss: 2.1328, grad_norm: 5.3467 2020-07-26 16:35:15,956 - mmaction - INFO - Epoch [19][120/3757] lr: 1.000e-02, eta: 7 days, 0:59:11, time: 1.791, data_time: 0.014, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7289, loss_cls: 2.1745, loss: 2.1745, grad_norm: 5.2726 2020-07-26 16:35:57,739 - mmaction - INFO - Epoch [19][140/3757] lr: 1.000e-02, eta: 7 days, 0:58:43, time: 2.093, data_time: 0.167, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7484, loss_cls: 2.1307, loss: 2.1307, grad_norm: 5.4125 2020-07-26 16:36:33,383 - mmaction - INFO - Epoch [19][160/3757] lr: 1.000e-02, eta: 7 days, 0:57:45, time: 1.775, data_time: 0.676, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7492, loss_cls: 2.1476, loss: 2.1476, grad_norm: 5.5942 2020-07-26 16:37:12,663 - mmaction - INFO - Epoch [19][180/3757] lr: 1.000e-02, eta: 7 days, 0:57:05, time: 1.969, data_time: 0.044, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7469, loss_cls: 2.1466, loss: 2.1466, grad_norm: 5.6408 2020-07-26 16:37:50,695 - mmaction - INFO - Epoch [19][200/3757] lr: 1.000e-02, eta: 7 days, 0:56:18, time: 1.896, data_time: 0.011, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7336, loss_cls: 2.1921, loss: 2.1921, grad_norm: 5.5430 2020-07-26 16:38:32,864 - mmaction - INFO - Epoch [19][220/3757] lr: 1.000e-02, eta: 7 days, 0:55:51, time: 2.116, data_time: 0.010, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7422, loss_cls: 2.1631, loss: 2.1631, grad_norm: 5.4449 2020-07-26 16:39:10,781 - mmaction - INFO - Epoch [19][240/3757] lr: 1.000e-02, eta: 7 days, 0:55:04, time: 1.893, data_time: 0.007, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7258, loss_cls: 2.2125, loss: 2.2125, grad_norm: 5.5586 2020-07-26 16:39:48,215 - mmaction - INFO - Epoch [19][260/3757] lr: 1.000e-02, eta: 7 days, 0:54:16, time: 1.874, data_time: 0.005, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.2025, loss: 2.2025, grad_norm: 5.5070 2020-07-26 16:40:28,048 - mmaction - INFO - Epoch [19][280/3757] lr: 1.000e-02, eta: 7 days, 0:53:37, time: 1.987, data_time: 0.008, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7352, loss_cls: 2.1625, loss: 2.1625, grad_norm: 5.5055 2020-07-26 16:41:05,818 - mmaction - INFO - Epoch [19][300/3757] lr: 1.000e-02, eta: 7 days, 0:52:50, time: 1.894, data_time: 0.014, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7469, loss_cls: 2.1531, loss: 2.1531, grad_norm: 5.5212 2020-07-26 16:41:46,129 - mmaction - INFO - Epoch [19][320/3757] lr: 1.000e-02, eta: 7 days, 0:52:14, time: 2.013, data_time: 0.022, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7352, loss_cls: 2.2320, loss: 2.2320, grad_norm: 5.6119 2020-07-26 16:42:24,660 - mmaction - INFO - Epoch [19][340/3757] lr: 1.000e-02, eta: 7 days, 0:51:30, time: 1.929, data_time: 0.046, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7430, loss_cls: 2.1772, loss: 2.1772, grad_norm: 5.5183 2020-07-26 16:43:04,733 - mmaction - INFO - Epoch [19][360/3757] lr: 1.000e-02, eta: 7 days, 0:50:54, time: 2.004, data_time: 0.098, memory: 5170, top1_acc: 0.4664, top5_acc: 0.7086, loss_cls: 2.3395, loss: 2.3395, grad_norm: 5.7067 2020-07-26 16:43:42,370 - mmaction - INFO - Epoch [19][380/3757] lr: 1.000e-02, eta: 7 days, 0:50:05, time: 1.877, data_time: 0.206, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7492, loss_cls: 2.1334, loss: 2.1334, grad_norm: 5.4066 2020-07-26 16:44:25,916 - mmaction - INFO - Epoch [19][400/3757] lr: 1.000e-02, eta: 7 days, 0:49:44, time: 2.177, data_time: 0.083, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7367, loss_cls: 2.1734, loss: 2.1734, grad_norm: 5.5229 2020-07-26 16:45:01,868 - mmaction - INFO - Epoch [19][420/3757] lr: 1.000e-02, eta: 7 days, 0:48:49, time: 1.800, data_time: 0.092, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7406, loss_cls: 2.1467, loss: 2.1467, grad_norm: 5.4338 2020-07-26 16:45:41,434 - mmaction - INFO - Epoch [19][440/3757] lr: 1.000e-02, eta: 7 days, 0:48:09, time: 1.975, data_time: 0.186, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7336, loss_cls: 2.2351, loss: 2.2351, grad_norm: 5.6277 2020-07-26 16:46:22,757 - mmaction - INFO - Epoch [19][460/3757] lr: 1.000e-02, eta: 7 days, 0:47:38, time: 2.072, data_time: 0.019, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7484, loss_cls: 2.1265, loss: 2.1265, grad_norm: 5.4878 2020-07-26 16:47:04,129 - mmaction - INFO - Epoch [19][480/3757] lr: 1.000e-02, eta: 7 days, 0:47:07, time: 2.065, data_time: 0.097, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7312, loss_cls: 2.2076, loss: 2.2076, grad_norm: 5.4197 2020-07-26 16:47:39,347 - mmaction - INFO - Epoch [19][500/3757] lr: 1.000e-02, eta: 7 days, 0:46:08, time: 1.764, data_time: 0.007, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7211, loss_cls: 2.1946, loss: 2.1946, grad_norm: 5.5366 2020-07-26 16:48:22,611 - mmaction - INFO - Epoch [19][520/3757] lr: 1.000e-02, eta: 7 days, 0:45:45, time: 2.155, data_time: 0.008, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7516, loss_cls: 2.0718, loss: 2.0718, grad_norm: 5.3673 2020-07-26 16:48:57,659 - mmaction - INFO - Epoch [19][540/3757] lr: 1.000e-02, eta: 7 days, 0:44:46, time: 1.760, data_time: 0.011, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7422, loss_cls: 2.1525, loss: 2.1525, grad_norm: 5.4908 2020-07-26 16:49:35,914 - mmaction - INFO - Epoch [19][560/3757] lr: 1.000e-02, eta: 7 days, 0:44:00, time: 1.906, data_time: 0.008, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7406, loss_cls: 2.1641, loss: 2.1641, grad_norm: 5.6684 2020-07-26 16:50:16,857 - mmaction - INFO - Epoch [19][580/3757] lr: 1.000e-02, eta: 7 days, 0:43:28, time: 2.050, data_time: 0.009, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7383, loss_cls: 2.1252, loss: 2.1252, grad_norm: 5.4283 2020-07-26 16:50:56,945 - mmaction - INFO - Epoch [19][600/3757] lr: 1.000e-02, eta: 7 days, 0:42:50, time: 1.999, data_time: 0.006, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7336, loss_cls: 2.2274, loss: 2.2274, grad_norm: 5.4668 2020-07-26 16:51:32,024 - mmaction - INFO - Epoch [19][620/3757] lr: 1.000e-02, eta: 7 days, 0:41:51, time: 1.763, data_time: 0.030, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7484, loss_cls: 2.0914, loss: 2.0914, grad_norm: 5.5539 2020-07-26 16:52:15,042 - mmaction - INFO - Epoch [19][640/3757] lr: 1.000e-02, eta: 7 days, 0:41:27, time: 2.147, data_time: 0.007, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7352, loss_cls: 2.1179, loss: 2.1179, grad_norm: 5.6604 2020-07-26 16:52:54,275 - mmaction - INFO - Epoch [19][660/3757] lr: 1.000e-02, eta: 7 days, 0:40:47, time: 1.966, data_time: 0.009, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7320, loss_cls: 2.1945, loss: 2.1945, grad_norm: 5.6397 2020-07-26 16:53:32,358 - mmaction - INFO - Epoch [19][680/3757] lr: 1.000e-02, eta: 7 days, 0:40:01, time: 1.902, data_time: 0.002, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7477, loss_cls: 2.1335, loss: 2.1335, grad_norm: 5.4829 2020-07-26 16:54:11,734 - mmaction - INFO - Epoch [19][700/3757] lr: 1.000e-02, eta: 7 days, 0:39:21, time: 1.971, data_time: 0.010, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7453, loss_cls: 2.1538, loss: 2.1538, grad_norm: 5.4427 2020-07-26 16:54:52,091 - mmaction - INFO - Epoch [19][720/3757] lr: 1.000e-02, eta: 7 days, 0:38:45, time: 2.015, data_time: 0.002, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7141, loss_cls: 2.2783, loss: 2.2783, grad_norm: 5.7311 2020-07-26 16:55:31,391 - mmaction - INFO - Epoch [19][740/3757] lr: 1.000e-02, eta: 7 days, 0:38:04, time: 1.963, data_time: 0.005, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7445, loss_cls: 2.1354, loss: 2.1354, grad_norm: 5.6191 2020-07-26 16:56:08,115 - mmaction - INFO - Epoch [19][760/3757] lr: 1.000e-02, eta: 7 days, 0:37:13, time: 1.840, data_time: 0.078, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7266, loss_cls: 2.1800, loss: 2.1800, grad_norm: 5.7490 2020-07-26 16:56:50,400 - mmaction - INFO - Epoch [19][780/3757] lr: 1.000e-02, eta: 7 days, 0:36:45, time: 2.108, data_time: 0.009, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7344, loss_cls: 2.2095, loss: 2.2095, grad_norm: 5.6452 2020-07-26 16:57:26,217 - mmaction - INFO - Epoch [19][800/3757] lr: 1.000e-02, eta: 7 days, 0:35:50, time: 1.795, data_time: 0.009, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7211, loss_cls: 2.2750, loss: 2.2750, grad_norm: 5.7035 2020-07-26 16:58:05,933 - mmaction - INFO - Epoch [19][820/3757] lr: 1.000e-02, eta: 7 days, 0:35:11, time: 1.987, data_time: 0.010, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7367, loss_cls: 2.1570, loss: 2.1570, grad_norm: 5.5881 2020-07-26 16:58:44,237 - mmaction - INFO - Epoch [19][840/3757] lr: 1.000e-02, eta: 7 days, 0:34:26, time: 1.913, data_time: 0.042, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7328, loss_cls: 2.2111, loss: 2.2111, grad_norm: 5.6653 2020-07-26 16:59:23,551 - mmaction - INFO - Epoch [19][860/3757] lr: 1.000e-02, eta: 7 days, 0:33:45, time: 1.961, data_time: 0.009, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7148, loss_cls: 2.2522, loss: 2.2522, grad_norm: 5.4319 2020-07-26 16:59:59,588 - mmaction - INFO - Epoch [19][880/3757] lr: 1.000e-02, eta: 7 days, 0:32:51, time: 1.808, data_time: 0.012, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7461, loss_cls: 2.1633, loss: 2.1633, grad_norm: 5.4958 2020-07-26 17:00:37,251 - mmaction - INFO - Epoch [19][900/3757] lr: 1.000e-02, eta: 7 days, 0:32:02, time: 1.870, data_time: 0.009, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7477, loss_cls: 2.1514, loss: 2.1514, grad_norm: 5.4485 2020-07-26 17:01:19,381 - mmaction - INFO - Epoch [19][920/3757] lr: 1.000e-02, eta: 7 days, 0:31:35, time: 2.118, data_time: 0.135, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7320, loss_cls: 2.2302, loss: 2.2302, grad_norm: 5.5292 2020-07-26 17:01:55,999 - mmaction - INFO - Epoch [19][940/3757] lr: 1.000e-02, eta: 7 days, 0:30:43, time: 1.835, data_time: 0.011, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7398, loss_cls: 2.2393, loss: 2.2393, grad_norm: 5.7681 2020-07-26 17:02:37,184 - mmaction - INFO - Epoch [19][960/3757] lr: 1.000e-02, eta: 7 days, 0:30:10, time: 2.052, data_time: 0.162, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7398, loss_cls: 2.2020, loss: 2.2020, grad_norm: 5.5297 2020-07-26 17:03:16,196 - mmaction - INFO - Epoch [19][980/3757] lr: 1.000e-02, eta: 7 days, 0:29:29, time: 1.956, data_time: 0.009, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7328, loss_cls: 2.1858, loss: 2.1858, grad_norm: 5.5998 2020-07-26 17:03:56,488 - mmaction - INFO - Epoch [19][1000/3757] lr: 1.000e-02, eta: 7 days, 0:28:53, time: 2.015, data_time: 0.004, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7367, loss_cls: 2.2263, loss: 2.2263, grad_norm: 5.5778 2020-07-26 17:04:35,616 - mmaction - INFO - Epoch [19][1020/3757] lr: 1.000e-02, eta: 7 days, 0:28:11, time: 1.949, data_time: 0.024, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7328, loss_cls: 2.2058, loss: 2.2058, grad_norm: 5.4051 2020-07-26 17:05:14,954 - mmaction - INFO - Epoch [19][1040/3757] lr: 1.000e-02, eta: 7 days, 0:27:31, time: 1.970, data_time: 0.010, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7500, loss_cls: 2.1274, loss: 2.1274, grad_norm: 5.3526 2020-07-26 17:05:51,285 - mmaction - INFO - Epoch [19][1060/3757] lr: 1.000e-02, eta: 7 days, 0:26:38, time: 1.821, data_time: 0.010, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7359, loss_cls: 2.1858, loss: 2.1858, grad_norm: 5.4146 2020-07-26 17:06:31,507 - mmaction - INFO - Epoch [19][1080/3757] lr: 1.000e-02, eta: 7 days, 0:26:02, time: 2.011, data_time: 0.008, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7508, loss_cls: 2.1646, loss: 2.1646, grad_norm: 5.6372 2020-07-26 17:07:10,325 - mmaction - INFO - Epoch [19][1100/3757] lr: 1.000e-02, eta: 7 days, 0:25:19, time: 1.939, data_time: 0.009, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7320, loss_cls: 2.1788, loss: 2.1788, grad_norm: 5.6023 2020-07-26 17:07:50,110 - mmaction - INFO - Epoch [19][1120/3757] lr: 1.000e-02, eta: 7 days, 0:24:41, time: 1.991, data_time: 0.005, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7523, loss_cls: 2.1719, loss: 2.1719, grad_norm: 5.6052 2020-07-26 17:08:27,133 - mmaction - INFO - Epoch [19][1140/3757] lr: 1.000e-02, eta: 7 days, 0:23:50, time: 1.849, data_time: 0.039, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7500, loss_cls: 2.1245, loss: 2.1245, grad_norm: 5.3781 2020-07-26 17:09:07,747 - mmaction - INFO - Epoch [19][1160/3757] lr: 1.000e-02, eta: 7 days, 0:23:16, time: 2.033, data_time: 0.298, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7547, loss_cls: 2.1363, loss: 2.1363, grad_norm: 5.5667 2020-07-26 17:09:48,886 - mmaction - INFO - Epoch [19][1180/3757] lr: 1.000e-02, eta: 7 days, 0:22:43, time: 2.051, data_time: 0.031, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7133, loss_cls: 2.2969, loss: 2.2969, grad_norm: 5.8885 2020-07-26 17:10:25,218 - mmaction - INFO - Epoch [19][1200/3757] lr: 1.000e-02, eta: 7 days, 0:21:50, time: 1.823, data_time: 0.010, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7172, loss_cls: 2.2153, loss: 2.2153, grad_norm: 5.5318 2020-07-26 17:11:01,910 - mmaction - INFO - Epoch [19][1220/3757] lr: 1.000e-02, eta: 7 days, 0:20:58, time: 1.834, data_time: 0.002, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7203, loss_cls: 2.2454, loss: 2.2454, grad_norm: 5.5825 2020-07-26 17:11:39,284 - mmaction - INFO - Epoch [19][1240/3757] lr: 1.000e-02, eta: 7 days, 0:20:08, time: 1.861, data_time: 0.010, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7414, loss_cls: 2.1494, loss: 2.1494, grad_norm: 5.5320 2020-07-26 17:12:19,967 - mmaction - INFO - Epoch [19][1260/3757] lr: 1.000e-02, eta: 7 days, 0:19:35, time: 2.040, data_time: 0.011, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7266, loss_cls: 2.2441, loss: 2.2441, grad_norm: 5.5365 2020-07-26 17:13:01,332 - mmaction - INFO - Epoch [19][1280/3757] lr: 1.000e-02, eta: 7 days, 0:19:04, time: 2.070, data_time: 0.007, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7461, loss_cls: 2.1542, loss: 2.1542, grad_norm: 5.4011 2020-07-26 17:13:38,752 - mmaction - INFO - Epoch [19][1300/3757] lr: 1.000e-02, eta: 7 days, 0:18:15, time: 1.872, data_time: 0.008, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7391, loss_cls: 2.2028, loss: 2.2028, grad_norm: 5.5353 2020-07-26 17:14:15,002 - mmaction - INFO - Epoch [19][1320/3757] lr: 1.000e-02, eta: 7 days, 0:17:20, time: 1.808, data_time: 0.370, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7500, loss_cls: 2.1968, loss: 2.1968, grad_norm: 5.6155 2020-07-26 17:14:55,439 - mmaction - INFO - Epoch [19][1340/3757] lr: 1.000e-02, eta: 7 days, 0:16:45, time: 2.024, data_time: 0.866, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7461, loss_cls: 2.1460, loss: 2.1460, grad_norm: 5.5495 2020-07-26 17:15:34,602 - mmaction - INFO - Epoch [19][1360/3757] lr: 1.000e-02, eta: 7 days, 0:16:04, time: 1.954, data_time: 1.087, memory: 5170, top1_acc: 0.4680, top5_acc: 0.7344, loss_cls: 2.2150, loss: 2.2150, grad_norm: 5.6719 2020-07-26 17:16:12,394 - mmaction - INFO - Epoch [19][1380/3757] lr: 1.000e-02, eta: 7 days, 0:15:17, time: 1.896, data_time: 0.654, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7484, loss_cls: 2.1140, loss: 2.1140, grad_norm: 5.4087 2020-07-26 17:16:52,684 - mmaction - INFO - Epoch [19][1400/3757] lr: 1.000e-02, eta: 7 days, 0:14:41, time: 2.007, data_time: 1.422, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7406, loss_cls: 2.1620, loss: 2.1620, grad_norm: 5.6032 2020-07-26 17:17:30,030 - mmaction - INFO - Epoch [19][1420/3757] lr: 1.000e-02, eta: 7 days, 0:13:52, time: 1.874, data_time: 1.294, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7430, loss_cls: 2.2035, loss: 2.2035, grad_norm: 5.6304 2020-07-26 17:18:09,405 - mmaction - INFO - Epoch [19][1440/3757] lr: 1.000e-02, eta: 7 days, 0:13:12, time: 1.964, data_time: 0.881, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7281, loss_cls: 2.2422, loss: 2.2422, grad_norm: 5.7535 2020-07-26 17:18:50,146 - mmaction - INFO - Epoch [19][1460/3757] lr: 1.000e-02, eta: 7 days, 0:12:38, time: 2.043, data_time: 0.301, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7359, loss_cls: 2.1842, loss: 2.1842, grad_norm: 5.4642 2020-07-26 17:19:30,662 - mmaction - INFO - Epoch [19][1480/3757] lr: 1.000e-02, eta: 7 days, 0:12:03, time: 2.024, data_time: 0.007, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7414, loss_cls: 2.2520, loss: 2.2520, grad_norm: 5.6237 2020-07-26 17:20:09,399 - mmaction - INFO - Epoch [19][1500/3757] lr: 1.000e-02, eta: 7 days, 0:11:20, time: 1.938, data_time: 0.005, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7523, loss_cls: 2.1225, loss: 2.1225, grad_norm: 5.4598 2020-07-26 17:20:50,008 - mmaction - INFO - Epoch [19][1520/3757] lr: 1.000e-02, eta: 7 days, 0:10:46, time: 2.029, data_time: 0.023, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7164, loss_cls: 2.2771, loss: 2.2771, grad_norm: 5.5890 2020-07-26 17:21:28,536 - mmaction - INFO - Epoch [19][1540/3757] lr: 1.000e-02, eta: 7 days, 0:10:02, time: 1.928, data_time: 0.015, memory: 5170, top1_acc: 0.4570, top5_acc: 0.7039, loss_cls: 2.3737, loss: 2.3737, grad_norm: 5.6583 2020-07-26 17:22:05,843 - mmaction - INFO - Epoch [19][1560/3757] lr: 1.000e-02, eta: 7 days, 0:09:12, time: 1.860, data_time: 0.008, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7562, loss_cls: 2.1514, loss: 2.1514, grad_norm: 5.4220 2020-07-26 17:22:44,261 - mmaction - INFO - Epoch [19][1580/3757] lr: 1.000e-02, eta: 7 days, 0:08:29, time: 1.927, data_time: 0.012, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7609, loss_cls: 2.1048, loss: 2.1048, grad_norm: 5.5554 2020-07-26 17:23:27,007 - mmaction - INFO - Epoch [19][1600/3757] lr: 1.000e-02, eta: 7 days, 0:08:03, time: 2.137, data_time: 0.028, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7477, loss_cls: 2.1625, loss: 2.1625, grad_norm: 5.5806 2020-07-26 17:24:04,868 - mmaction - INFO - Epoch [19][1620/3757] lr: 1.000e-02, eta: 7 days, 0:07:17, time: 1.893, data_time: 1.054, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7320, loss_cls: 2.2013, loss: 2.2013, grad_norm: 5.7420 2020-07-26 17:24:46,061 - mmaction - INFO - Epoch [19][1640/3757] lr: 1.000e-02, eta: 7 days, 0:06:44, time: 2.053, data_time: 0.691, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7375, loss_cls: 2.2359, loss: 2.2359, grad_norm: 5.6158 2020-07-26 17:25:24,546 - mmaction - INFO - Epoch [19][1660/3757] lr: 1.000e-02, eta: 7 days, 0:06:00, time: 1.928, data_time: 0.922, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7602, loss_cls: 2.0836, loss: 2.0836, grad_norm: 5.4228 2020-07-26 17:26:02,055 - mmaction - INFO - Epoch [19][1680/3757] lr: 1.000e-02, eta: 7 days, 0:05:12, time: 1.877, data_time: 0.009, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7438, loss_cls: 2.1797, loss: 2.1797, grad_norm: 5.4432 2020-07-26 17:26:39,365 - mmaction - INFO - Epoch [19][1700/3757] lr: 1.000e-02, eta: 7 days, 0:04:23, time: 1.865, data_time: 0.094, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7688, loss_cls: 2.0823, loss: 2.0823, grad_norm: 5.3398 2020-07-26 17:27:16,530 - mmaction - INFO - Epoch [19][1720/3757] lr: 1.000e-02, eta: 7 days, 0:03:33, time: 1.854, data_time: 0.173, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7461, loss_cls: 2.1374, loss: 2.1374, grad_norm: 5.4614 2020-07-26 17:28:00,793 - mmaction - INFO - Epoch [19][1740/3757] lr: 1.000e-02, eta: 7 days, 0:03:15, time: 2.219, data_time: 0.683, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7453, loss_cls: 2.1921, loss: 2.1921, grad_norm: 5.3687 2020-07-26 17:28:39,224 - mmaction - INFO - Epoch [19][1760/3757] lr: 1.000e-02, eta: 7 days, 0:02:30, time: 1.915, data_time: 0.010, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7375, loss_cls: 2.1897, loss: 2.1897, grad_norm: 5.6321 2020-07-26 17:29:16,126 - mmaction - INFO - Epoch [19][1780/3757] lr: 1.000e-02, eta: 7 days, 0:01:40, time: 1.851, data_time: 0.235, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7289, loss_cls: 2.2421, loss: 2.2421, grad_norm: 5.6206 2020-07-26 17:29:53,403 - mmaction - INFO - Epoch [19][1800/3757] lr: 1.000e-02, eta: 7 days, 0:00:50, time: 1.866, data_time: 0.098, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7430, loss_cls: 2.1912, loss: 2.1912, grad_norm: 5.4573 2020-07-26 17:30:32,806 - mmaction - INFO - Epoch [19][1820/3757] lr: 1.000e-02, eta: 7 days, 0:00:10, time: 1.963, data_time: 0.008, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7430, loss_cls: 2.1191, loss: 2.1191, grad_norm: 5.4363 2020-07-26 17:31:10,820 - mmaction - INFO - Epoch [19][1840/3757] lr: 1.000e-02, eta: 6 days, 23:59:24, time: 1.908, data_time: 0.010, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7258, loss_cls: 2.2573, loss: 2.2573, grad_norm: 5.6121 2020-07-26 17:31:48,627 - mmaction - INFO - Epoch [19][1860/3757] lr: 1.000e-02, eta: 6 days, 23:58:37, time: 1.889, data_time: 0.007, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7453, loss_cls: 2.1780, loss: 2.1780, grad_norm: 5.5246 2020-07-26 17:32:29,419 - mmaction - INFO - Epoch [19][1880/3757] lr: 1.000e-02, eta: 6 days, 23:58:04, time: 2.039, data_time: 0.010, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7430, loss_cls: 2.2190, loss: 2.2190, grad_norm: 5.5279 2020-07-26 17:33:09,670 - mmaction - INFO - Epoch [19][1900/3757] lr: 1.000e-02, eta: 6 days, 23:57:27, time: 2.010, data_time: 0.009, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7438, loss_cls: 2.1295, loss: 2.1295, grad_norm: 5.2710 2020-07-26 17:33:48,457 - mmaction - INFO - Epoch [19][1920/3757] lr: 1.000e-02, eta: 6 days, 23:56:44, time: 1.937, data_time: 0.012, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7539, loss_cls: 2.1207, loss: 2.1207, grad_norm: 5.5069 2020-07-26 17:34:29,674 - mmaction - INFO - Epoch [19][1940/3757] lr: 1.000e-02, eta: 6 days, 23:56:13, time: 2.066, data_time: 0.009, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7477, loss_cls: 2.1087, loss: 2.1087, grad_norm: 5.4155 2020-07-26 17:35:07,344 - mmaction - INFO - Epoch [19][1960/3757] lr: 1.000e-02, eta: 6 days, 23:55:25, time: 1.883, data_time: 0.004, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7297, loss_cls: 2.2039, loss: 2.2039, grad_norm: 5.4964 2020-07-26 17:35:45,229 - mmaction - INFO - Epoch [19][1980/3757] lr: 1.000e-02, eta: 6 days, 23:54:39, time: 1.896, data_time: 0.004, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7297, loss_cls: 2.2626, loss: 2.2626, grad_norm: 5.6690 2020-07-26 17:36:24,444 - mmaction - INFO - Epoch [19][2000/3757] lr: 1.000e-02, eta: 6 days, 23:53:58, time: 1.957, data_time: 0.009, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7117, loss_cls: 2.3148, loss: 2.3148, grad_norm: 5.6394 2020-07-26 17:37:03,615 - mmaction - INFO - Epoch [19][2020/3757] lr: 1.000e-02, eta: 6 days, 23:53:17, time: 1.962, data_time: 0.009, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7336, loss_cls: 2.2277, loss: 2.2277, grad_norm: 5.6345 2020-07-26 17:37:41,438 - mmaction - INFO - Epoch [19][2040/3757] lr: 1.000e-02, eta: 6 days, 23:52:29, time: 1.882, data_time: 0.008, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7328, loss_cls: 2.2187, loss: 2.2187, grad_norm: 5.5972 2020-07-26 17:38:18,644 - mmaction - INFO - Epoch [19][2060/3757] lr: 1.000e-02, eta: 6 days, 23:51:40, time: 1.862, data_time: 0.012, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7422, loss_cls: 2.2173, loss: 2.2173, grad_norm: 5.5886 2020-07-26 17:38:56,660 - mmaction - INFO - Epoch [19][2080/3757] lr: 1.000e-02, eta: 6 days, 23:50:55, time: 1.910, data_time: 0.012, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7336, loss_cls: 2.1544, loss: 2.1544, grad_norm: 5.4043 2020-07-26 17:39:37,174 - mmaction - INFO - Epoch [19][2100/3757] lr: 1.000e-02, eta: 6 days, 23:50:20, time: 2.024, data_time: 0.007, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7336, loss_cls: 2.1753, loss: 2.1753, grad_norm: 5.5577 2020-07-26 17:40:16,406 - mmaction - INFO - Epoch [19][2120/3757] lr: 1.000e-02, eta: 6 days, 23:49:39, time: 1.958, data_time: 0.003, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7469, loss_cls: 2.1515, loss: 2.1515, grad_norm: 5.5397 2020-07-26 17:40:53,112 - mmaction - INFO - Epoch [19][2140/3757] lr: 1.000e-02, eta: 6 days, 23:48:47, time: 1.838, data_time: 0.010, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7422, loss_cls: 2.2149, loss: 2.2149, grad_norm: 5.5692 2020-07-26 17:41:36,851 - mmaction - INFO - Epoch [19][2160/3757] lr: 1.000e-02, eta: 6 days, 23:48:26, time: 2.179, data_time: 0.009, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7461, loss_cls: 2.1454, loss: 2.1454, grad_norm: 5.3678 2020-07-26 17:42:15,937 - mmaction - INFO - Epoch [19][2180/3757] lr: 1.000e-02, eta: 6 days, 23:47:45, time: 1.963, data_time: 0.011, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7438, loss_cls: 2.1824, loss: 2.1824, grad_norm: 5.5159 2020-07-26 17:42:53,040 - mmaction - INFO - Epoch [19][2200/3757] lr: 1.000e-02, eta: 6 days, 23:46:55, time: 1.852, data_time: 0.011, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7383, loss_cls: 2.1713, loss: 2.1713, grad_norm: 5.4452 2020-07-26 17:43:32,510 - mmaction - INFO - Epoch [19][2220/3757] lr: 1.000e-02, eta: 6 days, 23:46:16, time: 1.976, data_time: 0.007, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7320, loss_cls: 2.2004, loss: 2.2004, grad_norm: 5.5387 2020-07-26 17:44:12,911 - mmaction - INFO - Epoch [19][2240/3757] lr: 1.000e-02, eta: 6 days, 23:45:39, time: 2.013, data_time: 0.008, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7305, loss_cls: 2.1877, loss: 2.1877, grad_norm: 5.5560 2020-07-26 17:44:49,957 - mmaction - INFO - Epoch [19][2260/3757] lr: 1.000e-02, eta: 6 days, 23:44:50, time: 1.859, data_time: 0.221, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7289, loss_cls: 2.3112, loss: 2.3112, grad_norm: 5.7873 2020-07-26 17:45:26,563 - mmaction - INFO - Epoch [19][2280/3757] lr: 1.000e-02, eta: 6 days, 23:43:58, time: 1.832, data_time: 0.084, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7297, loss_cls: 2.2623, loss: 2.2623, grad_norm: 5.4884 2020-07-26 17:46:02,861 - mmaction - INFO - Epoch [19][2300/3757] lr: 1.000e-02, eta: 6 days, 23:43:04, time: 1.815, data_time: 0.003, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7305, loss_cls: 2.1909, loss: 2.1909, grad_norm: 5.4165 2020-07-26 17:46:44,638 - mmaction - INFO - Epoch [19][2320/3757] lr: 1.000e-02, eta: 6 days, 23:42:34, time: 2.084, data_time: 0.074, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7109, loss_cls: 2.3354, loss: 2.3354, grad_norm: 5.6110 2020-07-26 17:47:25,060 - mmaction - INFO - Epoch [19][2340/3757] lr: 1.000e-02, eta: 6 days, 23:41:59, time: 2.026, data_time: 0.010, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7273, loss_cls: 2.2639, loss: 2.2639, grad_norm: 5.6457 2020-07-26 17:48:05,403 - mmaction - INFO - Epoch [19][2360/3757] lr: 1.000e-02, eta: 6 days, 23:41:23, time: 2.013, data_time: 0.008, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7328, loss_cls: 2.1670, loss: 2.1670, grad_norm: 5.3558 2020-07-26 17:48:41,719 - mmaction - INFO - Epoch [19][2380/3757] lr: 1.000e-02, eta: 6 days, 23:40:30, time: 1.819, data_time: 0.009, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7344, loss_cls: 2.1961, loss: 2.1961, grad_norm: 5.4797 2020-07-26 17:49:20,823 - mmaction - INFO - Epoch [19][2400/3757] lr: 1.000e-02, eta: 6 days, 23:39:49, time: 1.951, data_time: 0.009, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7320, loss_cls: 2.1930, loss: 2.1930, grad_norm: 5.3942 2020-07-26 17:49:59,241 - mmaction - INFO - Epoch [19][2420/3757] lr: 1.000e-02, eta: 6 days, 23:39:05, time: 1.927, data_time: 0.074, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7320, loss_cls: 2.1720, loss: 2.1720, grad_norm: 5.3245 2020-07-26 17:50:41,931 - mmaction - INFO - Epoch [19][2440/3757] lr: 1.000e-02, eta: 6 days, 23:38:39, time: 2.128, data_time: 0.007, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7250, loss_cls: 2.2598, loss: 2.2598, grad_norm: 5.5163 2020-07-26 17:51:20,878 - mmaction - INFO - Epoch [19][2460/3757] lr: 1.000e-02, eta: 6 days, 23:37:57, time: 1.953, data_time: 0.009, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7352, loss_cls: 2.2184, loss: 2.2184, grad_norm: 5.5950 2020-07-26 17:51:54,418 - mmaction - INFO - Epoch [19][2480/3757] lr: 1.000e-02, eta: 6 days, 23:36:52, time: 1.674, data_time: 0.013, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7336, loss_cls: 2.2538, loss: 2.2538, grad_norm: 5.6945 2020-07-26 17:52:36,197 - mmaction - INFO - Epoch [19][2500/3757] lr: 1.000e-02, eta: 6 days, 23:36:22, time: 2.085, data_time: 0.061, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7500, loss_cls: 2.1616, loss: 2.1616, grad_norm: 5.5733 2020-07-26 17:53:18,407 - mmaction - INFO - Epoch [19][2520/3757] lr: 1.000e-02, eta: 6 days, 23:35:55, time: 2.115, data_time: 0.888, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7344, loss_cls: 2.2269, loss: 2.2269, grad_norm: 5.4373 2020-07-26 17:53:58,196 - mmaction - INFO - Epoch [19][2540/3757] lr: 1.000e-02, eta: 6 days, 23:35:16, time: 1.986, data_time: 1.341, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7547, loss_cls: 2.1393, loss: 2.1393, grad_norm: 5.4924 2020-07-26 17:54:36,675 - mmaction - INFO - Epoch [19][2560/3757] lr: 1.000e-02, eta: 6 days, 23:34:33, time: 1.929, data_time: 1.336, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7211, loss_cls: 2.2770, loss: 2.2770, grad_norm: 5.5456 2020-07-26 17:55:15,269 - mmaction - INFO - Epoch [19][2580/3757] lr: 1.000e-02, eta: 6 days, 23:33:48, time: 1.920, data_time: 1.301, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7430, loss_cls: 2.1802, loss: 2.1802, grad_norm: 5.6742 2020-07-26 17:55:55,469 - mmaction - INFO - Epoch [19][2600/3757] lr: 1.000e-02, eta: 6 days, 23:33:12, time: 2.016, data_time: 1.440, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7242, loss_cls: 2.2807, loss: 2.2807, grad_norm: 5.5155 2020-07-26 17:56:34,903 - mmaction - INFO - Epoch [19][2620/3757] lr: 1.000e-02, eta: 6 days, 23:32:33, time: 1.975, data_time: 1.398, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7461, loss_cls: 2.1765, loss: 2.1765, grad_norm: 5.4601 2020-07-26 17:57:13,834 - mmaction - INFO - Epoch [19][2640/3757] lr: 1.000e-02, eta: 6 days, 23:31:51, time: 1.941, data_time: 1.305, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.1161, loss: 2.1161, grad_norm: 5.4527 2020-07-26 17:57:53,391 - mmaction - INFO - Epoch [19][2660/3757] lr: 1.000e-02, eta: 6 days, 23:31:12, time: 1.984, data_time: 0.968, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7344, loss_cls: 2.2328, loss: 2.2328, grad_norm: 5.5149 2020-07-26 17:58:32,288 - mmaction - INFO - Epoch [19][2680/3757] lr: 1.000e-02, eta: 6 days, 23:30:29, time: 1.939, data_time: 1.359, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7500, loss_cls: 2.1344, loss: 2.1344, grad_norm: 5.5355 2020-07-26 17:59:06,310 - mmaction - INFO - Epoch [19][2700/3757] lr: 1.000e-02, eta: 6 days, 23:29:27, time: 1.708, data_time: 0.598, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7141, loss_cls: 2.2596, loss: 2.2596, grad_norm: 5.5427 2020-07-26 17:59:47,489 - mmaction - INFO - Epoch [19][2720/3757] lr: 1.000e-02, eta: 6 days, 23:28:54, time: 2.050, data_time: 0.367, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7266, loss_cls: 2.2643, loss: 2.2643, grad_norm: 5.5570 2020-07-26 18:00:26,152 - mmaction - INFO - Epoch [19][2740/3757] lr: 1.000e-02, eta: 6 days, 23:28:10, time: 1.929, data_time: 0.376, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7344, loss_cls: 2.1723, loss: 2.1723, grad_norm: 5.5132 2020-07-26 18:01:06,510 - mmaction - INFO - Epoch [19][2760/3757] lr: 1.000e-02, eta: 6 days, 23:27:36, time: 2.031, data_time: 0.027, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7266, loss_cls: 2.1688, loss: 2.1688, grad_norm: 5.5324 2020-07-26 18:01:42,611 - mmaction - INFO - Epoch [19][2780/3757] lr: 1.000e-02, eta: 6 days, 23:26:41, time: 1.799, data_time: 0.009, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7461, loss_cls: 2.1920, loss: 2.1920, grad_norm: 5.4406 2020-07-26 18:02:22,804 - mmaction - INFO - Epoch [19][2800/3757] lr: 1.000e-02, eta: 6 days, 23:26:05, time: 2.014, data_time: 0.015, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7312, loss_cls: 2.1612, loss: 2.1612, grad_norm: 5.4762 2020-07-26 18:03:01,689 - mmaction - INFO - Epoch [19][2820/3757] lr: 1.000e-02, eta: 6 days, 23:25:22, time: 1.940, data_time: 0.010, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7109, loss_cls: 2.2717, loss: 2.2717, grad_norm: 5.5959 2020-07-26 18:03:43,412 - mmaction - INFO - Epoch [19][2840/3757] lr: 1.000e-02, eta: 6 days, 23:24:53, time: 2.086, data_time: 0.010, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7180, loss_cls: 2.2679, loss: 2.2679, grad_norm: 5.5990 2020-07-26 18:04:22,514 - mmaction - INFO - Epoch [19][2860/3757] lr: 1.000e-02, eta: 6 days, 23:24:11, time: 1.956, data_time: 0.074, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7273, loss_cls: 2.2057, loss: 2.2057, grad_norm: 5.4696 2020-07-26 18:05:00,126 - mmaction - INFO - Epoch [19][2880/3757] lr: 1.000e-02, eta: 6 days, 23:23:24, time: 1.886, data_time: 0.081, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7484, loss_cls: 2.1888, loss: 2.1888, grad_norm: 5.4638 2020-07-26 18:05:39,595 - mmaction - INFO - Epoch [19][2900/3757] lr: 1.000e-02, eta: 6 days, 23:22:44, time: 1.966, data_time: 0.510, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7406, loss_cls: 2.2793, loss: 2.2793, grad_norm: 5.5872 2020-07-26 18:06:17,217 - mmaction - INFO - Epoch [19][2920/3757] lr: 1.000e-02, eta: 6 days, 23:21:57, time: 1.889, data_time: 0.052, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7336, loss_cls: 2.1247, loss: 2.1247, grad_norm: 5.3063 2020-07-26 18:06:57,433 - mmaction - INFO - Epoch [19][2940/3757] lr: 1.000e-02, eta: 6 days, 23:21:20, time: 2.000, data_time: 0.008, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7180, loss_cls: 2.2675, loss: 2.2675, grad_norm: 5.4856 2020-07-26 18:07:38,528 - mmaction - INFO - Epoch [19][2960/3757] lr: 1.000e-02, eta: 6 days, 23:20:48, time: 2.065, data_time: 0.845, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7234, loss_cls: 2.1966, loss: 2.1966, grad_norm: 5.4938 2020-07-26 18:08:17,821 - mmaction - INFO - Epoch [19][2980/3757] lr: 1.000e-02, eta: 6 days, 23:20:07, time: 1.959, data_time: 1.295, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7234, loss_cls: 2.2439, loss: 2.2439, grad_norm: 5.5081 2020-07-26 18:08:57,572 - mmaction - INFO - Epoch [19][3000/3757] lr: 1.000e-02, eta: 6 days, 23:19:30, time: 1.993, data_time: 0.989, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7422, loss_cls: 2.2367, loss: 2.2367, grad_norm: 5.5828 2020-07-26 18:09:37,559 - mmaction - INFO - Epoch [19][3020/3757] lr: 1.000e-02, eta: 6 days, 23:18:52, time: 1.994, data_time: 0.477, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7078, loss_cls: 2.2661, loss: 2.2661, grad_norm: 5.5732 2020-07-26 18:10:18,223 - mmaction - INFO - Epoch [19][3040/3757] lr: 1.000e-02, eta: 6 days, 23:18:18, time: 2.037, data_time: 0.300, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7148, loss_cls: 2.2740, loss: 2.2740, grad_norm: 5.6023 2020-07-26 18:10:56,437 - mmaction - INFO - Epoch [19][3060/3757] lr: 1.000e-02, eta: 6 days, 23:17:33, time: 1.912, data_time: 0.039, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7203, loss_cls: 2.2506, loss: 2.2506, grad_norm: 5.5328 2020-07-26 18:11:34,987 - mmaction - INFO - Epoch [19][3080/3757] lr: 1.000e-02, eta: 6 days, 23:16:49, time: 1.919, data_time: 0.008, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7398, loss_cls: 2.1886, loss: 2.1886, grad_norm: 5.6396 2020-07-26 18:12:11,287 - mmaction - INFO - Epoch [19][3100/3757] lr: 1.000e-02, eta: 6 days, 23:15:56, time: 1.819, data_time: 0.020, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7461, loss_cls: 2.1765, loss: 2.1765, grad_norm: 5.5013 2020-07-26 18:12:51,095 - mmaction - INFO - Epoch [19][3120/3757] lr: 1.000e-02, eta: 6 days, 23:15:18, time: 1.991, data_time: 0.009, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7289, loss_cls: 2.2537, loss: 2.2537, grad_norm: 5.5121 2020-07-26 18:13:29,049 - mmaction - INFO - Epoch [19][3140/3757] lr: 1.000e-02, eta: 6 days, 23:14:32, time: 1.902, data_time: 0.006, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7438, loss_cls: 2.1385, loss: 2.1385, grad_norm: 5.5414 2020-07-26 18:14:07,911 - mmaction - INFO - Epoch [19][3160/3757] lr: 1.000e-02, eta: 6 days, 23:13:50, time: 1.942, data_time: 0.007, memory: 5170, top1_acc: 0.4656, top5_acc: 0.7281, loss_cls: 2.3045, loss: 2.3045, grad_norm: 5.6295 2020-07-26 18:14:47,999 - mmaction - INFO - Epoch [19][3180/3757] lr: 1.000e-02, eta: 6 days, 23:13:13, time: 2.004, data_time: 0.025, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7578, loss_cls: 2.0508, loss: 2.0508, grad_norm: 5.3485 2020-07-26 18:15:25,600 - mmaction - INFO - Epoch [19][3200/3757] lr: 1.000e-02, eta: 6 days, 23:12:25, time: 1.875, data_time: 0.010, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7336, loss_cls: 2.2153, loss: 2.2153, grad_norm: 5.4650 2020-07-26 18:16:05,036 - mmaction - INFO - Epoch [19][3220/3757] lr: 1.000e-02, eta: 6 days, 23:11:45, time: 1.978, data_time: 0.009, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7469, loss_cls: 2.1329, loss: 2.1329, grad_norm: 5.5935 2020-07-26 18:16:42,713 - mmaction - INFO - Epoch [19][3240/3757] lr: 1.000e-02, eta: 6 days, 23:10:58, time: 1.883, data_time: 0.007, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7336, loss_cls: 2.2377, loss: 2.2377, grad_norm: 5.6076 2020-07-26 18:17:23,743 - mmaction - INFO - Epoch [19][3260/3757] lr: 1.000e-02, eta: 6 days, 23:10:25, time: 2.052, data_time: 0.004, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7172, loss_cls: 2.3454, loss: 2.3454, grad_norm: 5.6240 2020-07-26 18:18:01,300 - mmaction - INFO - Epoch [19][3280/3757] lr: 1.000e-02, eta: 6 days, 23:09:37, time: 1.879, data_time: 0.009, memory: 5170, top1_acc: 0.4688, top5_acc: 0.7156, loss_cls: 2.2971, loss: 2.2971, grad_norm: 5.6245 2020-07-26 18:18:40,071 - mmaction - INFO - Epoch [19][3300/3757] lr: 1.000e-02, eta: 6 days, 23:08:54, time: 1.933, data_time: 0.008, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7367, loss_cls: 2.2119, loss: 2.2119, grad_norm: 5.6203 2020-07-26 18:19:18,594 - mmaction - INFO - Epoch [19][3320/3757] lr: 1.000e-02, eta: 6 days, 23:08:11, time: 1.931, data_time: 0.011, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7406, loss_cls: 2.1140, loss: 2.1140, grad_norm: 5.4824 2020-07-26 18:19:56,513 - mmaction - INFO - Epoch [19][3340/3757] lr: 1.000e-02, eta: 6 days, 23:07:25, time: 1.893, data_time: 0.008, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7406, loss_cls: 2.1724, loss: 2.1724, grad_norm: 5.3486 2020-07-26 18:20:37,092 - mmaction - INFO - Epoch [19][3360/3757] lr: 1.000e-02, eta: 6 days, 23:06:50, time: 2.031, data_time: 0.458, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7453, loss_cls: 2.1963, loss: 2.1963, grad_norm: 5.5021 2020-07-26 18:21:18,040 - mmaction - INFO - Epoch [19][3380/3757] lr: 1.000e-02, eta: 6 days, 23:06:16, time: 2.040, data_time: 0.906, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7258, loss_cls: 2.2580, loss: 2.2580, grad_norm: 5.6189 2020-07-26 18:21:56,766 - mmaction - INFO - Epoch [19][3400/3757] lr: 1.000e-02, eta: 6 days, 23:05:34, time: 1.941, data_time: 0.672, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7188, loss_cls: 2.2217, loss: 2.2217, grad_norm: 5.4566 2020-07-26 18:22:37,663 - mmaction - INFO - Epoch [19][3420/3757] lr: 1.000e-02, eta: 6 days, 23:05:00, time: 2.040, data_time: 0.222, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7352, loss_cls: 2.1790, loss: 2.1790, grad_norm: 5.5416 2020-07-26 18:23:16,544 - mmaction - INFO - Epoch [19][3440/3757] lr: 1.000e-02, eta: 6 days, 23:04:19, time: 1.952, data_time: 0.012, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7273, loss_cls: 2.2475, loss: 2.2475, grad_norm: 5.5544 2020-07-26 18:23:55,629 - mmaction - INFO - Epoch [19][3460/3757] lr: 1.000e-02, eta: 6 days, 23:03:37, time: 1.952, data_time: 0.008, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7273, loss_cls: 2.2488, loss: 2.2488, grad_norm: 5.6554 2020-07-26 18:24:36,501 - mmaction - INFO - Epoch [19][3480/3757] lr: 1.000e-02, eta: 6 days, 23:03:04, time: 2.045, data_time: 0.755, memory: 5170, top1_acc: 0.4523, top5_acc: 0.6937, loss_cls: 2.3480, loss: 2.3480, grad_norm: 5.5613 2020-07-26 18:25:13,204 - mmaction - INFO - Epoch [19][3500/3757] lr: 1.000e-02, eta: 6 days, 23:02:12, time: 1.830, data_time: 0.860, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7258, loss_cls: 2.2196, loss: 2.2196, grad_norm: 5.5471 2020-07-26 18:25:53,273 - mmaction - INFO - Epoch [19][3520/3757] lr: 1.000e-02, eta: 6 days, 23:01:36, time: 2.010, data_time: 0.391, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7430, loss_cls: 2.2005, loss: 2.2005, grad_norm: 5.4986 2020-07-26 18:26:32,312 - mmaction - INFO - Epoch [19][3540/3757] lr: 1.000e-02, eta: 6 days, 23:00:54, time: 1.949, data_time: 0.394, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7469, loss_cls: 2.1888, loss: 2.1888, grad_norm: 5.5656 2020-07-26 18:27:09,896 - mmaction - INFO - Epoch [19][3560/3757] lr: 1.000e-02, eta: 6 days, 23:00:07, time: 1.883, data_time: 0.008, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7375, loss_cls: 2.2287, loss: 2.2287, grad_norm: 5.6710 2020-07-26 18:27:47,338 - mmaction - INFO - Epoch [19][3580/3757] lr: 1.000e-02, eta: 6 days, 22:59:18, time: 1.863, data_time: 0.007, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7398, loss_cls: 2.1286, loss: 2.1286, grad_norm: 5.3812 2020-07-26 18:28:27,078 - mmaction - INFO - Epoch [19][3600/3757] lr: 1.000e-02, eta: 6 days, 22:58:40, time: 1.994, data_time: 0.012, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7367, loss_cls: 2.1926, loss: 2.1926, grad_norm: 5.6599 2020-07-26 18:29:07,052 - mmaction - INFO - Epoch [19][3620/3757] lr: 1.000e-02, eta: 6 days, 22:58:02, time: 1.991, data_time: 0.017, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7336, loss_cls: 2.2566, loss: 2.2566, grad_norm: 5.6607 2020-07-26 18:29:46,842 - mmaction - INFO - Epoch [19][3640/3757] lr: 1.000e-02, eta: 6 days, 22:57:24, time: 1.998, data_time: 0.049, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7383, loss_cls: 2.1650, loss: 2.1650, grad_norm: 5.4607 2020-07-26 18:30:23,814 - mmaction - INFO - Epoch [19][3660/3757] lr: 1.000e-02, eta: 6 days, 22:56:34, time: 1.844, data_time: 0.008, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7312, loss_cls: 2.1998, loss: 2.1998, grad_norm: 5.5508 2020-07-26 18:31:02,909 - mmaction - INFO - Epoch [19][3680/3757] lr: 1.000e-02, eta: 6 days, 22:55:53, time: 1.957, data_time: 0.010, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7391, loss_cls: 2.1972, loss: 2.1972, grad_norm: 5.6903 2020-07-26 18:31:45,507 - mmaction - INFO - Epoch [19][3700/3757] lr: 1.000e-02, eta: 6 days, 22:55:27, time: 2.132, data_time: 0.011, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7070, loss_cls: 2.2900, loss: 2.2900, grad_norm: 5.4650 2020-07-26 18:32:26,797 - mmaction - INFO - Epoch [19][3720/3757] lr: 1.000e-02, eta: 6 days, 22:54:54, time: 2.058, data_time: 0.005, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7320, loss_cls: 2.1804, loss: 2.1804, grad_norm: 5.4776 2020-07-26 18:33:05,709 - mmaction - INFO - Epoch [19][3740/3757] lr: 1.000e-02, eta: 6 days, 22:54:13, time: 1.949, data_time: 0.010, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7344, loss_cls: 2.1793, loss: 2.1793, grad_norm: 5.4654 2020-07-26 18:33:28,701 - mmaction - INFO - Saving checkpoint at 19 epochs 2020-07-26 18:34:23,888 - mmaction - INFO - Epoch [20][20/3757] lr: 1.000e-02, eta: 6 days, 22:51:35, time: 2.663, data_time: 1.399, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7133, loss_cls: 2.2751, loss: 2.2751, grad_norm: 5.5108 2020-07-26 18:35:05,672 - mmaction - INFO - Epoch [20][40/3757] lr: 1.000e-02, eta: 6 days, 22:51:06, time: 2.099, data_time: 0.014, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7516, loss_cls: 2.1384, loss: 2.1384, grad_norm: 5.3280 2020-07-26 18:35:41,565 - mmaction - INFO - Epoch [20][60/3757] lr: 1.000e-02, eta: 6 days, 22:50:12, time: 1.796, data_time: 0.004, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7312, loss_cls: 2.2115, loss: 2.2115, grad_norm: 5.4591 2020-07-26 18:36:21,200 - mmaction - INFO - Epoch [20][80/3757] lr: 1.000e-02, eta: 6 days, 22:49:32, time: 1.973, data_time: 0.019, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7359, loss_cls: 2.1025, loss: 2.1025, grad_norm: 5.3131 2020-07-26 18:37:04,229 - mmaction - INFO - Epoch [20][100/3757] lr: 1.000e-02, eta: 6 days, 22:49:09, time: 2.160, data_time: 0.012, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7500, loss_cls: 2.1533, loss: 2.1533, grad_norm: 5.4814 2020-07-26 18:37:41,245 - mmaction - INFO - Epoch [20][120/3757] lr: 1.000e-02, eta: 6 days, 22:48:18, time: 1.846, data_time: 0.007, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7430, loss_cls: 2.1235, loss: 2.1235, grad_norm: 5.4136 2020-07-26 18:38:16,664 - mmaction - INFO - Epoch [20][140/3757] lr: 1.000e-02, eta: 6 days, 22:47:21, time: 1.769, data_time: 0.009, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7344, loss_cls: 2.2295, loss: 2.2295, grad_norm: 5.3845 2020-07-26 18:38:58,336 - mmaction - INFO - Epoch [20][160/3757] lr: 1.000e-02, eta: 6 days, 22:46:51, time: 2.085, data_time: 0.135, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7305, loss_cls: 2.2648, loss: 2.2648, grad_norm: 5.5221 2020-07-26 18:39:35,094 - mmaction - INFO - Epoch [20][180/3757] lr: 1.000e-02, eta: 6 days, 22:46:01, time: 1.843, data_time: 0.008, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7578, loss_cls: 2.0736, loss: 2.0736, grad_norm: 5.3220 2020-07-26 18:40:11,252 - mmaction - INFO - Epoch [20][200/3757] lr: 1.000e-02, eta: 6 days, 22:45:07, time: 1.806, data_time: 0.609, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7336, loss_cls: 2.1497, loss: 2.1497, grad_norm: 5.5167 2020-07-26 18:40:52,623 - mmaction - INFO - Epoch [20][220/3757] lr: 1.000e-02, eta: 6 days, 22:44:36, time: 2.071, data_time: 1.479, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7164, loss_cls: 2.2579, loss: 2.2579, grad_norm: 5.6544 2020-07-26 18:41:30,901 - mmaction - INFO - Epoch [20][240/3757] lr: 1.000e-02, eta: 6 days, 22:43:51, time: 1.909, data_time: 1.328, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7391, loss_cls: 2.2021, loss: 2.2021, grad_norm: 5.5139 2020-07-26 18:42:08,266 - mmaction - INFO - Epoch [20][260/3757] lr: 1.000e-02, eta: 6 days, 22:43:02, time: 1.864, data_time: 1.284, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7156, loss_cls: 2.2440, loss: 2.2440, grad_norm: 5.6414 2020-07-26 18:42:49,262 - mmaction - INFO - Epoch [20][280/3757] lr: 1.000e-02, eta: 6 days, 22:42:29, time: 2.051, data_time: 0.744, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7242, loss_cls: 2.2496, loss: 2.2496, grad_norm: 5.6338 2020-07-26 18:43:30,509 - mmaction - INFO - Epoch [20][300/3757] lr: 1.000e-02, eta: 6 days, 22:41:57, time: 2.068, data_time: 0.162, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7273, loss_cls: 2.2170, loss: 2.2170, grad_norm: 5.5757 2020-07-26 18:44:10,633 - mmaction - INFO - Epoch [20][320/3757] lr: 1.000e-02, eta: 6 days, 22:41:21, time: 2.005, data_time: 0.234, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7281, loss_cls: 2.2515, loss: 2.2515, grad_norm: 5.6286 2020-07-26 18:44:46,353 - mmaction - INFO - Epoch [20][340/3757] lr: 1.000e-02, eta: 6 days, 22:40:25, time: 1.788, data_time: 0.041, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.1323, loss: 2.1323, grad_norm: 5.6043 2020-07-26 18:45:27,825 - mmaction - INFO - Epoch [20][360/3757] lr: 1.000e-02, eta: 6 days, 22:39:54, time: 2.071, data_time: 0.140, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7352, loss_cls: 2.2150, loss: 2.2150, grad_norm: 5.5033 2020-07-26 18:46:05,800 - mmaction - INFO - Epoch [20][380/3757] lr: 1.000e-02, eta: 6 days, 22:39:08, time: 1.902, data_time: 0.009, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7445, loss_cls: 2.1614, loss: 2.1614, grad_norm: 5.3281 2020-07-26 18:46:45,810 - mmaction - INFO - Epoch [20][400/3757] lr: 1.000e-02, eta: 6 days, 22:38:31, time: 1.996, data_time: 0.011, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7383, loss_cls: 2.1416, loss: 2.1416, grad_norm: 5.2800 2020-07-26 18:47:25,397 - mmaction - INFO - Epoch [20][420/3757] lr: 1.000e-02, eta: 6 days, 22:37:52, time: 1.985, data_time: 0.010, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7344, loss_cls: 2.2111, loss: 2.2111, grad_norm: 5.5448 2020-07-26 18:48:03,019 - mmaction - INFO - Epoch [20][440/3757] lr: 1.000e-02, eta: 6 days, 22:37:05, time: 1.881, data_time: 0.007, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7508, loss_cls: 2.0989, loss: 2.0989, grad_norm: 5.3708 2020-07-26 18:48:42,742 - mmaction - INFO - Epoch [20][460/3757] lr: 1.000e-02, eta: 6 days, 22:36:26, time: 1.982, data_time: 0.172, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7578, loss_cls: 2.1417, loss: 2.1417, grad_norm: 5.4435 2020-07-26 18:49:22,250 - mmaction - INFO - Epoch [20][480/3757] lr: 1.000e-02, eta: 6 days, 22:35:47, time: 1.978, data_time: 0.342, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7570, loss_cls: 2.0990, loss: 2.0990, grad_norm: 5.2960 2020-07-26 18:49:58,758 - mmaction - INFO - Epoch [20][500/3757] lr: 1.000e-02, eta: 6 days, 22:34:55, time: 1.826, data_time: 0.014, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7375, loss_cls: 2.2269, loss: 2.2269, grad_norm: 5.5915 2020-07-26 18:50:36,930 - mmaction - INFO - Epoch [20][520/3757] lr: 1.000e-02, eta: 6 days, 22:34:10, time: 1.908, data_time: 0.078, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7461, loss_cls: 2.1572, loss: 2.1572, grad_norm: 5.5250 2020-07-26 18:51:15,596 - mmaction - INFO - Epoch [20][540/3757] lr: 1.000e-02, eta: 6 days, 22:33:27, time: 1.928, data_time: 0.023, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7602, loss_cls: 2.0949, loss: 2.0949, grad_norm: 5.5605 2020-07-26 18:51:54,446 - mmaction - INFO - Epoch [20][560/3757] lr: 1.000e-02, eta: 6 days, 22:32:45, time: 1.947, data_time: 0.009, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7297, loss_cls: 2.2439, loss: 2.2439, grad_norm: 5.6021 2020-07-26 18:52:34,093 - mmaction - INFO - Epoch [20][580/3757] lr: 1.000e-02, eta: 6 days, 22:32:06, time: 1.984, data_time: 0.010, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7109, loss_cls: 2.3164, loss: 2.3164, grad_norm: 5.5918 2020-07-26 18:53:11,676 - mmaction - INFO - Epoch [20][600/3757] lr: 1.000e-02, eta: 6 days, 22:31:19, time: 1.878, data_time: 0.104, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7477, loss_cls: 2.1991, loss: 2.1991, grad_norm: 5.6319 2020-07-26 18:53:48,737 - mmaction - INFO - Epoch [20][620/3757] lr: 1.000e-02, eta: 6 days, 22:30:29, time: 1.849, data_time: 0.008, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7414, loss_cls: 2.1597, loss: 2.1597, grad_norm: 5.5556 2020-07-26 18:54:26,537 - mmaction - INFO - Epoch [20][640/3757] lr: 1.000e-02, eta: 6 days, 22:29:42, time: 1.887, data_time: 0.009, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7438, loss_cls: 2.1321, loss: 2.1321, grad_norm: 5.4612 2020-07-26 18:55:06,885 - mmaction - INFO - Epoch [20][660/3757] lr: 1.000e-02, eta: 6 days, 22:29:07, time: 2.023, data_time: 0.033, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7500, loss_cls: 2.1382, loss: 2.1382, grad_norm: 5.5360 2020-07-26 18:55:46,187 - mmaction - INFO - Epoch [20][680/3757] lr: 1.000e-02, eta: 6 days, 22:28:27, time: 1.965, data_time: 0.013, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7273, loss_cls: 2.2154, loss: 2.2154, grad_norm: 5.6469 2020-07-26 18:56:22,867 - mmaction - INFO - Epoch [20][700/3757] lr: 1.000e-02, eta: 6 days, 22:27:35, time: 1.827, data_time: 0.012, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7305, loss_cls: 2.2797, loss: 2.2797, grad_norm: 5.6316 2020-07-26 18:57:03,252 - mmaction - INFO - Epoch [20][720/3757] lr: 1.000e-02, eta: 6 days, 22:27:00, time: 2.026, data_time: 0.011, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7344, loss_cls: 2.1926, loss: 2.1926, grad_norm: 5.4623 2020-07-26 18:57:44,405 - mmaction - INFO - Epoch [20][740/3757] lr: 1.000e-02, eta: 6 days, 22:26:27, time: 2.057, data_time: 0.011, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7383, loss_cls: 2.1863, loss: 2.1863, grad_norm: 5.4685 2020-07-26 18:58:25,850 - mmaction - INFO - Epoch [20][760/3757] lr: 1.000e-02, eta: 6 days, 22:25:56, time: 2.073, data_time: 0.011, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7508, loss_cls: 2.1229, loss: 2.1229, grad_norm: 5.3997 2020-07-26 18:59:04,015 - mmaction - INFO - Epoch [20][780/3757] lr: 1.000e-02, eta: 6 days, 22:25:11, time: 1.907, data_time: 0.009, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7586, loss_cls: 2.1323, loss: 2.1323, grad_norm: 5.6316 2020-07-26 18:59:46,261 - mmaction - INFO - Epoch [20][800/3757] lr: 1.000e-02, eta: 6 days, 22:24:43, time: 2.113, data_time: 0.005, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7453, loss_cls: 2.1327, loss: 2.1327, grad_norm: 5.2930 2020-07-26 19:00:17,203 - mmaction - INFO - Epoch [20][820/3757] lr: 1.000e-02, eta: 6 days, 22:23:27, time: 1.536, data_time: 0.008, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7344, loss_cls: 2.1836, loss: 2.1836, grad_norm: 5.6590 2020-07-26 19:01:00,300 - mmaction - INFO - Epoch [20][840/3757] lr: 1.000e-02, eta: 6 days, 22:23:04, time: 2.167, data_time: 0.169, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7430, loss_cls: 2.1892, loss: 2.1892, grad_norm: 5.4628 2020-07-26 19:01:43,783 - mmaction - INFO - Epoch [20][860/3757] lr: 1.000e-02, eta: 6 days, 22:22:40, time: 2.168, data_time: 0.074, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7336, loss_cls: 2.2126, loss: 2.2126, grad_norm: 5.5425 2020-07-26 19:02:21,324 - mmaction - INFO - Epoch [20][880/3757] lr: 1.000e-02, eta: 6 days, 22:21:53, time: 1.882, data_time: 0.017, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7320, loss_cls: 2.1851, loss: 2.1851, grad_norm: 5.3914 2020-07-26 19:03:00,168 - mmaction - INFO - Epoch [20][900/3757] lr: 1.000e-02, eta: 6 days, 22:21:11, time: 1.937, data_time: 0.013, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7305, loss_cls: 2.2385, loss: 2.2385, grad_norm: 5.5065 2020-07-26 19:03:34,728 - mmaction - INFO - Epoch [20][920/3757] lr: 1.000e-02, eta: 6 days, 22:20:11, time: 1.734, data_time: 0.102, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7523, loss_cls: 2.0809, loss: 2.0809, grad_norm: 5.3299 2020-07-26 19:04:17,382 - mmaction - INFO - Epoch [20][940/3757] lr: 1.000e-02, eta: 6 days, 22:19:44, time: 2.125, data_time: 0.345, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7383, loss_cls: 2.1295, loss: 2.1295, grad_norm: 5.3312 2020-07-26 19:04:53,846 - mmaction - INFO - Epoch [20][960/3757] lr: 1.000e-02, eta: 6 days, 22:18:53, time: 1.831, data_time: 0.151, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7367, loss_cls: 2.2306, loss: 2.2306, grad_norm: 5.6982 2020-07-26 19:05:33,860 - mmaction - INFO - Epoch [20][980/3757] lr: 1.000e-02, eta: 6 days, 22:18:16, time: 2.001, data_time: 0.110, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7375, loss_cls: 2.1627, loss: 2.1627, grad_norm: 5.5508 2020-07-26 19:06:14,356 - mmaction - INFO - Epoch [20][1000/3757] lr: 1.000e-02, eta: 6 days, 22:17:40, time: 2.018, data_time: 0.007, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7172, loss_cls: 2.2259, loss: 2.2259, grad_norm: 5.6113 2020-07-26 19:06:53,635 - mmaction - INFO - Epoch [20][1020/3757] lr: 1.000e-02, eta: 6 days, 22:17:00, time: 1.971, data_time: 0.010, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7172, loss_cls: 2.2990, loss: 2.2990, grad_norm: 5.5540 2020-07-26 19:07:31,989 - mmaction - INFO - Epoch [20][1040/3757] lr: 1.000e-02, eta: 6 days, 22:16:15, time: 1.908, data_time: 0.008, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7438, loss_cls: 2.2147, loss: 2.2147, grad_norm: 5.5715 2020-07-26 19:08:12,492 - mmaction - INFO - Epoch [20][1060/3757] lr: 1.000e-02, eta: 6 days, 22:15:41, time: 2.032, data_time: 0.243, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7320, loss_cls: 2.2892, loss: 2.2892, grad_norm: 5.5316 2020-07-26 19:08:52,290 - mmaction - INFO - Epoch [20][1080/3757] lr: 1.000e-02, eta: 6 days, 22:15:02, time: 1.985, data_time: 0.067, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7508, loss_cls: 2.1061, loss: 2.1061, grad_norm: 5.3749 2020-07-26 19:09:33,039 - mmaction - INFO - Epoch [20][1100/3757] lr: 1.000e-02, eta: 6 days, 22:14:29, time: 2.044, data_time: 0.094, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7398, loss_cls: 2.1544, loss: 2.1544, grad_norm: 5.4758 2020-07-26 19:10:12,431 - mmaction - INFO - Epoch [20][1120/3757] lr: 1.000e-02, eta: 6 days, 22:13:48, time: 1.965, data_time: 0.824, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7539, loss_cls: 2.1066, loss: 2.1066, grad_norm: 5.4950 2020-07-26 19:10:48,956 - mmaction - INFO - Epoch [20][1140/3757] lr: 1.000e-02, eta: 6 days, 22:12:57, time: 1.830, data_time: 1.127, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7758, loss_cls: 2.0426, loss: 2.0426, grad_norm: 5.4956 2020-07-26 19:11:31,473 - mmaction - INFO - Epoch [20][1160/3757] lr: 1.000e-02, eta: 6 days, 22:12:30, time: 2.120, data_time: 1.189, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7391, loss_cls: 2.1350, loss: 2.1350, grad_norm: 5.6303 2020-07-26 19:12:08,996 - mmaction - INFO - Epoch [20][1180/3757] lr: 1.000e-02, eta: 6 days, 22:11:43, time: 1.882, data_time: 1.042, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7523, loss_cls: 2.1378, loss: 2.1378, grad_norm: 5.6013 2020-07-26 19:12:48,731 - mmaction - INFO - Epoch [20][1200/3757] lr: 1.000e-02, eta: 6 days, 22:11:04, time: 1.988, data_time: 1.320, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7359, loss_cls: 2.1883, loss: 2.1883, grad_norm: 5.5508 2020-07-26 19:13:31,152 - mmaction - INFO - Epoch [20][1220/3757] lr: 1.000e-02, eta: 6 days, 22:10:37, time: 2.119, data_time: 0.436, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7461, loss_cls: 2.1402, loss: 2.1402, grad_norm: 5.5273 2020-07-26 19:14:09,583 - mmaction - INFO - Epoch [20][1240/3757] lr: 1.000e-02, eta: 6 days, 22:09:53, time: 1.920, data_time: 0.013, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7469, loss_cls: 2.1541, loss: 2.1541, grad_norm: 5.5549 2020-07-26 19:14:46,666 - mmaction - INFO - Epoch [20][1260/3757] lr: 1.000e-02, eta: 6 days, 22:09:04, time: 1.854, data_time: 0.009, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7352, loss_cls: 2.1890, loss: 2.1890, grad_norm: 5.5526 2020-07-26 19:15:26,630 - mmaction - INFO - Epoch [20][1280/3757] lr: 1.000e-02, eta: 6 days, 22:08:26, time: 1.995, data_time: 0.011, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7195, loss_cls: 2.2128, loss: 2.2128, grad_norm: 5.6038 2020-07-26 19:16:06,191 - mmaction - INFO - Epoch [20][1300/3757] lr: 1.000e-02, eta: 6 days, 22:07:47, time: 1.983, data_time: 0.009, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7305, loss_cls: 2.1874, loss: 2.1874, grad_norm: 5.4370 2020-07-26 19:16:43,068 - mmaction - INFO - Epoch [20][1320/3757] lr: 1.000e-02, eta: 6 days, 22:06:57, time: 1.845, data_time: 0.008, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7438, loss_cls: 2.1639, loss: 2.1639, grad_norm: 5.5281 2020-07-26 19:17:23,883 - mmaction - INFO - Epoch [20][1340/3757] lr: 1.000e-02, eta: 6 days, 22:06:23, time: 2.041, data_time: 0.002, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7297, loss_cls: 2.2136, loss: 2.2136, grad_norm: 5.4780 2020-07-26 19:18:04,743 - mmaction - INFO - Epoch [20][1360/3757] lr: 1.000e-02, eta: 6 days, 22:05:49, time: 2.040, data_time: 0.008, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7227, loss_cls: 2.2662, loss: 2.2662, grad_norm: 5.6249 2020-07-26 19:18:39,914 - mmaction - INFO - Epoch [20][1380/3757] lr: 1.000e-02, eta: 6 days, 22:04:52, time: 1.761, data_time: 0.111, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7438, loss_cls: 2.2274, loss: 2.2274, grad_norm: 5.5845 2020-07-26 19:19:20,692 - mmaction - INFO - Epoch [20][1400/3757] lr: 1.000e-02, eta: 6 days, 22:04:17, time: 2.032, data_time: 0.472, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7469, loss_cls: 2.1185, loss: 2.1185, grad_norm: 5.4385 2020-07-26 19:19:59,022 - mmaction - INFO - Epoch [20][1420/3757] lr: 1.000e-02, eta: 6 days, 22:03:34, time: 1.923, data_time: 0.141, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7312, loss_cls: 2.1735, loss: 2.1735, grad_norm: 5.5063 2020-07-26 19:20:38,571 - mmaction - INFO - Epoch [20][1440/3757] lr: 1.000e-02, eta: 6 days, 22:02:54, time: 1.971, data_time: 0.093, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7508, loss_cls: 2.1256, loss: 2.1256, grad_norm: 5.6065 2020-07-26 19:21:17,269 - mmaction - INFO - Epoch [20][1460/3757] lr: 1.000e-02, eta: 6 days, 22:02:12, time: 1.943, data_time: 0.011, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7461, loss_cls: 2.1473, loss: 2.1473, grad_norm: 5.6554 2020-07-26 19:21:56,200 - mmaction - INFO - Epoch [20][1480/3757] lr: 1.000e-02, eta: 6 days, 22:01:30, time: 1.942, data_time: 0.008, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7477, loss_cls: 2.1629, loss: 2.1629, grad_norm: 5.7809 2020-07-26 19:22:36,281 - mmaction - INFO - Epoch [20][1500/3757] lr: 1.000e-02, eta: 6 days, 22:00:53, time: 2.002, data_time: 0.601, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7391, loss_cls: 2.1753, loss: 2.1753, grad_norm: 5.6563 2020-07-26 19:23:13,984 - mmaction - INFO - Epoch [20][1520/3757] lr: 1.000e-02, eta: 6 days, 22:00:06, time: 1.885, data_time: 0.205, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7578, loss_cls: 2.0924, loss: 2.0924, grad_norm: 5.4364 2020-07-26 19:23:53,777 - mmaction - INFO - Epoch [20][1540/3757] lr: 1.000e-02, eta: 6 days, 21:59:28, time: 1.997, data_time: 0.016, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7445, loss_cls: 2.1200, loss: 2.1200, grad_norm: 5.4983 2020-07-26 19:24:32,092 - mmaction - INFO - Epoch [20][1560/3757] lr: 1.000e-02, eta: 6 days, 21:58:43, time: 1.910, data_time: 0.323, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7430, loss_cls: 2.1358, loss: 2.1358, grad_norm: 5.4804 2020-07-26 19:25:11,947 - mmaction - INFO - Epoch [20][1580/3757] lr: 1.000e-02, eta: 6 days, 21:58:06, time: 1.997, data_time: 0.009, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7312, loss_cls: 2.1274, loss: 2.1274, grad_norm: 5.5484 2020-07-26 19:25:51,502 - mmaction - INFO - Epoch [20][1600/3757] lr: 1.000e-02, eta: 6 days, 21:57:27, time: 1.980, data_time: 0.004, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7359, loss_cls: 2.2318, loss: 2.2318, grad_norm: 5.6739 2020-07-26 19:26:28,115 - mmaction - INFO - Epoch [20][1620/3757] lr: 1.000e-02, eta: 6 days, 21:56:35, time: 1.821, data_time: 0.087, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7469, loss_cls: 2.1047, loss: 2.1047, grad_norm: 5.4155 2020-07-26 19:27:08,906 - mmaction - INFO - Epoch [20][1640/3757] lr: 1.000e-02, eta: 6 days, 21:56:02, time: 2.049, data_time: 0.186, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7812, loss_cls: 1.9537, loss: 1.9537, grad_norm: 5.3083 2020-07-26 19:27:46,802 - mmaction - INFO - Epoch [20][1660/3757] lr: 1.000e-02, eta: 6 days, 21:55:15, time: 1.887, data_time: 0.006, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7375, loss_cls: 2.1295, loss: 2.1295, grad_norm: 5.4969 2020-07-26 19:28:26,109 - mmaction - INFO - Epoch [20][1680/3757] lr: 1.000e-02, eta: 6 days, 21:54:36, time: 1.973, data_time: 0.084, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7516, loss_cls: 2.1116, loss: 2.1116, grad_norm: 5.3795 2020-07-26 19:29:04,408 - mmaction - INFO - Epoch [20][1700/3757] lr: 1.000e-02, eta: 6 days, 21:53:51, time: 1.908, data_time: 0.007, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7344, loss_cls: 2.1869, loss: 2.1869, grad_norm: 5.6383 2020-07-26 19:29:46,350 - mmaction - INFO - Epoch [20][1720/3757] lr: 1.000e-02, eta: 6 days, 21:53:22, time: 2.102, data_time: 0.011, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7266, loss_cls: 2.1892, loss: 2.1892, grad_norm: 5.5455 2020-07-26 19:30:25,818 - mmaction - INFO - Epoch [20][1740/3757] lr: 1.000e-02, eta: 6 days, 21:52:42, time: 1.968, data_time: 0.010, memory: 5170, top1_acc: 0.4477, top5_acc: 0.7148, loss_cls: 2.3460, loss: 2.3460, grad_norm: 5.8059 2020-07-26 19:31:05,931 - mmaction - INFO - Epoch [20][1760/3757] lr: 1.000e-02, eta: 6 days, 21:52:05, time: 2.010, data_time: 0.010, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7469, loss_cls: 2.1601, loss: 2.1601, grad_norm: 5.4528 2020-07-26 19:31:45,093 - mmaction - INFO - Epoch [20][1780/3757] lr: 1.000e-02, eta: 6 days, 21:51:24, time: 1.954, data_time: 0.008, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7641, loss_cls: 2.1006, loss: 2.1006, grad_norm: 5.5142 2020-07-26 19:32:20,471 - mmaction - INFO - Epoch [20][1800/3757] lr: 1.000e-02, eta: 6 days, 21:50:28, time: 1.774, data_time: 0.009, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7258, loss_cls: 2.2481, loss: 2.2481, grad_norm: 5.6182 2020-07-26 19:32:59,973 - mmaction - INFO - Epoch [20][1820/3757] lr: 1.000e-02, eta: 6 days, 21:49:48, time: 1.966, data_time: 0.011, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7188, loss_cls: 2.2311, loss: 2.2311, grad_norm: 5.6248 2020-07-26 19:33:35,675 - mmaction - INFO - Epoch [20][1840/3757] lr: 1.000e-02, eta: 6 days, 21:48:54, time: 1.796, data_time: 0.013, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7336, loss_cls: 2.2604, loss: 2.2604, grad_norm: 5.6282 2020-07-26 19:34:13,060 - mmaction - INFO - Epoch [20][1860/3757] lr: 1.000e-02, eta: 6 days, 21:48:06, time: 1.868, data_time: 0.007, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7477, loss_cls: 2.1499, loss: 2.1499, grad_norm: 5.4930 2020-07-26 19:34:53,973 - mmaction - INFO - Epoch [20][1880/3757] lr: 1.000e-02, eta: 6 days, 21:47:32, time: 2.046, data_time: 0.022, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7492, loss_cls: 2.1465, loss: 2.1465, grad_norm: 5.5676 2020-07-26 19:35:36,151 - mmaction - INFO - Epoch [20][1900/3757] lr: 1.000e-02, eta: 6 days, 21:47:03, time: 2.101, data_time: 0.009, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7188, loss_cls: 2.2889, loss: 2.2889, grad_norm: 5.8045 2020-07-26 19:36:15,509 - mmaction - INFO - Epoch [20][1920/3757] lr: 1.000e-02, eta: 6 days, 21:46:24, time: 1.973, data_time: 0.011, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7117, loss_cls: 2.2479, loss: 2.2479, grad_norm: 5.4385 2020-07-26 19:36:51,238 - mmaction - INFO - Epoch [20][1940/3757] lr: 1.000e-02, eta: 6 days, 21:45:29, time: 1.788, data_time: 0.011, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7445, loss_cls: 2.1513, loss: 2.1513, grad_norm: 5.5796 2020-07-26 19:37:31,263 - mmaction - INFO - Epoch [20][1960/3757] lr: 1.000e-02, eta: 6 days, 21:44:52, time: 2.001, data_time: 0.005, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7281, loss_cls: 2.2170, loss: 2.2170, grad_norm: 5.6058 2020-07-26 19:38:10,250 - mmaction - INFO - Epoch [20][1980/3757] lr: 1.000e-02, eta: 6 days, 21:44:10, time: 1.942, data_time: 0.011, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7367, loss_cls: 2.1735, loss: 2.1735, grad_norm: 5.4794 2020-07-26 19:38:47,100 - mmaction - INFO - Epoch [20][2000/3757] lr: 1.000e-02, eta: 6 days, 21:43:20, time: 1.844, data_time: 0.013, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7352, loss_cls: 2.2117, loss: 2.2117, grad_norm: 5.7636 2020-07-26 19:39:25,598 - mmaction - INFO - Epoch [20][2020/3757] lr: 1.000e-02, eta: 6 days, 21:42:37, time: 1.933, data_time: 0.012, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7336, loss_cls: 2.1432, loss: 2.1432, grad_norm: 5.5528 2020-07-26 19:40:03,950 - mmaction - INFO - Epoch [20][2040/3757] lr: 1.000e-02, eta: 6 days, 21:41:53, time: 1.916, data_time: 0.420, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7422, loss_cls: 2.1590, loss: 2.1590, grad_norm: 5.4770 2020-07-26 19:40:43,423 - mmaction - INFO - Epoch [20][2060/3757] lr: 1.000e-02, eta: 6 days, 21:41:13, time: 1.976, data_time: 1.018, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7492, loss_cls: 2.0942, loss: 2.0942, grad_norm: 5.4146 2020-07-26 19:41:25,231 - mmaction - INFO - Epoch [20][2080/3757] lr: 1.000e-02, eta: 6 days, 21:40:43, time: 2.086, data_time: 1.491, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7477, loss_cls: 2.1813, loss: 2.1813, grad_norm: 5.6821 2020-07-26 19:42:03,442 - mmaction - INFO - Epoch [20][2100/3757] lr: 1.000e-02, eta: 6 days, 21:39:59, time: 1.914, data_time: 1.238, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7430, loss_cls: 2.0823, loss: 2.0823, grad_norm: 5.4735 2020-07-26 19:42:42,409 - mmaction - INFO - Epoch [20][2120/3757] lr: 1.000e-02, eta: 6 days, 21:39:17, time: 1.941, data_time: 0.217, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7203, loss_cls: 2.2454, loss: 2.2454, grad_norm: 5.6084 2020-07-26 19:43:21,065 - mmaction - INFO - Epoch [20][2140/3757] lr: 1.000e-02, eta: 6 days, 21:38:35, time: 1.940, data_time: 0.296, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7523, loss_cls: 2.1073, loss: 2.1073, grad_norm: 5.4653 2020-07-26 19:43:57,918 - mmaction - INFO - Epoch [20][2160/3757] lr: 1.000e-02, eta: 6 days, 21:37:44, time: 1.843, data_time: 0.673, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7344, loss_cls: 2.1734, loss: 2.1734, grad_norm: 5.5708 2020-07-26 19:44:37,170 - mmaction - INFO - Epoch [20][2180/3757] lr: 1.000e-02, eta: 6 days, 21:37:04, time: 1.961, data_time: 0.527, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7195, loss_cls: 2.2306, loss: 2.2306, grad_norm: 5.5772 2020-07-26 19:45:18,381 - mmaction - INFO - Epoch [20][2200/3757] lr: 1.000e-02, eta: 6 days, 21:36:31, time: 2.059, data_time: 0.023, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7461, loss_cls: 2.1352, loss: 2.1352, grad_norm: 5.4978 2020-07-26 19:45:54,830 - mmaction - INFO - Epoch [20][2220/3757] lr: 1.000e-02, eta: 6 days, 21:35:40, time: 1.826, data_time: 0.008, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7445, loss_cls: 2.1534, loss: 2.1534, grad_norm: 5.5476 2020-07-26 19:46:35,767 - mmaction - INFO - Epoch [20][2240/3757] lr: 1.000e-02, eta: 6 days, 21:35:06, time: 2.046, data_time: 0.008, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7484, loss_cls: 2.1495, loss: 2.1495, grad_norm: 5.5155 2020-07-26 19:47:09,509 - mmaction - INFO - Epoch [20][2260/3757] lr: 1.000e-02, eta: 6 days, 21:34:04, time: 1.689, data_time: 0.004, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7352, loss_cls: 2.2012, loss: 2.2012, grad_norm: 5.4691 2020-07-26 19:47:50,356 - mmaction - INFO - Epoch [20][2280/3757] lr: 1.000e-02, eta: 6 days, 21:33:29, time: 2.035, data_time: 0.007, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7102, loss_cls: 2.2250, loss: 2.2250, grad_norm: 5.4518 2020-07-26 19:48:29,355 - mmaction - INFO - Epoch [20][2300/3757] lr: 1.000e-02, eta: 6 days, 21:32:48, time: 1.955, data_time: 0.890, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7586, loss_cls: 2.1614, loss: 2.1614, grad_norm: 5.5755 2020-07-26 19:49:07,428 - mmaction - INFO - Epoch [20][2320/3757] lr: 1.000e-02, eta: 6 days, 21:32:03, time: 1.905, data_time: 0.316, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7383, loss_cls: 2.1598, loss: 2.1598, grad_norm: 5.5106 2020-07-26 19:49:46,061 - mmaction - INFO - Epoch [20][2340/3757] lr: 1.000e-02, eta: 6 days, 21:31:20, time: 1.927, data_time: 0.008, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7578, loss_cls: 2.0424, loss: 2.0424, grad_norm: 5.3630 2020-07-26 19:50:26,622 - mmaction - INFO - Epoch [20][2360/3757] lr: 1.000e-02, eta: 6 days, 21:30:45, time: 2.034, data_time: 0.061, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7312, loss_cls: 2.1905, loss: 2.1905, grad_norm: 5.7039 2020-07-26 19:51:07,564 - mmaction - INFO - Epoch [20][2380/3757] lr: 1.000e-02, eta: 6 days, 21:30:12, time: 2.043, data_time: 0.002, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7430, loss_cls: 2.1654, loss: 2.1654, grad_norm: 5.7667 2020-07-26 19:51:43,229 - mmaction - INFO - Epoch [20][2400/3757] lr: 1.000e-02, eta: 6 days, 21:29:17, time: 1.785, data_time: 0.009, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 2.0839, loss: 2.0839, grad_norm: 5.5474 2020-07-26 19:52:23,064 - mmaction - INFO - Epoch [20][2420/3757] lr: 1.000e-02, eta: 6 days, 21:28:39, time: 1.991, data_time: 0.004, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7312, loss_cls: 2.2039, loss: 2.2039, grad_norm: 5.6420 2020-07-26 19:53:01,397 - mmaction - INFO - Epoch [20][2440/3757] lr: 1.000e-02, eta: 6 days, 21:27:54, time: 1.915, data_time: 0.191, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7195, loss_cls: 2.3544, loss: 2.3544, grad_norm: 5.8227 2020-07-26 19:53:42,604 - mmaction - INFO - Epoch [20][2460/3757] lr: 1.000e-02, eta: 6 days, 21:27:22, time: 2.065, data_time: 0.039, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7578, loss_cls: 2.1170, loss: 2.1170, grad_norm: 5.5041 2020-07-26 19:54:18,863 - mmaction - INFO - Epoch [20][2480/3757] lr: 1.000e-02, eta: 6 days, 21:26:30, time: 1.813, data_time: 0.236, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7336, loss_cls: 2.2213, loss: 2.2213, grad_norm: 5.5444 2020-07-26 19:55:03,580 - mmaction - INFO - Epoch [20][2500/3757] lr: 1.000e-02, eta: 6 days, 21:26:12, time: 2.235, data_time: 0.004, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7484, loss_cls: 2.1555, loss: 2.1555, grad_norm: 5.6057 2020-07-26 19:55:40,925 - mmaction - INFO - Epoch [20][2520/3757] lr: 1.000e-02, eta: 6 days, 21:25:24, time: 1.868, data_time: 0.003, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7562, loss_cls: 2.1127, loss: 2.1127, grad_norm: 5.5057 2020-07-26 19:56:22,400 - mmaction - INFO - Epoch [20][2540/3757] lr: 1.000e-02, eta: 6 days, 21:24:53, time: 2.074, data_time: 0.008, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7312, loss_cls: 2.1933, loss: 2.1933, grad_norm: 5.5338 2020-07-26 19:57:01,489 - mmaction - INFO - Epoch [20][2560/3757] lr: 1.000e-02, eta: 6 days, 21:24:11, time: 1.954, data_time: 0.002, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7406, loss_cls: 2.1775, loss: 2.1775, grad_norm: 5.5208 2020-07-26 19:57:40,013 - mmaction - INFO - Epoch [20][2580/3757] lr: 1.000e-02, eta: 6 days, 21:23:28, time: 1.919, data_time: 0.008, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7445, loss_cls: 2.1484, loss: 2.1484, grad_norm: 5.5326 2020-07-26 19:58:16,664 - mmaction - INFO - Epoch [20][2600/3757] lr: 1.000e-02, eta: 6 days, 21:22:37, time: 1.840, data_time: 0.010, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7414, loss_cls: 2.1962, loss: 2.1962, grad_norm: 5.5519 2020-07-26 19:58:58,081 - mmaction - INFO - Epoch [20][2620/3757] lr: 1.000e-02, eta: 6 days, 21:22:05, time: 2.062, data_time: 0.007, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7344, loss_cls: 2.2382, loss: 2.2382, grad_norm: 5.5540 2020-07-26 19:59:35,005 - mmaction - INFO - Epoch [20][2640/3757] lr: 1.000e-02, eta: 6 days, 21:21:16, time: 1.855, data_time: 0.012, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7609, loss_cls: 2.1059, loss: 2.1059, grad_norm: 5.4466 2020-07-26 20:00:15,031 - mmaction - INFO - Epoch [20][2660/3757] lr: 1.000e-02, eta: 6 days, 21:20:38, time: 1.990, data_time: 0.006, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7242, loss_cls: 2.2505, loss: 2.2505, grad_norm: 5.5587 2020-07-26 20:00:56,883 - mmaction - INFO - Epoch [20][2680/3757] lr: 1.000e-02, eta: 6 days, 21:20:09, time: 2.103, data_time: 0.075, memory: 5170, top1_acc: 0.4625, top5_acc: 0.7367, loss_cls: 2.2058, loss: 2.2058, grad_norm: 5.6767 2020-07-26 20:01:36,320 - mmaction - INFO - Epoch [20][2700/3757] lr: 1.000e-02, eta: 6 days, 21:19:29, time: 1.968, data_time: 0.008, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7398, loss_cls: 2.1704, loss: 2.1704, grad_norm: 5.5073 2020-07-26 20:02:14,955 - mmaction - INFO - Epoch [20][2720/3757] lr: 1.000e-02, eta: 6 days, 21:18:47, time: 1.936, data_time: 0.009, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7477, loss_cls: 2.0978, loss: 2.0978, grad_norm: 5.4192 2020-07-26 20:02:55,075 - mmaction - INFO - Epoch [20][2740/3757] lr: 1.000e-02, eta: 6 days, 21:18:10, time: 2.005, data_time: 0.228, memory: 5170, top1_acc: 0.4508, top5_acc: 0.7227, loss_cls: 2.3052, loss: 2.3052, grad_norm: 5.7200 2020-07-26 20:03:34,297 - mmaction - INFO - Epoch [20][2760/3757] lr: 1.000e-02, eta: 6 days, 21:17:29, time: 1.954, data_time: 0.367, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7305, loss_cls: 2.2181, loss: 2.2181, grad_norm: 5.4627 2020-07-26 20:04:10,639 - mmaction - INFO - Epoch [20][2780/3757] lr: 1.000e-02, eta: 6 days, 21:16:37, time: 1.826, data_time: 0.045, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7320, loss_cls: 2.2343, loss: 2.2343, grad_norm: 5.5499 2020-07-26 20:04:51,993 - mmaction - INFO - Epoch [20][2800/3757] lr: 1.000e-02, eta: 6 days, 21:16:05, time: 2.062, data_time: 0.002, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7352, loss_cls: 2.1637, loss: 2.1637, grad_norm: 5.4677 2020-07-26 20:05:28,782 - mmaction - INFO - Epoch [20][2820/3757] lr: 1.000e-02, eta: 6 days, 21:15:15, time: 1.844, data_time: 0.009, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7336, loss_cls: 2.1659, loss: 2.1659, grad_norm: 5.3866 2020-07-26 20:06:06,941 - mmaction - INFO - Epoch [20][2840/3757] lr: 1.000e-02, eta: 6 days, 21:14:30, time: 1.909, data_time: 0.011, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7375, loss_cls: 2.1480, loss: 2.1480, grad_norm: 5.5702 2020-07-26 20:06:48,899 - mmaction - INFO - Epoch [20][2860/3757] lr: 1.000e-02, eta: 6 days, 21:14:00, time: 2.090, data_time: 0.007, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7383, loss_cls: 2.1434, loss: 2.1434, grad_norm: 5.5969 2020-07-26 20:07:26,736 - mmaction - INFO - Epoch [20][2880/3757] lr: 1.000e-02, eta: 6 days, 21:13:15, time: 1.898, data_time: 0.010, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7523, loss_cls: 2.0991, loss: 2.0991, grad_norm: 5.4114 2020-07-26 20:08:05,023 - mmaction - INFO - Epoch [20][2900/3757] lr: 1.000e-02, eta: 6 days, 21:12:30, time: 1.914, data_time: 0.009, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7516, loss_cls: 2.1413, loss: 2.1413, grad_norm: 5.5512 2020-07-26 20:08:46,512 - mmaction - INFO - Epoch [20][2920/3757] lr: 1.000e-02, eta: 6 days, 21:11:59, time: 2.068, data_time: 0.021, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7367, loss_cls: 2.2042, loss: 2.2042, grad_norm: 5.5471 2020-07-26 20:09:24,641 - mmaction - INFO - Epoch [20][2940/3757] lr: 1.000e-02, eta: 6 days, 21:11:14, time: 1.914, data_time: 0.010, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7445, loss_cls: 2.1247, loss: 2.1247, grad_norm: 5.4928 2020-07-26 20:10:01,958 - mmaction - INFO - Epoch [20][2960/3757] lr: 1.000e-02, eta: 6 days, 21:10:26, time: 1.861, data_time: 0.008, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7500, loss_cls: 2.1441, loss: 2.1441, grad_norm: 5.5707 2020-07-26 20:10:41,236 - mmaction - INFO - Epoch [20][2980/3757] lr: 1.000e-02, eta: 6 days, 21:09:46, time: 1.968, data_time: 0.009, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7352, loss_cls: 2.1576, loss: 2.1576, grad_norm: 5.5189 2020-07-26 20:11:17,324 - mmaction - INFO - Epoch [20][3000/3757] lr: 1.000e-02, eta: 6 days, 21:08:53, time: 1.805, data_time: 0.009, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7352, loss_cls: 2.2606, loss: 2.2606, grad_norm: 5.5855 2020-07-26 20:11:56,518 - mmaction - INFO - Epoch [20][3020/3757] lr: 1.000e-02, eta: 6 days, 21:08:12, time: 1.959, data_time: 0.210, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7156, loss_cls: 2.3264, loss: 2.3264, grad_norm: 5.6548 2020-07-26 20:12:36,856 - mmaction - INFO - Epoch [20][3040/3757] lr: 1.000e-02, eta: 6 days, 21:07:36, time: 2.009, data_time: 0.017, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7320, loss_cls: 2.2163, loss: 2.2163, grad_norm: 5.5233 2020-07-26 20:13:17,605 - mmaction - INFO - Epoch [20][3060/3757] lr: 1.000e-02, eta: 6 days, 21:07:02, time: 2.046, data_time: 0.041, memory: 5170, top1_acc: 0.4469, top5_acc: 0.6953, loss_cls: 2.3859, loss: 2.3859, grad_norm: 5.7935 2020-07-26 20:13:57,873 - mmaction - INFO - Epoch [20][3080/3757] lr: 1.000e-02, eta: 6 days, 21:06:25, time: 2.008, data_time: 0.007, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7398, loss_cls: 2.1913, loss: 2.1913, grad_norm: 5.5659 2020-07-26 20:14:38,846 - mmaction - INFO - Epoch [20][3100/3757] lr: 1.000e-02, eta: 6 days, 21:05:53, time: 2.054, data_time: 0.009, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7406, loss_cls: 2.2073, loss: 2.2073, grad_norm: 5.4540 2020-07-26 20:15:17,948 - mmaction - INFO - Epoch [20][3120/3757] lr: 1.000e-02, eta: 6 days, 21:05:11, time: 1.953, data_time: 0.008, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7367, loss_cls: 2.2411, loss: 2.2411, grad_norm: 5.5187 2020-07-26 20:15:58,547 - mmaction - INFO - Epoch [20][3140/3757] lr: 1.000e-02, eta: 6 days, 21:04:37, time: 2.030, data_time: 0.006, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7469, loss_cls: 2.1023, loss: 2.1023, grad_norm: 5.2877 2020-07-26 20:16:36,258 - mmaction - INFO - Epoch [20][3160/3757] lr: 1.000e-02, eta: 6 days, 21:03:50, time: 1.881, data_time: 0.009, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7516, loss_cls: 2.1598, loss: 2.1598, grad_norm: 5.4505 2020-07-26 20:17:13,703 - mmaction - INFO - Epoch [20][3180/3757] lr: 1.000e-02, eta: 6 days, 21:03:03, time: 1.879, data_time: 0.010, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7281, loss_cls: 2.2531, loss: 2.2531, grad_norm: 5.5952 2020-07-26 20:17:54,781 - mmaction - INFO - Epoch [20][3200/3757] lr: 1.000e-02, eta: 6 days, 21:02:29, time: 2.049, data_time: 0.008, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7250, loss_cls: 2.1792, loss: 2.1792, grad_norm: 5.5354 2020-07-26 20:18:33,646 - mmaction - INFO - Epoch [20][3220/3757] lr: 1.000e-02, eta: 6 days, 21:01:48, time: 1.949, data_time: 0.008, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7391, loss_cls: 2.1946, loss: 2.1946, grad_norm: 5.6258 2020-07-26 20:19:10,413 - mmaction - INFO - Epoch [20][3240/3757] lr: 1.000e-02, eta: 6 days, 21:00:57, time: 1.837, data_time: 0.094, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7539, loss_cls: 2.0656, loss: 2.0656, grad_norm: 5.5156 2020-07-26 20:19:51,148 - mmaction - INFO - Epoch [20][3260/3757] lr: 1.000e-02, eta: 6 days, 21:00:23, time: 2.038, data_time: 1.049, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7523, loss_cls: 2.1735, loss: 2.1735, grad_norm: 5.5041 2020-07-26 20:20:32,269 - mmaction - INFO - Epoch [20][3280/3757] lr: 1.000e-02, eta: 6 days, 20:59:50, time: 2.050, data_time: 0.158, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7367, loss_cls: 2.1799, loss: 2.1799, grad_norm: 5.4968 2020-07-26 20:21:09,896 - mmaction - INFO - Epoch [20][3300/3757] lr: 1.000e-02, eta: 6 days, 20:59:03, time: 1.887, data_time: 0.309, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7375, loss_cls: 2.2249, loss: 2.2249, grad_norm: 5.7032 2020-07-26 20:21:49,271 - mmaction - INFO - Epoch [20][3320/3757] lr: 1.000e-02, eta: 6 days, 20:58:24, time: 1.969, data_time: 0.083, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.2602, loss: 2.2602, grad_norm: 5.5179 2020-07-26 20:22:28,988 - mmaction - INFO - Epoch [20][3340/3757] lr: 1.000e-02, eta: 6 days, 20:57:45, time: 1.984, data_time: 0.054, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7445, loss_cls: 2.1680, loss: 2.1680, grad_norm: 5.3743 2020-07-26 20:23:06,216 - mmaction - INFO - Epoch [20][3360/3757] lr: 1.000e-02, eta: 6 days, 20:56:57, time: 1.864, data_time: 0.008, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7352, loss_cls: 2.2304, loss: 2.2304, grad_norm: 5.5406 2020-07-26 20:23:45,167 - mmaction - INFO - Epoch [20][3380/3757] lr: 1.000e-02, eta: 6 days, 20:56:15, time: 1.939, data_time: 0.008, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7383, loss_cls: 2.0973, loss: 2.0973, grad_norm: 5.3151 2020-07-26 20:24:27,476 - mmaction - INFO - Epoch [20][3400/3757] lr: 1.000e-02, eta: 6 days, 20:55:47, time: 2.123, data_time: 0.269, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7422, loss_cls: 2.2163, loss: 2.2163, grad_norm: 5.6871 2020-07-26 20:25:06,204 - mmaction - INFO - Epoch [20][3420/3757] lr: 1.000e-02, eta: 6 days, 20:55:05, time: 1.938, data_time: 0.003, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7297, loss_cls: 2.2280, loss: 2.2280, grad_norm: 5.6186 2020-07-26 20:25:45,914 - mmaction - INFO - Epoch [20][3440/3757] lr: 1.000e-02, eta: 6 days, 20:54:26, time: 1.983, data_time: 0.002, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7430, loss_cls: 2.1951, loss: 2.1951, grad_norm: 5.6638 2020-07-26 20:26:20,845 - mmaction - INFO - Epoch [20][3460/3757] lr: 1.000e-02, eta: 6 days, 20:53:28, time: 1.743, data_time: 0.010, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7406, loss_cls: 2.0656, loss: 2.0656, grad_norm: 5.3586 2020-07-26 20:27:01,427 - mmaction - INFO - Epoch [20][3480/3757] lr: 1.000e-02, eta: 6 days, 20:52:54, time: 2.033, data_time: 0.011, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7531, loss_cls: 2.1309, loss: 2.1309, grad_norm: 5.6188 2020-07-26 20:27:41,942 - mmaction - INFO - Epoch [20][3500/3757] lr: 1.000e-02, eta: 6 days, 20:52:18, time: 2.024, data_time: 0.008, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7477, loss_cls: 2.1574, loss: 2.1574, grad_norm: 5.4867 2020-07-26 20:28:20,241 - mmaction - INFO - Epoch [20][3520/3757] lr: 1.000e-02, eta: 6 days, 20:51:34, time: 1.918, data_time: 0.008, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7445, loss_cls: 2.1432, loss: 2.1432, grad_norm: 5.5650 2020-07-26 20:28:59,559 - mmaction - INFO - Epoch [20][3540/3757] lr: 1.000e-02, eta: 6 days, 20:50:54, time: 1.964, data_time: 0.007, memory: 5170, top1_acc: 0.4602, top5_acc: 0.7211, loss_cls: 2.2944, loss: 2.2944, grad_norm: 5.6892 2020-07-26 20:29:37,026 - mmaction - INFO - Epoch [20][3560/3757] lr: 1.000e-02, eta: 6 days, 20:50:07, time: 1.876, data_time: 0.010, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7398, loss_cls: 2.1831, loss: 2.1831, grad_norm: 5.6243 2020-07-26 20:30:14,443 - mmaction - INFO - Epoch [20][3580/3757] lr: 1.000e-02, eta: 6 days, 20:49:19, time: 1.866, data_time: 0.053, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7406, loss_cls: 2.2557, loss: 2.2557, grad_norm: 5.6491 2020-07-26 20:30:54,695 - mmaction - INFO - Epoch [20][3600/3757] lr: 1.000e-02, eta: 6 days, 20:48:43, time: 2.018, data_time: 1.292, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7352, loss_cls: 2.2390, loss: 2.2390, grad_norm: 5.5478 2020-07-26 20:31:36,272 - mmaction - INFO - Epoch [20][3620/3757] lr: 1.000e-02, eta: 6 days, 20:48:12, time: 2.078, data_time: 1.355, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7328, loss_cls: 2.2838, loss: 2.2838, grad_norm: 5.6391 2020-07-26 20:32:13,352 - mmaction - INFO - Epoch [20][3640/3757] lr: 1.000e-02, eta: 6 days, 20:47:23, time: 1.855, data_time: 1.266, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7320, loss_cls: 2.2228, loss: 2.2228, grad_norm: 5.5748 2020-07-26 20:32:50,376 - mmaction - INFO - Epoch [20][3660/3757] lr: 1.000e-02, eta: 6 days, 20:46:33, time: 1.846, data_time: 1.058, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7414, loss_cls: 2.1977, loss: 2.1977, grad_norm: 5.5773 2020-07-26 20:33:30,110 - mmaction - INFO - Epoch [20][3680/3757] lr: 1.000e-02, eta: 6 days, 20:45:55, time: 1.993, data_time: 1.042, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7438, loss_cls: 2.2414, loss: 2.2414, grad_norm: 5.5531 2020-07-26 20:34:11,272 - mmaction - INFO - Epoch [20][3700/3757] lr: 1.000e-02, eta: 6 days, 20:45:23, time: 2.056, data_time: 0.175, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7438, loss_cls: 2.1939, loss: 2.1939, grad_norm: 5.4724 2020-07-26 20:34:45,763 - mmaction - INFO - Epoch [20][3720/3757] lr: 1.000e-02, eta: 6 days, 20:44:23, time: 1.727, data_time: 0.004, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7234, loss_cls: 2.2537, loss: 2.2537, grad_norm: 5.5924 2020-07-26 20:35:26,976 - mmaction - INFO - Epoch [20][3740/3757] lr: 1.000e-02, eta: 6 days, 20:43:51, time: 2.057, data_time: 0.508, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7516, loss_cls: 2.1832, loss: 2.1832, grad_norm: 5.5476 2020-07-26 20:35:53,080 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-07-26 20:36:51,370 - mmaction - INFO - Epoch [21][20/3757] lr: 1.000e-02, eta: 6 days, 20:41:29, time: 2.797, data_time: 2.225, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7539, loss_cls: 2.1340, loss: 2.1340, grad_norm: 5.5344 2020-07-26 20:37:28,620 - mmaction - INFO - Epoch [21][40/3757] lr: 1.000e-02, eta: 6 days, 20:40:41, time: 1.857, data_time: 1.277, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7531, loss_cls: 2.1382, loss: 2.1382, grad_norm: 5.5390 2020-07-26 20:38:07,680 - mmaction - INFO - Epoch [21][60/3757] lr: 1.000e-02, eta: 6 days, 20:40:00, time: 1.959, data_time: 1.110, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7219, loss_cls: 2.2163, loss: 2.2163, grad_norm: 5.5134 2020-07-26 20:38:48,069 - mmaction - INFO - Epoch [21][80/3757] lr: 1.000e-02, eta: 6 days, 20:39:24, time: 2.009, data_time: 0.553, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7438, loss_cls: 2.1685, loss: 2.1685, grad_norm: 5.4202 2020-07-26 20:39:30,049 - mmaction - INFO - Epoch [21][100/3757] lr: 1.000e-02, eta: 6 days, 20:38:55, time: 2.109, data_time: 0.021, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7305, loss_cls: 2.2330, loss: 2.2330, grad_norm: 5.4235 2020-07-26 20:40:09,522 - mmaction - INFO - Epoch [21][120/3757] lr: 1.000e-02, eta: 6 days, 20:38:16, time: 1.975, data_time: 0.023, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7438, loss_cls: 2.1751, loss: 2.1751, grad_norm: 5.4993 2020-07-26 20:40:46,109 - mmaction - INFO - Epoch [21][140/3757] lr: 1.000e-02, eta: 6 days, 20:37:24, time: 1.821, data_time: 0.331, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7305, loss_cls: 2.1681, loss: 2.1681, grad_norm: 5.5253 2020-07-26 20:41:27,237 - mmaction - INFO - Epoch [21][160/3757] lr: 1.000e-02, eta: 6 days, 20:36:51, time: 2.058, data_time: 1.422, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7266, loss_cls: 2.1860, loss: 2.1860, grad_norm: 5.5533 2020-07-26 20:42:08,576 - mmaction - INFO - Epoch [21][180/3757] lr: 1.000e-02, eta: 6 days, 20:36:20, time: 2.074, data_time: 1.496, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7445, loss_cls: 2.0986, loss: 2.0986, grad_norm: 5.4881 2020-07-26 20:42:42,205 - mmaction - INFO - Epoch [21][200/3757] lr: 1.000e-02, eta: 6 days, 20:35:17, time: 1.680, data_time: 0.921, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7430, loss_cls: 2.1612, loss: 2.1612, grad_norm: 5.5046 2020-07-26 20:43:24,129 - mmaction - INFO - Epoch [21][220/3757] lr: 1.000e-02, eta: 6 days, 20:34:48, time: 2.094, data_time: 0.261, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7570, loss_cls: 2.1231, loss: 2.1231, grad_norm: 5.5599 2020-07-26 20:44:05,198 - mmaction - INFO - Epoch [21][240/3757] lr: 1.000e-02, eta: 6 days, 20:34:15, time: 2.056, data_time: 0.073, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7375, loss_cls: 2.2082, loss: 2.2082, grad_norm: 5.4736 2020-07-26 20:44:43,872 - mmaction - INFO - Epoch [21][260/3757] lr: 1.000e-02, eta: 6 days, 20:33:32, time: 1.928, data_time: 0.017, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7359, loss_cls: 2.1306, loss: 2.1306, grad_norm: 5.3929 2020-07-26 20:45:24,852 - mmaction - INFO - Epoch [21][280/3757] lr: 1.000e-02, eta: 6 days, 20:32:58, time: 2.046, data_time: 0.010, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7281, loss_cls: 2.1789, loss: 2.1789, grad_norm: 5.4553 2020-07-26 20:46:03,946 - mmaction - INFO - Epoch [21][300/3757] lr: 1.000e-02, eta: 6 days, 20:32:18, time: 1.963, data_time: 0.015, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7492, loss_cls: 2.1096, loss: 2.1096, grad_norm: 5.5318 2020-07-26 20:46:43,760 - mmaction - INFO - Epoch [21][320/3757] lr: 1.000e-02, eta: 6 days, 20:31:40, time: 1.989, data_time: 0.007, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7727, loss_cls: 2.0006, loss: 2.0006, grad_norm: 5.4709 2020-07-26 20:47:19,252 - mmaction - INFO - Epoch [21][340/3757] lr: 1.000e-02, eta: 6 days, 20:30:45, time: 1.777, data_time: 0.005, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7328, loss_cls: 2.1536, loss: 2.1536, grad_norm: 5.5670 2020-07-26 20:47:57,250 - mmaction - INFO - Epoch [21][360/3757] lr: 1.000e-02, eta: 6 days, 20:29:59, time: 1.893, data_time: 0.007, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7500, loss_cls: 2.1090, loss: 2.1090, grad_norm: 5.4487 2020-07-26 20:48:41,129 - mmaction - INFO - Epoch [21][380/3757] lr: 1.000e-02, eta: 6 days, 20:29:37, time: 2.193, data_time: 0.009, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7531, loss_cls: 2.0996, loss: 2.0996, grad_norm: 5.4901 2020-07-26 20:49:21,379 - mmaction - INFO - Epoch [21][400/3757] lr: 1.000e-02, eta: 6 days, 20:29:01, time: 2.019, data_time: 0.012, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7406, loss_cls: 2.1961, loss: 2.1961, grad_norm: 5.6164 2020-07-26 20:49:56,039 - mmaction - INFO - Epoch [21][420/3757] lr: 1.000e-02, eta: 6 days, 20:28:03, time: 1.734, data_time: 0.008, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7328, loss_cls: 2.1671, loss: 2.1671, grad_norm: 5.4201 2020-07-26 20:50:35,138 - mmaction - INFO - Epoch [21][440/3757] lr: 1.000e-02, eta: 6 days, 20:27:22, time: 1.953, data_time: 0.003, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7367, loss_cls: 2.1751, loss: 2.1751, grad_norm: 5.5331 2020-07-26 20:51:13,595 - mmaction - INFO - Epoch [21][460/3757] lr: 1.000e-02, eta: 6 days, 20:26:38, time: 1.924, data_time: 0.036, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7250, loss_cls: 2.2183, loss: 2.2183, grad_norm: 5.5606 2020-07-26 20:51:53,800 - mmaction - INFO - Epoch [21][480/3757] lr: 1.000e-02, eta: 6 days, 20:26:02, time: 2.010, data_time: 0.008, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7320, loss_cls: 2.2311, loss: 2.2311, grad_norm: 5.4894 2020-07-26 20:52:31,331 - mmaction - INFO - Epoch [21][500/3757] lr: 1.000e-02, eta: 6 days, 20:25:15, time: 1.874, data_time: 0.009, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7297, loss_cls: 2.2374, loss: 2.2374, grad_norm: 5.5790 2020-07-26 20:53:11,481 - mmaction - INFO - Epoch [21][520/3757] lr: 1.000e-02, eta: 6 days, 20:24:38, time: 2.011, data_time: 0.006, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7516, loss_cls: 2.1521, loss: 2.1521, grad_norm: 5.6217 2020-07-26 20:53:51,079 - mmaction - INFO - Epoch [21][540/3757] lr: 1.000e-02, eta: 6 days, 20:23:59, time: 1.979, data_time: 0.006, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7492, loss_cls: 2.1415, loss: 2.1415, grad_norm: 5.5277 2020-07-26 20:54:28,060 - mmaction - INFO - Epoch [21][560/3757] lr: 1.000e-02, eta: 6 days, 20:23:10, time: 1.850, data_time: 0.003, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7523, loss_cls: 2.1458, loss: 2.1458, grad_norm: 5.6319 2020-07-26 20:55:09,984 - mmaction - INFO - Epoch [21][580/3757] lr: 1.000e-02, eta: 6 days, 20:22:40, time: 2.096, data_time: 0.003, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7594, loss_cls: 2.0758, loss: 2.0758, grad_norm: 5.5143 2020-07-26 20:55:46,633 - mmaction - INFO - Epoch [21][600/3757] lr: 1.000e-02, eta: 6 days, 20:21:50, time: 1.833, data_time: 0.002, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7414, loss_cls: 2.0769, loss: 2.0769, grad_norm: 5.2424 2020-07-26 20:56:26,814 - mmaction - INFO - Epoch [21][620/3757] lr: 1.000e-02, eta: 6 days, 20:21:13, time: 2.008, data_time: 0.026, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7445, loss_cls: 2.1011, loss: 2.1011, grad_norm: 5.4416 2020-07-26 20:57:07,053 - mmaction - INFO - Epoch [21][640/3757] lr: 1.000e-02, eta: 6 days, 20:20:37, time: 2.013, data_time: 0.004, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7398, loss_cls: 2.1744, loss: 2.1744, grad_norm: 5.4471 2020-07-26 20:57:46,999 - mmaction - INFO - Epoch [21][660/3757] lr: 1.000e-02, eta: 6 days, 20:19:59, time: 1.997, data_time: 0.391, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7305, loss_cls: 2.2447, loss: 2.2447, grad_norm: 5.5444 2020-07-26 20:58:24,929 - mmaction - INFO - Epoch [21][680/3757] lr: 1.000e-02, eta: 6 days, 20:19:14, time: 1.894, data_time: 0.096, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7359, loss_cls: 2.1683, loss: 2.1683, grad_norm: 5.4132 2020-07-26 20:59:04,505 - mmaction - INFO - Epoch [21][700/3757] lr: 1.000e-02, eta: 6 days, 20:18:35, time: 1.981, data_time: 0.010, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7492, loss_cls: 2.1105, loss: 2.1105, grad_norm: 5.5448 2020-07-26 20:59:39,446 - mmaction - INFO - Epoch [21][720/3757] lr: 1.000e-02, eta: 6 days, 20:17:37, time: 1.739, data_time: 0.009, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7352, loss_cls: 2.2657, loss: 2.2657, grad_norm: 5.7094 2020-07-26 21:00:21,656 - mmaction - INFO - Epoch [21][740/3757] lr: 1.000e-02, eta: 6 days, 20:17:08, time: 2.104, data_time: 0.099, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7305, loss_cls: 2.2139, loss: 2.2139, grad_norm: 5.6512 2020-07-26 21:01:02,887 - mmaction - INFO - Epoch [21][760/3757] lr: 1.000e-02, eta: 6 days, 20:16:37, time: 2.076, data_time: 0.374, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7469, loss_cls: 2.1223, loss: 2.1223, grad_norm: 5.4274 2020-07-26 21:01:42,348 - mmaction - INFO - Epoch [21][780/3757] lr: 1.000e-02, eta: 6 days, 20:15:57, time: 1.973, data_time: 0.008, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7391, loss_cls: 2.1889, loss: 2.1889, grad_norm: 5.4905 2020-07-26 21:02:21,866 - mmaction - INFO - Epoch [21][800/3757] lr: 1.000e-02, eta: 6 days, 20:15:18, time: 1.972, data_time: 0.490, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7383, loss_cls: 2.2099, loss: 2.2099, grad_norm: 5.5335 2020-07-26 21:02:58,307 - mmaction - INFO - Epoch [21][820/3757] lr: 1.000e-02, eta: 6 days, 20:14:26, time: 1.816, data_time: 0.041, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7312, loss_cls: 2.2392, loss: 2.2392, grad_norm: 5.6519 2020-07-26 21:03:37,309 - mmaction - INFO - Epoch [21][840/3757] lr: 1.000e-02, eta: 6 days, 20:13:46, time: 1.960, data_time: 0.210, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7438, loss_cls: 2.1277, loss: 2.1277, grad_norm: 5.5798 2020-07-26 21:04:19,567 - mmaction - INFO - Epoch [21][860/3757] lr: 1.000e-02, eta: 6 days, 20:13:17, time: 2.109, data_time: 0.118, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7383, loss_cls: 2.1707, loss: 2.1707, grad_norm: 5.4950 2020-07-26 21:04:56,182 - mmaction - INFO - Epoch [21][880/3757] lr: 1.000e-02, eta: 6 days, 20:12:26, time: 1.832, data_time: 0.415, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7391, loss_cls: 2.1541, loss: 2.1541, grad_norm: 5.4212 2020-07-26 21:05:32,765 - mmaction - INFO - Epoch [21][900/3757] lr: 1.000e-02, eta: 6 days, 20:11:36, time: 1.832, data_time: 0.575, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7344, loss_cls: 2.1424, loss: 2.1424, grad_norm: 5.5168 2020-07-26 21:06:12,955 - mmaction - INFO - Epoch [21][920/3757] lr: 1.000e-02, eta: 6 days, 20:10:59, time: 2.007, data_time: 0.743, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7359, loss_cls: 2.1642, loss: 2.1642, grad_norm: 5.4804 2020-07-26 21:06:49,373 - mmaction - INFO - Epoch [21][940/3757] lr: 1.000e-02, eta: 6 days, 20:10:08, time: 1.823, data_time: 1.019, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7375, loss_cls: 2.1632, loss: 2.1632, grad_norm: 5.6048 2020-07-26 21:07:33,570 - mmaction - INFO - Epoch [21][960/3757] lr: 1.000e-02, eta: 6 days, 20:09:46, time: 2.201, data_time: 0.381, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7516, loss_cls: 2.1494, loss: 2.1494, grad_norm: 5.4961 2020-07-26 21:08:13,040 - mmaction - INFO - Epoch [21][980/3757] lr: 1.000e-02, eta: 6 days, 20:09:08, time: 1.982, data_time: 0.011, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7273, loss_cls: 2.2316, loss: 2.2316, grad_norm: 5.5485 2020-07-26 21:08:48,787 - mmaction - INFO - Epoch [21][1000/3757] lr: 1.000e-02, eta: 6 days, 20:08:13, time: 1.781, data_time: 0.242, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7445, loss_cls: 2.1020, loss: 2.1020, grad_norm: 5.4892 2020-07-26 21:09:26,901 - mmaction - INFO - Epoch [21][1020/3757] lr: 1.000e-02, eta: 6 days, 20:07:29, time: 1.913, data_time: 0.050, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7508, loss_cls: 2.1962, loss: 2.1962, grad_norm: 5.5666 2020-07-26 21:10:09,876 - mmaction - INFO - Epoch [21][1040/3757] lr: 1.000e-02, eta: 6 days, 20:07:03, time: 2.146, data_time: 0.007, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7414, loss_cls: 2.1976, loss: 2.1976, grad_norm: 5.5531 2020-07-26 21:10:48,031 - mmaction - INFO - Epoch [21][1060/3757] lr: 1.000e-02, eta: 6 days, 20:06:19, time: 1.908, data_time: 0.008, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7484, loss_cls: 2.1330, loss: 2.1330, grad_norm: 5.3771 2020-07-26 21:11:30,447 - mmaction - INFO - Epoch [21][1080/3757] lr: 1.000e-02, eta: 6 days, 20:05:51, time: 2.121, data_time: 0.012, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7453, loss_cls: 2.1070, loss: 2.1070, grad_norm: 5.3735 2020-07-26 21:12:08,042 - mmaction - INFO - Epoch [21][1100/3757] lr: 1.000e-02, eta: 6 days, 20:05:04, time: 1.879, data_time: 0.005, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7641, loss_cls: 2.0233, loss: 2.0233, grad_norm: 5.3683 2020-07-26 21:12:46,279 - mmaction - INFO - Epoch [21][1120/3757] lr: 1.000e-02, eta: 6 days, 20:04:19, time: 1.907, data_time: 0.060, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7453, loss_cls: 2.1742, loss: 2.1742, grad_norm: 5.6185 2020-07-26 21:13:26,405 - mmaction - INFO - Epoch [21][1140/3757] lr: 1.000e-02, eta: 6 days, 20:03:43, time: 2.014, data_time: 0.250, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7547, loss_cls: 2.0740, loss: 2.0740, grad_norm: 5.5461 2020-07-26 21:14:03,068 - mmaction - INFO - Epoch [21][1160/3757] lr: 1.000e-02, eta: 6 days, 20:02:52, time: 1.827, data_time: 0.262, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7312, loss_cls: 2.1564, loss: 2.1564, grad_norm: 5.5929 2020-07-26 21:14:41,122 - mmaction - INFO - Epoch [21][1180/3757] lr: 1.000e-02, eta: 6 days, 20:02:08, time: 1.909, data_time: 0.131, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7445, loss_cls: 2.1642, loss: 2.1642, grad_norm: 5.5260 2020-07-26 21:15:21,061 - mmaction - INFO - Epoch [21][1200/3757] lr: 1.000e-02, eta: 6 days, 20:01:30, time: 1.990, data_time: 0.009, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7422, loss_cls: 2.2069, loss: 2.2069, grad_norm: 5.6907 2020-07-26 21:15:58,661 - mmaction - INFO - Epoch [21][1220/3757] lr: 1.000e-02, eta: 6 days, 20:00:43, time: 1.883, data_time: 0.398, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7359, loss_cls: 2.1912, loss: 2.1912, grad_norm: 5.7405 2020-07-26 21:16:36,506 - mmaction - INFO - Epoch [21][1240/3757] lr: 1.000e-02, eta: 6 days, 19:59:58, time: 1.895, data_time: 0.916, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7422, loss_cls: 2.2232, loss: 2.2232, grad_norm: 5.7929 2020-07-26 21:17:18,340 - mmaction - INFO - Epoch [21][1260/3757] lr: 1.000e-02, eta: 6 days, 19:59:28, time: 2.090, data_time: 0.353, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7117, loss_cls: 2.3228, loss: 2.3228, grad_norm: 5.7826 2020-07-26 21:17:57,187 - mmaction - INFO - Epoch [21][1280/3757] lr: 1.000e-02, eta: 6 days, 19:58:46, time: 1.945, data_time: 0.472, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7367, loss_cls: 2.1557, loss: 2.1557, grad_norm: 5.6003 2020-07-26 21:18:32,676 - mmaction - INFO - Epoch [21][1300/3757] lr: 1.000e-02, eta: 6 days, 19:57:50, time: 1.767, data_time: 0.094, memory: 5170, top1_acc: 0.4742, top5_acc: 0.7461, loss_cls: 2.1897, loss: 2.1897, grad_norm: 5.6936 2020-07-26 21:19:13,833 - mmaction - INFO - Epoch [21][1320/3757] lr: 1.000e-02, eta: 6 days, 19:57:18, time: 2.066, data_time: 0.159, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7211, loss_cls: 2.2992, loss: 2.2992, grad_norm: 5.6245 2020-07-26 21:19:52,964 - mmaction - INFO - Epoch [21][1340/3757] lr: 1.000e-02, eta: 6 days, 19:56:38, time: 1.956, data_time: 0.008, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7312, loss_cls: 2.2278, loss: 2.2278, grad_norm: 5.5389 2020-07-26 21:20:33,707 - mmaction - INFO - Epoch [21][1360/3757] lr: 1.000e-02, eta: 6 days, 19:56:03, time: 2.030, data_time: 0.004, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7570, loss_cls: 2.1107, loss: 2.1107, grad_norm: 5.4767 2020-07-26 21:21:12,732 - mmaction - INFO - Epoch [21][1380/3757] lr: 1.000e-02, eta: 6 days, 19:55:22, time: 1.959, data_time: 0.010, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7320, loss_cls: 2.1629, loss: 2.1629, grad_norm: 5.5249 2020-07-26 21:21:49,291 - mmaction - INFO - Epoch [21][1400/3757] lr: 1.000e-02, eta: 6 days, 19:54:31, time: 1.825, data_time: 0.075, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7477, loss_cls: 2.1678, loss: 2.1678, grad_norm: 5.4106 2020-07-26 21:22:28,523 - mmaction - INFO - Epoch [21][1420/3757] lr: 1.000e-02, eta: 6 days, 19:53:51, time: 1.963, data_time: 0.280, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7336, loss_cls: 2.1913, loss: 2.1913, grad_norm: 5.4692 2020-07-26 21:23:09,213 - mmaction - INFO - Epoch [21][1440/3757] lr: 1.000e-02, eta: 6 days, 19:53:16, time: 2.034, data_time: 0.087, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7523, loss_cls: 2.0910, loss: 2.0910, grad_norm: 5.4674 2020-07-26 21:23:51,257 - mmaction - INFO - Epoch [21][1460/3757] lr: 1.000e-02, eta: 6 days, 19:52:46, time: 2.096, data_time: 0.010, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7375, loss_cls: 2.1969, loss: 2.1969, grad_norm: 5.5275 2020-07-26 21:24:29,549 - mmaction - INFO - Epoch [21][1480/3757] lr: 1.000e-02, eta: 6 days, 19:52:02, time: 1.912, data_time: 0.010, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7352, loss_cls: 2.1784, loss: 2.1784, grad_norm: 5.5099 2020-07-26 21:25:09,496 - mmaction - INFO - Epoch [21][1500/3757] lr: 1.000e-02, eta: 6 days, 19:51:26, time: 2.008, data_time: 0.012, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7562, loss_cls: 2.1329, loss: 2.1329, grad_norm: 5.5547 2020-07-26 21:25:49,418 - mmaction - INFO - Epoch [21][1520/3757] lr: 1.000e-02, eta: 6 days, 19:50:48, time: 1.996, data_time: 0.001, memory: 5170, top1_acc: 0.4578, top5_acc: 0.7188, loss_cls: 2.3005, loss: 2.3005, grad_norm: 5.6784 2020-07-26 21:26:27,678 - mmaction - INFO - Epoch [21][1540/3757] lr: 1.000e-02, eta: 6 days, 19:50:03, time: 1.907, data_time: 0.008, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7211, loss_cls: 2.2896, loss: 2.2896, grad_norm: 5.5674 2020-07-26 21:27:09,950 - mmaction - INFO - Epoch [21][1560/3757] lr: 1.000e-02, eta: 6 days, 19:49:35, time: 2.117, data_time: 0.531, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7453, loss_cls: 2.1338, loss: 2.1338, grad_norm: 5.3279 2020-07-26 21:27:50,572 - mmaction - INFO - Epoch [21][1580/3757] lr: 1.000e-02, eta: 6 days, 19:49:00, time: 2.028, data_time: 1.320, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7484, loss_cls: 2.1742, loss: 2.1742, grad_norm: 5.5352 2020-07-26 21:28:26,011 - mmaction - INFO - Epoch [21][1600/3757] lr: 1.000e-02, eta: 6 days, 19:48:05, time: 1.776, data_time: 1.049, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7320, loss_cls: 2.1620, loss: 2.1620, grad_norm: 5.2946 2020-07-26 21:29:02,147 - mmaction - INFO - Epoch [21][1620/3757] lr: 1.000e-02, eta: 6 days, 19:47:13, time: 1.802, data_time: 0.152, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7352, loss_cls: 2.2173, loss: 2.2173, grad_norm: 5.6068 2020-07-26 21:29:39,188 - mmaction - INFO - Epoch [21][1640/3757] lr: 1.000e-02, eta: 6 days, 19:46:24, time: 1.859, data_time: 0.011, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7531, loss_cls: 2.1507, loss: 2.1507, grad_norm: 5.4191 2020-07-26 21:30:19,350 - mmaction - INFO - Epoch [21][1660/3757] lr: 1.000e-02, eta: 6 days, 19:45:47, time: 2.005, data_time: 0.008, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7492, loss_cls: 2.1309, loss: 2.1309, grad_norm: 5.5710 2020-07-26 21:30:56,696 - mmaction - INFO - Epoch [21][1680/3757] lr: 1.000e-02, eta: 6 days, 19:45:00, time: 1.870, data_time: 0.005, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7570, loss_cls: 2.0850, loss: 2.0850, grad_norm: 5.4501 2020-07-26 21:31:36,879 - mmaction - INFO - Epoch [21][1700/3757] lr: 1.000e-02, eta: 6 days, 19:44:23, time: 2.006, data_time: 0.008, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7398, loss_cls: 2.1602, loss: 2.1602, grad_norm: 5.5133 2020-07-26 21:32:15,445 - mmaction - INFO - Epoch [21][1720/3757] lr: 1.000e-02, eta: 6 days, 19:43:40, time: 1.930, data_time: 0.005, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7508, loss_cls: 2.1534, loss: 2.1534, grad_norm: 5.5558 2020-07-26 21:32:57,128 - mmaction - INFO - Epoch [21][1740/3757] lr: 1.000e-02, eta: 6 days, 19:43:09, time: 2.081, data_time: 0.002, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7477, loss_cls: 2.1341, loss: 2.1341, grad_norm: 5.4488 2020-07-26 21:33:36,250 - mmaction - INFO - Epoch [21][1760/3757] lr: 1.000e-02, eta: 6 days, 19:42:29, time: 1.954, data_time: 0.016, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7430, loss_cls: 2.1684, loss: 2.1684, grad_norm: 5.4984 2020-07-26 21:34:14,441 - mmaction - INFO - Epoch [21][1780/3757] lr: 1.000e-02, eta: 6 days, 19:41:44, time: 1.908, data_time: 0.368, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7258, loss_cls: 2.2425, loss: 2.2425, grad_norm: 5.5329 2020-07-26 21:34:52,277 - mmaction - INFO - Epoch [21][1800/3757] lr: 1.000e-02, eta: 6 days, 19:40:59, time: 1.897, data_time: 0.735, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7359, loss_cls: 2.2246, loss: 2.2246, grad_norm: 5.6247 2020-07-26 21:35:31,285 - mmaction - INFO - Epoch [21][1820/3757] lr: 1.000e-02, eta: 6 days, 19:40:18, time: 1.951, data_time: 0.374, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7562, loss_cls: 2.1112, loss: 2.1112, grad_norm: 5.4978 2020-07-26 21:36:11,161 - mmaction - INFO - Epoch [21][1840/3757] lr: 1.000e-02, eta: 6 days, 19:39:40, time: 1.993, data_time: 0.004, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7461, loss_cls: 2.1373, loss: 2.1373, grad_norm: 5.4741 2020-07-26 21:36:49,212 - mmaction - INFO - Epoch [21][1860/3757] lr: 1.000e-02, eta: 6 days, 19:38:55, time: 1.902, data_time: 0.010, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7250, loss_cls: 2.2312, loss: 2.2312, grad_norm: 5.6383 2020-07-26 21:37:29,920 - mmaction - INFO - Epoch [21][1880/3757] lr: 1.000e-02, eta: 6 days, 19:38:21, time: 2.037, data_time: 0.003, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7531, loss_cls: 2.0884, loss: 2.0884, grad_norm: 5.4267 2020-07-26 21:38:09,680 - mmaction - INFO - Epoch [21][1900/3757] lr: 1.000e-02, eta: 6 days, 19:37:42, time: 1.987, data_time: 0.007, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7352, loss_cls: 2.2182, loss: 2.2182, grad_norm: 5.6347 2020-07-26 21:38:45,537 - mmaction - INFO - Epoch [21][1920/3757] lr: 1.000e-02, eta: 6 days, 19:36:48, time: 1.786, data_time: 0.023, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7203, loss_cls: 2.2666, loss: 2.2666, grad_norm: 5.6143 2020-07-26 21:39:24,927 - mmaction - INFO - Epoch [21][1940/3757] lr: 1.000e-02, eta: 6 days, 19:36:09, time: 1.977, data_time: 0.116, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7406, loss_cls: 2.1705, loss: 2.1705, grad_norm: 5.5382 2020-07-26 21:40:06,435 - mmaction - INFO - Epoch [21][1960/3757] lr: 1.000e-02, eta: 6 days, 19:35:38, time: 2.075, data_time: 0.009, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7203, loss_cls: 2.2363, loss: 2.2363, grad_norm: 5.4806 2020-07-26 21:40:45,878 - mmaction - INFO - Epoch [21][1980/3757] lr: 1.000e-02, eta: 6 days, 19:34:58, time: 1.970, data_time: 0.004, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7625, loss_cls: 2.1322, loss: 2.1322, grad_norm: 5.5651 2020-07-26 21:41:20,218 - mmaction - INFO - Epoch [21][2000/3757] lr: 1.000e-02, eta: 6 days, 19:33:59, time: 1.720, data_time: 0.010, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7281, loss_cls: 2.2546, loss: 2.2546, grad_norm: 5.4549 2020-07-26 21:41:59,513 - mmaction - INFO - Epoch [21][2020/3757] lr: 1.000e-02, eta: 6 days, 19:33:19, time: 1.960, data_time: 0.009, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7516, loss_cls: 2.1723, loss: 2.1723, grad_norm: 5.5322 2020-07-26 21:42:38,196 - mmaction - INFO - Epoch [21][2040/3757] lr: 1.000e-02, eta: 6 days, 19:32:37, time: 1.938, data_time: 0.065, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7352, loss_cls: 2.2483, loss: 2.2483, grad_norm: 5.5982 2020-07-26 21:43:16,669 - mmaction - INFO - Epoch [21][2060/3757] lr: 1.000e-02, eta: 6 days, 19:31:53, time: 1.923, data_time: 0.003, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7258, loss_cls: 2.1668, loss: 2.1668, grad_norm: 5.4354 2020-07-26 21:43:57,121 - mmaction - INFO - Epoch [21][2080/3757] lr: 1.000e-02, eta: 6 days, 19:31:17, time: 2.014, data_time: 0.009, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7320, loss_cls: 2.2956, loss: 2.2956, grad_norm: 5.7474 2020-07-26 21:44:38,390 - mmaction - INFO - Epoch [21][2100/3757] lr: 1.000e-02, eta: 6 days, 19:30:46, time: 2.073, data_time: 0.013, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7406, loss_cls: 2.1409, loss: 2.1409, grad_norm: 5.4645 2020-07-26 21:45:16,876 - mmaction - INFO - Epoch [21][2120/3757] lr: 1.000e-02, eta: 6 days, 19:30:02, time: 1.921, data_time: 1.143, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7383, loss_cls: 2.1714, loss: 2.1714, grad_norm: 5.4761 2020-07-26 21:45:56,187 - mmaction - INFO - Epoch [21][2140/3757] lr: 1.000e-02, eta: 6 days, 19:29:22, time: 1.968, data_time: 1.178, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7570, loss_cls: 2.1067, loss: 2.1067, grad_norm: 5.4303 2020-07-26 21:46:35,087 - mmaction - INFO - Epoch [21][2160/3757] lr: 1.000e-02, eta: 6 days, 19:28:40, time: 1.936, data_time: 1.362, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7305, loss_cls: 2.1723, loss: 2.1723, grad_norm: 5.4582 2020-07-26 21:47:14,390 - mmaction - INFO - Epoch [21][2180/3757] lr: 1.000e-02, eta: 6 days, 19:28:01, time: 1.974, data_time: 1.374, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7422, loss_cls: 2.1338, loss: 2.1338, grad_norm: 5.5022 2020-07-26 21:47:53,048 - mmaction - INFO - Epoch [21][2200/3757] lr: 1.000e-02, eta: 6 days, 19:27:18, time: 1.933, data_time: 1.149, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7406, loss_cls: 2.1262, loss: 2.1262, grad_norm: 5.5316 2020-07-26 21:48:30,058 - mmaction - INFO - Epoch [21][2220/3757] lr: 1.000e-02, eta: 6 days, 19:26:30, time: 1.850, data_time: 0.285, memory: 5170, top1_acc: 0.4641, top5_acc: 0.7234, loss_cls: 2.2784, loss: 2.2784, grad_norm: 5.6177 2020-07-26 21:49:11,501 - mmaction - INFO - Epoch [21][2240/3757] lr: 1.000e-02, eta: 6 days, 19:25:57, time: 2.060, data_time: 0.543, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7508, loss_cls: 2.0797, loss: 2.0797, grad_norm: 5.4109 2020-07-26 21:49:51,861 - mmaction - INFO - Epoch [21][2260/3757] lr: 1.000e-02, eta: 6 days, 19:25:22, time: 2.025, data_time: 0.458, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7195, loss_cls: 2.2398, loss: 2.2398, grad_norm: 5.5347 2020-07-26 21:50:30,800 - mmaction - INFO - Epoch [21][2280/3757] lr: 1.000e-02, eta: 6 days, 19:24:40, time: 1.948, data_time: 0.057, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7453, loss_cls: 2.1760, loss: 2.1760, grad_norm: 5.6211 2020-07-26 21:51:07,685 - mmaction - INFO - Epoch [21][2300/3757] lr: 1.000e-02, eta: 6 days, 19:23:51, time: 1.848, data_time: 0.009, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7539, loss_cls: 2.1201, loss: 2.1201, grad_norm: 5.3352 2020-07-26 21:51:50,023 - mmaction - INFO - Epoch [21][2320/3757] lr: 1.000e-02, eta: 6 days, 19:23:22, time: 2.110, data_time: 0.009, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7523, loss_cls: 2.1408, loss: 2.1408, grad_norm: 5.5598 2020-07-26 21:52:29,211 - mmaction - INFO - Epoch [21][2340/3757] lr: 1.000e-02, eta: 6 days, 19:22:43, time: 1.966, data_time: 0.010, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7344, loss_cls: 2.2163, loss: 2.2163, grad_norm: 5.6222 2020-07-26 21:53:09,370 - mmaction - INFO - Epoch [21][2360/3757] lr: 1.000e-02, eta: 6 days, 19:22:06, time: 2.006, data_time: 0.002, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7562, loss_cls: 2.1201, loss: 2.1201, grad_norm: 5.3492 2020-07-26 21:53:46,327 - mmaction - INFO - Epoch [21][2380/3757] lr: 1.000e-02, eta: 6 days, 19:21:17, time: 1.846, data_time: 0.015, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7438, loss_cls: 2.1709, loss: 2.1709, grad_norm: 5.7004 2020-07-26 21:54:27,013 - mmaction - INFO - Epoch [21][2400/3757] lr: 1.000e-02, eta: 6 days, 19:20:42, time: 2.030, data_time: 0.008, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7609, loss_cls: 2.0542, loss: 2.0542, grad_norm: 5.4880 2020-07-26 21:55:04,629 - mmaction - INFO - Epoch [21][2420/3757] lr: 1.000e-02, eta: 6 days, 19:19:56, time: 1.887, data_time: 0.012, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7477, loss_cls: 2.1779, loss: 2.1779, grad_norm: 5.5474 2020-07-26 21:55:47,506 - mmaction - INFO - Epoch [21][2440/3757] lr: 1.000e-02, eta: 6 days, 19:19:29, time: 2.144, data_time: 0.058, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7469, loss_cls: 2.1213, loss: 2.1213, grad_norm: 5.5797 2020-07-26 21:56:23,049 - mmaction - INFO - Epoch [21][2460/3757] lr: 1.000e-02, eta: 6 days, 19:18:35, time: 1.778, data_time: 0.009, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7578, loss_cls: 2.1074, loss: 2.1074, grad_norm: 5.5585 2020-07-26 21:57:03,063 - mmaction - INFO - Epoch [21][2480/3757] lr: 1.000e-02, eta: 6 days, 19:17:57, time: 1.992, data_time: 0.660, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7430, loss_cls: 2.1584, loss: 2.1584, grad_norm: 5.6105 2020-07-26 21:57:43,407 - mmaction - INFO - Epoch [21][2500/3757] lr: 1.000e-02, eta: 6 days, 19:17:21, time: 2.023, data_time: 0.293, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7453, loss_cls: 2.1571, loss: 2.1571, grad_norm: 5.4687 2020-07-26 21:58:20,480 - mmaction - INFO - Epoch [21][2520/3757] lr: 1.000e-02, eta: 6 days, 19:16:33, time: 1.851, data_time: 0.011, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7344, loss_cls: 2.1788, loss: 2.1788, grad_norm: 5.5506 2020-07-26 21:58:59,586 - mmaction - INFO - Epoch [21][2540/3757] lr: 1.000e-02, eta: 6 days, 19:15:52, time: 1.961, data_time: 0.083, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7461, loss_cls: 2.1302, loss: 2.1302, grad_norm: 5.4532 2020-07-26 21:59:36,912 - mmaction - INFO - Epoch [21][2560/3757] lr: 1.000e-02, eta: 6 days, 19:15:04, time: 1.856, data_time: 0.151, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7188, loss_cls: 2.2030, loss: 2.2030, grad_norm: 5.5718 2020-07-26 22:00:17,489 - mmaction - INFO - Epoch [21][2580/3757] lr: 1.000e-02, eta: 6 days, 19:14:29, time: 2.029, data_time: 1.083, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7477, loss_cls: 2.1444, loss: 2.1444, grad_norm: 5.5712 2020-07-26 22:00:56,982 - mmaction - INFO - Epoch [21][2600/3757] lr: 1.000e-02, eta: 6 days, 19:13:50, time: 1.983, data_time: 1.344, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7477, loss_cls: 2.1656, loss: 2.1656, grad_norm: 5.6607 2020-07-26 22:01:38,526 - mmaction - INFO - Epoch [21][2620/3757] lr: 1.000e-02, eta: 6 days, 19:13:19, time: 2.075, data_time: 0.844, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7352, loss_cls: 2.1574, loss: 2.1574, grad_norm: 5.5811 2020-07-26 22:02:19,033 - mmaction - INFO - Epoch [21][2640/3757] lr: 1.000e-02, eta: 6 days, 19:12:43, time: 2.018, data_time: 0.036, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7328, loss_cls: 2.2134, loss: 2.2134, grad_norm: 5.6769 2020-07-26 22:02:57,444 - mmaction - INFO - Epoch [21][2660/3757] lr: 1.000e-02, eta: 6 days, 19:12:00, time: 1.930, data_time: 0.461, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7375, loss_cls: 2.1267, loss: 2.1267, grad_norm: 5.5899 2020-07-26 22:03:35,939 - mmaction - INFO - Epoch [21][2680/3757] lr: 1.000e-02, eta: 6 days, 19:11:17, time: 1.918, data_time: 0.233, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7328, loss_cls: 2.2118, loss: 2.2118, grad_norm: 5.7104 2020-07-26 22:04:15,116 - mmaction - INFO - Epoch [21][2700/3757] lr: 1.000e-02, eta: 6 days, 19:10:37, time: 1.964, data_time: 0.010, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7438, loss_cls: 2.1714, loss: 2.1714, grad_norm: 5.6528 2020-07-26 22:04:55,728 - mmaction - INFO - Epoch [21][2720/3757] lr: 1.000e-02, eta: 6 days, 19:10:01, time: 2.030, data_time: 0.007, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7492, loss_cls: 2.0938, loss: 2.0938, grad_norm: 5.4622 2020-07-26 22:05:32,168 - mmaction - INFO - Epoch [21][2740/3757] lr: 1.000e-02, eta: 6 days, 19:09:11, time: 1.825, data_time: 0.008, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7500, loss_cls: 2.1106, loss: 2.1106, grad_norm: 5.5509 2020-07-26 22:06:13,845 - mmaction - INFO - Epoch [21][2760/3757] lr: 1.000e-02, eta: 6 days, 19:08:39, time: 2.077, data_time: 0.009, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7477, loss_cls: 2.1963, loss: 2.1963, grad_norm: 5.4365 2020-07-26 22:06:52,176 - mmaction - INFO - Epoch [21][2780/3757] lr: 1.000e-02, eta: 6 days, 19:07:56, time: 1.923, data_time: 0.128, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7188, loss_cls: 2.2135, loss: 2.2135, grad_norm: 5.4830 2020-07-26 22:07:29,033 - mmaction - INFO - Epoch [21][2800/3757] lr: 1.000e-02, eta: 6 days, 19:07:06, time: 1.837, data_time: 0.315, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7367, loss_cls: 2.1845, loss: 2.1845, grad_norm: 5.5353 2020-07-26 22:08:05,105 - mmaction - INFO - Epoch [21][2820/3757] lr: 1.000e-02, eta: 6 days, 19:06:15, time: 1.811, data_time: 0.111, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7469, loss_cls: 2.0998, loss: 2.0998, grad_norm: 5.4057 2020-07-26 22:08:48,942 - mmaction - INFO - Epoch [21][2840/3757] lr: 1.000e-02, eta: 6 days, 19:05:52, time: 2.192, data_time: 0.062, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7523, loss_cls: 2.1481, loss: 2.1481, grad_norm: 5.4285 2020-07-26 22:09:27,380 - mmaction - INFO - Epoch [21][2860/3757] lr: 1.000e-02, eta: 6 days, 19:05:09, time: 1.920, data_time: 0.049, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7258, loss_cls: 2.1983, loss: 2.1983, grad_norm: 5.4583 2020-07-26 22:10:03,592 - mmaction - INFO - Epoch [21][2880/3757] lr: 1.000e-02, eta: 6 days, 19:04:17, time: 1.812, data_time: 0.112, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7328, loss_cls: 2.2606, loss: 2.2606, grad_norm: 5.6999 2020-07-26 22:10:45,461 - mmaction - INFO - Epoch [21][2900/3757] lr: 1.000e-02, eta: 6 days, 19:03:46, time: 2.089, data_time: 0.003, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7289, loss_cls: 2.1963, loss: 2.1963, grad_norm: 5.4521 2020-07-26 22:11:24,534 - mmaction - INFO - Epoch [21][2920/3757] lr: 1.000e-02, eta: 6 days, 19:03:05, time: 1.951, data_time: 0.119, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7484, loss_cls: 2.1644, loss: 2.1644, grad_norm: 5.6156 2020-07-26 22:12:04,074 - mmaction - INFO - Epoch [21][2940/3757] lr: 1.000e-02, eta: 6 days, 19:02:27, time: 1.982, data_time: 0.075, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7430, loss_cls: 2.1902, loss: 2.1902, grad_norm: 5.4582 2020-07-26 22:12:41,770 - mmaction - INFO - Epoch [21][2960/3757] lr: 1.000e-02, eta: 6 days, 19:01:41, time: 1.888, data_time: 0.019, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7336, loss_cls: 2.1890, loss: 2.1890, grad_norm: 5.5627 2020-07-26 22:13:22,226 - mmaction - INFO - Epoch [21][2980/3757] lr: 1.000e-02, eta: 6 days, 19:01:05, time: 2.017, data_time: 0.470, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7445, loss_cls: 2.1371, loss: 2.1371, grad_norm: 5.5130 2020-07-26 22:14:01,383 - mmaction - INFO - Epoch [21][3000/3757] lr: 1.000e-02, eta: 6 days, 19:00:24, time: 1.962, data_time: 0.554, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7398, loss_cls: 2.2193, loss: 2.2193, grad_norm: 5.5496 2020-07-26 22:14:41,032 - mmaction - INFO - Epoch [21][3020/3757] lr: 1.000e-02, eta: 6 days, 18:59:45, time: 1.974, data_time: 0.233, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7391, loss_cls: 2.1741, loss: 2.1741, grad_norm: 5.5307 2020-07-26 22:15:20,240 - mmaction - INFO - Epoch [21][3040/3757] lr: 1.000e-02, eta: 6 days, 18:59:05, time: 1.964, data_time: 0.199, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7484, loss_cls: 2.1193, loss: 2.1193, grad_norm: 5.3043 2020-07-26 22:15:59,623 - mmaction - INFO - Epoch [21][3060/3757] lr: 1.000e-02, eta: 6 days, 18:58:26, time: 1.973, data_time: 0.416, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7414, loss_cls: 2.1797, loss: 2.1797, grad_norm: 5.3193 2020-07-26 22:16:36,750 - mmaction - INFO - Epoch [21][3080/3757] lr: 1.000e-02, eta: 6 days, 18:57:37, time: 1.849, data_time: 0.881, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7227, loss_cls: 2.2205, loss: 2.2205, grad_norm: 5.3682 2020-07-26 22:17:18,250 - mmaction - INFO - Epoch [21][3100/3757] lr: 1.000e-02, eta: 6 days, 18:57:06, time: 2.080, data_time: 0.318, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7445, loss_cls: 2.1791, loss: 2.1791, grad_norm: 5.5793 2020-07-26 22:17:53,794 - mmaction - INFO - Epoch [21][3120/3757] lr: 1.000e-02, eta: 6 days, 18:56:11, time: 1.772, data_time: 0.010, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7250, loss_cls: 2.2482, loss: 2.2482, grad_norm: 5.7140 2020-07-26 22:18:32,874 - mmaction - INFO - Epoch [21][3140/3757] lr: 1.000e-02, eta: 6 days, 18:55:31, time: 1.961, data_time: 0.014, memory: 5170, top1_acc: 0.4586, top5_acc: 0.7250, loss_cls: 2.3131, loss: 2.3131, grad_norm: 5.6905 2020-07-26 22:19:12,356 - mmaction - INFO - Epoch [21][3160/3757] lr: 1.000e-02, eta: 6 days, 18:54:51, time: 1.971, data_time: 0.008, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7398, loss_cls: 2.1754, loss: 2.1754, grad_norm: 5.5024 2020-07-26 22:19:50,837 - mmaction - INFO - Epoch [21][3180/3757] lr: 1.000e-02, eta: 6 days, 18:54:08, time: 1.926, data_time: 0.009, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7242, loss_cls: 2.1951, loss: 2.1951, grad_norm: 5.5432 2020-07-26 22:20:30,005 - mmaction - INFO - Epoch [21][3200/3757] lr: 1.000e-02, eta: 6 days, 18:53:28, time: 1.953, data_time: 0.071, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7227, loss_cls: 2.2489, loss: 2.2489, grad_norm: 5.4270 2020-07-26 22:21:08,610 - mmaction - INFO - Epoch [21][3220/3757] lr: 1.000e-02, eta: 6 days, 18:52:45, time: 1.938, data_time: 0.011, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7547, loss_cls: 2.1195, loss: 2.1195, grad_norm: 5.5056 2020-07-26 22:21:45,597 - mmaction - INFO - Epoch [21][3240/3757] lr: 1.000e-02, eta: 6 days, 18:51:56, time: 1.846, data_time: 0.007, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7445, loss_cls: 2.2099, loss: 2.2099, grad_norm: 5.5748 2020-07-26 22:22:26,074 - mmaction - INFO - Epoch [21][3260/3757] lr: 1.000e-02, eta: 6 days, 18:51:21, time: 2.020, data_time: 0.063, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7375, loss_cls: 2.1742, loss: 2.1742, grad_norm: 5.5185 2020-07-26 22:23:05,476 - mmaction - INFO - Epoch [21][3280/3757] lr: 1.000e-02, eta: 6 days, 18:50:41, time: 1.969, data_time: 0.018, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7422, loss_cls: 2.1446, loss: 2.1446, grad_norm: 5.5888 2020-07-26 22:23:44,622 - mmaction - INFO - Epoch [21][3300/3757] lr: 1.000e-02, eta: 6 days, 18:50:01, time: 1.962, data_time: 0.011, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7414, loss_cls: 2.1396, loss: 2.1396, grad_norm: 5.4624 2020-07-26 22:24:24,017 - mmaction - INFO - Epoch [21][3320/3757] lr: 1.000e-02, eta: 6 days, 18:49:21, time: 1.969, data_time: 0.016, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7406, loss_cls: 2.2157, loss: 2.2157, grad_norm: 5.6224 2020-07-26 22:25:03,040 - mmaction - INFO - Epoch [21][3340/3757] lr: 1.000e-02, eta: 6 days, 18:48:40, time: 1.951, data_time: 0.008, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7320, loss_cls: 2.1824, loss: 2.1824, grad_norm: 5.5230 2020-07-26 22:25:43,811 - mmaction - INFO - Epoch [21][3360/3757] lr: 1.000e-02, eta: 6 days, 18:48:06, time: 2.039, data_time: 0.062, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7531, loss_cls: 2.1048, loss: 2.1048, grad_norm: 5.4349 2020-07-26 22:26:21,696 - mmaction - INFO - Epoch [21][3380/3757] lr: 1.000e-02, eta: 6 days, 18:47:21, time: 1.897, data_time: 0.007, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7453, loss_cls: 2.2047, loss: 2.2047, grad_norm: 5.5429 2020-07-26 22:27:02,989 - mmaction - INFO - Epoch [21][3400/3757] lr: 1.000e-02, eta: 6 days, 18:46:48, time: 2.064, data_time: 0.009, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7445, loss_cls: 2.1480, loss: 2.1480, grad_norm: 5.5528 2020-07-26 22:27:40,953 - mmaction - INFO - Epoch [21][3420/3757] lr: 1.000e-02, eta: 6 days, 18:46:03, time: 1.900, data_time: 0.004, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7562, loss_cls: 2.0795, loss: 2.0795, grad_norm: 5.4958 2020-07-26 22:28:17,123 - mmaction - INFO - Epoch [21][3440/3757] lr: 1.000e-02, eta: 6 days, 18:45:11, time: 1.807, data_time: 0.008, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7352, loss_cls: 2.1869, loss: 2.1869, grad_norm: 5.4473 2020-07-26 22:28:56,108 - mmaction - INFO - Epoch [21][3460/3757] lr: 1.000e-02, eta: 6 days, 18:44:30, time: 1.944, data_time: 0.117, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7484, loss_cls: 2.1247, loss: 2.1247, grad_norm: 5.6529 2020-07-26 22:29:35,923 - mmaction - INFO - Epoch [21][3480/3757] lr: 1.000e-02, eta: 6 days, 18:43:52, time: 1.996, data_time: 0.233, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7594, loss_cls: 2.1147, loss: 2.1147, grad_norm: 5.3896 2020-07-26 22:30:19,319 - mmaction - INFO - Epoch [21][3500/3757] lr: 1.000e-02, eta: 6 days, 18:43:27, time: 2.168, data_time: 0.365, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7375, loss_cls: 2.1782, loss: 2.1782, grad_norm: 5.4722 2020-07-26 22:30:57,212 - mmaction - INFO - Epoch [21][3520/3757] lr: 1.000e-02, eta: 6 days, 18:42:42, time: 1.897, data_time: 0.056, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7383, loss_cls: 2.1886, loss: 2.1886, grad_norm: 5.5588 2020-07-26 22:31:35,684 - mmaction - INFO - Epoch [21][3540/3757] lr: 1.000e-02, eta: 6 days, 18:41:59, time: 1.924, data_time: 0.008, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7273, loss_cls: 2.2273, loss: 2.2273, grad_norm: 5.5844 2020-07-26 22:32:12,880 - mmaction - INFO - Epoch [21][3560/3757] lr: 1.000e-02, eta: 6 days, 18:41:11, time: 1.853, data_time: 0.014, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7320, loss_cls: 2.2088, loss: 2.2088, grad_norm: 5.4775 2020-07-26 22:32:52,371 - mmaction - INFO - Epoch [21][3580/3757] lr: 1.000e-02, eta: 6 days, 18:40:32, time: 1.979, data_time: 0.010, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7367, loss_cls: 2.1509, loss: 2.1509, grad_norm: 5.5398 2020-07-26 22:33:30,909 - mmaction - INFO - Epoch [21][3600/3757] lr: 1.000e-02, eta: 6 days, 18:39:49, time: 1.923, data_time: 0.019, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7234, loss_cls: 2.2571, loss: 2.2571, grad_norm: 5.5639 2020-07-26 22:34:10,194 - mmaction - INFO - Epoch [21][3620/3757] lr: 1.000e-02, eta: 6 days, 18:39:09, time: 1.970, data_time: 0.009, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7406, loss_cls: 2.2512, loss: 2.2512, grad_norm: 5.5904 2020-07-26 22:34:48,708 - mmaction - INFO - Epoch [21][3640/3757] lr: 1.000e-02, eta: 6 days, 18:38:26, time: 1.925, data_time: 0.003, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7734, loss_cls: 2.0520, loss: 2.0520, grad_norm: 5.4487 2020-07-26 22:35:26,794 - mmaction - INFO - Epoch [21][3660/3757] lr: 1.000e-02, eta: 6 days, 18:37:41, time: 1.897, data_time: 0.026, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7305, loss_cls: 2.2387, loss: 2.2387, grad_norm: 5.5155 2020-07-26 22:36:05,956 - mmaction - INFO - Epoch [21][3680/3757] lr: 1.000e-02, eta: 6 days, 18:37:01, time: 1.963, data_time: 0.011, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7430, loss_cls: 2.1570, loss: 2.1570, grad_norm: 5.4513 2020-07-26 22:36:43,988 - mmaction - INFO - Epoch [21][3700/3757] lr: 1.000e-02, eta: 6 days, 18:36:16, time: 1.901, data_time: 0.036, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7391, loss_cls: 2.2133, loss: 2.2133, grad_norm: 5.6899 2020-07-26 22:37:25,732 - mmaction - INFO - Epoch [21][3720/3757] lr: 1.000e-02, eta: 6 days, 18:35:46, time: 2.091, data_time: 0.728, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7500, loss_cls: 2.1286, loss: 2.1286, grad_norm: 5.5231 2020-07-26 22:38:04,400 - mmaction - INFO - Epoch [21][3740/3757] lr: 1.000e-02, eta: 6 days, 18:35:03, time: 1.926, data_time: 1.357, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7445, loss_cls: 2.2101, loss: 2.2101, grad_norm: 5.7033 2020-07-26 22:38:30,889 - mmaction - INFO - Saving checkpoint at 21 epochs 2020-07-26 22:39:26,696 - mmaction - INFO - Epoch [22][20/3757] lr: 1.000e-02, eta: 6 days, 18:32:40, time: 2.711, data_time: 1.630, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7555, loss_cls: 2.0864, loss: 2.0864, grad_norm: 5.4725 2020-07-26 22:40:07,456 - mmaction - INFO - Epoch [22][40/3757] lr: 1.000e-02, eta: 6 days, 18:32:05, time: 2.038, data_time: 0.309, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7398, loss_cls: 2.2019, loss: 2.2019, grad_norm: 5.5604 2020-07-26 22:40:46,480 - mmaction - INFO - Epoch [22][60/3757] lr: 1.000e-02, eta: 6 days, 18:31:24, time: 1.948, data_time: 0.004, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7461, loss_cls: 2.1201, loss: 2.1201, grad_norm: 5.6535 2020-07-26 22:41:26,036 - mmaction - INFO - Epoch [22][80/3757] lr: 1.000e-02, eta: 6 days, 18:30:45, time: 1.981, data_time: 0.077, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7578, loss_cls: 2.1353, loss: 2.1353, grad_norm: 5.4227 2020-07-26 22:42:05,920 - mmaction - INFO - Epoch [22][100/3757] lr: 1.000e-02, eta: 6 days, 18:30:08, time: 1.995, data_time: 0.009, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7602, loss_cls: 2.0607, loss: 2.0607, grad_norm: 5.3419 2020-07-26 22:42:43,100 - mmaction - INFO - Epoch [22][120/3757] lr: 1.000e-02, eta: 6 days, 18:29:19, time: 1.849, data_time: 0.002, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7391, loss_cls: 2.1057, loss: 2.1057, grad_norm: 5.5320 2020-07-26 22:43:27,177 - mmaction - INFO - Epoch [22][140/3757] lr: 1.000e-02, eta: 6 days, 18:28:57, time: 2.211, data_time: 0.012, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7398, loss_cls: 2.1628, loss: 2.1628, grad_norm: 5.4887 2020-07-26 22:44:04,766 - mmaction - INFO - Epoch [22][160/3757] lr: 1.000e-02, eta: 6 days, 18:28:11, time: 1.882, data_time: 0.008, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7438, loss_cls: 2.1575, loss: 2.1575, grad_norm: 5.6177 2020-07-26 22:44:41,522 - mmaction - INFO - Epoch [22][180/3757] lr: 1.000e-02, eta: 6 days, 18:27:22, time: 1.834, data_time: 0.013, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7594, loss_cls: 2.0826, loss: 2.0826, grad_norm: 5.4572 2020-07-26 22:45:21,725 - mmaction - INFO - Epoch [22][200/3757] lr: 1.000e-02, eta: 6 days, 18:26:45, time: 2.005, data_time: 0.038, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7508, loss_cls: 2.1070, loss: 2.1070, grad_norm: 5.5596 2020-07-26 22:46:00,220 - mmaction - INFO - Epoch [22][220/3757] lr: 1.000e-02, eta: 6 days, 18:26:02, time: 1.934, data_time: 0.020, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7602, loss_cls: 2.0492, loss: 2.0492, grad_norm: 5.5157 2020-07-26 22:46:37,070 - mmaction - INFO - Epoch [22][240/3757] lr: 1.000e-02, eta: 6 days, 18:25:13, time: 1.836, data_time: 0.007, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7500, loss_cls: 2.1275, loss: 2.1275, grad_norm: 5.5258 2020-07-26 22:47:17,080 - mmaction - INFO - Epoch [22][260/3757] lr: 1.000e-02, eta: 6 days, 18:24:36, time: 2.006, data_time: 0.009, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7602, loss_cls: 2.0521, loss: 2.0521, grad_norm: 5.3387 2020-07-26 22:47:57,143 - mmaction - INFO - Epoch [22][280/3757] lr: 1.000e-02, eta: 6 days, 18:23:59, time: 2.000, data_time: 0.008, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7492, loss_cls: 2.1534, loss: 2.1534, grad_norm: 5.6971 2020-07-26 22:48:34,968 - mmaction - INFO - Epoch [22][300/3757] lr: 1.000e-02, eta: 6 days, 18:23:13, time: 1.886, data_time: 0.008, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7477, loss_cls: 2.0869, loss: 2.0869, grad_norm: 5.6149 2020-07-26 22:49:16,125 - mmaction - INFO - Epoch [22][320/3757] lr: 1.000e-02, eta: 6 days, 18:22:40, time: 2.066, data_time: 0.012, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7602, loss_cls: 2.0872, loss: 2.0872, grad_norm: 5.3850 2020-07-26 22:49:52,004 - mmaction - INFO - Epoch [22][340/3757] lr: 1.000e-02, eta: 6 days, 18:21:48, time: 1.795, data_time: 0.009, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7320, loss_cls: 2.2211, loss: 2.2211, grad_norm: 5.5832 2020-07-26 22:50:32,830 - mmaction - INFO - Epoch [22][360/3757] lr: 1.000e-02, eta: 6 days, 18:21:13, time: 2.040, data_time: 0.005, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7586, loss_cls: 2.0988, loss: 2.0988, grad_norm: 5.4561 2020-07-26 22:51:11,368 - mmaction - INFO - Epoch [22][380/3757] lr: 1.000e-02, eta: 6 days, 18:20:31, time: 1.929, data_time: 0.003, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7430, loss_cls: 2.1333, loss: 2.1333, grad_norm: 5.4281 2020-07-26 22:51:50,063 - mmaction - INFO - Epoch [22][400/3757] lr: 1.000e-02, eta: 6 days, 18:19:48, time: 1.926, data_time: 0.015, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7281, loss_cls: 2.1555, loss: 2.1555, grad_norm: 5.5189 2020-07-26 22:52:30,241 - mmaction - INFO - Epoch [22][420/3757] lr: 1.000e-02, eta: 6 days, 18:19:12, time: 2.014, data_time: 0.011, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7281, loss_cls: 2.1976, loss: 2.1976, grad_norm: 5.5508 2020-07-26 22:53:06,269 - mmaction - INFO - Epoch [22][440/3757] lr: 1.000e-02, eta: 6 days, 18:18:20, time: 1.804, data_time: 0.019, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7344, loss_cls: 2.1828, loss: 2.1828, grad_norm: 5.5369 2020-07-26 22:53:45,261 - mmaction - INFO - Epoch [22][460/3757] lr: 1.000e-02, eta: 6 days, 18:17:38, time: 1.946, data_time: 0.016, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7539, loss_cls: 2.0748, loss: 2.0748, grad_norm: 5.5342 2020-07-26 22:54:24,877 - mmaction - INFO - Epoch [22][480/3757] lr: 1.000e-02, eta: 6 days, 18:17:00, time: 1.982, data_time: 0.011, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7359, loss_cls: 2.2099, loss: 2.2099, grad_norm: 5.5762 2020-07-26 22:55:04,985 - mmaction - INFO - Epoch [22][500/3757] lr: 1.000e-02, eta: 6 days, 18:16:23, time: 2.007, data_time: 0.006, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7391, loss_cls: 2.1497, loss: 2.1497, grad_norm: 5.5672 2020-07-26 22:55:41,930 - mmaction - INFO - Epoch [22][520/3757] lr: 1.000e-02, eta: 6 days, 18:15:34, time: 1.846, data_time: 0.003, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7195, loss_cls: 2.2747, loss: 2.2747, grad_norm: 5.6987 2020-07-26 22:56:19,991 - mmaction - INFO - Epoch [22][540/3757] lr: 1.000e-02, eta: 6 days, 18:14:50, time: 1.905, data_time: 0.011, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7289, loss_cls: 2.2173, loss: 2.2173, grad_norm: 5.4215 2020-07-26 22:57:01,251 - mmaction - INFO - Epoch [22][560/3757] lr: 1.000e-02, eta: 6 days, 18:14:17, time: 2.060, data_time: 0.021, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7375, loss_cls: 2.1690, loss: 2.1690, grad_norm: 5.3233 2020-07-26 22:57:42,655 - mmaction - INFO - Epoch [22][580/3757] lr: 1.000e-02, eta: 6 days, 18:13:44, time: 2.065, data_time: 0.020, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7516, loss_cls: 2.1500, loss: 2.1500, grad_norm: 5.5349 2020-07-26 22:58:16,391 - mmaction - INFO - Epoch [22][600/3757] lr: 1.000e-02, eta: 6 days, 18:12:44, time: 1.694, data_time: 0.072, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7312, loss_cls: 2.2374, loss: 2.2374, grad_norm: 5.6284 2020-07-26 22:58:58,980 - mmaction - INFO - Epoch [22][620/3757] lr: 1.000e-02, eta: 6 days, 18:12:16, time: 2.123, data_time: 0.218, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7516, loss_cls: 2.1216, loss: 2.1216, grad_norm: 5.5288 2020-07-26 22:59:41,216 - mmaction - INFO - Epoch [22][640/3757] lr: 1.000e-02, eta: 6 days, 18:11:48, time: 2.119, data_time: 0.120, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7383, loss_cls: 2.0981, loss: 2.0981, grad_norm: 5.3515 2020-07-26 23:00:17,144 - mmaction - INFO - Epoch [22][660/3757] lr: 1.000e-02, eta: 6 days, 18:10:55, time: 1.794, data_time: 0.009, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7641, loss_cls: 2.0473, loss: 2.0473, grad_norm: 5.4878 2020-07-26 23:00:55,606 - mmaction - INFO - Epoch [22][680/3757] lr: 1.000e-02, eta: 6 days, 18:10:12, time: 1.926, data_time: 0.031, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7719, loss_cls: 2.0120, loss: 2.0120, grad_norm: 5.4179 2020-07-26 23:01:36,260 - mmaction - INFO - Epoch [22][700/3757] lr: 1.000e-02, eta: 6 days, 18:09:37, time: 2.032, data_time: 0.009, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7391, loss_cls: 2.1875, loss: 2.1875, grad_norm: 5.5738 2020-07-26 23:02:13,877 - mmaction - INFO - Epoch [22][720/3757] lr: 1.000e-02, eta: 6 days, 18:08:51, time: 1.877, data_time: 0.008, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7328, loss_cls: 2.2066, loss: 2.2066, grad_norm: 5.5532 2020-07-26 23:02:56,495 - mmaction - INFO - Epoch [22][740/3757] lr: 1.000e-02, eta: 6 days, 18:08:23, time: 2.130, data_time: 0.010, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7336, loss_cls: 2.2058, loss: 2.2058, grad_norm: 5.6386 2020-07-26 23:03:33,817 - mmaction - INFO - Epoch [22][760/3757] lr: 1.000e-02, eta: 6 days, 18:07:36, time: 1.867, data_time: 0.009, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7312, loss_cls: 2.2093, loss: 2.2093, grad_norm: 5.3676 2020-07-26 23:04:10,293 - mmaction - INFO - Epoch [22][780/3757] lr: 1.000e-02, eta: 6 days, 18:06:46, time: 1.826, data_time: 0.166, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7453, loss_cls: 2.1737, loss: 2.1737, grad_norm: 5.4952 2020-07-26 23:04:50,464 - mmaction - INFO - Epoch [22][800/3757] lr: 1.000e-02, eta: 6 days, 18:06:09, time: 2.011, data_time: 0.032, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7469, loss_cls: 2.1350, loss: 2.1350, grad_norm: 5.6480 2020-07-26 23:05:29,329 - mmaction - INFO - Epoch [22][820/3757] lr: 1.000e-02, eta: 6 days, 18:05:28, time: 1.943, data_time: 0.003, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7547, loss_cls: 2.0677, loss: 2.0677, grad_norm: 5.4646 2020-07-26 23:06:09,729 - mmaction - INFO - Epoch [22][840/3757] lr: 1.000e-02, eta: 6 days, 18:04:52, time: 2.018, data_time: 0.003, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7344, loss_cls: 2.2261, loss: 2.2261, grad_norm: 5.5917 2020-07-26 23:06:47,477 - mmaction - INFO - Epoch [22][860/3757] lr: 1.000e-02, eta: 6 days, 18:04:06, time: 1.889, data_time: 0.010, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7609, loss_cls: 2.0673, loss: 2.0673, grad_norm: 5.5067 2020-07-26 23:07:27,647 - mmaction - INFO - Epoch [22][880/3757] lr: 1.000e-02, eta: 6 days, 18:03:29, time: 2.006, data_time: 0.069, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7281, loss_cls: 2.2402, loss: 2.2402, grad_norm: 5.6907 2020-07-26 23:08:06,250 - mmaction - INFO - Epoch [22][900/3757] lr: 1.000e-02, eta: 6 days, 18:02:46, time: 1.925, data_time: 0.048, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7383, loss_cls: 2.1418, loss: 2.1418, grad_norm: 5.4752 2020-07-26 23:08:45,991 - mmaction - INFO - Epoch [22][920/3757] lr: 1.000e-02, eta: 6 days, 18:02:08, time: 1.988, data_time: 0.011, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7188, loss_cls: 2.2096, loss: 2.2096, grad_norm: 5.6272 2020-07-26 23:09:24,145 - mmaction - INFO - Epoch [22][940/3757] lr: 1.000e-02, eta: 6 days, 18:01:24, time: 1.914, data_time: 0.010, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7234, loss_cls: 2.1494, loss: 2.1494, grad_norm: 5.3974 2020-07-26 23:10:02,267 - mmaction - INFO - Epoch [22][960/3757] lr: 1.000e-02, eta: 6 days, 18:00:40, time: 1.907, data_time: 0.012, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7266, loss_cls: 2.2362, loss: 2.2362, grad_norm: 5.6097 2020-07-26 23:10:42,097 - mmaction - INFO - Epoch [22][980/3757] lr: 1.000e-02, eta: 6 days, 18:00:02, time: 1.990, data_time: 0.003, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7391, loss_cls: 2.1368, loss: 2.1368, grad_norm: 5.4462 2020-07-26 23:11:20,448 - mmaction - INFO - Epoch [22][1000/3757] lr: 1.000e-02, eta: 6 days, 17:59:18, time: 1.911, data_time: 0.011, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7453, loss_cls: 2.1350, loss: 2.1350, grad_norm: 5.5405 2020-07-26 23:12:01,543 - mmaction - INFO - Epoch [22][1020/3757] lr: 1.000e-02, eta: 6 days, 17:58:45, time: 2.056, data_time: 0.010, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7344, loss_cls: 2.1449, loss: 2.1449, grad_norm: 5.4185 2020-07-26 23:12:39,813 - mmaction - INFO - Epoch [22][1040/3757] lr: 1.000e-02, eta: 6 days, 17:58:02, time: 1.920, data_time: 0.010, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7625, loss_cls: 2.0366, loss: 2.0366, grad_norm: 5.3526 2020-07-26 23:13:22,086 - mmaction - INFO - Epoch [22][1060/3757] lr: 1.000e-02, eta: 6 days, 17:57:33, time: 2.109, data_time: 0.459, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7281, loss_cls: 2.2024, loss: 2.2024, grad_norm: 5.5834 2020-07-26 23:14:00,645 - mmaction - INFO - Epoch [22][1080/3757] lr: 1.000e-02, eta: 6 days, 17:56:50, time: 1.931, data_time: 1.315, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7422, loss_cls: 2.1904, loss: 2.1904, grad_norm: 5.5794 2020-07-26 23:14:34,443 - mmaction - INFO - Epoch [22][1100/3757] lr: 1.000e-02, eta: 6 days, 17:55:49, time: 1.683, data_time: 0.394, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7281, loss_cls: 2.2793, loss: 2.2793, grad_norm: 5.8110 2020-07-26 23:15:11,767 - mmaction - INFO - Epoch [22][1120/3757] lr: 1.000e-02, eta: 6 days, 17:55:02, time: 1.869, data_time: 0.015, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7328, loss_cls: 2.1305, loss: 2.1305, grad_norm: 5.4375 2020-07-26 23:15:50,627 - mmaction - INFO - Epoch [22][1140/3757] lr: 1.000e-02, eta: 6 days, 17:54:21, time: 1.948, data_time: 0.009, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.1567, loss: 2.1567, grad_norm: 5.5651 2020-07-26 23:16:28,837 - mmaction - INFO - Epoch [22][1160/3757] lr: 1.000e-02, eta: 6 days, 17:53:37, time: 1.909, data_time: 0.010, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7562, loss_cls: 2.0819, loss: 2.0819, grad_norm: 5.6015 2020-07-26 23:17:08,850 - mmaction - INFO - Epoch [22][1180/3757] lr: 1.000e-02, eta: 6 days, 17:53:00, time: 2.003, data_time: 0.051, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7523, loss_cls: 2.1265, loss: 2.1265, grad_norm: 5.4906 2020-07-26 23:17:46,497 - mmaction - INFO - Epoch [22][1200/3757] lr: 1.000e-02, eta: 6 days, 17:52:14, time: 1.876, data_time: 0.008, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7234, loss_cls: 2.2149, loss: 2.2149, grad_norm: 5.4995 2020-07-26 23:18:24,641 - mmaction - INFO - Epoch [22][1220/3757] lr: 1.000e-02, eta: 6 days, 17:51:30, time: 1.912, data_time: 0.043, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7422, loss_cls: 2.1743, loss: 2.1743, grad_norm: 5.5772 2020-07-26 23:19:03,210 - mmaction - INFO - Epoch [22][1240/3757] lr: 1.000e-02, eta: 6 days, 17:50:47, time: 1.928, data_time: 0.009, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7602, loss_cls: 2.0343, loss: 2.0343, grad_norm: 5.5995 2020-07-26 23:19:43,875 - mmaction - INFO - Epoch [22][1260/3757] lr: 1.000e-02, eta: 6 days, 17:50:13, time: 2.035, data_time: 0.006, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7477, loss_cls: 2.1042, loss: 2.1042, grad_norm: 5.3893 2020-07-26 23:20:21,211 - mmaction - INFO - Epoch [22][1280/3757] lr: 1.000e-02, eta: 6 days, 17:49:25, time: 1.860, data_time: 0.008, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7383, loss_cls: 2.2018, loss: 2.2018, grad_norm: 5.5383 2020-07-26 23:21:04,568 - mmaction - INFO - Epoch [22][1300/3757] lr: 1.000e-02, eta: 6 days, 17:49:00, time: 2.173, data_time: 0.009, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7406, loss_cls: 2.1245, loss: 2.1245, grad_norm: 5.6025 2020-07-26 23:21:45,071 - mmaction - INFO - Epoch [22][1320/3757] lr: 1.000e-02, eta: 6 days, 17:48:25, time: 2.023, data_time: 0.004, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7453, loss_cls: 2.1724, loss: 2.1724, grad_norm: 5.5879 2020-07-26 23:22:23,667 - mmaction - INFO - Epoch [22][1340/3757] lr: 1.000e-02, eta: 6 days, 17:47:42, time: 1.926, data_time: 0.008, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7398, loss_cls: 2.1252, loss: 2.1252, grad_norm: 5.4079 2020-07-26 23:23:03,967 - mmaction - INFO - Epoch [22][1360/3757] lr: 1.000e-02, eta: 6 days, 17:47:06, time: 2.022, data_time: 0.009, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7234, loss_cls: 2.2460, loss: 2.2460, grad_norm: 5.5274 2020-07-26 23:23:41,495 - mmaction - INFO - Epoch [22][1380/3757] lr: 1.000e-02, eta: 6 days, 17:46:20, time: 1.872, data_time: 0.005, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7375, loss_cls: 2.1471, loss: 2.1471, grad_norm: 5.6591 2020-07-26 23:24:19,857 - mmaction - INFO - Epoch [22][1400/3757] lr: 1.000e-02, eta: 6 days, 17:45:36, time: 1.920, data_time: 0.009, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7406, loss_cls: 2.1891, loss: 2.1891, grad_norm: 5.5415 2020-07-26 23:24:59,951 - mmaction - INFO - Epoch [22][1420/3757] lr: 1.000e-02, eta: 6 days, 17:44:59, time: 1.996, data_time: 0.005, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7406, loss_cls: 2.1366, loss: 2.1366, grad_norm: 5.5564 2020-07-26 23:25:38,990 - mmaction - INFO - Epoch [22][1440/3757] lr: 1.000e-02, eta: 6 days, 17:44:19, time: 1.963, data_time: 0.013, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7398, loss_cls: 2.1475, loss: 2.1475, grad_norm: 5.5843 2020-07-26 23:26:13,986 - mmaction - INFO - Epoch [22][1460/3757] lr: 1.000e-02, eta: 6 days, 17:43:22, time: 1.739, data_time: 0.112, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7422, loss_cls: 2.1574, loss: 2.1574, grad_norm: 5.4986 2020-07-26 23:26:52,501 - mmaction - INFO - Epoch [22][1480/3757] lr: 1.000e-02, eta: 6 days, 17:42:40, time: 1.935, data_time: 0.369, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7336, loss_cls: 2.1299, loss: 2.1299, grad_norm: 5.5668 2020-07-26 23:27:32,853 - mmaction - INFO - Epoch [22][1500/3757] lr: 1.000e-02, eta: 6 days, 17:42:04, time: 2.011, data_time: 0.009, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7516, loss_cls: 2.1149, loss: 2.1149, grad_norm: 5.4779 2020-07-26 23:28:13,170 - mmaction - INFO - Epoch [22][1520/3757] lr: 1.000e-02, eta: 6 days, 17:41:28, time: 2.023, data_time: 0.229, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7258, loss_cls: 2.1769, loss: 2.1769, grad_norm: 5.5895 2020-07-26 23:28:53,921 - mmaction - INFO - Epoch [22][1540/3757] lr: 1.000e-02, eta: 6 days, 17:40:53, time: 2.036, data_time: 0.908, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7633, loss_cls: 2.0543, loss: 2.0543, grad_norm: 5.4654 2020-07-26 23:29:30,371 - mmaction - INFO - Epoch [22][1560/3757] lr: 1.000e-02, eta: 6 days, 17:40:03, time: 1.824, data_time: 0.616, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7375, loss_cls: 2.1909, loss: 2.1909, grad_norm: 5.5995 2020-07-26 23:30:06,683 - mmaction - INFO - Epoch [22][1580/3757] lr: 1.000e-02, eta: 6 days, 17:39:12, time: 1.816, data_time: 0.107, memory: 5170, top1_acc: 0.4633, top5_acc: 0.7250, loss_cls: 2.2372, loss: 2.2372, grad_norm: 5.6784 2020-07-26 23:30:48,468 - mmaction - INFO - Epoch [22][1600/3757] lr: 1.000e-02, eta: 6 days, 17:38:42, time: 2.089, data_time: 0.069, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7531, loss_cls: 2.1873, loss: 2.1873, grad_norm: 5.4956 2020-07-26 23:31:26,328 - mmaction - INFO - Epoch [22][1620/3757] lr: 1.000e-02, eta: 6 days, 17:37:56, time: 1.892, data_time: 0.008, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7297, loss_cls: 2.2231, loss: 2.2231, grad_norm: 5.4544 2020-07-26 23:32:06,950 - mmaction - INFO - Epoch [22][1640/3757] lr: 1.000e-02, eta: 6 days, 17:37:21, time: 2.028, data_time: 0.005, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7539, loss_cls: 2.1046, loss: 2.1046, grad_norm: 5.5194 2020-07-26 23:32:46,581 - mmaction - INFO - Epoch [22][1660/3757] lr: 1.000e-02, eta: 6 days, 17:36:43, time: 1.985, data_time: 0.010, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7328, loss_cls: 2.2334, loss: 2.2334, grad_norm: 5.5535 2020-07-26 23:33:26,545 - mmaction - INFO - Epoch [22][1680/3757] lr: 1.000e-02, eta: 6 days, 17:36:05, time: 1.999, data_time: 0.004, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7438, loss_cls: 2.1629, loss: 2.1629, grad_norm: 5.6273 2020-07-26 23:34:03,528 - mmaction - INFO - Epoch [22][1700/3757] lr: 1.000e-02, eta: 6 days, 17:35:17, time: 1.848, data_time: 0.129, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7250, loss_cls: 2.1978, loss: 2.1978, grad_norm: 5.4374 2020-07-26 23:34:42,955 - mmaction - INFO - Epoch [22][1720/3757] lr: 1.000e-02, eta: 6 days, 17:34:37, time: 1.971, data_time: 0.211, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7273, loss_cls: 2.2434, loss: 2.2434, grad_norm: 5.6171 2020-07-26 23:35:21,721 - mmaction - INFO - Epoch [22][1740/3757] lr: 1.000e-02, eta: 6 days, 17:33:55, time: 1.934, data_time: 0.024, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7602, loss_cls: 2.1015, loss: 2.1015, grad_norm: 5.5778 2020-07-26 23:35:58,796 - mmaction - INFO - Epoch [22][1760/3757] lr: 1.000e-02, eta: 6 days, 17:33:07, time: 1.857, data_time: 0.355, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7484, loss_cls: 2.1442, loss: 2.1442, grad_norm: 5.6525 2020-07-26 23:36:42,953 - mmaction - INFO - Epoch [22][1780/3757] lr: 1.000e-02, eta: 6 days, 17:32:45, time: 2.204, data_time: 1.340, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7422, loss_cls: 2.2005, loss: 2.2005, grad_norm: 5.4865 2020-07-26 23:37:18,753 - mmaction - INFO - Epoch [22][1800/3757] lr: 1.000e-02, eta: 6 days, 17:31:53, time: 1.795, data_time: 0.633, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7484, loss_cls: 2.1421, loss: 2.1421, grad_norm: 5.5480 2020-07-26 23:37:56,965 - mmaction - INFO - Epoch [22][1820/3757] lr: 1.000e-02, eta: 6 days, 17:31:08, time: 1.905, data_time: 0.230, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7453, loss_cls: 2.1563, loss: 2.1563, grad_norm: 5.7540 2020-07-26 23:38:37,188 - mmaction - INFO - Epoch [22][1840/3757] lr: 1.000e-02, eta: 6 days, 17:30:32, time: 2.018, data_time: 0.216, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7297, loss_cls: 2.2079, loss: 2.2079, grad_norm: 5.5575 2020-07-26 23:39:19,194 - mmaction - INFO - Epoch [22][1860/3757] lr: 1.000e-02, eta: 6 days, 17:30:02, time: 2.094, data_time: 0.007, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7352, loss_cls: 2.1746, loss: 2.1746, grad_norm: 5.4524 2020-07-26 23:39:53,540 - mmaction - INFO - Epoch [22][1880/3757] lr: 1.000e-02, eta: 6 days, 17:29:04, time: 1.723, data_time: 0.010, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7484, loss_cls: 2.1585, loss: 2.1585, grad_norm: 5.6220 2020-07-26 23:40:32,428 - mmaction - INFO - Epoch [22][1900/3757] lr: 1.000e-02, eta: 6 days, 17:28:23, time: 1.939, data_time: 0.613, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7422, loss_cls: 2.1005, loss: 2.1005, grad_norm: 5.5257 2020-07-26 23:41:15,298 - mmaction - INFO - Epoch [22][1920/3757] lr: 1.000e-02, eta: 6 days, 17:27:56, time: 2.149, data_time: 0.271, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7250, loss_cls: 2.2680, loss: 2.2680, grad_norm: 5.5999 2020-07-26 23:41:53,085 - mmaction - INFO - Epoch [22][1940/3757] lr: 1.000e-02, eta: 6 days, 17:27:11, time: 1.889, data_time: 0.008, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7430, loss_cls: 2.1330, loss: 2.1330, grad_norm: 5.4680 2020-07-26 23:42:30,067 - mmaction - INFO - Epoch [22][1960/3757] lr: 1.000e-02, eta: 6 days, 17:26:22, time: 1.850, data_time: 0.003, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7469, loss_cls: 2.1353, loss: 2.1353, grad_norm: 5.4388 2020-07-26 23:43:12,490 - mmaction - INFO - Epoch [22][1980/3757] lr: 1.000e-02, eta: 6 days, 17:25:53, time: 2.113, data_time: 0.003, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7305, loss_cls: 2.2101, loss: 2.2101, grad_norm: 5.6429 2020-07-26 23:43:52,526 - mmaction - INFO - Epoch [22][2000/3757] lr: 1.000e-02, eta: 6 days, 17:25:17, time: 2.009, data_time: 0.011, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7328, loss_cls: 2.1753, loss: 2.1753, grad_norm: 5.6941 2020-07-26 23:44:33,559 - mmaction - INFO - Epoch [22][2020/3757] lr: 1.000e-02, eta: 6 days, 17:24:43, time: 2.050, data_time: 0.054, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7391, loss_cls: 2.1729, loss: 2.1729, grad_norm: 5.6079 2020-07-26 23:45:11,905 - mmaction - INFO - Epoch [22][2040/3757] lr: 1.000e-02, eta: 6 days, 17:24:00, time: 1.919, data_time: 0.005, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7367, loss_cls: 2.1435, loss: 2.1435, grad_norm: 5.3797 2020-07-26 23:45:50,997 - mmaction - INFO - Epoch [22][2060/3757] lr: 1.000e-02, eta: 6 days, 17:23:19, time: 1.950, data_time: 0.004, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7711, loss_cls: 2.0426, loss: 2.0426, grad_norm: 5.5063 2020-07-26 23:46:32,028 - mmaction - INFO - Epoch [22][2080/3757] lr: 1.000e-02, eta: 6 days, 17:22:46, time: 2.056, data_time: 0.013, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7469, loss_cls: 2.1208, loss: 2.1208, grad_norm: 5.6116 2020-07-26 23:47:11,681 - mmaction - INFO - Epoch [22][2100/3757] lr: 1.000e-02, eta: 6 days, 17:22:07, time: 1.979, data_time: 0.009, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7438, loss_cls: 2.1698, loss: 2.1698, grad_norm: 5.7108 2020-07-26 23:47:51,426 - mmaction - INFO - Epoch [22][2120/3757] lr: 1.000e-02, eta: 6 days, 17:21:29, time: 1.990, data_time: 0.009, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7508, loss_cls: 2.1352, loss: 2.1352, grad_norm: 5.5973 2020-07-26 23:48:28,736 - mmaction - INFO - Epoch [22][2140/3757] lr: 1.000e-02, eta: 6 days, 17:20:42, time: 1.866, data_time: 0.008, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7523, loss_cls: 2.1374, loss: 2.1374, grad_norm: 5.5464 2020-07-26 23:49:08,580 - mmaction - INFO - Epoch [22][2160/3757] lr: 1.000e-02, eta: 6 days, 17:20:04, time: 1.990, data_time: 0.010, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7570, loss_cls: 2.0983, loss: 2.0983, grad_norm: 5.5706 2020-07-26 23:49:47,360 - mmaction - INFO - Epoch [22][2180/3757] lr: 1.000e-02, eta: 6 days, 17:19:22, time: 1.941, data_time: 0.010, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7336, loss_cls: 2.1615, loss: 2.1615, grad_norm: 5.5378 2020-07-26 23:50:27,994 - mmaction - INFO - Epoch [22][2200/3757] lr: 1.000e-02, eta: 6 days, 17:18:46, time: 2.024, data_time: 0.010, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7477, loss_cls: 2.1439, loss: 2.1439, grad_norm: 5.4108 2020-07-26 23:51:07,913 - mmaction - INFO - Epoch [22][2220/3757] lr: 1.000e-02, eta: 6 days, 17:18:09, time: 1.997, data_time: 0.011, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7742, loss_cls: 2.0634, loss: 2.0634, grad_norm: 5.4763 2020-07-26 23:51:43,621 - mmaction - INFO - Epoch [22][2240/3757] lr: 1.000e-02, eta: 6 days, 17:17:16, time: 1.792, data_time: 0.010, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7289, loss_cls: 2.2002, loss: 2.2002, grad_norm: 5.4305 2020-07-26 23:52:24,000 - mmaction - INFO - Epoch [22][2260/3757] lr: 1.000e-02, eta: 6 days, 17:16:40, time: 2.011, data_time: 0.008, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7414, loss_cls: 2.1424, loss: 2.1424, grad_norm: 5.6432 2020-07-26 23:53:01,739 - mmaction - INFO - Epoch [22][2280/3757] lr: 1.000e-02, eta: 6 days, 17:15:55, time: 1.895, data_time: 0.011, memory: 5170, top1_acc: 0.4781, top5_acc: 0.7156, loss_cls: 2.2529, loss: 2.2529, grad_norm: 5.5601 2020-07-26 23:53:41,873 - mmaction - INFO - Epoch [22][2300/3757] lr: 1.000e-02, eta: 6 days, 17:15:18, time: 2.003, data_time: 0.008, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7312, loss_cls: 2.1858, loss: 2.1858, grad_norm: 5.6269 2020-07-26 23:54:22,381 - mmaction - INFO - Epoch [22][2320/3757] lr: 1.000e-02, eta: 6 days, 17:14:42, time: 2.020, data_time: 0.015, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7555, loss_cls: 2.1072, loss: 2.1072, grad_norm: 5.4409 2020-07-26 23:55:00,358 - mmaction - INFO - Epoch [22][2340/3757] lr: 1.000e-02, eta: 6 days, 17:13:58, time: 1.908, data_time: 0.013, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7398, loss_cls: 2.1899, loss: 2.1899, grad_norm: 5.6457 2020-07-26 23:55:40,672 - mmaction - INFO - Epoch [22][2360/3757] lr: 1.000e-02, eta: 6 days, 17:13:22, time: 2.015, data_time: 0.007, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7516, loss_cls: 2.0789, loss: 2.0789, grad_norm: 5.4488 2020-07-26 23:56:21,736 - mmaction - INFO - Epoch [22][2380/3757] lr: 1.000e-02, eta: 6 days, 17:12:48, time: 2.056, data_time: 0.009, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7531, loss_cls: 2.1318, loss: 2.1318, grad_norm: 5.4243 2020-07-26 23:57:03,094 - mmaction - INFO - Epoch [22][2400/3757] lr: 1.000e-02, eta: 6 days, 17:12:16, time: 2.066, data_time: 0.007, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7336, loss_cls: 2.1883, loss: 2.1883, grad_norm: 5.6257 2020-07-26 23:57:40,515 - mmaction - INFO - Epoch [22][2420/3757] lr: 1.000e-02, eta: 6 days, 17:11:29, time: 1.871, data_time: 0.004, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7492, loss_cls: 2.1030, loss: 2.1030, grad_norm: 5.4559 2020-07-26 23:58:17,905 - mmaction - INFO - Epoch [22][2440/3757] lr: 1.000e-02, eta: 6 days, 17:10:42, time: 1.868, data_time: 0.010, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7555, loss_cls: 2.1140, loss: 2.1140, grad_norm: 5.5323 2020-07-26 23:58:58,267 - mmaction - INFO - Epoch [22][2460/3757] lr: 1.000e-02, eta: 6 days, 17:10:06, time: 2.011, data_time: 0.011, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7492, loss_cls: 2.1730, loss: 2.1730, grad_norm: 5.5218 2020-07-26 23:59:37,315 - mmaction - INFO - Epoch [22][2480/3757] lr: 1.000e-02, eta: 6 days, 17:09:25, time: 1.959, data_time: 0.329, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7359, loss_cls: 2.1049, loss: 2.1049, grad_norm: 5.2866 2020-07-27 00:00:16,278 - mmaction - INFO - Epoch [22][2500/3757] lr: 1.000e-02, eta: 6 days, 17:08:44, time: 1.940, data_time: 1.188, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7469, loss_cls: 2.1510, loss: 2.1510, grad_norm: 5.5124 2020-07-27 00:00:55,051 - mmaction - INFO - Epoch [22][2520/3757] lr: 1.000e-02, eta: 6 days, 17:08:03, time: 1.949, data_time: 0.476, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7594, loss_cls: 2.0826, loss: 2.0826, grad_norm: 5.4488 2020-07-27 00:01:31,531 - mmaction - INFO - Epoch [22][2540/3757] lr: 1.000e-02, eta: 6 days, 17:07:13, time: 1.822, data_time: 0.334, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7383, loss_cls: 2.1784, loss: 2.1784, grad_norm: 5.7114 2020-07-27 00:02:09,785 - mmaction - INFO - Epoch [22][2560/3757] lr: 1.000e-02, eta: 6 days, 17:06:29, time: 1.913, data_time: 0.432, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7273, loss_cls: 2.2441, loss: 2.2441, grad_norm: 5.5404 2020-07-27 00:02:48,212 - mmaction - INFO - Epoch [22][2580/3757] lr: 1.000e-02, eta: 6 days, 17:05:46, time: 1.922, data_time: 0.067, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7430, loss_cls: 2.1486, loss: 2.1486, grad_norm: 5.4540 2020-07-27 00:03:28,209 - mmaction - INFO - Epoch [22][2600/3757] lr: 1.000e-02, eta: 6 days, 17:05:08, time: 1.991, data_time: 0.422, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7539, loss_cls: 2.1652, loss: 2.1652, grad_norm: 5.5348 2020-07-27 00:04:06,615 - mmaction - INFO - Epoch [22][2620/3757] lr: 1.000e-02, eta: 6 days, 17:04:26, time: 1.930, data_time: 0.012, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7586, loss_cls: 2.1243, loss: 2.1243, grad_norm: 5.5401 2020-07-27 00:04:48,984 - mmaction - INFO - Epoch [22][2640/3757] lr: 1.000e-02, eta: 6 days, 17:03:57, time: 2.116, data_time: 0.002, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7469, loss_cls: 2.1111, loss: 2.1111, grad_norm: 5.5162 2020-07-27 00:05:27,447 - mmaction - INFO - Epoch [22][2660/3757] lr: 1.000e-02, eta: 6 days, 17:03:13, time: 1.919, data_time: 0.005, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7297, loss_cls: 2.2508, loss: 2.2508, grad_norm: 5.6190 2020-07-27 00:06:05,862 - mmaction - INFO - Epoch [22][2680/3757] lr: 1.000e-02, eta: 6 days, 17:02:31, time: 1.927, data_time: 0.010, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7320, loss_cls: 2.2018, loss: 2.2018, grad_norm: 5.5993 2020-07-27 00:06:45,549 - mmaction - INFO - Epoch [22][2700/3757] lr: 1.000e-02, eta: 6 days, 17:01:52, time: 1.983, data_time: 0.007, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7289, loss_cls: 2.2396, loss: 2.2396, grad_norm: 5.7797 2020-07-27 00:07:24,705 - mmaction - INFO - Epoch [22][2720/3757] lr: 1.000e-02, eta: 6 days, 17:01:11, time: 1.953, data_time: 0.010, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7609, loss_cls: 2.0353, loss: 2.0353, grad_norm: 5.3978 2020-07-27 00:08:00,521 - mmaction - INFO - Epoch [22][2740/3757] lr: 1.000e-02, eta: 6 days, 17:00:19, time: 1.796, data_time: 0.010, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7484, loss_cls: 2.1134, loss: 2.1134, grad_norm: 5.7092 2020-07-27 00:08:41,667 - mmaction - INFO - Epoch [22][2760/3757] lr: 1.000e-02, eta: 6 days, 16:59:46, time: 2.051, data_time: 0.004, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7141, loss_cls: 2.2685, loss: 2.2685, grad_norm: 5.6980 2020-07-27 00:09:20,183 - mmaction - INFO - Epoch [22][2780/3757] lr: 1.000e-02, eta: 6 days, 16:59:04, time: 1.933, data_time: 0.122, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7461, loss_cls: 2.1406, loss: 2.1406, grad_norm: 5.5812 2020-07-27 00:09:58,879 - mmaction - INFO - Epoch [22][2800/3757] lr: 1.000e-02, eta: 6 days, 16:58:21, time: 1.929, data_time: 0.521, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7352, loss_cls: 2.1838, loss: 2.1838, grad_norm: 5.5844 2020-07-27 00:10:38,729 - mmaction - INFO - Epoch [22][2820/3757] lr: 1.000e-02, eta: 6 days, 16:57:44, time: 1.997, data_time: 0.561, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7391, loss_cls: 2.2093, loss: 2.2093, grad_norm: 5.5484 2020-07-27 00:11:16,502 - mmaction - INFO - Epoch [22][2840/3757] lr: 1.000e-02, eta: 6 days, 16:56:58, time: 1.884, data_time: 0.170, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7328, loss_cls: 2.1609, loss: 2.1609, grad_norm: 5.5521 2020-07-27 00:11:58,434 - mmaction - INFO - Epoch [22][2860/3757] lr: 1.000e-02, eta: 6 days, 16:56:28, time: 2.103, data_time: 0.139, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7312, loss_cls: 2.2082, loss: 2.2082, grad_norm: 5.6979 2020-07-27 00:12:38,043 - mmaction - INFO - Epoch [22][2880/3757] lr: 1.000e-02, eta: 6 days, 16:55:49, time: 1.978, data_time: 0.014, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7547, loss_cls: 2.1231, loss: 2.1231, grad_norm: 5.5719 2020-07-27 00:13:17,399 - mmaction - INFO - Epoch [22][2900/3757] lr: 1.000e-02, eta: 6 days, 16:55:09, time: 1.968, data_time: 0.005, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7188, loss_cls: 2.3238, loss: 2.3238, grad_norm: 5.7525 2020-07-27 00:13:53,390 - mmaction - INFO - Epoch [22][2920/3757] lr: 1.000e-02, eta: 6 days, 16:54:17, time: 1.794, data_time: 0.012, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7469, loss_cls: 2.1886, loss: 2.1886, grad_norm: 5.4950 2020-07-27 00:14:31,485 - mmaction - INFO - Epoch [22][2940/3757] lr: 1.000e-02, eta: 6 days, 16:53:34, time: 1.911, data_time: 0.011, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7359, loss_cls: 2.2079, loss: 2.2079, grad_norm: 5.6244 2020-07-27 00:15:13,008 - mmaction - INFO - Epoch [22][2960/3757] lr: 1.000e-02, eta: 6 days, 16:53:01, time: 2.070, data_time: 0.003, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7750, loss_cls: 2.0649, loss: 2.0649, grad_norm: 5.5778 2020-07-27 00:15:50,616 - mmaction - INFO - Epoch [22][2980/3757] lr: 1.000e-02, eta: 6 days, 16:52:16, time: 1.886, data_time: 0.012, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7547, loss_cls: 2.0956, loss: 2.0956, grad_norm: 5.3766 2020-07-27 00:16:31,180 - mmaction - INFO - Epoch [22][3000/3757] lr: 1.000e-02, eta: 6 days, 16:51:40, time: 2.027, data_time: 0.003, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7336, loss_cls: 2.2559, loss: 2.2559, grad_norm: 5.6964 2020-07-27 00:17:07,246 - mmaction - INFO - Epoch [22][3020/3757] lr: 1.000e-02, eta: 6 days, 16:50:48, time: 1.797, data_time: 0.010, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7516, loss_cls: 2.1163, loss: 2.1163, grad_norm: 5.5989 2020-07-27 00:17:45,969 - mmaction - INFO - Epoch [22][3040/3757] lr: 1.000e-02, eta: 6 days, 16:50:07, time: 1.939, data_time: 0.231, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7227, loss_cls: 2.2404, loss: 2.2404, grad_norm: 5.7052 2020-07-27 00:18:27,507 - mmaction - INFO - Epoch [22][3060/3757] lr: 1.000e-02, eta: 6 days, 16:49:35, time: 2.080, data_time: 0.548, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7445, loss_cls: 2.1469, loss: 2.1469, grad_norm: 5.4709 2020-07-27 00:19:06,544 - mmaction - INFO - Epoch [22][3080/3757] lr: 1.000e-02, eta: 6 days, 16:48:54, time: 1.946, data_time: 1.346, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7383, loss_cls: 2.2082, loss: 2.2082, grad_norm: 5.5798 2020-07-27 00:19:47,919 - mmaction - INFO - Epoch [22][3100/3757] lr: 1.000e-02, eta: 6 days, 16:48:22, time: 2.075, data_time: 1.426, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7617, loss_cls: 2.0723, loss: 2.0723, grad_norm: 5.4647 2020-07-27 00:20:23,339 - mmaction - INFO - Epoch [22][3120/3757] lr: 1.000e-02, eta: 6 days, 16:47:28, time: 1.767, data_time: 1.090, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7352, loss_cls: 2.1954, loss: 2.1954, grad_norm: 5.6765 2020-07-27 00:21:03,407 - mmaction - INFO - Epoch [22][3140/3757] lr: 1.000e-02, eta: 6 days, 16:46:51, time: 2.009, data_time: 0.160, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7531, loss_cls: 2.0796, loss: 2.0796, grad_norm: 5.4993 2020-07-27 00:21:40,211 - mmaction - INFO - Epoch [22][3160/3757] lr: 1.000e-02, eta: 6 days, 16:46:02, time: 1.842, data_time: 0.125, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7406, loss_cls: 2.2258, loss: 2.2258, grad_norm: 5.7507 2020-07-27 00:22:20,690 - mmaction - INFO - Epoch [22][3180/3757] lr: 1.000e-02, eta: 6 days, 16:45:26, time: 2.016, data_time: 0.842, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7297, loss_cls: 2.2034, loss: 2.2034, grad_norm: 5.5882 2020-07-27 00:23:01,096 - mmaction - INFO - Epoch [22][3200/3757] lr: 1.000e-02, eta: 6 days, 16:44:51, time: 2.028, data_time: 1.314, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7242, loss_cls: 2.2811, loss: 2.2811, grad_norm: 5.5862 2020-07-27 00:23:37,061 - mmaction - INFO - Epoch [22][3220/3757] lr: 1.000e-02, eta: 6 days, 16:43:59, time: 1.790, data_time: 0.273, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7367, loss_cls: 2.1150, loss: 2.1150, grad_norm: 5.4010 2020-07-27 00:24:16,925 - mmaction - INFO - Epoch [22][3240/3757] lr: 1.000e-02, eta: 6 days, 16:43:21, time: 1.995, data_time: 0.030, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7500, loss_cls: 2.1620, loss: 2.1620, grad_norm: 5.5406 2020-07-27 00:24:54,496 - mmaction - INFO - Epoch [22][3260/3757] lr: 1.000e-02, eta: 6 days, 16:42:35, time: 1.882, data_time: 0.022, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7375, loss_cls: 2.1180, loss: 2.1180, grad_norm: 5.3164 2020-07-27 00:25:37,952 - mmaction - INFO - Epoch [22][3280/3757] lr: 1.000e-02, eta: 6 days, 16:42:10, time: 2.176, data_time: 0.009, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7477, loss_cls: 2.0912, loss: 2.0912, grad_norm: 5.3801 2020-07-27 00:26:16,354 - mmaction - INFO - Epoch [22][3300/3757] lr: 1.000e-02, eta: 6 days, 16:41:27, time: 1.920, data_time: 0.003, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7469, loss_cls: 2.1348, loss: 2.1348, grad_norm: 5.5099 2020-07-27 00:26:53,299 - mmaction - INFO - Epoch [22][3320/3757] lr: 1.000e-02, eta: 6 days, 16:40:38, time: 1.840, data_time: 0.009, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7531, loss_cls: 2.1313, loss: 2.1313, grad_norm: 5.3685 2020-07-27 00:27:30,860 - mmaction - INFO - Epoch [22][3340/3757] lr: 1.000e-02, eta: 6 days, 16:39:53, time: 1.886, data_time: 0.015, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7547, loss_cls: 2.1737, loss: 2.1737, grad_norm: 5.4154 2020-07-27 00:28:12,132 - mmaction - INFO - Epoch [22][3360/3757] lr: 1.000e-02, eta: 6 days, 16:39:20, time: 2.058, data_time: 0.006, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7492, loss_cls: 2.0950, loss: 2.0950, grad_norm: 5.5405 2020-07-27 00:28:50,251 - mmaction - INFO - Epoch [22][3380/3757] lr: 1.000e-02, eta: 6 days, 16:38:36, time: 1.912, data_time: 0.011, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7273, loss_cls: 2.2204, loss: 2.2204, grad_norm: 5.6917 2020-07-27 00:29:29,374 - mmaction - INFO - Epoch [22][3400/3757] lr: 1.000e-02, eta: 6 days, 16:37:55, time: 1.949, data_time: 0.009, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7375, loss_cls: 2.1499, loss: 2.1499, grad_norm: 5.4197 2020-07-27 00:30:11,904 - mmaction - INFO - Epoch [22][3420/3757] lr: 1.000e-02, eta: 6 days, 16:37:27, time: 2.132, data_time: 0.010, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7547, loss_cls: 2.0853, loss: 2.0853, grad_norm: 5.4329 2020-07-27 00:30:47,627 - mmaction - INFO - Epoch [22][3440/3757] lr: 1.000e-02, eta: 6 days, 16:36:35, time: 1.786, data_time: 0.004, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7703, loss_cls: 2.0691, loss: 2.0691, grad_norm: 5.5594 2020-07-27 00:31:26,842 - mmaction - INFO - Epoch [22][3460/3757] lr: 1.000e-02, eta: 6 days, 16:35:54, time: 1.950, data_time: 0.010, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7453, loss_cls: 2.1203, loss: 2.1203, grad_norm: 5.5339 2020-07-27 00:32:07,788 - mmaction - INFO - Epoch [22][3480/3757] lr: 1.000e-02, eta: 6 days, 16:35:20, time: 2.054, data_time: 0.131, memory: 5170, top1_acc: 0.4695, top5_acc: 0.7305, loss_cls: 2.2333, loss: 2.2333, grad_norm: 5.6499 2020-07-27 00:32:46,660 - mmaction - INFO - Epoch [22][3500/3757] lr: 1.000e-02, eta: 6 days, 16:34:39, time: 1.947, data_time: 0.546, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7555, loss_cls: 2.1345, loss: 2.1345, grad_norm: 5.4524 2020-07-27 00:33:23,702 - mmaction - INFO - Epoch [22][3520/3757] lr: 1.000e-02, eta: 6 days, 16:33:51, time: 1.847, data_time: 0.215, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7523, loss_cls: 2.1192, loss: 2.1192, grad_norm: 5.4770 2020-07-27 00:34:04,512 - mmaction - INFO - Epoch [22][3540/3757] lr: 1.000e-02, eta: 6 days, 16:33:17, time: 2.047, data_time: 1.098, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7359, loss_cls: 2.1558, loss: 2.1558, grad_norm: 5.5464 2020-07-27 00:34:43,767 - mmaction - INFO - Epoch [22][3560/3757] lr: 1.000e-02, eta: 6 days, 16:32:37, time: 1.962, data_time: 1.172, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7609, loss_cls: 2.0689, loss: 2.0689, grad_norm: 5.3764 2020-07-27 00:35:23,287 - mmaction - INFO - Epoch [22][3580/3757] lr: 1.000e-02, eta: 6 days, 16:31:57, time: 1.973, data_time: 1.409, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7492, loss_cls: 2.1625, loss: 2.1625, grad_norm: 5.5173 2020-07-27 00:36:02,184 - mmaction - INFO - Epoch [22][3600/3757] lr: 1.000e-02, eta: 6 days, 16:31:16, time: 1.943, data_time: 1.206, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7633, loss_cls: 2.0167, loss: 2.0167, grad_norm: 5.3216 2020-07-27 00:36:42,635 - mmaction - INFO - Epoch [22][3620/3757] lr: 1.000e-02, eta: 6 days, 16:30:41, time: 2.029, data_time: 1.351, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7445, loss_cls: 2.1717, loss: 2.1717, grad_norm: 5.6774 2020-07-27 00:37:19,151 - mmaction - INFO - Epoch [22][3640/3757] lr: 1.000e-02, eta: 6 days, 16:29:50, time: 1.815, data_time: 1.230, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7250, loss_cls: 2.2500, loss: 2.2500, grad_norm: 5.6344 2020-07-27 00:37:59,274 - mmaction - INFO - Epoch [22][3660/3757] lr: 1.000e-02, eta: 6 days, 16:29:14, time: 2.009, data_time: 0.237, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7594, loss_cls: 2.0397, loss: 2.0397, grad_norm: 5.4456 2020-07-27 00:38:38,946 - mmaction - INFO - Epoch [22][3680/3757] lr: 1.000e-02, eta: 6 days, 16:28:35, time: 1.985, data_time: 0.019, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7336, loss_cls: 2.2379, loss: 2.2379, grad_norm: 5.8819 2020-07-27 00:39:17,320 - mmaction - INFO - Epoch [22][3700/3757] lr: 1.000e-02, eta: 6 days, 16:27:52, time: 1.921, data_time: 0.013, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7320, loss_cls: 2.1378, loss: 2.1378, grad_norm: 5.3935 2020-07-27 00:39:54,713 - mmaction - INFO - Epoch [22][3720/3757] lr: 1.000e-02, eta: 6 days, 16:27:06, time: 1.874, data_time: 0.018, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7664, loss_cls: 2.0785, loss: 2.0785, grad_norm: 5.5452 2020-07-27 00:40:36,466 - mmaction - INFO - Epoch [22][3740/3757] lr: 1.000e-02, eta: 6 days, 16:26:34, time: 2.081, data_time: 0.028, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7359, loss_cls: 2.2618, loss: 2.2618, grad_norm: 5.6771 2020-07-27 00:40:59,026 - mmaction - INFO - Saving checkpoint at 22 epochs 2020-07-27 00:41:54,324 - mmaction - INFO - Epoch [23][20/3757] lr: 1.000e-02, eta: 6 days, 16:24:14, time: 2.699, data_time: 0.874, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7555, loss_cls: 2.1342, loss: 2.1342, grad_norm: 5.4921 2020-07-27 00:42:35,323 - mmaction - INFO - Epoch [23][40/3757] lr: 1.000e-02, eta: 6 days, 16:23:41, time: 2.055, data_time: 0.015, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7391, loss_cls: 2.1404, loss: 2.1404, grad_norm: 5.5935 2020-07-27 00:43:15,453 - mmaction - INFO - Epoch [23][60/3757] lr: 1.000e-02, eta: 6 days, 16:23:04, time: 2.007, data_time: 0.003, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7555, loss_cls: 2.1204, loss: 2.1204, grad_norm: 5.5577 2020-07-27 00:43:55,384 - mmaction - INFO - Epoch [23][80/3757] lr: 1.000e-02, eta: 6 days, 16:22:26, time: 1.992, data_time: 0.008, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7562, loss_cls: 2.0524, loss: 2.0524, grad_norm: 5.5242 2020-07-27 00:44:33,371 - mmaction - INFO - Epoch [23][100/3757] lr: 1.000e-02, eta: 6 days, 16:21:42, time: 1.904, data_time: 0.010, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7406, loss_cls: 2.1361, loss: 2.1361, grad_norm: 5.4201 2020-07-27 00:45:11,758 - mmaction - INFO - Epoch [23][120/3757] lr: 1.000e-02, eta: 6 days, 16:20:59, time: 1.920, data_time: 0.008, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7430, loss_cls: 2.1218, loss: 2.1218, grad_norm: 5.5127 2020-07-27 00:45:53,250 - mmaction - INFO - Epoch [23][140/3757] lr: 1.000e-02, eta: 6 days, 16:20:27, time: 2.074, data_time: 0.010, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7445, loss_cls: 2.1422, loss: 2.1422, grad_norm: 5.5532 2020-07-27 00:46:32,197 - mmaction - INFO - Epoch [23][160/3757] lr: 1.000e-02, eta: 6 days, 16:19:45, time: 1.944, data_time: 0.003, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7438, loss_cls: 2.1698, loss: 2.1698, grad_norm: 5.5929 2020-07-27 00:47:08,128 - mmaction - INFO - Epoch [23][180/3757] lr: 1.000e-02, eta: 6 days, 16:18:54, time: 1.799, data_time: 0.007, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7414, loss_cls: 2.1126, loss: 2.1126, grad_norm: 5.6000 2020-07-27 00:47:50,995 - mmaction - INFO - Epoch [23][200/3757] lr: 1.000e-02, eta: 6 days, 16:18:26, time: 2.133, data_time: 0.011, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7445, loss_cls: 2.1115, loss: 2.1115, grad_norm: 5.4325 2020-07-27 00:48:28,017 - mmaction - INFO - Epoch [23][220/3757] lr: 1.000e-02, eta: 6 days, 16:17:39, time: 1.861, data_time: 0.014, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7508, loss_cls: 2.0894, loss: 2.0894, grad_norm: 5.4804 2020-07-27 00:49:07,207 - mmaction - INFO - Epoch [23][240/3757] lr: 1.000e-02, eta: 6 days, 16:16:58, time: 1.958, data_time: 0.009, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7555, loss_cls: 2.0993, loss: 2.0993, grad_norm: 5.5821 2020-07-27 00:49:48,072 - mmaction - INFO - Epoch [23][260/3757] lr: 1.000e-02, eta: 6 days, 16:16:24, time: 2.046, data_time: 0.014, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7562, loss_cls: 2.0860, loss: 2.0860, grad_norm: 5.5988 2020-07-27 00:50:23,734 - mmaction - INFO - Epoch [23][280/3757] lr: 1.000e-02, eta: 6 days, 16:15:31, time: 1.780, data_time: 0.019, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7641, loss_cls: 2.0850, loss: 2.0850, grad_norm: 5.5313 2020-07-27 00:51:03,279 - mmaction - INFO - Epoch [23][300/3757] lr: 1.000e-02, eta: 6 days, 16:14:53, time: 1.980, data_time: 0.370, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7680, loss_cls: 2.0289, loss: 2.0289, grad_norm: 5.4096 2020-07-27 00:51:42,414 - mmaction - INFO - Epoch [23][320/3757] lr: 1.000e-02, eta: 6 days, 16:14:12, time: 1.954, data_time: 1.179, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7398, loss_cls: 2.1456, loss: 2.1456, grad_norm: 5.5784 2020-07-27 00:52:22,528 - mmaction - INFO - Epoch [23][340/3757] lr: 1.000e-02, eta: 6 days, 16:13:35, time: 2.004, data_time: 1.330, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7492, loss_cls: 2.1253, loss: 2.1253, grad_norm: 5.3570 2020-07-27 00:52:59,101 - mmaction - INFO - Epoch [23][360/3757] lr: 1.000e-02, eta: 6 days, 16:12:46, time: 1.829, data_time: 0.331, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7578, loss_cls: 2.0673, loss: 2.0673, grad_norm: 5.4522 2020-07-27 00:53:40,791 - mmaction - INFO - Epoch [23][380/3757] lr: 1.000e-02, eta: 6 days, 16:12:15, time: 2.088, data_time: 0.366, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7469, loss_cls: 2.0935, loss: 2.0935, grad_norm: 5.5945 2020-07-27 00:54:18,959 - mmaction - INFO - Epoch [23][400/3757] lr: 1.000e-02, eta: 6 days, 16:11:30, time: 1.900, data_time: 0.239, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7594, loss_cls: 2.0966, loss: 2.0966, grad_norm: 5.4540 2020-07-27 00:55:00,987 - mmaction - INFO - Epoch [23][420/3757] lr: 1.000e-02, eta: 6 days, 16:11:01, time: 2.111, data_time: 0.013, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7398, loss_cls: 2.1718, loss: 2.1718, grad_norm: 5.5581 2020-07-27 00:55:38,600 - mmaction - INFO - Epoch [23][440/3757] lr: 1.000e-02, eta: 6 days, 16:10:15, time: 1.881, data_time: 0.019, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7320, loss_cls: 2.2130, loss: 2.2130, grad_norm: 5.3288 2020-07-27 00:56:16,529 - mmaction - INFO - Epoch [23][460/3757] lr: 1.000e-02, eta: 6 days, 16:09:30, time: 1.891, data_time: 0.008, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.1583, loss: 2.1583, grad_norm: 5.4497 2020-07-27 00:56:57,857 - mmaction - INFO - Epoch [23][480/3757] lr: 1.000e-02, eta: 6 days, 16:08:57, time: 2.067, data_time: 0.466, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7516, loss_cls: 2.0526, loss: 2.0526, grad_norm: 5.3486 2020-07-27 00:57:36,212 - mmaction - INFO - Epoch [23][500/3757] lr: 1.000e-02, eta: 6 days, 16:08:14, time: 1.922, data_time: 0.137, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7461, loss_cls: 2.1266, loss: 2.1266, grad_norm: 5.4786 2020-07-27 00:58:16,403 - mmaction - INFO - Epoch [23][520/3757] lr: 1.000e-02, eta: 6 days, 16:07:37, time: 2.000, data_time: 0.007, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7383, loss_cls: 2.1661, loss: 2.1661, grad_norm: 5.5477 2020-07-27 00:58:55,431 - mmaction - INFO - Epoch [23][540/3757] lr: 1.000e-02, eta: 6 days, 16:06:57, time: 1.954, data_time: 0.037, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7586, loss_cls: 2.1190, loss: 2.1190, grad_norm: 5.5435 2020-07-27 00:59:37,761 - mmaction - INFO - Epoch [23][560/3757] lr: 1.000e-02, eta: 6 days, 16:06:28, time: 2.121, data_time: 0.009, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7344, loss_cls: 2.1658, loss: 2.1658, grad_norm: 5.5922 2020-07-27 01:00:13,269 - mmaction - INFO - Epoch [23][580/3757] lr: 1.000e-02, eta: 6 days, 16:05:34, time: 1.766, data_time: 0.010, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7219, loss_cls: 2.2123, loss: 2.2123, grad_norm: 5.3389 2020-07-27 01:00:54,615 - mmaction - INFO - Epoch [23][600/3757] lr: 1.000e-02, eta: 6 days, 16:05:02, time: 2.077, data_time: 0.026, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7602, loss_cls: 2.0509, loss: 2.0509, grad_norm: 5.3007 2020-07-27 01:01:33,831 - mmaction - INFO - Epoch [23][620/3757] lr: 1.000e-02, eta: 6 days, 16:04:22, time: 1.962, data_time: 0.010, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7445, loss_cls: 2.1232, loss: 2.1232, grad_norm: 5.6181 2020-07-27 01:02:14,309 - mmaction - INFO - Epoch [23][640/3757] lr: 1.000e-02, eta: 6 days, 16:03:46, time: 2.016, data_time: 0.003, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7422, loss_cls: 2.1184, loss: 2.1184, grad_norm: 5.5103 2020-07-27 01:02:49,793 - mmaction - INFO - Epoch [23][660/3757] lr: 1.000e-02, eta: 6 days, 16:02:53, time: 1.779, data_time: 0.010, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7547, loss_cls: 2.1334, loss: 2.1334, grad_norm: 5.5383 2020-07-27 01:03:31,456 - mmaction - INFO - Epoch [23][680/3757] lr: 1.000e-02, eta: 6 days, 16:02:21, time: 2.085, data_time: 0.006, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7703, loss_cls: 2.0166, loss: 2.0166, grad_norm: 5.5061 2020-07-27 01:04:10,544 - mmaction - INFO - Epoch [23][700/3757] lr: 1.000e-02, eta: 6 days, 16:01:41, time: 1.955, data_time: 0.358, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7500, loss_cls: 2.1446, loss: 2.1446, grad_norm: 5.5772 2020-07-27 01:04:49,179 - mmaction - INFO - Epoch [23][720/3757] lr: 1.000e-02, eta: 6 days, 16:00:59, time: 1.931, data_time: 1.242, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7312, loss_cls: 2.3139, loss: 2.3139, grad_norm: 5.6667 2020-07-27 01:05:31,947 - mmaction - INFO - Epoch [23][740/3757] lr: 1.000e-02, eta: 6 days, 16:00:31, time: 2.135, data_time: 1.526, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7398, loss_cls: 2.1098, loss: 2.1098, grad_norm: 5.5128 2020-07-27 01:06:08,619 - mmaction - INFO - Epoch [23][760/3757] lr: 1.000e-02, eta: 6 days, 15:59:42, time: 1.838, data_time: 1.129, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7438, loss_cls: 2.1602, loss: 2.1602, grad_norm: 5.7261 2020-07-27 01:06:45,807 - mmaction - INFO - Epoch [23][780/3757] lr: 1.000e-02, eta: 6 days, 15:58:55, time: 1.857, data_time: 0.856, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.1304, loss: 2.1304, grad_norm: 5.6030 2020-07-27 01:07:23,858 - mmaction - INFO - Epoch [23][800/3757] lr: 1.000e-02, eta: 6 days, 15:58:10, time: 1.898, data_time: 0.596, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7383, loss_cls: 2.1896, loss: 2.1896, grad_norm: 5.5806 2020-07-27 01:08:01,920 - mmaction - INFO - Epoch [23][820/3757] lr: 1.000e-02, eta: 6 days, 15:57:27, time: 1.911, data_time: 0.160, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7273, loss_cls: 2.2815, loss: 2.2815, grad_norm: 5.7112 2020-07-27 01:08:40,801 - mmaction - INFO - Epoch [23][840/3757] lr: 1.000e-02, eta: 6 days, 15:56:45, time: 1.941, data_time: 0.262, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7312, loss_cls: 2.1591, loss: 2.1591, grad_norm: 5.5170 2020-07-27 01:09:21,543 - mmaction - INFO - Epoch [23][860/3757] lr: 1.000e-02, eta: 6 days, 15:56:11, time: 2.040, data_time: 0.143, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7367, loss_cls: 2.1591, loss: 2.1591, grad_norm: 5.4984 2020-07-27 01:09:58,176 - mmaction - INFO - Epoch [23][880/3757] lr: 1.000e-02, eta: 6 days, 15:55:22, time: 1.832, data_time: 0.107, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7867, loss_cls: 1.9907, loss: 1.9907, grad_norm: 5.4758 2020-07-27 01:10:37,206 - mmaction - INFO - Epoch [23][900/3757] lr: 1.000e-02, eta: 6 days, 15:54:40, time: 1.947, data_time: 0.079, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7273, loss_cls: 2.2468, loss: 2.2468, grad_norm: 5.7070 2020-07-27 01:11:17,470 - mmaction - INFO - Epoch [23][920/3757] lr: 1.000e-02, eta: 6 days, 15:54:04, time: 2.016, data_time: 0.025, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7289, loss_cls: 2.1679, loss: 2.1679, grad_norm: 5.5590 2020-07-27 01:11:59,152 - mmaction - INFO - Epoch [23][940/3757] lr: 1.000e-02, eta: 6 days, 15:53:32, time: 2.080, data_time: 0.010, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7336, loss_cls: 2.1671, loss: 2.1671, grad_norm: 5.6897 2020-07-27 01:12:36,955 - mmaction - INFO - Epoch [23][960/3757] lr: 1.000e-02, eta: 6 days, 15:52:48, time: 1.894, data_time: 0.011, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7539, loss_cls: 2.1529, loss: 2.1529, grad_norm: 5.5273 2020-07-27 01:13:15,428 - mmaction - INFO - Epoch [23][980/3757] lr: 1.000e-02, eta: 6 days, 15:52:05, time: 1.920, data_time: 0.436, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7523, loss_cls: 2.1434, loss: 2.1434, grad_norm: 5.5881 2020-07-27 01:13:55,128 - mmaction - INFO - Epoch [23][1000/3757] lr: 1.000e-02, eta: 6 days, 15:51:27, time: 1.989, data_time: 0.483, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7570, loss_cls: 2.0085, loss: 2.0085, grad_norm: 5.3877 2020-07-27 01:14:31,356 - mmaction - INFO - Epoch [23][1020/3757] lr: 1.000e-02, eta: 6 days, 15:50:36, time: 1.813, data_time: 0.010, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7570, loss_cls: 2.0773, loss: 2.0773, grad_norm: 5.5825 2020-07-27 01:15:14,485 - mmaction - INFO - Epoch [23][1040/3757] lr: 1.000e-02, eta: 6 days, 15:50:09, time: 2.148, data_time: 0.521, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7438, loss_cls: 2.1531, loss: 2.1531, grad_norm: 5.5896 2020-07-27 01:15:50,683 - mmaction - INFO - Epoch [23][1060/3757] lr: 1.000e-02, eta: 6 days, 15:49:19, time: 1.814, data_time: 0.209, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7305, loss_cls: 2.1474, loss: 2.1474, grad_norm: 5.6960 2020-07-27 01:16:28,524 - mmaction - INFO - Epoch [23][1080/3757] lr: 1.000e-02, eta: 6 days, 15:48:34, time: 1.889, data_time: 0.012, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7367, loss_cls: 2.1994, loss: 2.1994, grad_norm: 5.6303 2020-07-27 01:17:07,987 - mmaction - INFO - Epoch [23][1100/3757] lr: 1.000e-02, eta: 6 days, 15:47:55, time: 1.976, data_time: 0.010, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7227, loss_cls: 2.2181, loss: 2.2181, grad_norm: 5.5037 2020-07-27 01:17:45,901 - mmaction - INFO - Epoch [23][1120/3757] lr: 1.000e-02, eta: 6 days, 15:47:10, time: 1.897, data_time: 0.048, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7453, loss_cls: 2.1154, loss: 2.1154, grad_norm: 5.4823 2020-07-27 01:18:25,356 - mmaction - INFO - Epoch [23][1140/3757] lr: 1.000e-02, eta: 6 days, 15:46:31, time: 1.972, data_time: 0.006, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7336, loss_cls: 2.1358, loss: 2.1358, grad_norm: 5.6006 2020-07-27 01:19:05,561 - mmaction - INFO - Epoch [23][1160/3757] lr: 1.000e-02, eta: 6 days, 15:45:54, time: 2.006, data_time: 0.008, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7453, loss_cls: 2.0974, loss: 2.0974, grad_norm: 5.5415 2020-07-27 01:19:47,634 - mmaction - INFO - Epoch [23][1180/3757] lr: 1.000e-02, eta: 6 days, 15:45:24, time: 2.111, data_time: 0.118, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7484, loss_cls: 2.0996, loss: 2.0996, grad_norm: 5.4727 2020-07-27 01:20:26,889 - mmaction - INFO - Epoch [23][1200/3757] lr: 1.000e-02, eta: 6 days, 15:44:44, time: 1.960, data_time: 0.008, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7359, loss_cls: 2.1715, loss: 2.1715, grad_norm: 5.4902 2020-07-27 01:21:07,046 - mmaction - INFO - Epoch [23][1220/3757] lr: 1.000e-02, eta: 6 days, 15:44:07, time: 2.009, data_time: 0.009, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7484, loss_cls: 2.0973, loss: 2.0973, grad_norm: 5.5228 2020-07-27 01:21:42,367 - mmaction - INFO - Epoch [23][1240/3757] lr: 1.000e-02, eta: 6 days, 15:43:14, time: 1.764, data_time: 0.010, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7414, loss_cls: 2.1876, loss: 2.1876, grad_norm: 5.6538 2020-07-27 01:22:22,925 - mmaction - INFO - Epoch [23][1260/3757] lr: 1.000e-02, eta: 6 days, 15:42:38, time: 2.028, data_time: 0.008, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7633, loss_cls: 2.0624, loss: 2.0624, grad_norm: 5.4692 2020-07-27 01:23:00,753 - mmaction - INFO - Epoch [23][1280/3757] lr: 1.000e-02, eta: 6 days, 15:41:54, time: 1.895, data_time: 0.007, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7320, loss_cls: 2.1782, loss: 2.1782, grad_norm: 5.5112 2020-07-27 01:23:42,181 - mmaction - INFO - Epoch [23][1300/3757] lr: 1.000e-02, eta: 6 days, 15:41:21, time: 2.072, data_time: 0.026, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7602, loss_cls: 2.0534, loss: 2.0534, grad_norm: 5.4060 2020-07-27 01:24:18,530 - mmaction - INFO - Epoch [23][1320/3757] lr: 1.000e-02, eta: 6 days, 15:40:31, time: 1.813, data_time: 0.408, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7633, loss_cls: 2.0215, loss: 2.0215, grad_norm: 5.4232 2020-07-27 01:25:00,352 - mmaction - INFO - Epoch [23][1340/3757] lr: 1.000e-02, eta: 6 days, 15:40:00, time: 2.096, data_time: 0.267, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7516, loss_cls: 2.1058, loss: 2.1058, grad_norm: 5.4504 2020-07-27 01:25:39,204 - mmaction - INFO - Epoch [23][1360/3757] lr: 1.000e-02, eta: 6 days, 15:39:19, time: 1.940, data_time: 0.076, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7672, loss_cls: 2.1251, loss: 2.1251, grad_norm: 5.6074 2020-07-27 01:26:19,623 - mmaction - INFO - Epoch [23][1380/3757] lr: 1.000e-02, eta: 6 days, 15:38:42, time: 2.014, data_time: 0.131, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7516, loss_cls: 2.1484, loss: 2.1484, grad_norm: 5.7267 2020-07-27 01:26:59,872 - mmaction - INFO - Epoch [23][1400/3757] lr: 1.000e-02, eta: 6 days, 15:38:06, time: 2.021, data_time: 0.127, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7250, loss_cls: 2.1828, loss: 2.1828, grad_norm: 5.5261 2020-07-27 01:27:36,420 - mmaction - INFO - Epoch [23][1420/3757] lr: 1.000e-02, eta: 6 days, 15:37:17, time: 1.823, data_time: 0.012, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7469, loss_cls: 2.0971, loss: 2.0971, grad_norm: 5.5030 2020-07-27 01:28:17,698 - mmaction - INFO - Epoch [23][1440/3757] lr: 1.000e-02, eta: 6 days, 15:36:44, time: 2.064, data_time: 0.025, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7266, loss_cls: 2.2552, loss: 2.2552, grad_norm: 5.6314 2020-07-27 01:28:57,084 - mmaction - INFO - Epoch [23][1460/3757] lr: 1.000e-02, eta: 6 days, 15:36:05, time: 1.974, data_time: 0.040, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7477, loss_cls: 2.1476, loss: 2.1476, grad_norm: 5.4014 2020-07-27 01:29:35,015 - mmaction - INFO - Epoch [23][1480/3757] lr: 1.000e-02, eta: 6 days, 15:35:20, time: 1.891, data_time: 0.005, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7320, loss_cls: 2.1780, loss: 2.1780, grad_norm: 5.5400 2020-07-27 01:30:12,702 - mmaction - INFO - Epoch [23][1500/3757] lr: 1.000e-02, eta: 6 days, 15:34:34, time: 1.877, data_time: 0.009, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7562, loss_cls: 2.0677, loss: 2.0677, grad_norm: 5.5495 2020-07-27 01:30:50,286 - mmaction - INFO - Epoch [23][1520/3757] lr: 1.000e-02, eta: 6 days, 15:33:49, time: 1.891, data_time: 0.018, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7609, loss_cls: 2.1229, loss: 2.1229, grad_norm: 5.7090 2020-07-27 01:31:30,329 - mmaction - INFO - Epoch [23][1540/3757] lr: 1.000e-02, eta: 6 days, 15:33:11, time: 1.996, data_time: 0.012, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7203, loss_cls: 2.2600, loss: 2.2600, grad_norm: 5.5655 2020-07-27 01:32:08,823 - mmaction - INFO - Epoch [23][1560/3757] lr: 1.000e-02, eta: 6 days, 15:32:29, time: 1.922, data_time: 0.116, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7594, loss_cls: 2.0559, loss: 2.0559, grad_norm: 5.5586 2020-07-27 01:32:47,991 - mmaction - INFO - Epoch [23][1580/3757] lr: 1.000e-02, eta: 6 days, 15:31:49, time: 1.966, data_time: 0.200, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7445, loss_cls: 2.0984, loss: 2.0984, grad_norm: 5.5733 2020-07-27 01:33:26,561 - mmaction - INFO - Epoch [23][1600/3757] lr: 1.000e-02, eta: 6 days, 15:31:06, time: 1.923, data_time: 0.009, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7625, loss_cls: 2.0624, loss: 2.0624, grad_norm: 5.4250 2020-07-27 01:34:05,574 - mmaction - INFO - Epoch [23][1620/3757] lr: 1.000e-02, eta: 6 days, 15:30:26, time: 1.955, data_time: 0.009, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7516, loss_cls: 2.1206, loss: 2.1206, grad_norm: 5.6360 2020-07-27 01:34:41,828 - mmaction - INFO - Epoch [23][1640/3757] lr: 1.000e-02, eta: 6 days, 15:29:36, time: 1.814, data_time: 0.005, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7391, loss_cls: 2.1826, loss: 2.1826, grad_norm: 5.5541 2020-07-27 01:35:23,512 - mmaction - INFO - Epoch [23][1660/3757] lr: 1.000e-02, eta: 6 days, 15:29:04, time: 2.075, data_time: 0.944, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7586, loss_cls: 2.0745, loss: 2.0745, grad_norm: 5.5211 2020-07-27 01:36:04,213 - mmaction - INFO - Epoch [23][1680/3757] lr: 1.000e-02, eta: 6 days, 15:28:29, time: 2.040, data_time: 1.494, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7555, loss_cls: 2.0839, loss: 2.0839, grad_norm: 5.4568 2020-07-27 01:36:40,028 - mmaction - INFO - Epoch [23][1700/3757] lr: 1.000e-02, eta: 6 days, 15:27:37, time: 1.786, data_time: 1.224, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7422, loss_cls: 2.1226, loss: 2.1226, grad_norm: 5.5690 2020-07-27 01:37:17,124 - mmaction - INFO - Epoch [23][1720/3757] lr: 1.000e-02, eta: 6 days, 15:26:50, time: 1.861, data_time: 1.072, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7438, loss_cls: 2.1692, loss: 2.1692, grad_norm: 5.5969 2020-07-27 01:37:55,198 - mmaction - INFO - Epoch [23][1740/3757] lr: 1.000e-02, eta: 6 days, 15:26:06, time: 1.904, data_time: 0.920, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7445, loss_cls: 2.1103, loss: 2.1103, grad_norm: 5.3927 2020-07-27 01:38:38,705 - mmaction - INFO - Epoch [23][1760/3757] lr: 1.000e-02, eta: 6 days, 15:25:40, time: 2.173, data_time: 1.223, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7336, loss_cls: 2.2491, loss: 2.2491, grad_norm: 5.6526 2020-07-27 01:39:14,828 - mmaction - INFO - Epoch [23][1780/3757] lr: 1.000e-02, eta: 6 days, 15:24:50, time: 1.807, data_time: 1.236, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7523, loss_cls: 2.1069, loss: 2.1069, grad_norm: 5.6565 2020-07-27 01:39:57,768 - mmaction - INFO - Epoch [23][1800/3757] lr: 1.000e-02, eta: 6 days, 15:24:22, time: 2.139, data_time: 1.556, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7477, loss_cls: 2.1618, loss: 2.1618, grad_norm: 5.4719 2020-07-27 01:40:34,189 - mmaction - INFO - Epoch [23][1820/3757] lr: 1.000e-02, eta: 6 days, 15:23:33, time: 1.828, data_time: 1.155, memory: 5170, top1_acc: 0.4672, top5_acc: 0.7047, loss_cls: 2.3348, loss: 2.3348, grad_norm: 5.7744 2020-07-27 01:41:15,412 - mmaction - INFO - Epoch [23][1840/3757] lr: 1.000e-02, eta: 6 days, 15:23:00, time: 2.064, data_time: 1.375, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7297, loss_cls: 2.1625, loss: 2.1625, grad_norm: 5.4283 2020-07-27 01:41:55,331 - mmaction - INFO - Epoch [23][1860/3757] lr: 1.000e-02, eta: 6 days, 15:22:22, time: 1.987, data_time: 1.414, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7453, loss_cls: 2.1205, loss: 2.1205, grad_norm: 5.4071 2020-07-27 01:42:36,118 - mmaction - INFO - Epoch [23][1880/3757] lr: 1.000e-02, eta: 6 days, 15:21:48, time: 2.049, data_time: 1.272, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7586, loss_cls: 2.0908, loss: 2.0908, grad_norm: 5.4402 2020-07-27 01:43:11,292 - mmaction - INFO - Epoch [23][1900/3757] lr: 1.000e-02, eta: 6 days, 15:20:54, time: 1.758, data_time: 0.966, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7656, loss_cls: 2.0601, loss: 2.0601, grad_norm: 5.5813 2020-07-27 01:43:49,412 - mmaction - INFO - Epoch [23][1920/3757] lr: 1.000e-02, eta: 6 days, 15:20:09, time: 1.899, data_time: 0.277, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7344, loss_cls: 2.1858, loss: 2.1858, grad_norm: 5.7635 2020-07-27 01:44:29,315 - mmaction - INFO - Epoch [23][1940/3757] lr: 1.000e-02, eta: 6 days, 15:19:32, time: 1.995, data_time: 0.023, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7352, loss_cls: 2.1601, loss: 2.1601, grad_norm: 5.5057 2020-07-27 01:45:11,246 - mmaction - INFO - Epoch [23][1960/3757] lr: 1.000e-02, eta: 6 days, 15:19:01, time: 2.101, data_time: 0.010, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7445, loss_cls: 2.1498, loss: 2.1498, grad_norm: 5.4461 2020-07-27 01:45:50,031 - mmaction - INFO - Epoch [23][1980/3757] lr: 1.000e-02, eta: 6 days, 15:18:20, time: 1.942, data_time: 0.008, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7422, loss_cls: 2.1530, loss: 2.1530, grad_norm: 5.4533 2020-07-27 01:46:30,190 - mmaction - INFO - Epoch [23][2000/3757] lr: 1.000e-02, eta: 6 days, 15:17:43, time: 2.002, data_time: 0.009, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7328, loss_cls: 2.2112, loss: 2.2112, grad_norm: 5.5810 2020-07-27 01:47:08,803 - mmaction - INFO - Epoch [23][2020/3757] lr: 1.000e-02, eta: 6 days, 15:17:01, time: 1.936, data_time: 0.009, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7453, loss_cls: 2.0925, loss: 2.0925, grad_norm: 5.4981 2020-07-27 01:47:46,533 - mmaction - INFO - Epoch [23][2040/3757] lr: 1.000e-02, eta: 6 days, 15:16:15, time: 1.879, data_time: 0.066, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7352, loss_cls: 2.1922, loss: 2.1922, grad_norm: 5.7141 2020-07-27 01:48:25,391 - mmaction - INFO - Epoch [23][2060/3757] lr: 1.000e-02, eta: 6 days, 15:15:34, time: 1.951, data_time: 0.011, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7328, loss_cls: 2.2623, loss: 2.2623, grad_norm: 5.7290 2020-07-27 01:49:04,836 - mmaction - INFO - Epoch [23][2080/3757] lr: 1.000e-02, eta: 6 days, 15:14:55, time: 1.973, data_time: 0.135, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7516, loss_cls: 2.1330, loss: 2.1330, grad_norm: 5.5384 2020-07-27 01:49:46,410 - mmaction - INFO - Epoch [23][2100/3757] lr: 1.000e-02, eta: 6 days, 15:14:23, time: 2.078, data_time: 0.002, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7445, loss_cls: 2.1564, loss: 2.1564, grad_norm: 5.5195 2020-07-27 01:50:21,886 - mmaction - INFO - Epoch [23][2120/3757] lr: 1.000e-02, eta: 6 days, 15:13:30, time: 1.766, data_time: 0.008, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7445, loss_cls: 2.1408, loss: 2.1408, grad_norm: 5.4573 2020-07-27 01:51:02,871 - mmaction - INFO - Epoch [23][2140/3757] lr: 1.000e-02, eta: 6 days, 15:12:56, time: 2.056, data_time: 0.011, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7641, loss_cls: 2.0951, loss: 2.0951, grad_norm: 5.5287 2020-07-27 01:51:40,754 - mmaction - INFO - Epoch [23][2160/3757] lr: 1.000e-02, eta: 6 days, 15:12:12, time: 1.895, data_time: 0.008, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7555, loss_cls: 2.1484, loss: 2.1484, grad_norm: 5.6579 2020-07-27 01:52:22,064 - mmaction - INFO - Epoch [23][2180/3757] lr: 1.000e-02, eta: 6 days, 15:11:39, time: 2.065, data_time: 0.002, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7453, loss_cls: 2.0846, loss: 2.0846, grad_norm: 5.5443 2020-07-27 01:53:05,723 - mmaction - INFO - Epoch [23][2200/3757] lr: 1.000e-02, eta: 6 days, 15:11:14, time: 2.183, data_time: 0.006, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7359, loss_cls: 2.1527, loss: 2.1527, grad_norm: 5.4100 2020-07-27 01:53:37,388 - mmaction - INFO - Epoch [23][2220/3757] lr: 1.000e-02, eta: 6 days, 15:10:08, time: 1.578, data_time: 0.002, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7375, loss_cls: 2.1531, loss: 2.1531, grad_norm: 5.5203 2020-07-27 01:54:16,292 - mmaction - INFO - Epoch [23][2240/3757] lr: 1.000e-02, eta: 6 days, 15:09:26, time: 1.944, data_time: 0.333, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7430, loss_cls: 2.1737, loss: 2.1737, grad_norm: 5.5543 2020-07-27 01:54:56,499 - mmaction - INFO - Epoch [23][2260/3757] lr: 1.000e-02, eta: 6 days, 15:08:50, time: 2.017, data_time: 0.144, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7383, loss_cls: 2.2368, loss: 2.2368, grad_norm: 5.7945 2020-07-27 01:55:38,028 - mmaction - INFO - Epoch [23][2280/3757] lr: 1.000e-02, eta: 6 days, 15:08:18, time: 2.072, data_time: 0.855, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7359, loss_cls: 2.2263, loss: 2.2263, grad_norm: 5.9117 2020-07-27 01:56:17,776 - mmaction - INFO - Epoch [23][2300/3757] lr: 1.000e-02, eta: 6 days, 15:07:39, time: 1.983, data_time: 1.342, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7453, loss_cls: 2.1374, loss: 2.1374, grad_norm: 5.6188 2020-07-27 01:56:54,613 - mmaction - INFO - Epoch [23][2320/3757] lr: 1.000e-02, eta: 6 days, 15:06:51, time: 1.849, data_time: 1.282, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7570, loss_cls: 2.1078, loss: 2.1078, grad_norm: 5.4410 2020-07-27 01:57:36,463 - mmaction - INFO - Epoch [23][2340/3757] lr: 1.000e-02, eta: 6 days, 15:06:20, time: 2.090, data_time: 1.467, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7398, loss_cls: 2.1664, loss: 2.1664, grad_norm: 5.5457 2020-07-27 01:58:14,520 - mmaction - INFO - Epoch [23][2360/3757] lr: 1.000e-02, eta: 6 days, 15:05:36, time: 1.898, data_time: 1.245, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7406, loss_cls: 2.0878, loss: 2.0878, grad_norm: 5.4857 2020-07-27 01:58:53,093 - mmaction - INFO - Epoch [23][2380/3757] lr: 1.000e-02, eta: 6 days, 15:04:54, time: 1.937, data_time: 0.583, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7516, loss_cls: 2.1896, loss: 2.1896, grad_norm: 5.7954 2020-07-27 01:59:29,869 - mmaction - INFO - Epoch [23][2400/3757] lr: 1.000e-02, eta: 6 days, 15:04:05, time: 1.832, data_time: 0.782, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7523, loss_cls: 2.1265, loss: 2.1265, grad_norm: 5.4470 2020-07-27 02:00:12,919 - mmaction - INFO - Epoch [23][2420/3757] lr: 1.000e-02, eta: 6 days, 15:03:38, time: 2.149, data_time: 0.623, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7391, loss_cls: 2.1396, loss: 2.1396, grad_norm: 5.4507 2020-07-27 02:00:48,326 - mmaction - INFO - Epoch [23][2440/3757] lr: 1.000e-02, eta: 6 days, 15:02:46, time: 1.781, data_time: 0.264, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7633, loss_cls: 2.0676, loss: 2.0676, grad_norm: 5.5028 2020-07-27 02:01:29,499 - mmaction - INFO - Epoch [23][2460/3757] lr: 1.000e-02, eta: 6 days, 15:02:12, time: 2.052, data_time: 0.011, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7414, loss_cls: 2.1527, loss: 2.1527, grad_norm: 5.5878 2020-07-27 02:02:09,045 - mmaction - INFO - Epoch [23][2480/3757] lr: 1.000e-02, eta: 6 days, 15:01:34, time: 1.985, data_time: 0.011, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7328, loss_cls: 2.2206, loss: 2.2206, grad_norm: 5.6627 2020-07-27 02:02:44,114 - mmaction - INFO - Epoch [23][2500/3757] lr: 1.000e-02, eta: 6 days, 15:00:39, time: 1.748, data_time: 0.008, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7391, loss_cls: 2.1610, loss: 2.1610, grad_norm: 5.4465 2020-07-27 02:03:23,979 - mmaction - INFO - Epoch [23][2520/3757] lr: 1.000e-02, eta: 6 days, 15:00:02, time: 1.998, data_time: 0.021, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7562, loss_cls: 2.1308, loss: 2.1308, grad_norm: 5.5561 2020-07-27 02:04:02,855 - mmaction - INFO - Epoch [23][2540/3757] lr: 1.000e-02, eta: 6 days, 14:59:20, time: 1.937, data_time: 0.008, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7391, loss_cls: 2.1562, loss: 2.1562, grad_norm: 5.4065 2020-07-27 02:04:41,638 - mmaction - INFO - Epoch [23][2560/3757] lr: 1.000e-02, eta: 6 days, 14:58:39, time: 1.946, data_time: 0.010, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7422, loss_cls: 2.1955, loss: 2.1955, grad_norm: 5.4967 2020-07-27 02:05:19,902 - mmaction - INFO - Epoch [23][2580/3757] lr: 1.000e-02, eta: 6 days, 14:57:56, time: 1.914, data_time: 0.163, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7383, loss_cls: 2.1593, loss: 2.1593, grad_norm: 5.4419 2020-07-27 02:06:01,258 - mmaction - INFO - Epoch [23][2600/3757] lr: 1.000e-02, eta: 6 days, 14:57:22, time: 2.058, data_time: 0.012, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7398, loss_cls: 2.1744, loss: 2.1744, grad_norm: 5.7382 2020-07-27 02:06:39,321 - mmaction - INFO - Epoch [23][2620/3757] lr: 1.000e-02, eta: 6 days, 14:56:39, time: 1.913, data_time: 0.013, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7289, loss_cls: 2.2198, loss: 2.2198, grad_norm: 5.5696 2020-07-27 02:07:17,620 - mmaction - INFO - Epoch [23][2640/3757] lr: 1.000e-02, eta: 6 days, 14:55:55, time: 1.906, data_time: 0.009, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7570, loss_cls: 2.1002, loss: 2.1002, grad_norm: 5.3372 2020-07-27 02:07:58,892 - mmaction - INFO - Epoch [23][2660/3757] lr: 1.000e-02, eta: 6 days, 14:55:23, time: 2.073, data_time: 0.724, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7195, loss_cls: 2.2255, loss: 2.2255, grad_norm: 5.3532 2020-07-27 02:08:33,679 - mmaction - INFO - Epoch [23][2680/3757] lr: 1.000e-02, eta: 6 days, 14:54:27, time: 1.737, data_time: 0.026, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7547, loss_cls: 2.0853, loss: 2.0853, grad_norm: 5.5028 2020-07-27 02:09:14,761 - mmaction - INFO - Epoch [23][2700/3757] lr: 1.000e-02, eta: 6 days, 14:53:53, time: 2.049, data_time: 0.010, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7547, loss_cls: 2.1592, loss: 2.1592, grad_norm: 5.5183 2020-07-27 02:09:51,890 - mmaction - INFO - Epoch [23][2720/3757] lr: 1.000e-02, eta: 6 days, 14:53:07, time: 1.864, data_time: 0.012, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7070, loss_cls: 2.3307, loss: 2.3307, grad_norm: 5.5985 2020-07-27 02:10:29,371 - mmaction - INFO - Epoch [23][2740/3757] lr: 1.000e-02, eta: 6 days, 14:52:21, time: 1.873, data_time: 0.008, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7203, loss_cls: 2.2708, loss: 2.2708, grad_norm: 5.4896 2020-07-27 02:11:10,224 - mmaction - INFO - Epoch [23][2760/3757] lr: 1.000e-02, eta: 6 days, 14:51:46, time: 2.041, data_time: 0.003, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7414, loss_cls: 2.1328, loss: 2.1328, grad_norm: 5.5530 2020-07-27 02:11:47,289 - mmaction - INFO - Epoch [23][2780/3757] lr: 1.000e-02, eta: 6 days, 14:50:59, time: 1.851, data_time: 0.015, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7586, loss_cls: 2.1277, loss: 2.1277, grad_norm: 5.5050 2020-07-27 02:12:28,143 - mmaction - INFO - Epoch [23][2800/3757] lr: 1.000e-02, eta: 6 days, 14:50:24, time: 2.045, data_time: 0.137, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7344, loss_cls: 2.2397, loss: 2.2397, grad_norm: 5.7371 2020-07-27 02:13:06,826 - mmaction - INFO - Epoch [23][2820/3757] lr: 1.000e-02, eta: 6 days, 14:49:42, time: 1.930, data_time: 0.863, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7562, loss_cls: 2.1351, loss: 2.1351, grad_norm: 5.6858 2020-07-27 02:13:43,242 - mmaction - INFO - Epoch [23][2840/3757] lr: 1.000e-02, eta: 6 days, 14:48:53, time: 1.827, data_time: 0.736, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7305, loss_cls: 2.1859, loss: 2.1859, grad_norm: 5.6881 2020-07-27 02:14:27,411 - mmaction - INFO - Epoch [23][2860/3757] lr: 1.000e-02, eta: 6 days, 14:48:29, time: 2.200, data_time: 1.363, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7477, loss_cls: 2.1487, loss: 2.1487, grad_norm: 5.5395 2020-07-27 02:15:01,146 - mmaction - INFO - Epoch [23][2880/3757] lr: 1.000e-02, eta: 6 days, 14:47:31, time: 1.694, data_time: 0.779, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7461, loss_cls: 2.1542, loss: 2.1542, grad_norm: 5.6054 2020-07-27 02:15:37,921 - mmaction - INFO - Epoch [23][2900/3757] lr: 1.000e-02, eta: 6 days, 14:46:42, time: 1.833, data_time: 0.342, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7148, loss_cls: 2.2215, loss: 2.2215, grad_norm: 5.5432 2020-07-27 02:16:18,947 - mmaction - INFO - Epoch [23][2920/3757] lr: 1.000e-02, eta: 6 days, 14:46:09, time: 2.053, data_time: 0.009, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7383, loss_cls: 2.1194, loss: 2.1194, grad_norm: 5.4299 2020-07-27 02:16:57,424 - mmaction - INFO - Epoch [23][2940/3757] lr: 1.000e-02, eta: 6 days, 14:45:26, time: 1.925, data_time: 0.013, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7477, loss_cls: 2.0777, loss: 2.0777, grad_norm: 5.5126 2020-07-27 02:17:34,146 - mmaction - INFO - Epoch [23][2960/3757] lr: 1.000e-02, eta: 6 days, 14:44:38, time: 1.840, data_time: 0.031, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7445, loss_cls: 2.1861, loss: 2.1861, grad_norm: 5.3406 2020-07-27 02:18:13,688 - mmaction - INFO - Epoch [23][2980/3757] lr: 1.000e-02, eta: 6 days, 14:43:58, time: 1.970, data_time: 0.009, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7625, loss_cls: 2.1081, loss: 2.1081, grad_norm: 5.4166 2020-07-27 02:18:53,733 - mmaction - INFO - Epoch [23][3000/3757] lr: 1.000e-02, eta: 6 days, 14:43:22, time: 2.007, data_time: 0.049, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7359, loss_cls: 2.2068, loss: 2.2068, grad_norm: 5.5521 2020-07-27 02:19:33,456 - mmaction - INFO - Epoch [23][3020/3757] lr: 1.000e-02, eta: 6 days, 14:42:43, time: 1.986, data_time: 0.082, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7367, loss_cls: 2.2340, loss: 2.2340, grad_norm: 5.4715 2020-07-27 02:20:10,025 - mmaction - INFO - Epoch [23][3040/3757] lr: 1.000e-02, eta: 6 days, 14:41:54, time: 1.831, data_time: 0.011, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7609, loss_cls: 2.0597, loss: 2.0597, grad_norm: 5.4755 2020-07-27 02:20:48,237 - mmaction - INFO - Epoch [23][3060/3757] lr: 1.000e-02, eta: 6 days, 14:41:11, time: 1.911, data_time: 0.311, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7086, loss_cls: 2.2682, loss: 2.2682, grad_norm: 5.5334 2020-07-27 02:21:24,832 - mmaction - INFO - Epoch [23][3080/3757] lr: 1.000e-02, eta: 6 days, 14:40:22, time: 1.829, data_time: 0.143, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7445, loss_cls: 2.1524, loss: 2.1524, grad_norm: 5.6346 2020-07-27 02:22:04,264 - mmaction - INFO - Epoch [23][3100/3757] lr: 1.000e-02, eta: 6 days, 14:39:43, time: 1.968, data_time: 0.008, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7234, loss_cls: 2.2301, loss: 2.2301, grad_norm: 5.6995 2020-07-27 02:22:41,427 - mmaction - INFO - Epoch [23][3120/3757] lr: 1.000e-02, eta: 6 days, 14:38:55, time: 1.854, data_time: 0.007, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7484, loss_cls: 2.1425, loss: 2.1425, grad_norm: 5.4536 2020-07-27 02:23:23,033 - mmaction - INFO - Epoch [23][3140/3757] lr: 1.000e-02, eta: 6 days, 14:38:24, time: 2.088, data_time: 0.011, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7492, loss_cls: 2.1331, loss: 2.1331, grad_norm: 5.5941 2020-07-27 02:23:59,255 - mmaction - INFO - Epoch [23][3160/3757] lr: 1.000e-02, eta: 6 days, 14:37:33, time: 1.806, data_time: 0.093, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7586, loss_cls: 2.0983, loss: 2.0983, grad_norm: 5.4459 2020-07-27 02:24:38,517 - mmaction - INFO - Epoch [23][3180/3757] lr: 1.000e-02, eta: 6 days, 14:36:54, time: 1.966, data_time: 1.055, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7320, loss_cls: 2.2211, loss: 2.2211, grad_norm: 5.5549 2020-07-27 02:25:15,731 - mmaction - INFO - Epoch [23][3200/3757] lr: 1.000e-02, eta: 6 days, 14:36:07, time: 1.860, data_time: 0.814, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7367, loss_cls: 2.1930, loss: 2.1930, grad_norm: 5.4889 2020-07-27 02:25:57,124 - mmaction - INFO - Epoch [23][3220/3757] lr: 1.000e-02, eta: 6 days, 14:35:35, time: 2.074, data_time: 0.648, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7430, loss_cls: 2.1730, loss: 2.1730, grad_norm: 5.5246 2020-07-27 02:26:36,425 - mmaction - INFO - Epoch [23][3240/3757] lr: 1.000e-02, eta: 6 days, 14:34:54, time: 1.956, data_time: 0.006, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7492, loss_cls: 2.0655, loss: 2.0655, grad_norm: 5.4748 2020-07-27 02:27:15,976 - mmaction - INFO - Epoch [23][3260/3757] lr: 1.000e-02, eta: 6 days, 14:34:16, time: 1.986, data_time: 0.011, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7539, loss_cls: 2.1121, loss: 2.1121, grad_norm: 5.5339 2020-07-27 02:27:56,164 - mmaction - INFO - Epoch [23][3280/3757] lr: 1.000e-02, eta: 6 days, 14:33:39, time: 2.009, data_time: 0.002, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7469, loss_cls: 2.1619, loss: 2.1619, grad_norm: 5.4652 2020-07-27 02:28:32,414 - mmaction - INFO - Epoch [23][3300/3757] lr: 1.000e-02, eta: 6 days, 14:32:49, time: 1.812, data_time: 0.009, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7719, loss_cls: 2.0880, loss: 2.0880, grad_norm: 5.4413 2020-07-27 02:29:13,428 - mmaction - INFO - Epoch [23][3320/3757] lr: 1.000e-02, eta: 6 days, 14:32:15, time: 2.043, data_time: 0.004, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7297, loss_cls: 2.2403, loss: 2.2403, grad_norm: 5.7132 2020-07-27 02:29:52,445 - mmaction - INFO - Epoch [23][3340/3757] lr: 1.000e-02, eta: 6 days, 14:31:34, time: 1.958, data_time: 0.012, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7469, loss_cls: 2.1603, loss: 2.1603, grad_norm: 5.5097 2020-07-27 02:30:31,850 - mmaction - INFO - Epoch [23][3360/3757] lr: 1.000e-02, eta: 6 days, 14:30:55, time: 1.967, data_time: 0.010, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7281, loss_cls: 2.1820, loss: 2.1820, grad_norm: 5.6237 2020-07-27 02:31:08,511 - mmaction - INFO - Epoch [23][3380/3757] lr: 1.000e-02, eta: 6 days, 14:30:06, time: 1.836, data_time: 0.052, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7469, loss_cls: 2.1430, loss: 2.1430, grad_norm: 5.4937 2020-07-27 02:31:51,040 - mmaction - INFO - Epoch [23][3400/3757] lr: 1.000e-02, eta: 6 days, 14:29:37, time: 2.121, data_time: 0.004, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7734, loss_cls: 2.0159, loss: 2.0159, grad_norm: 5.3462 2020-07-27 02:32:26,689 - mmaction - INFO - Epoch [23][3420/3757] lr: 1.000e-02, eta: 6 days, 14:28:46, time: 1.789, data_time: 0.069, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7203, loss_cls: 2.2391, loss: 2.2391, grad_norm: 5.5508 2020-07-27 02:33:11,355 - mmaction - INFO - Epoch [23][3440/3757] lr: 1.000e-02, eta: 6 days, 14:28:24, time: 2.233, data_time: 0.006, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7664, loss_cls: 2.0623, loss: 2.0623, grad_norm: 5.5219 2020-07-27 02:33:48,692 - mmaction - INFO - Epoch [23][3460/3757] lr: 1.000e-02, eta: 6 days, 14:27:38, time: 1.866, data_time: 0.047, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7289, loss_cls: 2.1577, loss: 2.1577, grad_norm: 5.6195 2020-07-27 02:34:26,885 - mmaction - INFO - Epoch [23][3480/3757] lr: 1.000e-02, eta: 6 days, 14:26:54, time: 1.911, data_time: 0.542, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7383, loss_cls: 2.2078, loss: 2.2078, grad_norm: 5.5529 2020-07-27 02:35:03,968 - mmaction - INFO - Epoch [23][3500/3757] lr: 1.000e-02, eta: 6 days, 14:26:07, time: 1.852, data_time: 0.476, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7500, loss_cls: 2.1303, loss: 2.1303, grad_norm: 5.5432 2020-07-27 02:35:43,385 - mmaction - INFO - Epoch [23][3520/3757] lr: 1.000e-02, eta: 6 days, 14:25:28, time: 1.972, data_time: 0.050, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7430, loss_cls: 2.1368, loss: 2.1368, grad_norm: 5.5124 2020-07-27 02:36:25,069 - mmaction - INFO - Epoch [23][3540/3757] lr: 1.000e-02, eta: 6 days, 14:24:56, time: 2.081, data_time: 0.601, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7273, loss_cls: 2.1930, loss: 2.1930, grad_norm: 5.6436 2020-07-27 02:37:02,135 - mmaction - INFO - Epoch [23][3560/3757] lr: 1.000e-02, eta: 6 days, 14:24:09, time: 1.855, data_time: 0.457, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7172, loss_cls: 2.2405, loss: 2.2405, grad_norm: 5.6163 2020-07-27 02:37:41,364 - mmaction - INFO - Epoch [23][3580/3757] lr: 1.000e-02, eta: 6 days, 14:23:28, time: 1.957, data_time: 0.187, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7391, loss_cls: 2.1988, loss: 2.1988, grad_norm: 5.6783 2020-07-27 02:38:21,725 - mmaction - INFO - Epoch [23][3600/3757] lr: 1.000e-02, eta: 6 days, 14:22:52, time: 2.022, data_time: 0.134, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7328, loss_cls: 2.2341, loss: 2.2341, grad_norm: 5.7345 2020-07-27 02:39:00,351 - mmaction - INFO - Epoch [23][3620/3757] lr: 1.000e-02, eta: 6 days, 14:22:10, time: 1.928, data_time: 0.009, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7492, loss_cls: 2.0860, loss: 2.0860, grad_norm: 5.4341 2020-07-27 02:39:39,167 - mmaction - INFO - Epoch [23][3640/3757] lr: 1.000e-02, eta: 6 days, 14:21:29, time: 1.941, data_time: 0.208, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7516, loss_cls: 2.1147, loss: 2.1147, grad_norm: 5.5038 2020-07-27 02:40:20,947 - mmaction - INFO - Epoch [23][3660/3757] lr: 1.000e-02, eta: 6 days, 14:20:58, time: 2.091, data_time: 0.124, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7594, loss_cls: 2.0965, loss: 2.0965, grad_norm: 5.5138 2020-07-27 02:40:55,014 - mmaction - INFO - Epoch [23][3680/3757] lr: 1.000e-02, eta: 6 days, 14:20:00, time: 1.705, data_time: 0.008, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7562, loss_cls: 2.0528, loss: 2.0528, grad_norm: 5.4512 2020-07-27 02:41:39,967 - mmaction - INFO - Epoch [23][3700/3757] lr: 1.000e-02, eta: 6 days, 14:19:39, time: 2.243, data_time: 1.186, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7406, loss_cls: 2.1853, loss: 2.1853, grad_norm: 5.5113 2020-07-27 02:42:18,008 - mmaction - INFO - Epoch [23][3720/3757] lr: 1.000e-02, eta: 6 days, 14:18:55, time: 1.900, data_time: 1.314, memory: 5170, top1_acc: 0.4703, top5_acc: 0.7359, loss_cls: 2.2368, loss: 2.2368, grad_norm: 5.5804 2020-07-27 02:42:55,352 - mmaction - INFO - Epoch [23][3740/3757] lr: 1.000e-02, eta: 6 days, 14:18:10, time: 1.875, data_time: 1.255, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7312, loss_cls: 2.2334, loss: 2.2334, grad_norm: 5.4689 2020-07-27 02:43:20,451 - mmaction - INFO - Saving checkpoint at 23 epochs 2020-07-27 02:44:19,383 - mmaction - INFO - Epoch [24][20/3757] lr: 1.000e-02, eta: 6 days, 14:16:05, time: 2.865, data_time: 1.721, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7648, loss_cls: 2.0221, loss: 2.0221, grad_norm: 5.3513 2020-07-27 02:44:55,986 - mmaction - INFO - Epoch [24][40/3757] lr: 1.000e-02, eta: 6 days, 14:15:16, time: 1.831, data_time: 0.330, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7562, loss_cls: 2.0359, loss: 2.0359, grad_norm: 5.2336 2020-07-27 02:45:36,188 - mmaction - INFO - Epoch [24][60/3757] lr: 1.000e-02, eta: 6 days, 14:14:39, time: 2.007, data_time: 0.007, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7711, loss_cls: 2.0423, loss: 2.0423, grad_norm: 5.5310 2020-07-27 02:46:19,349 - mmaction - INFO - Epoch [24][80/3757] lr: 1.000e-02, eta: 6 days, 14:14:12, time: 2.160, data_time: 0.011, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1653, loss: 2.1653, grad_norm: 5.6924 2020-07-27 02:46:58,143 - mmaction - INFO - Epoch [24][100/3757] lr: 1.000e-02, eta: 6 days, 14:13:31, time: 1.937, data_time: 0.155, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7422, loss_cls: 2.1422, loss: 2.1422, grad_norm: 5.6136 2020-07-27 02:47:32,887 - mmaction - INFO - Epoch [24][120/3757] lr: 1.000e-02, eta: 6 days, 14:12:36, time: 1.742, data_time: 0.007, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7648, loss_cls: 2.0146, loss: 2.0146, grad_norm: 5.5486 2020-07-27 02:48:13,157 - mmaction - INFO - Epoch [24][140/3757] lr: 1.000e-02, eta: 6 days, 14:11:59, time: 2.007, data_time: 0.010, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7430, loss_cls: 2.1144, loss: 2.1144, grad_norm: 5.4570 2020-07-27 02:48:53,818 - mmaction - INFO - Epoch [24][160/3757] lr: 1.000e-02, eta: 6 days, 14:11:24, time: 2.032, data_time: 0.015, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7523, loss_cls: 2.0503, loss: 2.0503, grad_norm: 5.4898 2020-07-27 02:49:31,746 - mmaction - INFO - Epoch [24][180/3757] lr: 1.000e-02, eta: 6 days, 14:10:40, time: 1.902, data_time: 0.385, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7602, loss_cls: 2.0370, loss: 2.0370, grad_norm: 5.5131 2020-07-27 02:50:10,113 - mmaction - INFO - Epoch [24][200/3757] lr: 1.000e-02, eta: 6 days, 14:09:57, time: 1.920, data_time: 0.137, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7406, loss_cls: 2.1312, loss: 2.1312, grad_norm: 5.7097 2020-07-27 02:50:47,989 - mmaction - INFO - Epoch [24][220/3757] lr: 1.000e-02, eta: 6 days, 14:09:13, time: 1.893, data_time: 0.003, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7539, loss_cls: 2.1371, loss: 2.1371, grad_norm: 5.5144 2020-07-27 02:51:29,293 - mmaction - INFO - Epoch [24][240/3757] lr: 1.000e-02, eta: 6 days, 14:08:39, time: 2.058, data_time: 0.129, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7555, loss_cls: 2.0671, loss: 2.0671, grad_norm: 5.5508 2020-07-27 02:52:11,160 - mmaction - INFO - Epoch [24][260/3757] lr: 1.000e-02, eta: 6 days, 14:08:09, time: 2.100, data_time: 0.366, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7734, loss_cls: 2.0216, loss: 2.0216, grad_norm: 5.3898 2020-07-27 02:52:52,673 - mmaction - INFO - Epoch [24][280/3757] lr: 1.000e-02, eta: 6 days, 14:07:36, time: 2.078, data_time: 0.009, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7492, loss_cls: 2.0995, loss: 2.0995, grad_norm: 5.5583 2020-07-27 02:53:27,711 - mmaction - INFO - Epoch [24][300/3757] lr: 1.000e-02, eta: 6 days, 14:06:42, time: 1.750, data_time: 0.298, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7430, loss_cls: 2.1030, loss: 2.1030, grad_norm: 5.5032 2020-07-27 02:54:06,434 - mmaction - INFO - Epoch [24][320/3757] lr: 1.000e-02, eta: 6 days, 14:06:01, time: 1.937, data_time: 0.816, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7461, loss_cls: 2.0802, loss: 2.0802, grad_norm: 5.3912 2020-07-27 02:54:46,380 - mmaction - INFO - Epoch [24][340/3757] lr: 1.000e-02, eta: 6 days, 14:05:23, time: 1.994, data_time: 1.252, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7461, loss_cls: 2.1266, loss: 2.1266, grad_norm: 5.5771 2020-07-27 02:55:23,306 - mmaction - INFO - Epoch [24][360/3757] lr: 1.000e-02, eta: 6 days, 14:04:35, time: 1.842, data_time: 1.259, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7531, loss_cls: 2.1418, loss: 2.1418, grad_norm: 5.6084 2020-07-27 02:56:02,377 - mmaction - INFO - Epoch [24][380/3757] lr: 1.000e-02, eta: 6 days, 14:03:55, time: 1.959, data_time: 1.347, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7555, loss_cls: 2.0932, loss: 2.0932, grad_norm: 5.4539 2020-07-27 02:56:41,864 - mmaction - INFO - Epoch [24][400/3757] lr: 1.000e-02, eta: 6 days, 14:03:16, time: 1.971, data_time: 0.895, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7289, loss_cls: 2.1768, loss: 2.1768, grad_norm: 5.4977 2020-07-27 02:57:19,785 - mmaction - INFO - Epoch [24][420/3757] lr: 1.000e-02, eta: 6 days, 14:02:31, time: 1.894, data_time: 0.763, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7609, loss_cls: 2.0771, loss: 2.0771, grad_norm: 5.4752 2020-07-27 02:58:01,778 - mmaction - INFO - Epoch [24][440/3757] lr: 1.000e-02, eta: 6 days, 14:02:01, time: 2.105, data_time: 0.948, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7500, loss_cls: 2.1429, loss: 2.1429, grad_norm: 5.6569 2020-07-27 02:58:39,865 - mmaction - INFO - Epoch [24][460/3757] lr: 1.000e-02, eta: 6 days, 14:01:17, time: 1.904, data_time: 1.332, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7359, loss_cls: 2.1473, loss: 2.1473, grad_norm: 5.5501 2020-07-27 02:59:20,167 - mmaction - INFO - Epoch [24][480/3757] lr: 1.000e-02, eta: 6 days, 14:00:41, time: 2.016, data_time: 1.447, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7562, loss_cls: 2.0914, loss: 2.0914, grad_norm: 5.4512 2020-07-27 02:59:57,985 - mmaction - INFO - Epoch [24][500/3757] lr: 1.000e-02, eta: 6 days, 13:59:56, time: 1.886, data_time: 1.155, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7359, loss_cls: 2.1576, loss: 2.1576, grad_norm: 5.6188 2020-07-27 03:00:35,566 - mmaction - INFO - Epoch [24][520/3757] lr: 1.000e-02, eta: 6 days, 13:59:10, time: 1.873, data_time: 0.698, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7484, loss_cls: 2.1227, loss: 2.1227, grad_norm: 5.5261 2020-07-27 03:01:14,223 - mmaction - INFO - Epoch [24][540/3757] lr: 1.000e-02, eta: 6 days, 13:58:29, time: 1.937, data_time: 0.267, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7680, loss_cls: 2.0252, loss: 2.0252, grad_norm: 5.5534 2020-07-27 03:01:53,430 - mmaction - INFO - Epoch [24][560/3757] lr: 1.000e-02, eta: 6 days, 13:57:49, time: 1.968, data_time: 0.011, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7594, loss_cls: 2.0740, loss: 2.0740, grad_norm: 5.5990 2020-07-27 03:02:32,004 - mmaction - INFO - Epoch [24][580/3757] lr: 1.000e-02, eta: 6 days, 13:57:07, time: 1.922, data_time: 0.044, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7758, loss_cls: 1.9583, loss: 1.9583, grad_norm: 5.4640 2020-07-27 03:03:12,241 - mmaction - INFO - Epoch [24][600/3757] lr: 1.000e-02, eta: 6 days, 13:56:30, time: 2.016, data_time: 1.028, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7391, loss_cls: 2.1715, loss: 2.1715, grad_norm: 5.7294 2020-07-27 03:03:52,097 - mmaction - INFO - Epoch [24][620/3757] lr: 1.000e-02, eta: 6 days, 13:55:53, time: 1.995, data_time: 0.065, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7547, loss_cls: 2.0686, loss: 2.0686, grad_norm: 5.5386 2020-07-27 03:04:29,015 - mmaction - INFO - Epoch [24][640/3757] lr: 1.000e-02, eta: 6 days, 13:55:05, time: 1.843, data_time: 0.008, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7820, loss_cls: 1.9632, loss: 1.9632, grad_norm: 5.4490 2020-07-27 03:05:05,899 - mmaction - INFO - Epoch [24][660/3757] lr: 1.000e-02, eta: 6 days, 13:54:17, time: 1.847, data_time: 0.008, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7703, loss_cls: 2.0565, loss: 2.0565, grad_norm: 5.7075 2020-07-27 03:05:46,845 - mmaction - INFO - Epoch [24][680/3757] lr: 1.000e-02, eta: 6 days, 13:53:43, time: 2.048, data_time: 0.002, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7344, loss_cls: 2.1814, loss: 2.1814, grad_norm: 5.6262 2020-07-27 03:06:24,905 - mmaction - INFO - Epoch [24][700/3757] lr: 1.000e-02, eta: 6 days, 13:52:59, time: 1.902, data_time: 0.006, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7391, loss_cls: 2.1707, loss: 2.1707, grad_norm: 5.7570 2020-07-27 03:07:00,288 - mmaction - INFO - Epoch [24][720/3757] lr: 1.000e-02, eta: 6 days, 13:52:07, time: 1.769, data_time: 0.003, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7477, loss_cls: 2.1789, loss: 2.1789, grad_norm: 5.6589 2020-07-27 03:07:43,550 - mmaction - INFO - Epoch [24][740/3757] lr: 1.000e-02, eta: 6 days, 13:51:40, time: 2.157, data_time: 0.008, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7250, loss_cls: 2.1735, loss: 2.1735, grad_norm: 5.7663 2020-07-27 03:08:24,686 - mmaction - INFO - Epoch [24][760/3757] lr: 1.000e-02, eta: 6 days, 13:51:06, time: 2.061, data_time: 0.009, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7359, loss_cls: 2.1141, loss: 2.1141, grad_norm: 5.4942 2020-07-27 03:09:00,484 - mmaction - INFO - Epoch [24][780/3757] lr: 1.000e-02, eta: 6 days, 13:50:15, time: 1.792, data_time: 0.013, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7461, loss_cls: 2.0978, loss: 2.0978, grad_norm: 5.3975 2020-07-27 03:09:37,311 - mmaction - INFO - Epoch [24][800/3757] lr: 1.000e-02, eta: 6 days, 13:49:27, time: 1.841, data_time: 0.488, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7445, loss_cls: 2.1597, loss: 2.1597, grad_norm: 5.4911 2020-07-27 03:10:13,564 - mmaction - INFO - Epoch [24][820/3757] lr: 1.000e-02, eta: 6 days, 13:48:38, time: 1.811, data_time: 1.223, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7430, loss_cls: 2.1315, loss: 2.1315, grad_norm: 5.4913 2020-07-27 03:10:52,523 - mmaction - INFO - Epoch [24][840/3757] lr: 1.000e-02, eta: 6 days, 13:47:57, time: 1.949, data_time: 0.972, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7430, loss_cls: 2.1801, loss: 2.1801, grad_norm: 5.4177 2020-07-27 03:11:31,899 - mmaction - INFO - Epoch [24][860/3757] lr: 1.000e-02, eta: 6 days, 13:47:17, time: 1.962, data_time: 0.739, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7508, loss_cls: 2.1212, loss: 2.1212, grad_norm: 5.4528 2020-07-27 03:12:10,927 - mmaction - INFO - Epoch [24][880/3757] lr: 1.000e-02, eta: 6 days, 13:46:36, time: 1.953, data_time: 1.125, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7484, loss_cls: 2.1283, loss: 2.1283, grad_norm: 5.3606 2020-07-27 03:12:51,999 - mmaction - INFO - Epoch [24][900/3757] lr: 1.000e-02, eta: 6 days, 13:46:03, time: 2.055, data_time: 1.292, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7336, loss_cls: 2.1886, loss: 2.1886, grad_norm: 5.6575 2020-07-27 03:13:30,876 - mmaction - INFO - Epoch [24][920/3757] lr: 1.000e-02, eta: 6 days, 13:45:22, time: 1.947, data_time: 0.846, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7570, loss_cls: 2.1311, loss: 2.1311, grad_norm: 5.7392 2020-07-27 03:14:08,333 - mmaction - INFO - Epoch [24][940/3757] lr: 1.000e-02, eta: 6 days, 13:44:36, time: 1.874, data_time: 0.821, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7453, loss_cls: 2.1182, loss: 2.1182, grad_norm: 5.5152 2020-07-27 03:14:50,289 - mmaction - INFO - Epoch [24][960/3757] lr: 1.000e-02, eta: 6 days, 13:44:05, time: 2.096, data_time: 1.237, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7586, loss_cls: 2.1048, loss: 2.1048, grad_norm: 5.4773 2020-07-27 03:15:28,719 - mmaction - INFO - Epoch [24][980/3757] lr: 1.000e-02, eta: 6 days, 13:43:23, time: 1.921, data_time: 1.102, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7359, loss_cls: 2.1364, loss: 2.1364, grad_norm: 5.5354 2020-07-27 03:16:05,675 - mmaction - INFO - Epoch [24][1000/3757] lr: 1.000e-02, eta: 6 days, 13:42:35, time: 1.849, data_time: 0.596, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7398, loss_cls: 2.1282, loss: 2.1282, grad_norm: 5.5679 2020-07-27 03:16:43,570 - mmaction - INFO - Epoch [24][1020/3757] lr: 1.000e-02, eta: 6 days, 13:41:50, time: 1.887, data_time: 0.008, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7438, loss_cls: 2.1522, loss: 2.1522, grad_norm: 5.6395 2020-07-27 03:17:24,073 - mmaction - INFO - Epoch [24][1040/3757] lr: 1.000e-02, eta: 6 days, 13:41:15, time: 2.029, data_time: 0.041, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7367, loss_cls: 2.2430, loss: 2.2430, grad_norm: 5.7246 2020-07-27 03:18:05,234 - mmaction - INFO - Epoch [24][1060/3757] lr: 1.000e-02, eta: 6 days, 13:40:41, time: 2.056, data_time: 0.012, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7508, loss_cls: 2.1221, loss: 2.1221, grad_norm: 5.6384 2020-07-27 03:18:43,640 - mmaction - INFO - Epoch [24][1080/3757] lr: 1.000e-02, eta: 6 days, 13:39:59, time: 1.926, data_time: 0.012, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7586, loss_cls: 2.0540, loss: 2.0540, grad_norm: 5.6364 2020-07-27 03:19:23,533 - mmaction - INFO - Epoch [24][1100/3757] lr: 1.000e-02, eta: 6 days, 13:39:21, time: 1.988, data_time: 0.017, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7398, loss_cls: 2.1096, loss: 2.1096, grad_norm: 5.7487 2020-07-27 03:20:04,507 - mmaction - INFO - Epoch [24][1120/3757] lr: 1.000e-02, eta: 6 days, 13:38:47, time: 2.055, data_time: 0.030, memory: 5170, top1_acc: 0.4648, top5_acc: 0.7258, loss_cls: 2.2360, loss: 2.2360, grad_norm: 5.8282 2020-07-27 03:20:43,255 - mmaction - INFO - Epoch [24][1140/3757] lr: 1.000e-02, eta: 6 days, 13:38:05, time: 1.934, data_time: 0.003, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7555, loss_cls: 2.0822, loss: 2.0822, grad_norm: 5.4742 2020-07-27 03:21:20,804 - mmaction - INFO - Epoch [24][1160/3757] lr: 1.000e-02, eta: 6 days, 13:37:20, time: 1.879, data_time: 0.009, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7664, loss_cls: 2.1124, loss: 2.1124, grad_norm: 5.5941 2020-07-27 03:22:01,809 - mmaction - INFO - Epoch [24][1180/3757] lr: 1.000e-02, eta: 6 days, 13:36:46, time: 2.045, data_time: 0.010, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7359, loss_cls: 2.2010, loss: 2.2010, grad_norm: 5.5798 2020-07-27 03:22:37,112 - mmaction - INFO - Epoch [24][1200/3757] lr: 1.000e-02, eta: 6 days, 13:35:53, time: 1.771, data_time: 0.016, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7406, loss_cls: 2.1446, loss: 2.1446, grad_norm: 5.5029 2020-07-27 03:23:15,647 - mmaction - INFO - Epoch [24][1220/3757] lr: 1.000e-02, eta: 6 days, 13:35:11, time: 1.922, data_time: 0.381, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7633, loss_cls: 2.0630, loss: 2.0630, grad_norm: 5.4835 2020-07-27 03:23:59,816 - mmaction - INFO - Epoch [24][1240/3757] lr: 1.000e-02, eta: 6 days, 13:34:47, time: 2.207, data_time: 0.057, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7477, loss_cls: 2.1046, loss: 2.1046, grad_norm: 5.5980 2020-07-27 03:24:39,200 - mmaction - INFO - Epoch [24][1260/3757] lr: 1.000e-02, eta: 6 days, 13:34:08, time: 1.976, data_time: 0.332, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7727, loss_cls: 2.0235, loss: 2.0235, grad_norm: 5.4162 2020-07-27 03:25:15,293 - mmaction - INFO - Epoch [24][1280/3757] lr: 1.000e-02, eta: 6 days, 13:33:17, time: 1.799, data_time: 0.015, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.1647, loss: 2.1647, grad_norm: 5.5467 2020-07-27 03:25:53,637 - mmaction - INFO - Epoch [24][1300/3757] lr: 1.000e-02, eta: 6 days, 13:32:35, time: 1.923, data_time: 0.010, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7414, loss_cls: 2.0385, loss: 2.0385, grad_norm: 5.3124 2020-07-27 03:26:34,451 - mmaction - INFO - Epoch [24][1320/3757] lr: 1.000e-02, eta: 6 days, 13:32:00, time: 2.039, data_time: 0.002, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7516, loss_cls: 2.1024, loss: 2.1024, grad_norm: 5.5262 2020-07-27 03:27:12,718 - mmaction - INFO - Epoch [24][1340/3757] lr: 1.000e-02, eta: 6 days, 13:31:17, time: 1.914, data_time: 0.009, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7477, loss_cls: 2.1004, loss: 2.1004, grad_norm: 5.4527 2020-07-27 03:27:52,432 - mmaction - INFO - Epoch [24][1360/3757] lr: 1.000e-02, eta: 6 days, 13:30:38, time: 1.976, data_time: 0.019, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7508, loss_cls: 2.0852, loss: 2.0852, grad_norm: 5.4391 2020-07-27 03:28:31,741 - mmaction - INFO - Epoch [24][1380/3757] lr: 1.000e-02, eta: 6 days, 13:29:59, time: 1.973, data_time: 0.019, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7578, loss_cls: 2.0700, loss: 2.0700, grad_norm: 5.4484 2020-07-27 03:29:09,016 - mmaction - INFO - Epoch [24][1400/3757] lr: 1.000e-02, eta: 6 days, 13:29:13, time: 1.865, data_time: 0.009, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7398, loss_cls: 2.0724, loss: 2.0724, grad_norm: 5.3729 2020-07-27 03:29:48,334 - mmaction - INFO - Epoch [24][1420/3757] lr: 1.000e-02, eta: 6 days, 13:28:33, time: 1.966, data_time: 0.022, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7469, loss_cls: 2.0937, loss: 2.0937, grad_norm: 5.4521 2020-07-27 03:30:24,753 - mmaction - INFO - Epoch [24][1440/3757] lr: 1.000e-02, eta: 6 days, 13:27:44, time: 1.813, data_time: 0.003, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7320, loss_cls: 2.1938, loss: 2.1938, grad_norm: 5.7024 2020-07-27 03:31:06,956 - mmaction - INFO - Epoch [24][1460/3757] lr: 1.000e-02, eta: 6 days, 13:27:14, time: 2.116, data_time: 0.067, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7430, loss_cls: 2.1810, loss: 2.1810, grad_norm: 5.5374 2020-07-27 03:31:47,918 - mmaction - INFO - Epoch [24][1480/3757] lr: 1.000e-02, eta: 6 days, 13:26:39, time: 2.044, data_time: 0.010, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7781, loss_cls: 2.0934, loss: 2.0934, grad_norm: 5.7438 2020-07-27 03:32:25,724 - mmaction - INFO - Epoch [24][1500/3757] lr: 1.000e-02, eta: 6 days, 13:25:55, time: 1.888, data_time: 0.010, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7453, loss_cls: 2.1209, loss: 2.1209, grad_norm: 5.5980 2020-07-27 03:33:06,150 - mmaction - INFO - Epoch [24][1520/3757] lr: 1.000e-02, eta: 6 days, 13:25:19, time: 2.029, data_time: 0.036, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7742, loss_cls: 2.0040, loss: 2.0040, grad_norm: 5.5380 2020-07-27 03:33:46,899 - mmaction - INFO - Epoch [24][1540/3757] lr: 1.000e-02, eta: 6 days, 13:24:44, time: 2.034, data_time: 0.008, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7508, loss_cls: 2.1494, loss: 2.1494, grad_norm: 5.6658 2020-07-27 03:34:26,451 - mmaction - INFO - Epoch [24][1560/3757] lr: 1.000e-02, eta: 6 days, 13:24:05, time: 1.980, data_time: 0.011, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7461, loss_cls: 2.0460, loss: 2.0460, grad_norm: 5.5770 2020-07-27 03:35:04,516 - mmaction - INFO - Epoch [24][1580/3757] lr: 1.000e-02, eta: 6 days, 13:23:22, time: 1.903, data_time: 0.010, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7688, loss_cls: 1.9981, loss: 1.9981, grad_norm: 5.5833 2020-07-27 03:35:42,775 - mmaction - INFO - Epoch [24][1600/3757] lr: 1.000e-02, eta: 6 days, 13:22:39, time: 1.914, data_time: 0.135, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7539, loss_cls: 2.0707, loss: 2.0707, grad_norm: 5.4949 2020-07-27 03:36:18,990 - mmaction - INFO - Epoch [24][1620/3757] lr: 1.000e-02, eta: 6 days, 13:21:49, time: 1.811, data_time: 0.014, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7531, loss_cls: 2.1243, loss: 2.1243, grad_norm: 5.6496 2020-07-27 03:36:58,883 - mmaction - INFO - Epoch [24][1640/3757] lr: 1.000e-02, eta: 6 days, 13:21:11, time: 1.993, data_time: 0.010, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7477, loss_cls: 2.1449, loss: 2.1449, grad_norm: 5.6186 2020-07-27 03:37:36,630 - mmaction - INFO - Epoch [24][1660/3757] lr: 1.000e-02, eta: 6 days, 13:20:26, time: 1.882, data_time: 0.010, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7188, loss_cls: 2.2228, loss: 2.2228, grad_norm: 5.6731 2020-07-27 03:38:18,039 - mmaction - INFO - Epoch [24][1680/3757] lr: 1.000e-02, eta: 6 days, 13:19:54, time: 2.077, data_time: 0.011, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7648, loss_cls: 2.0708, loss: 2.0708, grad_norm: 5.6436 2020-07-27 03:39:00,792 - mmaction - INFO - Epoch [24][1700/3757] lr: 1.000e-02, eta: 6 days, 13:19:25, time: 2.131, data_time: 0.019, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7289, loss_cls: 2.2085, loss: 2.2085, grad_norm: 5.7027 2020-07-27 03:39:37,821 - mmaction - INFO - Epoch [24][1720/3757] lr: 1.000e-02, eta: 6 days, 13:18:38, time: 1.852, data_time: 0.009, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7328, loss_cls: 2.2023, loss: 2.2023, grad_norm: 5.6832 2020-07-27 03:40:18,227 - mmaction - INFO - Epoch [24][1740/3757] lr: 1.000e-02, eta: 6 days, 13:18:02, time: 2.022, data_time: 0.276, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7469, loss_cls: 2.0883, loss: 2.0883, grad_norm: 5.5182 2020-07-27 03:40:56,538 - mmaction - INFO - Epoch [24][1760/3757] lr: 1.000e-02, eta: 6 days, 13:17:19, time: 1.917, data_time: 0.265, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7492, loss_cls: 2.1854, loss: 2.1854, grad_norm: 5.4978 2020-07-27 03:41:36,249 - mmaction - INFO - Epoch [24][1780/3757] lr: 1.000e-02, eta: 6 days, 13:16:41, time: 1.987, data_time: 0.170, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7539, loss_cls: 2.0989, loss: 2.0989, grad_norm: 5.4848 2020-07-27 03:42:16,193 - mmaction - INFO - Epoch [24][1800/3757] lr: 1.000e-02, eta: 6 days, 13:16:03, time: 1.999, data_time: 0.115, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7430, loss_cls: 2.1496, loss: 2.1496, grad_norm: 5.5683 2020-07-27 03:42:52,662 - mmaction - INFO - Epoch [24][1820/3757] lr: 1.000e-02, eta: 6 days, 13:15:14, time: 1.822, data_time: 0.003, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7242, loss_cls: 2.2293, loss: 2.2293, grad_norm: 5.6368 2020-07-27 03:43:30,673 - mmaction - INFO - Epoch [24][1840/3757] lr: 1.000e-02, eta: 6 days, 13:14:30, time: 1.895, data_time: 0.009, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7648, loss_cls: 2.0795, loss: 2.0795, grad_norm: 5.5294 2020-07-27 03:44:07,744 - mmaction - INFO - Epoch [24][1860/3757] lr: 1.000e-02, eta: 6 days, 13:13:43, time: 1.855, data_time: 0.012, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7711, loss_cls: 2.0321, loss: 2.0321, grad_norm: 5.4851 2020-07-27 03:44:49,168 - mmaction - INFO - Epoch [24][1880/3757] lr: 1.000e-02, eta: 6 days, 13:13:11, time: 2.073, data_time: 0.282, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7492, loss_cls: 2.1031, loss: 2.1031, grad_norm: 5.5613 2020-07-27 03:45:31,810 - mmaction - INFO - Epoch [24][1900/3757] lr: 1.000e-02, eta: 6 days, 13:12:42, time: 2.132, data_time: 0.006, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7367, loss_cls: 2.2269, loss: 2.2269, grad_norm: 5.7036 2020-07-27 03:46:09,075 - mmaction - INFO - Epoch [24][1920/3757] lr: 1.000e-02, eta: 6 days, 13:11:56, time: 1.863, data_time: 0.009, memory: 5170, top1_acc: 0.4719, top5_acc: 0.7320, loss_cls: 2.2084, loss: 2.2084, grad_norm: 5.6375 2020-07-27 03:46:50,925 - mmaction - INFO - Epoch [24][1940/3757] lr: 1.000e-02, eta: 6 days, 13:11:24, time: 2.092, data_time: 0.009, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7625, loss_cls: 2.0524, loss: 2.0524, grad_norm: 5.4330 2020-07-27 03:47:28,498 - mmaction - INFO - Epoch [24][1960/3757] lr: 1.000e-02, eta: 6 days, 13:10:39, time: 1.878, data_time: 0.011, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7500, loss_cls: 2.2256, loss: 2.2256, grad_norm: 5.6222 2020-07-27 03:48:08,916 - mmaction - INFO - Epoch [24][1980/3757] lr: 1.000e-02, eta: 6 days, 13:10:03, time: 2.023, data_time: 0.011, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7508, loss_cls: 2.1061, loss: 2.1061, grad_norm: 5.5333 2020-07-27 03:48:47,261 - mmaction - INFO - Epoch [24][2000/3757] lr: 1.000e-02, eta: 6 days, 13:09:20, time: 1.918, data_time: 0.007, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7445, loss_cls: 2.1291, loss: 2.1291, grad_norm: 5.5265 2020-07-27 03:49:26,119 - mmaction - INFO - Epoch [24][2020/3757] lr: 1.000e-02, eta: 6 days, 13:08:39, time: 1.938, data_time: 0.009, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.1096, loss: 2.1096, grad_norm: 5.4191 2020-07-27 03:50:05,123 - mmaction - INFO - Epoch [24][2040/3757] lr: 1.000e-02, eta: 6 days, 13:07:59, time: 1.957, data_time: 0.010, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7578, loss_cls: 2.0727, loss: 2.0727, grad_norm: 5.4323 2020-07-27 03:50:45,519 - mmaction - INFO - Epoch [24][2060/3757] lr: 1.000e-02, eta: 6 days, 13:07:23, time: 2.020, data_time: 0.004, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7461, loss_cls: 2.1504, loss: 2.1504, grad_norm: 5.6473 2020-07-27 03:51:23,217 - mmaction - INFO - Epoch [24][2080/3757] lr: 1.000e-02, eta: 6 days, 13:06:37, time: 1.878, data_time: 0.028, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7648, loss_cls: 2.0759, loss: 2.0759, grad_norm: 5.3916 2020-07-27 03:52:00,538 - mmaction - INFO - Epoch [24][2100/3757] lr: 1.000e-02, eta: 6 days, 13:05:52, time: 1.873, data_time: 0.009, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7492, loss_cls: 2.1056, loss: 2.1056, grad_norm: 5.5904 2020-07-27 03:52:41,377 - mmaction - INFO - Epoch [24][2120/3757] lr: 1.000e-02, eta: 6 days, 13:05:17, time: 2.041, data_time: 0.053, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7328, loss_cls: 2.2464, loss: 2.2464, grad_norm: 5.6065 2020-07-27 03:53:19,814 - mmaction - INFO - Epoch [24][2140/3757] lr: 1.000e-02, eta: 6 days, 13:04:34, time: 1.921, data_time: 0.162, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7555, loss_cls: 2.0644, loss: 2.0644, grad_norm: 5.4569 2020-07-27 03:53:59,935 - mmaction - INFO - Epoch [24][2160/3757] lr: 1.000e-02, eta: 6 days, 13:03:57, time: 2.007, data_time: 0.005, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7586, loss_cls: 2.1532, loss: 2.1532, grad_norm: 5.4628 2020-07-27 03:54:36,947 - mmaction - INFO - Epoch [24][2180/3757] lr: 1.000e-02, eta: 6 days, 13:03:10, time: 1.851, data_time: 0.195, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7398, loss_cls: 2.1118, loss: 2.1118, grad_norm: 5.5831 2020-07-27 03:55:18,572 - mmaction - INFO - Epoch [24][2200/3757] lr: 1.000e-02, eta: 6 days, 13:02:38, time: 2.081, data_time: 1.263, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7328, loss_cls: 2.1389, loss: 2.1389, grad_norm: 5.4649 2020-07-27 03:56:00,315 - mmaction - INFO - Epoch [24][2220/3757] lr: 1.000e-02, eta: 6 days, 13:02:06, time: 2.086, data_time: 1.504, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7469, loss_cls: 2.1524, loss: 2.1524, grad_norm: 5.5555 2020-07-27 03:56:38,175 - mmaction - INFO - Epoch [24][2240/3757] lr: 1.000e-02, eta: 6 days, 13:01:22, time: 1.890, data_time: 1.310, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7469, loss_cls: 2.1630, loss: 2.1630, grad_norm: 5.7469 2020-07-27 03:57:20,446 - mmaction - INFO - Epoch [24][2260/3757] lr: 1.000e-02, eta: 6 days, 13:00:52, time: 2.118, data_time: 1.526, memory: 5170, top1_acc: 0.4750, top5_acc: 0.7219, loss_cls: 2.2474, loss: 2.2474, grad_norm: 5.6151 2020-07-27 03:57:59,018 - mmaction - INFO - Epoch [24][2280/3757] lr: 1.000e-02, eta: 6 days, 13:00:10, time: 1.927, data_time: 1.037, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7516, loss_cls: 2.1210, loss: 2.1210, grad_norm: 5.5074 2020-07-27 03:58:38,418 - mmaction - INFO - Epoch [24][2300/3757] lr: 1.000e-02, eta: 6 days, 12:59:30, time: 1.967, data_time: 0.556, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7633, loss_cls: 2.0603, loss: 2.0603, grad_norm: 5.3951 2020-07-27 03:59:15,056 - mmaction - INFO - Epoch [24][2320/3757] lr: 1.000e-02, eta: 6 days, 12:58:42, time: 1.835, data_time: 0.873, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7406, loss_cls: 2.1075, loss: 2.1075, grad_norm: 5.3427 2020-07-27 03:59:53,563 - mmaction - INFO - Epoch [24][2340/3757] lr: 1.000e-02, eta: 6 days, 12:58:00, time: 1.919, data_time: 1.066, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7266, loss_cls: 2.2158, loss: 2.2158, grad_norm: 5.6760 2020-07-27 04:00:35,619 - mmaction - INFO - Epoch [24][2360/3757] lr: 1.000e-02, eta: 6 days, 12:57:29, time: 2.094, data_time: 0.220, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7492, loss_cls: 2.1140, loss: 2.1140, grad_norm: 5.5822 2020-07-27 04:01:13,667 - mmaction - INFO - Epoch [24][2380/3757] lr: 1.000e-02, eta: 6 days, 12:56:46, time: 1.916, data_time: 0.282, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7469, loss_cls: 2.0936, loss: 2.0936, grad_norm: 5.4416 2020-07-27 04:01:51,779 - mmaction - INFO - Epoch [24][2400/3757] lr: 1.000e-02, eta: 6 days, 12:56:02, time: 1.900, data_time: 0.346, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7305, loss_cls: 2.2242, loss: 2.2242, grad_norm: 5.4957 2020-07-27 04:02:32,725 - mmaction - INFO - Epoch [24][2420/3757] lr: 1.000e-02, eta: 6 days, 12:55:28, time: 2.053, data_time: 0.665, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7570, loss_cls: 2.1533, loss: 2.1533, grad_norm: 5.6336 2020-07-27 04:03:11,150 - mmaction - INFO - Epoch [24][2440/3757] lr: 1.000e-02, eta: 6 days, 12:54:45, time: 1.922, data_time: 0.067, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7477, loss_cls: 2.2260, loss: 2.2260, grad_norm: 5.6544 2020-07-27 04:03:49,984 - mmaction - INFO - Epoch [24][2460/3757] lr: 1.000e-02, eta: 6 days, 12:54:04, time: 1.933, data_time: 0.004, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7289, loss_cls: 2.2271, loss: 2.2271, grad_norm: 5.6454 2020-07-27 04:04:29,611 - mmaction - INFO - Epoch [24][2480/3757] lr: 1.000e-02, eta: 6 days, 12:53:25, time: 1.986, data_time: 0.012, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7594, loss_cls: 2.0960, loss: 2.0960, grad_norm: 5.5252 2020-07-27 04:05:07,677 - mmaction - INFO - Epoch [24][2500/3757] lr: 1.000e-02, eta: 6 days, 12:52:42, time: 1.908, data_time: 0.009, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7484, loss_cls: 2.1425, loss: 2.1425, grad_norm: 5.6877 2020-07-27 04:05:48,569 - mmaction - INFO - Epoch [24][2520/3757] lr: 1.000e-02, eta: 6 days, 12:52:07, time: 2.039, data_time: 0.002, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7820, loss_cls: 1.9586, loss: 1.9586, grad_norm: 5.2854 2020-07-27 04:06:30,521 - mmaction - INFO - Epoch [24][2540/3757] lr: 1.000e-02, eta: 6 days, 12:51:36, time: 2.102, data_time: 0.008, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7359, loss_cls: 2.1938, loss: 2.1938, grad_norm: 5.6974 2020-07-27 04:07:11,244 - mmaction - INFO - Epoch [24][2560/3757] lr: 1.000e-02, eta: 6 days, 12:51:01, time: 2.036, data_time: 0.006, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7320, loss_cls: 2.1864, loss: 2.1864, grad_norm: 5.4836 2020-07-27 04:07:50,037 - mmaction - INFO - Epoch [24][2580/3757] lr: 1.000e-02, eta: 6 days, 12:50:20, time: 1.942, data_time: 0.004, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7406, loss_cls: 2.2084, loss: 2.2084, grad_norm: 5.5435 2020-07-27 04:08:30,801 - mmaction - INFO - Epoch [24][2600/3757] lr: 1.000e-02, eta: 6 days, 12:49:45, time: 2.035, data_time: 0.005, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7531, loss_cls: 2.0409, loss: 2.0409, grad_norm: 5.4618 2020-07-27 04:09:09,907 - mmaction - INFO - Epoch [24][2620/3757] lr: 1.000e-02, eta: 6 days, 12:49:05, time: 1.955, data_time: 0.005, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7414, loss_cls: 2.1416, loss: 2.1416, grad_norm: 5.6253 2020-07-27 04:09:47,030 - mmaction - INFO - Epoch [24][2640/3757] lr: 1.000e-02, eta: 6 days, 12:48:18, time: 1.850, data_time: 0.010, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7234, loss_cls: 2.1751, loss: 2.1751, grad_norm: 5.5028 2020-07-27 04:10:27,474 - mmaction - INFO - Epoch [24][2660/3757] lr: 1.000e-02, eta: 6 days, 12:47:42, time: 2.023, data_time: 0.142, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7484, loss_cls: 2.0964, loss: 2.0964, grad_norm: 5.3870 2020-07-27 04:11:06,047 - mmaction - INFO - Epoch [24][2680/3757] lr: 1.000e-02, eta: 6 days, 12:47:00, time: 1.935, data_time: 0.009, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7398, loss_cls: 2.1642, loss: 2.1642, grad_norm: 5.5737 2020-07-27 04:11:43,779 - mmaction - INFO - Epoch [24][2700/3757] lr: 1.000e-02, eta: 6 days, 12:46:15, time: 1.884, data_time: 0.002, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7172, loss_cls: 2.2770, loss: 2.2770, grad_norm: 5.6467 2020-07-27 04:12:20,997 - mmaction - INFO - Epoch [24][2720/3757] lr: 1.000e-02, eta: 6 days, 12:45:29, time: 1.861, data_time: 0.014, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7586, loss_cls: 2.0584, loss: 2.0584, grad_norm: 5.5781 2020-07-27 04:13:03,838 - mmaction - INFO - Epoch [24][2740/3757] lr: 1.000e-02, eta: 6 days, 12:45:01, time: 2.144, data_time: 0.086, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7617, loss_cls: 2.0687, loss: 2.0687, grad_norm: 5.6260 2020-07-27 04:13:45,264 - mmaction - INFO - Epoch [24][2760/3757] lr: 1.000e-02, eta: 6 days, 12:44:28, time: 2.067, data_time: 0.010, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7461, loss_cls: 2.1460, loss: 2.1460, grad_norm: 5.5862 2020-07-27 04:14:21,779 - mmaction - INFO - Epoch [24][2780/3757] lr: 1.000e-02, eta: 6 days, 12:43:39, time: 1.826, data_time: 0.008, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7414, loss_cls: 2.2070, loss: 2.2070, grad_norm: 5.6234 2020-07-27 04:15:03,099 - mmaction - INFO - Epoch [24][2800/3757] lr: 1.000e-02, eta: 6 days, 12:43:06, time: 2.070, data_time: 0.008, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.1913, loss: 2.1913, grad_norm: 5.6117 2020-07-27 04:15:38,964 - mmaction - INFO - Epoch [24][2820/3757] lr: 1.000e-02, eta: 6 days, 12:42:15, time: 1.794, data_time: 0.004, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7461, loss_cls: 2.1127, loss: 2.1127, grad_norm: 5.4279 2020-07-27 04:16:20,447 - mmaction - INFO - Epoch [24][2840/3757] lr: 1.000e-02, eta: 6 days, 12:41:42, time: 2.068, data_time: 0.039, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7258, loss_cls: 2.2206, loss: 2.2206, grad_norm: 5.6295 2020-07-27 04:16:56,389 - mmaction - INFO - Epoch [24][2860/3757] lr: 1.000e-02, eta: 6 days, 12:40:52, time: 1.802, data_time: 0.011, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7367, loss_cls: 2.1892, loss: 2.1892, grad_norm: 5.5265 2020-07-27 04:17:33,489 - mmaction - INFO - Epoch [24][2880/3757] lr: 1.000e-02, eta: 6 days, 12:40:06, time: 1.857, data_time: 0.004, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7633, loss_cls: 2.0361, loss: 2.0361, grad_norm: 5.4294 2020-07-27 04:18:14,273 - mmaction - INFO - Epoch [24][2900/3757] lr: 1.000e-02, eta: 6 days, 12:39:31, time: 2.037, data_time: 0.019, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7484, loss_cls: 2.1028, loss: 2.1028, grad_norm: 5.4898 2020-07-27 04:18:53,881 - mmaction - INFO - Epoch [24][2920/3757] lr: 1.000e-02, eta: 6 days, 12:38:52, time: 1.979, data_time: 0.004, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7531, loss_cls: 2.1363, loss: 2.1363, grad_norm: 5.6076 2020-07-27 04:19:31,590 - mmaction - INFO - Epoch [24][2940/3757] lr: 1.000e-02, eta: 6 days, 12:38:07, time: 1.888, data_time: 0.011, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7703, loss_cls: 2.0767, loss: 2.0767, grad_norm: 5.6105 2020-07-27 04:20:08,250 - mmaction - INFO - Epoch [24][2960/3757] lr: 1.000e-02, eta: 6 days, 12:37:19, time: 1.834, data_time: 0.009, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7484, loss_cls: 2.1117, loss: 2.1117, grad_norm: 5.6400 2020-07-27 04:20:46,497 - mmaction - INFO - Epoch [24][2980/3757] lr: 1.000e-02, eta: 6 days, 12:36:36, time: 1.912, data_time: 0.003, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7562, loss_cls: 2.0931, loss: 2.0931, grad_norm: 5.5743 2020-07-27 04:21:27,159 - mmaction - INFO - Epoch [24][3000/3757] lr: 1.000e-02, eta: 6 days, 12:36:01, time: 2.033, data_time: 0.009, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7414, loss_cls: 2.1013, loss: 2.1013, grad_norm: 5.4478 2020-07-27 04:22:09,793 - mmaction - INFO - Epoch [24][3020/3757] lr: 1.000e-02, eta: 6 days, 12:35:32, time: 2.129, data_time: 0.008, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7391, loss_cls: 2.0975, loss: 2.0975, grad_norm: 5.4185 2020-07-27 04:22:48,305 - mmaction - INFO - Epoch [24][3040/3757] lr: 1.000e-02, eta: 6 days, 12:34:50, time: 1.928, data_time: 0.008, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7219, loss_cls: 2.2402, loss: 2.2402, grad_norm: 5.6829 2020-07-27 04:23:27,991 - mmaction - INFO - Epoch [24][3060/3757] lr: 1.000e-02, eta: 6 days, 12:34:11, time: 1.986, data_time: 0.010, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7453, loss_cls: 2.1476, loss: 2.1476, grad_norm: 5.6457 2020-07-27 04:24:05,130 - mmaction - INFO - Epoch [24][3080/3757] lr: 1.000e-02, eta: 6 days, 12:33:25, time: 1.855, data_time: 0.003, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7539, loss_cls: 2.1439, loss: 2.1439, grad_norm: 5.5832 2020-07-27 04:24:42,572 - mmaction - INFO - Epoch [24][3100/3757] lr: 1.000e-02, eta: 6 days, 12:32:39, time: 1.874, data_time: 0.004, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7375, loss_cls: 2.1987, loss: 2.1987, grad_norm: 5.7710 2020-07-27 04:25:23,677 - mmaction - INFO - Epoch [24][3120/3757] lr: 1.000e-02, eta: 6 days, 12:32:05, time: 2.046, data_time: 0.007, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7594, loss_cls: 2.0682, loss: 2.0682, grad_norm: 5.6850 2020-07-27 04:26:00,337 - mmaction - INFO - Epoch [24][3140/3757] lr: 1.000e-02, eta: 6 days, 12:31:17, time: 1.842, data_time: 0.011, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7430, loss_cls: 2.1602, loss: 2.1602, grad_norm: 5.6117 2020-07-27 04:26:39,018 - mmaction - INFO - Epoch [24][3160/3757] lr: 1.000e-02, eta: 6 days, 12:30:35, time: 1.932, data_time: 0.007, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7602, loss_cls: 2.1047, loss: 2.1047, grad_norm: 5.5227 2020-07-27 04:27:18,315 - mmaction - INFO - Epoch [24][3180/3757] lr: 1.000e-02, eta: 6 days, 12:29:56, time: 1.966, data_time: 0.003, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7430, loss_cls: 2.1246, loss: 2.1246, grad_norm: 5.6548 2020-07-27 04:27:55,248 - mmaction - INFO - Epoch [24][3200/3757] lr: 1.000e-02, eta: 6 days, 12:29:09, time: 1.846, data_time: 0.008, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7430, loss_cls: 2.1583, loss: 2.1583, grad_norm: 5.5396 2020-07-27 04:28:37,055 - mmaction - INFO - Epoch [24][3220/3757] lr: 1.000e-02, eta: 6 days, 12:28:36, time: 2.081, data_time: 0.008, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7492, loss_cls: 2.1090, loss: 2.1090, grad_norm: 5.5857 2020-07-27 04:29:17,946 - mmaction - INFO - Epoch [24][3240/3757] lr: 1.000e-02, eta: 6 days, 12:28:02, time: 2.053, data_time: 0.012, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7477, loss_cls: 2.2250, loss: 2.2250, grad_norm: 5.7446 2020-07-27 04:29:58,390 - mmaction - INFO - Epoch [24][3260/3757] lr: 1.000e-02, eta: 6 days, 12:27:26, time: 2.017, data_time: 0.008, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7359, loss_cls: 2.0880, loss: 2.0880, grad_norm: 5.4967 2020-07-27 04:30:36,150 - mmaction - INFO - Epoch [24][3280/3757] lr: 1.000e-02, eta: 6 days, 12:26:42, time: 1.894, data_time: 0.009, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7328, loss_cls: 2.2411, loss: 2.2411, grad_norm: 5.6944 2020-07-27 04:31:17,688 - mmaction - INFO - Epoch [24][3300/3757] lr: 1.000e-02, eta: 6 days, 12:26:09, time: 2.071, data_time: 0.008, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7398, loss_cls: 2.1858, loss: 2.1858, grad_norm: 5.3823 2020-07-27 04:31:56,185 - mmaction - INFO - Epoch [24][3320/3757] lr: 1.000e-02, eta: 6 days, 12:25:27, time: 1.926, data_time: 0.009, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7445, loss_cls: 2.1364, loss: 2.1364, grad_norm: 5.3739 2020-07-27 04:32:32,520 - mmaction - INFO - Epoch [24][3340/3757] lr: 1.000e-02, eta: 6 days, 12:24:38, time: 1.820, data_time: 0.007, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7422, loss_cls: 2.1533, loss: 2.1533, grad_norm: 5.4479 2020-07-27 04:33:10,646 - mmaction - INFO - Epoch [24][3360/3757] lr: 1.000e-02, eta: 6 days, 12:23:54, time: 1.897, data_time: 0.008, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7406, loss_cls: 2.2361, loss: 2.2361, grad_norm: 5.7464 2020-07-27 04:33:51,152 - mmaction - INFO - Epoch [24][3380/3757] lr: 1.000e-02, eta: 6 days, 12:23:19, time: 2.033, data_time: 0.013, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7297, loss_cls: 2.1607, loss: 2.1607, grad_norm: 5.6319 2020-07-27 04:34:34,293 - mmaction - INFO - Epoch [24][3400/3757] lr: 1.000e-02, eta: 6 days, 12:22:51, time: 2.149, data_time: 0.005, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7562, loss_cls: 2.1274, loss: 2.1274, grad_norm: 5.6444 2020-07-27 04:35:11,634 - mmaction - INFO - Epoch [24][3420/3757] lr: 1.000e-02, eta: 6 days, 12:22:06, time: 1.877, data_time: 0.023, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7461, loss_cls: 2.1062, loss: 2.1062, grad_norm: 5.4385 2020-07-27 04:35:48,535 - mmaction - INFO - Epoch [24][3440/3757] lr: 1.000e-02, eta: 6 days, 12:21:18, time: 1.844, data_time: 0.008, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7359, loss_cls: 2.1791, loss: 2.1791, grad_norm: 5.4471 2020-07-27 04:36:29,867 - mmaction - INFO - Epoch [24][3460/3757] lr: 1.000e-02, eta: 6 days, 12:20:45, time: 2.061, data_time: 0.070, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7312, loss_cls: 2.1715, loss: 2.1715, grad_norm: 5.5217 2020-07-27 04:37:05,882 - mmaction - INFO - Epoch [24][3480/3757] lr: 1.000e-02, eta: 6 days, 12:19:55, time: 1.808, data_time: 0.013, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7531, loss_cls: 2.0805, loss: 2.0805, grad_norm: 5.4432 2020-07-27 04:37:46,765 - mmaction - INFO - Epoch [24][3500/3757] lr: 1.000e-02, eta: 6 days, 12:19:20, time: 2.036, data_time: 0.386, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7531, loss_cls: 2.0808, loss: 2.0808, grad_norm: 5.5484 2020-07-27 04:38:25,270 - mmaction - INFO - Epoch [24][3520/3757] lr: 1.000e-02, eta: 6 days, 12:18:38, time: 1.932, data_time: 1.103, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7453, loss_cls: 2.1235, loss: 2.1235, grad_norm: 5.6267 2020-07-27 04:39:02,736 - mmaction - INFO - Epoch [24][3540/3757] lr: 1.000e-02, eta: 6 days, 12:17:53, time: 1.871, data_time: 0.728, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7258, loss_cls: 2.2236, loss: 2.2236, grad_norm: 5.6846 2020-07-27 04:39:40,344 - mmaction - INFO - Epoch [24][3560/3757] lr: 1.000e-02, eta: 6 days, 12:17:07, time: 1.878, data_time: 0.548, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7523, loss_cls: 2.1485, loss: 2.1485, grad_norm: 5.6622 2020-07-27 04:40:19,625 - mmaction - INFO - Epoch [24][3580/3757] lr: 1.000e-02, eta: 6 days, 12:16:28, time: 1.963, data_time: 0.014, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7508, loss_cls: 2.1501, loss: 2.1501, grad_norm: 5.6164 2020-07-27 04:41:00,355 - mmaction - INFO - Epoch [24][3600/3757] lr: 1.000e-02, eta: 6 days, 12:15:53, time: 2.041, data_time: 0.018, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7258, loss_cls: 2.2078, loss: 2.2078, grad_norm: 5.6093 2020-07-27 04:41:40,189 - mmaction - INFO - Epoch [24][3620/3757] lr: 1.000e-02, eta: 6 days, 12:15:15, time: 1.993, data_time: 0.551, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7484, loss_cls: 2.1178, loss: 2.1178, grad_norm: 5.5693 2020-07-27 04:42:19,571 - mmaction - INFO - Epoch [24][3640/3757] lr: 1.000e-02, eta: 6 days, 12:14:35, time: 1.962, data_time: 0.343, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7383, loss_cls: 2.1527, loss: 2.1527, grad_norm: 5.4745 2020-07-27 04:42:59,182 - mmaction - INFO - Epoch [24][3660/3757] lr: 1.000e-02, eta: 6 days, 12:13:56, time: 1.979, data_time: 1.398, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7633, loss_cls: 2.0540, loss: 2.0540, grad_norm: 5.4800 2020-07-27 04:43:38,297 - mmaction - INFO - Epoch [24][3680/3757] lr: 1.000e-02, eta: 6 days, 12:13:17, time: 1.963, data_time: 1.229, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7414, loss_cls: 2.1730, loss: 2.1730, grad_norm: 5.5882 2020-07-27 04:44:18,245 - mmaction - INFO - Epoch [24][3700/3757] lr: 1.000e-02, eta: 6 days, 12:12:39, time: 1.993, data_time: 0.358, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7227, loss_cls: 2.2284, loss: 2.2284, grad_norm: 5.4994 2020-07-27 04:44:54,089 - mmaction - INFO - Epoch [24][3720/3757] lr: 1.000e-02, eta: 6 days, 12:11:48, time: 1.796, data_time: 0.832, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7461, loss_cls: 2.1323, loss: 2.1323, grad_norm: 5.4382 2020-07-27 04:45:38,673 - mmaction - INFO - Epoch [24][3740/3757] lr: 1.000e-02, eta: 6 days, 12:11:26, time: 2.231, data_time: 1.585, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7453, loss_cls: 2.1302, loss: 2.1302, grad_norm: 5.5709 2020-07-27 04:46:01,023 - mmaction - INFO - Saving checkpoint at 24 epochs 2020-07-27 04:46:58,507 - mmaction - INFO - Epoch [25][20/3757] lr: 1.000e-02, eta: 6 days, 12:09:21, time: 2.820, data_time: 1.979, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7555, loss_cls: 2.1000, loss: 2.1000, grad_norm: 5.4637 2020-07-27 04:47:35,970 - mmaction - INFO - Epoch [25][40/3757] lr: 1.000e-02, eta: 6 days, 12:08:35, time: 1.868, data_time: 0.009, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7297, loss_cls: 2.1462, loss: 2.1462, grad_norm: 5.4917 2020-07-27 04:48:16,331 - mmaction - INFO - Epoch [25][60/3757] lr: 1.000e-02, eta: 6 days, 12:07:59, time: 2.025, data_time: 0.700, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7539, loss_cls: 2.1479, loss: 2.1479, grad_norm: 5.4915 2020-07-27 04:48:55,080 - mmaction - INFO - Epoch [25][80/3757] lr: 1.000e-02, eta: 6 days, 12:07:17, time: 1.929, data_time: 1.241, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7523, loss_cls: 2.1022, loss: 2.1022, grad_norm: 5.4880 2020-07-27 04:49:33,466 - mmaction - INFO - Epoch [25][100/3757] lr: 1.000e-02, eta: 6 days, 12:06:35, time: 1.920, data_time: 0.821, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7266, loss_cls: 2.2511, loss: 2.2511, grad_norm: 5.6946 2020-07-27 04:50:14,021 - mmaction - INFO - Epoch [25][120/3757] lr: 1.000e-02, eta: 6 days, 12:05:59, time: 2.027, data_time: 1.333, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7500, loss_cls: 2.0829, loss: 2.0829, grad_norm: 5.5011 2020-07-27 04:50:52,774 - mmaction - INFO - Epoch [25][140/3757] lr: 1.000e-02, eta: 6 days, 12:05:18, time: 1.946, data_time: 1.378, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7258, loss_cls: 2.2340, loss: 2.2340, grad_norm: 5.6110 2020-07-27 04:51:34,257 - mmaction - INFO - Epoch [25][160/3757] lr: 1.000e-02, eta: 6 days, 12:04:45, time: 2.072, data_time: 1.473, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7586, loss_cls: 2.1146, loss: 2.1146, grad_norm: 5.3971 2020-07-27 04:52:13,279 - mmaction - INFO - Epoch [25][180/3757] lr: 1.000e-02, eta: 6 days, 12:04:04, time: 1.947, data_time: 1.267, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7516, loss_cls: 2.0758, loss: 2.0758, grad_norm: 5.5330 2020-07-27 04:52:53,771 - mmaction - INFO - Epoch [25][200/3757] lr: 1.000e-02, eta: 6 days, 12:03:29, time: 2.025, data_time: 1.439, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7484, loss_cls: 2.1160, loss: 2.1160, grad_norm: 5.6223 2020-07-27 04:53:33,308 - mmaction - INFO - Epoch [25][220/3757] lr: 1.000e-02, eta: 6 days, 12:02:49, time: 1.972, data_time: 1.380, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7500, loss_cls: 2.1059, loss: 2.1059, grad_norm: 5.4232 2020-07-27 04:54:08,959 - mmaction - INFO - Epoch [25][240/3757] lr: 1.000e-02, eta: 6 days, 12:01:59, time: 1.794, data_time: 1.152, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7430, loss_cls: 2.1397, loss: 2.1397, grad_norm: 5.6719 2020-07-27 04:54:50,778 - mmaction - INFO - Epoch [25][260/3757] lr: 1.000e-02, eta: 6 days, 12:01:27, time: 2.091, data_time: 0.936, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7609, loss_cls: 2.0762, loss: 2.0762, grad_norm: 5.4837 2020-07-27 04:55:31,979 - mmaction - INFO - Epoch [25][280/3757] lr: 1.000e-02, eta: 6 days, 12:00:53, time: 2.057, data_time: 1.330, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7453, loss_cls: 2.0952, loss: 2.0952, grad_norm: 5.4005 2020-07-27 04:56:08,977 - mmaction - INFO - Epoch [25][300/3757] lr: 1.000e-02, eta: 6 days, 12:00:07, time: 1.853, data_time: 1.274, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7578, loss_cls: 2.0669, loss: 2.0669, grad_norm: 5.5448 2020-07-27 04:56:52,528 - mmaction - INFO - Epoch [25][320/3757] lr: 1.000e-02, eta: 6 days, 11:59:40, time: 2.172, data_time: 1.414, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7367, loss_cls: 2.1305, loss: 2.1305, grad_norm: 5.4540 2020-07-27 04:57:24,566 - mmaction - INFO - Epoch [25][340/3757] lr: 1.000e-02, eta: 6 days, 11:58:38, time: 1.608, data_time: 0.948, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.0932, loss: 2.0932, grad_norm: 5.4870 2020-07-27 04:58:03,788 - mmaction - INFO - Epoch [25][360/3757] lr: 1.000e-02, eta: 6 days, 11:57:58, time: 1.951, data_time: 0.226, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7352, loss_cls: 2.1323, loss: 2.1323, grad_norm: 5.4454 2020-07-27 04:58:42,056 - mmaction - INFO - Epoch [25][380/3757] lr: 1.000e-02, eta: 6 days, 11:57:15, time: 1.923, data_time: 0.111, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7461, loss_cls: 2.1731, loss: 2.1731, grad_norm: 5.4345 2020-07-27 04:59:20,462 - mmaction - INFO - Epoch [25][400/3757] lr: 1.000e-02, eta: 6 days, 11:56:33, time: 1.919, data_time: 0.049, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7695, loss_cls: 2.0126, loss: 2.0126, grad_norm: 5.4480 2020-07-27 04:59:58,247 - mmaction - INFO - Epoch [25][420/3757] lr: 1.000e-02, eta: 6 days, 11:55:48, time: 1.886, data_time: 0.071, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7578, loss_cls: 2.0987, loss: 2.0987, grad_norm: 5.6704 2020-07-27 05:00:40,156 - mmaction - INFO - Epoch [25][440/3757] lr: 1.000e-02, eta: 6 days, 11:55:16, time: 2.089, data_time: 0.346, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7570, loss_cls: 2.0683, loss: 2.0683, grad_norm: 5.6153 2020-07-27 05:01:15,801 - mmaction - INFO - Epoch [25][460/3757] lr: 1.000e-02, eta: 6 days, 11:54:25, time: 1.785, data_time: 0.490, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7750, loss_cls: 2.0430, loss: 2.0430, grad_norm: 5.6598 2020-07-27 05:01:57,582 - mmaction - INFO - Epoch [25][480/3757] lr: 1.000e-02, eta: 6 days, 11:53:54, time: 2.094, data_time: 0.211, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7484, loss_cls: 2.1280, loss: 2.1280, grad_norm: 5.7165 2020-07-27 05:02:33,785 - mmaction - INFO - Epoch [25][500/3757] lr: 1.000e-02, eta: 6 days, 11:53:04, time: 1.805, data_time: 0.077, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7484, loss_cls: 2.1479, loss: 2.1479, grad_norm: 5.6522 2020-07-27 05:03:15,631 - mmaction - INFO - Epoch [25][520/3757] lr: 1.000e-02, eta: 6 days, 11:52:33, time: 2.099, data_time: 0.010, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7531, loss_cls: 2.0575, loss: 2.0575, grad_norm: 5.4859 2020-07-27 05:03:53,629 - mmaction - INFO - Epoch [25][540/3757] lr: 1.000e-02, eta: 6 days, 11:51:49, time: 1.899, data_time: 0.006, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7523, loss_cls: 2.0658, loss: 2.0658, grad_norm: 5.3927 2020-07-27 05:04:30,587 - mmaction - INFO - Epoch [25][560/3757] lr: 1.000e-02, eta: 6 days, 11:51:02, time: 1.849, data_time: 0.003, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7484, loss_cls: 2.1708, loss: 2.1708, grad_norm: 5.6854 2020-07-27 05:05:12,464 - mmaction - INFO - Epoch [25][580/3757] lr: 1.000e-02, eta: 6 days, 11:50:30, time: 2.088, data_time: 0.007, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7297, loss_cls: 2.1158, loss: 2.1158, grad_norm: 5.4310 2020-07-27 05:05:49,065 - mmaction - INFO - Epoch [25][600/3757] lr: 1.000e-02, eta: 6 days, 11:49:43, time: 1.834, data_time: 0.013, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7641, loss_cls: 2.0796, loss: 2.0796, grad_norm: 5.4080 2020-07-27 05:06:29,350 - mmaction - INFO - Epoch [25][620/3757] lr: 1.000e-02, eta: 6 days, 11:49:06, time: 2.009, data_time: 0.010, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7531, loss_cls: 2.1174, loss: 2.1174, grad_norm: 5.5090 2020-07-27 05:07:06,665 - mmaction - INFO - Epoch [25][640/3757] lr: 1.000e-02, eta: 6 days, 11:48:20, time: 1.872, data_time: 0.010, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7555, loss_cls: 2.0724, loss: 2.0724, grad_norm: 5.4583 2020-07-27 05:07:44,413 - mmaction - INFO - Epoch [25][660/3757] lr: 1.000e-02, eta: 6 days, 11:47:35, time: 1.881, data_time: 0.009, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7406, loss_cls: 2.1448, loss: 2.1448, grad_norm: 5.5776 2020-07-27 05:08:25,226 - mmaction - INFO - Epoch [25][680/3757] lr: 1.000e-02, eta: 6 days, 11:47:01, time: 2.045, data_time: 0.009, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7531, loss_cls: 2.0464, loss: 2.0464, grad_norm: 5.4668 2020-07-27 05:09:02,581 - mmaction - INFO - Epoch [25][700/3757] lr: 1.000e-02, eta: 6 days, 11:46:15, time: 1.870, data_time: 0.009, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7461, loss_cls: 2.1753, loss: 2.1753, grad_norm: 5.7241 2020-07-27 05:09:42,055 - mmaction - INFO - Epoch [25][720/3757] lr: 1.000e-02, eta: 6 days, 11:45:36, time: 1.973, data_time: 0.009, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7625, loss_cls: 2.0562, loss: 2.0562, grad_norm: 5.5420 2020-07-27 05:10:20,513 - mmaction - INFO - Epoch [25][740/3757] lr: 1.000e-02, eta: 6 days, 11:44:53, time: 1.915, data_time: 0.005, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7508, loss_cls: 2.1318, loss: 2.1318, grad_norm: 5.5518 2020-07-27 05:11:02,336 - mmaction - INFO - Epoch [25][760/3757] lr: 1.000e-02, eta: 6 days, 11:44:22, time: 2.100, data_time: 0.014, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7367, loss_cls: 2.1182, loss: 2.1182, grad_norm: 5.5599 2020-07-27 05:11:38,705 - mmaction - INFO - Epoch [25][780/3757] lr: 1.000e-02, eta: 6 days, 11:43:33, time: 1.809, data_time: 0.009, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7492, loss_cls: 2.1184, loss: 2.1184, grad_norm: 5.5366 2020-07-27 05:12:16,850 - mmaction - INFO - Epoch [25][800/3757] lr: 1.000e-02, eta: 6 days, 11:42:50, time: 1.913, data_time: 0.012, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7414, loss_cls: 2.0916, loss: 2.0916, grad_norm: 5.5600 2020-07-27 05:12:57,140 - mmaction - INFO - Epoch [25][820/3757] lr: 1.000e-02, eta: 6 days, 11:42:14, time: 2.018, data_time: 0.006, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7602, loss_cls: 2.0865, loss: 2.0865, grad_norm: 5.6078 2020-07-27 05:13:34,097 - mmaction - INFO - Epoch [25][840/3757] lr: 1.000e-02, eta: 6 days, 11:41:27, time: 1.845, data_time: 0.002, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7547, loss_cls: 2.0725, loss: 2.0725, grad_norm: 5.7068 2020-07-27 05:14:15,374 - mmaction - INFO - Epoch [25][860/3757] lr: 1.000e-02, eta: 6 days, 11:40:53, time: 2.063, data_time: 0.010, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7492, loss_cls: 2.1466, loss: 2.1466, grad_norm: 5.5114 2020-07-27 05:14:56,103 - mmaction - INFO - Epoch [25][880/3757] lr: 1.000e-02, eta: 6 days, 11:40:18, time: 2.036, data_time: 0.006, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7695, loss_cls: 1.9890, loss: 1.9890, grad_norm: 5.4770 2020-07-27 05:15:35,379 - mmaction - INFO - Epoch [25][900/3757] lr: 1.000e-02, eta: 6 days, 11:39:38, time: 1.965, data_time: 0.010, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7570, loss_cls: 2.1319, loss: 2.1319, grad_norm: 5.7856 2020-07-27 05:16:15,372 - mmaction - INFO - Epoch [25][920/3757] lr: 1.000e-02, eta: 6 days, 11:39:01, time: 2.002, data_time: 0.011, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7562, loss_cls: 2.0732, loss: 2.0732, grad_norm: 5.6581 2020-07-27 05:16:55,184 - mmaction - INFO - Epoch [25][940/3757] lr: 1.000e-02, eta: 6 days, 11:38:23, time: 1.988, data_time: 0.003, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7219, loss_cls: 2.2816, loss: 2.2816, grad_norm: 5.6912 2020-07-27 05:17:30,456 - mmaction - INFO - Epoch [25][960/3757] lr: 1.000e-02, eta: 6 days, 11:37:31, time: 1.763, data_time: 0.011, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7523, loss_cls: 2.1111, loss: 2.1111, grad_norm: 5.5574 2020-07-27 05:18:12,295 - mmaction - INFO - Epoch [25][980/3757] lr: 1.000e-02, eta: 6 days, 11:36:59, time: 2.097, data_time: 0.009, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7148, loss_cls: 2.2808, loss: 2.2808, grad_norm: 5.6721 2020-07-27 05:18:51,064 - mmaction - INFO - Epoch [25][1000/3757] lr: 1.000e-02, eta: 6 days, 11:36:18, time: 1.936, data_time: 0.008, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7578, loss_cls: 2.1053, loss: 2.1053, grad_norm: 5.4817 2020-07-27 05:19:30,449 - mmaction - INFO - Epoch [25][1020/3757] lr: 1.000e-02, eta: 6 days, 11:35:38, time: 1.970, data_time: 0.005, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7312, loss_cls: 2.1753, loss: 2.1753, grad_norm: 5.5152 2020-07-27 05:20:07,793 - mmaction - INFO - Epoch [25][1040/3757] lr: 1.000e-02, eta: 6 days, 11:34:53, time: 1.867, data_time: 0.008, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7359, loss_cls: 2.1239, loss: 2.1239, grad_norm: 5.6325 2020-07-27 05:20:43,681 - mmaction - INFO - Epoch [25][1060/3757] lr: 1.000e-02, eta: 6 days, 11:34:02, time: 1.790, data_time: 0.003, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7531, loss_cls: 2.1286, loss: 2.1286, grad_norm: 5.6024 2020-07-27 05:21:25,403 - mmaction - INFO - Epoch [25][1080/3757] lr: 1.000e-02, eta: 6 days, 11:33:31, time: 2.091, data_time: 0.011, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7445, loss_cls: 2.1291, loss: 2.1291, grad_norm: 5.5663 2020-07-27 05:22:04,252 - mmaction - INFO - Epoch [25][1100/3757] lr: 1.000e-02, eta: 6 days, 11:32:50, time: 1.943, data_time: 0.009, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.0583, loss: 2.0583, grad_norm: 5.5510 2020-07-27 05:22:41,688 - mmaction - INFO - Epoch [25][1120/3757] lr: 1.000e-02, eta: 6 days, 11:32:04, time: 1.871, data_time: 0.002, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7477, loss_cls: 2.0985, loss: 2.0985, grad_norm: 5.4473 2020-07-27 05:23:21,885 - mmaction - INFO - Epoch [25][1140/3757] lr: 1.000e-02, eta: 6 days, 11:31:27, time: 2.006, data_time: 0.008, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7344, loss_cls: 2.1756, loss: 2.1756, grad_norm: 5.6501 2020-07-27 05:24:03,506 - mmaction - INFO - Epoch [25][1160/3757] lr: 1.000e-02, eta: 6 days, 11:30:55, time: 2.083, data_time: 0.009, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7648, loss_cls: 2.0785, loss: 2.0785, grad_norm: 5.4637 2020-07-27 05:24:42,929 - mmaction - INFO - Epoch [25][1180/3757] lr: 1.000e-02, eta: 6 days, 11:30:15, time: 1.969, data_time: 0.004, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7461, loss_cls: 2.1320, loss: 2.1320, grad_norm: 5.6138 2020-07-27 05:25:22,375 - mmaction - INFO - Epoch [25][1200/3757] lr: 1.000e-02, eta: 6 days, 11:29:36, time: 1.972, data_time: 0.011, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7625, loss_cls: 2.0480, loss: 2.0480, grad_norm: 5.5101 2020-07-27 05:25:53,996 - mmaction - INFO - Epoch [25][1220/3757] lr: 1.000e-02, eta: 6 days, 11:28:33, time: 1.584, data_time: 0.032, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7281, loss_cls: 2.1633, loss: 2.1633, grad_norm: 5.6229 2020-07-27 05:26:36,086 - mmaction - INFO - Epoch [25][1240/3757] lr: 1.000e-02, eta: 6 days, 11:28:02, time: 2.102, data_time: 0.042, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7383, loss_cls: 2.1731, loss: 2.1731, grad_norm: 5.5508 2020-07-27 05:27:17,526 - mmaction - INFO - Epoch [25][1260/3757] lr: 1.000e-02, eta: 6 days, 11:27:29, time: 2.075, data_time: 0.006, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7641, loss_cls: 2.0070, loss: 2.0070, grad_norm: 5.4417 2020-07-27 05:27:55,595 - mmaction - INFO - Epoch [25][1280/3757] lr: 1.000e-02, eta: 6 days, 11:26:46, time: 1.902, data_time: 0.008, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7570, loss_cls: 2.1052, loss: 2.1052, grad_norm: 5.5367 2020-07-27 05:28:34,753 - mmaction - INFO - Epoch [25][1300/3757] lr: 1.000e-02, eta: 6 days, 11:26:06, time: 1.959, data_time: 0.004, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7508, loss_cls: 2.1534, loss: 2.1534, grad_norm: 5.6031 2020-07-27 05:29:15,088 - mmaction - INFO - Epoch [25][1320/3757] lr: 1.000e-02, eta: 6 days, 11:25:29, time: 2.017, data_time: 0.008, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7250, loss_cls: 2.2531, loss: 2.2531, grad_norm: 5.5868 2020-07-27 05:29:52,582 - mmaction - INFO - Epoch [25][1340/3757] lr: 1.000e-02, eta: 6 days, 11:24:44, time: 1.875, data_time: 0.002, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7617, loss_cls: 2.0619, loss: 2.0619, grad_norm: 5.3691 2020-07-27 05:30:29,052 - mmaction - INFO - Epoch [25][1360/3757] lr: 1.000e-02, eta: 6 days, 11:23:56, time: 1.822, data_time: 0.008, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7398, loss_cls: 2.1739, loss: 2.1739, grad_norm: 5.6527 2020-07-27 05:31:09,627 - mmaction - INFO - Epoch [25][1380/3757] lr: 1.000e-02, eta: 6 days, 11:23:20, time: 2.029, data_time: 0.003, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7523, loss_cls: 2.0976, loss: 2.0976, grad_norm: 5.4335 2020-07-27 05:31:51,530 - mmaction - INFO - Epoch [25][1400/3757] lr: 1.000e-02, eta: 6 days, 11:22:48, time: 2.089, data_time: 0.003, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7742, loss_cls: 2.0497, loss: 2.0497, grad_norm: 5.4703 2020-07-27 05:32:29,575 - mmaction - INFO - Epoch [25][1420/3757] lr: 1.000e-02, eta: 6 days, 11:22:05, time: 1.910, data_time: 0.027, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7414, loss_cls: 2.1092, loss: 2.1092, grad_norm: 5.5825 2020-07-27 05:33:11,537 - mmaction - INFO - Epoch [25][1440/3757] lr: 1.000e-02, eta: 6 days, 11:21:33, time: 2.090, data_time: 0.008, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7477, loss_cls: 2.0952, loss: 2.0952, grad_norm: 5.6210 2020-07-27 05:33:49,600 - mmaction - INFO - Epoch [25][1460/3757] lr: 1.000e-02, eta: 6 days, 11:20:50, time: 1.903, data_time: 0.011, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7398, loss_cls: 2.1111, loss: 2.1111, grad_norm: 5.6723 2020-07-27 05:34:26,360 - mmaction - INFO - Epoch [25][1480/3757] lr: 1.000e-02, eta: 6 days, 11:20:03, time: 1.843, data_time: 0.010, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7703, loss_cls: 2.0346, loss: 2.0346, grad_norm: 5.4740 2020-07-27 05:35:02,350 - mmaction - INFO - Epoch [25][1500/3757] lr: 1.000e-02, eta: 6 days, 11:19:13, time: 1.802, data_time: 0.090, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7500, loss_cls: 2.0834, loss: 2.0834, grad_norm: 5.6059 2020-07-27 05:35:40,845 - mmaction - INFO - Epoch [25][1520/3757] lr: 1.000e-02, eta: 6 days, 11:18:31, time: 1.925, data_time: 0.103, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7469, loss_cls: 2.1197, loss: 2.1197, grad_norm: 5.7030 2020-07-27 05:36:20,268 - mmaction - INFO - Epoch [25][1540/3757] lr: 1.000e-02, eta: 6 days, 11:17:51, time: 1.964, data_time: 0.031, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7203, loss_cls: 2.2656, loss: 2.2656, grad_norm: 5.5710 2020-07-27 05:37:02,858 - mmaction - INFO - Epoch [25][1560/3757] lr: 1.000e-02, eta: 6 days, 11:17:22, time: 2.136, data_time: 0.011, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7508, loss_cls: 2.0900, loss: 2.0900, grad_norm: 5.5700 2020-07-27 05:37:38,021 - mmaction - INFO - Epoch [25][1580/3757] lr: 1.000e-02, eta: 6 days, 11:16:29, time: 1.754, data_time: 0.008, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7562, loss_cls: 2.0458, loss: 2.0458, grad_norm: 5.4776 2020-07-27 05:38:18,327 - mmaction - INFO - Epoch [25][1600/3757] lr: 1.000e-02, eta: 6 days, 11:15:53, time: 2.017, data_time: 0.010, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7398, loss_cls: 2.1818, loss: 2.1818, grad_norm: 5.5523 2020-07-27 05:38:59,101 - mmaction - INFO - Epoch [25][1620/3757] lr: 1.000e-02, eta: 6 days, 11:15:18, time: 2.038, data_time: 0.010, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7516, loss_cls: 2.1294, loss: 2.1294, grad_norm: 5.4983 2020-07-27 05:39:37,992 - mmaction - INFO - Epoch [25][1640/3757] lr: 1.000e-02, eta: 6 days, 11:14:37, time: 1.946, data_time: 0.012, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7477, loss_cls: 2.1067, loss: 2.1067, grad_norm: 5.4865 2020-07-27 05:40:16,675 - mmaction - INFO - Epoch [25][1660/3757] lr: 1.000e-02, eta: 6 days, 11:13:55, time: 1.929, data_time: 0.010, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7469, loss_cls: 2.0937, loss: 2.0937, grad_norm: 5.6195 2020-07-27 05:40:57,036 - mmaction - INFO - Epoch [25][1680/3757] lr: 1.000e-02, eta: 6 days, 11:13:20, time: 2.024, data_time: 0.010, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7344, loss_cls: 2.1465, loss: 2.1465, grad_norm: 5.5051 2020-07-27 05:41:36,298 - mmaction - INFO - Epoch [25][1700/3757] lr: 1.000e-02, eta: 6 days, 11:12:40, time: 1.962, data_time: 0.009, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7461, loss_cls: 2.1004, loss: 2.1004, grad_norm: 5.4790 2020-07-27 05:42:16,539 - mmaction - INFO - Epoch [25][1720/3757] lr: 1.000e-02, eta: 6 days, 11:12:03, time: 2.015, data_time: 0.005, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7484, loss_cls: 2.0776, loss: 2.0776, grad_norm: 5.4443 2020-07-27 05:42:54,045 - mmaction - INFO - Epoch [25][1740/3757] lr: 1.000e-02, eta: 6 days, 11:11:18, time: 1.871, data_time: 0.085, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7555, loss_cls: 2.0983, loss: 2.0983, grad_norm: 5.5401 2020-07-27 05:43:32,686 - mmaction - INFO - Epoch [25][1760/3757] lr: 1.000e-02, eta: 6 days, 11:10:36, time: 1.934, data_time: 0.192, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7578, loss_cls: 2.0592, loss: 2.0592, grad_norm: 5.4355 2020-07-27 05:44:08,899 - mmaction - INFO - Epoch [25][1780/3757] lr: 1.000e-02, eta: 6 days, 11:09:47, time: 1.812, data_time: 0.729, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7648, loss_cls: 2.0646, loss: 2.0646, grad_norm: 5.5234 2020-07-27 05:44:49,353 - mmaction - INFO - Epoch [25][1800/3757] lr: 1.000e-02, eta: 6 days, 11:09:11, time: 2.017, data_time: 0.096, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7688, loss_cls: 2.0192, loss: 2.0192, grad_norm: 5.3611 2020-07-27 05:45:28,756 - mmaction - INFO - Epoch [25][1820/3757] lr: 1.000e-02, eta: 6 days, 11:08:32, time: 1.972, data_time: 0.070, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7617, loss_cls: 2.1326, loss: 2.1326, grad_norm: 5.6645 2020-07-27 05:46:09,565 - mmaction - INFO - Epoch [25][1840/3757] lr: 1.000e-02, eta: 6 days, 11:07:57, time: 2.041, data_time: 0.008, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7484, loss_cls: 2.1116, loss: 2.1116, grad_norm: 5.5049 2020-07-27 05:46:47,587 - mmaction - INFO - Epoch [25][1860/3757] lr: 1.000e-02, eta: 6 days, 11:07:13, time: 1.904, data_time: 0.011, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7672, loss_cls: 2.0657, loss: 2.0657, grad_norm: 5.6341 2020-07-27 05:47:29,261 - mmaction - INFO - Epoch [25][1880/3757] lr: 1.000e-02, eta: 6 days, 11:06:41, time: 2.085, data_time: 0.009, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7516, loss_cls: 2.1426, loss: 2.1426, grad_norm: 5.5748 2020-07-27 05:48:10,168 - mmaction - INFO - Epoch [25][1900/3757] lr: 1.000e-02, eta: 6 days, 11:06:07, time: 2.044, data_time: 0.157, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7391, loss_cls: 2.0815, loss: 2.0815, grad_norm: 5.4760 2020-07-27 05:48:48,847 - mmaction - INFO - Epoch [25][1920/3757] lr: 1.000e-02, eta: 6 days, 11:05:25, time: 1.927, data_time: 0.008, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7477, loss_cls: 2.1553, loss: 2.1553, grad_norm: 5.6146 2020-07-27 05:49:28,018 - mmaction - INFO - Epoch [25][1940/3757] lr: 1.000e-02, eta: 6 days, 11:04:45, time: 1.966, data_time: 0.010, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7547, loss_cls: 2.1052, loss: 2.1052, grad_norm: 5.5714 2020-07-27 05:50:04,267 - mmaction - INFO - Epoch [25][1960/3757] lr: 1.000e-02, eta: 6 days, 11:03:56, time: 1.811, data_time: 0.007, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7375, loss_cls: 2.1285, loss: 2.1285, grad_norm: 5.5171 2020-07-27 05:50:40,131 - mmaction - INFO - Epoch [25][1980/3757] lr: 1.000e-02, eta: 6 days, 11:03:06, time: 1.795, data_time: 0.004, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7391, loss_cls: 2.1089, loss: 2.1089, grad_norm: 5.5381 2020-07-27 05:51:22,431 - mmaction - INFO - Epoch [25][2000/3757] lr: 1.000e-02, eta: 6 days, 11:02:35, time: 2.113, data_time: 0.009, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7609, loss_cls: 2.0725, loss: 2.0725, grad_norm: 5.3724 2020-07-27 05:52:01,599 - mmaction - INFO - Epoch [25][2020/3757] lr: 1.000e-02, eta: 6 days, 11:01:56, time: 1.961, data_time: 0.004, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7359, loss_cls: 2.1652, loss: 2.1652, grad_norm: 5.5776 2020-07-27 05:52:40,568 - mmaction - INFO - Epoch [25][2040/3757] lr: 1.000e-02, eta: 6 days, 11:01:14, time: 1.941, data_time: 0.011, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7422, loss_cls: 2.1223, loss: 2.1223, grad_norm: 5.5450 2020-07-27 05:53:19,973 - mmaction - INFO - Epoch [25][2060/3757] lr: 1.000e-02, eta: 6 days, 11:00:36, time: 1.977, data_time: 0.010, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7625, loss_cls: 2.0440, loss: 2.0440, grad_norm: 5.5488 2020-07-27 05:53:56,580 - mmaction - INFO - Epoch [25][2080/3757] lr: 1.000e-02, eta: 6 days, 10:59:47, time: 1.821, data_time: 0.009, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7602, loss_cls: 2.0211, loss: 2.0211, grad_norm: 5.5587 2020-07-27 05:54:37,842 - mmaction - INFO - Epoch [25][2100/3757] lr: 1.000e-02, eta: 6 days, 10:59:14, time: 2.074, data_time: 0.013, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7453, loss_cls: 2.0787, loss: 2.0787, grad_norm: 5.4913 2020-07-27 05:55:14,728 - mmaction - INFO - Epoch [25][2120/3757] lr: 1.000e-02, eta: 6 days, 10:58:27, time: 1.838, data_time: 0.002, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.0328, loss: 2.0328, grad_norm: 5.7333 2020-07-27 05:55:52,637 - mmaction - INFO - Epoch [25][2140/3757] lr: 1.000e-02, eta: 6 days, 10:57:43, time: 1.902, data_time: 0.010, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7625, loss_cls: 2.1335, loss: 2.1335, grad_norm: 5.6713 2020-07-27 05:56:31,238 - mmaction - INFO - Epoch [25][2160/3757] lr: 1.000e-02, eta: 6 days, 10:57:01, time: 1.928, data_time: 0.008, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7422, loss_cls: 2.1717, loss: 2.1717, grad_norm: 5.6850 2020-07-27 05:57:08,969 - mmaction - INFO - Epoch [25][2180/3757] lr: 1.000e-02, eta: 6 days, 10:56:17, time: 1.888, data_time: 0.014, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7508, loss_cls: 2.1101, loss: 2.1101, grad_norm: 5.6327 2020-07-27 05:57:48,768 - mmaction - INFO - Epoch [25][2200/3757] lr: 1.000e-02, eta: 6 days, 10:55:39, time: 1.991, data_time: 0.706, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7477, loss_cls: 2.1564, loss: 2.1564, grad_norm: 5.7311 2020-07-27 05:58:28,969 - mmaction - INFO - Epoch [25][2220/3757] lr: 1.000e-02, eta: 6 days, 10:55:02, time: 2.010, data_time: 0.068, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7367, loss_cls: 2.1573, loss: 2.1573, grad_norm: 5.5470 2020-07-27 05:59:08,594 - mmaction - INFO - Epoch [25][2240/3757] lr: 1.000e-02, eta: 6 days, 10:54:23, time: 1.973, data_time: 0.038, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7484, loss_cls: 2.1835, loss: 2.1835, grad_norm: 5.5926 2020-07-27 05:59:48,091 - mmaction - INFO - Epoch [25][2260/3757] lr: 1.000e-02, eta: 6 days, 10:53:45, time: 1.983, data_time: 0.050, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7703, loss_cls: 2.0774, loss: 2.0774, grad_norm: 5.5394 2020-07-27 06:00:25,044 - mmaction - INFO - Epoch [25][2280/3757] lr: 1.000e-02, eta: 6 days, 10:52:57, time: 1.836, data_time: 0.036, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7531, loss_cls: 2.1470, loss: 2.1470, grad_norm: 5.7209 2020-07-27 06:01:04,516 - mmaction - INFO - Epoch [25][2300/3757] lr: 1.000e-02, eta: 6 days, 10:52:19, time: 1.980, data_time: 0.034, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7578, loss_cls: 2.1196, loss: 2.1196, grad_norm: 5.5618 2020-07-27 06:01:42,512 - mmaction - INFO - Epoch [25][2320/3757] lr: 1.000e-02, eta: 6 days, 10:51:35, time: 1.899, data_time: 0.012, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7281, loss_cls: 2.2331, loss: 2.2331, grad_norm: 5.7402 2020-07-27 06:02:20,710 - mmaction - INFO - Epoch [25][2340/3757] lr: 1.000e-02, eta: 6 days, 10:50:52, time: 1.917, data_time: 0.047, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7625, loss_cls: 2.0568, loss: 2.0568, grad_norm: 5.4553 2020-07-27 06:03:02,972 - mmaction - INFO - Epoch [25][2360/3757] lr: 1.000e-02, eta: 6 days, 10:50:22, time: 2.112, data_time: 0.138, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7422, loss_cls: 2.1525, loss: 2.1525, grad_norm: 5.7111 2020-07-27 06:03:37,519 - mmaction - INFO - Epoch [25][2380/3757] lr: 1.000e-02, eta: 6 days, 10:49:28, time: 1.728, data_time: 0.003, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7461, loss_cls: 2.1370, loss: 2.1370, grad_norm: 5.6962 2020-07-27 06:04:19,459 - mmaction - INFO - Epoch [25][2400/3757] lr: 1.000e-02, eta: 6 days, 10:48:56, time: 2.092, data_time: 0.011, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7391, loss_cls: 2.2743, loss: 2.2743, grad_norm: 5.6897 2020-07-27 06:05:01,480 - mmaction - INFO - Epoch [25][2420/3757] lr: 1.000e-02, eta: 6 days, 10:48:25, time: 2.106, data_time: 0.007, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7562, loss_cls: 2.1678, loss: 2.1678, grad_norm: 5.7215 2020-07-27 06:05:36,083 - mmaction - INFO - Epoch [25][2440/3757] lr: 1.000e-02, eta: 6 days, 10:47:31, time: 1.722, data_time: 0.007, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7367, loss_cls: 2.1814, loss: 2.1814, grad_norm: 5.6138 2020-07-27 06:06:19,314 - mmaction - INFO - Epoch [25][2460/3757] lr: 1.000e-02, eta: 6 days, 10:47:03, time: 2.163, data_time: 0.010, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7633, loss_cls: 2.0278, loss: 2.0278, grad_norm: 5.4820 2020-07-27 06:07:01,033 - mmaction - INFO - Epoch [25][2480/3757] lr: 1.000e-02, eta: 6 days, 10:46:31, time: 2.086, data_time: 0.010, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7438, loss_cls: 2.1798, loss: 2.1798, grad_norm: 5.6085 2020-07-27 06:07:39,934 - mmaction - INFO - Epoch [25][2500/3757] lr: 1.000e-02, eta: 6 days, 10:45:50, time: 1.948, data_time: 0.008, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7391, loss_cls: 2.2056, loss: 2.2056, grad_norm: 5.7346 2020-07-27 06:08:16,763 - mmaction - INFO - Epoch [25][2520/3757] lr: 1.000e-02, eta: 6 days, 10:45:03, time: 1.836, data_time: 0.011, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7625, loss_cls: 2.0971, loss: 2.0971, grad_norm: 5.5189 2020-07-27 06:08:54,047 - mmaction - INFO - Epoch [25][2540/3757] lr: 1.000e-02, eta: 6 days, 10:44:18, time: 1.872, data_time: 0.010, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7742, loss_cls: 2.0258, loss: 2.0258, grad_norm: 5.4889 2020-07-27 06:09:33,320 - mmaction - INFO - Epoch [25][2560/3757] lr: 1.000e-02, eta: 6 days, 10:43:38, time: 1.961, data_time: 0.003, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7586, loss_cls: 2.1675, loss: 2.1675, grad_norm: 5.5865 2020-07-27 06:10:12,200 - mmaction - INFO - Epoch [25][2580/3757] lr: 1.000e-02, eta: 6 days, 10:42:57, time: 1.948, data_time: 0.014, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7359, loss_cls: 2.2154, loss: 2.2154, grad_norm: 5.4789 2020-07-27 06:10:52,992 - mmaction - INFO - Epoch [25][2600/3757] lr: 1.000e-02, eta: 6 days, 10:42:22, time: 2.037, data_time: 0.003, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7500, loss_cls: 2.1351, loss: 2.1351, grad_norm: 5.4519 2020-07-27 06:11:34,652 - mmaction - INFO - Epoch [25][2620/3757] lr: 1.000e-02, eta: 6 days, 10:41:50, time: 2.085, data_time: 0.031, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7367, loss_cls: 2.1686, loss: 2.1686, grad_norm: 5.5459 2020-07-27 06:12:11,851 - mmaction - INFO - Epoch [25][2640/3757] lr: 1.000e-02, eta: 6 days, 10:41:03, time: 1.856, data_time: 0.003, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7547, loss_cls: 2.1255, loss: 2.1255, grad_norm: 5.5001 2020-07-27 06:12:52,710 - mmaction - INFO - Epoch [25][2660/3757] lr: 1.000e-02, eta: 6 days, 10:40:29, time: 2.047, data_time: 0.060, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7695, loss_cls: 2.0582, loss: 2.0582, grad_norm: 5.4349 2020-07-27 06:13:34,083 - mmaction - INFO - Epoch [25][2680/3757] lr: 1.000e-02, eta: 6 days, 10:39:55, time: 2.064, data_time: 0.358, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7516, loss_cls: 2.1295, loss: 2.1295, grad_norm: 5.6326 2020-07-27 06:14:15,951 - mmaction - INFO - Epoch [25][2700/3757] lr: 1.000e-02, eta: 6 days, 10:39:24, time: 2.095, data_time: 0.010, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7602, loss_cls: 2.0920, loss: 2.0920, grad_norm: 5.4854 2020-07-27 06:14:52,811 - mmaction - INFO - Epoch [25][2720/3757] lr: 1.000e-02, eta: 6 days, 10:38:37, time: 1.846, data_time: 0.008, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7484, loss_cls: 2.1987, loss: 2.1987, grad_norm: 5.6537 2020-07-27 06:15:28,555 - mmaction - INFO - Epoch [25][2740/3757] lr: 1.000e-02, eta: 6 days, 10:37:46, time: 1.787, data_time: 0.542, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7305, loss_cls: 2.1438, loss: 2.1438, grad_norm: 5.5610 2020-07-27 06:16:08,570 - mmaction - INFO - Epoch [25][2760/3757] lr: 1.000e-02, eta: 6 days, 10:37:09, time: 1.996, data_time: 0.451, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7398, loss_cls: 2.1734, loss: 2.1734, grad_norm: 5.5940 2020-07-27 06:16:49,083 - mmaction - INFO - Epoch [25][2780/3757] lr: 1.000e-02, eta: 6 days, 10:36:33, time: 2.030, data_time: 1.306, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7375, loss_cls: 2.2159, loss: 2.2159, grad_norm: 5.6458 2020-07-27 06:17:24,865 - mmaction - INFO - Epoch [25][2800/3757] lr: 1.000e-02, eta: 6 days, 10:35:42, time: 1.781, data_time: 0.762, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7352, loss_cls: 2.1881, loss: 2.1881, grad_norm: 5.5205 2020-07-27 06:18:04,297 - mmaction - INFO - Epoch [25][2820/3757] lr: 1.000e-02, eta: 6 days, 10:35:04, time: 1.980, data_time: 0.011, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7484, loss_cls: 2.1689, loss: 2.1689, grad_norm: 5.5553 2020-07-27 06:18:46,313 - mmaction - INFO - Epoch [25][2840/3757] lr: 1.000e-02, eta: 6 days, 10:34:32, time: 2.095, data_time: 0.040, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7625, loss_cls: 2.0603, loss: 2.0603, grad_norm: 5.6171 2020-07-27 06:19:22,779 - mmaction - INFO - Epoch [25][2860/3757] lr: 1.000e-02, eta: 6 days, 10:33:44, time: 1.828, data_time: 0.011, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7336, loss_cls: 2.2171, loss: 2.2171, grad_norm: 5.8080 2020-07-27 06:20:02,091 - mmaction - INFO - Epoch [25][2880/3757] lr: 1.000e-02, eta: 6 days, 10:33:04, time: 1.963, data_time: 0.010, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7477, loss_cls: 2.1492, loss: 2.1492, grad_norm: 5.6114 2020-07-27 06:20:45,008 - mmaction - INFO - Epoch [25][2900/3757] lr: 1.000e-02, eta: 6 days, 10:32:36, time: 2.147, data_time: 0.006, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7688, loss_cls: 2.0660, loss: 2.0660, grad_norm: 5.4730 2020-07-27 06:21:24,803 - mmaction - INFO - Epoch [25][2920/3757] lr: 1.000e-02, eta: 6 days, 10:31:57, time: 1.985, data_time: 0.011, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7430, loss_cls: 2.1486, loss: 2.1486, grad_norm: 5.7000 2020-07-27 06:22:04,570 - mmaction - INFO - Epoch [25][2940/3757] lr: 1.000e-02, eta: 6 days, 10:31:20, time: 1.996, data_time: 0.011, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7539, loss_cls: 2.1067, loss: 2.1067, grad_norm: 5.4642 2020-07-27 06:22:40,302 - mmaction - INFO - Epoch [25][2960/3757] lr: 1.000e-02, eta: 6 days, 10:30:29, time: 1.783, data_time: 0.003, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7656, loss_cls: 2.0851, loss: 2.0851, grad_norm: 5.5731 2020-07-27 06:23:19,927 - mmaction - INFO - Epoch [25][2980/3757] lr: 1.000e-02, eta: 6 days, 10:29:51, time: 1.984, data_time: 0.043, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7406, loss_cls: 2.1877, loss: 2.1877, grad_norm: 5.5725 2020-07-27 06:23:57,573 - mmaction - INFO - Epoch [25][3000/3757] lr: 1.000e-02, eta: 6 days, 10:29:06, time: 1.875, data_time: 0.008, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7578, loss_cls: 2.0741, loss: 2.0741, grad_norm: 5.4578 2020-07-27 06:24:39,237 - mmaction - INFO - Epoch [25][3020/3757] lr: 1.000e-02, eta: 6 days, 10:28:34, time: 2.091, data_time: 0.010, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7375, loss_cls: 2.0695, loss: 2.0695, grad_norm: 5.4650 2020-07-27 06:25:19,600 - mmaction - INFO - Epoch [25][3040/3757] lr: 1.000e-02, eta: 6 days, 10:27:57, time: 2.012, data_time: 0.304, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7398, loss_cls: 2.1778, loss: 2.1778, grad_norm: 5.7315 2020-07-27 06:26:01,400 - mmaction - INFO - Epoch [25][3060/3757] lr: 1.000e-02, eta: 6 days, 10:27:25, time: 2.092, data_time: 1.117, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7570, loss_cls: 2.1090, loss: 2.1090, grad_norm: 5.7453 2020-07-27 06:26:37,862 - mmaction - INFO - Epoch [25][3080/3757] lr: 1.000e-02, eta: 6 days, 10:26:37, time: 1.824, data_time: 0.809, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7500, loss_cls: 2.0749, loss: 2.0749, grad_norm: 5.6779 2020-07-27 06:27:15,394 - mmaction - INFO - Epoch [25][3100/3757] lr: 1.000e-02, eta: 6 days, 10:25:52, time: 1.878, data_time: 0.284, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7445, loss_cls: 2.1919, loss: 2.1919, grad_norm: 5.8866 2020-07-27 06:27:54,239 - mmaction - INFO - Epoch [25][3120/3757] lr: 1.000e-02, eta: 6 days, 10:25:11, time: 1.939, data_time: 0.029, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7328, loss_cls: 2.1922, loss: 2.1922, grad_norm: 5.6422 2020-07-27 06:28:35,520 - mmaction - INFO - Epoch [25][3140/3757] lr: 1.000e-02, eta: 6 days, 10:24:38, time: 2.067, data_time: 0.010, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7438, loss_cls: 2.1226, loss: 2.1226, grad_norm: 5.5462 2020-07-27 06:29:12,523 - mmaction - INFO - Epoch [25][3160/3757] lr: 1.000e-02, eta: 6 days, 10:23:51, time: 1.847, data_time: 0.007, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7516, loss_cls: 2.0880, loss: 2.0880, grad_norm: 5.3910 2020-07-27 06:29:54,398 - mmaction - INFO - Epoch [25][3180/3757] lr: 1.000e-02, eta: 6 days, 10:23:19, time: 2.091, data_time: 0.078, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7656, loss_cls: 2.0567, loss: 2.0567, grad_norm: 5.4694 2020-07-27 06:30:34,423 - mmaction - INFO - Epoch [25][3200/3757] lr: 1.000e-02, eta: 6 days, 10:22:42, time: 2.006, data_time: 0.391, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7359, loss_cls: 2.1305, loss: 2.1305, grad_norm: 5.6010 2020-07-27 06:31:11,850 - mmaction - INFO - Epoch [25][3220/3757] lr: 1.000e-02, eta: 6 days, 10:21:56, time: 1.867, data_time: 0.098, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7617, loss_cls: 2.0474, loss: 2.0474, grad_norm: 5.5466 2020-07-27 06:31:51,152 - mmaction - INFO - Epoch [25][3240/3757] lr: 1.000e-02, eta: 6 days, 10:21:17, time: 1.970, data_time: 0.011, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7383, loss_cls: 2.1761, loss: 2.1761, grad_norm: 5.4388 2020-07-27 06:32:31,361 - mmaction - INFO - Epoch [25][3260/3757] lr: 1.000e-02, eta: 6 days, 10:20:40, time: 2.004, data_time: 0.299, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7422, loss_cls: 2.1681, loss: 2.1681, grad_norm: 5.5562 2020-07-27 06:33:12,131 - mmaction - INFO - Epoch [25][3280/3757] lr: 1.000e-02, eta: 6 days, 10:20:05, time: 2.046, data_time: 0.011, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7453, loss_cls: 2.1371, loss: 2.1371, grad_norm: 5.5108 2020-07-27 06:33:50,639 - mmaction - INFO - Epoch [25][3300/3757] lr: 1.000e-02, eta: 6 days, 10:19:23, time: 1.922, data_time: 0.008, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7422, loss_cls: 2.0798, loss: 2.0798, grad_norm: 5.5545 2020-07-27 06:34:31,230 - mmaction - INFO - Epoch [25][3320/3757] lr: 1.000e-02, eta: 6 days, 10:18:47, time: 2.029, data_time: 0.006, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7531, loss_cls: 2.1250, loss: 2.1250, grad_norm: 5.5972 2020-07-27 06:35:03,960 - mmaction - INFO - Epoch [25][3340/3757] lr: 1.000e-02, eta: 6 days, 10:17:48, time: 1.639, data_time: 0.007, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7570, loss_cls: 2.1060, loss: 2.1060, grad_norm: 5.6296 2020-07-27 06:35:44,208 - mmaction - INFO - Epoch [25][3360/3757] lr: 1.000e-02, eta: 6 days, 10:17:11, time: 2.006, data_time: 0.004, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7500, loss_cls: 2.1132, loss: 2.1132, grad_norm: 5.6449 2020-07-27 06:36:24,031 - mmaction - INFO - Epoch [25][3380/3757] lr: 1.000e-02, eta: 6 days, 10:16:33, time: 1.999, data_time: 0.010, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7633, loss_cls: 2.0553, loss: 2.0553, grad_norm: 5.4124 2020-07-27 06:37:00,800 - mmaction - INFO - Epoch [25][3400/3757] lr: 1.000e-02, eta: 6 days, 10:15:46, time: 1.838, data_time: 0.017, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7516, loss_cls: 2.1207, loss: 2.1207, grad_norm: 5.5743 2020-07-27 06:37:44,193 - mmaction - INFO - Epoch [25][3420/3757] lr: 1.000e-02, eta: 6 days, 10:15:19, time: 2.166, data_time: 0.025, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7453, loss_cls: 2.1841, loss: 2.1841, grad_norm: 5.5954 2020-07-27 06:38:21,374 - mmaction - INFO - Epoch [25][3440/3757] lr: 1.000e-02, eta: 6 days, 10:14:33, time: 1.862, data_time: 0.009, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7469, loss_cls: 2.1385, loss: 2.1385, grad_norm: 5.5799 2020-07-27 06:38:58,091 - mmaction - INFO - Epoch [25][3460/3757] lr: 1.000e-02, eta: 6 days, 10:13:45, time: 1.830, data_time: 0.009, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7367, loss_cls: 2.1832, loss: 2.1832, grad_norm: 5.6627 2020-07-27 06:39:39,620 - mmaction - INFO - Epoch [25][3480/3757] lr: 1.000e-02, eta: 6 days, 10:13:12, time: 2.074, data_time: 0.009, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7539, loss_cls: 2.0806, loss: 2.0806, grad_norm: 5.5171 2020-07-27 06:40:19,925 - mmaction - INFO - Epoch [25][3500/3757] lr: 1.000e-02, eta: 6 days, 10:12:36, time: 2.015, data_time: 0.012, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7461, loss_cls: 2.1453, loss: 2.1453, grad_norm: 5.7064 2020-07-27 06:40:57,549 - mmaction - INFO - Epoch [25][3520/3757] lr: 1.000e-02, eta: 6 days, 10:11:51, time: 1.888, data_time: 0.012, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7508, loss_cls: 2.0848, loss: 2.0848, grad_norm: 5.4441 2020-07-27 06:41:35,510 - mmaction - INFO - Epoch [25][3540/3757] lr: 1.000e-02, eta: 6 days, 10:11:08, time: 1.901, data_time: 0.011, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7602, loss_cls: 2.0571, loss: 2.0571, grad_norm: 5.3509 2020-07-27 06:42:14,346 - mmaction - INFO - Epoch [25][3560/3757] lr: 1.000e-02, eta: 6 days, 10:10:27, time: 1.941, data_time: 0.003, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7586, loss_cls: 2.0828, loss: 2.0828, grad_norm: 5.5092 2020-07-27 06:42:52,437 - mmaction - INFO - Epoch [25][3580/3757] lr: 1.000e-02, eta: 6 days, 10:09:43, time: 1.897, data_time: 0.081, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7453, loss_cls: 2.0728, loss: 2.0728, grad_norm: 5.5921 2020-07-27 06:43:30,846 - mmaction - INFO - Epoch [25][3600/3757] lr: 1.000e-02, eta: 6 days, 10:09:02, time: 1.927, data_time: 0.011, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7539, loss_cls: 2.0699, loss: 2.0699, grad_norm: 5.4171 2020-07-27 06:44:12,022 - mmaction - INFO - Epoch [25][3620/3757] lr: 1.000e-02, eta: 6 days, 10:08:27, time: 2.057, data_time: 0.009, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7555, loss_cls: 2.0980, loss: 2.0980, grad_norm: 5.4912 2020-07-27 06:44:48,740 - mmaction - INFO - Epoch [25][3640/3757] lr: 1.000e-02, eta: 6 days, 10:07:40, time: 1.838, data_time: 0.005, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7477, loss_cls: 2.1167, loss: 2.1167, grad_norm: 5.4875 2020-07-27 06:45:28,399 - mmaction - INFO - Epoch [25][3660/3757] lr: 1.000e-02, eta: 6 days, 10:07:01, time: 1.976, data_time: 0.004, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7414, loss_cls: 2.1610, loss: 2.1610, grad_norm: 5.6730 2020-07-27 06:46:04,878 - mmaction - INFO - Epoch [25][3680/3757] lr: 1.000e-02, eta: 6 days, 10:06:14, time: 1.832, data_time: 0.027, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7531, loss_cls: 2.1259, loss: 2.1259, grad_norm: 5.5588 2020-07-27 06:46:43,319 - mmaction - INFO - Epoch [25][3700/3757] lr: 1.000e-02, eta: 6 days, 10:05:32, time: 1.922, data_time: 0.008, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7547, loss_cls: 2.1376, loss: 2.1376, grad_norm: 5.5426 2020-07-27 06:47:20,617 - mmaction - INFO - Epoch [25][3720/3757] lr: 1.000e-02, eta: 6 days, 10:04:46, time: 1.865, data_time: 0.003, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7406, loss_cls: 2.1889, loss: 2.1889, grad_norm: 5.7729 2020-07-27 06:48:00,760 - mmaction - INFO - Epoch [25][3740/3757] lr: 1.000e-02, eta: 6 days, 10:04:09, time: 2.002, data_time: 0.007, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7359, loss_cls: 2.2181, loss: 2.2181, grad_norm: 5.5642 2020-07-27 06:48:26,642 - mmaction - INFO - Saving checkpoint at 25 epochs 2020-07-27 06:49:24,059 - mmaction - INFO - Epoch [26][20/3757] lr: 1.000e-02, eta: 6 days, 10:02:05, time: 2.790, data_time: 2.162, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7734, loss_cls: 1.9509, loss: 1.9509, grad_norm: 5.2926 2020-07-27 06:50:01,189 - mmaction - INFO - Epoch [26][40/3757] lr: 1.000e-02, eta: 6 days, 10:01:18, time: 1.848, data_time: 1.275, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7414, loss_cls: 2.1500, loss: 2.1500, grad_norm: 5.4458 2020-07-27 06:50:42,340 - mmaction - INFO - Epoch [26][60/3757] lr: 1.000e-02, eta: 6 days, 10:00:45, time: 2.067, data_time: 1.494, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7414, loss_cls: 2.1783, loss: 2.1783, grad_norm: 5.5429 2020-07-27 06:51:18,629 - mmaction - INFO - Epoch [26][80/3757] lr: 1.000e-02, eta: 6 days, 9:59:56, time: 1.814, data_time: 1.242, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7594, loss_cls: 2.0765, loss: 2.0765, grad_norm: 5.4725 2020-07-27 06:52:01,404 - mmaction - INFO - Epoch [26][100/3757] lr: 1.000e-02, eta: 6 days, 9:59:27, time: 2.137, data_time: 0.762, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7273, loss_cls: 2.1523, loss: 2.1523, grad_norm: 5.4911 2020-07-27 06:52:40,070 - mmaction - INFO - Epoch [26][120/3757] lr: 1.000e-02, eta: 6 days, 9:58:46, time: 1.933, data_time: 0.003, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7461, loss_cls: 2.0646, loss: 2.0646, grad_norm: 5.5285 2020-07-27 06:53:18,839 - mmaction - INFO - Epoch [26][140/3757] lr: 1.000e-02, eta: 6 days, 9:58:04, time: 1.936, data_time: 0.015, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7719, loss_cls: 1.9825, loss: 1.9825, grad_norm: 5.3880 2020-07-27 06:53:55,085 - mmaction - INFO - Epoch [26][160/3757] lr: 1.000e-02, eta: 6 days, 9:57:15, time: 1.808, data_time: 0.469, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7555, loss_cls: 2.0694, loss: 2.0694, grad_norm: 5.5111 2020-07-27 06:54:34,857 - mmaction - INFO - Epoch [26][180/3757] lr: 1.000e-02, eta: 6 days, 9:56:38, time: 1.996, data_time: 0.099, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7453, loss_cls: 2.1109, loss: 2.1109, grad_norm: 5.6120 2020-07-27 06:55:14,729 - mmaction - INFO - Epoch [26][200/3757] lr: 1.000e-02, eta: 6 days, 9:56:00, time: 1.990, data_time: 0.008, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7344, loss_cls: 2.1679, loss: 2.1679, grad_norm: 5.6356 2020-07-27 06:55:54,286 - mmaction - INFO - Epoch [26][220/3757] lr: 1.000e-02, eta: 6 days, 9:55:21, time: 1.981, data_time: 0.009, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7242, loss_cls: 2.1486, loss: 2.1486, grad_norm: 5.5867 2020-07-27 06:56:32,244 - mmaction - INFO - Epoch [26][240/3757] lr: 1.000e-02, eta: 6 days, 9:54:37, time: 1.895, data_time: 0.003, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7375, loss_cls: 2.1470, loss: 2.1470, grad_norm: 5.5682 2020-07-27 06:57:12,493 - mmaction - INFO - Epoch [26][260/3757] lr: 1.000e-02, eta: 6 days, 9:54:00, time: 2.008, data_time: 0.011, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7609, loss_cls: 2.0847, loss: 2.0847, grad_norm: 5.5425 2020-07-27 06:57:49,853 - mmaction - INFO - Epoch [26][280/3757] lr: 1.000e-02, eta: 6 days, 9:53:16, time: 1.875, data_time: 0.018, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7477, loss_cls: 2.1364, loss: 2.1364, grad_norm: 5.5996 2020-07-27 06:58:31,883 - mmaction - INFO - Epoch [26][300/3757] lr: 1.000e-02, eta: 6 days, 9:52:44, time: 2.100, data_time: 0.009, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7719, loss_cls: 2.0249, loss: 2.0249, grad_norm: 5.5037 2020-07-27 06:59:07,643 - mmaction - INFO - Epoch [26][320/3757] lr: 1.000e-02, eta: 6 days, 9:51:54, time: 1.783, data_time: 0.255, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7492, loss_cls: 2.1491, loss: 2.1491, grad_norm: 5.8433 2020-07-27 06:59:46,854 - mmaction - INFO - Epoch [26][340/3757] lr: 1.000e-02, eta: 6 days, 9:51:14, time: 1.964, data_time: 1.383, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7461, loss_cls: 2.0889, loss: 2.0889, grad_norm: 5.6772 2020-07-27 07:00:26,269 - mmaction - INFO - Epoch [26][360/3757] lr: 1.000e-02, eta: 6 days, 9:50:34, time: 1.956, data_time: 1.257, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7531, loss_cls: 2.0685, loss: 2.0685, grad_norm: 5.6497 2020-07-27 07:01:06,174 - mmaction - INFO - Epoch [26][380/3757] lr: 1.000e-02, eta: 6 days, 9:49:57, time: 2.009, data_time: 1.416, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7281, loss_cls: 2.1534, loss: 2.1534, grad_norm: 5.5012 2020-07-27 07:01:46,868 - mmaction - INFO - Epoch [26][400/3757] lr: 1.000e-02, eta: 6 days, 9:49:21, time: 2.030, data_time: 1.268, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7547, loss_cls: 2.1382, loss: 2.1382, grad_norm: 5.6047 2020-07-27 07:02:27,260 - mmaction - INFO - Epoch [26][420/3757] lr: 1.000e-02, eta: 6 days, 9:48:46, time: 2.028, data_time: 0.304, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7461, loss_cls: 2.1406, loss: 2.1406, grad_norm: 5.8025 2020-07-27 07:03:07,893 - mmaction - INFO - Epoch [26][440/3757] lr: 1.000e-02, eta: 6 days, 9:48:10, time: 2.028, data_time: 0.843, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7414, loss_cls: 2.1389, loss: 2.1389, grad_norm: 5.5797 2020-07-27 07:03:47,235 - mmaction - INFO - Epoch [26][460/3757] lr: 1.000e-02, eta: 6 days, 9:47:31, time: 1.969, data_time: 1.262, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7391, loss_cls: 2.1556, loss: 2.1556, grad_norm: 5.6354 2020-07-27 07:04:18,904 - mmaction - INFO - Epoch [26][480/3757] lr: 1.000e-02, eta: 6 days, 9:46:28, time: 1.579, data_time: 0.403, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7531, loss_cls: 2.0653, loss: 2.0653, grad_norm: 5.5092 2020-07-27 07:04:57,538 - mmaction - INFO - Epoch [26][500/3757] lr: 1.000e-02, eta: 6 days, 9:45:47, time: 1.937, data_time: 0.173, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7312, loss_cls: 2.1462, loss: 2.1462, grad_norm: 5.6120 2020-07-27 07:05:39,562 - mmaction - INFO - Epoch [26][520/3757] lr: 1.000e-02, eta: 6 days, 9:45:15, time: 2.099, data_time: 0.235, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7562, loss_cls: 2.1033, loss: 2.1033, grad_norm: 5.5545 2020-07-27 07:06:17,303 - mmaction - INFO - Epoch [26][540/3757] lr: 1.000e-02, eta: 6 days, 9:44:31, time: 1.887, data_time: 0.012, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7555, loss_cls: 2.0492, loss: 2.0492, grad_norm: 5.5476 2020-07-27 07:06:59,060 - mmaction - INFO - Epoch [26][560/3757] lr: 1.000e-02, eta: 6 days, 9:43:59, time: 2.089, data_time: 0.011, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7648, loss_cls: 2.0105, loss: 2.0105, grad_norm: 5.4823 2020-07-27 07:07:31,732 - mmaction - INFO - Epoch [26][580/3757] lr: 1.000e-02, eta: 6 days, 9:43:00, time: 1.635, data_time: 0.007, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7477, loss_cls: 2.1420, loss: 2.1420, grad_norm: 5.6661 2020-07-27 07:08:10,026 - mmaction - INFO - Epoch [26][600/3757] lr: 1.000e-02, eta: 6 days, 9:42:17, time: 1.913, data_time: 0.306, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7469, loss_cls: 2.1133, loss: 2.1133, grad_norm: 5.6402 2020-07-27 07:08:51,104 - mmaction - INFO - Epoch [26][620/3757] lr: 1.000e-02, eta: 6 days, 9:41:42, time: 2.047, data_time: 0.145, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7508, loss_cls: 2.0835, loss: 2.0835, grad_norm: 5.5998 2020-07-27 07:09:27,536 - mmaction - INFO - Epoch [26][640/3757] lr: 1.000e-02, eta: 6 days, 9:40:55, time: 1.831, data_time: 0.012, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7305, loss_cls: 2.1538, loss: 2.1538, grad_norm: 5.5040 2020-07-27 07:10:10,219 - mmaction - INFO - Epoch [26][660/3757] lr: 1.000e-02, eta: 6 days, 9:40:25, time: 2.132, data_time: 0.032, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7625, loss_cls: 2.0441, loss: 2.0441, grad_norm: 5.4624 2020-07-27 07:10:48,402 - mmaction - INFO - Epoch [26][680/3757] lr: 1.000e-02, eta: 6 days, 9:39:43, time: 1.911, data_time: 0.004, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7555, loss_cls: 2.0503, loss: 2.0503, grad_norm: 5.4303 2020-07-27 07:11:28,661 - mmaction - INFO - Epoch [26][700/3757] lr: 1.000e-02, eta: 6 days, 9:39:05, time: 2.002, data_time: 0.006, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7586, loss_cls: 2.0124, loss: 2.0124, grad_norm: 5.5026 2020-07-27 07:12:10,593 - mmaction - INFO - Epoch [26][720/3757] lr: 1.000e-02, eta: 6 days, 9:38:34, time: 2.108, data_time: 0.013, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7867, loss_cls: 1.9355, loss: 1.9355, grad_norm: 5.4885 2020-07-27 07:12:48,878 - mmaction - INFO - Epoch [26][740/3757] lr: 1.000e-02, eta: 6 days, 9:37:51, time: 1.911, data_time: 0.008, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7742, loss_cls: 2.0002, loss: 2.0002, grad_norm: 5.5783 2020-07-27 07:13:23,791 - mmaction - INFO - Epoch [26][760/3757] lr: 1.000e-02, eta: 6 days, 9:36:59, time: 1.749, data_time: 0.006, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7430, loss_cls: 2.1072, loss: 2.1072, grad_norm: 5.4792 2020-07-27 07:14:04,061 - mmaction - INFO - Epoch [26][780/3757] lr: 1.000e-02, eta: 6 days, 9:36:22, time: 2.009, data_time: 0.219, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7344, loss_cls: 2.1398, loss: 2.1398, grad_norm: 5.5015 2020-07-27 07:14:44,950 - mmaction - INFO - Epoch [26][800/3757] lr: 1.000e-02, eta: 6 days, 9:35:48, time: 2.047, data_time: 0.161, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7727, loss_cls: 2.0323, loss: 2.0323, grad_norm: 5.4500 2020-07-27 07:15:25,366 - mmaction - INFO - Epoch [26][820/3757] lr: 1.000e-02, eta: 6 days, 9:35:11, time: 2.020, data_time: 0.007, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7383, loss_cls: 2.1371, loss: 2.1371, grad_norm: 5.7348 2020-07-27 07:15:59,368 - mmaction - INFO - Epoch [26][840/3757] lr: 1.000e-02, eta: 6 days, 9:34:16, time: 1.701, data_time: 0.007, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7508, loss_cls: 2.1197, loss: 2.1197, grad_norm: 5.7039 2020-07-27 07:16:40,711 - mmaction - INFO - Epoch [26][860/3757] lr: 1.000e-02, eta: 6 days, 9:33:43, time: 2.069, data_time: 0.343, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7672, loss_cls: 2.0667, loss: 2.0667, grad_norm: 5.5177 2020-07-27 07:17:17,163 - mmaction - INFO - Epoch [26][880/3757] lr: 1.000e-02, eta: 6 days, 9:32:55, time: 1.821, data_time: 0.003, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7492, loss_cls: 2.1268, loss: 2.1268, grad_norm: 5.6717 2020-07-27 07:17:58,258 - mmaction - INFO - Epoch [26][900/3757] lr: 1.000e-02, eta: 6 days, 9:32:20, time: 2.053, data_time: 0.010, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7383, loss_cls: 2.1528, loss: 2.1528, grad_norm: 5.4985 2020-07-27 07:18:36,023 - mmaction - INFO - Epoch [26][920/3757] lr: 1.000e-02, eta: 6 days, 9:31:36, time: 1.891, data_time: 0.005, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7562, loss_cls: 2.1126, loss: 2.1126, grad_norm: 5.5825 2020-07-27 07:19:18,036 - mmaction - INFO - Epoch [26][940/3757] lr: 1.000e-02, eta: 6 days, 9:31:04, time: 2.092, data_time: 0.009, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7188, loss_cls: 2.2325, loss: 2.2325, grad_norm: 5.6261 2020-07-27 07:19:53,157 - mmaction - INFO - Epoch [26][960/3757] lr: 1.000e-02, eta: 6 days, 9:30:13, time: 1.764, data_time: 0.011, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7531, loss_cls: 2.1344, loss: 2.1344, grad_norm: 5.6775 2020-07-27 07:20:32,033 - mmaction - INFO - Epoch [26][980/3757] lr: 1.000e-02, eta: 6 days, 9:29:32, time: 1.935, data_time: 0.060, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7781, loss_cls: 1.9976, loss: 1.9976, grad_norm: 5.4548 2020-07-27 07:21:13,369 - mmaction - INFO - Epoch [26][1000/3757] lr: 1.000e-02, eta: 6 days, 9:28:59, time: 2.075, data_time: 0.012, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7453, loss_cls: 2.1637, loss: 2.1637, grad_norm: 5.6388 2020-07-27 07:21:51,046 - mmaction - INFO - Epoch [26][1020/3757] lr: 1.000e-02, eta: 6 days, 9:28:14, time: 1.878, data_time: 0.009, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7547, loss_cls: 2.1061, loss: 2.1061, grad_norm: 5.4569 2020-07-27 07:22:28,762 - mmaction - INFO - Epoch [26][1040/3757] lr: 1.000e-02, eta: 6 days, 9:27:30, time: 1.891, data_time: 0.016, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7445, loss_cls: 2.1775, loss: 2.1775, grad_norm: 5.6221 2020-07-27 07:23:09,798 - mmaction - INFO - Epoch [26][1060/3757] lr: 1.000e-02, eta: 6 days, 9:26:55, time: 2.046, data_time: 0.007, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7477, loss_cls: 2.1177, loss: 2.1177, grad_norm: 5.6206 2020-07-27 07:23:51,679 - mmaction - INFO - Epoch [26][1080/3757] lr: 1.000e-02, eta: 6 days, 9:26:23, time: 2.093, data_time: 0.010, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7695, loss_cls: 2.0793, loss: 2.0793, grad_norm: 5.4665 2020-07-27 07:24:32,340 - mmaction - INFO - Epoch [26][1100/3757] lr: 1.000e-02, eta: 6 days, 9:25:48, time: 2.033, data_time: 0.010, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7523, loss_cls: 2.1230, loss: 2.1230, grad_norm: 5.7492 2020-07-27 07:25:11,516 - mmaction - INFO - Epoch [26][1120/3757] lr: 1.000e-02, eta: 6 days, 9:25:08, time: 1.966, data_time: 0.010, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7727, loss_cls: 2.0551, loss: 2.0551, grad_norm: 5.6330 2020-07-27 07:25:49,494 - mmaction - INFO - Epoch [26][1140/3757] lr: 1.000e-02, eta: 6 days, 9:24:25, time: 1.897, data_time: 0.010, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7523, loss_cls: 2.0927, loss: 2.0927, grad_norm: 5.6874 2020-07-27 07:26:27,616 - mmaction - INFO - Epoch [26][1160/3757] lr: 1.000e-02, eta: 6 days, 9:23:42, time: 1.907, data_time: 0.009, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7445, loss_cls: 2.1169, loss: 2.1169, grad_norm: 5.5509 2020-07-27 07:27:07,019 - mmaction - INFO - Epoch [26][1180/3757] lr: 1.000e-02, eta: 6 days, 9:23:03, time: 1.971, data_time: 0.003, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7555, loss_cls: 2.0963, loss: 2.0963, grad_norm: 5.4837 2020-07-27 07:27:44,989 - mmaction - INFO - Epoch [26][1200/3757] lr: 1.000e-02, eta: 6 days, 9:22:19, time: 1.898, data_time: 0.008, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7523, loss_cls: 2.1383, loss: 2.1383, grad_norm: 5.5143 2020-07-27 07:28:25,953 - mmaction - INFO - Epoch [26][1220/3757] lr: 1.000e-02, eta: 6 days, 9:21:44, time: 2.043, data_time: 0.008, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7422, loss_cls: 2.1657, loss: 2.1657, grad_norm: 5.6439 2020-07-27 07:29:01,122 - mmaction - INFO - Epoch [26][1240/3757] lr: 1.000e-02, eta: 6 days, 9:20:53, time: 1.762, data_time: 0.034, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7688, loss_cls: 2.0439, loss: 2.0439, grad_norm: 5.3534 2020-07-27 07:29:38,192 - mmaction - INFO - Epoch [26][1260/3757] lr: 1.000e-02, eta: 6 days, 9:20:07, time: 1.854, data_time: 0.118, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7312, loss_cls: 2.1072, loss: 2.1072, grad_norm: 5.5014 2020-07-27 07:30:17,198 - mmaction - INFO - Epoch [26][1280/3757] lr: 1.000e-02, eta: 6 days, 9:19:26, time: 1.945, data_time: 0.962, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7586, loss_cls: 2.0828, loss: 2.0828, grad_norm: 5.5262 2020-07-27 07:30:54,726 - mmaction - INFO - Epoch [26][1300/3757] lr: 1.000e-02, eta: 6 days, 9:18:42, time: 1.883, data_time: 0.161, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7398, loss_cls: 2.1164, loss: 2.1164, grad_norm: 5.5181 2020-07-27 07:31:37,523 - mmaction - INFO - Epoch [26][1320/3757] lr: 1.000e-02, eta: 6 days, 9:18:12, time: 2.134, data_time: 0.008, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7461, loss_cls: 2.1357, loss: 2.1357, grad_norm: 5.6236 2020-07-27 07:32:19,048 - mmaction - INFO - Epoch [26][1340/3757] lr: 1.000e-02, eta: 6 days, 9:17:39, time: 2.081, data_time: 0.009, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7523, loss_cls: 2.0488, loss: 2.0488, grad_norm: 5.5148 2020-07-27 07:32:58,626 - mmaction - INFO - Epoch [26][1360/3757] lr: 1.000e-02, eta: 6 days, 9:17:01, time: 1.981, data_time: 0.005, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7430, loss_cls: 2.2056, loss: 2.2056, grad_norm: 5.8515 2020-07-27 07:33:37,044 - mmaction - INFO - Epoch [26][1380/3757] lr: 1.000e-02, eta: 6 days, 9:16:18, time: 1.917, data_time: 0.009, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7484, loss_cls: 2.0897, loss: 2.0897, grad_norm: 5.5755 2020-07-27 07:34:16,348 - mmaction - INFO - Epoch [26][1400/3757] lr: 1.000e-02, eta: 6 days, 9:15:39, time: 1.965, data_time: 0.013, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7570, loss_cls: 2.1038, loss: 2.1038, grad_norm: 5.5403 2020-07-27 07:34:53,917 - mmaction - INFO - Epoch [26][1420/3757] lr: 1.000e-02, eta: 6 days, 9:14:55, time: 1.883, data_time: 0.016, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7469, loss_cls: 2.1287, loss: 2.1287, grad_norm: 5.6432 2020-07-27 07:35:33,090 - mmaction - INFO - Epoch [26][1440/3757] lr: 1.000e-02, eta: 6 days, 9:14:14, time: 1.952, data_time: 0.007, memory: 5170, top1_acc: 0.4773, top5_acc: 0.7344, loss_cls: 2.2618, loss: 2.2618, grad_norm: 5.7849 2020-07-27 07:36:09,621 - mmaction - INFO - Epoch [26][1460/3757] lr: 1.000e-02, eta: 6 days, 9:13:27, time: 1.833, data_time: 0.078, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.1159, loss: 2.1159, grad_norm: 5.6825 2020-07-27 07:36:49,233 - mmaction - INFO - Epoch [26][1480/3757] lr: 1.000e-02, eta: 6 days, 9:12:48, time: 1.973, data_time: 0.017, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7547, loss_cls: 2.0966, loss: 2.0966, grad_norm: 5.5438 2020-07-27 07:37:31,287 - mmaction - INFO - Epoch [26][1500/3757] lr: 1.000e-02, eta: 6 days, 9:12:17, time: 2.110, data_time: 0.011, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7289, loss_cls: 2.1859, loss: 2.1859, grad_norm: 5.4980 2020-07-27 07:38:06,659 - mmaction - INFO - Epoch [26][1520/3757] lr: 1.000e-02, eta: 6 days, 9:11:26, time: 1.765, data_time: 0.006, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7328, loss_cls: 2.1494, loss: 2.1494, grad_norm: 5.4498 2020-07-27 07:38:47,760 - mmaction - INFO - Epoch [26][1540/3757] lr: 1.000e-02, eta: 6 days, 9:10:52, time: 2.058, data_time: 0.008, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7500, loss_cls: 2.1006, loss: 2.1006, grad_norm: 5.5580 2020-07-27 07:39:26,327 - mmaction - INFO - Epoch [26][1560/3757] lr: 1.000e-02, eta: 6 days, 9:10:10, time: 1.924, data_time: 0.008, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7430, loss_cls: 2.1824, loss: 2.1824, grad_norm: 5.7937 2020-07-27 07:40:05,065 - mmaction - INFO - Epoch [26][1580/3757] lr: 1.000e-02, eta: 6 days, 9:09:29, time: 1.939, data_time: 0.009, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7453, loss_cls: 2.1206, loss: 2.1206, grad_norm: 5.5749 2020-07-27 07:40:44,163 - mmaction - INFO - Epoch [26][1600/3757] lr: 1.000e-02, eta: 6 days, 9:08:49, time: 1.954, data_time: 0.004, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7461, loss_cls: 2.0807, loss: 2.0807, grad_norm: 5.4785 2020-07-27 07:41:20,008 - mmaction - INFO - Epoch [26][1620/3757] lr: 1.000e-02, eta: 6 days, 9:07:59, time: 1.792, data_time: 0.012, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7352, loss_cls: 2.1833, loss: 2.1833, grad_norm: 5.5055 2020-07-27 07:42:00,996 - mmaction - INFO - Epoch [26][1640/3757] lr: 1.000e-02, eta: 6 days, 9:07:24, time: 2.051, data_time: 0.005, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7492, loss_cls: 2.0838, loss: 2.0838, grad_norm: 5.4721 2020-07-27 07:42:40,185 - mmaction - INFO - Epoch [26][1660/3757] lr: 1.000e-02, eta: 6 days, 9:06:45, time: 1.960, data_time: 0.010, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7742, loss_cls: 1.9947, loss: 1.9947, grad_norm: 5.3530 2020-07-27 07:43:17,687 - mmaction - INFO - Epoch [26][1680/3757] lr: 1.000e-02, eta: 6 days, 9:05:59, time: 1.868, data_time: 0.003, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7367, loss_cls: 2.1123, loss: 2.1123, grad_norm: 5.5252 2020-07-27 07:43:56,554 - mmaction - INFO - Epoch [26][1700/3757] lr: 1.000e-02, eta: 6 days, 9:05:19, time: 1.952, data_time: 0.016, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7625, loss_cls: 2.0494, loss: 2.0494, grad_norm: 5.5902 2020-07-27 07:44:35,782 - mmaction - INFO - Epoch [26][1720/3757] lr: 1.000e-02, eta: 6 days, 9:04:39, time: 1.959, data_time: 0.007, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7336, loss_cls: 2.1704, loss: 2.1704, grad_norm: 5.6477 2020-07-27 07:45:15,816 - mmaction - INFO - Epoch [26][1740/3757] lr: 1.000e-02, eta: 6 days, 9:04:01, time: 1.994, data_time: 0.007, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7625, loss_cls: 2.0443, loss: 2.0443, grad_norm: 5.4123 2020-07-27 07:45:53,604 - mmaction - INFO - Epoch [26][1760/3757] lr: 1.000e-02, eta: 6 days, 9:03:18, time: 1.899, data_time: 0.013, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7695, loss_cls: 2.0069, loss: 2.0069, grad_norm: 5.4796 2020-07-27 07:46:31,619 - mmaction - INFO - Epoch [26][1780/3757] lr: 1.000e-02, eta: 6 days, 9:02:34, time: 1.893, data_time: 0.009, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7523, loss_cls: 2.1067, loss: 2.1067, grad_norm: 5.6076 2020-07-27 07:47:10,902 - mmaction - INFO - Epoch [26][1800/3757] lr: 1.000e-02, eta: 6 days, 9:01:55, time: 1.967, data_time: 0.010, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7523, loss_cls: 2.0946, loss: 2.0946, grad_norm: 5.4930 2020-07-27 07:47:46,765 - mmaction - INFO - Epoch [26][1820/3757] lr: 1.000e-02, eta: 6 days, 9:01:06, time: 1.797, data_time: 0.010, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7625, loss_cls: 2.0229, loss: 2.0229, grad_norm: 5.5562 2020-07-27 07:48:28,184 - mmaction - INFO - Epoch [26][1840/3757] lr: 1.000e-02, eta: 6 days, 9:00:32, time: 2.070, data_time: 0.003, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7328, loss_cls: 2.1079, loss: 2.1079, grad_norm: 5.4835 2020-07-27 07:49:05,943 - mmaction - INFO - Epoch [26][1860/3757] lr: 1.000e-02, eta: 6 days, 8:59:48, time: 1.885, data_time: 0.009, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7461, loss_cls: 2.1130, loss: 2.1130, grad_norm: 5.6639 2020-07-27 07:49:45,972 - mmaction - INFO - Epoch [26][1880/3757] lr: 1.000e-02, eta: 6 days, 8:59:11, time: 2.003, data_time: 0.068, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7344, loss_cls: 2.1477, loss: 2.1477, grad_norm: 5.5479 2020-07-27 07:50:22,877 - mmaction - INFO - Epoch [26][1900/3757] lr: 1.000e-02, eta: 6 days, 8:58:24, time: 1.843, data_time: 0.014, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7414, loss_cls: 2.1817, loss: 2.1817, grad_norm: 5.5573 2020-07-27 07:51:04,822 - mmaction - INFO - Epoch [26][1920/3757] lr: 1.000e-02, eta: 6 days, 8:57:53, time: 2.100, data_time: 0.010, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7680, loss_cls: 2.0418, loss: 2.0418, grad_norm: 5.6314 2020-07-27 07:51:42,616 - mmaction - INFO - Epoch [26][1940/3757] lr: 1.000e-02, eta: 6 days, 8:57:09, time: 1.888, data_time: 0.011, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7539, loss_cls: 2.1035, loss: 2.1035, grad_norm: 5.5474 2020-07-27 07:52:25,642 - mmaction - INFO - Epoch [26][1960/3757] lr: 1.000e-02, eta: 6 days, 8:56:40, time: 2.153, data_time: 0.047, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7570, loss_cls: 2.0591, loss: 2.0591, grad_norm: 5.5269 2020-07-27 07:53:01,568 - mmaction - INFO - Epoch [26][1980/3757] lr: 1.000e-02, eta: 6 days, 8:55:50, time: 1.792, data_time: 0.009, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7414, loss_cls: 2.1604, loss: 2.1604, grad_norm: 5.7304 2020-07-27 07:53:41,954 - mmaction - INFO - Epoch [26][2000/3757] lr: 1.000e-02, eta: 6 days, 8:55:14, time: 2.025, data_time: 0.500, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7492, loss_cls: 2.1538, loss: 2.1538, grad_norm: 5.7056 2020-07-27 07:54:21,965 - mmaction - INFO - Epoch [26][2020/3757] lr: 1.000e-02, eta: 6 days, 8:54:37, time: 1.996, data_time: 0.137, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7594, loss_cls: 2.0726, loss: 2.0726, grad_norm: 5.5595 2020-07-27 07:55:00,331 - mmaction - INFO - Epoch [26][2040/3757] lr: 1.000e-02, eta: 6 days, 8:53:55, time: 1.921, data_time: 0.010, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7539, loss_cls: 2.0707, loss: 2.0707, grad_norm: 5.5525 2020-07-27 07:55:40,936 - mmaction - INFO - Epoch [26][2060/3757] lr: 1.000e-02, eta: 6 days, 8:53:19, time: 2.031, data_time: 0.409, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7453, loss_cls: 2.1283, loss: 2.1283, grad_norm: 5.6396 2020-07-27 07:56:20,029 - mmaction - INFO - Epoch [26][2080/3757] lr: 1.000e-02, eta: 6 days, 8:52:38, time: 1.948, data_time: 0.740, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7570, loss_cls: 2.1484, loss: 2.1484, grad_norm: 5.7730 2020-07-27 07:56:57,262 - mmaction - INFO - Epoch [26][2100/3757] lr: 1.000e-02, eta: 6 days, 8:51:53, time: 1.867, data_time: 0.645, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7398, loss_cls: 2.1769, loss: 2.1769, grad_norm: 5.6078 2020-07-27 07:57:35,193 - mmaction - INFO - Epoch [26][2120/3757] lr: 1.000e-02, eta: 6 days, 8:51:10, time: 1.897, data_time: 0.009, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7359, loss_cls: 2.1418, loss: 2.1418, grad_norm: 5.6481 2020-07-27 07:58:17,643 - mmaction - INFO - Epoch [26][2140/3757] lr: 1.000e-02, eta: 6 days, 8:50:39, time: 2.120, data_time: 0.098, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7625, loss_cls: 2.0533, loss: 2.0533, grad_norm: 5.5461 2020-07-27 07:58:56,277 - mmaction - INFO - Epoch [26][2160/3757] lr: 1.000e-02, eta: 6 days, 8:49:58, time: 1.935, data_time: 0.010, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7516, loss_cls: 2.1287, loss: 2.1287, grad_norm: 5.6587 2020-07-27 07:59:34,404 - mmaction - INFO - Epoch [26][2180/3757] lr: 1.000e-02, eta: 6 days, 8:49:15, time: 1.902, data_time: 0.016, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7531, loss_cls: 2.0912, loss: 2.0912, grad_norm: 5.6182 2020-07-27 08:00:10,654 - mmaction - INFO - Epoch [26][2200/3757] lr: 1.000e-02, eta: 6 days, 8:48:26, time: 1.810, data_time: 0.480, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7430, loss_cls: 2.1125, loss: 2.1125, grad_norm: 5.5493 2020-07-27 08:00:48,436 - mmaction - INFO - Epoch [26][2220/3757] lr: 1.000e-02, eta: 6 days, 8:47:43, time: 1.893, data_time: 0.109, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7562, loss_cls: 2.0619, loss: 2.0619, grad_norm: 5.5033 2020-07-27 08:01:28,082 - mmaction - INFO - Epoch [26][2240/3757] lr: 1.000e-02, eta: 6 days, 8:47:04, time: 1.985, data_time: 0.011, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7578, loss_cls: 2.0700, loss: 2.0700, grad_norm: 5.5231 2020-07-27 08:02:06,545 - mmaction - INFO - Epoch [26][2260/3757] lr: 1.000e-02, eta: 6 days, 8:46:22, time: 1.923, data_time: 0.008, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7531, loss_cls: 2.1796, loss: 2.1796, grad_norm: 5.5704 2020-07-27 08:02:46,194 - mmaction - INFO - Epoch [26][2280/3757] lr: 1.000e-02, eta: 6 days, 8:45:44, time: 1.983, data_time: 0.027, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7570, loss_cls: 2.1372, loss: 2.1372, grad_norm: 5.5658 2020-07-27 08:03:22,097 - mmaction - INFO - Epoch [26][2300/3757] lr: 1.000e-02, eta: 6 days, 8:44:54, time: 1.795, data_time: 0.007, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7281, loss_cls: 2.1695, loss: 2.1695, grad_norm: 5.7865 2020-07-27 08:04:06,826 - mmaction - INFO - Epoch [26][2320/3757] lr: 1.000e-02, eta: 6 days, 8:44:31, time: 2.237, data_time: 0.008, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7617, loss_cls: 2.0446, loss: 2.0446, grad_norm: 5.4540 2020-07-27 08:04:44,390 - mmaction - INFO - Epoch [26][2340/3757] lr: 1.000e-02, eta: 6 days, 8:43:46, time: 1.876, data_time: 0.028, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7555, loss_cls: 2.1318, loss: 2.1318, grad_norm: 5.5328 2020-07-27 08:05:22,102 - mmaction - INFO - Epoch [26][2360/3757] lr: 1.000e-02, eta: 6 days, 8:43:02, time: 1.881, data_time: 0.005, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7781, loss_cls: 2.0301, loss: 2.0301, grad_norm: 5.3253 2020-07-27 08:06:00,867 - mmaction - INFO - Epoch [26][2380/3757] lr: 1.000e-02, eta: 6 days, 8:42:21, time: 1.945, data_time: 0.009, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7555, loss_cls: 2.1339, loss: 2.1339, grad_norm: 5.7499 2020-07-27 08:06:39,773 - mmaction - INFO - Epoch [26][2400/3757] lr: 1.000e-02, eta: 6 days, 8:41:40, time: 1.944, data_time: 0.008, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7508, loss_cls: 2.0438, loss: 2.0438, grad_norm: 5.4663 2020-07-27 08:07:17,515 - mmaction - INFO - Epoch [26][2420/3757] lr: 1.000e-02, eta: 6 days, 8:40:56, time: 1.888, data_time: 0.004, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7438, loss_cls: 2.1170, loss: 2.1170, grad_norm: 5.5671 2020-07-27 08:07:56,540 - mmaction - INFO - Epoch [26][2440/3757] lr: 1.000e-02, eta: 6 days, 8:40:16, time: 1.951, data_time: 0.095, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.1539, loss: 2.1539, grad_norm: 5.5020 2020-07-27 08:08:35,628 - mmaction - INFO - Epoch [26][2460/3757] lr: 1.000e-02, eta: 6 days, 8:39:36, time: 1.954, data_time: 0.228, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7352, loss_cls: 2.1857, loss: 2.1857, grad_norm: 5.6100 2020-07-27 08:09:14,667 - mmaction - INFO - Epoch [26][2480/3757] lr: 1.000e-02, eta: 6 days, 8:38:55, time: 1.949, data_time: 0.213, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7414, loss_cls: 2.1371, loss: 2.1371, grad_norm: 5.4883 2020-07-27 08:09:54,222 - mmaction - INFO - Epoch [26][2500/3757] lr: 1.000e-02, eta: 6 days, 8:38:17, time: 1.978, data_time: 0.008, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7461, loss_cls: 2.1300, loss: 2.1300, grad_norm: 5.5256 2020-07-27 08:10:33,476 - mmaction - INFO - Epoch [26][2520/3757] lr: 1.000e-02, eta: 6 days, 8:37:37, time: 1.964, data_time: 0.009, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7633, loss_cls: 2.0454, loss: 2.0454, grad_norm: 5.4360 2020-07-27 08:11:09,734 - mmaction - INFO - Epoch [26][2540/3757] lr: 1.000e-02, eta: 6 days, 8:36:48, time: 1.807, data_time: 0.014, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7375, loss_cls: 2.1966, loss: 2.1966, grad_norm: 5.6349 2020-07-27 08:11:51,299 - mmaction - INFO - Epoch [26][2560/3757] lr: 1.000e-02, eta: 6 days, 8:36:16, time: 2.085, data_time: 0.473, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7383, loss_cls: 2.1113, loss: 2.1113, grad_norm: 5.3814 2020-07-27 08:12:30,414 - mmaction - INFO - Epoch [26][2580/3757] lr: 1.000e-02, eta: 6 days, 8:35:36, time: 1.955, data_time: 0.003, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7766, loss_cls: 2.0746, loss: 2.0746, grad_norm: 5.5927 2020-07-27 08:13:08,737 - mmaction - INFO - Epoch [26][2600/3757] lr: 1.000e-02, eta: 6 days, 8:34:53, time: 1.909, data_time: 0.010, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7391, loss_cls: 2.1384, loss: 2.1384, grad_norm: 5.6285 2020-07-27 08:13:49,884 - mmaction - INFO - Epoch [26][2620/3757] lr: 1.000e-02, eta: 6 days, 8:34:19, time: 2.065, data_time: 0.011, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7453, loss_cls: 2.1478, loss: 2.1478, grad_norm: 5.6500 2020-07-27 08:14:28,158 - mmaction - INFO - Epoch [26][2640/3757] lr: 1.000e-02, eta: 6 days, 8:33:37, time: 1.908, data_time: 0.009, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7367, loss_cls: 2.1628, loss: 2.1628, grad_norm: 5.5707 2020-07-27 08:15:08,793 - mmaction - INFO - Epoch [26][2660/3757] lr: 1.000e-02, eta: 6 days, 8:33:01, time: 2.030, data_time: 0.009, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7523, loss_cls: 2.0971, loss: 2.0971, grad_norm: 5.4712 2020-07-27 08:15:48,059 - mmaction - INFO - Epoch [26][2680/3757] lr: 1.000e-02, eta: 6 days, 8:32:22, time: 1.970, data_time: 0.025, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7500, loss_cls: 2.0911, loss: 2.0911, grad_norm: 5.4402 2020-07-27 08:16:25,237 - mmaction - INFO - Epoch [26][2700/3757] lr: 1.000e-02, eta: 6 days, 8:31:36, time: 1.854, data_time: 0.012, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7555, loss_cls: 2.1323, loss: 2.1323, grad_norm: 5.7138 2020-07-27 08:17:06,518 - mmaction - INFO - Epoch [26][2720/3757] lr: 1.000e-02, eta: 6 days, 8:31:02, time: 2.067, data_time: 0.011, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7469, loss_cls: 2.1597, loss: 2.1597, grad_norm: 5.7388 2020-07-27 08:17:42,117 - mmaction - INFO - Epoch [26][2740/3757] lr: 1.000e-02, eta: 6 days, 8:30:12, time: 1.777, data_time: 0.006, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7625, loss_cls: 2.0574, loss: 2.0574, grad_norm: 5.4980 2020-07-27 08:18:22,152 - mmaction - INFO - Epoch [26][2760/3757] lr: 1.000e-02, eta: 6 days, 8:29:35, time: 2.008, data_time: 0.009, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7617, loss_cls: 2.0905, loss: 2.0905, grad_norm: 5.5014 2020-07-27 08:19:01,055 - mmaction - INFO - Epoch [26][2780/3757] lr: 1.000e-02, eta: 6 days, 8:28:54, time: 1.940, data_time: 0.008, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7438, loss_cls: 2.1564, loss: 2.1564, grad_norm: 5.6245 2020-07-27 08:19:39,089 - mmaction - INFO - Epoch [26][2800/3757] lr: 1.000e-02, eta: 6 days, 8:28:11, time: 1.905, data_time: 0.190, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7320, loss_cls: 2.2163, loss: 2.2163, grad_norm: 5.6394 2020-07-27 08:20:18,729 - mmaction - INFO - Epoch [26][2820/3757] lr: 1.000e-02, eta: 6 days, 8:27:32, time: 1.980, data_time: 1.108, memory: 5170, top1_acc: 0.4797, top5_acc: 0.7203, loss_cls: 2.1813, loss: 2.1813, grad_norm: 5.4775 2020-07-27 08:20:58,353 - mmaction - INFO - Epoch [26][2840/3757] lr: 1.000e-02, eta: 6 days, 8:26:54, time: 1.982, data_time: 1.082, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7516, loss_cls: 2.1623, loss: 2.1623, grad_norm: 5.6106 2020-07-27 08:21:39,991 - mmaction - INFO - Epoch [26][2860/3757] lr: 1.000e-02, eta: 6 days, 8:26:21, time: 2.081, data_time: 0.176, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7672, loss_cls: 2.0521, loss: 2.0521, grad_norm: 5.5179 2020-07-27 08:22:22,406 - mmaction - INFO - Epoch [26][2880/3757] lr: 1.000e-02, eta: 6 days, 8:25:50, time: 2.117, data_time: 0.925, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7648, loss_cls: 2.0314, loss: 2.0314, grad_norm: 5.5191 2020-07-27 08:23:00,484 - mmaction - INFO - Epoch [26][2900/3757] lr: 1.000e-02, eta: 6 days, 8:25:07, time: 1.909, data_time: 0.224, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7219, loss_cls: 2.2492, loss: 2.2492, grad_norm: 5.6760 2020-07-27 08:23:38,796 - mmaction - INFO - Epoch [26][2920/3757] lr: 1.000e-02, eta: 6 days, 8:24:25, time: 1.910, data_time: 0.101, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7469, loss_cls: 2.1692, loss: 2.1692, grad_norm: 5.8382 2020-07-27 08:24:18,076 - mmaction - INFO - Epoch [26][2940/3757] lr: 1.000e-02, eta: 6 days, 8:23:45, time: 1.965, data_time: 0.011, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7688, loss_cls: 2.0083, loss: 2.0083, grad_norm: 5.4813 2020-07-27 08:24:58,862 - mmaction - INFO - Epoch [26][2960/3757] lr: 1.000e-02, eta: 6 days, 8:23:10, time: 2.038, data_time: 0.107, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7352, loss_cls: 2.1005, loss: 2.1005, grad_norm: 5.3786 2020-07-27 08:25:33,892 - mmaction - INFO - Epoch [26][2980/3757] lr: 1.000e-02, eta: 6 days, 8:22:19, time: 1.760, data_time: 0.920, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7477, loss_cls: 2.1899, loss: 2.1899, grad_norm: 5.4667 2020-07-27 08:26:11,347 - mmaction - INFO - Epoch [26][3000/3757] lr: 1.000e-02, eta: 6 days, 8:21:33, time: 1.864, data_time: 1.092, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7461, loss_cls: 2.1341, loss: 2.1341, grad_norm: 5.4712 2020-07-27 08:26:50,780 - mmaction - INFO - Epoch [26][3020/3757] lr: 1.000e-02, eta: 6 days, 8:20:55, time: 1.980, data_time: 1.159, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7539, loss_cls: 2.1049, loss: 2.1049, grad_norm: 5.6332 2020-07-27 08:27:29,801 - mmaction - INFO - Epoch [26][3040/3757] lr: 1.000e-02, eta: 6 days, 8:20:14, time: 1.949, data_time: 1.170, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7414, loss_cls: 2.1739, loss: 2.1739, grad_norm: 5.6462 2020-07-27 08:28:08,679 - mmaction - INFO - Epoch [26][3060/3757] lr: 1.000e-02, eta: 6 days, 8:19:34, time: 1.944, data_time: 0.643, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7445, loss_cls: 2.1281, loss: 2.1281, grad_norm: 5.5676 2020-07-27 08:28:45,481 - mmaction - INFO - Epoch [26][3080/3757] lr: 1.000e-02, eta: 6 days, 8:18:47, time: 1.837, data_time: 1.251, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7477, loss_cls: 2.1149, loss: 2.1149, grad_norm: 5.6038 2020-07-27 08:29:26,990 - mmaction - INFO - Epoch [26][3100/3757] lr: 1.000e-02, eta: 6 days, 8:18:14, time: 2.080, data_time: 1.273, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7414, loss_cls: 2.1437, loss: 2.1437, grad_norm: 5.4719 2020-07-27 08:30:04,255 - mmaction - INFO - Epoch [26][3120/3757] lr: 1.000e-02, eta: 6 days, 8:17:29, time: 1.862, data_time: 0.189, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7430, loss_cls: 2.1444, loss: 2.1444, grad_norm: 5.6804 2020-07-27 08:30:44,691 - mmaction - INFO - Epoch [26][3140/3757] lr: 1.000e-02, eta: 6 days, 8:16:52, time: 2.021, data_time: 1.225, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7531, loss_cls: 2.1126, loss: 2.1126, grad_norm: 5.5842 2020-07-27 08:31:29,100 - mmaction - INFO - Epoch [26][3160/3757] lr: 1.000e-02, eta: 6 days, 8:16:27, time: 2.220, data_time: 0.710, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7500, loss_cls: 2.1196, loss: 2.1196, grad_norm: 5.5721 2020-07-27 08:32:03,287 - mmaction - INFO - Epoch [26][3180/3757] lr: 1.000e-02, eta: 6 days, 8:15:33, time: 1.703, data_time: 0.004, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7523, loss_cls: 2.1286, loss: 2.1286, grad_norm: 5.6083 2020-07-27 08:32:43,427 - mmaction - INFO - Epoch [26][3200/3757] lr: 1.000e-02, eta: 6 days, 8:14:56, time: 2.015, data_time: 0.438, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7406, loss_cls: 2.1280, loss: 2.1280, grad_norm: 5.5535 2020-07-27 08:33:24,237 - mmaction - INFO - Epoch [26][3220/3757] lr: 1.000e-02, eta: 6 days, 8:14:21, time: 2.038, data_time: 0.448, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7430, loss_cls: 2.1143, loss: 2.1143, grad_norm: 5.4477 2020-07-27 08:34:01,828 - mmaction - INFO - Epoch [26][3240/3757] lr: 1.000e-02, eta: 6 days, 8:13:36, time: 1.878, data_time: 0.440, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7352, loss_cls: 2.1905, loss: 2.1905, grad_norm: 5.6252 2020-07-27 08:34:40,507 - mmaction - INFO - Epoch [26][3260/3757] lr: 1.000e-02, eta: 6 days, 8:12:55, time: 1.936, data_time: 0.953, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7672, loss_cls: 2.0579, loss: 2.0579, grad_norm: 5.5819 2020-07-27 08:35:20,152 - mmaction - INFO - Epoch [26][3280/3757] lr: 1.000e-02, eta: 6 days, 8:12:17, time: 1.977, data_time: 0.042, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7461, loss_cls: 2.1517, loss: 2.1517, grad_norm: 5.6224 2020-07-27 08:35:58,003 - mmaction - INFO - Epoch [26][3300/3757] lr: 1.000e-02, eta: 6 days, 8:11:33, time: 1.900, data_time: 0.011, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7594, loss_cls: 2.0480, loss: 2.0480, grad_norm: 5.4888 2020-07-27 08:36:39,811 - mmaction - INFO - Epoch [26][3320/3757] lr: 1.000e-02, eta: 6 days, 8:11:01, time: 2.084, data_time: 0.008, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7430, loss_cls: 2.1139, loss: 2.1139, grad_norm: 5.5073 2020-07-27 08:37:17,666 - mmaction - INFO - Epoch [26][3340/3757] lr: 1.000e-02, eta: 6 days, 8:10:17, time: 1.898, data_time: 0.009, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7375, loss_cls: 2.1367, loss: 2.1367, grad_norm: 5.7986 2020-07-27 08:37:55,590 - mmaction - INFO - Epoch [26][3360/3757] lr: 1.000e-02, eta: 6 days, 8:09:33, time: 1.889, data_time: 0.008, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7555, loss_cls: 2.0602, loss: 2.0602, grad_norm: 5.4915 2020-07-27 08:38:34,802 - mmaction - INFO - Epoch [26][3380/3757] lr: 1.000e-02, eta: 6 days, 8:08:54, time: 1.967, data_time: 0.015, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7703, loss_cls: 1.9798, loss: 1.9798, grad_norm: 5.6446 2020-07-27 08:39:13,764 - mmaction - INFO - Epoch [26][3400/3757] lr: 1.000e-02, eta: 6 days, 8:08:13, time: 1.943, data_time: 0.073, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7500, loss_cls: 2.1805, loss: 2.1805, grad_norm: 5.5730 2020-07-27 08:39:54,006 - mmaction - INFO - Epoch [26][3420/3757] lr: 1.000e-02, eta: 6 days, 8:07:37, time: 2.018, data_time: 0.010, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7594, loss_cls: 2.1116, loss: 2.1116, grad_norm: 5.6005 2020-07-27 08:40:28,983 - mmaction - INFO - Epoch [26][3440/3757] lr: 1.000e-02, eta: 6 days, 8:06:45, time: 1.741, data_time: 0.009, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7508, loss_cls: 2.0649, loss: 2.0649, grad_norm: 5.5511 2020-07-27 08:41:11,286 - mmaction - INFO - Epoch [26][3460/3757] lr: 1.000e-02, eta: 6 days, 8:06:14, time: 2.121, data_time: 0.012, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7531, loss_cls: 2.0953, loss: 2.0953, grad_norm: 5.7287 2020-07-27 08:41:49,511 - mmaction - INFO - Epoch [26][3480/3757] lr: 1.000e-02, eta: 6 days, 8:05:32, time: 1.912, data_time: 0.042, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7500, loss_cls: 2.1071, loss: 2.1071, grad_norm: 5.4931 2020-07-27 08:42:30,592 - mmaction - INFO - Epoch [26][3500/3757] lr: 1.000e-02, eta: 6 days, 8:04:57, time: 2.055, data_time: 0.014, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7539, loss_cls: 2.0726, loss: 2.0726, grad_norm: 5.2894 2020-07-27 08:43:09,317 - mmaction - INFO - Epoch [26][3520/3757] lr: 1.000e-02, eta: 6 days, 8:04:16, time: 1.935, data_time: 0.009, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7695, loss_cls: 2.0124, loss: 2.0124, grad_norm: 5.2579 2020-07-27 08:43:48,451 - mmaction - INFO - Epoch [26][3540/3757] lr: 1.000e-02, eta: 6 days, 8:03:36, time: 1.959, data_time: 0.604, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7461, loss_cls: 2.1056, loss: 2.1056, grad_norm: 5.6594 2020-07-27 08:44:30,313 - mmaction - INFO - Epoch [26][3560/3757] lr: 1.000e-02, eta: 6 days, 8:03:04, time: 2.092, data_time: 1.511, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7461, loss_cls: 2.1228, loss: 2.1228, grad_norm: 5.5280 2020-07-27 08:45:09,460 - mmaction - INFO - Epoch [26][3580/3757] lr: 1.000e-02, eta: 6 days, 8:02:24, time: 1.957, data_time: 1.313, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7539, loss_cls: 2.0716, loss: 2.0716, grad_norm: 5.4468 2020-07-27 08:45:45,622 - mmaction - INFO - Epoch [26][3600/3757] lr: 1.000e-02, eta: 6 days, 8:01:36, time: 1.809, data_time: 1.057, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7484, loss_cls: 2.1027, loss: 2.1027, grad_norm: 5.5386 2020-07-27 08:46:26,527 - mmaction - INFO - Epoch [26][3620/3757] lr: 1.000e-02, eta: 6 days, 8:01:01, time: 2.045, data_time: 0.119, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.1302, loss: 2.1302, grad_norm: 5.5522 2020-07-27 08:47:06,309 - mmaction - INFO - Epoch [26][3640/3757] lr: 1.000e-02, eta: 6 days, 8:00:23, time: 1.990, data_time: 0.009, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7242, loss_cls: 2.2124, loss: 2.2124, grad_norm: 5.6941 2020-07-27 08:47:41,617 - mmaction - INFO - Epoch [26][3660/3757] lr: 1.000e-02, eta: 6 days, 7:59:32, time: 1.765, data_time: 0.002, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7391, loss_cls: 2.1477, loss: 2.1477, grad_norm: 5.7366 2020-07-27 08:48:22,626 - mmaction - INFO - Epoch [26][3680/3757] lr: 1.000e-02, eta: 6 days, 7:58:57, time: 2.045, data_time: 0.008, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7555, loss_cls: 2.1586, loss: 2.1586, grad_norm: 5.5324 2020-07-27 08:49:04,166 - mmaction - INFO - Epoch [26][3700/3757] lr: 1.000e-02, eta: 6 days, 7:58:24, time: 2.076, data_time: 0.011, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7625, loss_cls: 2.0466, loss: 2.0466, grad_norm: 5.3625 2020-07-27 08:49:41,652 - mmaction - INFO - Epoch [26][3720/3757] lr: 1.000e-02, eta: 6 days, 7:57:39, time: 1.879, data_time: 0.009, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7273, loss_cls: 2.2187, loss: 2.2187, grad_norm: 5.7074 2020-07-27 08:50:22,584 - mmaction - INFO - Epoch [26][3740/3757] lr: 1.000e-02, eta: 6 days, 7:57:04, time: 2.043, data_time: 0.010, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7328, loss_cls: 2.1081, loss: 2.1081, grad_norm: 5.5176 2020-07-27 08:50:45,682 - mmaction - INFO - Saving checkpoint at 26 epochs 2020-07-27 08:51:42,052 - mmaction - INFO - Epoch [27][20/3757] lr: 1.000e-02, eta: 6 days, 7:55:01, time: 2.751, data_time: 1.089, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7719, loss_cls: 2.0528, loss: 2.0528, grad_norm: 5.6190 2020-07-27 08:52:19,486 - mmaction - INFO - Epoch [27][40/3757] lr: 1.000e-02, eta: 6 days, 7:54:16, time: 1.874, data_time: 0.007, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7594, loss_cls: 2.0494, loss: 2.0494, grad_norm: 5.5005 2020-07-27 08:53:04,137 - mmaction - INFO - Epoch [27][60/3757] lr: 1.000e-02, eta: 6 days, 7:53:52, time: 2.227, data_time: 0.008, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7594, loss_cls: 2.0803, loss: 2.0803, grad_norm: 5.4710 2020-07-27 08:53:43,172 - mmaction - INFO - Epoch [27][80/3757] lr: 1.000e-02, eta: 6 days, 7:53:12, time: 1.956, data_time: 0.008, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7734, loss_cls: 2.0066, loss: 2.0066, grad_norm: 5.6087 2020-07-27 08:54:20,985 - mmaction - INFO - Epoch [27][100/3757] lr: 1.000e-02, eta: 6 days, 7:52:28, time: 1.885, data_time: 0.003, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7633, loss_cls: 2.0473, loss: 2.0473, grad_norm: 5.5011 2020-07-27 08:55:00,323 - mmaction - INFO - Epoch [27][120/3757] lr: 1.000e-02, eta: 6 days, 7:51:48, time: 1.969, data_time: 0.037, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7484, loss_cls: 2.1066, loss: 2.1066, grad_norm: 5.5170 2020-07-27 08:55:35,334 - mmaction - INFO - Epoch [27][140/3757] lr: 1.000e-02, eta: 6 days, 7:50:57, time: 1.754, data_time: 0.746, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7227, loss_cls: 2.1089, loss: 2.1089, grad_norm: 5.4921 2020-07-27 08:56:15,074 - mmaction - INFO - Epoch [27][160/3757] lr: 1.000e-02, eta: 6 days, 7:50:19, time: 1.987, data_time: 1.192, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7508, loss_cls: 2.0787, loss: 2.0787, grad_norm: 5.6678 2020-07-27 08:56:54,714 - mmaction - INFO - Epoch [27][180/3757] lr: 1.000e-02, eta: 6 days, 7:49:40, time: 1.977, data_time: 0.953, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7672, loss_cls: 2.0633, loss: 2.0633, grad_norm: 5.5006 2020-07-27 08:57:32,936 - mmaction - INFO - Epoch [27][200/3757] lr: 1.000e-02, eta: 6 days, 7:48:57, time: 1.909, data_time: 1.295, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7344, loss_cls: 2.1499, loss: 2.1499, grad_norm: 5.5308 2020-07-27 08:58:13,209 - mmaction - INFO - Epoch [27][220/3757] lr: 1.000e-02, eta: 6 days, 7:48:21, time: 2.019, data_time: 1.069, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7594, loss_cls: 2.0719, loss: 2.0719, grad_norm: 5.4840 2020-07-27 08:58:53,849 - mmaction - INFO - Epoch [27][240/3757] lr: 1.000e-02, eta: 6 days, 7:47:45, time: 2.027, data_time: 0.826, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7508, loss_cls: 2.0869, loss: 2.0869, grad_norm: 5.4914 2020-07-27 08:59:33,366 - mmaction - INFO - Epoch [27][260/3757] lr: 1.000e-02, eta: 6 days, 7:47:06, time: 1.984, data_time: 0.604, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7648, loss_cls: 2.0284, loss: 2.0284, grad_norm: 5.4312 2020-07-27 09:00:12,869 - mmaction - INFO - Epoch [27][280/3757] lr: 1.000e-02, eta: 6 days, 7:46:26, time: 1.957, data_time: 1.041, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7359, loss_cls: 2.1242, loss: 2.1242, grad_norm: 5.6137 2020-07-27 09:00:51,812 - mmaction - INFO - Epoch [27][300/3757] lr: 1.000e-02, eta: 6 days, 7:45:47, time: 1.965, data_time: 1.115, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7508, loss_cls: 2.0699, loss: 2.0699, grad_norm: 5.4743 2020-07-27 09:01:32,407 - mmaction - INFO - Epoch [27][320/3757] lr: 1.000e-02, eta: 6 days, 7:45:11, time: 2.029, data_time: 1.460, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7656, loss_cls: 2.0423, loss: 2.0423, grad_norm: 5.4361 2020-07-27 09:02:10,962 - mmaction - INFO - Epoch [27][340/3757] lr: 1.000e-02, eta: 6 days, 7:44:30, time: 1.926, data_time: 1.344, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7664, loss_cls: 1.9997, loss: 1.9997, grad_norm: 5.5023 2020-07-27 09:02:50,609 - mmaction - INFO - Epoch [27][360/3757] lr: 1.000e-02, eta: 6 days, 7:43:51, time: 1.982, data_time: 1.415, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7391, loss_cls: 2.1253, loss: 2.1253, grad_norm: 5.5469 2020-07-27 09:03:30,537 - mmaction - INFO - Epoch [27][380/3757] lr: 1.000e-02, eta: 6 days, 7:43:13, time: 1.997, data_time: 1.335, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7539, loss_cls: 2.0815, loss: 2.0815, grad_norm: 5.5862 2020-07-27 09:04:08,741 - mmaction - INFO - Epoch [27][400/3757] lr: 1.000e-02, eta: 6 days, 7:42:31, time: 1.911, data_time: 0.243, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7492, loss_cls: 2.1634, loss: 2.1634, grad_norm: 5.5344 2020-07-27 09:04:49,345 - mmaction - INFO - Epoch [27][420/3757] lr: 1.000e-02, eta: 6 days, 7:41:55, time: 2.030, data_time: 0.003, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7383, loss_cls: 2.1260, loss: 2.1260, grad_norm: 5.6016 2020-07-27 09:05:28,614 - mmaction - INFO - Epoch [27][440/3757] lr: 1.000e-02, eta: 6 days, 7:41:15, time: 1.956, data_time: 0.198, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7289, loss_cls: 2.1931, loss: 2.1931, grad_norm: 5.4773 2020-07-27 09:06:08,167 - mmaction - INFO - Epoch [27][460/3757] lr: 1.000e-02, eta: 6 days, 7:40:37, time: 1.985, data_time: 0.011, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7539, loss_cls: 2.1000, loss: 2.1000, grad_norm: 5.7253 2020-07-27 09:06:48,982 - mmaction - INFO - Epoch [27][480/3757] lr: 1.000e-02, eta: 6 days, 7:40:01, time: 2.035, data_time: 0.020, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7586, loss_cls: 2.0667, loss: 2.0667, grad_norm: 5.5525 2020-07-27 09:07:31,093 - mmaction - INFO - Epoch [27][500/3757] lr: 1.000e-02, eta: 6 days, 7:39:30, time: 2.109, data_time: 0.009, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7695, loss_cls: 2.0156, loss: 2.0156, grad_norm: 5.6528 2020-07-27 09:08:10,309 - mmaction - INFO - Epoch [27][520/3757] lr: 1.000e-02, eta: 6 days, 7:38:50, time: 1.956, data_time: 0.010, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 2.1003, loss: 2.1003, grad_norm: 5.5439 2020-07-27 09:08:47,042 - mmaction - INFO - Epoch [27][540/3757] lr: 1.000e-02, eta: 6 days, 7:38:04, time: 1.844, data_time: 0.010, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7445, loss_cls: 2.0806, loss: 2.0806, grad_norm: 5.5147 2020-07-27 09:09:26,811 - mmaction - INFO - Epoch [27][560/3757] lr: 1.000e-02, eta: 6 days, 7:37:25, time: 1.988, data_time: 0.009, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7508, loss_cls: 2.0498, loss: 2.0498, grad_norm: 5.3464 2020-07-27 09:10:08,883 - mmaction - INFO - Epoch [27][580/3757] lr: 1.000e-02, eta: 6 days, 7:36:54, time: 2.101, data_time: 0.011, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7711, loss_cls: 1.9927, loss: 1.9927, grad_norm: 5.4380 2020-07-27 09:10:46,917 - mmaction - INFO - Epoch [27][600/3757] lr: 1.000e-02, eta: 6 days, 7:36:11, time: 1.905, data_time: 0.006, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7523, loss_cls: 2.1068, loss: 2.1068, grad_norm: 5.5034 2020-07-27 09:11:24,627 - mmaction - INFO - Epoch [27][620/3757] lr: 1.000e-02, eta: 6 days, 7:35:26, time: 1.880, data_time: 0.020, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7539, loss_cls: 2.0572, loss: 2.0572, grad_norm: 5.4662 2020-07-27 09:12:04,677 - mmaction - INFO - Epoch [27][640/3757] lr: 1.000e-02, eta: 6 days, 7:34:49, time: 2.001, data_time: 0.009, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7492, loss_cls: 2.0840, loss: 2.0840, grad_norm: 5.6300 2020-07-27 09:12:43,317 - mmaction - INFO - Epoch [27][660/3757] lr: 1.000e-02, eta: 6 days, 7:34:08, time: 1.937, data_time: 0.026, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7469, loss_cls: 2.2076, loss: 2.2076, grad_norm: 5.7249 2020-07-27 09:13:19,935 - mmaction - INFO - Epoch [27][680/3757] lr: 1.000e-02, eta: 6 days, 7:33:21, time: 1.829, data_time: 0.208, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7508, loss_cls: 2.0373, loss: 2.0373, grad_norm: 5.5450 2020-07-27 09:13:56,412 - mmaction - INFO - Epoch [27][700/3757] lr: 1.000e-02, eta: 6 days, 7:32:33, time: 1.818, data_time: 0.186, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7562, loss_cls: 2.1228, loss: 2.1228, grad_norm: 5.5458 2020-07-27 09:14:39,075 - mmaction - INFO - Epoch [27][720/3757] lr: 1.000e-02, eta: 6 days, 7:32:04, time: 2.142, data_time: 0.607, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7727, loss_cls: 2.0470, loss: 2.0470, grad_norm: 5.6002 2020-07-27 09:15:23,078 - mmaction - INFO - Epoch [27][740/3757] lr: 1.000e-02, eta: 6 days, 7:31:37, time: 2.193, data_time: 1.103, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7484, loss_cls: 2.1264, loss: 2.1264, grad_norm: 5.5525 2020-07-27 09:16:02,980 - mmaction - INFO - Epoch [27][760/3757] lr: 1.000e-02, eta: 6 days, 7:30:59, time: 2.001, data_time: 1.321, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7586, loss_cls: 2.0821, loss: 2.0821, grad_norm: 5.4991 2020-07-27 09:16:38,996 - mmaction - INFO - Epoch [27][780/3757] lr: 1.000e-02, eta: 6 days, 7:30:10, time: 1.797, data_time: 1.220, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7719, loss_cls: 2.0719, loss: 2.0719, grad_norm: 5.6405 2020-07-27 09:17:20,533 - mmaction - INFO - Epoch [27][800/3757] lr: 1.000e-02, eta: 6 days, 7:29:37, time: 2.078, data_time: 1.406, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7352, loss_cls: 2.1488, loss: 2.1488, grad_norm: 5.5013 2020-07-27 09:17:59,546 - mmaction - INFO - Epoch [27][820/3757] lr: 1.000e-02, eta: 6 days, 7:28:57, time: 1.955, data_time: 1.366, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7461, loss_cls: 2.1546, loss: 2.1546, grad_norm: 5.4535 2020-07-27 09:18:35,824 - mmaction - INFO - Epoch [27][840/3757] lr: 1.000e-02, eta: 6 days, 7:28:09, time: 1.809, data_time: 0.970, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7602, loss_cls: 2.0575, loss: 2.0575, grad_norm: 5.4383 2020-07-27 09:19:14,514 - mmaction - INFO - Epoch [27][860/3757] lr: 1.000e-02, eta: 6 days, 7:27:28, time: 1.933, data_time: 0.499, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7594, loss_cls: 2.0231, loss: 2.0231, grad_norm: 5.4841 2020-07-27 09:19:51,565 - mmaction - INFO - Epoch [27][880/3757] lr: 1.000e-02, eta: 6 days, 7:26:42, time: 1.860, data_time: 0.445, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7688, loss_cls: 1.9930, loss: 1.9930, grad_norm: 5.6232 2020-07-27 09:20:30,478 - mmaction - INFO - Epoch [27][900/3757] lr: 1.000e-02, eta: 6 days, 7:26:01, time: 1.939, data_time: 0.005, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7742, loss_cls: 2.0517, loss: 2.0517, grad_norm: 5.4588 2020-07-27 09:21:09,756 - mmaction - INFO - Epoch [27][920/3757] lr: 1.000e-02, eta: 6 days, 7:25:22, time: 1.970, data_time: 0.110, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7516, loss_cls: 2.1193, loss: 2.1193, grad_norm: 5.5634 2020-07-27 09:21:54,891 - mmaction - INFO - Epoch [27][940/3757] lr: 1.000e-02, eta: 6 days, 7:24:59, time: 2.251, data_time: 0.008, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7742, loss_cls: 2.0164, loss: 2.0164, grad_norm: 5.3968 2020-07-27 09:22:30,517 - mmaction - INFO - Epoch [27][960/3757] lr: 1.000e-02, eta: 6 days, 7:24:09, time: 1.783, data_time: 0.010, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7414, loss_cls: 2.1705, loss: 2.1705, grad_norm: 5.5909 2020-07-27 09:23:08,546 - mmaction - INFO - Epoch [27][980/3757] lr: 1.000e-02, eta: 6 days, 7:23:26, time: 1.905, data_time: 0.009, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7617, loss_cls: 2.0659, loss: 2.0659, grad_norm: 5.6090 2020-07-27 09:23:48,547 - mmaction - INFO - Epoch [27][1000/3757] lr: 1.000e-02, eta: 6 days, 7:22:49, time: 1.996, data_time: 0.517, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7758, loss_cls: 1.9974, loss: 1.9974, grad_norm: 5.4576 2020-07-27 09:24:26,908 - mmaction - INFO - Epoch [27][1020/3757] lr: 1.000e-02, eta: 6 days, 7:22:07, time: 1.921, data_time: 0.706, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.1748, loss: 2.1748, grad_norm: 5.5929 2020-07-27 09:25:04,826 - mmaction - INFO - Epoch [27][1040/3757] lr: 1.000e-02, eta: 6 days, 7:21:23, time: 1.896, data_time: 0.015, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7461, loss_cls: 2.1096, loss: 2.1096, grad_norm: 5.5771 2020-07-27 09:25:44,351 - mmaction - INFO - Epoch [27][1060/3757] lr: 1.000e-02, eta: 6 days, 7:20:45, time: 1.978, data_time: 0.031, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7672, loss_cls: 2.0551, loss: 2.0551, grad_norm: 5.5024 2020-07-27 09:26:23,736 - mmaction - INFO - Epoch [27][1080/3757] lr: 1.000e-02, eta: 6 days, 7:20:05, time: 1.961, data_time: 0.007, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7531, loss_cls: 2.1647, loss: 2.1647, grad_norm: 5.5999 2020-07-27 09:27:03,019 - mmaction - INFO - Epoch [27][1100/3757] lr: 1.000e-02, eta: 6 days, 7:19:26, time: 1.970, data_time: 0.011, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7586, loss_cls: 2.0917, loss: 2.0917, grad_norm: 5.5946 2020-07-27 09:27:40,741 - mmaction - INFO - Epoch [27][1120/3757] lr: 1.000e-02, eta: 6 days, 7:18:42, time: 1.884, data_time: 0.010, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7539, loss_cls: 2.0602, loss: 2.0602, grad_norm: 5.6601 2020-07-27 09:28:21,343 - mmaction - INFO - Epoch [27][1140/3757] lr: 1.000e-02, eta: 6 days, 7:18:06, time: 2.035, data_time: 0.010, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7352, loss_cls: 2.1265, loss: 2.1265, grad_norm: 5.5729 2020-07-27 09:29:00,891 - mmaction - INFO - Epoch [27][1160/3757] lr: 1.000e-02, eta: 6 days, 7:17:27, time: 1.971, data_time: 0.008, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7688, loss_cls: 2.0420, loss: 2.0420, grad_norm: 5.6030 2020-07-27 09:29:38,265 - mmaction - INFO - Epoch [27][1180/3757] lr: 1.000e-02, eta: 6 days, 7:16:42, time: 1.871, data_time: 0.015, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7641, loss_cls: 2.0633, loss: 2.0633, grad_norm: 5.7529 2020-07-27 09:30:20,484 - mmaction - INFO - Epoch [27][1200/3757] lr: 1.000e-02, eta: 6 days, 7:16:11, time: 2.107, data_time: 0.026, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7648, loss_cls: 2.0155, loss: 2.0155, grad_norm: 5.4433 2020-07-27 09:31:02,927 - mmaction - INFO - Epoch [27][1220/3757] lr: 1.000e-02, eta: 6 days, 7:15:40, time: 2.131, data_time: 0.011, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7508, loss_cls: 2.0862, loss: 2.0862, grad_norm: 5.4700 2020-07-27 09:31:37,353 - mmaction - INFO - Epoch [27][1240/3757] lr: 1.000e-02, eta: 6 days, 7:14:47, time: 1.721, data_time: 0.006, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7320, loss_cls: 2.1415, loss: 2.1415, grad_norm: 5.6300 2020-07-27 09:32:17,796 - mmaction - INFO - Epoch [27][1260/3757] lr: 1.000e-02, eta: 6 days, 7:14:11, time: 2.015, data_time: 0.007, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7562, loss_cls: 2.1144, loss: 2.1144, grad_norm: 5.6018 2020-07-27 09:32:53,484 - mmaction - INFO - Epoch [27][1280/3757] lr: 1.000e-02, eta: 6 days, 7:13:21, time: 1.790, data_time: 0.009, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7555, loss_cls: 2.0745, loss: 2.0745, grad_norm: 5.4154 2020-07-27 09:33:34,423 - mmaction - INFO - Epoch [27][1300/3757] lr: 1.000e-02, eta: 6 days, 7:12:46, time: 2.038, data_time: 0.009, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7516, loss_cls: 2.1119, loss: 2.1119, grad_norm: 5.5822 2020-07-27 09:34:10,546 - mmaction - INFO - Epoch [27][1320/3757] lr: 1.000e-02, eta: 6 days, 7:11:58, time: 1.815, data_time: 0.013, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7789, loss_cls: 1.9614, loss: 1.9614, grad_norm: 5.4853 2020-07-27 09:34:49,593 - mmaction - INFO - Epoch [27][1340/3757] lr: 1.000e-02, eta: 6 days, 7:11:18, time: 1.944, data_time: 0.004, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7453, loss_cls: 2.1883, loss: 2.1883, grad_norm: 5.7745 2020-07-27 09:35:27,034 - mmaction - INFO - Epoch [27][1360/3757] lr: 1.000e-02, eta: 6 days, 7:10:33, time: 1.878, data_time: 0.012, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7430, loss_cls: 2.0940, loss: 2.0940, grad_norm: 5.4661 2020-07-27 09:36:06,812 - mmaction - INFO - Epoch [27][1380/3757] lr: 1.000e-02, eta: 6 days, 7:09:55, time: 1.993, data_time: 0.007, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7570, loss_cls: 2.1037, loss: 2.1037, grad_norm: 5.4946 2020-07-27 09:36:45,444 - mmaction - INFO - Epoch [27][1400/3757] lr: 1.000e-02, eta: 6 days, 7:09:14, time: 1.929, data_time: 0.007, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7234, loss_cls: 2.2210, loss: 2.2210, grad_norm: 5.6575 2020-07-27 09:37:22,532 - mmaction - INFO - Epoch [27][1420/3757] lr: 1.000e-02, eta: 6 days, 7:08:28, time: 1.856, data_time: 0.077, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7406, loss_cls: 2.2029, loss: 2.2029, grad_norm: 5.5458 2020-07-27 09:38:06,072 - mmaction - INFO - Epoch [27][1440/3757] lr: 1.000e-02, eta: 6 days, 7:08:01, time: 2.178, data_time: 0.542, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7719, loss_cls: 2.0312, loss: 2.0312, grad_norm: 5.4541 2020-07-27 09:38:42,618 - mmaction - INFO - Epoch [27][1460/3757] lr: 1.000e-02, eta: 6 days, 7:07:13, time: 1.820, data_time: 0.030, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7539, loss_cls: 2.1412, loss: 2.1412, grad_norm: 5.4450 2020-07-27 09:39:23,754 - mmaction - INFO - Epoch [27][1480/3757] lr: 1.000e-02, eta: 6 days, 7:06:39, time: 2.063, data_time: 0.086, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7500, loss_cls: 2.0646, loss: 2.0646, grad_norm: 5.4455 2020-07-27 09:40:01,974 - mmaction - INFO - Epoch [27][1500/3757] lr: 1.000e-02, eta: 6 days, 7:05:56, time: 1.905, data_time: 0.009, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7375, loss_cls: 2.1013, loss: 2.1013, grad_norm: 5.5898 2020-07-27 09:40:37,719 - mmaction - INFO - Epoch [27][1520/3757] lr: 1.000e-02, eta: 6 days, 7:05:07, time: 1.794, data_time: 0.231, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7594, loss_cls: 2.0601, loss: 2.0601, grad_norm: 5.6651 2020-07-27 09:41:19,386 - mmaction - INFO - Epoch [27][1540/3757] lr: 1.000e-02, eta: 6 days, 7:04:34, time: 2.073, data_time: 0.371, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7711, loss_cls: 2.0180, loss: 2.0180, grad_norm: 5.6016 2020-07-27 09:41:58,182 - mmaction - INFO - Epoch [27][1560/3757] lr: 1.000e-02, eta: 6 days, 7:03:54, time: 1.950, data_time: 0.138, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7562, loss_cls: 2.0524, loss: 2.0524, grad_norm: 5.4977 2020-07-27 09:42:39,352 - mmaction - INFO - Epoch [27][1580/3757] lr: 1.000e-02, eta: 6 days, 7:03:19, time: 2.052, data_time: 0.899, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7531, loss_cls: 2.1743, loss: 2.1743, grad_norm: 5.6648 2020-07-27 09:43:14,706 - mmaction - INFO - Epoch [27][1600/3757] lr: 1.000e-02, eta: 6 days, 7:02:29, time: 1.774, data_time: 0.495, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7391, loss_cls: 2.1863, loss: 2.1863, grad_norm: 5.6771 2020-07-27 09:43:55,023 - mmaction - INFO - Epoch [27][1620/3757] lr: 1.000e-02, eta: 6 days, 7:01:52, time: 2.016, data_time: 0.195, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7602, loss_cls: 2.0780, loss: 2.0780, grad_norm: 5.4937 2020-07-27 09:44:34,987 - mmaction - INFO - Epoch [27][1640/3757] lr: 1.000e-02, eta: 6 days, 7:01:15, time: 1.996, data_time: 0.107, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7664, loss_cls: 2.0047, loss: 2.0047, grad_norm: 5.5294 2020-07-27 09:45:17,677 - mmaction - INFO - Epoch [27][1660/3757] lr: 1.000e-02, eta: 6 days, 7:00:44, time: 2.130, data_time: 0.010, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7633, loss_cls: 2.0258, loss: 2.0258, grad_norm: 5.5149 2020-07-27 09:45:57,111 - mmaction - INFO - Epoch [27][1680/3757] lr: 1.000e-02, eta: 6 days, 7:00:05, time: 1.977, data_time: 0.011, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7195, loss_cls: 2.2446, loss: 2.2446, grad_norm: 5.6592 2020-07-27 09:46:36,121 - mmaction - INFO - Epoch [27][1700/3757] lr: 1.000e-02, eta: 6 days, 6:59:25, time: 1.952, data_time: 0.008, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7562, loss_cls: 2.0951, loss: 2.0951, grad_norm: 5.5294 2020-07-27 09:47:10,035 - mmaction - INFO - Epoch [27][1720/3757] lr: 1.000e-02, eta: 6 days, 6:58:30, time: 1.688, data_time: 0.207, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7438, loss_cls: 2.1110, loss: 2.1110, grad_norm: 5.6537 2020-07-27 09:47:48,501 - mmaction - INFO - Epoch [27][1740/3757] lr: 1.000e-02, eta: 6 days, 6:57:49, time: 1.928, data_time: 0.808, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7320, loss_cls: 2.1859, loss: 2.1859, grad_norm: 5.7240 2020-07-27 09:48:24,118 - mmaction - INFO - Epoch [27][1760/3757] lr: 1.000e-02, eta: 6 days, 6:56:59, time: 1.783, data_time: 0.237, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7750, loss_cls: 1.9743, loss: 1.9743, grad_norm: 5.5176 2020-07-27 09:49:04,971 - mmaction - INFO - Epoch [27][1780/3757] lr: 1.000e-02, eta: 6 days, 6:56:24, time: 2.034, data_time: 0.094, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7484, loss_cls: 2.1598, loss: 2.1598, grad_norm: 5.6205 2020-07-27 09:49:44,627 - mmaction - INFO - Epoch [27][1800/3757] lr: 1.000e-02, eta: 6 days, 6:55:46, time: 1.991, data_time: 0.082, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7727, loss_cls: 1.9509, loss: 1.9509, grad_norm: 5.3972 2020-07-27 09:50:27,399 - mmaction - INFO - Epoch [27][1820/3757] lr: 1.000e-02, eta: 6 days, 6:55:16, time: 2.138, data_time: 0.019, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7523, loss_cls: 2.0597, loss: 2.0597, grad_norm: 5.5858 2020-07-27 09:50:59,569 - mmaction - INFO - Epoch [27][1840/3757] lr: 1.000e-02, eta: 6 days, 6:54:17, time: 1.608, data_time: 0.112, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7414, loss_cls: 2.1379, loss: 2.1379, grad_norm: 5.6146 2020-07-27 09:51:38,165 - mmaction - INFO - Epoch [27][1860/3757] lr: 1.000e-02, eta: 6 days, 6:53:35, time: 1.923, data_time: 0.101, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7422, loss_cls: 2.1197, loss: 2.1197, grad_norm: 5.6575 2020-07-27 09:52:17,405 - mmaction - INFO - Epoch [27][1880/3757] lr: 1.000e-02, eta: 6 days, 6:52:56, time: 1.968, data_time: 0.011, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7383, loss_cls: 2.1321, loss: 2.1321, grad_norm: 5.5938 2020-07-27 09:52:58,426 - mmaction - INFO - Epoch [27][1900/3757] lr: 1.000e-02, eta: 6 days, 6:52:21, time: 2.053, data_time: 0.005, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7500, loss_cls: 2.0972, loss: 2.0972, grad_norm: 5.5476 2020-07-27 09:53:35,840 - mmaction - INFO - Epoch [27][1920/3757] lr: 1.000e-02, eta: 6 days, 6:51:36, time: 1.863, data_time: 0.007, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7680, loss_cls: 1.9698, loss: 1.9698, grad_norm: 5.3511 2020-07-27 09:54:18,180 - mmaction - INFO - Epoch [27][1940/3757] lr: 1.000e-02, eta: 6 days, 6:51:05, time: 2.115, data_time: 0.011, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7617, loss_cls: 2.0003, loss: 2.0003, grad_norm: 5.5071 2020-07-27 09:55:00,052 - mmaction - INFO - Epoch [27][1960/3757] lr: 1.000e-02, eta: 6 days, 6:50:33, time: 2.100, data_time: 0.015, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7336, loss_cls: 2.1524, loss: 2.1524, grad_norm: 5.6833 2020-07-27 09:55:37,542 - mmaction - INFO - Epoch [27][1980/3757] lr: 1.000e-02, eta: 6 days, 6:49:48, time: 1.879, data_time: 0.036, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7547, loss_cls: 2.0680, loss: 2.0680, grad_norm: 5.6298 2020-07-27 09:56:12,302 - mmaction - INFO - Epoch [27][2000/3757] lr: 1.000e-02, eta: 6 days, 6:48:56, time: 1.732, data_time: 0.496, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7523, loss_cls: 2.1414, loss: 2.1414, grad_norm: 5.6784 2020-07-27 09:56:51,641 - mmaction - INFO - Epoch [27][2020/3757] lr: 1.000e-02, eta: 6 days, 6:48:17, time: 1.973, data_time: 0.619, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7328, loss_cls: 2.1558, loss: 2.1558, grad_norm: 5.6415 2020-07-27 09:57:27,588 - mmaction - INFO - Epoch [27][2040/3757] lr: 1.000e-02, eta: 6 days, 6:47:28, time: 1.790, data_time: 0.576, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7367, loss_cls: 2.1767, loss: 2.1767, grad_norm: 5.7160 2020-07-27 09:58:07,956 - mmaction - INFO - Epoch [27][2060/3757] lr: 1.000e-02, eta: 6 days, 6:46:52, time: 2.024, data_time: 0.266, memory: 5170, top1_acc: 0.4766, top5_acc: 0.7375, loss_cls: 2.1819, loss: 2.1819, grad_norm: 5.8534 2020-07-27 09:58:44,481 - mmaction - INFO - Epoch [27][2080/3757] lr: 1.000e-02, eta: 6 days, 6:46:05, time: 1.827, data_time: 0.590, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7539, loss_cls: 2.1295, loss: 2.1295, grad_norm: 5.7616 2020-07-27 09:59:25,618 - mmaction - INFO - Epoch [27][2100/3757] lr: 1.000e-02, eta: 6 days, 6:45:30, time: 2.055, data_time: 1.272, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7500, loss_cls: 1.9941, loss: 1.9941, grad_norm: 5.4231 2020-07-27 10:00:08,191 - mmaction - INFO - Epoch [27][2120/3757] lr: 1.000e-02, eta: 6 days, 6:44:59, time: 2.118, data_time: 0.955, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7609, loss_cls: 2.0959, loss: 2.0959, grad_norm: 5.6680 2020-07-27 10:00:45,520 - mmaction - INFO - Epoch [27][2140/3757] lr: 1.000e-02, eta: 6 days, 6:44:15, time: 1.875, data_time: 0.859, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7609, loss_cls: 2.0959, loss: 2.0959, grad_norm: 5.6593 2020-07-27 10:01:21,848 - mmaction - INFO - Epoch [27][2160/3757] lr: 1.000e-02, eta: 6 days, 6:43:27, time: 1.819, data_time: 0.840, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7695, loss_cls: 1.9744, loss: 1.9744, grad_norm: 5.4843 2020-07-27 10:02:03,758 - mmaction - INFO - Epoch [27][2180/3757] lr: 1.000e-02, eta: 6 days, 6:42:55, time: 2.088, data_time: 0.550, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7594, loss_cls: 2.0826, loss: 2.0826, grad_norm: 5.6691 2020-07-27 10:02:46,036 - mmaction - INFO - Epoch [27][2200/3757] lr: 1.000e-02, eta: 6 days, 6:42:24, time: 2.116, data_time: 0.011, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7664, loss_cls: 2.1051, loss: 2.1051, grad_norm: 5.6983 2020-07-27 10:03:21,593 - mmaction - INFO - Epoch [27][2220/3757] lr: 1.000e-02, eta: 6 days, 6:41:34, time: 1.781, data_time: 0.011, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7453, loss_cls: 2.1755, loss: 2.1755, grad_norm: 5.8022 2020-07-27 10:04:00,892 - mmaction - INFO - Epoch [27][2240/3757] lr: 1.000e-02, eta: 6 days, 6:40:54, time: 1.963, data_time: 0.136, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7383, loss_cls: 2.1684, loss: 2.1684, grad_norm: 5.5801 2020-07-27 10:04:40,176 - mmaction - INFO - Epoch [27][2260/3757] lr: 1.000e-02, eta: 6 days, 6:40:15, time: 1.967, data_time: 0.357, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7648, loss_cls: 2.0086, loss: 2.0086, grad_norm: 5.3990 2020-07-27 10:05:18,450 - mmaction - INFO - Epoch [27][2280/3757] lr: 1.000e-02, eta: 6 days, 6:39:32, time: 1.905, data_time: 0.773, memory: 5170, top1_acc: 0.4820, top5_acc: 0.7398, loss_cls: 2.1941, loss: 2.1941, grad_norm: 5.7158 2020-07-27 10:05:58,978 - mmaction - INFO - Epoch [27][2300/3757] lr: 1.000e-02, eta: 6 days, 6:38:57, time: 2.035, data_time: 0.167, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7461, loss_cls: 2.1807, loss: 2.1807, grad_norm: 5.6031 2020-07-27 10:06:38,146 - mmaction - INFO - Epoch [27][2320/3757] lr: 1.000e-02, eta: 6 days, 6:38:16, time: 1.950, data_time: 0.008, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7641, loss_cls: 2.0187, loss: 2.0187, grad_norm: 5.6076 2020-07-27 10:07:13,802 - mmaction - INFO - Epoch [27][2340/3757] lr: 1.000e-02, eta: 6 days, 6:37:27, time: 1.791, data_time: 0.014, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7367, loss_cls: 2.1538, loss: 2.1538, grad_norm: 5.5046 2020-07-27 10:07:52,826 - mmaction - INFO - Epoch [27][2360/3757] lr: 1.000e-02, eta: 6 days, 6:36:47, time: 1.947, data_time: 0.020, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7445, loss_cls: 2.2018, loss: 2.2018, grad_norm: 5.7603 2020-07-27 10:08:33,214 - mmaction - INFO - Epoch [27][2380/3757] lr: 1.000e-02, eta: 6 days, 6:36:11, time: 2.025, data_time: 0.010, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7406, loss_cls: 2.1635, loss: 2.1635, grad_norm: 5.6703 2020-07-27 10:09:11,544 - mmaction - INFO - Epoch [27][2400/3757] lr: 1.000e-02, eta: 6 days, 6:35:29, time: 1.913, data_time: 0.007, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7445, loss_cls: 2.1480, loss: 2.1480, grad_norm: 5.7352 2020-07-27 10:09:52,425 - mmaction - INFO - Epoch [27][2420/3757] lr: 1.000e-02, eta: 6 days, 6:34:53, time: 2.044, data_time: 0.009, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7555, loss_cls: 2.0510, loss: 2.0510, grad_norm: 5.4037 2020-07-27 10:10:33,140 - mmaction - INFO - Epoch [27][2440/3757] lr: 1.000e-02, eta: 6 days, 6:34:18, time: 2.040, data_time: 0.035, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7438, loss_cls: 2.1632, loss: 2.1632, grad_norm: 5.7679 2020-07-27 10:11:13,919 - mmaction - INFO - Epoch [27][2460/3757] lr: 1.000e-02, eta: 6 days, 6:33:43, time: 2.039, data_time: 0.041, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7578, loss_cls: 2.0991, loss: 2.0991, grad_norm: 5.5143 2020-07-27 10:11:53,897 - mmaction - INFO - Epoch [27][2480/3757] lr: 1.000e-02, eta: 6 days, 6:33:05, time: 1.994, data_time: 0.002, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7562, loss_cls: 2.0606, loss: 2.0606, grad_norm: 5.5842 2020-07-27 10:12:29,929 - mmaction - INFO - Epoch [27][2500/3757] lr: 1.000e-02, eta: 6 days, 6:32:16, time: 1.801, data_time: 0.032, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7406, loss_cls: 2.1651, loss: 2.1651, grad_norm: 5.6520 2020-07-27 10:13:09,931 - mmaction - INFO - Epoch [27][2520/3757] lr: 1.000e-02, eta: 6 days, 6:31:39, time: 2.005, data_time: 0.121, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7648, loss_cls: 1.9977, loss: 1.9977, grad_norm: 5.4148 2020-07-27 10:13:48,706 - mmaction - INFO - Epoch [27][2540/3757] lr: 1.000e-02, eta: 6 days, 6:30:58, time: 1.931, data_time: 0.016, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7711, loss_cls: 2.0093, loss: 2.0093, grad_norm: 5.3546 2020-07-27 10:14:30,163 - mmaction - INFO - Epoch [27][2560/3757] lr: 1.000e-02, eta: 6 days, 6:30:24, time: 2.072, data_time: 0.010, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7469, loss_cls: 2.1588, loss: 2.1588, grad_norm: 5.6891 2020-07-27 10:15:05,426 - mmaction - INFO - Epoch [27][2580/3757] lr: 1.000e-02, eta: 6 days, 6:29:34, time: 1.770, data_time: 0.029, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7445, loss_cls: 2.0995, loss: 2.0995, grad_norm: 5.5085 2020-07-27 10:15:45,856 - mmaction - INFO - Epoch [27][2600/3757] lr: 1.000e-02, eta: 6 days, 6:28:58, time: 2.021, data_time: 0.163, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7297, loss_cls: 2.1571, loss: 2.1571, grad_norm: 5.5805 2020-07-27 10:16:25,987 - mmaction - INFO - Epoch [27][2620/3757] lr: 1.000e-02, eta: 6 days, 6:28:21, time: 2.007, data_time: 0.048, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7562, loss_cls: 2.0538, loss: 2.0538, grad_norm: 5.5854 2020-07-27 10:17:06,847 - mmaction - INFO - Epoch [27][2640/3757] lr: 1.000e-02, eta: 6 days, 6:27:45, time: 2.043, data_time: 0.019, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7383, loss_cls: 2.1702, loss: 2.1702, grad_norm: 5.6559 2020-07-27 10:17:45,595 - mmaction - INFO - Epoch [27][2660/3757] lr: 1.000e-02, eta: 6 days, 6:27:05, time: 1.937, data_time: 0.009, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7445, loss_cls: 2.1639, loss: 2.1639, grad_norm: 5.6246 2020-07-27 10:18:22,797 - mmaction - INFO - Epoch [27][2680/3757] lr: 1.000e-02, eta: 6 days, 6:26:19, time: 1.861, data_time: 0.003, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7555, loss_cls: 2.0625, loss: 2.0625, grad_norm: 5.5090 2020-07-27 10:19:03,985 - mmaction - INFO - Epoch [27][2700/3757] lr: 1.000e-02, eta: 6 days, 6:25:45, time: 2.059, data_time: 0.014, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7648, loss_cls: 2.0842, loss: 2.0842, grad_norm: 5.5937 2020-07-27 10:19:41,584 - mmaction - INFO - Epoch [27][2720/3757] lr: 1.000e-02, eta: 6 days, 6:25:01, time: 1.881, data_time: 0.004, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7516, loss_cls: 2.1270, loss: 2.1270, grad_norm: 5.6278 2020-07-27 10:20:22,752 - mmaction - INFO - Epoch [27][2740/3757] lr: 1.000e-02, eta: 6 days, 6:24:27, time: 2.058, data_time: 0.007, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7281, loss_cls: 2.2430, loss: 2.2430, grad_norm: 5.6997 2020-07-27 10:21:02,713 - mmaction - INFO - Epoch [27][2760/3757] lr: 1.000e-02, eta: 6 days, 6:23:49, time: 1.998, data_time: 0.043, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7523, loss_cls: 2.1247, loss: 2.1247, grad_norm: 5.5646 2020-07-27 10:21:43,814 - mmaction - INFO - Epoch [27][2780/3757] lr: 1.000e-02, eta: 6 days, 6:23:14, time: 2.047, data_time: 0.007, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7461, loss_cls: 2.1573, loss: 2.1573, grad_norm: 5.6778 2020-07-27 10:22:24,472 - mmaction - INFO - Epoch [27][2800/3757] lr: 1.000e-02, eta: 6 days, 6:22:39, time: 2.041, data_time: 0.012, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7609, loss_cls: 2.0362, loss: 2.0362, grad_norm: 5.3860 2020-07-27 10:23:00,139 - mmaction - INFO - Epoch [27][2820/3757] lr: 1.000e-02, eta: 6 days, 6:21:49, time: 1.780, data_time: 0.007, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7141, loss_cls: 2.2593, loss: 2.2593, grad_norm: 5.5855 2020-07-27 10:23:39,141 - mmaction - INFO - Epoch [27][2840/3757] lr: 1.000e-02, eta: 6 days, 6:21:09, time: 1.954, data_time: 0.064, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7508, loss_cls: 2.1610, loss: 2.1610, grad_norm: 5.6096 2020-07-27 10:24:21,321 - mmaction - INFO - Epoch [27][2860/3757] lr: 1.000e-02, eta: 6 days, 6:20:37, time: 2.102, data_time: 0.485, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7383, loss_cls: 2.1779, loss: 2.1779, grad_norm: 5.7202 2020-07-27 10:25:00,037 - mmaction - INFO - Epoch [27][2880/3757] lr: 1.000e-02, eta: 6 days, 6:19:56, time: 1.938, data_time: 0.662, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7812, loss_cls: 2.0372, loss: 2.0372, grad_norm: 5.6075 2020-07-27 10:25:39,726 - mmaction - INFO - Epoch [27][2900/3757] lr: 1.000e-02, eta: 6 days, 6:19:18, time: 1.985, data_time: 0.027, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7469, loss_cls: 2.1042, loss: 2.1042, grad_norm: 5.5295 2020-07-27 10:26:17,466 - mmaction - INFO - Epoch [27][2920/3757] lr: 1.000e-02, eta: 6 days, 6:18:34, time: 1.889, data_time: 0.009, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7469, loss_cls: 2.0826, loss: 2.0826, grad_norm: 5.5336 2020-07-27 10:26:53,176 - mmaction - INFO - Epoch [27][2940/3757] lr: 1.000e-02, eta: 6 days, 6:17:45, time: 1.783, data_time: 0.008, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7539, loss_cls: 2.1415, loss: 2.1415, grad_norm: 5.6992 2020-07-27 10:27:31,935 - mmaction - INFO - Epoch [27][2960/3757] lr: 1.000e-02, eta: 6 days, 6:17:04, time: 1.942, data_time: 0.006, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7297, loss_cls: 2.1830, loss: 2.1830, grad_norm: 5.4678 2020-07-27 10:28:10,244 - mmaction - INFO - Epoch [27][2980/3757] lr: 1.000e-02, eta: 6 days, 6:16:22, time: 1.912, data_time: 0.008, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7453, loss_cls: 2.0972, loss: 2.0972, grad_norm: 5.4908 2020-07-27 10:28:49,668 - mmaction - INFO - Epoch [27][3000/3757] lr: 1.000e-02, eta: 6 days, 6:15:43, time: 1.974, data_time: 0.009, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7383, loss_cls: 2.1438, loss: 2.1438, grad_norm: 5.6257 2020-07-27 10:29:30,957 - mmaction - INFO - Epoch [27][3020/3757] lr: 1.000e-02, eta: 6 days, 6:15:09, time: 2.060, data_time: 0.009, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7492, loss_cls: 2.1183, loss: 2.1183, grad_norm: 5.7430 2020-07-27 10:30:10,710 - mmaction - INFO - Epoch [27][3040/3757] lr: 1.000e-02, eta: 6 days, 6:14:31, time: 1.993, data_time: 0.009, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7516, loss_cls: 2.1658, loss: 2.1658, grad_norm: 5.7066 2020-07-27 10:30:47,614 - mmaction - INFO - Epoch [27][3060/3757] lr: 1.000e-02, eta: 6 days, 6:13:44, time: 1.841, data_time: 0.090, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7375, loss_cls: 2.1637, loss: 2.1637, grad_norm: 5.6024 2020-07-27 10:31:29,068 - mmaction - INFO - Epoch [27][3080/3757] lr: 1.000e-02, eta: 6 days, 6:13:11, time: 2.069, data_time: 0.306, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7414, loss_cls: 2.1532, loss: 2.1532, grad_norm: 5.4763 2020-07-27 10:32:06,000 - mmaction - INFO - Epoch [27][3100/3757] lr: 1.000e-02, eta: 6 days, 6:12:25, time: 1.845, data_time: 1.180, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7430, loss_cls: 2.1111, loss: 2.1111, grad_norm: 5.5137 2020-07-27 10:32:48,271 - mmaction - INFO - Epoch [27][3120/3757] lr: 1.000e-02, eta: 6 days, 6:11:54, time: 2.121, data_time: 0.919, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7648, loss_cls: 1.9902, loss: 1.9902, grad_norm: 5.2504 2020-07-27 10:33:23,795 - mmaction - INFO - Epoch [27][3140/3757] lr: 1.000e-02, eta: 6 days, 6:11:04, time: 1.775, data_time: 0.572, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7562, loss_cls: 2.0816, loss: 2.0816, grad_norm: 5.4557 2020-07-27 10:34:01,691 - mmaction - INFO - Epoch [27][3160/3757] lr: 1.000e-02, eta: 6 days, 6:10:21, time: 1.896, data_time: 0.470, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7344, loss_cls: 2.1533, loss: 2.1533, grad_norm: 5.5189 2020-07-27 10:34:41,577 - mmaction - INFO - Epoch [27][3180/3757] lr: 1.000e-02, eta: 6 days, 6:09:43, time: 1.997, data_time: 0.246, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7414, loss_cls: 2.1266, loss: 2.1266, grad_norm: 5.6496 2020-07-27 10:35:18,644 - mmaction - INFO - Epoch [27][3200/3757] lr: 1.000e-02, eta: 6 days, 6:08:57, time: 1.850, data_time: 0.043, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7586, loss_cls: 2.0504, loss: 2.0504, grad_norm: 5.6236 2020-07-27 10:35:58,828 - mmaction - INFO - Epoch [27][3220/3757] lr: 1.000e-02, eta: 6 days, 6:08:20, time: 2.012, data_time: 0.009, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7539, loss_cls: 2.1299, loss: 2.1299, grad_norm: 5.6253 2020-07-27 10:36:37,604 - mmaction - INFO - Epoch [27][3240/3757] lr: 1.000e-02, eta: 6 days, 6:07:39, time: 1.930, data_time: 0.096, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7703, loss_cls: 2.0041, loss: 2.0041, grad_norm: 5.6138 2020-07-27 10:37:19,707 - mmaction - INFO - Epoch [27][3260/3757] lr: 1.000e-02, eta: 6 days, 6:07:08, time: 2.114, data_time: 0.092, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7555, loss_cls: 2.0485, loss: 2.0485, grad_norm: 5.5012 2020-07-27 10:37:57,597 - mmaction - INFO - Epoch [27][3280/3757] lr: 1.000e-02, eta: 6 days, 6:06:24, time: 1.894, data_time: 0.008, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7500, loss_cls: 2.1448, loss: 2.1448, grad_norm: 5.6461 2020-07-27 10:38:35,185 - mmaction - INFO - Epoch [27][3300/3757] lr: 1.000e-02, eta: 6 days, 6:05:40, time: 1.877, data_time: 0.009, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7617, loss_cls: 2.1223, loss: 2.1223, grad_norm: 5.6882 2020-07-27 10:39:11,008 - mmaction - INFO - Epoch [27][3320/3757] lr: 1.000e-02, eta: 6 days, 6:04:51, time: 1.795, data_time: 0.009, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7523, loss_cls: 2.0876, loss: 2.0876, grad_norm: 5.4366 2020-07-27 10:39:49,381 - mmaction - INFO - Epoch [27][3340/3757] lr: 1.000e-02, eta: 6 days, 6:04:09, time: 1.917, data_time: 0.117, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7508, loss_cls: 2.0944, loss: 2.0944, grad_norm: 5.5204 2020-07-27 10:40:28,841 - mmaction - INFO - Epoch [27][3360/3757] lr: 1.000e-02, eta: 6 days, 6:03:30, time: 1.965, data_time: 0.004, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7430, loss_cls: 2.1242, loss: 2.1242, grad_norm: 5.5676 2020-07-27 10:41:08,251 - mmaction - INFO - Epoch [27][3380/3757] lr: 1.000e-02, eta: 6 days, 6:02:51, time: 1.980, data_time: 0.012, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7367, loss_cls: 2.1509, loss: 2.1509, grad_norm: 5.5783 2020-07-27 10:41:48,061 - mmaction - INFO - Epoch [27][3400/3757] lr: 1.000e-02, eta: 6 days, 6:02:13, time: 1.983, data_time: 0.009, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7602, loss_cls: 2.0029, loss: 2.0029, grad_norm: 5.5668 2020-07-27 10:42:27,400 - mmaction - INFO - Epoch [27][3420/3757] lr: 1.000e-02, eta: 6 days, 6:01:34, time: 1.966, data_time: 0.011, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7320, loss_cls: 2.1530, loss: 2.1530, grad_norm: 5.5152 2020-07-27 10:43:06,400 - mmaction - INFO - Epoch [27][3440/3757] lr: 1.000e-02, eta: 6 days, 6:00:53, time: 1.951, data_time: 0.011, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7492, loss_cls: 2.1416, loss: 2.1416, grad_norm: 5.6874 2020-07-27 10:43:45,510 - mmaction - INFO - Epoch [27][3460/3757] lr: 1.000e-02, eta: 6 days, 6:00:14, time: 1.963, data_time: 0.010, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7516, loss_cls: 2.0744, loss: 2.0744, grad_norm: 5.5318 2020-07-27 10:44:25,499 - mmaction - INFO - Epoch [27][3480/3757] lr: 1.000e-02, eta: 6 days, 5:59:36, time: 1.997, data_time: 0.008, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7375, loss_cls: 2.1705, loss: 2.1705, grad_norm: 5.4997 2020-07-27 10:45:06,496 - mmaction - INFO - Epoch [27][3500/3757] lr: 1.000e-02, eta: 6 days, 5:59:01, time: 2.051, data_time: 0.005, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7586, loss_cls: 2.0724, loss: 2.0724, grad_norm: 5.4698 2020-07-27 10:45:42,015 - mmaction - INFO - Epoch [27][3520/3757] lr: 1.000e-02, eta: 6 days, 5:58:12, time: 1.775, data_time: 0.004, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7445, loss_cls: 2.1747, loss: 2.1747, grad_norm: 5.5296 2020-07-27 10:46:17,170 - mmaction - INFO - Epoch [27][3540/3757] lr: 1.000e-02, eta: 6 days, 5:57:21, time: 1.756, data_time: 0.011, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7461, loss_cls: 2.1301, loss: 2.1301, grad_norm: 5.6622 2020-07-27 10:46:58,604 - mmaction - INFO - Epoch [27][3560/3757] lr: 1.000e-02, eta: 6 days, 5:56:47, time: 2.075, data_time: 0.007, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7383, loss_cls: 2.1163, loss: 2.1163, grad_norm: 5.7455 2020-07-27 10:47:39,340 - mmaction - INFO - Epoch [27][3580/3757] lr: 1.000e-02, eta: 6 days, 5:56:12, time: 2.034, data_time: 0.008, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7602, loss_cls: 2.0950, loss: 2.0950, grad_norm: 5.5584 2020-07-27 10:48:18,271 - mmaction - INFO - Epoch [27][3600/3757] lr: 1.000e-02, eta: 6 days, 5:55:31, time: 1.949, data_time: 0.014, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7438, loss_cls: 2.1441, loss: 2.1441, grad_norm: 5.6162 2020-07-27 10:48:59,031 - mmaction - INFO - Epoch [27][3620/3757] lr: 1.000e-02, eta: 6 days, 5:54:56, time: 2.036, data_time: 0.008, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7555, loss_cls: 2.1342, loss: 2.1342, grad_norm: 5.5352 2020-07-27 10:49:35,454 - mmaction - INFO - Epoch [27][3640/3757] lr: 1.000e-02, eta: 6 days, 5:54:09, time: 1.824, data_time: 0.008, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7516, loss_cls: 2.0706, loss: 2.0706, grad_norm: 5.4893 2020-07-27 10:50:15,617 - mmaction - INFO - Epoch [27][3660/3757] lr: 1.000e-02, eta: 6 days, 5:53:31, time: 2.000, data_time: 0.011, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7523, loss_cls: 2.0868, loss: 2.0868, grad_norm: 5.4592 2020-07-27 10:50:55,064 - mmaction - INFO - Epoch [27][3680/3757] lr: 1.000e-02, eta: 6 days, 5:52:53, time: 1.981, data_time: 0.200, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7695, loss_cls: 2.1034, loss: 2.1034, grad_norm: 5.7258 2020-07-27 10:51:34,812 - mmaction - INFO - Epoch [27][3700/3757] lr: 1.000e-02, eta: 6 days, 5:52:14, time: 1.986, data_time: 0.008, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7508, loss_cls: 2.1391, loss: 2.1391, grad_norm: 5.4589 2020-07-27 10:52:13,895 - mmaction - INFO - Epoch [27][3720/3757] lr: 1.000e-02, eta: 6 days, 5:51:34, time: 1.956, data_time: 0.042, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7461, loss_cls: 2.1344, loss: 2.1344, grad_norm: 5.6241 2020-07-27 10:52:52,616 - mmaction - INFO - Epoch [27][3740/3757] lr: 1.000e-02, eta: 6 days, 5:50:53, time: 1.926, data_time: 0.206, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7672, loss_cls: 2.0335, loss: 2.0335, grad_norm: 5.4559 2020-07-27 10:53:17,218 - mmaction - INFO - Saving checkpoint at 27 epochs 2020-07-27 10:54:13,926 - mmaction - INFO - Epoch [28][20/3757] lr: 1.000e-02, eta: 6 days, 5:48:53, time: 2.763, data_time: 1.752, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7500, loss_cls: 2.0976, loss: 2.0976, grad_norm: 5.5167 2020-07-27 10:54:54,632 - mmaction - INFO - Epoch [28][40/3757] lr: 1.000e-02, eta: 6 days, 5:48:17, time: 2.036, data_time: 1.187, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7422, loss_cls: 2.1295, loss: 2.1295, grad_norm: 5.4942 2020-07-27 10:55:35,414 - mmaction - INFO - Epoch [28][60/3757] lr: 1.000e-02, eta: 6 days, 5:47:41, time: 2.027, data_time: 1.006, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.1003, loss: 2.1003, grad_norm: 5.5752 2020-07-27 10:56:12,300 - mmaction - INFO - Epoch [28][80/3757] lr: 1.000e-02, eta: 6 days, 5:46:55, time: 1.848, data_time: 0.187, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7383, loss_cls: 2.1001, loss: 2.1001, grad_norm: 5.6019 2020-07-27 10:56:54,034 - mmaction - INFO - Epoch [28][100/3757] lr: 1.000e-02, eta: 6 days, 5:46:23, time: 2.093, data_time: 0.010, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7539, loss_cls: 2.0974, loss: 2.0974, grad_norm: 5.7884 2020-07-27 10:57:30,398 - mmaction - INFO - Epoch [28][120/3757] lr: 1.000e-02, eta: 6 days, 5:45:35, time: 1.812, data_time: 0.011, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7703, loss_cls: 1.9909, loss: 1.9909, grad_norm: 5.6704 2020-07-27 10:58:08,447 - mmaction - INFO - Epoch [28][140/3757] lr: 1.000e-02, eta: 6 days, 5:44:52, time: 1.904, data_time: 0.026, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7500, loss_cls: 2.0864, loss: 2.0864, grad_norm: 5.6702 2020-07-27 10:58:47,100 - mmaction - INFO - Epoch [28][160/3757] lr: 1.000e-02, eta: 6 days, 5:44:11, time: 1.930, data_time: 0.015, memory: 5170, top1_acc: 0.5539, top5_acc: 0.7711, loss_cls: 1.9571, loss: 1.9571, grad_norm: 5.3820 2020-07-27 10:59:26,045 - mmaction - INFO - Epoch [28][180/3757] lr: 1.000e-02, eta: 6 days, 5:43:31, time: 1.954, data_time: 0.011, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7633, loss_cls: 2.0724, loss: 2.0724, grad_norm: 5.7289 2020-07-27 11:00:04,199 - mmaction - INFO - Epoch [28][200/3757] lr: 1.000e-02, eta: 6 days, 5:42:49, time: 1.909, data_time: 0.686, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7539, loss_cls: 2.0524, loss: 2.0524, grad_norm: 5.6649 2020-07-27 11:00:44,292 - mmaction - INFO - Epoch [28][220/3757] lr: 1.000e-02, eta: 6 days, 5:42:10, time: 1.987, data_time: 0.396, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7242, loss_cls: 2.1895, loss: 2.1895, grad_norm: 5.6998 2020-07-27 11:01:24,008 - mmaction - INFO - Epoch [28][240/3757] lr: 1.000e-02, eta: 6 days, 5:41:33, time: 2.004, data_time: 0.217, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7648, loss_cls: 2.0193, loss: 2.0193, grad_norm: 5.4527 2020-07-27 11:02:03,667 - mmaction - INFO - Epoch [28][260/3757] lr: 1.000e-02, eta: 6 days, 5:40:54, time: 1.974, data_time: 0.028, memory: 5170, top1_acc: 0.4789, top5_acc: 0.7453, loss_cls: 2.1697, loss: 2.1697, grad_norm: 5.7309 2020-07-27 11:02:45,569 - mmaction - INFO - Epoch [28][280/3757] lr: 1.000e-02, eta: 6 days, 5:40:22, time: 2.095, data_time: 0.772, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7555, loss_cls: 2.1320, loss: 2.1320, grad_norm: 5.7686 2020-07-27 11:03:23,775 - mmaction - INFO - Epoch [28][300/3757] lr: 1.000e-02, eta: 6 days, 5:39:40, time: 1.918, data_time: 1.015, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7750, loss_cls: 1.9859, loss: 1.9859, grad_norm: 5.3767 2020-07-27 11:04:02,239 - mmaction - INFO - Epoch [28][320/3757] lr: 1.000e-02, eta: 6 days, 5:38:58, time: 1.916, data_time: 1.207, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7383, loss_cls: 2.1290, loss: 2.1290, grad_norm: 5.5122 2020-07-27 11:04:42,124 - mmaction - INFO - Epoch [28][340/3757] lr: 1.000e-02, eta: 6 days, 5:38:20, time: 2.003, data_time: 0.175, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7469, loss_cls: 2.0991, loss: 2.0991, grad_norm: 5.5015 2020-07-27 11:05:21,254 - mmaction - INFO - Epoch [28][360/3757] lr: 1.000e-02, eta: 6 days, 5:37:40, time: 1.953, data_time: 0.013, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7430, loss_cls: 2.2075, loss: 2.2075, grad_norm: 5.6485 2020-07-27 11:06:00,679 - mmaction - INFO - Epoch [28][380/3757] lr: 1.000e-02, eta: 6 days, 5:37:01, time: 1.974, data_time: 0.006, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7617, loss_cls: 2.0335, loss: 2.0335, grad_norm: 5.4008 2020-07-27 11:06:39,082 - mmaction - INFO - Epoch [28][400/3757] lr: 1.000e-02, eta: 6 days, 5:36:19, time: 1.913, data_time: 0.544, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7711, loss_cls: 1.9747, loss: 1.9747, grad_norm: 5.4384 2020-07-27 11:07:17,204 - mmaction - INFO - Epoch [28][420/3757] lr: 1.000e-02, eta: 6 days, 5:35:37, time: 1.911, data_time: 1.210, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7406, loss_cls: 2.1679, loss: 2.1679, grad_norm: 5.6712 2020-07-27 11:07:55,447 - mmaction - INFO - Epoch [28][440/3757] lr: 1.000e-02, eta: 6 days, 5:34:54, time: 1.905, data_time: 1.257, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7547, loss_cls: 2.1118, loss: 2.1118, grad_norm: 5.5667 2020-07-27 11:08:32,998 - mmaction - INFO - Epoch [28][460/3757] lr: 1.000e-02, eta: 6 days, 5:34:11, time: 1.886, data_time: 0.513, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7844, loss_cls: 1.9822, loss: 1.9822, grad_norm: 5.5402 2020-07-27 11:09:13,256 - mmaction - INFO - Epoch [28][480/3757] lr: 1.000e-02, eta: 6 days, 5:33:33, time: 2.007, data_time: 0.131, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7516, loss_cls: 2.0783, loss: 2.0783, grad_norm: 5.5618 2020-07-27 11:09:52,857 - mmaction - INFO - Epoch [28][500/3757] lr: 1.000e-02, eta: 6 days, 5:32:55, time: 1.984, data_time: 0.010, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7656, loss_cls: 2.0039, loss: 2.0039, grad_norm: 5.3881 2020-07-27 11:10:35,335 - mmaction - INFO - Epoch [28][520/3757] lr: 1.000e-02, eta: 6 days, 5:32:24, time: 2.123, data_time: 0.036, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7570, loss_cls: 2.1025, loss: 2.1025, grad_norm: 5.5961 2020-07-27 11:11:11,314 - mmaction - INFO - Epoch [28][540/3757] lr: 1.000e-02, eta: 6 days, 5:31:36, time: 1.803, data_time: 0.008, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7398, loss_cls: 2.0845, loss: 2.0845, grad_norm: 5.5416 2020-07-27 11:11:51,022 - mmaction - INFO - Epoch [28][560/3757] lr: 1.000e-02, eta: 6 days, 5:30:57, time: 1.984, data_time: 0.002, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7508, loss_cls: 2.0470, loss: 2.0470, grad_norm: 5.4375 2020-07-27 11:12:28,781 - mmaction - INFO - Epoch [28][580/3757] lr: 1.000e-02, eta: 6 days, 5:30:14, time: 1.888, data_time: 0.004, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7453, loss_cls: 2.1067, loss: 2.1067, grad_norm: 5.4563 2020-07-27 11:13:08,865 - mmaction - INFO - Epoch [28][600/3757] lr: 1.000e-02, eta: 6 days, 5:29:36, time: 1.997, data_time: 0.004, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7492, loss_cls: 2.0158, loss: 2.0158, grad_norm: 5.6740 2020-07-27 11:13:46,079 - mmaction - INFO - Epoch [28][620/3757] lr: 1.000e-02, eta: 6 days, 5:28:52, time: 1.865, data_time: 0.026, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7586, loss_cls: 2.0719, loss: 2.0719, grad_norm: 5.5675 2020-07-27 11:14:24,574 - mmaction - INFO - Epoch [28][640/3757] lr: 1.000e-02, eta: 6 days, 5:28:10, time: 1.924, data_time: 0.013, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7883, loss_cls: 1.9827, loss: 1.9827, grad_norm: 5.5938 2020-07-27 11:15:05,664 - mmaction - INFO - Epoch [28][660/3757] lr: 1.000e-02, eta: 6 days, 5:27:36, time: 2.059, data_time: 0.125, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7492, loss_cls: 2.1000, loss: 2.1000, grad_norm: 5.7352 2020-07-27 11:15:41,368 - mmaction - INFO - Epoch [28][680/3757] lr: 1.000e-02, eta: 6 days, 5:26:46, time: 1.781, data_time: 0.023, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7727, loss_cls: 2.0454, loss: 2.0454, grad_norm: 5.5892 2020-07-27 11:16:22,135 - mmaction - INFO - Epoch [28][700/3757] lr: 1.000e-02, eta: 6 days, 5:26:11, time: 2.035, data_time: 0.009, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7516, loss_cls: 2.0630, loss: 2.0630, grad_norm: 5.4738 2020-07-27 11:16:59,770 - mmaction - INFO - Epoch [28][720/3757] lr: 1.000e-02, eta: 6 days, 5:25:27, time: 1.890, data_time: 0.010, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7484, loss_cls: 2.1283, loss: 2.1283, grad_norm: 5.7284 2020-07-27 11:17:39,983 - mmaction - INFO - Epoch [28][740/3757] lr: 1.000e-02, eta: 6 days, 5:24:50, time: 2.003, data_time: 0.022, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7414, loss_cls: 2.1945, loss: 2.1945, grad_norm: 5.8862 2020-07-27 11:18:17,855 - mmaction - INFO - Epoch [28][760/3757] lr: 1.000e-02, eta: 6 days, 5:24:07, time: 1.901, data_time: 0.158, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7398, loss_cls: 2.1508, loss: 2.1508, grad_norm: 5.7065 2020-07-27 11:18:58,598 - mmaction - INFO - Epoch [28][780/3757] lr: 1.000e-02, eta: 6 days, 5:23:31, time: 2.037, data_time: 0.034, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7453, loss_cls: 2.0771, loss: 2.0771, grad_norm: 5.4987 2020-07-27 11:19:38,842 - mmaction - INFO - Epoch [28][800/3757] lr: 1.000e-02, eta: 6 days, 5:22:54, time: 2.005, data_time: 0.003, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7531, loss_cls: 2.1134, loss: 2.1134, grad_norm: 5.6382 2020-07-27 11:20:16,570 - mmaction - INFO - Epoch [28][820/3757] lr: 1.000e-02, eta: 6 days, 5:22:11, time: 1.888, data_time: 0.010, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7602, loss_cls: 2.0872, loss: 2.0872, grad_norm: 5.7349 2020-07-27 11:20:56,516 - mmaction - INFO - Epoch [28][840/3757] lr: 1.000e-02, eta: 6 days, 5:21:33, time: 2.001, data_time: 0.019, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7578, loss_cls: 2.1245, loss: 2.1245, grad_norm: 5.6674 2020-07-27 11:21:35,345 - mmaction - INFO - Epoch [28][860/3757] lr: 1.000e-02, eta: 6 days, 5:20:52, time: 1.938, data_time: 0.015, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7492, loss_cls: 2.1158, loss: 2.1158, grad_norm: 5.5982 2020-07-27 11:22:10,729 - mmaction - INFO - Epoch [28][880/3757] lr: 1.000e-02, eta: 6 days, 5:20:03, time: 1.774, data_time: 0.011, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7656, loss_cls: 2.1104, loss: 2.1104, grad_norm: 5.6103 2020-07-27 11:22:50,115 - mmaction - INFO - Epoch [28][900/3757] lr: 1.000e-02, eta: 6 days, 5:19:23, time: 1.965, data_time: 0.195, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7555, loss_cls: 2.0600, loss: 2.0600, grad_norm: 5.5761 2020-07-27 11:23:27,475 - mmaction - INFO - Epoch [28][920/3757] lr: 1.000e-02, eta: 6 days, 5:18:38, time: 1.865, data_time: 0.152, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7578, loss_cls: 2.1021, loss: 2.1021, grad_norm: 5.6373 2020-07-27 11:24:10,936 - mmaction - INFO - Epoch [28][940/3757] lr: 1.000e-02, eta: 6 days, 5:18:10, time: 2.179, data_time: 0.010, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7516, loss_cls: 2.0921, loss: 2.0921, grad_norm: 5.7437 2020-07-27 11:24:47,662 - mmaction - INFO - Epoch [28][960/3757] lr: 1.000e-02, eta: 6 days, 5:17:24, time: 1.836, data_time: 0.003, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7633, loss_cls: 2.0278, loss: 2.0278, grad_norm: 5.6128 2020-07-27 11:25:28,776 - mmaction - INFO - Epoch [28][980/3757] lr: 1.000e-02, eta: 6 days, 5:16:50, time: 2.057, data_time: 0.010, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7523, loss_cls: 2.1529, loss: 2.1529, grad_norm: 5.7478 2020-07-27 11:26:08,856 - mmaction - INFO - Epoch [28][1000/3757] lr: 1.000e-02, eta: 6 days, 5:16:12, time: 2.004, data_time: 0.002, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7438, loss_cls: 2.0604, loss: 2.0604, grad_norm: 5.5837 2020-07-27 11:26:45,901 - mmaction - INFO - Epoch [28][1020/3757] lr: 1.000e-02, eta: 6 days, 5:15:27, time: 1.853, data_time: 0.008, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7414, loss_cls: 2.1778, loss: 2.1778, grad_norm: 5.8343 2020-07-27 11:27:27,984 - mmaction - INFO - Epoch [28][1040/3757] lr: 1.000e-02, eta: 6 days, 5:14:55, time: 2.102, data_time: 0.023, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7492, loss_cls: 2.0996, loss: 2.0996, grad_norm: 5.7826 2020-07-27 11:28:05,442 - mmaction - INFO - Epoch [28][1060/3757] lr: 1.000e-02, eta: 6 days, 5:14:11, time: 1.874, data_time: 0.008, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7375, loss_cls: 2.1356, loss: 2.1356, grad_norm: 5.7941 2020-07-27 11:28:43,564 - mmaction - INFO - Epoch [28][1080/3757] lr: 1.000e-02, eta: 6 days, 5:13:28, time: 1.905, data_time: 0.004, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7508, loss_cls: 2.1258, loss: 2.1258, grad_norm: 5.6196 2020-07-27 11:29:20,227 - mmaction - INFO - Epoch [28][1100/3757] lr: 1.000e-02, eta: 6 days, 5:12:41, time: 1.832, data_time: 0.011, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7688, loss_cls: 1.9712, loss: 1.9712, grad_norm: 5.6093 2020-07-27 11:29:57,661 - mmaction - INFO - Epoch [28][1120/3757] lr: 1.000e-02, eta: 6 days, 5:11:57, time: 1.867, data_time: 0.009, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7492, loss_cls: 2.0494, loss: 2.0494, grad_norm: 5.6833 2020-07-27 11:30:35,600 - mmaction - INFO - Epoch [28][1140/3757] lr: 1.000e-02, eta: 6 days, 5:11:14, time: 1.906, data_time: 0.011, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7547, loss_cls: 2.0575, loss: 2.0575, grad_norm: 5.6173 2020-07-27 11:31:16,083 - mmaction - INFO - Epoch [28][1160/3757] lr: 1.000e-02, eta: 6 days, 5:10:38, time: 2.017, data_time: 0.276, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7625, loss_cls: 2.0618, loss: 2.0618, grad_norm: 5.4154 2020-07-27 11:31:57,235 - mmaction - INFO - Epoch [28][1180/3757] lr: 1.000e-02, eta: 6 days, 5:10:03, time: 2.061, data_time: 0.096, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7523, loss_cls: 2.0454, loss: 2.0454, grad_norm: 5.4388 2020-07-27 11:32:33,459 - mmaction - INFO - Epoch [28][1200/3757] lr: 1.000e-02, eta: 6 days, 5:09:16, time: 1.809, data_time: 0.011, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7664, loss_cls: 2.0114, loss: 2.0114, grad_norm: 5.5040 2020-07-27 11:33:12,754 - mmaction - INFO - Epoch [28][1220/3757] lr: 1.000e-02, eta: 6 days, 5:08:36, time: 1.964, data_time: 0.012, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7547, loss_cls: 2.1186, loss: 2.1186, grad_norm: 5.9148 2020-07-27 11:33:47,978 - mmaction - INFO - Epoch [28][1240/3757] lr: 1.000e-02, eta: 6 days, 5:07:46, time: 1.768, data_time: 0.010, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7523, loss_cls: 2.1621, loss: 2.1621, grad_norm: 5.9537 2020-07-27 11:34:27,255 - mmaction - INFO - Epoch [28][1260/3757] lr: 1.000e-02, eta: 6 days, 5:07:06, time: 1.955, data_time: 0.448, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7438, loss_cls: 2.0806, loss: 2.0806, grad_norm: 5.6166 2020-07-27 11:35:08,754 - mmaction - INFO - Epoch [28][1280/3757] lr: 1.000e-02, eta: 6 days, 5:06:33, time: 2.083, data_time: 0.459, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7789, loss_cls: 1.9857, loss: 1.9857, grad_norm: 5.5750 2020-07-27 11:35:45,666 - mmaction - INFO - Epoch [28][1300/3757] lr: 1.000e-02, eta: 6 days, 5:05:47, time: 1.839, data_time: 0.183, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7430, loss_cls: 2.1213, loss: 2.1213, grad_norm: 5.6300 2020-07-27 11:36:26,413 - mmaction - INFO - Epoch [28][1320/3757] lr: 1.000e-02, eta: 6 days, 5:05:12, time: 2.044, data_time: 0.034, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7492, loss_cls: 2.0867, loss: 2.0867, grad_norm: 5.6194 2020-07-27 11:37:04,795 - mmaction - INFO - Epoch [28][1340/3757] lr: 1.000e-02, eta: 6 days, 5:04:30, time: 1.911, data_time: 0.431, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7531, loss_cls: 2.0537, loss: 2.0537, grad_norm: 5.5351 2020-07-27 11:37:41,785 - mmaction - INFO - Epoch [28][1360/3757] lr: 1.000e-02, eta: 6 days, 5:03:44, time: 1.857, data_time: 0.011, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7531, loss_cls: 2.0742, loss: 2.0742, grad_norm: 5.6947 2020-07-27 11:38:20,421 - mmaction - INFO - Epoch [28][1380/3757] lr: 1.000e-02, eta: 6 days, 5:03:03, time: 1.928, data_time: 0.578, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7586, loss_cls: 2.0499, loss: 2.0499, grad_norm: 5.4557 2020-07-27 11:38:58,981 - mmaction - INFO - Epoch [28][1400/3757] lr: 1.000e-02, eta: 6 days, 5:02:22, time: 1.929, data_time: 1.365, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7625, loss_cls: 2.0822, loss: 2.0822, grad_norm: 5.6363 2020-07-27 11:39:37,102 - mmaction - INFO - Epoch [28][1420/3757] lr: 1.000e-02, eta: 6 days, 5:01:39, time: 1.902, data_time: 1.230, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7688, loss_cls: 2.0467, loss: 2.0467, grad_norm: 5.5905 2020-07-27 11:40:17,683 - mmaction - INFO - Epoch [28][1440/3757] lr: 1.000e-02, eta: 6 days, 5:01:03, time: 2.029, data_time: 0.622, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7609, loss_cls: 2.0453, loss: 2.0453, grad_norm: 5.6665 2020-07-27 11:40:54,703 - mmaction - INFO - Epoch [28][1460/3757] lr: 1.000e-02, eta: 6 days, 5:00:18, time: 1.859, data_time: 0.195, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7672, loss_cls: 1.9548, loss: 1.9548, grad_norm: 5.4645 2020-07-27 11:41:35,044 - mmaction - INFO - Epoch [28][1480/3757] lr: 1.000e-02, eta: 6 days, 4:59:41, time: 2.009, data_time: 0.115, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7438, loss_cls: 2.1553, loss: 2.1553, grad_norm: 5.7990 2020-07-27 11:42:15,067 - mmaction - INFO - Epoch [28][1500/3757] lr: 1.000e-02, eta: 6 days, 4:59:04, time: 2.007, data_time: 0.177, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7539, loss_cls: 2.1021, loss: 2.1021, grad_norm: 5.5571 2020-07-27 11:42:54,903 - mmaction - INFO - Epoch [28][1520/3757] lr: 1.000e-02, eta: 6 days, 4:58:26, time: 1.989, data_time: 0.228, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7562, loss_cls: 2.0927, loss: 2.0927, grad_norm: 5.5855 2020-07-27 11:43:38,087 - mmaction - INFO - Epoch [28][1540/3757] lr: 1.000e-02, eta: 6 days, 4:57:56, time: 2.158, data_time: 0.010, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7422, loss_cls: 2.1216, loss: 2.1216, grad_norm: 5.6051 2020-07-27 11:44:16,749 - mmaction - INFO - Epoch [28][1560/3757] lr: 1.000e-02, eta: 6 days, 4:57:16, time: 1.936, data_time: 0.009, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7562, loss_cls: 2.0215, loss: 2.0215, grad_norm: 5.4587 2020-07-27 11:44:52,068 - mmaction - INFO - Epoch [28][1580/3757] lr: 1.000e-02, eta: 6 days, 4:56:26, time: 1.769, data_time: 0.081, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7672, loss_cls: 2.0324, loss: 2.0324, grad_norm: 5.4066 2020-07-27 11:45:30,246 - mmaction - INFO - Epoch [28][1600/3757] lr: 1.000e-02, eta: 6 days, 4:55:43, time: 1.901, data_time: 0.115, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7680, loss_cls: 2.0129, loss: 2.0129, grad_norm: 5.3710 2020-07-27 11:46:09,674 - mmaction - INFO - Epoch [28][1620/3757] lr: 1.000e-02, eta: 6 days, 4:55:04, time: 1.978, data_time: 0.011, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7312, loss_cls: 2.1334, loss: 2.1334, grad_norm: 5.7263 2020-07-27 11:46:48,247 - mmaction - INFO - Epoch [28][1640/3757] lr: 1.000e-02, eta: 6 days, 4:54:23, time: 1.927, data_time: 0.009, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7547, loss_cls: 2.0481, loss: 2.0481, grad_norm: 5.4141 2020-07-27 11:47:26,646 - mmaction - INFO - Epoch [28][1660/3757] lr: 1.000e-02, eta: 6 days, 4:53:41, time: 1.922, data_time: 0.006, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7492, loss_cls: 2.1228, loss: 2.1228, grad_norm: 5.6466 2020-07-27 11:48:06,778 - mmaction - INFO - Epoch [28][1680/3757] lr: 1.000e-02, eta: 6 days, 4:53:04, time: 2.000, data_time: 0.047, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7617, loss_cls: 2.0076, loss: 2.0076, grad_norm: 5.6014 2020-07-27 11:48:44,757 - mmaction - INFO - Epoch [28][1700/3757] lr: 1.000e-02, eta: 6 days, 4:52:21, time: 1.905, data_time: 0.009, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7609, loss_cls: 2.0334, loss: 2.0334, grad_norm: 5.5154 2020-07-27 11:49:23,785 - mmaction - INFO - Epoch [28][1720/3757] lr: 1.000e-02, eta: 6 days, 4:51:41, time: 1.943, data_time: 0.017, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7641, loss_cls: 2.0225, loss: 2.0225, grad_norm: 5.5839 2020-07-27 11:50:00,961 - mmaction - INFO - Epoch [28][1740/3757] lr: 1.000e-02, eta: 6 days, 4:50:56, time: 1.867, data_time: 0.274, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7578, loss_cls: 2.0575, loss: 2.0575, grad_norm: 5.5168 2020-07-27 11:50:40,325 - mmaction - INFO - Epoch [28][1760/3757] lr: 1.000e-02, eta: 6 days, 4:50:16, time: 1.962, data_time: 0.009, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7445, loss_cls: 2.0898, loss: 2.0898, grad_norm: 5.5327 2020-07-27 11:51:19,830 - mmaction - INFO - Epoch [28][1780/3757] lr: 1.000e-02, eta: 6 days, 4:49:38, time: 1.981, data_time: 0.009, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7508, loss_cls: 2.1171, loss: 2.1171, grad_norm: 5.7193 2020-07-27 11:51:57,781 - mmaction - INFO - Epoch [28][1800/3757] lr: 1.000e-02, eta: 6 days, 4:48:55, time: 1.891, data_time: 0.284, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7578, loss_cls: 2.0835, loss: 2.0835, grad_norm: 5.6555 2020-07-27 11:52:36,884 - mmaction - INFO - Epoch [28][1820/3757] lr: 1.000e-02, eta: 6 days, 4:48:15, time: 1.963, data_time: 0.053, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7438, loss_cls: 2.1157, loss: 2.1157, grad_norm: 5.6757 2020-07-27 11:53:18,800 - mmaction - INFO - Epoch [28][1840/3757] lr: 1.000e-02, eta: 6 days, 4:47:43, time: 2.095, data_time: 0.081, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7547, loss_cls: 2.1119, loss: 2.1119, grad_norm: 5.7221 2020-07-27 11:53:59,282 - mmaction - INFO - Epoch [28][1860/3757] lr: 1.000e-02, eta: 6 days, 4:47:06, time: 2.025, data_time: 0.007, memory: 5170, top1_acc: 0.4828, top5_acc: 0.7430, loss_cls: 2.1933, loss: 2.1933, grad_norm: 5.6740 2020-07-27 11:54:39,920 - mmaction - INFO - Epoch [28][1880/3757] lr: 1.000e-02, eta: 6 days, 4:46:30, time: 2.027, data_time: 0.007, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7680, loss_cls: 2.0266, loss: 2.0266, grad_norm: 5.5778 2020-07-27 11:55:16,353 - mmaction - INFO - Epoch [28][1900/3757] lr: 1.000e-02, eta: 6 days, 4:45:43, time: 1.824, data_time: 0.009, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7656, loss_cls: 2.0664, loss: 2.0664, grad_norm: 5.5858 2020-07-27 11:55:49,588 - mmaction - INFO - Epoch [28][1920/3757] lr: 1.000e-02, eta: 6 days, 4:44:48, time: 1.664, data_time: 0.653, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7562, loss_cls: 2.0348, loss: 2.0348, grad_norm: 5.5148 2020-07-27 11:56:28,650 - mmaction - INFO - Epoch [28][1940/3757] lr: 1.000e-02, eta: 6 days, 4:44:08, time: 1.953, data_time: 0.661, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7461, loss_cls: 2.0998, loss: 2.0998, grad_norm: 5.6504 2020-07-27 11:57:09,191 - mmaction - INFO - Epoch [28][1960/3757] lr: 1.000e-02, eta: 6 days, 4:43:32, time: 2.022, data_time: 0.135, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7758, loss_cls: 1.9829, loss: 1.9829, grad_norm: 5.4978 2020-07-27 11:57:50,467 - mmaction - INFO - Epoch [28][1980/3757] lr: 1.000e-02, eta: 6 days, 4:42:58, time: 2.069, data_time: 0.010, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7570, loss_cls: 2.0848, loss: 2.0848, grad_norm: 5.5773 2020-07-27 11:58:30,843 - mmaction - INFO - Epoch [28][2000/3757] lr: 1.000e-02, eta: 6 days, 4:42:21, time: 2.018, data_time: 0.021, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7461, loss_cls: 2.1070, loss: 2.1070, grad_norm: 5.7522 2020-07-27 11:59:11,436 - mmaction - INFO - Epoch [28][2020/3757] lr: 1.000e-02, eta: 6 days, 4:41:45, time: 2.023, data_time: 0.007, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7586, loss_cls: 1.9956, loss: 1.9956, grad_norm: 5.3908 2020-07-27 11:59:48,866 - mmaction - INFO - Epoch [28][2040/3757] lr: 1.000e-02, eta: 6 days, 4:41:01, time: 1.878, data_time: 0.016, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7406, loss_cls: 2.1338, loss: 2.1338, grad_norm: 5.5890 2020-07-27 12:00:23,856 - mmaction - INFO - Epoch [28][2060/3757] lr: 1.000e-02, eta: 6 days, 4:40:09, time: 1.733, data_time: 0.095, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7398, loss_cls: 2.1557, loss: 2.1557, grad_norm: 5.6137 2020-07-27 12:01:06,874 - mmaction - INFO - Epoch [28][2080/3757] lr: 1.000e-02, eta: 6 days, 4:39:40, time: 2.166, data_time: 0.378, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7523, loss_cls: 2.0875, loss: 2.0875, grad_norm: 5.5953 2020-07-27 12:01:45,872 - mmaction - INFO - Epoch [28][2100/3757] lr: 1.000e-02, eta: 6 days, 4:39:00, time: 1.952, data_time: 0.010, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7742, loss_cls: 2.0465, loss: 2.0465, grad_norm: 5.6718 2020-07-27 12:02:23,033 - mmaction - INFO - Epoch [28][2120/3757] lr: 1.000e-02, eta: 6 days, 4:38:15, time: 1.857, data_time: 0.007, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7570, loss_cls: 2.0730, loss: 2.0730, grad_norm: 5.4849 2020-07-27 12:03:03,253 - mmaction - INFO - Epoch [28][2140/3757] lr: 1.000e-02, eta: 6 days, 4:37:38, time: 2.004, data_time: 0.003, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7516, loss_cls: 2.0968, loss: 2.0968, grad_norm: 5.5563 2020-07-27 12:03:44,756 - mmaction - INFO - Epoch [28][2160/3757] lr: 1.000e-02, eta: 6 days, 4:37:05, time: 2.083, data_time: 0.011, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7641, loss_cls: 2.1026, loss: 2.1026, grad_norm: 5.6768 2020-07-27 12:04:20,752 - mmaction - INFO - Epoch [28][2180/3757] lr: 1.000e-02, eta: 6 days, 4:36:17, time: 1.801, data_time: 0.008, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7617, loss_cls: 2.0919, loss: 2.0919, grad_norm: 5.5459 2020-07-27 12:05:00,631 - mmaction - INFO - Epoch [28][2200/3757] lr: 1.000e-02, eta: 6 days, 4:35:39, time: 1.994, data_time: 0.003, memory: 5170, top1_acc: 0.4727, top5_acc: 0.7508, loss_cls: 2.2145, loss: 2.2145, grad_norm: 5.6926 2020-07-27 12:05:41,216 - mmaction - INFO - Epoch [28][2220/3757] lr: 1.000e-02, eta: 6 days, 4:35:03, time: 2.029, data_time: 0.014, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7562, loss_cls: 2.1259, loss: 2.1259, grad_norm: 5.6397 2020-07-27 12:06:20,113 - mmaction - INFO - Epoch [28][2240/3757] lr: 1.000e-02, eta: 6 days, 4:34:22, time: 1.944, data_time: 0.005, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7727, loss_cls: 1.9930, loss: 1.9930, grad_norm: 5.4745 2020-07-27 12:06:59,148 - mmaction - INFO - Epoch [28][2260/3757] lr: 1.000e-02, eta: 6 days, 4:33:42, time: 1.950, data_time: 0.019, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7539, loss_cls: 2.0722, loss: 2.0722, grad_norm: 5.5303 2020-07-27 12:07:39,287 - mmaction - INFO - Epoch [28][2280/3757] lr: 1.000e-02, eta: 6 days, 4:33:05, time: 2.011, data_time: 0.007, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7727, loss_cls: 2.0133, loss: 2.0133, grad_norm: 5.4384 2020-07-27 12:08:15,098 - mmaction - INFO - Epoch [28][2300/3757] lr: 1.000e-02, eta: 6 days, 4:32:17, time: 1.791, data_time: 0.008, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7508, loss_cls: 2.1288, loss: 2.1288, grad_norm: 5.6836 2020-07-27 12:08:57,018 - mmaction - INFO - Epoch [28][2320/3757] lr: 1.000e-02, eta: 6 days, 4:31:44, time: 2.096, data_time: 0.002, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7406, loss_cls: 2.1273, loss: 2.1273, grad_norm: 5.6942 2020-07-27 12:09:31,522 - mmaction - INFO - Epoch [28][2340/3757] lr: 1.000e-02, eta: 6 days, 4:30:52, time: 1.723, data_time: 0.006, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7227, loss_cls: 2.2252, loss: 2.2252, grad_norm: 5.6535 2020-07-27 12:10:13,757 - mmaction - INFO - Epoch [28][2360/3757] lr: 1.000e-02, eta: 6 days, 4:30:20, time: 2.109, data_time: 0.231, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7219, loss_cls: 2.1720, loss: 2.1720, grad_norm: 5.5008 2020-07-27 12:10:50,010 - mmaction - INFO - Epoch [28][2380/3757] lr: 1.000e-02, eta: 6 days, 4:29:33, time: 1.817, data_time: 0.150, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7539, loss_cls: 2.1163, loss: 2.1163, grad_norm: 5.5712 2020-07-27 12:11:27,178 - mmaction - INFO - Epoch [28][2400/3757] lr: 1.000e-02, eta: 6 days, 4:28:48, time: 1.852, data_time: 0.195, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7289, loss_cls: 2.2387, loss: 2.2387, grad_norm: 5.8095 2020-07-27 12:12:06,641 - mmaction - INFO - Epoch [28][2420/3757] lr: 1.000e-02, eta: 6 days, 4:28:09, time: 1.976, data_time: 0.020, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7508, loss_cls: 2.0789, loss: 2.0789, grad_norm: 5.4961 2020-07-27 12:12:46,213 - mmaction - INFO - Epoch [28][2440/3757] lr: 1.000e-02, eta: 6 days, 4:27:30, time: 1.982, data_time: 0.006, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7617, loss_cls: 1.9919, loss: 1.9919, grad_norm: 5.4876 2020-07-27 12:13:24,295 - mmaction - INFO - Epoch [28][2460/3757] lr: 1.000e-02, eta: 6 days, 4:26:48, time: 1.903, data_time: 0.008, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7469, loss_cls: 2.1734, loss: 2.1734, grad_norm: 5.5871 2020-07-27 12:14:06,795 - mmaction - INFO - Epoch [28][2480/3757] lr: 1.000e-02, eta: 6 days, 4:26:17, time: 2.124, data_time: 0.016, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7273, loss_cls: 2.1432, loss: 2.1432, grad_norm: 5.6472 2020-07-27 12:14:41,463 - mmaction - INFO - Epoch [28][2500/3757] lr: 1.000e-02, eta: 6 days, 4:25:25, time: 1.734, data_time: 0.004, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7555, loss_cls: 2.0454, loss: 2.0454, grad_norm: 5.4836 2020-07-27 12:15:24,261 - mmaction - INFO - Epoch [28][2520/3757] lr: 1.000e-02, eta: 6 days, 4:24:55, time: 2.137, data_time: 0.227, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7492, loss_cls: 2.1038, loss: 2.1038, grad_norm: 5.4064 2020-07-27 12:16:02,641 - mmaction - INFO - Epoch [28][2540/3757] lr: 1.000e-02, eta: 6 days, 4:24:13, time: 1.924, data_time: 0.025, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7586, loss_cls: 2.0511, loss: 2.0511, grad_norm: 5.5618 2020-07-27 12:16:41,134 - mmaction - INFO - Epoch [28][2560/3757] lr: 1.000e-02, eta: 6 days, 4:23:32, time: 1.920, data_time: 0.219, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7578, loss_cls: 2.1283, loss: 2.1283, grad_norm: 5.8140 2020-07-27 12:17:22,246 - mmaction - INFO - Epoch [28][2580/3757] lr: 1.000e-02, eta: 6 days, 4:22:57, time: 2.060, data_time: 0.009, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7695, loss_cls: 1.9814, loss: 1.9814, grad_norm: 5.5001 2020-07-27 12:18:02,593 - mmaction - INFO - Epoch [28][2600/3757] lr: 1.000e-02, eta: 6 days, 4:22:20, time: 2.015, data_time: 0.009, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7367, loss_cls: 2.2037, loss: 2.2037, grad_norm: 5.8004 2020-07-27 12:18:42,293 - mmaction - INFO - Epoch [28][2620/3757] lr: 1.000e-02, eta: 6 days, 4:21:42, time: 1.988, data_time: 0.006, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7484, loss_cls: 2.1059, loss: 2.1059, grad_norm: 5.5947 2020-07-27 12:19:19,302 - mmaction - INFO - Epoch [28][2640/3757] lr: 1.000e-02, eta: 6 days, 4:20:56, time: 1.845, data_time: 0.006, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7562, loss_cls: 2.1343, loss: 2.1343, grad_norm: 5.5177 2020-07-27 12:19:56,838 - mmaction - INFO - Epoch [28][2660/3757] lr: 1.000e-02, eta: 6 days, 4:20:13, time: 1.882, data_time: 0.457, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7391, loss_cls: 2.0750, loss: 2.0750, grad_norm: 5.6400 2020-07-27 12:20:36,007 - mmaction - INFO - Epoch [28][2680/3757] lr: 1.000e-02, eta: 6 days, 4:19:33, time: 1.958, data_time: 0.365, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7383, loss_cls: 2.1711, loss: 2.1711, grad_norm: 5.5504 2020-07-27 12:21:14,066 - mmaction - INFO - Epoch [28][2700/3757] lr: 1.000e-02, eta: 6 days, 4:18:50, time: 1.894, data_time: 0.009, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7422, loss_cls: 2.1098, loss: 2.1098, grad_norm: 5.6442 2020-07-27 12:21:53,561 - mmaction - INFO - Epoch [28][2720/3757] lr: 1.000e-02, eta: 6 days, 4:18:11, time: 1.982, data_time: 0.083, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7414, loss_cls: 2.1881, loss: 2.1881, grad_norm: 5.7384 2020-07-27 12:22:29,150 - mmaction - INFO - Epoch [28][2740/3757] lr: 1.000e-02, eta: 6 days, 4:17:22, time: 1.774, data_time: 0.640, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7656, loss_cls: 2.0673, loss: 2.0673, grad_norm: 5.5134 2020-07-27 12:23:07,844 - mmaction - INFO - Epoch [28][2760/3757] lr: 1.000e-02, eta: 6 days, 4:16:41, time: 1.942, data_time: 0.939, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7562, loss_cls: 1.9916, loss: 1.9916, grad_norm: 5.5158 2020-07-27 12:23:47,788 - mmaction - INFO - Epoch [28][2780/3757] lr: 1.000e-02, eta: 6 days, 4:16:04, time: 1.996, data_time: 0.125, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7648, loss_cls: 2.0131, loss: 2.0131, grad_norm: 5.4952 2020-07-27 12:24:26,813 - mmaction - INFO - Epoch [28][2800/3757] lr: 1.000e-02, eta: 6 days, 4:15:23, time: 1.945, data_time: 0.004, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7461, loss_cls: 2.1323, loss: 2.1323, grad_norm: 5.6753 2020-07-27 12:25:07,512 - mmaction - INFO - Epoch [28][2820/3757] lr: 1.000e-02, eta: 6 days, 4:14:48, time: 2.042, data_time: 0.124, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7484, loss_cls: 2.1328, loss: 2.1328, grad_norm: 5.4342 2020-07-27 12:25:46,087 - mmaction - INFO - Epoch [28][2840/3757] lr: 1.000e-02, eta: 6 days, 4:14:07, time: 1.928, data_time: 0.119, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7664, loss_cls: 2.0497, loss: 2.0497, grad_norm: 5.4912 2020-07-27 12:26:26,910 - mmaction - INFO - Epoch [28][2860/3757] lr: 1.000e-02, eta: 6 days, 4:13:31, time: 2.039, data_time: 0.026, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7391, loss_cls: 2.1400, loss: 2.1400, grad_norm: 5.6668 2020-07-27 12:27:05,339 - mmaction - INFO - Epoch [28][2880/3757] lr: 1.000e-02, eta: 6 days, 4:12:50, time: 1.923, data_time: 0.006, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7484, loss_cls: 2.1341, loss: 2.1341, grad_norm: 5.6999 2020-07-27 12:27:45,396 - mmaction - INFO - Epoch [28][2900/3757] lr: 1.000e-02, eta: 6 days, 4:12:12, time: 2.001, data_time: 0.010, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7500, loss_cls: 2.1508, loss: 2.1508, grad_norm: 5.6612 2020-07-27 12:28:23,848 - mmaction - INFO - Epoch [28][2920/3757] lr: 1.000e-02, eta: 6 days, 4:11:31, time: 1.927, data_time: 0.015, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7414, loss_cls: 2.0950, loss: 2.0950, grad_norm: 5.5241 2020-07-27 12:29:04,604 - mmaction - INFO - Epoch [28][2940/3757] lr: 1.000e-02, eta: 6 days, 4:10:55, time: 2.038, data_time: 0.002, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7555, loss_cls: 2.1241, loss: 2.1241, grad_norm: 5.5083 2020-07-27 12:29:45,145 - mmaction - INFO - Epoch [28][2960/3757] lr: 1.000e-02, eta: 6 days, 4:10:19, time: 2.026, data_time: 0.006, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7430, loss_cls: 2.1813, loss: 2.1813, grad_norm: 5.6735 2020-07-27 12:30:22,019 - mmaction - INFO - Epoch [28][2980/3757] lr: 1.000e-02, eta: 6 days, 4:09:33, time: 1.835, data_time: 0.002, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7648, loss_cls: 1.9723, loss: 1.9723, grad_norm: 5.3159 2020-07-27 12:31:01,317 - mmaction - INFO - Epoch [28][3000/3757] lr: 1.000e-02, eta: 6 days, 4:08:54, time: 1.970, data_time: 0.012, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7414, loss_cls: 2.1019, loss: 2.1019, grad_norm: 5.6809 2020-07-27 12:31:37,356 - mmaction - INFO - Epoch [28][3020/3757] lr: 1.000e-02, eta: 6 days, 4:08:06, time: 1.803, data_time: 0.088, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7602, loss_cls: 2.0358, loss: 2.0358, grad_norm: 5.4370 2020-07-27 12:32:16,082 - mmaction - INFO - Epoch [28][3040/3757] lr: 1.000e-02, eta: 6 days, 4:07:25, time: 1.936, data_time: 0.089, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7648, loss_cls: 2.0552, loss: 2.0552, grad_norm: 5.4929 2020-07-27 12:32:54,904 - mmaction - INFO - Epoch [28][3060/3757] lr: 1.000e-02, eta: 6 days, 4:06:44, time: 1.938, data_time: 0.008, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7547, loss_cls: 2.0549, loss: 2.0549, grad_norm: 5.3850 2020-07-27 12:33:37,531 - mmaction - INFO - Epoch [28][3080/3757] lr: 1.000e-02, eta: 6 days, 4:06:14, time: 2.135, data_time: 0.009, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7539, loss_cls: 2.1068, loss: 2.1068, grad_norm: 5.4783 2020-07-27 12:34:15,414 - mmaction - INFO - Epoch [28][3100/3757] lr: 1.000e-02, eta: 6 days, 4:05:31, time: 1.894, data_time: 0.014, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7383, loss_cls: 2.1665, loss: 2.1665, grad_norm: 5.7143 2020-07-27 12:34:55,729 - mmaction - INFO - Epoch [28][3120/3757] lr: 1.000e-02, eta: 6 days, 4:04:54, time: 2.018, data_time: 0.028, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7555, loss_cls: 2.0731, loss: 2.0731, grad_norm: 5.5041 2020-07-27 12:35:32,714 - mmaction - INFO - Epoch [28][3140/3757] lr: 1.000e-02, eta: 6 days, 4:04:08, time: 1.848, data_time: 0.003, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7477, loss_cls: 2.1501, loss: 2.1501, grad_norm: 5.4901 2020-07-27 12:36:13,159 - mmaction - INFO - Epoch [28][3160/3757] lr: 1.000e-02, eta: 6 days, 4:03:32, time: 2.022, data_time: 0.252, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7711, loss_cls: 2.0595, loss: 2.0595, grad_norm: 5.5687 2020-07-27 12:36:54,403 - mmaction - INFO - Epoch [28][3180/3757] lr: 1.000e-02, eta: 6 days, 4:02:57, time: 2.057, data_time: 0.407, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7773, loss_cls: 2.0170, loss: 2.0170, grad_norm: 5.4886 2020-07-27 12:37:32,338 - mmaction - INFO - Epoch [28][3200/3757] lr: 1.000e-02, eta: 6 days, 4:02:15, time: 1.902, data_time: 0.127, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7328, loss_cls: 2.1712, loss: 2.1712, grad_norm: 5.6411 2020-07-27 12:38:09,923 - mmaction - INFO - Epoch [28][3220/3757] lr: 1.000e-02, eta: 6 days, 4:01:31, time: 1.880, data_time: 0.037, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7414, loss_cls: 2.0828, loss: 2.0828, grad_norm: 5.5435 2020-07-27 12:38:49,781 - mmaction - INFO - Epoch [28][3240/3757] lr: 1.000e-02, eta: 6 days, 4:00:53, time: 1.987, data_time: 0.011, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7461, loss_cls: 2.1844, loss: 2.1844, grad_norm: 5.6647 2020-07-27 12:39:26,467 - mmaction - INFO - Epoch [28][3260/3757] lr: 1.000e-02, eta: 6 days, 4:00:07, time: 1.839, data_time: 0.011, memory: 5170, top1_acc: 0.4734, top5_acc: 0.7141, loss_cls: 2.2773, loss: 2.2773, grad_norm: 5.7884 2020-07-27 12:40:09,469 - mmaction - INFO - Epoch [28][3280/3757] lr: 1.000e-02, eta: 6 days, 3:59:37, time: 2.149, data_time: 0.163, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7578, loss_cls: 2.0621, loss: 2.0621, grad_norm: 5.5804 2020-07-27 12:40:46,743 - mmaction - INFO - Epoch [28][3300/3757] lr: 1.000e-02, eta: 6 days, 3:58:52, time: 1.863, data_time: 0.005, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7641, loss_cls: 2.0775, loss: 2.0775, grad_norm: 5.4494 2020-07-27 12:41:27,464 - mmaction - INFO - Epoch [28][3320/3757] lr: 1.000e-02, eta: 6 days, 3:58:16, time: 2.032, data_time: 0.011, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7508, loss_cls: 2.0604, loss: 2.0604, grad_norm: 5.3953 2020-07-27 12:42:02,965 - mmaction - INFO - Epoch [28][3340/3757] lr: 1.000e-02, eta: 6 days, 3:57:28, time: 1.782, data_time: 0.010, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7492, loss_cls: 2.1588, loss: 2.1588, grad_norm: 5.5532 2020-07-27 12:42:41,578 - mmaction - INFO - Epoch [28][3360/3757] lr: 1.000e-02, eta: 6 days, 3:56:46, time: 1.927, data_time: 0.007, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7461, loss_cls: 2.0905, loss: 2.0905, grad_norm: 5.6696 2020-07-27 12:43:20,062 - mmaction - INFO - Epoch [28][3380/3757] lr: 1.000e-02, eta: 6 days, 3:56:05, time: 1.928, data_time: 0.008, memory: 5170, top1_acc: 0.4711, top5_acc: 0.7508, loss_cls: 2.1655, loss: 2.1655, grad_norm: 5.8261 2020-07-27 12:43:59,333 - mmaction - INFO - Epoch [28][3400/3757] lr: 1.000e-02, eta: 6 days, 3:55:26, time: 1.963, data_time: 0.004, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7625, loss_cls: 2.0445, loss: 2.0445, grad_norm: 5.4813 2020-07-27 12:44:35,090 - mmaction - INFO - Epoch [28][3420/3757] lr: 1.000e-02, eta: 6 days, 3:54:37, time: 1.785, data_time: 0.008, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7461, loss_cls: 2.0856, loss: 2.0856, grad_norm: 5.6620 2020-07-27 12:45:17,306 - mmaction - INFO - Epoch [28][3440/3757] lr: 1.000e-02, eta: 6 days, 3:54:05, time: 2.107, data_time: 0.008, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7500, loss_cls: 2.0815, loss: 2.0815, grad_norm: 5.5755 2020-07-27 12:45:55,249 - mmaction - INFO - Epoch [28][3460/3757] lr: 1.000e-02, eta: 6 days, 3:53:22, time: 1.903, data_time: 0.010, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7609, loss_cls: 2.0344, loss: 2.0344, grad_norm: 5.5175 2020-07-27 12:46:33,500 - mmaction - INFO - Epoch [28][3480/3757] lr: 1.000e-02, eta: 6 days, 3:52:40, time: 1.911, data_time: 0.003, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7562, loss_cls: 2.0549, loss: 2.0549, grad_norm: 5.4621 2020-07-27 12:47:13,819 - mmaction - INFO - Epoch [28][3500/3757] lr: 1.000e-02, eta: 6 days, 3:52:03, time: 2.012, data_time: 0.011, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7477, loss_cls: 2.0944, loss: 2.0944, grad_norm: 5.5865 2020-07-27 12:47:54,759 - mmaction - INFO - Epoch [28][3520/3757] lr: 1.000e-02, eta: 6 days, 3:51:28, time: 2.053, data_time: 0.010, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7422, loss_cls: 2.0709, loss: 2.0709, grad_norm: 5.4692 2020-07-27 12:48:35,818 - mmaction - INFO - Epoch [28][3540/3757] lr: 1.000e-02, eta: 6 days, 3:50:53, time: 2.044, data_time: 0.009, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7469, loss_cls: 2.0828, loss: 2.0828, grad_norm: 5.4422 2020-07-27 12:49:10,782 - mmaction - INFO - Epoch [28][3560/3757] lr: 1.000e-02, eta: 6 days, 3:50:03, time: 1.754, data_time: 0.209, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7578, loss_cls: 2.1613, loss: 2.1613, grad_norm: 5.7817 2020-07-27 12:49:51,117 - mmaction - INFO - Epoch [28][3580/3757] lr: 1.000e-02, eta: 6 days, 3:49:26, time: 2.020, data_time: 0.398, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7656, loss_cls: 2.1131, loss: 2.1131, grad_norm: 5.6732 2020-07-27 12:50:27,177 - mmaction - INFO - Epoch [28][3600/3757] lr: 1.000e-02, eta: 6 days, 3:48:38, time: 1.797, data_time: 0.003, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7531, loss_cls: 2.1208, loss: 2.1208, grad_norm: 5.5865 2020-07-27 12:51:08,918 - mmaction - INFO - Epoch [28][3620/3757] lr: 1.000e-02, eta: 6 days, 3:48:05, time: 2.089, data_time: 0.018, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7539, loss_cls: 2.0585, loss: 2.0585, grad_norm: 5.5087 2020-07-27 12:51:44,766 - mmaction - INFO - Epoch [28][3640/3757] lr: 1.000e-02, eta: 6 days, 3:47:17, time: 1.798, data_time: 0.011, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7586, loss_cls: 2.0196, loss: 2.0196, grad_norm: 5.2529 2020-07-27 12:52:25,230 - mmaction - INFO - Epoch [28][3660/3757] lr: 1.000e-02, eta: 6 days, 3:46:40, time: 2.016, data_time: 0.007, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7461, loss_cls: 2.1029, loss: 2.1029, grad_norm: 5.5183 2020-07-27 12:53:06,126 - mmaction - INFO - Epoch [28][3680/3757] lr: 1.000e-02, eta: 6 days, 3:46:05, time: 2.051, data_time: 0.010, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7609, loss_cls: 2.0679, loss: 2.0679, grad_norm: 5.7133 2020-07-27 12:53:45,240 - mmaction - INFO - Epoch [28][3700/3757] lr: 1.000e-02, eta: 6 days, 3:45:26, time: 1.955, data_time: 0.004, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7656, loss_cls: 2.0532, loss: 2.0532, grad_norm: 5.6109 2020-07-27 12:54:25,059 - mmaction - INFO - Epoch [28][3720/3757] lr: 1.000e-02, eta: 6 days, 3:44:47, time: 1.985, data_time: 0.005, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7414, loss_cls: 2.1418, loss: 2.1418, grad_norm: 5.5519 2020-07-27 12:54:59,987 - mmaction - INFO - Epoch [28][3740/3757] lr: 1.000e-02, eta: 6 days, 3:43:57, time: 1.754, data_time: 0.011, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7547, loss_cls: 2.0640, loss: 2.0640, grad_norm: 5.6393 2020-07-27 12:55:25,721 - mmaction - INFO - Saving checkpoint at 28 epochs 2020-07-27 12:56:19,076 - mmaction - INFO - Epoch [29][20/3757] lr: 1.000e-02, eta: 6 days, 3:41:49, time: 2.561, data_time: 1.316, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7641, loss_cls: 2.0139, loss: 2.0139, grad_norm: 5.5485 2020-07-27 12:56:57,872 - mmaction - INFO - Epoch [29][40/3757] lr: 1.000e-02, eta: 6 days, 3:41:08, time: 1.936, data_time: 0.030, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7711, loss_cls: 1.9781, loss: 1.9781, grad_norm: 5.4354 2020-07-27 12:57:38,336 - mmaction - INFO - Epoch [29][60/3757] lr: 1.000e-02, eta: 6 days, 3:40:32, time: 2.027, data_time: 0.012, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7625, loss_cls: 2.0186, loss: 2.0186, grad_norm: 5.5664 2020-07-27 12:58:16,419 - mmaction - INFO - Epoch [29][80/3757] lr: 1.000e-02, eta: 6 days, 3:39:49, time: 1.900, data_time: 0.008, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7734, loss_cls: 1.9829, loss: 1.9829, grad_norm: 5.4955 2020-07-27 12:58:56,946 - mmaction - INFO - Epoch [29][100/3757] lr: 1.000e-02, eta: 6 days, 3:39:13, time: 2.027, data_time: 0.011, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7594, loss_cls: 2.0333, loss: 2.0333, grad_norm: 5.5131 2020-07-27 12:59:36,867 - mmaction - INFO - Epoch [29][120/3757] lr: 1.000e-02, eta: 6 days, 3:38:36, time: 2.003, data_time: 0.011, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7812, loss_cls: 1.9809, loss: 1.9809, grad_norm: 5.4582 2020-07-27 13:00:15,462 - mmaction - INFO - Epoch [29][140/3757] lr: 1.000e-02, eta: 6 days, 3:37:54, time: 1.921, data_time: 0.510, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7578, loss_cls: 2.0758, loss: 2.0758, grad_norm: 5.6577 2020-07-27 13:00:54,485 - mmaction - INFO - Epoch [29][160/3757] lr: 1.000e-02, eta: 6 days, 3:37:14, time: 1.948, data_time: 0.158, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7500, loss_cls: 2.0935, loss: 2.0935, grad_norm: 5.6658 2020-07-27 13:01:36,184 - mmaction - INFO - Epoch [29][180/3757] lr: 1.000e-02, eta: 6 days, 3:36:41, time: 2.094, data_time: 0.365, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7734, loss_cls: 2.0022, loss: 2.0022, grad_norm: 5.6341 2020-07-27 13:02:13,391 - mmaction - INFO - Epoch [29][200/3757] lr: 1.000e-02, eta: 6 days, 3:35:57, time: 1.862, data_time: 0.064, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7609, loss_cls: 2.0688, loss: 2.0688, grad_norm: 5.6832 2020-07-27 13:02:53,733 - mmaction - INFO - Epoch [29][220/3757] lr: 1.000e-02, eta: 6 days, 3:35:20, time: 2.016, data_time: 0.033, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7641, loss_cls: 2.0200, loss: 2.0200, grad_norm: 5.5472 2020-07-27 13:03:31,749 - mmaction - INFO - Epoch [29][240/3757] lr: 1.000e-02, eta: 6 days, 3:34:37, time: 1.902, data_time: 0.085, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7703, loss_cls: 1.9831, loss: 1.9831, grad_norm: 5.4869 2020-07-27 13:04:10,414 - mmaction - INFO - Epoch [29][260/3757] lr: 1.000e-02, eta: 6 days, 3:33:56, time: 1.933, data_time: 0.336, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7484, loss_cls: 2.1457, loss: 2.1457, grad_norm: 5.7823 2020-07-27 13:04:51,422 - mmaction - INFO - Epoch [29][280/3757] lr: 1.000e-02, eta: 6 days, 3:33:21, time: 2.046, data_time: 0.040, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7414, loss_cls: 2.1112, loss: 2.1112, grad_norm: 5.6686 2020-07-27 13:05:29,984 - mmaction - INFO - Epoch [29][300/3757] lr: 1.000e-02, eta: 6 days, 3:32:40, time: 1.927, data_time: 0.009, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7547, loss_cls: 2.0163, loss: 2.0163, grad_norm: 5.5123 2020-07-27 13:06:08,738 - mmaction - INFO - Epoch [29][320/3757] lr: 1.000e-02, eta: 6 days, 3:31:59, time: 1.939, data_time: 0.010, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7523, loss_cls: 2.0618, loss: 2.0618, grad_norm: 5.7072 2020-07-27 13:06:48,622 - mmaction - INFO - Epoch [29][340/3757] lr: 1.000e-02, eta: 6 days, 3:31:21, time: 1.996, data_time: 0.009, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7711, loss_cls: 2.0384, loss: 2.0384, grad_norm: 5.6652 2020-07-27 13:07:28,970 - mmaction - INFO - Epoch [29][360/3757] lr: 1.000e-02, eta: 6 days, 3:30:44, time: 2.013, data_time: 0.010, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7609, loss_cls: 2.0573, loss: 2.0573, grad_norm: 5.5355 2020-07-27 13:08:06,986 - mmaction - INFO - Epoch [29][380/3757] lr: 1.000e-02, eta: 6 days, 3:30:02, time: 1.905, data_time: 0.010, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7352, loss_cls: 2.1998, loss: 2.1998, grad_norm: 5.7282 2020-07-27 13:08:45,482 - mmaction - INFO - Epoch [29][400/3757] lr: 1.000e-02, eta: 6 days, 3:29:20, time: 1.920, data_time: 0.010, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7578, loss_cls: 2.0609, loss: 2.0609, grad_norm: 5.6554 2020-07-27 13:09:25,476 - mmaction - INFO - Epoch [29][420/3757] lr: 1.000e-02, eta: 6 days, 3:28:43, time: 2.004, data_time: 0.011, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7734, loss_cls: 2.0256, loss: 2.0256, grad_norm: 5.5711 2020-07-27 13:10:04,211 - mmaction - INFO - Epoch [29][440/3757] lr: 1.000e-02, eta: 6 days, 3:28:02, time: 1.938, data_time: 0.007, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7711, loss_cls: 2.0033, loss: 2.0033, grad_norm: 5.4297 2020-07-27 13:10:43,949 - mmaction - INFO - Epoch [29][460/3757] lr: 1.000e-02, eta: 6 days, 3:27:24, time: 1.983, data_time: 0.005, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7539, loss_cls: 2.0687, loss: 2.0687, grad_norm: 5.5560 2020-07-27 13:11:20,996 - mmaction - INFO - Epoch [29][480/3757] lr: 1.000e-02, eta: 6 days, 3:26:39, time: 1.858, data_time: 0.014, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7523, loss_cls: 2.0464, loss: 2.0464, grad_norm: 5.4309 2020-07-27 13:11:58,492 - mmaction - INFO - Epoch [29][500/3757] lr: 1.000e-02, eta: 6 days, 3:25:55, time: 1.873, data_time: 0.058, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.1415, loss: 2.1415, grad_norm: 5.6092 2020-07-27 13:12:38,125 - mmaction - INFO - Epoch [29][520/3757] lr: 1.000e-02, eta: 6 days, 3:25:16, time: 1.983, data_time: 0.198, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7672, loss_cls: 2.0845, loss: 2.0845, grad_norm: 5.7042 2020-07-27 13:13:14,981 - mmaction - INFO - Epoch [29][540/3757] lr: 1.000e-02, eta: 6 days, 3:24:31, time: 1.841, data_time: 0.481, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7477, loss_cls: 2.0297, loss: 2.0297, grad_norm: 5.4683 2020-07-27 13:13:53,743 - mmaction - INFO - Epoch [29][560/3757] lr: 1.000e-02, eta: 6 days, 3:23:50, time: 1.941, data_time: 0.382, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7930, loss_cls: 1.9112, loss: 1.9112, grad_norm: 5.4871 2020-07-27 13:14:32,887 - mmaction - INFO - Epoch [29][580/3757] lr: 1.000e-02, eta: 6 days, 3:23:10, time: 1.950, data_time: 0.859, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7414, loss_cls: 2.1467, loss: 2.1467, grad_norm: 5.6373 2020-07-27 13:15:12,630 - mmaction - INFO - Epoch [29][600/3757] lr: 1.000e-02, eta: 6 days, 3:22:32, time: 1.990, data_time: 0.363, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7453, loss_cls: 2.1173, loss: 2.1173, grad_norm: 5.4544 2020-07-27 13:15:53,641 - mmaction - INFO - Epoch [29][620/3757] lr: 1.000e-02, eta: 6 days, 3:21:57, time: 2.054, data_time: 0.197, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7727, loss_cls: 2.0509, loss: 2.0509, grad_norm: 5.5589 2020-07-27 13:16:33,357 - mmaction - INFO - Epoch [29][640/3757] lr: 1.000e-02, eta: 6 days, 3:21:18, time: 1.978, data_time: 0.090, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7453, loss_cls: 2.0701, loss: 2.0701, grad_norm: 5.7251 2020-07-27 13:17:08,752 - mmaction - INFO - Epoch [29][660/3757] lr: 1.000e-02, eta: 6 days, 3:20:29, time: 1.775, data_time: 0.201, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7711, loss_cls: 2.0636, loss: 2.0636, grad_norm: 5.5499 2020-07-27 13:17:50,540 - mmaction - INFO - Epoch [29][680/3757] lr: 1.000e-02, eta: 6 days, 3:19:56, time: 2.090, data_time: 0.054, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7727, loss_cls: 2.0622, loss: 2.0622, grad_norm: 5.6761 2020-07-27 13:18:29,516 - mmaction - INFO - Epoch [29][700/3757] lr: 1.000e-02, eta: 6 days, 3:19:16, time: 1.946, data_time: 0.095, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7609, loss_cls: 2.0991, loss: 2.0991, grad_norm: 5.6267 2020-07-27 13:19:05,474 - mmaction - INFO - Epoch [29][720/3757] lr: 1.000e-02, eta: 6 days, 3:18:28, time: 1.800, data_time: 0.210, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7391, loss_cls: 2.1417, loss: 2.1417, grad_norm: 5.6818 2020-07-27 13:19:47,697 - mmaction - INFO - Epoch [29][740/3757] lr: 1.000e-02, eta: 6 days, 3:17:57, time: 2.112, data_time: 0.031, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7531, loss_cls: 2.1177, loss: 2.1177, grad_norm: 5.6342 2020-07-27 13:20:23,467 - mmaction - INFO - Epoch [29][760/3757] lr: 1.000e-02, eta: 6 days, 3:17:08, time: 1.781, data_time: 0.008, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7461, loss_cls: 2.0726, loss: 2.0726, grad_norm: 5.4061 2020-07-27 13:21:00,601 - mmaction - INFO - Epoch [29][780/3757] lr: 1.000e-02, eta: 6 days, 3:16:23, time: 1.867, data_time: 0.129, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7484, loss_cls: 2.0959, loss: 2.0959, grad_norm: 5.4860 2020-07-27 13:21:39,920 - mmaction - INFO - Epoch [29][800/3757] lr: 1.000e-02, eta: 6 days, 3:15:44, time: 1.965, data_time: 1.145, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7734, loss_cls: 1.9779, loss: 1.9779, grad_norm: 5.4963 2020-07-27 13:22:17,034 - mmaction - INFO - Epoch [29][820/3757] lr: 1.000e-02, eta: 6 days, 3:14:59, time: 1.850, data_time: 0.505, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7602, loss_cls: 2.0069, loss: 2.0069, grad_norm: 5.5305 2020-07-27 13:22:57,509 - mmaction - INFO - Epoch [29][840/3757] lr: 1.000e-02, eta: 6 days, 3:14:22, time: 2.021, data_time: 0.927, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7375, loss_cls: 2.1723, loss: 2.1723, grad_norm: 5.8581 2020-07-27 13:23:35,157 - mmaction - INFO - Epoch [29][860/3757] lr: 1.000e-02, eta: 6 days, 3:13:39, time: 1.890, data_time: 0.347, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7477, loss_cls: 2.1021, loss: 2.1021, grad_norm: 5.6298 2020-07-27 13:24:15,077 - mmaction - INFO - Epoch [29][880/3757] lr: 1.000e-02, eta: 6 days, 3:13:01, time: 1.995, data_time: 0.015, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7367, loss_cls: 2.1489, loss: 2.1489, grad_norm: 5.8074 2020-07-27 13:24:54,589 - mmaction - INFO - Epoch [29][900/3757] lr: 1.000e-02, eta: 6 days, 3:12:23, time: 1.979, data_time: 0.006, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7516, loss_cls: 2.0358, loss: 2.0358, grad_norm: 5.6185 2020-07-27 13:25:35,209 - mmaction - INFO - Epoch [29][920/3757] lr: 1.000e-02, eta: 6 days, 3:11:47, time: 2.027, data_time: 0.007, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7617, loss_cls: 2.1014, loss: 2.1014, grad_norm: 5.6405 2020-07-27 13:26:09,959 - mmaction - INFO - Epoch [29][940/3757] lr: 1.000e-02, eta: 6 days, 3:10:56, time: 1.740, data_time: 0.008, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7203, loss_cls: 2.2418, loss: 2.2418, grad_norm: 5.6789 2020-07-27 13:26:48,896 - mmaction - INFO - Epoch [29][960/3757] lr: 1.000e-02, eta: 6 days, 3:10:15, time: 1.941, data_time: 0.025, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7422, loss_cls: 2.1019, loss: 2.1019, grad_norm: 5.5867 2020-07-27 13:27:30,481 - mmaction - INFO - Epoch [29][980/3757] lr: 1.000e-02, eta: 6 days, 3:09:42, time: 2.084, data_time: 0.015, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7508, loss_cls: 2.1011, loss: 2.1011, grad_norm: 5.5544 2020-07-27 13:28:07,729 - mmaction - INFO - Epoch [29][1000/3757] lr: 1.000e-02, eta: 6 days, 3:08:57, time: 1.865, data_time: 0.006, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7562, loss_cls: 2.0615, loss: 2.0615, grad_norm: 5.5615 2020-07-27 13:28:45,500 - mmaction - INFO - Epoch [29][1020/3757] lr: 1.000e-02, eta: 6 days, 3:08:14, time: 1.880, data_time: 0.008, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7609, loss_cls: 2.0529, loss: 2.0529, grad_norm: 5.5856 2020-07-27 13:29:23,488 - mmaction - INFO - Epoch [29][1040/3757] lr: 1.000e-02, eta: 6 days, 3:07:31, time: 1.905, data_time: 0.138, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7289, loss_cls: 2.1704, loss: 2.1704, grad_norm: 5.6734 2020-07-27 13:30:05,986 - mmaction - INFO - Epoch [29][1060/3757] lr: 1.000e-02, eta: 6 days, 3:07:00, time: 2.129, data_time: 0.008, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7555, loss_cls: 2.0328, loss: 2.0328, grad_norm: 5.4819 2020-07-27 13:30:41,725 - mmaction - INFO - Epoch [29][1080/3757] lr: 1.000e-02, eta: 6 days, 3:06:12, time: 1.787, data_time: 0.002, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7594, loss_cls: 2.0755, loss: 2.0755, grad_norm: 5.6926 2020-07-27 13:31:21,330 - mmaction - INFO - Epoch [29][1100/3757] lr: 1.000e-02, eta: 6 days, 3:05:33, time: 1.976, data_time: 0.008, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7430, loss_cls: 2.1551, loss: 2.1551, grad_norm: 5.7809 2020-07-27 13:32:00,462 - mmaction - INFO - Epoch [29][1120/3757] lr: 1.000e-02, eta: 6 days, 3:04:54, time: 1.960, data_time: 0.077, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7562, loss_cls: 2.0863, loss: 2.0863, grad_norm: 5.5902 2020-07-27 13:32:39,375 - mmaction - INFO - Epoch [29][1140/3757] lr: 1.000e-02, eta: 6 days, 3:04:13, time: 1.937, data_time: 0.016, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7492, loss_cls: 2.0727, loss: 2.0727, grad_norm: 5.5391 2020-07-27 13:33:21,346 - mmaction - INFO - Epoch [29][1160/3757] lr: 1.000e-02, eta: 6 days, 3:03:41, time: 2.107, data_time: 0.011, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7484, loss_cls: 2.1196, loss: 2.1196, grad_norm: 5.6820 2020-07-27 13:33:59,180 - mmaction - INFO - Epoch [29][1180/3757] lr: 1.000e-02, eta: 6 days, 3:02:58, time: 1.893, data_time: 0.008, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7422, loss_cls: 2.1497, loss: 2.1497, grad_norm: 5.6672 2020-07-27 13:34:37,732 - mmaction - INFO - Epoch [29][1200/3757] lr: 1.000e-02, eta: 6 days, 3:02:16, time: 1.924, data_time: 0.005, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7461, loss_cls: 2.0923, loss: 2.0923, grad_norm: 5.6000 2020-07-27 13:35:18,010 - mmaction - INFO - Epoch [29][1220/3757] lr: 1.000e-02, eta: 6 days, 3:01:39, time: 2.013, data_time: 0.019, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7602, loss_cls: 2.0422, loss: 2.0422, grad_norm: 5.3859 2020-07-27 13:35:54,858 - mmaction - INFO - Epoch [29][1240/3757] lr: 1.000e-02, eta: 6 days, 3:00:54, time: 1.847, data_time: 0.018, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7633, loss_cls: 2.0453, loss: 2.0453, grad_norm: 5.6378 2020-07-27 13:36:33,126 - mmaction - INFO - Epoch [29][1260/3757] lr: 1.000e-02, eta: 6 days, 3:00:12, time: 1.905, data_time: 0.033, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7680, loss_cls: 2.0266, loss: 2.0266, grad_norm: 5.5369 2020-07-27 13:37:12,522 - mmaction - INFO - Epoch [29][1280/3757] lr: 1.000e-02, eta: 6 days, 2:59:33, time: 1.977, data_time: 0.025, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.1114, loss: 2.1114, grad_norm: 5.7262 2020-07-27 13:37:51,964 - mmaction - INFO - Epoch [29][1300/3757] lr: 1.000e-02, eta: 6 days, 2:58:54, time: 1.971, data_time: 0.089, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7430, loss_cls: 2.1068, loss: 2.1068, grad_norm: 5.5223 2020-07-27 13:38:29,878 - mmaction - INFO - Epoch [29][1320/3757] lr: 1.000e-02, eta: 6 days, 2:58:11, time: 1.896, data_time: 0.611, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7734, loss_cls: 2.0046, loss: 2.0046, grad_norm: 5.4973 2020-07-27 13:39:10,744 - mmaction - INFO - Epoch [29][1340/3757] lr: 1.000e-02, eta: 6 days, 2:57:35, time: 2.037, data_time: 1.141, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7617, loss_cls: 2.0569, loss: 2.0569, grad_norm: 5.5954 2020-07-27 13:39:47,843 - mmaction - INFO - Epoch [29][1360/3757] lr: 1.000e-02, eta: 6 days, 2:56:51, time: 1.862, data_time: 1.281, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7680, loss_cls: 1.9971, loss: 1.9971, grad_norm: 5.4607 2020-07-27 13:40:28,729 - mmaction - INFO - Epoch [29][1380/3757] lr: 1.000e-02, eta: 6 days, 2:56:15, time: 2.037, data_time: 1.226, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7570, loss_cls: 2.0325, loss: 2.0325, grad_norm: 5.4557 2020-07-27 13:41:06,325 - mmaction - INFO - Epoch [29][1400/3757] lr: 1.000e-02, eta: 6 days, 2:55:32, time: 1.881, data_time: 0.943, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7516, loss_cls: 2.1161, loss: 2.1161, grad_norm: 5.7594 2020-07-27 13:41:46,259 - mmaction - INFO - Epoch [29][1420/3757] lr: 1.000e-02, eta: 6 days, 2:54:54, time: 2.003, data_time: 0.362, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7516, loss_cls: 2.0347, loss: 2.0347, grad_norm: 5.4734 2020-07-27 13:42:26,409 - mmaction - INFO - Epoch [29][1440/3757] lr: 1.000e-02, eta: 6 days, 2:54:17, time: 2.000, data_time: 0.208, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7570, loss_cls: 2.1017, loss: 2.1017, grad_norm: 5.4672 2020-07-27 13:43:05,624 - mmaction - INFO - Epoch [29][1460/3757] lr: 1.000e-02, eta: 6 days, 2:53:37, time: 1.966, data_time: 0.623, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7672, loss_cls: 2.0307, loss: 2.0307, grad_norm: 5.5933 2020-07-27 13:43:44,910 - mmaction - INFO - Epoch [29][1480/3757] lr: 1.000e-02, eta: 6 days, 2:52:58, time: 1.965, data_time: 0.403, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7469, loss_cls: 2.0743, loss: 2.0743, grad_norm: 5.5413 2020-07-27 13:44:22,562 - mmaction - INFO - Epoch [29][1500/3757] lr: 1.000e-02, eta: 6 days, 2:52:14, time: 1.880, data_time: 0.487, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7711, loss_cls: 1.9767, loss: 1.9767, grad_norm: 5.4014 2020-07-27 13:45:04,853 - mmaction - INFO - Epoch [29][1520/3757] lr: 1.000e-02, eta: 6 days, 2:51:43, time: 2.118, data_time: 0.007, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7477, loss_cls: 2.1630, loss: 2.1630, grad_norm: 5.6143 2020-07-27 13:45:40,114 - mmaction - INFO - Epoch [29][1540/3757] lr: 1.000e-02, eta: 6 days, 2:50:53, time: 1.762, data_time: 0.004, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7734, loss_cls: 2.0559, loss: 2.0559, grad_norm: 5.6688 2020-07-27 13:46:22,488 - mmaction - INFO - Epoch [29][1560/3757] lr: 1.000e-02, eta: 6 days, 2:50:21, time: 2.113, data_time: 0.010, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7617, loss_cls: 2.0134, loss: 2.0134, grad_norm: 5.3729 2020-07-27 13:47:01,377 - mmaction - INFO - Epoch [29][1580/3757] lr: 1.000e-02, eta: 6 days, 2:49:41, time: 1.951, data_time: 0.009, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7648, loss_cls: 2.0506, loss: 2.0506, grad_norm: 5.7121 2020-07-27 13:47:40,227 - mmaction - INFO - Epoch [29][1600/3757] lr: 1.000e-02, eta: 6 days, 2:49:00, time: 1.935, data_time: 0.173, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7477, loss_cls: 2.1016, loss: 2.1016, grad_norm: 5.6257 2020-07-27 13:48:22,279 - mmaction - INFO - Epoch [29][1620/3757] lr: 1.000e-02, eta: 6 days, 2:48:28, time: 2.105, data_time: 1.310, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7594, loss_cls: 2.0473, loss: 2.0473, grad_norm: 5.5536 2020-07-27 13:48:58,188 - mmaction - INFO - Epoch [29][1640/3757] lr: 1.000e-02, eta: 6 days, 2:47:40, time: 1.794, data_time: 1.051, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7383, loss_cls: 2.2128, loss: 2.2128, grad_norm: 5.6835 2020-07-27 13:49:37,308 - mmaction - INFO - Epoch [29][1660/3757] lr: 1.000e-02, eta: 6 days, 2:47:01, time: 1.958, data_time: 0.397, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7453, loss_cls: 2.0658, loss: 2.0658, grad_norm: 5.5000 2020-07-27 13:50:13,664 - mmaction - INFO - Epoch [29][1680/3757] lr: 1.000e-02, eta: 6 days, 2:46:13, time: 1.808, data_time: 0.013, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7602, loss_cls: 2.0526, loss: 2.0526, grad_norm: 5.6248 2020-07-27 13:50:52,221 - mmaction - INFO - Epoch [29][1700/3757] lr: 1.000e-02, eta: 6 days, 2:45:33, time: 1.942, data_time: 0.038, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7805, loss_cls: 1.9955, loss: 1.9955, grad_norm: 5.6095 2020-07-27 13:51:35,706 - mmaction - INFO - Epoch [29][1720/3757] lr: 1.000e-02, eta: 6 days, 2:45:04, time: 2.174, data_time: 0.008, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0428, loss: 2.0428, grad_norm: 5.6154 2020-07-27 13:52:12,278 - mmaction - INFO - Epoch [29][1740/3757] lr: 1.000e-02, eta: 6 days, 2:44:18, time: 1.829, data_time: 0.002, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7477, loss_cls: 2.0839, loss: 2.0839, grad_norm: 5.6545 2020-07-27 13:52:51,683 - mmaction - INFO - Epoch [29][1760/3757] lr: 1.000e-02, eta: 6 days, 2:43:38, time: 1.964, data_time: 0.007, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7711, loss_cls: 1.9890, loss: 1.9890, grad_norm: 5.7052 2020-07-27 13:53:32,044 - mmaction - INFO - Epoch [29][1780/3757] lr: 1.000e-02, eta: 6 days, 2:43:02, time: 2.023, data_time: 0.008, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7531, loss_cls: 2.0914, loss: 2.0914, grad_norm: 5.7111 2020-07-27 13:54:11,146 - mmaction - INFO - Epoch [29][1800/3757] lr: 1.000e-02, eta: 6 days, 2:42:22, time: 1.955, data_time: 0.079, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7516, loss_cls: 2.1375, loss: 2.1375, grad_norm: 5.7820 2020-07-27 13:54:46,799 - mmaction - INFO - Epoch [29][1820/3757] lr: 1.000e-02, eta: 6 days, 2:41:34, time: 1.782, data_time: 0.126, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7805, loss_cls: 2.0241, loss: 2.0241, grad_norm: 5.5562 2020-07-27 13:55:27,999 - mmaction - INFO - Epoch [29][1840/3757] lr: 1.000e-02, eta: 6 days, 2:40:59, time: 2.058, data_time: 0.329, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7656, loss_cls: 2.0202, loss: 2.0202, grad_norm: 5.4964 2020-07-27 13:56:04,006 - mmaction - INFO - Epoch [29][1860/3757] lr: 1.000e-02, eta: 6 days, 2:40:12, time: 1.805, data_time: 0.839, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7383, loss_cls: 2.1244, loss: 2.1244, grad_norm: 5.8787 2020-07-27 13:56:43,376 - mmaction - INFO - Epoch [29][1880/3757] lr: 1.000e-02, eta: 6 days, 2:39:32, time: 1.961, data_time: 0.593, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7453, loss_cls: 2.1372, loss: 2.1372, grad_norm: 5.4789 2020-07-27 13:57:24,659 - mmaction - INFO - Epoch [29][1900/3757] lr: 1.000e-02, eta: 6 days, 2:38:58, time: 2.069, data_time: 0.080, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7508, loss_cls: 2.0773, loss: 2.0773, grad_norm: 5.5367 2020-07-27 13:58:01,951 - mmaction - INFO - Epoch [29][1920/3757] lr: 1.000e-02, eta: 6 days, 2:38:13, time: 1.860, data_time: 0.292, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7438, loss_cls: 2.0810, loss: 2.0810, grad_norm: 5.5838 2020-07-27 13:58:41,668 - mmaction - INFO - Epoch [29][1940/3757] lr: 1.000e-02, eta: 6 days, 2:37:35, time: 1.990, data_time: 0.751, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7492, loss_cls: 2.0756, loss: 2.0756, grad_norm: 5.7790 2020-07-27 13:59:21,265 - mmaction - INFO - Epoch [29][1960/3757] lr: 1.000e-02, eta: 6 days, 2:36:56, time: 1.976, data_time: 0.748, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7625, loss_cls: 2.0125, loss: 2.0125, grad_norm: 5.5875 2020-07-27 14:00:00,438 - mmaction - INFO - Epoch [29][1980/3757] lr: 1.000e-02, eta: 6 days, 2:36:17, time: 1.957, data_time: 0.107, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7648, loss_cls: 2.0321, loss: 2.0321, grad_norm: 5.5960 2020-07-27 14:00:43,650 - mmaction - INFO - Epoch [29][2000/3757] lr: 1.000e-02, eta: 6 days, 2:35:47, time: 2.154, data_time: 0.172, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7555, loss_cls: 2.1389, loss: 2.1389, grad_norm: 5.6549 2020-07-27 14:01:24,452 - mmaction - INFO - Epoch [29][2020/3757] lr: 1.000e-02, eta: 6 days, 2:35:12, time: 2.053, data_time: 0.497, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7555, loss_cls: 2.0877, loss: 2.0877, grad_norm: 5.5993 2020-07-27 14:02:03,977 - mmaction - INFO - Epoch [29][2040/3757] lr: 1.000e-02, eta: 6 days, 2:34:33, time: 1.975, data_time: 0.037, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7648, loss_cls: 2.0231, loss: 2.0231, grad_norm: 5.7524 2020-07-27 14:02:44,913 - mmaction - INFO - Epoch [29][2060/3757] lr: 1.000e-02, eta: 6 days, 2:33:58, time: 2.047, data_time: 0.006, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7430, loss_cls: 2.1271, loss: 2.1271, grad_norm: 5.7303 2020-07-27 14:03:25,016 - mmaction - INFO - Epoch [29][2080/3757] lr: 1.000e-02, eta: 6 days, 2:33:21, time: 2.007, data_time: 0.008, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7594, loss_cls: 2.0501, loss: 2.0501, grad_norm: 5.4734 2020-07-27 14:04:04,874 - mmaction - INFO - Epoch [29][2100/3757] lr: 1.000e-02, eta: 6 days, 2:32:43, time: 1.991, data_time: 0.009, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7555, loss_cls: 2.0909, loss: 2.0909, grad_norm: 5.5185 2020-07-27 14:04:42,230 - mmaction - INFO - Epoch [29][2120/3757] lr: 1.000e-02, eta: 6 days, 2:31:58, time: 1.871, data_time: 0.005, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7492, loss_cls: 2.0583, loss: 2.0583, grad_norm: 5.5459 2020-07-27 14:05:22,364 - mmaction - INFO - Epoch [29][2140/3757] lr: 1.000e-02, eta: 6 days, 2:31:21, time: 1.998, data_time: 0.017, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7547, loss_cls: 2.0865, loss: 2.0865, grad_norm: 5.7386 2020-07-27 14:06:01,433 - mmaction - INFO - Epoch [29][2160/3757] lr: 1.000e-02, eta: 6 days, 2:30:41, time: 1.961, data_time: 0.011, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7484, loss_cls: 2.1155, loss: 2.1155, grad_norm: 5.5971 2020-07-27 14:06:35,337 - mmaction - INFO - Epoch [29][2180/3757] lr: 1.000e-02, eta: 6 days, 2:29:48, time: 1.692, data_time: 0.410, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7664, loss_cls: 2.0766, loss: 2.0766, grad_norm: 5.6792 2020-07-27 14:07:17,510 - mmaction - INFO - Epoch [29][2200/3757] lr: 1.000e-02, eta: 6 days, 2:29:16, time: 2.105, data_time: 0.202, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7602, loss_cls: 2.0603, loss: 2.0603, grad_norm: 5.5908 2020-07-27 14:07:57,509 - mmaction - INFO - Epoch [29][2220/3757] lr: 1.000e-02, eta: 6 days, 2:28:39, time: 2.004, data_time: 0.010, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7562, loss_cls: 2.1085, loss: 2.1085, grad_norm: 5.6748 2020-07-27 14:08:34,547 - mmaction - INFO - Epoch [29][2240/3757] lr: 1.000e-02, eta: 6 days, 2:27:53, time: 1.847, data_time: 0.009, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7453, loss_cls: 2.1549, loss: 2.1549, grad_norm: 5.7217 2020-07-27 14:09:12,628 - mmaction - INFO - Epoch [29][2260/3757] lr: 1.000e-02, eta: 6 days, 2:27:11, time: 1.912, data_time: 0.026, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7711, loss_cls: 2.0525, loss: 2.0525, grad_norm: 5.4968 2020-07-27 14:09:49,970 - mmaction - INFO - Epoch [29][2280/3757] lr: 1.000e-02, eta: 6 days, 2:26:27, time: 1.860, data_time: 0.898, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7625, loss_cls: 2.0685, loss: 2.0685, grad_norm: 5.5875 2020-07-27 14:10:30,885 - mmaction - INFO - Epoch [29][2300/3757] lr: 1.000e-02, eta: 6 days, 2:25:51, time: 2.045, data_time: 0.614, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0375, loss: 2.0375, grad_norm: 5.5443 2020-07-27 14:11:10,205 - mmaction - INFO - Epoch [29][2320/3757] lr: 1.000e-02, eta: 6 days, 2:25:12, time: 1.966, data_time: 0.154, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7500, loss_cls: 2.0922, loss: 2.0922, grad_norm: 5.6444 2020-07-27 14:11:47,357 - mmaction - INFO - Epoch [29][2340/3757] lr: 1.000e-02, eta: 6 days, 2:24:28, time: 1.865, data_time: 0.388, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7570, loss_cls: 2.0500, loss: 2.0500, grad_norm: 5.6587 2020-07-27 14:12:27,490 - mmaction - INFO - Epoch [29][2360/3757] lr: 1.000e-02, eta: 6 days, 2:23:50, time: 2.004, data_time: 1.006, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7570, loss_cls: 2.0691, loss: 2.0691, grad_norm: 5.5971 2020-07-27 14:13:06,563 - mmaction - INFO - Epoch [29][2380/3757] lr: 1.000e-02, eta: 6 days, 2:23:11, time: 1.954, data_time: 0.885, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7484, loss_cls: 2.0786, loss: 2.0786, grad_norm: 5.5531 2020-07-27 14:13:46,214 - mmaction - INFO - Epoch [29][2400/3757] lr: 1.000e-02, eta: 6 days, 2:22:32, time: 1.981, data_time: 0.390, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7391, loss_cls: 2.1776, loss: 2.1776, grad_norm: 5.6601 2020-07-27 14:14:27,485 - mmaction - INFO - Epoch [29][2420/3757] lr: 1.000e-02, eta: 6 days, 2:21:57, time: 2.060, data_time: 0.616, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7406, loss_cls: 2.0931, loss: 2.0931, grad_norm: 5.5712 2020-07-27 14:15:00,780 - mmaction - INFO - Epoch [29][2440/3757] lr: 1.000e-02, eta: 6 days, 2:21:03, time: 1.670, data_time: 0.115, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7727, loss_cls: 1.9927, loss: 1.9927, grad_norm: 5.4073 2020-07-27 14:15:40,880 - mmaction - INFO - Epoch [29][2460/3757] lr: 1.000e-02, eta: 6 days, 2:20:26, time: 2.004, data_time: 1.275, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7703, loss_cls: 2.0584, loss: 2.0584, grad_norm: 5.5968 2020-07-27 14:16:19,261 - mmaction - INFO - Epoch [29][2480/3757] lr: 1.000e-02, eta: 6 days, 2:19:44, time: 1.914, data_time: 0.656, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7547, loss_cls: 2.0556, loss: 2.0556, grad_norm: 5.5926 2020-07-27 14:16:56,354 - mmaction - INFO - Epoch [29][2500/3757] lr: 1.000e-02, eta: 6 days, 2:19:00, time: 1.860, data_time: 0.216, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7578, loss_cls: 2.0845, loss: 2.0845, grad_norm: 5.7341 2020-07-27 14:17:37,699 - mmaction - INFO - Epoch [29][2520/3757] lr: 1.000e-02, eta: 6 days, 2:18:25, time: 2.064, data_time: 0.839, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7586, loss_cls: 2.1086, loss: 2.1086, grad_norm: 5.6957 2020-07-27 14:18:13,920 - mmaction - INFO - Epoch [29][2540/3757] lr: 1.000e-02, eta: 6 days, 2:17:38, time: 1.815, data_time: 1.238, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7664, loss_cls: 2.0032, loss: 2.0032, grad_norm: 5.6205 2020-07-27 14:18:54,598 - mmaction - INFO - Epoch [29][2560/3757] lr: 1.000e-02, eta: 6 days, 2:17:02, time: 2.027, data_time: 0.680, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7430, loss_cls: 2.1555, loss: 2.1555, grad_norm: 5.8339 2020-07-27 14:19:31,384 - mmaction - INFO - Epoch [29][2580/3757] lr: 1.000e-02, eta: 6 days, 2:16:17, time: 1.847, data_time: 0.010, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7367, loss_cls: 2.1464, loss: 2.1464, grad_norm: 5.5952 2020-07-27 14:20:12,060 - mmaction - INFO - Epoch [29][2600/3757] lr: 1.000e-02, eta: 6 days, 2:15:41, time: 2.025, data_time: 0.034, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7609, loss_cls: 2.0682, loss: 2.0682, grad_norm: 5.5000 2020-07-27 14:20:51,182 - mmaction - INFO - Epoch [29][2620/3757] lr: 1.000e-02, eta: 6 days, 2:15:01, time: 1.965, data_time: 0.018, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7297, loss_cls: 2.2005, loss: 2.2005, grad_norm: 5.6816 2020-07-27 14:21:32,459 - mmaction - INFO - Epoch [29][2640/3757] lr: 1.000e-02, eta: 6 days, 2:14:27, time: 2.057, data_time: 0.008, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7492, loss_cls: 2.0803, loss: 2.0803, grad_norm: 5.6480 2020-07-27 14:22:13,526 - mmaction - INFO - Epoch [29][2660/3757] lr: 1.000e-02, eta: 6 days, 2:13:52, time: 2.057, data_time: 0.010, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7641, loss_cls: 2.0979, loss: 2.0979, grad_norm: 5.7587 2020-07-27 14:22:51,075 - mmaction - INFO - Epoch [29][2680/3757] lr: 1.000e-02, eta: 6 days, 2:13:08, time: 1.870, data_time: 0.012, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7492, loss_cls: 2.1039, loss: 2.1039, grad_norm: 5.6957 2020-07-27 14:23:29,561 - mmaction - INFO - Epoch [29][2700/3757] lr: 1.000e-02, eta: 6 days, 2:12:27, time: 1.931, data_time: 0.011, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7695, loss_cls: 2.0375, loss: 2.0375, grad_norm: 5.6138 2020-07-27 14:24:09,507 - mmaction - INFO - Epoch [29][2720/3757] lr: 1.000e-02, eta: 6 days, 2:11:49, time: 2.000, data_time: 0.339, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7234, loss_cls: 2.2507, loss: 2.2507, grad_norm: 5.6872 2020-07-27 14:24:49,104 - mmaction - INFO - Epoch [29][2740/3757] lr: 1.000e-02, eta: 6 days, 2:11:11, time: 1.980, data_time: 0.002, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7570, loss_cls: 2.1104, loss: 2.1104, grad_norm: 5.6523 2020-07-27 14:25:26,674 - mmaction - INFO - Epoch [29][2760/3757] lr: 1.000e-02, eta: 6 days, 2:10:27, time: 1.869, data_time: 0.080, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7531, loss_cls: 2.0958, loss: 2.0958, grad_norm: 5.5879 2020-07-27 14:26:03,493 - mmaction - INFO - Epoch [29][2780/3757] lr: 1.000e-02, eta: 6 days, 2:09:41, time: 1.846, data_time: 0.132, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7594, loss_cls: 2.0489, loss: 2.0489, grad_norm: 5.5538 2020-07-27 14:26:44,958 - mmaction - INFO - Epoch [29][2800/3757] lr: 1.000e-02, eta: 6 days, 2:09:07, time: 2.070, data_time: 0.032, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7430, loss_cls: 2.1511, loss: 2.1511, grad_norm: 5.6846 2020-07-27 14:27:25,898 - mmaction - INFO - Epoch [29][2820/3757] lr: 1.000e-02, eta: 6 days, 2:08:32, time: 2.053, data_time: 0.070, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7594, loss_cls: 2.0230, loss: 2.0230, grad_norm: 5.5103 2020-07-27 14:28:03,098 - mmaction - INFO - Epoch [29][2840/3757] lr: 1.000e-02, eta: 6 days, 2:07:48, time: 1.861, data_time: 0.008, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7609, loss_cls: 2.0414, loss: 2.0414, grad_norm: 5.6802 2020-07-27 14:28:42,843 - mmaction - INFO - Epoch [29][2860/3757] lr: 1.000e-02, eta: 6 days, 2:07:09, time: 1.978, data_time: 0.002, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7508, loss_cls: 2.0907, loss: 2.0907, grad_norm: 5.6863 2020-07-27 14:29:21,640 - mmaction - INFO - Epoch [29][2880/3757] lr: 1.000e-02, eta: 6 days, 2:06:29, time: 1.948, data_time: 0.011, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7555, loss_cls: 2.0539, loss: 2.0539, grad_norm: 5.4639 2020-07-27 14:29:58,563 - mmaction - INFO - Epoch [29][2900/3757] lr: 1.000e-02, eta: 6 days, 2:05:44, time: 1.847, data_time: 0.010, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7438, loss_cls: 2.1413, loss: 2.1413, grad_norm: 5.7017 2020-07-27 14:30:38,916 - mmaction - INFO - Epoch [29][2920/3757] lr: 1.000e-02, eta: 6 days, 2:05:07, time: 2.009, data_time: 0.007, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7742, loss_cls: 1.9867, loss: 1.9867, grad_norm: 5.5095 2020-07-27 14:31:17,050 - mmaction - INFO - Epoch [29][2940/3757] lr: 1.000e-02, eta: 6 days, 2:04:25, time: 1.913, data_time: 0.015, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7391, loss_cls: 2.1198, loss: 2.1198, grad_norm: 5.7247 2020-07-27 14:31:57,137 - mmaction - INFO - Epoch [29][2960/3757] lr: 1.000e-02, eta: 6 days, 2:03:47, time: 1.998, data_time: 0.080, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7461, loss_cls: 2.1176, loss: 2.1176, grad_norm: 5.6798 2020-07-27 14:32:32,439 - mmaction - INFO - Epoch [29][2980/3757] lr: 1.000e-02, eta: 6 days, 2:02:58, time: 1.773, data_time: 0.027, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7422, loss_cls: 2.0877, loss: 2.0877, grad_norm: 5.6837 2020-07-27 14:33:12,336 - mmaction - INFO - Epoch [29][3000/3757] lr: 1.000e-02, eta: 6 days, 2:02:20, time: 1.989, data_time: 0.705, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7445, loss_cls: 2.1465, loss: 2.1465, grad_norm: 5.7167 2020-07-27 14:33:50,942 - mmaction - INFO - Epoch [29][3020/3757] lr: 1.000e-02, eta: 6 days, 2:01:39, time: 1.935, data_time: 0.335, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7641, loss_cls: 2.0781, loss: 2.0781, grad_norm: 5.6926 2020-07-27 14:34:30,080 - mmaction - INFO - Epoch [29][3040/3757] lr: 1.000e-02, eta: 6 days, 2:00:59, time: 1.955, data_time: 0.039, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7438, loss_cls: 2.0860, loss: 2.0860, grad_norm: 5.5628 2020-07-27 14:35:10,892 - mmaction - INFO - Epoch [29][3060/3757] lr: 1.000e-02, eta: 6 days, 2:00:24, time: 2.043, data_time: 0.009, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7344, loss_cls: 2.1424, loss: 2.1424, grad_norm: 5.7546 2020-07-27 14:35:48,215 - mmaction - INFO - Epoch [29][3080/3757] lr: 1.000e-02, eta: 6 days, 1:59:40, time: 1.868, data_time: 0.003, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7383, loss_cls: 2.1706, loss: 2.1706, grad_norm: 5.6824 2020-07-27 14:36:27,739 - mmaction - INFO - Epoch [29][3100/3757] lr: 1.000e-02, eta: 6 days, 1:59:01, time: 1.971, data_time: 0.008, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7719, loss_cls: 2.0414, loss: 2.0414, grad_norm: 5.5263 2020-07-27 14:37:04,552 - mmaction - INFO - Epoch [29][3120/3757] lr: 1.000e-02, eta: 6 days, 1:58:16, time: 1.845, data_time: 0.300, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7609, loss_cls: 2.0688, loss: 2.0688, grad_norm: 5.3595 2020-07-27 14:37:42,911 - mmaction - INFO - Epoch [29][3140/3757] lr: 1.000e-02, eta: 6 days, 1:57:34, time: 1.918, data_time: 0.743, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7656, loss_cls: 2.0373, loss: 2.0373, grad_norm: 5.5693 2020-07-27 14:38:22,293 - mmaction - INFO - Epoch [29][3160/3757] lr: 1.000e-02, eta: 6 days, 1:56:55, time: 1.969, data_time: 1.385, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7414, loss_cls: 2.1630, loss: 2.1630, grad_norm: 5.6657 2020-07-27 14:39:03,705 - mmaction - INFO - Epoch [29][3180/3757] lr: 1.000e-02, eta: 6 days, 1:56:20, time: 2.065, data_time: 0.556, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7602, loss_cls: 2.0736, loss: 2.0736, grad_norm: 5.6478 2020-07-27 14:39:39,541 - mmaction - INFO - Epoch [29][3200/3757] lr: 1.000e-02, eta: 6 days, 1:55:32, time: 1.786, data_time: 0.042, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7312, loss_cls: 2.1326, loss: 2.1326, grad_norm: 5.5382 2020-07-27 14:40:18,292 - mmaction - INFO - Epoch [29][3220/3757] lr: 1.000e-02, eta: 6 days, 1:54:52, time: 1.945, data_time: 0.236, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7555, loss_cls: 2.0471, loss: 2.0471, grad_norm: 5.4932 2020-07-27 14:41:00,381 - mmaction - INFO - Epoch [29][3240/3757] lr: 1.000e-02, eta: 6 days, 1:54:20, time: 2.107, data_time: 0.035, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7609, loss_cls: 2.0673, loss: 2.0673, grad_norm: 5.6368 2020-07-27 14:41:36,507 - mmaction - INFO - Epoch [29][3260/3757] lr: 1.000e-02, eta: 6 days, 1:53:32, time: 1.801, data_time: 0.031, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7211, loss_cls: 2.2286, loss: 2.2286, grad_norm: 5.6892 2020-07-27 14:42:14,727 - mmaction - INFO - Epoch [29][3280/3757] lr: 1.000e-02, eta: 6 days, 1:52:51, time: 1.918, data_time: 0.042, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7453, loss_cls: 2.1193, loss: 2.1193, grad_norm: 5.7588 2020-07-27 14:42:54,407 - mmaction - INFO - Epoch [29][3300/3757] lr: 1.000e-02, eta: 6 days, 1:52:12, time: 1.977, data_time: 0.503, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7703, loss_cls: 2.0632, loss: 2.0632, grad_norm: 5.6818 2020-07-27 14:43:31,621 - mmaction - INFO - Epoch [29][3320/3757] lr: 1.000e-02, eta: 6 days, 1:51:28, time: 1.867, data_time: 0.178, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7586, loss_cls: 2.0425, loss: 2.0425, grad_norm: 5.5982 2020-07-27 14:44:10,987 - mmaction - INFO - Epoch [29][3340/3757] lr: 1.000e-02, eta: 6 days, 1:50:49, time: 1.969, data_time: 1.076, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7562, loss_cls: 2.1091, loss: 2.1091, grad_norm: 5.5833 2020-07-27 14:44:48,512 - mmaction - INFO - Epoch [29][3360/3757] lr: 1.000e-02, eta: 6 days, 1:50:05, time: 1.876, data_time: 1.299, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7594, loss_cls: 2.1207, loss: 2.1207, grad_norm: 5.6306 2020-07-27 14:45:27,877 - mmaction - INFO - Epoch [29][3380/3757] lr: 1.000e-02, eta: 6 days, 1:49:25, time: 1.962, data_time: 1.090, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7461, loss_cls: 2.0985, loss: 2.0985, grad_norm: 5.5640 2020-07-27 14:46:08,712 - mmaction - INFO - Epoch [29][3400/3757] lr: 1.000e-02, eta: 6 days, 1:48:50, time: 2.047, data_time: 0.234, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7508, loss_cls: 2.0559, loss: 2.0559, grad_norm: 5.4746 2020-07-27 14:46:47,101 - mmaction - INFO - Epoch [29][3420/3757] lr: 1.000e-02, eta: 6 days, 1:48:09, time: 1.920, data_time: 0.106, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7578, loss_cls: 2.1018, loss: 2.1018, grad_norm: 5.5456 2020-07-27 14:47:27,956 - mmaction - INFO - Epoch [29][3440/3757] lr: 1.000e-02, eta: 6 days, 1:47:33, time: 2.035, data_time: 0.011, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7430, loss_cls: 2.1165, loss: 2.1165, grad_norm: 5.7349 2020-07-27 14:48:05,923 - mmaction - INFO - Epoch [29][3460/3757] lr: 1.000e-02, eta: 6 days, 1:46:50, time: 1.906, data_time: 0.124, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7648, loss_cls: 2.0020, loss: 2.0020, grad_norm: 5.6397 2020-07-27 14:48:46,153 - mmaction - INFO - Epoch [29][3480/3757] lr: 1.000e-02, eta: 6 days, 1:46:14, time: 2.013, data_time: 0.175, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7602, loss_cls: 2.0493, loss: 2.0493, grad_norm: 5.5966 2020-07-27 14:49:27,698 - mmaction - INFO - Epoch [29][3500/3757] lr: 1.000e-02, eta: 6 days, 1:45:39, time: 2.072, data_time: 0.250, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7359, loss_cls: 2.1243, loss: 2.1243, grad_norm: 5.5805 2020-07-27 14:50:03,643 - mmaction - INFO - Epoch [29][3520/3757] lr: 1.000e-02, eta: 6 days, 1:44:52, time: 1.803, data_time: 0.008, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7539, loss_cls: 2.0693, loss: 2.0693, grad_norm: 5.5997 2020-07-27 14:50:43,822 - mmaction - INFO - Epoch [29][3540/3757] lr: 1.000e-02, eta: 6 days, 1:44:15, time: 2.006, data_time: 0.002, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7492, loss_cls: 2.0943, loss: 2.0943, grad_norm: 5.5884 2020-07-27 14:51:22,088 - mmaction - INFO - Epoch [29][3560/3757] lr: 1.000e-02, eta: 6 days, 1:43:33, time: 1.914, data_time: 0.070, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7438, loss_cls: 2.1362, loss: 2.1362, grad_norm: 5.6038 2020-07-27 14:52:00,472 - mmaction - INFO - Epoch [29][3580/3757] lr: 1.000e-02, eta: 6 days, 1:42:51, time: 1.919, data_time: 0.628, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7430, loss_cls: 2.1021, loss: 2.1021, grad_norm: 5.4081 2020-07-27 14:52:44,246 - mmaction - INFO - Epoch [29][3600/3757] lr: 1.000e-02, eta: 6 days, 1:42:23, time: 2.183, data_time: 1.462, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7766, loss_cls: 1.9885, loss: 1.9885, grad_norm: 5.4638 2020-07-27 14:53:23,068 - mmaction - INFO - Epoch [29][3620/3757] lr: 1.000e-02, eta: 6 days, 1:41:43, time: 1.948, data_time: 1.355, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7531, loss_cls: 2.1198, loss: 2.1198, grad_norm: 5.6626 2020-07-27 14:53:57,785 - mmaction - INFO - Epoch [29][3640/3757] lr: 1.000e-02, eta: 6 days, 1:40:52, time: 1.734, data_time: 0.549, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7453, loss_cls: 2.1663, loss: 2.1663, grad_norm: 5.7649 2020-07-27 14:54:35,635 - mmaction - INFO - Epoch [29][3660/3757] lr: 1.000e-02, eta: 6 days, 1:40:09, time: 1.891, data_time: 0.169, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7570, loss_cls: 2.0393, loss: 2.0393, grad_norm: 5.5824 2020-07-27 14:55:13,278 - mmaction - INFO - Epoch [29][3680/3757] lr: 1.000e-02, eta: 6 days, 1:39:26, time: 1.882, data_time: 0.021, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7578, loss_cls: 2.1311, loss: 2.1311, grad_norm: 5.5989 2020-07-27 14:55:51,413 - mmaction - INFO - Epoch [29][3700/3757] lr: 1.000e-02, eta: 6 days, 1:38:44, time: 1.910, data_time: 0.080, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7594, loss_cls: 1.9994, loss: 1.9994, grad_norm: 5.2647 2020-07-27 14:56:31,615 - mmaction - INFO - Epoch [29][3720/3757] lr: 1.000e-02, eta: 6 days, 1:38:06, time: 2.003, data_time: 0.525, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7586, loss_cls: 2.1061, loss: 2.1061, grad_norm: 5.6343 2020-07-27 14:57:11,967 - mmaction - INFO - Epoch [29][3740/3757] lr: 1.000e-02, eta: 6 days, 1:37:30, time: 2.024, data_time: 0.480, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7477, loss_cls: 2.1198, loss: 2.1198, grad_norm: 5.5459 2020-07-27 14:57:36,194 - mmaction - INFO - Saving checkpoint at 29 epochs 2020-07-27 14:58:33,191 - mmaction - INFO - Epoch [30][20/3757] lr: 1.000e-02, eta: 6 days, 1:35:35, time: 2.779, data_time: 1.854, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7664, loss_cls: 2.0268, loss: 2.0268, grad_norm: 5.6108 2020-07-27 14:59:16,357 - mmaction - INFO - Epoch [30][40/3757] lr: 1.000e-02, eta: 6 days, 1:35:05, time: 2.160, data_time: 1.053, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7477, loss_cls: 2.1516, loss: 2.1516, grad_norm: 5.7881 2020-07-27 14:59:53,037 - mmaction - INFO - Epoch [30][60/3757] lr: 1.000e-02, eta: 6 days, 1:34:19, time: 1.828, data_time: 1.252, memory: 5170, top1_acc: 0.4867, top5_acc: 0.7352, loss_cls: 2.2087, loss: 2.2087, grad_norm: 5.6883 2020-07-27 15:00:30,024 - mmaction - INFO - Epoch [30][80/3757] lr: 1.000e-02, eta: 6 days, 1:33:34, time: 1.846, data_time: 0.758, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7758, loss_cls: 1.9513, loss: 1.9513, grad_norm: 5.2135 2020-07-27 15:01:15,960 - mmaction - INFO - Epoch [30][100/3757] lr: 1.000e-02, eta: 6 days, 1:33:12, time: 2.306, data_time: 0.027, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7484, loss_cls: 2.1175, loss: 2.1175, grad_norm: 5.7045 2020-07-27 15:01:54,037 - mmaction - INFO - Epoch [30][120/3757] lr: 1.000e-02, eta: 6 days, 1:32:29, time: 1.897, data_time: 0.006, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7398, loss_cls: 2.1267, loss: 2.1267, grad_norm: 5.7152 2020-07-27 15:02:31,569 - mmaction - INFO - Epoch [30][140/3757] lr: 1.000e-02, eta: 6 days, 1:31:46, time: 1.883, data_time: 0.011, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7414, loss_cls: 2.1144, loss: 2.1144, grad_norm: 5.7247 2020-07-27 15:03:09,882 - mmaction - INFO - Epoch [30][160/3757] lr: 1.000e-02, eta: 6 days, 1:31:04, time: 1.909, data_time: 0.008, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7789, loss_cls: 1.9916, loss: 1.9916, grad_norm: 5.5155 2020-07-27 15:03:48,849 - mmaction - INFO - Epoch [30][180/3757] lr: 1.000e-02, eta: 6 days, 1:30:24, time: 1.955, data_time: 0.311, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7727, loss_cls: 1.9923, loss: 1.9923, grad_norm: 5.4142 2020-07-27 15:04:29,896 - mmaction - INFO - Epoch [30][200/3757] lr: 1.000e-02, eta: 6 days, 1:29:49, time: 2.046, data_time: 1.384, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7445, loss_cls: 2.0939, loss: 2.0939, grad_norm: 5.4907 2020-07-27 15:05:03,411 - mmaction - INFO - Epoch [30][220/3757] lr: 1.000e-02, eta: 6 days, 1:28:55, time: 1.682, data_time: 0.918, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7586, loss_cls: 2.0411, loss: 2.0411, grad_norm: 5.5081 2020-07-27 15:05:42,658 - mmaction - INFO - Epoch [30][240/3757] lr: 1.000e-02, eta: 6 days, 1:28:16, time: 1.962, data_time: 1.239, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7633, loss_cls: 2.0510, loss: 2.0510, grad_norm: 5.5110 2020-07-27 15:06:21,646 - mmaction - INFO - Epoch [30][260/3757] lr: 1.000e-02, eta: 6 days, 1:27:36, time: 1.944, data_time: 1.070, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7547, loss_cls: 2.0254, loss: 2.0254, grad_norm: 5.6319 2020-07-27 15:07:04,988 - mmaction - INFO - Epoch [30][280/3757] lr: 1.000e-02, eta: 6 days, 1:27:06, time: 2.172, data_time: 1.108, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7617, loss_cls: 2.0429, loss: 2.0429, grad_norm: 5.4242 2020-07-27 15:07:42,257 - mmaction - INFO - Epoch [30][300/3757] lr: 1.000e-02, eta: 6 days, 1:26:22, time: 1.864, data_time: 0.790, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7555, loss_cls: 2.1197, loss: 2.1197, grad_norm: 5.7034 2020-07-27 15:08:18,969 - mmaction - INFO - Epoch [30][320/3757] lr: 1.000e-02, eta: 6 days, 1:25:36, time: 1.834, data_time: 0.009, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7766, loss_cls: 1.9722, loss: 1.9722, grad_norm: 5.5950 2020-07-27 15:08:57,109 - mmaction - INFO - Epoch [30][340/3757] lr: 1.000e-02, eta: 6 days, 1:24:54, time: 1.910, data_time: 0.067, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7680, loss_cls: 2.0526, loss: 2.0526, grad_norm: 5.5178 2020-07-27 15:09:38,210 - mmaction - INFO - Epoch [30][360/3757] lr: 1.000e-02, eta: 6 days, 1:24:19, time: 2.054, data_time: 0.019, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7617, loss_cls: 2.0240, loss: 2.0240, grad_norm: 5.5491 2020-07-27 15:10:18,143 - mmaction - INFO - Epoch [30][380/3757] lr: 1.000e-02, eta: 6 days, 1:23:42, time: 1.993, data_time: 0.061, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7648, loss_cls: 2.0402, loss: 2.0402, grad_norm: 5.6681 2020-07-27 15:10:56,059 - mmaction - INFO - Epoch [30][400/3757] lr: 1.000e-02, eta: 6 days, 1:22:59, time: 1.894, data_time: 0.030, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7516, loss_cls: 2.0588, loss: 2.0588, grad_norm: 5.5437 2020-07-27 15:11:35,361 - mmaction - INFO - Epoch [30][420/3757] lr: 1.000e-02, eta: 6 days, 1:22:20, time: 1.971, data_time: 0.009, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7633, loss_cls: 2.0182, loss: 2.0182, grad_norm: 5.5208 2020-07-27 15:12:11,231 - mmaction - INFO - Epoch [30][440/3757] lr: 1.000e-02, eta: 6 days, 1:21:32, time: 1.794, data_time: 0.003, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7500, loss_cls: 2.1334, loss: 2.1334, grad_norm: 5.7191 2020-07-27 15:12:50,921 - mmaction - INFO - Epoch [30][460/3757] lr: 1.000e-02, eta: 6 days, 1:20:53, time: 1.974, data_time: 0.025, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7570, loss_cls: 2.0612, loss: 2.0612, grad_norm: 5.4075 2020-07-27 15:13:30,161 - mmaction - INFO - Epoch [30][480/3757] lr: 1.000e-02, eta: 6 days, 1:20:14, time: 1.970, data_time: 0.012, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7500, loss_cls: 2.0578, loss: 2.0578, grad_norm: 5.3743 2020-07-27 15:14:11,243 - mmaction - INFO - Epoch [30][500/3757] lr: 1.000e-02, eta: 6 days, 1:19:39, time: 2.054, data_time: 0.010, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7586, loss_cls: 2.0232, loss: 2.0232, grad_norm: 5.5363 2020-07-27 15:14:48,283 - mmaction - INFO - Epoch [30][520/3757] lr: 1.000e-02, eta: 6 days, 1:18:55, time: 1.854, data_time: 0.139, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7578, loss_cls: 1.9789, loss: 1.9789, grad_norm: 5.4848 2020-07-27 15:15:29,954 - mmaction - INFO - Epoch [30][540/3757] lr: 1.000e-02, eta: 6 days, 1:18:21, time: 2.080, data_time: 0.211, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7672, loss_cls: 2.0100, loss: 2.0100, grad_norm: 5.6170 2020-07-27 15:16:09,834 - mmaction - INFO - Epoch [30][560/3757] lr: 1.000e-02, eta: 6 days, 1:17:43, time: 1.998, data_time: 0.156, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7664, loss_cls: 1.9882, loss: 1.9882, grad_norm: 5.7305 2020-07-27 15:16:47,868 - mmaction - INFO - Epoch [30][580/3757] lr: 1.000e-02, eta: 6 days, 1:17:01, time: 1.900, data_time: 0.008, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7672, loss_cls: 1.9894, loss: 1.9894, grad_norm: 5.6108 2020-07-27 15:17:22,888 - mmaction - INFO - Epoch [30][600/3757] lr: 1.000e-02, eta: 6 days, 1:16:11, time: 1.752, data_time: 0.004, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7664, loss_cls: 2.0055, loss: 2.0055, grad_norm: 5.6371 2020-07-27 15:18:01,253 - mmaction - INFO - Epoch [30][620/3757] lr: 1.000e-02, eta: 6 days, 1:15:29, time: 1.914, data_time: 0.009, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7852, loss_cls: 1.9441, loss: 1.9441, grad_norm: 5.7680 2020-07-27 15:18:41,939 - mmaction - INFO - Epoch [30][640/3757] lr: 1.000e-02, eta: 6 days, 1:14:53, time: 2.036, data_time: 0.009, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7656, loss_cls: 2.0519, loss: 2.0519, grad_norm: 5.8535 2020-07-27 15:19:21,205 - mmaction - INFO - Epoch [30][660/3757] lr: 1.000e-02, eta: 6 days, 1:14:14, time: 1.963, data_time: 0.009, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7688, loss_cls: 2.0444, loss: 2.0444, grad_norm: 5.7362 2020-07-27 15:20:00,394 - mmaction - INFO - Epoch [30][680/3757] lr: 1.000e-02, eta: 6 days, 1:13:35, time: 1.961, data_time: 0.010, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7469, loss_cls: 2.1177, loss: 2.1177, grad_norm: 5.6680 2020-07-27 15:20:38,316 - mmaction - INFO - Epoch [30][700/3757] lr: 1.000e-02, eta: 6 days, 1:12:52, time: 1.898, data_time: 0.004, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7500, loss_cls: 2.0722, loss: 2.0722, grad_norm: 5.6394 2020-07-27 15:21:17,286 - mmaction - INFO - Epoch [30][720/3757] lr: 1.000e-02, eta: 6 days, 1:12:12, time: 1.948, data_time: 0.008, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7656, loss_cls: 2.0139, loss: 2.0139, grad_norm: 5.4930 2020-07-27 15:21:55,154 - mmaction - INFO - Epoch [30][740/3757] lr: 1.000e-02, eta: 6 days, 1:11:29, time: 1.894, data_time: 0.003, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 2.0065, loss: 2.0065, grad_norm: 5.5883 2020-07-27 15:22:31,324 - mmaction - INFO - Epoch [30][760/3757] lr: 1.000e-02, eta: 6 days, 1:10:42, time: 1.799, data_time: 0.002, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7773, loss_cls: 1.9958, loss: 1.9958, grad_norm: 5.7276 2020-07-27 15:23:09,499 - mmaction - INFO - Epoch [30][780/3757] lr: 1.000e-02, eta: 6 days, 1:10:00, time: 1.917, data_time: 0.012, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7516, loss_cls: 2.0181, loss: 2.0181, grad_norm: 5.5691 2020-07-27 15:23:50,006 - mmaction - INFO - Epoch [30][800/3757] lr: 1.000e-02, eta: 6 days, 1:09:24, time: 2.019, data_time: 0.023, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7500, loss_cls: 2.0534, loss: 2.0534, grad_norm: 5.6881 2020-07-27 15:24:28,623 - mmaction - INFO - Epoch [30][820/3757] lr: 1.000e-02, eta: 6 days, 1:08:43, time: 1.937, data_time: 0.010, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7688, loss_cls: 2.0844, loss: 2.0844, grad_norm: 5.5929 2020-07-27 15:25:10,159 - mmaction - INFO - Epoch [30][840/3757] lr: 1.000e-02, eta: 6 days, 1:08:09, time: 2.074, data_time: 0.003, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7422, loss_cls: 2.1346, loss: 2.1346, grad_norm: 5.7750 2020-07-27 15:25:48,874 - mmaction - INFO - Epoch [30][860/3757] lr: 1.000e-02, eta: 6 days, 1:07:28, time: 1.938, data_time: 0.008, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7484, loss_cls: 2.1306, loss: 2.1306, grad_norm: 5.7673 2020-07-27 15:26:27,551 - mmaction - INFO - Epoch [30][880/3757] lr: 1.000e-02, eta: 6 days, 1:06:47, time: 1.925, data_time: 0.008, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7578, loss_cls: 2.0742, loss: 2.0742, grad_norm: 5.5325 2020-07-27 15:27:04,836 - mmaction - INFO - Epoch [30][900/3757] lr: 1.000e-02, eta: 6 days, 1:06:03, time: 1.873, data_time: 0.016, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7570, loss_cls: 2.0599, loss: 2.0599, grad_norm: 5.6515 2020-07-27 15:27:43,464 - mmaction - INFO - Epoch [30][920/3757] lr: 1.000e-02, eta: 6 days, 1:05:22, time: 1.932, data_time: 0.003, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7438, loss_cls: 2.1053, loss: 2.1053, grad_norm: 5.7488 2020-07-27 15:28:21,562 - mmaction - INFO - Epoch [30][940/3757] lr: 1.000e-02, eta: 6 days, 1:04:40, time: 1.895, data_time: 0.006, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7352, loss_cls: 2.1950, loss: 2.1950, grad_norm: 5.8684 2020-07-27 15:29:02,323 - mmaction - INFO - Epoch [30][960/3757] lr: 1.000e-02, eta: 6 days, 1:04:04, time: 2.046, data_time: 0.041, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7516, loss_cls: 2.1542, loss: 2.1542, grad_norm: 5.6755 2020-07-27 15:29:42,448 - mmaction - INFO - Epoch [30][980/3757] lr: 1.000e-02, eta: 6 days, 1:03:27, time: 1.998, data_time: 0.009, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7438, loss_cls: 2.1952, loss: 2.1952, grad_norm: 5.6538 2020-07-27 15:30:18,289 - mmaction - INFO - Epoch [30][1000/3757] lr: 1.000e-02, eta: 6 days, 1:02:39, time: 1.796, data_time: 0.011, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7883, loss_cls: 1.9233, loss: 1.9233, grad_norm: 5.3478 2020-07-27 15:30:58,342 - mmaction - INFO - Epoch [30][1020/3757] lr: 1.000e-02, eta: 6 days, 1:02:02, time: 2.007, data_time: 0.011, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7648, loss_cls: 2.0328, loss: 2.0328, grad_norm: 5.6537 2020-07-27 15:31:37,186 - mmaction - INFO - Epoch [30][1040/3757] lr: 1.000e-02, eta: 6 days, 1:01:21, time: 1.935, data_time: 0.008, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7734, loss_cls: 2.0006, loss: 2.0006, grad_norm: 5.5430 2020-07-27 15:32:18,966 - mmaction - INFO - Epoch [30][1060/3757] lr: 1.000e-02, eta: 6 days, 1:00:48, time: 2.093, data_time: 0.010, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7438, loss_cls: 2.0762, loss: 2.0762, grad_norm: 5.6792 2020-07-27 15:32:57,305 - mmaction - INFO - Epoch [30][1080/3757] lr: 1.000e-02, eta: 6 days, 1:00:07, time: 1.917, data_time: 0.280, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7602, loss_cls: 2.0499, loss: 2.0499, grad_norm: 5.4708 2020-07-27 15:33:36,492 - mmaction - INFO - Epoch [30][1100/3757] lr: 1.000e-02, eta: 6 days, 0:59:27, time: 1.961, data_time: 0.020, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7523, loss_cls: 2.0320, loss: 2.0320, grad_norm: 5.4433 2020-07-27 15:34:15,148 - mmaction - INFO - Epoch [30][1120/3757] lr: 1.000e-02, eta: 6 days, 0:58:46, time: 1.927, data_time: 0.106, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7719, loss_cls: 1.9885, loss: 1.9885, grad_norm: 5.2978 2020-07-27 15:34:52,580 - mmaction - INFO - Epoch [30][1140/3757] lr: 1.000e-02, eta: 6 days, 0:58:03, time: 1.880, data_time: 0.114, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7703, loss_cls: 1.9415, loss: 1.9415, grad_norm: 5.3629 2020-07-27 15:35:30,149 - mmaction - INFO - Epoch [30][1160/3757] lr: 1.000e-02, eta: 6 days, 0:57:19, time: 1.874, data_time: 0.519, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7570, loss_cls: 2.0560, loss: 2.0560, grad_norm: 5.5240 2020-07-27 15:36:08,687 - mmaction - INFO - Epoch [30][1180/3757] lr: 1.000e-02, eta: 6 days, 0:56:38, time: 1.930, data_time: 0.009, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7672, loss_cls: 2.0413, loss: 2.0413, grad_norm: 5.6817 2020-07-27 15:36:51,618 - mmaction - INFO - Epoch [30][1200/3757] lr: 1.000e-02, eta: 6 days, 0:56:07, time: 2.146, data_time: 0.126, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7727, loss_cls: 1.9892, loss: 1.9892, grad_norm: 5.6195 2020-07-27 15:37:33,085 - mmaction - INFO - Epoch [30][1220/3757] lr: 1.000e-02, eta: 6 days, 0:55:33, time: 2.076, data_time: 0.005, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7711, loss_cls: 1.9712, loss: 1.9712, grad_norm: 5.4700 2020-07-27 15:38:09,375 - mmaction - INFO - Epoch [30][1240/3757] lr: 1.000e-02, eta: 6 days, 0:54:47, time: 1.815, data_time: 0.012, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7766, loss_cls: 1.9829, loss: 1.9829, grad_norm: 5.6534 2020-07-27 15:38:45,375 - mmaction - INFO - Epoch [30][1260/3757] lr: 1.000e-02, eta: 6 days, 0:54:00, time: 1.799, data_time: 0.034, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.0720, loss: 2.0720, grad_norm: 5.7178 2020-07-27 15:39:25,226 - mmaction - INFO - Epoch [30][1280/3757] lr: 1.000e-02, eta: 6 days, 0:53:21, time: 1.985, data_time: 0.052, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 2.0577, loss: 2.0577, grad_norm: 5.5579 2020-07-27 15:40:07,402 - mmaction - INFO - Epoch [30][1300/3757] lr: 1.000e-02, eta: 6 days, 0:52:49, time: 2.114, data_time: 0.010, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7570, loss_cls: 2.0805, loss: 2.0805, grad_norm: 5.6031 2020-07-27 15:40:46,846 - mmaction - INFO - Epoch [30][1320/3757] lr: 1.000e-02, eta: 6 days, 0:52:10, time: 1.968, data_time: 0.004, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7602, loss_cls: 2.0469, loss: 2.0469, grad_norm: 5.7704 2020-07-27 15:41:24,221 - mmaction - INFO - Epoch [30][1340/3757] lr: 1.000e-02, eta: 6 days, 0:51:26, time: 1.876, data_time: 0.011, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7750, loss_cls: 1.9594, loss: 1.9594, grad_norm: 5.6114 2020-07-27 15:42:06,301 - mmaction - INFO - Epoch [30][1360/3757] lr: 1.000e-02, eta: 6 days, 0:50:53, time: 2.096, data_time: 0.008, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7430, loss_cls: 2.0877, loss: 2.0877, grad_norm: 5.6178 2020-07-27 15:42:43,131 - mmaction - INFO - Epoch [30][1380/3757] lr: 1.000e-02, eta: 6 days, 0:50:08, time: 1.848, data_time: 0.011, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7500, loss_cls: 2.0413, loss: 2.0413, grad_norm: 5.4585 2020-07-27 15:43:23,539 - mmaction - INFO - Epoch [30][1400/3757] lr: 1.000e-02, eta: 6 days, 0:49:31, time: 2.012, data_time: 0.103, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7797, loss_cls: 1.9774, loss: 1.9774, grad_norm: 5.4593 2020-07-27 15:44:02,541 - mmaction - INFO - Epoch [30][1420/3757] lr: 1.000e-02, eta: 6 days, 0:48:52, time: 1.961, data_time: 0.016, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7648, loss_cls: 1.9934, loss: 1.9934, grad_norm: 5.5098 2020-07-27 15:44:41,815 - mmaction - INFO - Epoch [30][1440/3757] lr: 1.000e-02, eta: 6 days, 0:48:12, time: 1.957, data_time: 0.009, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7648, loss_cls: 2.0058, loss: 2.0058, grad_norm: 5.4915 2020-07-27 15:45:20,103 - mmaction - INFO - Epoch [30][1460/3757] lr: 1.000e-02, eta: 6 days, 0:47:30, time: 1.912, data_time: 0.010, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7469, loss_cls: 2.1321, loss: 2.1321, grad_norm: 5.6656 2020-07-27 15:45:58,687 - mmaction - INFO - Epoch [30][1480/3757] lr: 1.000e-02, eta: 6 days, 0:46:50, time: 1.935, data_time: 0.011, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7492, loss_cls: 2.0969, loss: 2.0969, grad_norm: 5.7264 2020-07-27 15:46:37,669 - mmaction - INFO - Epoch [30][1500/3757] lr: 1.000e-02, eta: 6 days, 0:46:09, time: 1.942, data_time: 0.026, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7555, loss_cls: 2.1189, loss: 2.1189, grad_norm: 5.7159 2020-07-27 15:47:20,197 - mmaction - INFO - Epoch [30][1520/3757] lr: 1.000e-02, eta: 6 days, 0:45:38, time: 2.135, data_time: 0.194, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7852, loss_cls: 1.9687, loss: 1.9687, grad_norm: 5.6346 2020-07-27 15:47:59,850 - mmaction - INFO - Epoch [30][1540/3757] lr: 1.000e-02, eta: 6 days, 0:45:00, time: 1.983, data_time: 0.003, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7391, loss_cls: 2.1559, loss: 2.1559, grad_norm: 5.6061 2020-07-27 15:48:37,739 - mmaction - INFO - Epoch [30][1560/3757] lr: 1.000e-02, eta: 6 days, 0:44:17, time: 1.888, data_time: 0.055, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7570, loss_cls: 2.0529, loss: 2.0529, grad_norm: 5.4512 2020-07-27 15:49:18,370 - mmaction - INFO - Epoch [30][1580/3757] lr: 1.000e-02, eta: 6 days, 0:43:41, time: 2.031, data_time: 0.324, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7539, loss_cls: 2.0740, loss: 2.0740, grad_norm: 5.6239 2020-07-27 15:49:55,276 - mmaction - INFO - Epoch [30][1600/3757] lr: 1.000e-02, eta: 6 days, 0:42:56, time: 1.852, data_time: 0.070, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7570, loss_cls: 2.0382, loss: 2.0382, grad_norm: 5.4623 2020-07-27 15:50:33,291 - mmaction - INFO - Epoch [30][1620/3757] lr: 1.000e-02, eta: 6 days, 0:42:14, time: 1.900, data_time: 0.110, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7367, loss_cls: 2.1882, loss: 2.1882, grad_norm: 5.8585 2020-07-27 15:51:13,236 - mmaction - INFO - Epoch [30][1640/3757] lr: 1.000e-02, eta: 6 days, 0:41:36, time: 1.995, data_time: 0.003, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7430, loss_cls: 2.0683, loss: 2.0683, grad_norm: 5.6264 2020-07-27 15:51:51,198 - mmaction - INFO - Epoch [30][1660/3757] lr: 1.000e-02, eta: 6 days, 0:40:53, time: 1.901, data_time: 0.006, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7570, loss_cls: 2.0749, loss: 2.0749, grad_norm: 5.6176 2020-07-27 15:52:28,883 - mmaction - INFO - Epoch [30][1680/3757] lr: 1.000e-02, eta: 6 days, 0:40:10, time: 1.884, data_time: 0.009, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7469, loss_cls: 2.1398, loss: 2.1398, grad_norm: 5.6562 2020-07-27 15:53:10,528 - mmaction - INFO - Epoch [30][1700/3757] lr: 1.000e-02, eta: 6 days, 0:39:36, time: 2.080, data_time: 0.002, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7570, loss_cls: 2.0632, loss: 2.0632, grad_norm: 5.6040 2020-07-27 15:53:47,076 - mmaction - INFO - Epoch [30][1720/3757] lr: 1.000e-02, eta: 6 days, 0:38:51, time: 1.830, data_time: 0.007, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7641, loss_cls: 2.0188, loss: 2.0188, grad_norm: 5.6180 2020-07-27 15:54:26,849 - mmaction - INFO - Epoch [30][1740/3757] lr: 1.000e-02, eta: 6 days, 0:38:12, time: 1.984, data_time: 0.007, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7406, loss_cls: 2.0913, loss: 2.0913, grad_norm: 5.6294 2020-07-27 15:55:03,191 - mmaction - INFO - Epoch [30][1760/3757] lr: 1.000e-02, eta: 6 days, 0:37:26, time: 1.821, data_time: 0.019, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7672, loss_cls: 1.9603, loss: 1.9603, grad_norm: 5.4767 2020-07-27 15:55:42,280 - mmaction - INFO - Epoch [30][1780/3757] lr: 1.000e-02, eta: 6 days, 0:36:46, time: 1.952, data_time: 0.003, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7523, loss_cls: 2.1059, loss: 2.1059, grad_norm: 5.7625 2020-07-27 15:56:21,454 - mmaction - INFO - Epoch [30][1800/3757] lr: 1.000e-02, eta: 6 days, 0:36:07, time: 1.962, data_time: 0.012, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7617, loss_cls: 2.0403, loss: 2.0403, grad_norm: 5.6572 2020-07-27 15:57:01,626 - mmaction - INFO - Epoch [30][1820/3757] lr: 1.000e-02, eta: 6 days, 0:35:29, time: 1.998, data_time: 0.006, memory: 5170, top1_acc: 0.5523, top5_acc: 0.7609, loss_cls: 1.9831, loss: 1.9831, grad_norm: 5.3741 2020-07-27 15:57:42,112 - mmaction - INFO - Epoch [30][1840/3757] lr: 1.000e-02, eta: 6 days, 0:34:53, time: 2.031, data_time: 0.014, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7406, loss_cls: 2.1684, loss: 2.1684, grad_norm: 5.7822 2020-07-27 15:58:20,606 - mmaction - INFO - Epoch [30][1860/3757] lr: 1.000e-02, eta: 6 days, 0:34:11, time: 1.922, data_time: 0.008, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7258, loss_cls: 2.2006, loss: 2.2006, grad_norm: 5.5841 2020-07-27 15:58:57,403 - mmaction - INFO - Epoch [30][1880/3757] lr: 1.000e-02, eta: 6 days, 0:33:26, time: 1.845, data_time: 0.009, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7789, loss_cls: 1.9995, loss: 1.9995, grad_norm: 5.4952 2020-07-27 15:59:37,304 - mmaction - INFO - Epoch [30][1900/3757] lr: 1.000e-02, eta: 6 days, 0:32:48, time: 1.992, data_time: 0.018, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7656, loss_cls: 2.0203, loss: 2.0203, grad_norm: 5.5190 2020-07-27 16:00:15,038 - mmaction - INFO - Epoch [30][1920/3757] lr: 1.000e-02, eta: 6 days, 0:32:05, time: 1.874, data_time: 0.006, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7586, loss_cls: 2.0792, loss: 2.0792, grad_norm: 5.5576 2020-07-27 16:00:55,476 - mmaction - INFO - Epoch [30][1940/3757] lr: 1.000e-02, eta: 6 days, 0:31:29, time: 2.033, data_time: 0.753, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7617, loss_cls: 2.1084, loss: 2.1084, grad_norm: 5.6163 2020-07-27 16:01:37,358 - mmaction - INFO - Epoch [30][1960/3757] lr: 1.000e-02, eta: 6 days, 0:30:56, time: 2.100, data_time: 0.241, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7406, loss_cls: 2.1688, loss: 2.1688, grad_norm: 5.7163 2020-07-27 16:02:15,090 - mmaction - INFO - Epoch [30][1980/3757] lr: 1.000e-02, eta: 6 days, 0:30:13, time: 1.879, data_time: 0.007, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7484, loss_cls: 2.1468, loss: 2.1468, grad_norm: 5.6467 2020-07-27 16:02:54,671 - mmaction - INFO - Epoch [30][2000/3757] lr: 1.000e-02, eta: 6 days, 0:29:34, time: 1.981, data_time: 0.010, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7430, loss_cls: 2.1659, loss: 2.1659, grad_norm: 5.6088 2020-07-27 16:03:35,311 - mmaction - INFO - Epoch [30][2020/3757] lr: 1.000e-02, eta: 6 days, 0:28:58, time: 2.030, data_time: 0.013, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7594, loss_cls: 2.0564, loss: 2.0564, grad_norm: 5.5154 2020-07-27 16:04:11,729 - mmaction - INFO - Epoch [30][2040/3757] lr: 1.000e-02, eta: 6 days, 0:28:12, time: 1.827, data_time: 0.009, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7375, loss_cls: 2.2018, loss: 2.2018, grad_norm: 5.7713 2020-07-27 16:04:51,518 - mmaction - INFO - Epoch [30][2060/3757] lr: 1.000e-02, eta: 6 days, 0:27:34, time: 1.990, data_time: 0.003, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7758, loss_cls: 2.0085, loss: 2.0085, grad_norm: 5.3836 2020-07-27 16:05:34,680 - mmaction - INFO - Epoch [30][2080/3757] lr: 1.000e-02, eta: 6 days, 0:27:04, time: 2.152, data_time: 0.003, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7617, loss_cls: 2.0444, loss: 2.0444, grad_norm: 5.7340 2020-07-27 16:06:10,619 - mmaction - INFO - Epoch [30][2100/3757] lr: 1.000e-02, eta: 6 days, 0:26:16, time: 1.802, data_time: 0.013, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7633, loss_cls: 2.0341, loss: 2.0341, grad_norm: 5.6054 2020-07-27 16:06:48,663 - mmaction - INFO - Epoch [30][2120/3757] lr: 1.000e-02, eta: 6 days, 0:25:34, time: 1.904, data_time: 0.009, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7555, loss_cls: 2.1002, loss: 2.1002, grad_norm: 5.8033 2020-07-27 16:07:28,839 - mmaction - INFO - Epoch [30][2140/3757] lr: 1.000e-02, eta: 6 days, 0:24:57, time: 2.009, data_time: 0.013, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7766, loss_cls: 2.0308, loss: 2.0308, grad_norm: 5.7236 2020-07-27 16:08:06,601 - mmaction - INFO - Epoch [30][2160/3757] lr: 1.000e-02, eta: 6 days, 0:24:14, time: 1.884, data_time: 0.021, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7312, loss_cls: 2.1559, loss: 2.1559, grad_norm: 5.7323 2020-07-27 16:08:47,161 - mmaction - INFO - Epoch [30][2180/3757] lr: 1.000e-02, eta: 6 days, 0:23:38, time: 2.029, data_time: 0.423, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7453, loss_cls: 2.1771, loss: 2.1771, grad_norm: 5.7042 2020-07-27 16:09:23,417 - mmaction - INFO - Epoch [30][2200/3757] lr: 1.000e-02, eta: 6 days, 0:22:51, time: 1.815, data_time: 0.376, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7570, loss_cls: 2.0501, loss: 2.0501, grad_norm: 5.4767 2020-07-27 16:10:02,730 - mmaction - INFO - Epoch [30][2220/3757] lr: 1.000e-02, eta: 6 days, 0:22:12, time: 1.964, data_time: 0.003, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7547, loss_cls: 2.0621, loss: 2.0621, grad_norm: 5.6141 2020-07-27 16:10:43,216 - mmaction - INFO - Epoch [30][2240/3757] lr: 1.000e-02, eta: 6 days, 0:21:35, time: 2.022, data_time: 0.004, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7516, loss_cls: 2.0731, loss: 2.0731, grad_norm: 5.6183 2020-07-27 16:11:22,843 - mmaction - INFO - Epoch [30][2260/3757] lr: 1.000e-02, eta: 6 days, 0:20:57, time: 1.985, data_time: 0.013, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7547, loss_cls: 2.0764, loss: 2.0764, grad_norm: 5.7159 2020-07-27 16:12:02,117 - mmaction - INFO - Epoch [30][2280/3757] lr: 1.000e-02, eta: 6 days, 0:20:18, time: 1.962, data_time: 0.173, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7367, loss_cls: 2.1725, loss: 2.1725, grad_norm: 5.7912 2020-07-27 16:12:41,295 - mmaction - INFO - Epoch [30][2300/3757] lr: 1.000e-02, eta: 6 days, 0:19:38, time: 1.957, data_time: 0.263, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7570, loss_cls: 2.0516, loss: 2.0516, grad_norm: 5.5108 2020-07-27 16:13:20,205 - mmaction - INFO - Epoch [30][2320/3757] lr: 1.000e-02, eta: 6 days, 0:18:58, time: 1.950, data_time: 0.007, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7398, loss_cls: 2.1611, loss: 2.1611, grad_norm: 5.5795 2020-07-27 16:13:56,957 - mmaction - INFO - Epoch [30][2340/3757] lr: 1.000e-02, eta: 6 days, 0:18:12, time: 1.829, data_time: 0.006, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7594, loss_cls: 2.0289, loss: 2.0289, grad_norm: 5.3776 2020-07-27 16:14:36,783 - mmaction - INFO - Epoch [30][2360/3757] lr: 1.000e-02, eta: 6 days, 0:17:34, time: 1.993, data_time: 0.071, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7570, loss_cls: 2.0654, loss: 2.0654, grad_norm: 5.5461 2020-07-27 16:15:16,018 - mmaction - INFO - Epoch [30][2380/3757] lr: 1.000e-02, eta: 6 days, 0:16:55, time: 1.963, data_time: 0.009, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7461, loss_cls: 2.1494, loss: 2.1494, grad_norm: 5.7542 2020-07-27 16:15:55,012 - mmaction - INFO - Epoch [30][2400/3757] lr: 1.000e-02, eta: 6 days, 0:16:15, time: 1.953, data_time: 0.009, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7531, loss_cls: 2.0299, loss: 2.0299, grad_norm: 5.5631 2020-07-27 16:16:32,543 - mmaction - INFO - Epoch [30][2420/3757] lr: 1.000e-02, eta: 6 days, 0:15:31, time: 1.872, data_time: 0.189, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7492, loss_cls: 2.1031, loss: 2.1031, grad_norm: 5.6590 2020-07-27 16:17:12,872 - mmaction - INFO - Epoch [30][2440/3757] lr: 1.000e-02, eta: 6 days, 0:14:55, time: 2.021, data_time: 0.364, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7648, loss_cls: 2.0386, loss: 2.0386, grad_norm: 5.5994 2020-07-27 16:17:51,432 - mmaction - INFO - Epoch [30][2460/3757] lr: 1.000e-02, eta: 6 days, 0:14:14, time: 1.928, data_time: 0.307, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7531, loss_cls: 2.0381, loss: 2.0381, grad_norm: 5.5601 2020-07-27 16:18:27,280 - mmaction - INFO - Epoch [30][2480/3757] lr: 1.000e-02, eta: 6 days, 0:13:26, time: 1.783, data_time: 0.009, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7703, loss_cls: 2.0121, loss: 2.0121, grad_norm: 5.6987 2020-07-27 16:19:07,592 - mmaction - INFO - Epoch [30][2500/3757] lr: 1.000e-02, eta: 6 days, 0:12:49, time: 2.022, data_time: 0.013, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7469, loss_cls: 2.0243, loss: 2.0243, grad_norm: 5.4602 2020-07-27 16:19:47,106 - mmaction - INFO - Epoch [30][2520/3757] lr: 1.000e-02, eta: 6 days, 0:12:11, time: 1.977, data_time: 0.574, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7750, loss_cls: 1.9401, loss: 1.9401, grad_norm: 5.5593 2020-07-27 16:20:25,667 - mmaction - INFO - Epoch [30][2540/3757] lr: 1.000e-02, eta: 6 days, 0:11:29, time: 1.925, data_time: 0.486, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7461, loss_cls: 2.0879, loss: 2.0879, grad_norm: 5.6709 2020-07-27 16:21:03,902 - mmaction - INFO - Epoch [30][2560/3757] lr: 1.000e-02, eta: 6 days, 0:10:48, time: 1.918, data_time: 0.117, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7555, loss_cls: 2.0039, loss: 2.0039, grad_norm: 5.4692 2020-07-27 16:21:44,961 - mmaction - INFO - Epoch [30][2580/3757] lr: 1.000e-02, eta: 6 days, 0:10:12, time: 2.046, data_time: 0.008, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7516, loss_cls: 2.0922, loss: 2.0922, grad_norm: 5.5518 2020-07-27 16:22:23,840 - mmaction - INFO - Epoch [30][2600/3757] lr: 1.000e-02, eta: 6 days, 0:09:32, time: 1.951, data_time: 0.009, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7586, loss_cls: 2.0832, loss: 2.0832, grad_norm: 5.4552 2020-07-27 16:23:05,157 - mmaction - INFO - Epoch [30][2620/3757] lr: 1.000e-02, eta: 6 days, 0:08:58, time: 2.065, data_time: 0.002, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7609, loss_cls: 2.0528, loss: 2.0528, grad_norm: 5.5282 2020-07-27 16:23:42,870 - mmaction - INFO - Epoch [30][2640/3757] lr: 1.000e-02, eta: 6 days, 0:08:15, time: 1.883, data_time: 0.003, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7461, loss_cls: 2.1522, loss: 2.1522, grad_norm: 5.7326 2020-07-27 16:24:21,862 - mmaction - INFO - Epoch [30][2660/3757] lr: 1.000e-02, eta: 6 days, 0:07:35, time: 1.951, data_time: 0.017, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7625, loss_cls: 2.0453, loss: 2.0453, grad_norm: 5.5622 2020-07-27 16:25:02,473 - mmaction - INFO - Epoch [30][2680/3757] lr: 1.000e-02, eta: 6 days, 0:06:59, time: 2.032, data_time: 0.004, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7555, loss_cls: 2.1175, loss: 2.1175, grad_norm: 5.7134 2020-07-27 16:25:39,142 - mmaction - INFO - Epoch [30][2700/3757] lr: 1.000e-02, eta: 6 days, 0:06:13, time: 1.829, data_time: 0.016, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7359, loss_cls: 2.1846, loss: 2.1846, grad_norm: 5.7241 2020-07-27 16:26:21,080 - mmaction - INFO - Epoch [30][2720/3757] lr: 1.000e-02, eta: 6 days, 0:05:40, time: 2.093, data_time: 0.013, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7617, loss_cls: 2.1155, loss: 2.1155, grad_norm: 5.6825 2020-07-27 16:27:00,062 - mmaction - INFO - Epoch [30][2740/3757] lr: 1.000e-02, eta: 6 days, 0:05:00, time: 1.956, data_time: 0.012, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7547, loss_cls: 2.0683, loss: 2.0683, grad_norm: 5.5536 2020-07-27 16:27:32,806 - mmaction - INFO - Epoch [30][2760/3757] lr: 1.000e-02, eta: 6 days, 0:04:05, time: 1.634, data_time: 0.010, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7477, loss_cls: 2.0896, loss: 2.0896, grad_norm: 5.5381 2020-07-27 16:28:11,696 - mmaction - INFO - Epoch [30][2780/3757] lr: 1.000e-02, eta: 6 days, 0:03:25, time: 1.949, data_time: 0.010, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7664, loss_cls: 2.0225, loss: 2.0225, grad_norm: 5.5352 2020-07-27 16:28:51,268 - mmaction - INFO - Epoch [30][2800/3757] lr: 1.000e-02, eta: 6 days, 0:02:46, time: 1.973, data_time: 0.111, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7383, loss_cls: 2.0634, loss: 2.0634, grad_norm: 5.4548 2020-07-27 16:29:31,658 - mmaction - INFO - Epoch [30][2820/3757] lr: 1.000e-02, eta: 6 days, 0:02:10, time: 2.024, data_time: 0.017, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7633, loss_cls: 1.9864, loss: 1.9864, grad_norm: 5.6090 2020-07-27 16:30:09,346 - mmaction - INFO - Epoch [30][2840/3757] lr: 1.000e-02, eta: 6 days, 0:01:27, time: 1.885, data_time: 0.009, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7688, loss_cls: 2.0013, loss: 2.0013, grad_norm: 5.7025 2020-07-27 16:30:53,285 - mmaction - INFO - Epoch [30][2860/3757] lr: 1.000e-02, eta: 6 days, 0:00:58, time: 2.197, data_time: 0.016, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7602, loss_cls: 2.0697, loss: 2.0697, grad_norm: 5.6695 2020-07-27 16:31:30,620 - mmaction - INFO - Epoch [30][2880/3757] lr: 1.000e-02, eta: 6 days, 0:00:14, time: 1.860, data_time: 0.013, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7562, loss_cls: 2.0746, loss: 2.0746, grad_norm: 5.6393 2020-07-27 16:32:11,458 - mmaction - INFO - Epoch [30][2900/3757] lr: 1.000e-02, eta: 5 days, 23:59:38, time: 2.039, data_time: 0.011, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7609, loss_cls: 2.0570, loss: 2.0570, grad_norm: 5.6384 2020-07-27 16:32:51,205 - mmaction - INFO - Epoch [30][2920/3757] lr: 1.000e-02, eta: 5 days, 23:59:00, time: 1.994, data_time: 0.012, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7680, loss_cls: 2.0675, loss: 2.0675, grad_norm: 5.6472 2020-07-27 16:33:30,442 - mmaction - INFO - Epoch [30][2940/3757] lr: 1.000e-02, eta: 5 days, 23:58:21, time: 1.963, data_time: 0.009, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7336, loss_cls: 2.1862, loss: 2.1862, grad_norm: 5.5744 2020-07-27 16:34:10,118 - mmaction - INFO - Epoch [30][2960/3757] lr: 1.000e-02, eta: 5 days, 23:57:43, time: 1.985, data_time: 0.020, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7414, loss_cls: 2.1699, loss: 2.1699, grad_norm: 5.5998 2020-07-27 16:34:46,727 - mmaction - INFO - Epoch [30][2980/3757] lr: 1.000e-02, eta: 5 days, 23:56:57, time: 1.822, data_time: 0.002, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7281, loss_cls: 2.2285, loss: 2.2285, grad_norm: 5.6069 2020-07-27 16:35:25,484 - mmaction - INFO - Epoch [30][3000/3757] lr: 1.000e-02, eta: 5 days, 23:56:16, time: 1.943, data_time: 0.012, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7648, loss_cls: 2.0587, loss: 2.0587, grad_norm: 5.6347 2020-07-27 16:36:03,727 - mmaction - INFO - Epoch [30][3020/3757] lr: 1.000e-02, eta: 5 days, 23:55:35, time: 1.915, data_time: 0.016, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7414, loss_cls: 2.1508, loss: 2.1508, grad_norm: 5.4463 2020-07-27 16:36:42,535 - mmaction - INFO - Epoch [30][3040/3757] lr: 1.000e-02, eta: 5 days, 23:54:54, time: 1.940, data_time: 0.015, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7320, loss_cls: 2.1705, loss: 2.1705, grad_norm: 5.4999 2020-07-27 16:37:21,478 - mmaction - INFO - Epoch [30][3060/3757] lr: 1.000e-02, eta: 5 days, 23:54:14, time: 1.948, data_time: 0.552, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7477, loss_cls: 2.0516, loss: 2.0516, grad_norm: 5.4435 2020-07-27 16:37:58,871 - mmaction - INFO - Epoch [30][3080/3757] lr: 1.000e-02, eta: 5 days, 23:53:30, time: 1.862, data_time: 0.591, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7688, loss_cls: 2.0243, loss: 2.0243, grad_norm: 5.4522 2020-07-27 16:38:37,004 - mmaction - INFO - Epoch [30][3100/3757] lr: 1.000e-02, eta: 5 days, 23:52:48, time: 1.914, data_time: 0.161, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7570, loss_cls: 2.0710, loss: 2.0710, grad_norm: 5.5363 2020-07-27 16:39:17,227 - mmaction - INFO - Epoch [30][3120/3757] lr: 1.000e-02, eta: 5 days, 23:52:11, time: 2.011, data_time: 0.081, memory: 5170, top1_acc: 0.4813, top5_acc: 0.7539, loss_cls: 2.1170, loss: 2.1170, grad_norm: 5.6885 2020-07-27 16:39:54,609 - mmaction - INFO - Epoch [30][3140/3757] lr: 1.000e-02, eta: 5 days, 23:51:27, time: 1.866, data_time: 0.183, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7695, loss_cls: 2.0275, loss: 2.0275, grad_norm: 5.4441 2020-07-27 16:40:33,868 - mmaction - INFO - Epoch [30][3160/3757] lr: 1.000e-02, eta: 5 days, 23:50:48, time: 1.967, data_time: 0.249, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7523, loss_cls: 2.1003, loss: 2.1003, grad_norm: 5.6512 2020-07-27 16:41:15,976 - mmaction - INFO - Epoch [30][3180/3757] lr: 1.000e-02, eta: 5 days, 23:50:15, time: 2.096, data_time: 0.643, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7508, loss_cls: 2.0713, loss: 2.0713, grad_norm: 5.5774 2020-07-27 16:41:54,517 - mmaction - INFO - Epoch [30][3200/3757] lr: 1.000e-02, eta: 5 days, 23:49:34, time: 1.936, data_time: 0.240, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7523, loss_cls: 2.1437, loss: 2.1437, grad_norm: 5.8138 2020-07-27 16:42:33,870 - mmaction - INFO - Epoch [30][3220/3757] lr: 1.000e-02, eta: 5 days, 23:48:55, time: 1.969, data_time: 0.337, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7492, loss_cls: 2.1034, loss: 2.1034, grad_norm: 5.5922 2020-07-27 16:43:15,964 - mmaction - INFO - Epoch [30][3240/3757] lr: 1.000e-02, eta: 5 days, 23:48:22, time: 2.101, data_time: 1.135, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7516, loss_cls: 2.1052, loss: 2.1052, grad_norm: 5.4822 2020-07-27 16:43:55,429 - mmaction - INFO - Epoch [30][3260/3757] lr: 1.000e-02, eta: 5 days, 23:47:44, time: 1.977, data_time: 0.098, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7664, loss_cls: 2.0239, loss: 2.0239, grad_norm: 5.4814 2020-07-27 16:44:29,896 - mmaction - INFO - Epoch [30][3280/3757] lr: 1.000e-02, eta: 5 days, 23:46:53, time: 1.713, data_time: 0.203, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7531, loss_cls: 2.1749, loss: 2.1749, grad_norm: 5.8122 2020-07-27 16:45:11,292 - mmaction - INFO - Epoch [30][3300/3757] lr: 1.000e-02, eta: 5 days, 23:46:19, time: 2.080, data_time: 0.026, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7297, loss_cls: 2.1878, loss: 2.1878, grad_norm: 5.5593 2020-07-27 16:45:50,737 - mmaction - INFO - Epoch [30][3320/3757] lr: 1.000e-02, eta: 5 days, 23:45:40, time: 1.971, data_time: 0.133, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7656, loss_cls: 2.0208, loss: 2.0208, grad_norm: 5.3767 2020-07-27 16:46:28,750 - mmaction - INFO - Epoch [30][3340/3757] lr: 1.000e-02, eta: 5 days, 23:44:57, time: 1.892, data_time: 0.748, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7609, loss_cls: 2.0291, loss: 2.0291, grad_norm: 5.3950 2020-07-27 16:47:05,944 - mmaction - INFO - Epoch [30][3360/3757] lr: 1.000e-02, eta: 5 days, 23:44:13, time: 1.865, data_time: 0.131, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7328, loss_cls: 2.1838, loss: 2.1838, grad_norm: 5.7577 2020-07-27 16:47:47,594 - mmaction - INFO - Epoch [30][3380/3757] lr: 1.000e-02, eta: 5 days, 23:43:39, time: 2.087, data_time: 0.052, memory: 5170, top1_acc: 0.5539, top5_acc: 0.7891, loss_cls: 1.9020, loss: 1.9020, grad_norm: 5.5192 2020-07-27 16:48:23,469 - mmaction - INFO - Epoch [30][3400/3757] lr: 1.000e-02, eta: 5 days, 23:42:52, time: 1.794, data_time: 0.008, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7555, loss_cls: 2.0854, loss: 2.0854, grad_norm: 5.7301 2020-07-27 16:49:01,822 - mmaction - INFO - Epoch [30][3420/3757] lr: 1.000e-02, eta: 5 days, 23:42:11, time: 1.915, data_time: 0.003, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7836, loss_cls: 2.0031, loss: 2.0031, grad_norm: 5.5963 2020-07-27 16:49:43,845 - mmaction - INFO - Epoch [30][3440/3757] lr: 1.000e-02, eta: 5 days, 23:41:38, time: 2.103, data_time: 0.055, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7492, loss_cls: 2.1247, loss: 2.1247, grad_norm: 5.6382 2020-07-27 16:50:23,225 - mmaction - INFO - Epoch [30][3460/3757] lr: 1.000e-02, eta: 5 days, 23:40:58, time: 1.959, data_time: 0.023, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7367, loss_cls: 2.1469, loss: 2.1469, grad_norm: 5.7267 2020-07-27 16:51:04,909 - mmaction - INFO - Epoch [30][3480/3757] lr: 1.000e-02, eta: 5 days, 23:40:25, time: 2.092, data_time: 0.012, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7375, loss_cls: 2.1507, loss: 2.1507, grad_norm: 5.7048 2020-07-27 16:51:44,115 - mmaction - INFO - Epoch [30][3500/3757] lr: 1.000e-02, eta: 5 days, 23:39:45, time: 1.963, data_time: 0.011, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7391, loss_cls: 2.1588, loss: 2.1588, grad_norm: 5.6767 2020-07-27 16:52:22,961 - mmaction - INFO - Epoch [30][3520/3757] lr: 1.000e-02, eta: 5 days, 23:39:05, time: 1.940, data_time: 0.008, memory: 5170, top1_acc: 0.4758, top5_acc: 0.7281, loss_cls: 2.2167, loss: 2.2167, grad_norm: 5.6985 2020-07-27 16:53:00,292 - mmaction - INFO - Epoch [30][3540/3757] lr: 1.000e-02, eta: 5 days, 23:38:21, time: 1.868, data_time: 0.011, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7391, loss_cls: 2.1880, loss: 2.1880, grad_norm: 5.8288 2020-07-27 16:53:40,306 - mmaction - INFO - Epoch [30][3560/3757] lr: 1.000e-02, eta: 5 days, 23:37:44, time: 2.002, data_time: 0.004, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7680, loss_cls: 2.0474, loss: 2.0474, grad_norm: 5.5715 2020-07-27 16:54:16,445 - mmaction - INFO - Epoch [30][3580/3757] lr: 1.000e-02, eta: 5 days, 23:36:57, time: 1.797, data_time: 0.007, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7602, loss_cls: 2.0553, loss: 2.0553, grad_norm: 5.5817 2020-07-27 16:54:54,643 - mmaction - INFO - Epoch [30][3600/3757] lr: 1.000e-02, eta: 5 days, 23:36:15, time: 1.920, data_time: 0.013, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7523, loss_cls: 2.0467, loss: 2.0467, grad_norm: 5.4429 2020-07-27 16:55:34,247 - mmaction - INFO - Epoch [30][3620/3757] lr: 1.000e-02, eta: 5 days, 23:35:37, time: 1.980, data_time: 0.002, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7531, loss_cls: 2.0645, loss: 2.0645, grad_norm: 5.5765 2020-07-27 16:56:13,507 - mmaction - INFO - Epoch [30][3640/3757] lr: 1.000e-02, eta: 5 days, 23:34:57, time: 1.963, data_time: 0.007, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7305, loss_cls: 2.1316, loss: 2.1316, grad_norm: 5.6485 2020-07-27 16:56:54,969 - mmaction - INFO - Epoch [30][3660/3757] lr: 1.000e-02, eta: 5 days, 23:34:23, time: 2.065, data_time: 0.008, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7688, loss_cls: 2.0281, loss: 2.0281, grad_norm: 5.4406 2020-07-27 16:57:32,399 - mmaction - INFO - Epoch [30][3680/3757] lr: 1.000e-02, eta: 5 days, 23:33:39, time: 1.880, data_time: 0.010, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7383, loss_cls: 2.1718, loss: 2.1718, grad_norm: 5.6477 2020-07-27 16:58:09,450 - mmaction - INFO - Epoch [30][3700/3757] lr: 1.000e-02, eta: 5 days, 23:32:54, time: 1.844, data_time: 0.008, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7453, loss_cls: 2.1156, loss: 2.1156, grad_norm: 5.7125 2020-07-27 16:58:49,334 - mmaction - INFO - Epoch [30][3720/3757] lr: 1.000e-02, eta: 5 days, 23:32:17, time: 2.001, data_time: 0.558, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7508, loss_cls: 2.1237, loss: 2.1237, grad_norm: 5.7313 2020-07-27 16:59:27,076 - mmaction - INFO - Epoch [30][3740/3757] lr: 1.000e-02, eta: 5 days, 23:31:34, time: 1.881, data_time: 1.303, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7414, loss_cls: 2.1680, loss: 2.1680, grad_norm: 5.8116 2020-07-27 16:59:51,977 - mmaction - INFO - Saving checkpoint at 30 epochs 2020-07-27 17:00:54,550 - mmaction - INFO - Epoch [31][20/3757] lr: 1.000e-02, eta: 5 days, 23:29:53, time: 3.036, data_time: 1.594, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7594, loss_cls: 2.0391, loss: 2.0391, grad_norm: 5.5135 2020-07-27 17:01:34,717 - mmaction - INFO - Epoch [31][40/3757] lr: 1.000e-02, eta: 5 days, 23:29:16, time: 2.021, data_time: 0.068, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7477, loss_cls: 2.0913, loss: 2.0913, grad_norm: 5.5111 2020-07-27 17:02:09,369 - mmaction - INFO - Epoch [31][60/3757] lr: 1.000e-02, eta: 5 days, 23:28:26, time: 1.735, data_time: 0.029, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7680, loss_cls: 1.9736, loss: 1.9736, grad_norm: 5.3571 2020-07-27 17:02:50,481 - mmaction - INFO - Epoch [31][80/3757] lr: 1.000e-02, eta: 5 days, 23:27:51, time: 2.056, data_time: 0.051, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7547, loss_cls: 2.0986, loss: 2.0986, grad_norm: 5.5739 2020-07-27 17:03:28,021 - mmaction - INFO - Epoch [31][100/3757] lr: 1.000e-02, eta: 5 days, 23:27:08, time: 1.871, data_time: 0.008, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7555, loss_cls: 2.0487, loss: 2.0487, grad_norm: 5.5802 2020-07-27 17:04:09,203 - mmaction - INFO - Epoch [31][120/3757] lr: 1.000e-02, eta: 5 days, 23:26:33, time: 2.064, data_time: 0.517, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7711, loss_cls: 2.0285, loss: 2.0285, grad_norm: 5.5649 2020-07-27 17:04:48,542 - mmaction - INFO - Epoch [31][140/3757] lr: 1.000e-02, eta: 5 days, 23:25:54, time: 1.961, data_time: 0.352, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7609, loss_cls: 2.0235, loss: 2.0235, grad_norm: 5.5834 2020-07-27 17:05:28,057 - mmaction - INFO - Epoch [31][160/3757] lr: 1.000e-02, eta: 5 days, 23:25:15, time: 1.979, data_time: 0.458, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7742, loss_cls: 2.0411, loss: 2.0411, grad_norm: 5.5838 2020-07-27 17:06:06,896 - mmaction - INFO - Epoch [31][180/3757] lr: 1.000e-02, eta: 5 days, 23:24:35, time: 1.943, data_time: 0.757, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7477, loss_cls: 2.1174, loss: 2.1174, grad_norm: 5.5275 2020-07-27 17:06:44,282 - mmaction - INFO - Epoch [31][200/3757] lr: 1.000e-02, eta: 5 days, 23:23:51, time: 1.871, data_time: 0.382, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7570, loss_cls: 2.0848, loss: 2.0848, grad_norm: 5.5359 2020-07-27 17:07:23,082 - mmaction - INFO - Epoch [31][220/3757] lr: 1.000e-02, eta: 5 days, 23:23:10, time: 1.934, data_time: 0.014, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7773, loss_cls: 1.9304, loss: 1.9304, grad_norm: 5.4838 2020-07-27 17:08:01,138 - mmaction - INFO - Epoch [31][240/3757] lr: 1.000e-02, eta: 5 days, 23:22:29, time: 1.908, data_time: 0.163, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7625, loss_cls: 2.0243, loss: 2.0243, grad_norm: 5.6225 2020-07-27 17:08:40,751 - mmaction - INFO - Epoch [31][260/3757] lr: 1.000e-02, eta: 5 days, 23:21:50, time: 1.973, data_time: 0.009, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7469, loss_cls: 2.1226, loss: 2.1226, grad_norm: 5.7561 2020-07-27 17:09:20,556 - mmaction - INFO - Epoch [31][280/3757] lr: 1.000e-02, eta: 5 days, 23:21:12, time: 1.996, data_time: 0.248, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7688, loss_cls: 2.0609, loss: 2.0609, grad_norm: 5.6206 2020-07-27 17:09:59,579 - mmaction - INFO - Epoch [31][300/3757] lr: 1.000e-02, eta: 5 days, 23:20:32, time: 1.953, data_time: 0.130, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7625, loss_cls: 2.0799, loss: 2.0799, grad_norm: 5.7510 2020-07-27 17:10:38,657 - mmaction - INFO - Epoch [31][320/3757] lr: 1.000e-02, eta: 5 days, 23:19:52, time: 1.946, data_time: 0.008, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7508, loss_cls: 2.1014, loss: 2.1014, grad_norm: 5.6738 2020-07-27 17:11:15,265 - mmaction - INFO - Epoch [31][340/3757] lr: 1.000e-02, eta: 5 days, 23:19:07, time: 1.839, data_time: 0.012, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7570, loss_cls: 2.0050, loss: 2.0050, grad_norm: 5.5682 2020-07-27 17:11:57,214 - mmaction - INFO - Epoch [31][360/3757] lr: 1.000e-02, eta: 5 days, 23:18:33, time: 2.090, data_time: 0.008, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7664, loss_cls: 1.9543, loss: 1.9543, grad_norm: 5.5611 2020-07-27 17:12:36,465 - mmaction - INFO - Epoch [31][380/3757] lr: 1.000e-02, eta: 5 days, 23:17:54, time: 1.963, data_time: 0.010, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7648, loss_cls: 2.0060, loss: 2.0060, grad_norm: 5.5699 2020-07-27 17:13:13,380 - mmaction - INFO - Epoch [31][400/3757] lr: 1.000e-02, eta: 5 days, 23:17:09, time: 1.852, data_time: 0.011, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7508, loss_cls: 2.0747, loss: 2.0747, grad_norm: 5.7553 2020-07-27 17:13:55,447 - mmaction - INFO - Epoch [31][420/3757] lr: 1.000e-02, eta: 5 days, 23:16:37, time: 2.102, data_time: 0.008, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7578, loss_cls: 2.0427, loss: 2.0427, grad_norm: 5.7785 2020-07-27 17:14:34,281 - mmaction - INFO - Epoch [31][440/3757] lr: 1.000e-02, eta: 5 days, 23:15:56, time: 1.944, data_time: 0.012, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7469, loss_cls: 2.0956, loss: 2.0956, grad_norm: 5.5975 2020-07-27 17:15:12,703 - mmaction - INFO - Epoch [31][460/3757] lr: 1.000e-02, eta: 5 days, 23:15:15, time: 1.920, data_time: 0.006, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7641, loss_cls: 2.0396, loss: 2.0396, grad_norm: 5.6731 2020-07-27 17:15:48,830 - mmaction - INFO - Epoch [31][480/3757] lr: 1.000e-02, eta: 5 days, 23:14:28, time: 1.806, data_time: 0.124, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7453, loss_cls: 2.0433, loss: 2.0433, grad_norm: 5.5804 2020-07-27 17:16:24,475 - mmaction - INFO - Epoch [31][500/3757] lr: 1.000e-02, eta: 5 days, 23:13:40, time: 1.775, data_time: 0.006, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7570, loss_cls: 2.0911, loss: 2.0911, grad_norm: 5.5642 2020-07-27 17:17:08,867 - mmaction - INFO - Epoch [31][520/3757] lr: 1.000e-02, eta: 5 days, 23:13:13, time: 2.224, data_time: 0.011, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7430, loss_cls: 2.1325, loss: 2.1325, grad_norm: 5.7036 2020-07-27 17:17:48,174 - mmaction - INFO - Epoch [31][540/3757] lr: 1.000e-02, eta: 5 days, 23:12:34, time: 1.962, data_time: 0.009, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7516, loss_cls: 2.0422, loss: 2.0422, grad_norm: 5.6802 2020-07-27 17:18:28,372 - mmaction - INFO - Epoch [31][560/3757] lr: 1.000e-02, eta: 5 days, 23:11:57, time: 2.014, data_time: 0.010, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7531, loss_cls: 2.1033, loss: 2.1033, grad_norm: 5.5186 2020-07-27 17:19:05,340 - mmaction - INFO - Epoch [31][580/3757] lr: 1.000e-02, eta: 5 days, 23:11:12, time: 1.845, data_time: 0.007, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7500, loss_cls: 2.0762, loss: 2.0762, grad_norm: 5.5543 2020-07-27 17:19:43,431 - mmaction - INFO - Epoch [31][600/3757] lr: 1.000e-02, eta: 5 days, 23:10:30, time: 1.911, data_time: 0.010, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7555, loss_cls: 2.0996, loss: 2.0996, grad_norm: 5.5243 2020-07-27 17:20:25,060 - mmaction - INFO - Epoch [31][620/3757] lr: 1.000e-02, eta: 5 days, 23:09:56, time: 2.079, data_time: 0.009, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7648, loss_cls: 1.9600, loss: 1.9600, grad_norm: 5.4003 2020-07-27 17:21:03,271 - mmaction - INFO - Epoch [31][640/3757] lr: 1.000e-02, eta: 5 days, 23:09:14, time: 1.911, data_time: 0.007, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7578, loss_cls: 2.0835, loss: 2.0835, grad_norm: 5.5707 2020-07-27 17:21:49,873 - mmaction - INFO - Epoch [31][660/3757] lr: 1.000e-02, eta: 5 days, 23:08:52, time: 2.331, data_time: 0.199, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7617, loss_cls: 2.0475, loss: 2.0475, grad_norm: 5.6637 2020-07-27 17:22:23,823 - mmaction - INFO - Epoch [31][680/3757] lr: 1.000e-02, eta: 5 days, 23:08:00, time: 1.690, data_time: 0.092, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7844, loss_cls: 1.9497, loss: 1.9497, grad_norm: 5.5221 2020-07-27 17:23:00,540 - mmaction - INFO - Epoch [31][700/3757] lr: 1.000e-02, eta: 5 days, 23:07:15, time: 1.833, data_time: 0.021, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7539, loss_cls: 2.0007, loss: 2.0007, grad_norm: 5.5578 2020-07-27 17:23:40,723 - mmaction - INFO - Epoch [31][720/3757] lr: 1.000e-02, eta: 5 days, 23:06:38, time: 2.015, data_time: 0.013, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7664, loss_cls: 2.0301, loss: 2.0301, grad_norm: 5.6994 2020-07-27 17:24:20,221 - mmaction - INFO - Epoch [31][740/3757] lr: 1.000e-02, eta: 5 days, 23:05:59, time: 1.977, data_time: 0.050, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7562, loss_cls: 2.0738, loss: 2.0738, grad_norm: 5.7825 2020-07-27 17:24:57,188 - mmaction - INFO - Epoch [31][760/3757] lr: 1.000e-02, eta: 5 days, 23:05:14, time: 1.850, data_time: 0.005, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7500, loss_cls: 2.0515, loss: 2.0515, grad_norm: 5.7123 2020-07-27 17:25:37,586 - mmaction - INFO - Epoch [31][780/3757] lr: 1.000e-02, eta: 5 days, 23:04:37, time: 2.014, data_time: 0.009, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7555, loss_cls: 2.0221, loss: 2.0221, grad_norm: 5.7363 2020-07-27 17:26:17,416 - mmaction - INFO - Epoch [31][800/3757] lr: 1.000e-02, eta: 5 days, 23:04:00, time: 1.998, data_time: 0.018, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7711, loss_cls: 2.0185, loss: 2.0185, grad_norm: 5.5504 2020-07-27 17:26:57,525 - mmaction - INFO - Epoch [31][820/3757] lr: 1.000e-02, eta: 5 days, 23:03:22, time: 2.004, data_time: 0.009, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7688, loss_cls: 1.9908, loss: 1.9908, grad_norm: 5.7117 2020-07-27 17:27:34,094 - mmaction - INFO - Epoch [31][840/3757] lr: 1.000e-02, eta: 5 days, 23:02:37, time: 1.830, data_time: 0.100, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7508, loss_cls: 2.0208, loss: 2.0208, grad_norm: 5.7696 2020-07-27 17:28:14,694 - mmaction - INFO - Epoch [31][860/3757] lr: 1.000e-02, eta: 5 days, 23:02:00, time: 2.023, data_time: 0.010, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7539, loss_cls: 2.0634, loss: 2.0634, grad_norm: 5.6841 2020-07-27 17:28:55,467 - mmaction - INFO - Epoch [31][880/3757] lr: 1.000e-02, eta: 5 days, 23:01:24, time: 2.043, data_time: 0.011, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7523, loss_cls: 2.1106, loss: 2.1106, grad_norm: 5.7171 2020-07-27 17:29:32,838 - mmaction - INFO - Epoch [31][900/3757] lr: 1.000e-02, eta: 5 days, 23:00:41, time: 1.865, data_time: 0.015, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7555, loss_cls: 1.9967, loss: 1.9967, grad_norm: 5.6134 2020-07-27 17:30:14,964 - mmaction - INFO - Epoch [31][920/3757] lr: 1.000e-02, eta: 5 days, 23:00:08, time: 2.107, data_time: 0.010, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7656, loss_cls: 2.0460, loss: 2.0460, grad_norm: 5.6755 2020-07-27 17:30:50,260 - mmaction - INFO - Epoch [31][940/3757] lr: 1.000e-02, eta: 5 days, 22:59:20, time: 1.770, data_time: 0.012, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7406, loss_cls: 2.1590, loss: 2.1590, grad_norm: 5.8041 2020-07-27 17:31:33,293 - mmaction - INFO - Epoch [31][960/3757] lr: 1.000e-02, eta: 5 days, 22:58:49, time: 2.149, data_time: 0.196, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7539, loss_cls: 2.0695, loss: 2.0695, grad_norm: 5.5239 2020-07-27 17:32:09,473 - mmaction - INFO - Epoch [31][980/3757] lr: 1.000e-02, eta: 5 days, 22:58:03, time: 1.813, data_time: 0.009, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7734, loss_cls: 2.0101, loss: 2.0101, grad_norm: 5.5645 2020-07-27 17:32:49,616 - mmaction - INFO - Epoch [31][1000/3757] lr: 1.000e-02, eta: 5 days, 22:57:25, time: 1.999, data_time: 0.041, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7898, loss_cls: 1.9643, loss: 1.9643, grad_norm: 5.7132 2020-07-27 17:33:28,324 - mmaction - INFO - Epoch [31][1020/3757] lr: 1.000e-02, eta: 5 days, 22:56:45, time: 1.940, data_time: 0.187, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7438, loss_cls: 2.1206, loss: 2.1206, grad_norm: 5.7040 2020-07-27 17:34:06,103 - mmaction - INFO - Epoch [31][1040/3757] lr: 1.000e-02, eta: 5 days, 22:56:02, time: 1.893, data_time: 0.084, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7531, loss_cls: 2.0829, loss: 2.0829, grad_norm: 5.6344 2020-07-27 17:34:46,730 - mmaction - INFO - Epoch [31][1060/3757] lr: 1.000e-02, eta: 5 days, 22:55:26, time: 2.029, data_time: 0.002, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7477, loss_cls: 2.0600, loss: 2.0600, grad_norm: 5.4583 2020-07-27 17:35:22,412 - mmaction - INFO - Epoch [31][1080/3757] lr: 1.000e-02, eta: 5 days, 22:54:38, time: 1.782, data_time: 0.378, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7492, loss_cls: 2.1282, loss: 2.1282, grad_norm: 5.7696 2020-07-27 17:36:03,121 - mmaction - INFO - Epoch [31][1100/3757] lr: 1.000e-02, eta: 5 days, 22:54:02, time: 2.038, data_time: 0.304, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7484, loss_cls: 2.1651, loss: 2.1651, grad_norm: 5.7152 2020-07-27 17:36:43,353 - mmaction - INFO - Epoch [31][1120/3757] lr: 1.000e-02, eta: 5 days, 22:53:25, time: 2.013, data_time: 0.009, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7352, loss_cls: 2.1446, loss: 2.1446, grad_norm: 5.6220 2020-07-27 17:37:20,008 - mmaction - INFO - Epoch [31][1140/3757] lr: 1.000e-02, eta: 5 days, 22:52:40, time: 1.831, data_time: 0.002, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7414, loss_cls: 2.0674, loss: 2.0674, grad_norm: 5.5294 2020-07-27 17:37:58,352 - mmaction - INFO - Epoch [31][1160/3757] lr: 1.000e-02, eta: 5 days, 22:51:58, time: 1.912, data_time: 0.010, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7562, loss_cls: 2.0571, loss: 2.0571, grad_norm: 5.6281 2020-07-27 17:38:38,696 - mmaction - INFO - Epoch [31][1180/3757] lr: 1.000e-02, eta: 5 days, 22:51:21, time: 2.021, data_time: 0.009, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7531, loss_cls: 2.0806, loss: 2.0806, grad_norm: 5.6325 2020-07-27 17:39:17,450 - mmaction - INFO - Epoch [31][1200/3757] lr: 1.000e-02, eta: 5 days, 22:50:41, time: 1.933, data_time: 0.109, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7594, loss_cls: 2.0147, loss: 2.0147, grad_norm: 5.3834 2020-07-27 17:39:59,499 - mmaction - INFO - Epoch [31][1220/3757] lr: 1.000e-02, eta: 5 days, 22:50:08, time: 2.108, data_time: 1.088, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7430, loss_cls: 2.1401, loss: 2.1401, grad_norm: 5.7672 2020-07-27 17:40:35,436 - mmaction - INFO - Epoch [31][1240/3757] lr: 1.000e-02, eta: 5 days, 22:49:21, time: 1.799, data_time: 0.314, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7641, loss_cls: 2.0328, loss: 2.0328, grad_norm: 5.5145 2020-07-27 17:41:14,619 - mmaction - INFO - Epoch [31][1260/3757] lr: 1.000e-02, eta: 5 days, 22:48:41, time: 1.955, data_time: 0.009, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7547, loss_cls: 2.0797, loss: 2.0797, grad_norm: 5.7125 2020-07-27 17:41:52,533 - mmaction - INFO - Epoch [31][1280/3757] lr: 1.000e-02, eta: 5 days, 22:47:59, time: 1.899, data_time: 0.008, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7547, loss_cls: 2.0650, loss: 2.0650, grad_norm: 5.7240 2020-07-27 17:42:31,293 - mmaction - INFO - Epoch [31][1300/3757] lr: 1.000e-02, eta: 5 days, 22:47:18, time: 1.932, data_time: 0.008, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7711, loss_cls: 1.9859, loss: 1.9859, grad_norm: 5.4624 2020-07-27 17:43:11,897 - mmaction - INFO - Epoch [31][1320/3757] lr: 1.000e-02, eta: 5 days, 22:46:42, time: 2.029, data_time: 0.011, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7836, loss_cls: 1.9059, loss: 1.9059, grad_norm: 5.4492 2020-07-27 17:43:48,596 - mmaction - INFO - Epoch [31][1340/3757] lr: 1.000e-02, eta: 5 days, 22:45:57, time: 1.842, data_time: 0.011, memory: 5170, top1_acc: 0.5617, top5_acc: 0.7805, loss_cls: 1.9280, loss: 1.9280, grad_norm: 5.5314 2020-07-27 17:44:30,243 - mmaction - INFO - Epoch [31][1360/3757] lr: 1.000e-02, eta: 5 days, 22:45:23, time: 2.083, data_time: 0.008, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7555, loss_cls: 2.1004, loss: 2.1004, grad_norm: 5.7876 2020-07-27 17:45:08,228 - mmaction - INFO - Epoch [31][1380/3757] lr: 1.000e-02, eta: 5 days, 22:44:41, time: 1.900, data_time: 0.003, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7320, loss_cls: 2.1475, loss: 2.1475, grad_norm: 5.7749 2020-07-27 17:45:46,777 - mmaction - INFO - Epoch [31][1400/3757] lr: 1.000e-02, eta: 5 days, 22:44:00, time: 1.927, data_time: 0.002, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7414, loss_cls: 2.0946, loss: 2.0946, grad_norm: 5.5602 2020-07-27 17:46:24,192 - mmaction - INFO - Epoch [31][1420/3757] lr: 1.000e-02, eta: 5 days, 22:43:16, time: 1.861, data_time: 0.011, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7555, loss_cls: 2.0806, loss: 2.0806, grad_norm: 5.7208 2020-07-27 17:47:03,576 - mmaction - INFO - Epoch [31][1440/3757] lr: 1.000e-02, eta: 5 days, 22:42:37, time: 1.979, data_time: 0.395, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7750, loss_cls: 2.0520, loss: 2.0520, grad_norm: 5.5993 2020-07-27 17:47:46,098 - mmaction - INFO - Epoch [31][1460/3757] lr: 1.000e-02, eta: 5 days, 22:42:05, time: 2.122, data_time: 1.202, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7664, loss_cls: 2.0305, loss: 2.0305, grad_norm: 5.5099 2020-07-27 17:48:24,777 - mmaction - INFO - Epoch [31][1480/3757] lr: 1.000e-02, eta: 5 days, 22:41:24, time: 1.933, data_time: 1.173, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7367, loss_cls: 2.1030, loss: 2.1030, grad_norm: 5.6382 2020-07-27 17:49:02,781 - mmaction - INFO - Epoch [31][1500/3757] lr: 1.000e-02, eta: 5 days, 22:40:42, time: 1.898, data_time: 0.856, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7523, loss_cls: 2.0750, loss: 2.0750, grad_norm: 5.5822 2020-07-27 17:49:44,206 - mmaction - INFO - Epoch [31][1520/3757] lr: 1.000e-02, eta: 5 days, 22:40:08, time: 2.076, data_time: 0.284, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7680, loss_cls: 2.0053, loss: 2.0053, grad_norm: 5.6443 2020-07-27 17:50:21,216 - mmaction - INFO - Epoch [31][1540/3757] lr: 1.000e-02, eta: 5 days, 22:39:23, time: 1.846, data_time: 0.023, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7781, loss_cls: 1.9469, loss: 1.9469, grad_norm: 5.5819 2020-07-27 17:50:59,251 - mmaction - INFO - Epoch [31][1560/3757] lr: 1.000e-02, eta: 5 days, 22:38:41, time: 1.906, data_time: 0.271, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7500, loss_cls: 2.1516, loss: 2.1516, grad_norm: 5.9351 2020-07-27 17:51:39,554 - mmaction - INFO - Epoch [31][1580/3757] lr: 1.000e-02, eta: 5 days, 22:38:04, time: 2.010, data_time: 1.373, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7633, loss_cls: 2.0434, loss: 2.0434, grad_norm: 5.6653 2020-07-27 17:52:20,989 - mmaction - INFO - Epoch [31][1600/3757] lr: 1.000e-02, eta: 5 days, 22:37:30, time: 2.075, data_time: 0.735, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0802, loss: 2.0802, grad_norm: 5.6114 2020-07-27 17:52:56,058 - mmaction - INFO - Epoch [31][1620/3757] lr: 1.000e-02, eta: 5 days, 22:36:41, time: 1.756, data_time: 0.082, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7328, loss_cls: 2.1938, loss: 2.1938, grad_norm: 5.7920 2020-07-27 17:53:35,414 - mmaction - INFO - Epoch [31][1640/3757] lr: 1.000e-02, eta: 5 days, 22:36:02, time: 1.957, data_time: 0.032, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7602, loss_cls: 2.0424, loss: 2.0424, grad_norm: 5.6232 2020-07-27 17:54:16,866 - mmaction - INFO - Epoch [31][1660/3757] lr: 1.000e-02, eta: 5 days, 22:35:28, time: 2.083, data_time: 0.014, memory: 5170, top1_acc: 0.5523, top5_acc: 0.7805, loss_cls: 1.9225, loss: 1.9225, grad_norm: 5.5705 2020-07-27 17:54:53,284 - mmaction - INFO - Epoch [31][1680/3757] lr: 1.000e-02, eta: 5 days, 22:34:42, time: 1.821, data_time: 0.004, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7586, loss_cls: 2.0770, loss: 2.0770, grad_norm: 5.6462 2020-07-27 17:55:33,843 - mmaction - INFO - Epoch [31][1700/3757] lr: 1.000e-02, eta: 5 days, 22:34:05, time: 2.025, data_time: 0.397, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7812, loss_cls: 1.9575, loss: 1.9575, grad_norm: 5.4628 2020-07-27 17:56:13,390 - mmaction - INFO - Epoch [31][1720/3757] lr: 1.000e-02, eta: 5 days, 22:33:26, time: 1.971, data_time: 0.031, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7523, loss_cls: 2.1292, loss: 2.1292, grad_norm: 5.4728 2020-07-27 17:56:51,003 - mmaction - INFO - Epoch [31][1740/3757] lr: 1.000e-02, eta: 5 days, 22:32:43, time: 1.881, data_time: 0.012, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7352, loss_cls: 2.1488, loss: 2.1488, grad_norm: 5.4734 2020-07-27 17:57:29,029 - mmaction - INFO - Epoch [31][1760/3757] lr: 1.000e-02, eta: 5 days, 22:32:01, time: 1.909, data_time: 0.031, memory: 5170, top1_acc: 0.4898, top5_acc: 0.7445, loss_cls: 2.1838, loss: 2.1838, grad_norm: 5.7802 2020-07-27 17:58:08,565 - mmaction - INFO - Epoch [31][1780/3757] lr: 1.000e-02, eta: 5 days, 22:31:22, time: 1.970, data_time: 0.377, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7531, loss_cls: 2.0755, loss: 2.0755, grad_norm: 5.5871 2020-07-27 17:58:46,375 - mmaction - INFO - Epoch [31][1800/3757] lr: 1.000e-02, eta: 5 days, 22:30:40, time: 1.899, data_time: 0.097, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7703, loss_cls: 1.9561, loss: 1.9561, grad_norm: 5.3473 2020-07-27 17:59:29,151 - mmaction - INFO - Epoch [31][1820/3757] lr: 1.000e-02, eta: 5 days, 22:30:09, time: 2.135, data_time: 0.313, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7398, loss_cls: 2.1507, loss: 2.1507, grad_norm: 5.8292 2020-07-27 18:00:09,803 - mmaction - INFO - Epoch [31][1840/3757] lr: 1.000e-02, eta: 5 days, 22:29:32, time: 2.030, data_time: 1.014, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7508, loss_cls: 2.0368, loss: 2.0368, grad_norm: 5.6697 2020-07-27 18:00:49,679 - mmaction - INFO - Epoch [31][1860/3757] lr: 1.000e-02, eta: 5 days, 22:28:55, time: 1.999, data_time: 0.020, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7570, loss_cls: 2.0744, loss: 2.0744, grad_norm: 5.8017 2020-07-27 18:01:26,634 - mmaction - INFO - Epoch [31][1880/3757] lr: 1.000e-02, eta: 5 days, 22:28:10, time: 1.844, data_time: 0.138, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7570, loss_cls: 2.0409, loss: 2.0409, grad_norm: 5.5236 2020-07-27 18:02:03,311 - mmaction - INFO - Epoch [31][1900/3757] lr: 1.000e-02, eta: 5 days, 22:27:25, time: 1.837, data_time: 0.117, memory: 5170, top1_acc: 0.5555, top5_acc: 0.7789, loss_cls: 1.9494, loss: 1.9494, grad_norm: 5.4974 2020-07-27 18:02:45,621 - mmaction - INFO - Epoch [31][1920/3757] lr: 1.000e-02, eta: 5 days, 22:26:52, time: 2.111, data_time: 0.009, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7586, loss_cls: 2.0970, loss: 2.0970, grad_norm: 5.7866 2020-07-27 18:03:26,958 - mmaction - INFO - Epoch [31][1940/3757] lr: 1.000e-02, eta: 5 days, 22:26:18, time: 2.073, data_time: 0.011, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7672, loss_cls: 2.0477, loss: 2.0477, grad_norm: 5.6396 2020-07-27 18:04:03,383 - mmaction - INFO - Epoch [31][1960/3757] lr: 1.000e-02, eta: 5 days, 22:25:32, time: 1.817, data_time: 0.030, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7422, loss_cls: 2.1622, loss: 2.1622, grad_norm: 5.5916 2020-07-27 18:04:42,934 - mmaction - INFO - Epoch [31][1980/3757] lr: 1.000e-02, eta: 5 days, 22:24:53, time: 1.979, data_time: 0.007, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7805, loss_cls: 1.9444, loss: 1.9444, grad_norm: 5.3947 2020-07-27 18:05:24,587 - mmaction - INFO - Epoch [31][2000/3757] lr: 1.000e-02, eta: 5 days, 22:24:19, time: 2.079, data_time: 0.011, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7539, loss_cls: 2.1042, loss: 2.1042, grad_norm: 5.5769 2020-07-27 18:05:58,400 - mmaction - INFO - Epoch [31][2020/3757] lr: 1.000e-02, eta: 5 days, 22:23:28, time: 1.694, data_time: 0.009, memory: 5170, top1_acc: 0.5516, top5_acc: 0.7773, loss_cls: 1.9486, loss: 1.9486, grad_norm: 5.4671 2020-07-27 18:06:38,071 - mmaction - INFO - Epoch [31][2040/3757] lr: 1.000e-02, eta: 5 days, 22:22:49, time: 1.980, data_time: 0.062, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7555, loss_cls: 2.0645, loss: 2.0645, grad_norm: 5.7216 2020-07-27 18:07:15,480 - mmaction - INFO - Epoch [31][2060/3757] lr: 1.000e-02, eta: 5 days, 22:22:06, time: 1.877, data_time: 0.221, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7656, loss_cls: 2.0867, loss: 2.0867, grad_norm: 5.5411 2020-07-27 18:07:55,327 - mmaction - INFO - Epoch [31][2080/3757] lr: 1.000e-02, eta: 5 days, 22:21:28, time: 1.989, data_time: 0.097, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7578, loss_cls: 2.0641, loss: 2.0641, grad_norm: 5.5509 2020-07-27 18:08:37,993 - mmaction - INFO - Epoch [31][2100/3757] lr: 1.000e-02, eta: 5 days, 22:20:56, time: 2.134, data_time: 0.058, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7805, loss_cls: 2.0281, loss: 2.0281, grad_norm: 5.6678 2020-07-27 18:09:10,602 - mmaction - INFO - Epoch [31][2120/3757] lr: 1.000e-02, eta: 5 days, 22:20:01, time: 1.626, data_time: 0.009, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7688, loss_cls: 2.0132, loss: 2.0132, grad_norm: 5.4926 2020-07-27 18:09:51,796 - mmaction - INFO - Epoch [31][2140/3757] lr: 1.000e-02, eta: 5 days, 22:19:27, time: 2.065, data_time: 0.010, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7570, loss_cls: 2.0451, loss: 2.0451, grad_norm: 5.8900 2020-07-27 18:10:28,941 - mmaction - INFO - Epoch [31][2160/3757] lr: 1.000e-02, eta: 5 days, 22:18:43, time: 1.855, data_time: 0.009, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7664, loss_cls: 2.0708, loss: 2.0708, grad_norm: 5.6780 2020-07-27 18:11:08,270 - mmaction - INFO - Epoch [31][2180/3757] lr: 1.000e-02, eta: 5 days, 22:18:03, time: 1.968, data_time: 0.008, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7523, loss_cls: 2.0751, loss: 2.0751, grad_norm: 5.9063 2020-07-27 18:11:49,752 - mmaction - INFO - Epoch [31][2200/3757] lr: 1.000e-02, eta: 5 days, 22:17:29, time: 2.072, data_time: 0.131, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7539, loss_cls: 2.0630, loss: 2.0630, grad_norm: 5.7777 2020-07-27 18:12:29,860 - mmaction - INFO - Epoch [31][2220/3757] lr: 1.000e-02, eta: 5 days, 22:16:52, time: 2.007, data_time: 0.723, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.1137, loss: 2.1137, grad_norm: 5.7792 2020-07-27 18:13:10,792 - mmaction - INFO - Epoch [31][2240/3757] lr: 1.000e-02, eta: 5 days, 22:16:16, time: 2.049, data_time: 0.324, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7352, loss_cls: 2.2064, loss: 2.2064, grad_norm: 5.7050 2020-07-27 18:13:48,077 - mmaction - INFO - Epoch [31][2260/3757] lr: 1.000e-02, eta: 5 days, 22:15:32, time: 1.855, data_time: 0.019, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7492, loss_cls: 2.0815, loss: 2.0815, grad_norm: 5.7015 2020-07-27 18:14:25,943 - mmaction - INFO - Epoch [31][2280/3757] lr: 1.000e-02, eta: 5 days, 22:14:50, time: 1.901, data_time: 0.012, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7406, loss_cls: 2.0901, loss: 2.0901, grad_norm: 5.5531 2020-07-27 18:15:06,991 - mmaction - INFO - Epoch [31][2300/3757] lr: 1.000e-02, eta: 5 days, 22:14:15, time: 2.052, data_time: 0.098, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.1101, loss: 2.1101, grad_norm: 5.6253 2020-07-27 18:15:50,072 - mmaction - INFO - Epoch [31][2320/3757] lr: 1.000e-02, eta: 5 days, 22:13:44, time: 2.151, data_time: 1.080, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7750, loss_cls: 1.9550, loss: 1.9550, grad_norm: 5.5352 2020-07-27 18:16:26,947 - mmaction - INFO - Epoch [31][2340/3757] lr: 1.000e-02, eta: 5 days, 22:12:59, time: 1.845, data_time: 0.853, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7500, loss_cls: 2.1259, loss: 2.1259, grad_norm: 5.6969 2020-07-27 18:17:04,816 - mmaction - INFO - Epoch [31][2360/3757] lr: 1.000e-02, eta: 5 days, 22:12:16, time: 1.888, data_time: 0.610, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7531, loss_cls: 2.1122, loss: 2.1122, grad_norm: 5.7764 2020-07-27 18:17:44,452 - mmaction - INFO - Epoch [31][2380/3757] lr: 1.000e-02, eta: 5 days, 22:11:38, time: 1.988, data_time: 0.944, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7586, loss_cls: 2.0555, loss: 2.0555, grad_norm: 5.6546 2020-07-27 18:18:23,775 - mmaction - INFO - Epoch [31][2400/3757] lr: 1.000e-02, eta: 5 days, 22:10:59, time: 1.963, data_time: 1.403, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7547, loss_cls: 2.1303, loss: 2.1303, grad_norm: 5.7426 2020-07-27 18:19:00,968 - mmaction - INFO - Epoch [31][2420/3757] lr: 1.000e-02, eta: 5 days, 22:10:15, time: 1.861, data_time: 1.290, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7602, loss_cls: 2.0650, loss: 2.0650, grad_norm: 5.7169 2020-07-27 18:19:39,789 - mmaction - INFO - Epoch [31][2440/3757] lr: 1.000e-02, eta: 5 days, 22:09:34, time: 1.936, data_time: 1.336, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7539, loss_cls: 2.1275, loss: 2.1275, grad_norm: 5.7583 2020-07-27 18:20:17,370 - mmaction - INFO - Epoch [31][2460/3757] lr: 1.000e-02, eta: 5 days, 22:08:51, time: 1.880, data_time: 0.877, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7336, loss_cls: 2.1256, loss: 2.1256, grad_norm: 5.6879 2020-07-27 18:20:53,806 - mmaction - INFO - Epoch [31][2480/3757] lr: 1.000e-02, eta: 5 days, 22:08:06, time: 1.829, data_time: 0.010, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7531, loss_cls: 2.0816, loss: 2.0816, grad_norm: 5.5091 2020-07-27 18:21:32,855 - mmaction - INFO - Epoch [31][2500/3757] lr: 1.000e-02, eta: 5 days, 22:07:26, time: 1.946, data_time: 0.007, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7641, loss_cls: 2.0048, loss: 2.0048, grad_norm: 5.4240 2020-07-27 18:22:13,500 - mmaction - INFO - Epoch [31][2520/3757] lr: 1.000e-02, eta: 5 days, 22:06:50, time: 2.038, data_time: 0.010, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7516, loss_cls: 2.0609, loss: 2.0609, grad_norm: 5.5588 2020-07-27 18:22:55,518 - mmaction - INFO - Epoch [31][2540/3757] lr: 1.000e-02, eta: 5 days, 22:06:16, time: 2.097, data_time: 0.007, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7617, loss_cls: 2.0975, loss: 2.0975, grad_norm: 5.6049 2020-07-27 18:23:33,107 - mmaction - INFO - Epoch [31][2560/3757] lr: 1.000e-02, eta: 5 days, 22:05:34, time: 1.883, data_time: 0.006, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7508, loss_cls: 2.1185, loss: 2.1185, grad_norm: 5.7166 2020-07-27 18:24:13,181 - mmaction - INFO - Epoch [31][2580/3757] lr: 1.000e-02, eta: 5 days, 22:04:56, time: 1.996, data_time: 0.058, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7555, loss_cls: 2.0985, loss: 2.0985, grad_norm: 5.5898 2020-07-27 18:24:55,203 - mmaction - INFO - Epoch [31][2600/3757] lr: 1.000e-02, eta: 5 days, 22:04:23, time: 2.104, data_time: 0.011, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7773, loss_cls: 2.0125, loss: 2.0125, grad_norm: 5.4973 2020-07-27 18:25:31,572 - mmaction - INFO - Epoch [31][2620/3757] lr: 1.000e-02, eta: 5 days, 22:03:37, time: 1.823, data_time: 0.015, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7703, loss_cls: 2.0217, loss: 2.0217, grad_norm: 5.4719 2020-07-27 18:26:13,240 - mmaction - INFO - Epoch [31][2640/3757] lr: 1.000e-02, eta: 5 days, 22:03:03, time: 2.084, data_time: 0.004, memory: 5170, top1_acc: 0.5500, top5_acc: 0.7680, loss_cls: 2.0114, loss: 2.0114, grad_norm: 5.5178 2020-07-27 18:26:53,397 - mmaction - INFO - Epoch [31][2660/3757] lr: 1.000e-02, eta: 5 days, 22:02:26, time: 2.001, data_time: 0.007, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7773, loss_cls: 1.9722, loss: 1.9722, grad_norm: 5.7076 2020-07-27 18:27:29,099 - mmaction - INFO - Epoch [31][2680/3757] lr: 1.000e-02, eta: 5 days, 22:01:38, time: 1.792, data_time: 0.009, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7500, loss_cls: 2.0672, loss: 2.0672, grad_norm: 5.7329 2020-07-27 18:28:08,529 - mmaction - INFO - Epoch [31][2700/3757] lr: 1.000e-02, eta: 5 days, 22:00:59, time: 1.971, data_time: 0.019, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7609, loss_cls: 2.0568, loss: 2.0568, grad_norm: 5.8078 2020-07-27 18:28:48,112 - mmaction - INFO - Epoch [31][2720/3757] lr: 1.000e-02, eta: 5 days, 22:00:21, time: 1.978, data_time: 0.010, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7578, loss_cls: 2.0842, loss: 2.0842, grad_norm: 5.6905 2020-07-27 18:29:27,448 - mmaction - INFO - Epoch [31][2740/3757] lr: 1.000e-02, eta: 5 days, 21:59:42, time: 1.963, data_time: 0.004, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7562, loss_cls: 2.1167, loss: 2.1167, grad_norm: 5.9327 2020-07-27 18:30:05,180 - mmaction - INFO - Epoch [31][2760/3757] lr: 1.000e-02, eta: 5 days, 21:58:59, time: 1.892, data_time: 0.013, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7664, loss_cls: 2.0606, loss: 2.0606, grad_norm: 5.7522 2020-07-27 18:30:45,602 - mmaction - INFO - Epoch [31][2780/3757] lr: 1.000e-02, eta: 5 days, 21:58:22, time: 2.021, data_time: 0.133, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7648, loss_cls: 2.0331, loss: 2.0331, grad_norm: 5.7395 2020-07-27 18:31:22,212 - mmaction - INFO - Epoch [31][2800/3757] lr: 1.000e-02, eta: 5 days, 21:57:37, time: 1.829, data_time: 0.184, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7727, loss_cls: 1.9813, loss: 1.9813, grad_norm: 5.6338 2020-07-27 18:32:00,828 - mmaction - INFO - Epoch [31][2820/3757] lr: 1.000e-02, eta: 5 days, 21:56:56, time: 1.930, data_time: 0.058, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7570, loss_cls: 2.0167, loss: 2.0167, grad_norm: 5.5110 2020-07-27 18:32:38,469 - mmaction - INFO - Epoch [31][2840/3757] lr: 1.000e-02, eta: 5 days, 21:56:13, time: 1.875, data_time: 0.822, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7523, loss_cls: 2.0671, loss: 2.0671, grad_norm: 5.6479 2020-07-27 18:33:19,096 - mmaction - INFO - Epoch [31][2860/3757] lr: 1.000e-02, eta: 5 days, 21:55:37, time: 2.039, data_time: 0.830, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7656, loss_cls: 2.0138, loss: 2.0138, grad_norm: 5.4415 2020-07-27 18:33:59,693 - mmaction - INFO - Epoch [31][2880/3757] lr: 1.000e-02, eta: 5 days, 21:55:00, time: 2.030, data_time: 0.467, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7703, loss_cls: 1.9985, loss: 1.9985, grad_norm: 5.5513 2020-07-27 18:34:35,635 - mmaction - INFO - Epoch [31][2900/3757] lr: 1.000e-02, eta: 5 days, 21:54:14, time: 1.799, data_time: 0.681, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7406, loss_cls: 2.1738, loss: 2.1738, grad_norm: 5.6550 2020-07-27 18:35:14,044 - mmaction - INFO - Epoch [31][2920/3757] lr: 1.000e-02, eta: 5 days, 21:53:32, time: 1.913, data_time: 1.337, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7562, loss_cls: 2.0415, loss: 2.0415, grad_norm: 5.6552 2020-07-27 18:35:56,856 - mmaction - INFO - Epoch [31][2940/3757] lr: 1.000e-02, eta: 5 days, 21:53:01, time: 2.147, data_time: 1.562, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7648, loss_cls: 2.0207, loss: 2.0207, grad_norm: 5.6119 2020-07-27 18:36:33,231 - mmaction - INFO - Epoch [31][2960/3757] lr: 1.000e-02, eta: 5 days, 21:52:15, time: 1.818, data_time: 0.726, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7477, loss_cls: 1.9948, loss: 1.9948, grad_norm: 5.3852 2020-07-27 18:37:15,333 - mmaction - INFO - Epoch [31][2980/3757] lr: 1.000e-02, eta: 5 days, 21:51:42, time: 2.104, data_time: 0.128, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7336, loss_cls: 2.1249, loss: 2.1249, grad_norm: 5.5666 2020-07-27 18:37:58,258 - mmaction - INFO - Epoch [31][3000/3757] lr: 1.000e-02, eta: 5 days, 21:51:11, time: 2.145, data_time: 0.009, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7438, loss_cls: 2.1628, loss: 2.1628, grad_norm: 5.6447 2020-07-27 18:38:34,097 - mmaction - INFO - Epoch [31][3020/3757] lr: 1.000e-02, eta: 5 days, 21:50:24, time: 1.795, data_time: 0.010, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7641, loss_cls: 2.0273, loss: 2.0273, grad_norm: 5.4730 2020-07-27 18:39:10,458 - mmaction - INFO - Epoch [31][3040/3757] lr: 1.000e-02, eta: 5 days, 21:49:38, time: 1.818, data_time: 0.004, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7398, loss_cls: 2.1280, loss: 2.1280, grad_norm: 5.4706 2020-07-27 18:39:51,710 - mmaction - INFO - Epoch [31][3060/3757] lr: 1.000e-02, eta: 5 days, 21:49:03, time: 2.056, data_time: 0.007, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7344, loss_cls: 2.1633, loss: 2.1633, grad_norm: 5.5316 2020-07-27 18:40:30,778 - mmaction - INFO - Epoch [31][3080/3757] lr: 1.000e-02, eta: 5 days, 21:48:24, time: 1.954, data_time: 0.009, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7477, loss_cls: 2.0976, loss: 2.0976, grad_norm: 5.7929 2020-07-27 18:41:08,426 - mmaction - INFO - Epoch [31][3100/3757] lr: 1.000e-02, eta: 5 days, 21:47:41, time: 1.889, data_time: 0.010, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7594, loss_cls: 2.0418, loss: 2.0418, grad_norm: 5.6862 2020-07-27 18:41:47,319 - mmaction - INFO - Epoch [31][3120/3757] lr: 1.000e-02, eta: 5 days, 21:47:01, time: 1.945, data_time: 0.008, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7547, loss_cls: 2.1118, loss: 2.1118, grad_norm: 5.6074 2020-07-27 18:42:25,743 - mmaction - INFO - Epoch [31][3140/3757] lr: 1.000e-02, eta: 5 days, 21:46:19, time: 1.912, data_time: 0.019, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7445, loss_cls: 2.0849, loss: 2.0849, grad_norm: 5.5434 2020-07-27 18:43:04,425 - mmaction - INFO - Epoch [31][3160/3757] lr: 1.000e-02, eta: 5 days, 21:45:39, time: 1.942, data_time: 0.011, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7602, loss_cls: 2.0736, loss: 2.0736, grad_norm: 5.5739 2020-07-27 18:43:45,384 - mmaction - INFO - Epoch [31][3180/3757] lr: 1.000e-02, eta: 5 days, 21:45:03, time: 2.048, data_time: 0.004, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7406, loss_cls: 2.1556, loss: 2.1556, grad_norm: 5.7255 2020-07-27 18:44:22,285 - mmaction - INFO - Epoch [31][3200/3757] lr: 1.000e-02, eta: 5 days, 21:44:18, time: 1.837, data_time: 0.014, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7547, loss_cls: 2.1029, loss: 2.1029, grad_norm: 5.7532 2020-07-27 18:45:02,699 - mmaction - INFO - Epoch [31][3220/3757] lr: 1.000e-02, eta: 5 days, 21:43:42, time: 2.027, data_time: 0.011, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7672, loss_cls: 1.9733, loss: 1.9733, grad_norm: 5.4704 2020-07-27 18:45:43,351 - mmaction - INFO - Epoch [31][3240/3757] lr: 1.000e-02, eta: 5 days, 21:43:06, time: 2.035, data_time: 0.005, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7648, loss_cls: 2.0096, loss: 2.0096, grad_norm: 5.6816 2020-07-27 18:46:20,662 - mmaction - INFO - Epoch [31][3260/3757] lr: 1.000e-02, eta: 5 days, 21:42:22, time: 1.859, data_time: 0.039, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7438, loss_cls: 2.1865, loss: 2.1865, grad_norm: 5.7685 2020-07-27 18:46:59,954 - mmaction - INFO - Epoch [31][3280/3757] lr: 1.000e-02, eta: 5 days, 21:41:43, time: 1.970, data_time: 1.201, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7422, loss_cls: 2.1201, loss: 2.1201, grad_norm: 5.6875 2020-07-27 18:47:43,366 - mmaction - INFO - Epoch [31][3300/3757] lr: 1.000e-02, eta: 5 days, 21:41:13, time: 2.169, data_time: 1.158, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7438, loss_cls: 2.0905, loss: 2.0905, grad_norm: 5.5104 2020-07-27 18:48:19,489 - mmaction - INFO - Epoch [31][3320/3757] lr: 1.000e-02, eta: 5 days, 21:40:26, time: 1.809, data_time: 1.226, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7484, loss_cls: 2.1425, loss: 2.1425, grad_norm: 5.7026 2020-07-27 18:48:59,183 - mmaction - INFO - Epoch [31][3340/3757] lr: 1.000e-02, eta: 5 days, 21:39:48, time: 1.984, data_time: 1.296, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7570, loss_cls: 2.0521, loss: 2.0521, grad_norm: 5.5046 2020-07-27 18:49:36,626 - mmaction - INFO - Epoch [31][3360/3757] lr: 1.000e-02, eta: 5 days, 21:39:04, time: 1.867, data_time: 0.008, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7727, loss_cls: 1.9427, loss: 1.9427, grad_norm: 5.2906 2020-07-27 18:50:15,886 - mmaction - INFO - Epoch [31][3380/3757] lr: 1.000e-02, eta: 5 days, 21:38:25, time: 1.960, data_time: 0.009, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7328, loss_cls: 2.1933, loss: 2.1933, grad_norm: 5.7653 2020-07-27 18:50:53,388 - mmaction - INFO - Epoch [31][3400/3757] lr: 1.000e-02, eta: 5 days, 21:37:42, time: 1.884, data_time: 0.011, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7555, loss_cls: 2.0587, loss: 2.0587, grad_norm: 5.4422 2020-07-27 18:51:33,742 - mmaction - INFO - Epoch [31][3420/3757] lr: 1.000e-02, eta: 5 days, 21:37:05, time: 2.016, data_time: 0.007, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7188, loss_cls: 2.1658, loss: 2.1658, grad_norm: 5.6080 2020-07-27 18:52:12,422 - mmaction - INFO - Epoch [31][3440/3757] lr: 1.000e-02, eta: 5 days, 21:36:24, time: 1.935, data_time: 0.004, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7656, loss_cls: 1.9914, loss: 1.9914, grad_norm: 5.5144 2020-07-27 18:52:51,240 - mmaction - INFO - Epoch [31][3460/3757] lr: 1.000e-02, eta: 5 days, 21:35:44, time: 1.941, data_time: 0.003, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7609, loss_cls: 2.0165, loss: 2.0165, grad_norm: 5.5409 2020-07-27 18:53:30,470 - mmaction - INFO - Epoch [31][3480/3757] lr: 1.000e-02, eta: 5 days, 21:35:04, time: 1.951, data_time: 0.025, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7586, loss_cls: 2.1301, loss: 2.1301, grad_norm: 5.6203 2020-07-27 18:54:08,449 - mmaction - INFO - Epoch [31][3500/3757] lr: 1.000e-02, eta: 5 days, 21:34:23, time: 1.908, data_time: 0.247, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7586, loss_cls: 2.0590, loss: 2.0590, grad_norm: 5.8521 2020-07-27 18:54:51,018 - mmaction - INFO - Epoch [31][3520/3757] lr: 1.000e-02, eta: 5 days, 21:33:51, time: 2.128, data_time: 1.240, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7430, loss_cls: 2.0943, loss: 2.0943, grad_norm: 5.6058 2020-07-27 18:55:30,664 - mmaction - INFO - Epoch [31][3540/3757] lr: 1.000e-02, eta: 5 days, 21:33:12, time: 1.981, data_time: 1.386, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7336, loss_cls: 2.1871, loss: 2.1871, grad_norm: 5.6893 2020-07-27 18:56:06,849 - mmaction - INFO - Epoch [31][3560/3757] lr: 1.000e-02, eta: 5 days, 21:32:26, time: 1.811, data_time: 0.948, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7602, loss_cls: 2.0074, loss: 2.0074, grad_norm: 5.4376 2020-07-27 18:56:41,779 - mmaction - INFO - Epoch [31][3580/3757] lr: 1.000e-02, eta: 5 days, 21:31:37, time: 1.738, data_time: 0.851, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7500, loss_cls: 2.1184, loss: 2.1184, grad_norm: 5.6423 2020-07-27 18:57:19,394 - mmaction - INFO - Epoch [31][3600/3757] lr: 1.000e-02, eta: 5 days, 21:30:54, time: 1.889, data_time: 0.079, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7656, loss_cls: 2.0356, loss: 2.0356, grad_norm: 5.5534 2020-07-27 18:57:58,365 - mmaction - INFO - Epoch [31][3620/3757] lr: 1.000e-02, eta: 5 days, 21:30:14, time: 1.947, data_time: 0.369, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7539, loss_cls: 2.1019, loss: 2.1019, grad_norm: 5.5582 2020-07-27 18:58:38,216 - mmaction - INFO - Epoch [31][3640/3757] lr: 1.000e-02, eta: 5 days, 21:29:36, time: 1.994, data_time: 0.091, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7633, loss_cls: 2.0543, loss: 2.0543, grad_norm: 5.5848 2020-07-27 18:59:17,429 - mmaction - INFO - Epoch [31][3660/3757] lr: 1.000e-02, eta: 5 days, 21:28:56, time: 1.953, data_time: 0.032, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7539, loss_cls: 2.0521, loss: 2.0521, grad_norm: 5.5255 2020-07-27 18:59:57,655 - mmaction - INFO - Epoch [31][3680/3757] lr: 1.000e-02, eta: 5 days, 21:28:19, time: 2.015, data_time: 0.525, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7453, loss_cls: 2.0543, loss: 2.0543, grad_norm: 5.4010 2020-07-27 19:00:32,900 - mmaction - INFO - Epoch [31][3700/3757] lr: 1.000e-02, eta: 5 days, 21:27:31, time: 1.754, data_time: 0.016, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7531, loss_cls: 2.1104, loss: 2.1104, grad_norm: 5.5333 2020-07-27 19:01:11,987 - mmaction - INFO - Epoch [31][3720/3757] lr: 1.000e-02, eta: 5 days, 21:26:51, time: 1.959, data_time: 0.062, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7594, loss_cls: 2.0457, loss: 2.0457, grad_norm: 5.5682 2020-07-27 19:01:55,479 - mmaction - INFO - Epoch [31][3740/3757] lr: 1.000e-02, eta: 5 days, 21:26:21, time: 2.182, data_time: 0.017, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7570, loss_cls: 2.0439, loss: 2.0439, grad_norm: 5.5464 2020-07-27 19:02:19,500 - mmaction - INFO - Saving checkpoint at 31 epochs 2020-07-27 19:03:16,314 - mmaction - INFO - Epoch [32][20/3757] lr: 1.000e-02, eta: 5 days, 21:24:29, time: 2.737, data_time: 1.783, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7289, loss_cls: 2.0880, loss: 2.0880, grad_norm: 5.5821 2020-07-27 19:03:58,482 - mmaction - INFO - Epoch [32][40/3757] lr: 1.000e-02, eta: 5 days, 21:23:56, time: 2.107, data_time: 0.254, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7523, loss_cls: 2.0611, loss: 2.0611, grad_norm: 5.5157 2020-07-27 19:04:36,910 - mmaction - INFO - Epoch [32][60/3757] lr: 1.000e-02, eta: 5 days, 21:23:14, time: 1.914, data_time: 0.006, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7891, loss_cls: 1.9953, loss: 1.9953, grad_norm: 5.5784 2020-07-27 19:05:17,518 - mmaction - INFO - Epoch [32][80/3757] lr: 1.000e-02, eta: 5 days, 21:22:38, time: 2.035, data_time: 0.012, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7711, loss_cls: 1.9802, loss: 1.9802, grad_norm: 5.5879 2020-07-27 19:05:56,679 - mmaction - INFO - Epoch [32][100/3757] lr: 1.000e-02, eta: 5 days, 21:21:59, time: 1.964, data_time: 0.010, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7609, loss_cls: 2.1052, loss: 2.1052, grad_norm: 5.7265 2020-07-27 19:06:36,195 - mmaction - INFO - Epoch [32][120/3757] lr: 1.000e-02, eta: 5 days, 21:21:20, time: 1.975, data_time: 0.007, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7430, loss_cls: 2.0996, loss: 2.0996, grad_norm: 5.4883 2020-07-27 19:07:13,121 - mmaction - INFO - Epoch [32][140/3757] lr: 1.000e-02, eta: 5 days, 21:20:36, time: 1.846, data_time: 0.009, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7680, loss_cls: 1.9339, loss: 1.9339, grad_norm: 5.4001 2020-07-27 19:07:52,625 - mmaction - INFO - Epoch [32][160/3757] lr: 1.000e-02, eta: 5 days, 21:19:57, time: 1.974, data_time: 0.346, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7703, loss_cls: 2.0217, loss: 2.0217, grad_norm: 5.6105 2020-07-27 19:08:34,138 - mmaction - INFO - Epoch [32][180/3757] lr: 1.000e-02, eta: 5 days, 21:19:22, time: 2.072, data_time: 1.472, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7539, loss_cls: 1.9679, loss: 1.9679, grad_norm: 5.5369 2020-07-27 19:09:13,463 - mmaction - INFO - Epoch [32][200/3757] lr: 1.000e-02, eta: 5 days, 21:18:43, time: 1.970, data_time: 1.373, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7672, loss_cls: 2.0311, loss: 2.0311, grad_norm: 5.6108 2020-07-27 19:09:50,773 - mmaction - INFO - Epoch [32][220/3757] lr: 1.000e-02, eta: 5 days, 21:18:00, time: 1.861, data_time: 1.046, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7711, loss_cls: 1.9943, loss: 1.9943, grad_norm: 5.5787 2020-07-27 19:10:31,484 - mmaction - INFO - Epoch [32][240/3757] lr: 1.000e-02, eta: 5 days, 21:17:23, time: 2.034, data_time: 1.156, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7562, loss_cls: 2.1497, loss: 2.1497, grad_norm: 5.7775 2020-07-27 19:11:06,879 - mmaction - INFO - Epoch [32][260/3757] lr: 1.000e-02, eta: 5 days, 21:16:36, time: 1.773, data_time: 0.598, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7617, loss_cls: 1.9702, loss: 1.9702, grad_norm: 5.5147 2020-07-27 19:11:46,359 - mmaction - INFO - Epoch [32][280/3757] lr: 1.000e-02, eta: 5 days, 21:15:57, time: 1.976, data_time: 0.628, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7633, loss_cls: 2.0358, loss: 2.0358, grad_norm: 5.7460 2020-07-27 19:12:26,515 - mmaction - INFO - Epoch [32][300/3757] lr: 1.000e-02, eta: 5 days, 21:15:20, time: 2.010, data_time: 1.242, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7617, loss_cls: 2.0393, loss: 2.0393, grad_norm: 5.7039 2020-07-27 19:13:04,342 - mmaction - INFO - Epoch [32][320/3757] lr: 1.000e-02, eta: 5 days, 21:14:37, time: 1.892, data_time: 1.300, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7602, loss_cls: 1.9895, loss: 1.9895, grad_norm: 5.4677 2020-07-27 19:13:44,110 - mmaction - INFO - Epoch [32][340/3757] lr: 1.000e-02, eta: 5 days, 21:13:59, time: 1.983, data_time: 0.816, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7414, loss_cls: 2.1686, loss: 2.1686, grad_norm: 5.6638 2020-07-27 19:14:21,404 - mmaction - INFO - Epoch [32][360/3757] lr: 1.000e-02, eta: 5 days, 21:13:15, time: 1.866, data_time: 0.045, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7617, loss_cls: 2.0264, loss: 2.0264, grad_norm: 5.4911 2020-07-27 19:15:04,567 - mmaction - INFO - Epoch [32][380/3757] lr: 1.000e-02, eta: 5 days, 21:12:45, time: 2.160, data_time: 0.009, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7453, loss_cls: 2.0184, loss: 2.0184, grad_norm: 5.3897 2020-07-27 19:15:40,905 - mmaction - INFO - Epoch [32][400/3757] lr: 1.000e-02, eta: 5 days, 21:11:59, time: 1.817, data_time: 0.005, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7547, loss_cls: 2.0329, loss: 2.0329, grad_norm: 5.5331 2020-07-27 19:16:17,937 - mmaction - INFO - Epoch [32][420/3757] lr: 1.000e-02, eta: 5 days, 21:11:15, time: 1.853, data_time: 0.011, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7711, loss_cls: 1.9712, loss: 1.9712, grad_norm: 5.5098 2020-07-27 19:16:59,023 - mmaction - INFO - Epoch [32][440/3757] lr: 1.000e-02, eta: 5 days, 21:10:39, time: 2.054, data_time: 0.004, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7477, loss_cls: 2.0771, loss: 2.0771, grad_norm: 5.6232 2020-07-27 19:17:33,889 - mmaction - INFO - Epoch [32][460/3757] lr: 1.000e-02, eta: 5 days, 21:09:50, time: 1.744, data_time: 0.013, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7312, loss_cls: 2.1585, loss: 2.1585, grad_norm: 5.6892 2020-07-27 19:18:14,644 - mmaction - INFO - Epoch [32][480/3757] lr: 1.000e-02, eta: 5 days, 21:09:14, time: 2.034, data_time: 1.143, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7617, loss_cls: 2.0278, loss: 2.0278, grad_norm: 5.6011 2020-07-27 19:18:55,082 - mmaction - INFO - Epoch [32][500/3757] lr: 1.000e-02, eta: 5 days, 21:08:38, time: 2.025, data_time: 1.085, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7555, loss_cls: 2.0392, loss: 2.0392, grad_norm: 5.7229 2020-07-27 19:19:37,397 - mmaction - INFO - Epoch [32][520/3757] lr: 1.000e-02, eta: 5 days, 21:08:05, time: 2.108, data_time: 0.046, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7664, loss_cls: 2.0007, loss: 2.0007, grad_norm: 5.4622 2020-07-27 19:20:11,265 - mmaction - INFO - Epoch [32][540/3757] lr: 1.000e-02, eta: 5 days, 21:07:14, time: 1.701, data_time: 0.010, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7477, loss_cls: 2.0792, loss: 2.0792, grad_norm: 5.4514 2020-07-27 19:20:49,936 - mmaction - INFO - Epoch [32][560/3757] lr: 1.000e-02, eta: 5 days, 21:06:33, time: 1.932, data_time: 0.200, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7711, loss_cls: 2.0349, loss: 2.0349, grad_norm: 5.5835 2020-07-27 19:21:29,284 - mmaction - INFO - Epoch [32][580/3757] lr: 1.000e-02, eta: 5 days, 21:05:54, time: 1.968, data_time: 0.015, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7766, loss_cls: 1.9595, loss: 1.9595, grad_norm: 5.4701 2020-07-27 19:22:06,747 - mmaction - INFO - Epoch [32][600/3757] lr: 1.000e-02, eta: 5 days, 21:05:11, time: 1.871, data_time: 0.009, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7602, loss_cls: 2.0846, loss: 2.0846, grad_norm: 5.5406 2020-07-27 19:22:44,581 - mmaction - INFO - Epoch [32][620/3757] lr: 1.000e-02, eta: 5 days, 21:04:28, time: 1.894, data_time: 0.234, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7602, loss_cls: 1.9943, loss: 1.9943, grad_norm: 5.5276 2020-07-27 19:23:25,429 - mmaction - INFO - Epoch [32][640/3757] lr: 1.000e-02, eta: 5 days, 21:03:52, time: 2.037, data_time: 0.375, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7500, loss_cls: 2.1420, loss: 2.1420, grad_norm: 5.6489 2020-07-27 19:24:06,687 - mmaction - INFO - Epoch [32][660/3757] lr: 1.000e-02, eta: 5 days, 21:03:18, time: 2.068, data_time: 0.013, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7594, loss_cls: 2.0497, loss: 2.0497, grad_norm: 5.5771 2020-07-27 19:24:46,324 - mmaction - INFO - Epoch [32][680/3757] lr: 1.000e-02, eta: 5 days, 21:02:39, time: 1.982, data_time: 0.005, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7633, loss_cls: 1.9705, loss: 1.9705, grad_norm: 5.5172 2020-07-27 19:25:21,343 - mmaction - INFO - Epoch [32][700/3757] lr: 1.000e-02, eta: 5 days, 21:01:50, time: 1.744, data_time: 0.003, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7594, loss_cls: 2.0519, loss: 2.0519, grad_norm: 5.7121 2020-07-27 19:26:00,342 - mmaction - INFO - Epoch [32][720/3757] lr: 1.000e-02, eta: 5 days, 21:01:10, time: 1.957, data_time: 1.071, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7523, loss_cls: 2.0423, loss: 2.0423, grad_norm: 5.7216 2020-07-27 19:26:39,035 - mmaction - INFO - Epoch [32][740/3757] lr: 1.000e-02, eta: 5 days, 21:00:30, time: 1.927, data_time: 0.733, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7656, loss_cls: 1.9950, loss: 1.9950, grad_norm: 5.5506 2020-07-27 19:27:20,118 - mmaction - INFO - Epoch [32][760/3757] lr: 1.000e-02, eta: 5 days, 20:59:54, time: 2.059, data_time: 0.021, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7742, loss_cls: 1.9823, loss: 1.9823, grad_norm: 5.4572 2020-07-27 19:27:56,195 - mmaction - INFO - Epoch [32][780/3757] lr: 1.000e-02, eta: 5 days, 20:59:08, time: 1.809, data_time: 0.035, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7625, loss_cls: 2.0191, loss: 2.0191, grad_norm: 5.6538 2020-07-27 19:28:37,060 - mmaction - INFO - Epoch [32][800/3757] lr: 1.000e-02, eta: 5 days, 20:58:32, time: 2.037, data_time: 0.715, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7406, loss_cls: 2.0870, loss: 2.0870, grad_norm: 5.5472 2020-07-27 19:29:13,532 - mmaction - INFO - Epoch [32][820/3757] lr: 1.000e-02, eta: 5 days, 20:57:47, time: 1.829, data_time: 1.262, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7555, loss_cls: 2.0960, loss: 2.0960, grad_norm: 5.6925 2020-07-27 19:29:55,212 - mmaction - INFO - Epoch [32][840/3757] lr: 1.000e-02, eta: 5 days, 20:57:13, time: 2.077, data_time: 0.563, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.0831, loss: 2.0831, grad_norm: 5.6151 2020-07-27 19:30:37,882 - mmaction - INFO - Epoch [32][860/3757] lr: 1.000e-02, eta: 5 days, 20:56:41, time: 2.135, data_time: 0.208, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7578, loss_cls: 2.0494, loss: 2.0494, grad_norm: 5.5198 2020-07-27 19:31:13,490 - mmaction - INFO - Epoch [32][880/3757] lr: 1.000e-02, eta: 5 days, 20:55:54, time: 1.783, data_time: 0.078, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7562, loss_cls: 2.0193, loss: 2.0193, grad_norm: 5.5692 2020-07-27 19:31:54,602 - mmaction - INFO - Epoch [32][900/3757] lr: 1.000e-02, eta: 5 days, 20:55:19, time: 2.058, data_time: 0.975, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7672, loss_cls: 2.0383, loss: 2.0383, grad_norm: 5.6869 2020-07-27 19:32:28,760 - mmaction - INFO - Epoch [32][920/3757] lr: 1.000e-02, eta: 5 days, 20:54:28, time: 1.706, data_time: 0.277, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7641, loss_cls: 2.0154, loss: 2.0154, grad_norm: 5.5841 2020-07-27 19:33:07,681 - mmaction - INFO - Epoch [32][940/3757] lr: 1.000e-02, eta: 5 days, 20:53:48, time: 1.944, data_time: 0.130, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7562, loss_cls: 2.0801, loss: 2.0801, grad_norm: 5.5916 2020-07-27 19:33:45,932 - mmaction - INFO - Epoch [32][960/3757] lr: 1.000e-02, eta: 5 days, 20:53:07, time: 1.917, data_time: 0.235, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7656, loss_cls: 2.0720, loss: 2.0720, grad_norm: 5.6674 2020-07-27 19:34:27,038 - mmaction - INFO - Epoch [32][980/3757] lr: 1.000e-02, eta: 5 days, 20:52:31, time: 2.047, data_time: 0.012, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7602, loss_cls: 2.0414, loss: 2.0414, grad_norm: 5.5541 2020-07-27 19:35:03,792 - mmaction - INFO - Epoch [32][1000/3757] lr: 1.000e-02, eta: 5 days, 20:51:46, time: 1.844, data_time: 0.011, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7555, loss_cls: 2.0541, loss: 2.0541, grad_norm: 5.7404 2020-07-27 19:35:42,561 - mmaction - INFO - Epoch [32][1020/3757] lr: 1.000e-02, eta: 5 days, 20:51:06, time: 1.940, data_time: 0.004, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7625, loss_cls: 2.0429, loss: 2.0429, grad_norm: 5.6386 2020-07-27 19:36:22,468 - mmaction - INFO - Epoch [32][1040/3757] lr: 1.000e-02, eta: 5 days, 20:50:28, time: 1.996, data_time: 0.008, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7711, loss_cls: 1.9956, loss: 1.9956, grad_norm: 5.6731 2020-07-27 19:36:58,234 - mmaction - INFO - Epoch [32][1060/3757] lr: 1.000e-02, eta: 5 days, 20:49:41, time: 1.787, data_time: 0.107, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7430, loss_cls: 2.0800, loss: 2.0800, grad_norm: 5.7408 2020-07-27 19:37:40,432 - mmaction - INFO - Epoch [32][1080/3757] lr: 1.000e-02, eta: 5 days, 20:49:08, time: 2.103, data_time: 0.138, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7773, loss_cls: 1.9797, loss: 1.9797, grad_norm: 5.6530 2020-07-27 19:38:20,572 - mmaction - INFO - Epoch [32][1100/3757] lr: 1.000e-02, eta: 5 days, 20:48:31, time: 2.015, data_time: 0.011, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7531, loss_cls: 2.0965, loss: 2.0965, grad_norm: 5.6351 2020-07-27 19:39:01,370 - mmaction - INFO - Epoch [32][1120/3757] lr: 1.000e-02, eta: 5 days, 20:47:55, time: 2.038, data_time: 0.009, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7625, loss_cls: 2.0459, loss: 2.0459, grad_norm: 5.7646 2020-07-27 19:39:35,974 - mmaction - INFO - Epoch [32][1140/3757] lr: 1.000e-02, eta: 5 days, 20:47:06, time: 1.733, data_time: 0.008, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7234, loss_cls: 2.1584, loss: 2.1584, grad_norm: 5.7534 2020-07-27 19:40:18,221 - mmaction - INFO - Epoch [32][1160/3757] lr: 1.000e-02, eta: 5 days, 20:46:33, time: 2.106, data_time: 0.010, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7703, loss_cls: 1.9734, loss: 1.9734, grad_norm: 5.6236 2020-07-27 19:40:54,417 - mmaction - INFO - Epoch [32][1180/3757] lr: 1.000e-02, eta: 5 days, 20:45:47, time: 1.815, data_time: 0.010, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7711, loss_cls: 2.0836, loss: 2.0836, grad_norm: 5.7419 2020-07-27 19:41:37,835 - mmaction - INFO - Epoch [32][1200/3757] lr: 1.000e-02, eta: 5 days, 20:45:16, time: 2.164, data_time: 0.034, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7648, loss_cls: 2.0703, loss: 2.0703, grad_norm: 5.6623 2020-07-27 19:42:16,405 - mmaction - INFO - Epoch [32][1220/3757] lr: 1.000e-02, eta: 5 days, 20:44:36, time: 1.936, data_time: 0.179, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7500, loss_cls: 2.1410, loss: 2.1410, grad_norm: 5.6935 2020-07-27 19:42:57,859 - mmaction - INFO - Epoch [32][1240/3757] lr: 1.000e-02, eta: 5 days, 20:44:01, time: 2.068, data_time: 0.287, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7656, loss_cls: 2.0376, loss: 2.0376, grad_norm: 5.6633 2020-07-27 19:43:35,024 - mmaction - INFO - Epoch [32][1260/3757] lr: 1.000e-02, eta: 5 days, 20:43:17, time: 1.864, data_time: 0.008, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7852, loss_cls: 1.9034, loss: 1.9034, grad_norm: 5.7608 2020-07-27 19:44:14,009 - mmaction - INFO - Epoch [32][1280/3757] lr: 1.000e-02, eta: 5 days, 20:42:37, time: 1.946, data_time: 0.008, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7805, loss_cls: 2.0352, loss: 2.0352, grad_norm: 5.6652 2020-07-27 19:44:54,782 - mmaction - INFO - Epoch [32][1300/3757] lr: 1.000e-02, eta: 5 days, 20:42:01, time: 2.041, data_time: 0.121, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7531, loss_cls: 2.0322, loss: 2.0322, grad_norm: 5.8353 2020-07-27 19:45:34,498 - mmaction - INFO - Epoch [32][1320/3757] lr: 1.000e-02, eta: 5 days, 20:41:23, time: 1.987, data_time: 0.009, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7461, loss_cls: 2.0792, loss: 2.0792, grad_norm: 5.7354 2020-07-27 19:46:11,798 - mmaction - INFO - Epoch [32][1340/3757] lr: 1.000e-02, eta: 5 days, 20:40:39, time: 1.861, data_time: 0.012, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7648, loss_cls: 2.0219, loss: 2.0219, grad_norm: 5.5767 2020-07-27 19:46:54,068 - mmaction - INFO - Epoch [32][1360/3757] lr: 1.000e-02, eta: 5 days, 20:40:07, time: 2.117, data_time: 0.021, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7531, loss_cls: 2.2033, loss: 2.2033, grad_norm: 5.8515 2020-07-27 19:47:32,081 - mmaction - INFO - Epoch [32][1380/3757] lr: 1.000e-02, eta: 5 days, 20:39:25, time: 1.901, data_time: 0.009, memory: 5170, top1_acc: 0.5516, top5_acc: 0.7820, loss_cls: 1.9671, loss: 1.9671, grad_norm: 5.5541 2020-07-27 19:48:09,874 - mmaction - INFO - Epoch [32][1400/3757] lr: 1.000e-02, eta: 5 days, 20:38:42, time: 1.884, data_time: 0.108, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7586, loss_cls: 2.0336, loss: 2.0336, grad_norm: 5.6049 2020-07-27 19:48:47,144 - mmaction - INFO - Epoch [32][1420/3757] lr: 1.000e-02, eta: 5 days, 20:37:59, time: 1.868, data_time: 0.123, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7695, loss_cls: 2.0121, loss: 2.0121, grad_norm: 5.6333 2020-07-27 19:49:23,871 - mmaction - INFO - Epoch [32][1440/3757] lr: 1.000e-02, eta: 5 days, 20:37:14, time: 1.831, data_time: 0.091, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7547, loss_cls: 2.0580, loss: 2.0580, grad_norm: 5.6156 2020-07-27 19:50:04,561 - mmaction - INFO - Epoch [32][1460/3757] lr: 1.000e-02, eta: 5 days, 20:36:38, time: 2.040, data_time: 0.953, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7508, loss_cls: 2.0412, loss: 2.0412, grad_norm: 5.5579 2020-07-27 19:50:42,244 - mmaction - INFO - Epoch [32][1480/3757] lr: 1.000e-02, eta: 5 days, 20:35:55, time: 1.884, data_time: 0.759, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7547, loss_cls: 2.0589, loss: 2.0589, grad_norm: 5.6939 2020-07-27 19:51:24,212 - mmaction - INFO - Epoch [32][1500/3757] lr: 1.000e-02, eta: 5 days, 20:35:21, time: 2.094, data_time: 0.475, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7656, loss_cls: 2.0107, loss: 2.0107, grad_norm: 5.4692 2020-07-27 19:52:05,532 - mmaction - INFO - Epoch [32][1520/3757] lr: 1.000e-02, eta: 5 days, 20:34:47, time: 2.072, data_time: 0.057, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7609, loss_cls: 2.0367, loss: 2.0367, grad_norm: 5.7388 2020-07-27 19:52:43,408 - mmaction - INFO - Epoch [32][1540/3757] lr: 1.000e-02, eta: 5 days, 20:34:04, time: 1.893, data_time: 0.008, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7406, loss_cls: 2.0792, loss: 2.0792, grad_norm: 5.6099 2020-07-27 19:53:22,988 - mmaction - INFO - Epoch [32][1560/3757] lr: 1.000e-02, eta: 5 days, 20:33:26, time: 1.978, data_time: 0.002, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7586, loss_cls: 2.1143, loss: 2.1143, grad_norm: 5.7321 2020-07-27 19:54:01,923 - mmaction - INFO - Epoch [32][1580/3757] lr: 1.000e-02, eta: 5 days, 20:32:45, time: 1.942, data_time: 0.009, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7734, loss_cls: 1.9957, loss: 1.9957, grad_norm: 5.5847 2020-07-27 19:54:42,157 - mmaction - INFO - Epoch [32][1600/3757] lr: 1.000e-02, eta: 5 days, 20:32:09, time: 2.018, data_time: 0.009, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7422, loss_cls: 2.0645, loss: 2.0645, grad_norm: 5.5333 2020-07-27 19:55:22,644 - mmaction - INFO - Epoch [32][1620/3757] lr: 1.000e-02, eta: 5 days, 20:31:32, time: 2.020, data_time: 0.006, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7594, loss_cls: 2.0202, loss: 2.0202, grad_norm: 5.5526 2020-07-27 19:56:02,299 - mmaction - INFO - Epoch [32][1640/3757] lr: 1.000e-02, eta: 5 days, 20:30:53, time: 1.987, data_time: 0.008, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7484, loss_cls: 2.0942, loss: 2.0942, grad_norm: 5.6670 2020-07-27 19:56:41,985 - mmaction - INFO - Epoch [32][1660/3757] lr: 1.000e-02, eta: 5 days, 20:30:15, time: 1.978, data_time: 0.006, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7500, loss_cls: 2.0524, loss: 2.0524, grad_norm: 5.4606 2020-07-27 19:57:22,239 - mmaction - INFO - Epoch [32][1680/3757] lr: 1.000e-02, eta: 5 days, 20:29:38, time: 2.018, data_time: 0.009, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7664, loss_cls: 1.9748, loss: 1.9748, grad_norm: 5.5354 2020-07-27 19:57:57,525 - mmaction - INFO - Epoch [32][1700/3757] lr: 1.000e-02, eta: 5 days, 20:28:50, time: 1.765, data_time: 0.009, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7719, loss_cls: 2.1131, loss: 2.1131, grad_norm: 5.6054 2020-07-27 19:58:39,918 - mmaction - INFO - Epoch [32][1720/3757] lr: 1.000e-02, eta: 5 days, 20:28:17, time: 2.118, data_time: 0.003, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.0451, loss: 2.0451, grad_norm: 5.5022 2020-07-27 19:59:16,643 - mmaction - INFO - Epoch [32][1740/3757] lr: 1.000e-02, eta: 5 days, 20:27:32, time: 1.832, data_time: 0.009, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7641, loss_cls: 2.0957, loss: 2.0957, grad_norm: 5.7616 2020-07-27 19:59:53,767 - mmaction - INFO - Epoch [32][1760/3757] lr: 1.000e-02, eta: 5 days, 20:26:49, time: 1.862, data_time: 0.416, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7328, loss_cls: 2.1529, loss: 2.1529, grad_norm: 5.6925 2020-07-27 20:00:33,186 - mmaction - INFO - Epoch [32][1780/3757] lr: 1.000e-02, eta: 5 days, 20:26:09, time: 1.954, data_time: 0.725, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7430, loss_cls: 2.1325, loss: 2.1325, grad_norm: 5.6630 2020-07-27 20:01:11,203 - mmaction - INFO - Epoch [32][1800/3757] lr: 1.000e-02, eta: 5 days, 20:25:28, time: 1.917, data_time: 0.770, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7516, loss_cls: 2.0645, loss: 2.0645, grad_norm: 5.6789 2020-07-27 20:01:52,819 - mmaction - INFO - Epoch [32][1820/3757] lr: 1.000e-02, eta: 5 days, 20:24:53, time: 2.081, data_time: 0.784, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7508, loss_cls: 2.0708, loss: 2.0708, grad_norm: 5.5880 2020-07-27 20:02:30,194 - mmaction - INFO - Epoch [32][1840/3757] lr: 1.000e-02, eta: 5 days, 20:24:10, time: 1.870, data_time: 0.005, memory: 5170, top1_acc: 0.5625, top5_acc: 0.7781, loss_cls: 1.9054, loss: 1.9054, grad_norm: 5.3979 2020-07-27 20:03:08,232 - mmaction - INFO - Epoch [32][1860/3757] lr: 1.000e-02, eta: 5 days, 20:23:28, time: 1.903, data_time: 0.009, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7422, loss_cls: 2.1199, loss: 2.1199, grad_norm: 5.6849 2020-07-27 20:03:45,776 - mmaction - INFO - Epoch [32][1880/3757] lr: 1.000e-02, eta: 5 days, 20:22:45, time: 1.868, data_time: 0.008, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7617, loss_cls: 2.0710, loss: 2.0710, grad_norm: 5.4772 2020-07-27 20:04:24,942 - mmaction - INFO - Epoch [32][1900/3757] lr: 1.000e-02, eta: 5 days, 20:22:05, time: 1.960, data_time: 0.149, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7672, loss_cls: 2.0037, loss: 2.0037, grad_norm: 5.4602 2020-07-27 20:05:02,304 - mmaction - INFO - Epoch [32][1920/3757] lr: 1.000e-02, eta: 5 days, 20:21:22, time: 1.875, data_time: 0.019, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7773, loss_cls: 1.9320, loss: 1.9320, grad_norm: 5.5178 2020-07-27 20:05:44,316 - mmaction - INFO - Epoch [32][1940/3757] lr: 1.000e-02, eta: 5 days, 20:20:49, time: 2.101, data_time: 0.464, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7453, loss_cls: 2.0509, loss: 2.0509, grad_norm: 5.6634 2020-07-27 20:06:23,051 - mmaction - INFO - Epoch [32][1960/3757] lr: 1.000e-02, eta: 5 days, 20:20:08, time: 1.931, data_time: 1.263, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7617, loss_cls: 2.0204, loss: 2.0204, grad_norm: 5.5224 2020-07-27 20:07:00,404 - mmaction - INFO - Epoch [32][1980/3757] lr: 1.000e-02, eta: 5 days, 20:19:25, time: 1.869, data_time: 1.091, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7633, loss_cls: 2.0562, loss: 2.0562, grad_norm: 5.6236 2020-07-27 20:07:37,770 - mmaction - INFO - Epoch [32][2000/3757] lr: 1.000e-02, eta: 5 days, 20:18:41, time: 1.865, data_time: 1.047, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7578, loss_cls: 2.0400, loss: 2.0400, grad_norm: 5.5472 2020-07-27 20:08:16,027 - mmaction - INFO - Epoch [32][2020/3757] lr: 1.000e-02, eta: 5 days, 20:18:00, time: 1.921, data_time: 1.193, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7625, loss_cls: 2.0575, loss: 2.0575, grad_norm: 5.5490 2020-07-27 20:08:56,084 - mmaction - INFO - Epoch [32][2040/3757] lr: 1.000e-02, eta: 5 days, 20:17:22, time: 1.999, data_time: 0.851, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7594, loss_cls: 2.0764, loss: 2.0764, grad_norm: 5.6178 2020-07-27 20:09:36,591 - mmaction - INFO - Epoch [32][2060/3757] lr: 1.000e-02, eta: 5 days, 20:16:46, time: 2.026, data_time: 0.604, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7406, loss_cls: 2.1236, loss: 2.1236, grad_norm: 5.7024 2020-07-27 20:10:14,400 - mmaction - INFO - Epoch [32][2080/3757] lr: 1.000e-02, eta: 5 days, 20:16:03, time: 1.886, data_time: 0.715, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7578, loss_cls: 2.1150, loss: 2.1150, grad_norm: 5.5211 2020-07-27 20:10:53,677 - mmaction - INFO - Epoch [32][2100/3757] lr: 1.000e-02, eta: 5 days, 20:15:24, time: 1.971, data_time: 0.368, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7477, loss_cls: 2.1157, loss: 2.1157, grad_norm: 5.7441 2020-07-27 20:11:34,405 - mmaction - INFO - Epoch [32][2120/3757] lr: 1.000e-02, eta: 5 days, 20:14:48, time: 2.028, data_time: 0.016, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7531, loss_cls: 2.1256, loss: 2.1256, grad_norm: 5.6619 2020-07-27 20:12:13,281 - mmaction - INFO - Epoch [32][2140/3757] lr: 1.000e-02, eta: 5 days, 20:14:08, time: 1.949, data_time: 0.011, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7547, loss_cls: 2.0994, loss: 2.0994, grad_norm: 5.6281 2020-07-27 20:12:51,462 - mmaction - INFO - Epoch [32][2160/3757] lr: 1.000e-02, eta: 5 days, 20:13:26, time: 1.911, data_time: 0.008, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7508, loss_cls: 2.0666, loss: 2.0666, grad_norm: 5.5142 2020-07-27 20:13:32,576 - mmaction - INFO - Epoch [32][2180/3757] lr: 1.000e-02, eta: 5 days, 20:12:51, time: 2.056, data_time: 0.024, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7641, loss_cls: 2.0932, loss: 2.0932, grad_norm: 5.6813 2020-07-27 20:14:14,196 - mmaction - INFO - Epoch [32][2200/3757] lr: 1.000e-02, eta: 5 days, 20:12:16, time: 2.073, data_time: 0.251, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7664, loss_cls: 2.0128, loss: 2.0128, grad_norm: 5.5910 2020-07-27 20:14:48,562 - mmaction - INFO - Epoch [32][2220/3757] lr: 1.000e-02, eta: 5 days, 20:11:27, time: 1.725, data_time: 0.012, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7492, loss_cls: 2.1180, loss: 2.1180, grad_norm: 5.6767 2020-07-27 20:15:30,337 - mmaction - INFO - Epoch [32][2240/3757] lr: 1.000e-02, eta: 5 days, 20:10:53, time: 2.086, data_time: 0.008, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7664, loss_cls: 2.0006, loss: 2.0006, grad_norm: 5.6580 2020-07-27 20:16:09,672 - mmaction - INFO - Epoch [32][2260/3757] lr: 1.000e-02, eta: 5 days, 20:10:14, time: 1.968, data_time: 0.010, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7445, loss_cls: 2.0934, loss: 2.0934, grad_norm: 5.5520 2020-07-27 20:16:50,241 - mmaction - INFO - Epoch [32][2280/3757] lr: 1.000e-02, eta: 5 days, 20:09:37, time: 2.031, data_time: 0.006, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7641, loss_cls: 2.0329, loss: 2.0329, grad_norm: 5.5189 2020-07-27 20:17:30,663 - mmaction - INFO - Epoch [32][2300/3757] lr: 1.000e-02, eta: 5 days, 20:09:01, time: 2.021, data_time: 0.004, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7477, loss_cls: 2.1029, loss: 2.1029, grad_norm: 5.7410 2020-07-27 20:18:10,354 - mmaction - INFO - Epoch [32][2320/3757] lr: 1.000e-02, eta: 5 days, 20:08:22, time: 1.986, data_time: 0.008, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7547, loss_cls: 2.0736, loss: 2.0736, grad_norm: 5.6611 2020-07-27 20:18:48,817 - mmaction - INFO - Epoch [32][2340/3757] lr: 1.000e-02, eta: 5 days, 20:07:41, time: 1.923, data_time: 0.002, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7641, loss_cls: 2.0804, loss: 2.0804, grad_norm: 5.7382 2020-07-27 20:19:28,393 - mmaction - INFO - Epoch [32][2360/3757] lr: 1.000e-02, eta: 5 days, 20:07:03, time: 1.978, data_time: 0.015, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7719, loss_cls: 2.0246, loss: 2.0246, grad_norm: 5.6878 2020-07-27 20:20:08,315 - mmaction - INFO - Epoch [32][2380/3757] lr: 1.000e-02, eta: 5 days, 20:06:25, time: 1.997, data_time: 0.004, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7602, loss_cls: 2.1169, loss: 2.1169, grad_norm: 5.9109 2020-07-27 20:20:45,756 - mmaction - INFO - Epoch [32][2400/3757] lr: 1.000e-02, eta: 5 days, 20:05:41, time: 1.873, data_time: 0.110, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7602, loss_cls: 2.0789, loss: 2.0789, grad_norm: 5.5978 2020-07-27 20:21:26,500 - mmaction - INFO - Epoch [32][2420/3757] lr: 1.000e-02, eta: 5 days, 20:05:05, time: 2.033, data_time: 0.068, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7453, loss_cls: 2.1124, loss: 2.1124, grad_norm: 5.6552 2020-07-27 20:22:06,507 - mmaction - INFO - Epoch [32][2440/3757] lr: 1.000e-02, eta: 5 days, 20:04:27, time: 1.997, data_time: 0.008, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7602, loss_cls: 2.0543, loss: 2.0543, grad_norm: 5.7091 2020-07-27 20:22:42,697 - mmaction - INFO - Epoch [32][2460/3757] lr: 1.000e-02, eta: 5 days, 20:03:42, time: 1.814, data_time: 0.010, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7812, loss_cls: 2.0278, loss: 2.0278, grad_norm: 5.7621 2020-07-27 20:23:21,718 - mmaction - INFO - Epoch [32][2480/3757] lr: 1.000e-02, eta: 5 days, 20:03:02, time: 1.947, data_time: 0.106, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7484, loss_cls: 2.1040, loss: 2.1040, grad_norm: 5.5987 2020-07-27 20:23:57,121 - mmaction - INFO - Epoch [32][2500/3757] lr: 1.000e-02, eta: 5 days, 20:02:14, time: 1.775, data_time: 0.365, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7711, loss_cls: 2.0632, loss: 2.0632, grad_norm: 5.7827 2020-07-27 20:24:36,638 - mmaction - INFO - Epoch [32][2520/3757] lr: 1.000e-02, eta: 5 days, 20:01:35, time: 1.970, data_time: 0.476, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7438, loss_cls: 2.1414, loss: 2.1414, grad_norm: 5.7537 2020-07-27 20:25:16,199 - mmaction - INFO - Epoch [32][2540/3757] lr: 1.000e-02, eta: 5 days, 20:00:57, time: 1.980, data_time: 0.011, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7680, loss_cls: 2.0153, loss: 2.0153, grad_norm: 5.5068 2020-07-27 20:25:50,790 - mmaction - INFO - Epoch [32][2560/3757] lr: 1.000e-02, eta: 5 days, 20:00:07, time: 1.733, data_time: 0.009, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7727, loss_cls: 1.9642, loss: 1.9642, grad_norm: 5.5805 2020-07-27 20:26:31,244 - mmaction - INFO - Epoch [32][2580/3757] lr: 1.000e-02, eta: 5 days, 19:59:31, time: 2.026, data_time: 0.013, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7758, loss_cls: 2.0123, loss: 2.0123, grad_norm: 5.6482 2020-07-27 20:27:12,977 - mmaction - INFO - Epoch [32][2600/3757] lr: 1.000e-02, eta: 5 days, 19:58:57, time: 2.083, data_time: 0.002, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7367, loss_cls: 2.1447, loss: 2.1447, grad_norm: 5.6765 2020-07-27 20:27:49,617 - mmaction - INFO - Epoch [32][2620/3757] lr: 1.000e-02, eta: 5 days, 19:58:11, time: 1.823, data_time: 0.006, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7688, loss_cls: 1.9777, loss: 1.9777, grad_norm: 5.5120 2020-07-27 20:28:31,787 - mmaction - INFO - Epoch [32][2640/3757] lr: 1.000e-02, eta: 5 days, 19:57:39, time: 2.120, data_time: 0.014, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7477, loss_cls: 2.0290, loss: 2.0290, grad_norm: 5.5807 2020-07-27 20:29:11,375 - mmaction - INFO - Epoch [32][2660/3757] lr: 1.000e-02, eta: 5 days, 19:57:00, time: 1.974, data_time: 0.007, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7570, loss_cls: 2.0930, loss: 2.0930, grad_norm: 5.6430 2020-07-27 20:29:51,486 - mmaction - INFO - Epoch [32][2680/3757] lr: 1.000e-02, eta: 5 days, 19:56:23, time: 2.011, data_time: 0.008, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0539, loss: 2.0539, grad_norm: 5.5368 2020-07-27 20:30:28,971 - mmaction - INFO - Epoch [32][2700/3757] lr: 1.000e-02, eta: 5 days, 19:55:39, time: 1.870, data_time: 0.043, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7633, loss_cls: 2.0483, loss: 2.0483, grad_norm: 5.7793 2020-07-27 20:31:10,237 - mmaction - INFO - Epoch [32][2720/3757] lr: 1.000e-02, eta: 5 days, 19:55:05, time: 2.067, data_time: 0.014, memory: 5170, top1_acc: 0.4805, top5_acc: 0.7438, loss_cls: 2.1829, loss: 2.1829, grad_norm: 5.7318 2020-07-27 20:31:49,705 - mmaction - INFO - Epoch [32][2740/3757] lr: 1.000e-02, eta: 5 days, 19:54:26, time: 1.972, data_time: 0.007, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7516, loss_cls: 2.0504, loss: 2.0504, grad_norm: 5.4609 2020-07-27 20:32:28,513 - mmaction - INFO - Epoch [32][2760/3757] lr: 1.000e-02, eta: 5 days, 19:53:45, time: 1.940, data_time: 0.004, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7484, loss_cls: 2.0959, loss: 2.0959, grad_norm: 5.6817 2020-07-27 20:33:06,615 - mmaction - INFO - Epoch [32][2780/3757] lr: 1.000e-02, eta: 5 days, 19:53:03, time: 1.901, data_time: 0.010, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7555, loss_cls: 2.1040, loss: 2.1040, grad_norm: 5.5748 2020-07-27 20:33:42,810 - mmaction - INFO - Epoch [32][2800/3757] lr: 1.000e-02, eta: 5 days, 19:52:18, time: 1.815, data_time: 0.365, memory: 5170, top1_acc: 0.5641, top5_acc: 0.7906, loss_cls: 1.8597, loss: 1.8597, grad_norm: 5.4520 2020-07-27 20:34:23,389 - mmaction - INFO - Epoch [32][2820/3757] lr: 1.000e-02, eta: 5 days, 19:51:41, time: 2.023, data_time: 0.905, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7570, loss_cls: 2.0797, loss: 2.0797, grad_norm: 5.7690 2020-07-27 20:35:02,089 - mmaction - INFO - Epoch [32][2840/3757] lr: 1.000e-02, eta: 5 days, 19:51:01, time: 1.940, data_time: 0.587, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7469, loss_cls: 2.1128, loss: 2.1128, grad_norm: 5.7447 2020-07-27 20:35:43,286 - mmaction - INFO - Epoch [32][2860/3757] lr: 1.000e-02, eta: 5 days, 19:50:26, time: 2.059, data_time: 0.881, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7609, loss_cls: 2.0713, loss: 2.0713, grad_norm: 5.6955 2020-07-27 20:36:19,351 - mmaction - INFO - Epoch [32][2880/3757] lr: 1.000e-02, eta: 5 days, 19:49:39, time: 1.798, data_time: 1.052, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7508, loss_cls: 2.1292, loss: 2.1292, grad_norm: 5.7919 2020-07-27 20:36:57,596 - mmaction - INFO - Epoch [32][2900/3757] lr: 1.000e-02, eta: 5 days, 19:48:58, time: 1.918, data_time: 0.854, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7664, loss_cls: 2.0387, loss: 2.0387, grad_norm: 5.6606 2020-07-27 20:37:34,344 - mmaction - INFO - Epoch [32][2920/3757] lr: 1.000e-02, eta: 5 days, 19:48:13, time: 1.836, data_time: 1.029, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7461, loss_cls: 2.0862, loss: 2.0862, grad_norm: 5.7171 2020-07-27 20:38:14,158 - mmaction - INFO - Epoch [32][2940/3757] lr: 1.000e-02, eta: 5 days, 19:47:35, time: 1.992, data_time: 1.047, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7477, loss_cls: 2.1311, loss: 2.1311, grad_norm: 5.8304 2020-07-27 20:38:54,858 - mmaction - INFO - Epoch [32][2960/3757] lr: 1.000e-02, eta: 5 days, 19:46:59, time: 2.033, data_time: 1.069, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7414, loss_cls: 2.1474, loss: 2.1474, grad_norm: 5.6453 2020-07-27 20:39:35,795 - mmaction - INFO - Epoch [32][2980/3757] lr: 1.000e-02, eta: 5 days, 19:46:23, time: 2.050, data_time: 0.130, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7625, loss_cls: 2.0485, loss: 2.0485, grad_norm: 5.6997 2020-07-27 20:40:12,534 - mmaction - INFO - Epoch [32][3000/3757] lr: 1.000e-02, eta: 5 days, 19:45:39, time: 1.836, data_time: 0.006, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7508, loss_cls: 2.1554, loss: 2.1554, grad_norm: 5.8188 2020-07-27 20:40:52,560 - mmaction - INFO - Epoch [32][3020/3757] lr: 1.000e-02, eta: 5 days, 19:45:01, time: 1.999, data_time: 0.096, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7523, loss_cls: 2.0340, loss: 2.0340, grad_norm: 5.5227 2020-07-27 20:41:34,003 - mmaction - INFO - Epoch [32][3040/3757] lr: 1.000e-02, eta: 5 days, 19:44:26, time: 2.068, data_time: 0.347, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7594, loss_cls: 2.1278, loss: 2.1278, grad_norm: 5.8607 2020-07-27 20:42:09,524 - mmaction - INFO - Epoch [32][3060/3757] lr: 1.000e-02, eta: 5 days, 19:43:39, time: 1.777, data_time: 0.010, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7578, loss_cls: 2.0328, loss: 2.0328, grad_norm: 5.6038 2020-07-27 20:42:47,150 - mmaction - INFO - Epoch [32][3080/3757] lr: 1.000e-02, eta: 5 days, 19:42:56, time: 1.888, data_time: 0.011, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7523, loss_cls: 2.0474, loss: 2.0474, grad_norm: 5.5228 2020-07-27 20:43:27,512 - mmaction - INFO - Epoch [32][3100/3757] lr: 1.000e-02, eta: 5 days, 19:42:19, time: 2.018, data_time: 0.003, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7289, loss_cls: 2.2242, loss: 2.2242, grad_norm: 5.7557 2020-07-27 20:44:11,191 - mmaction - INFO - Epoch [32][3120/3757] lr: 1.000e-02, eta: 5 days, 19:41:49, time: 2.179, data_time: 0.008, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7656, loss_cls: 2.0678, loss: 2.0678, grad_norm: 5.6175 2020-07-27 20:44:51,945 - mmaction - INFO - Epoch [32][3140/3757] lr: 1.000e-02, eta: 5 days, 19:41:13, time: 2.041, data_time: 0.008, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7703, loss_cls: 2.0120, loss: 2.0120, grad_norm: 5.6278 2020-07-27 20:45:26,756 - mmaction - INFO - Epoch [32][3160/3757] lr: 1.000e-02, eta: 5 days, 19:40:24, time: 1.732, data_time: 0.008, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7688, loss_cls: 1.9887, loss: 1.9887, grad_norm: 5.4059 2020-07-27 20:46:10,029 - mmaction - INFO - Epoch [32][3180/3757] lr: 1.000e-02, eta: 5 days, 19:39:54, time: 2.174, data_time: 0.350, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7477, loss_cls: 2.1415, loss: 2.1415, grad_norm: 5.7862 2020-07-27 20:46:45,827 - mmaction - INFO - Epoch [32][3200/3757] lr: 1.000e-02, eta: 5 days, 19:39:07, time: 1.789, data_time: 0.008, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7602, loss_cls: 2.0865, loss: 2.0865, grad_norm: 5.5673 2020-07-27 20:47:21,257 - mmaction - INFO - Epoch [32][3220/3757] lr: 1.000e-02, eta: 5 days, 19:38:20, time: 1.771, data_time: 0.594, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7555, loss_cls: 2.1242, loss: 2.1242, grad_norm: 5.6706 2020-07-27 20:47:59,967 - mmaction - INFO - Epoch [32][3240/3757] lr: 1.000e-02, eta: 5 days, 19:37:39, time: 1.935, data_time: 0.155, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7766, loss_cls: 1.9451, loss: 1.9451, grad_norm: 5.6118 2020-07-27 20:48:39,197 - mmaction - INFO - Epoch [32][3260/3757] lr: 1.000e-02, eta: 5 days, 19:37:00, time: 1.956, data_time: 0.255, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7547, loss_cls: 2.0785, loss: 2.0785, grad_norm: 5.7640 2020-07-27 20:49:15,177 - mmaction - INFO - Epoch [32][3280/3757] lr: 1.000e-02, eta: 5 days, 19:36:14, time: 1.805, data_time: 0.055, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7508, loss_cls: 2.1052, loss: 2.1052, grad_norm: 5.7146 2020-07-27 20:50:00,173 - mmaction - INFO - Epoch [32][3300/3757] lr: 1.000e-02, eta: 5 days, 19:35:46, time: 2.242, data_time: 0.110, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7602, loss_cls: 2.0566, loss: 2.0566, grad_norm: 5.5289 2020-07-27 20:50:35,553 - mmaction - INFO - Epoch [32][3320/3757] lr: 1.000e-02, eta: 5 days, 19:34:59, time: 1.776, data_time: 0.017, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7664, loss_cls: 2.0231, loss: 2.0231, grad_norm: 5.5035 2020-07-27 20:51:14,420 - mmaction - INFO - Epoch [32][3340/3757] lr: 1.000e-02, eta: 5 days, 19:34:19, time: 1.941, data_time: 0.096, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7703, loss_cls: 1.9999, loss: 1.9999, grad_norm: 5.4547 2020-07-27 20:51:55,331 - mmaction - INFO - Epoch [32][3360/3757] lr: 1.000e-02, eta: 5 days, 19:33:43, time: 2.049, data_time: 0.160, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7438, loss_cls: 2.0654, loss: 2.0654, grad_norm: 5.6546 2020-07-27 20:52:37,466 - mmaction - INFO - Epoch [32][3380/3757] lr: 1.000e-02, eta: 5 days, 19:33:10, time: 2.100, data_time: 0.002, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7500, loss_cls: 2.1419, loss: 2.1419, grad_norm: 5.6868 2020-07-27 20:53:16,081 - mmaction - INFO - Epoch [32][3400/3757] lr: 1.000e-02, eta: 5 days, 19:32:29, time: 1.931, data_time: 0.009, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7422, loss_cls: 2.1356, loss: 2.1356, grad_norm: 5.5434 2020-07-27 20:53:53,242 - mmaction - INFO - Epoch [32][3420/3757] lr: 1.000e-02, eta: 5 days, 19:31:45, time: 1.862, data_time: 0.012, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7516, loss_cls: 2.0214, loss: 2.0214, grad_norm: 5.5003 2020-07-27 20:54:34,079 - mmaction - INFO - Epoch [32][3440/3757] lr: 1.000e-02, eta: 5 days, 19:31:09, time: 2.035, data_time: 0.011, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7469, loss_cls: 2.0533, loss: 2.0533, grad_norm: 5.5120 2020-07-27 20:55:08,798 - mmaction - INFO - Epoch [32][3460/3757] lr: 1.000e-02, eta: 5 days, 19:30:20, time: 1.743, data_time: 0.175, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7758, loss_cls: 1.9725, loss: 1.9725, grad_norm: 5.4330 2020-07-27 20:55:49,819 - mmaction - INFO - Epoch [32][3480/3757] lr: 1.000e-02, eta: 5 days, 19:29:45, time: 2.051, data_time: 0.196, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7492, loss_cls: 2.0673, loss: 2.0673, grad_norm: 5.5986 2020-07-27 20:56:26,141 - mmaction - INFO - Epoch [32][3500/3757] lr: 1.000e-02, eta: 5 days, 19:28:59, time: 1.809, data_time: 0.118, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7430, loss_cls: 2.1323, loss: 2.1323, grad_norm: 5.7216 2020-07-27 20:57:06,968 - mmaction - INFO - Epoch [32][3520/3757] lr: 1.000e-02, eta: 5 days, 19:28:23, time: 2.048, data_time: 0.937, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7578, loss_cls: 2.0648, loss: 2.0648, grad_norm: 5.6507 2020-07-27 20:57:42,998 - mmaction - INFO - Epoch [32][3540/3757] lr: 1.000e-02, eta: 5 days, 19:27:37, time: 1.799, data_time: 1.205, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7414, loss_cls: 2.1619, loss: 2.1619, grad_norm: 5.7001 2020-07-27 20:58:24,928 - mmaction - INFO - Epoch [32][3560/3757] lr: 1.000e-02, eta: 5 days, 19:27:04, time: 2.101, data_time: 0.179, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7688, loss_cls: 2.0012, loss: 2.0012, grad_norm: 5.4718 2020-07-27 20:59:03,979 - mmaction - INFO - Epoch [32][3580/3757] lr: 1.000e-02, eta: 5 days, 19:26:24, time: 1.952, data_time: 0.229, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7648, loss_cls: 2.0009, loss: 2.0009, grad_norm: 5.5710 2020-07-27 20:59:42,073 - mmaction - INFO - Epoch [32][3600/3757] lr: 1.000e-02, eta: 5 days, 19:25:42, time: 1.907, data_time: 0.004, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7445, loss_cls: 2.1433, loss: 2.1433, grad_norm: 5.7177 2020-07-27 21:00:20,426 - mmaction - INFO - Epoch [32][3620/3757] lr: 1.000e-02, eta: 5 days, 19:25:00, time: 1.898, data_time: 0.297, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7602, loss_cls: 2.0483, loss: 2.0483, grad_norm: 5.6673 2020-07-27 21:00:57,528 - mmaction - INFO - Epoch [32][3640/3757] lr: 1.000e-02, eta: 5 days, 19:24:17, time: 1.872, data_time: 0.708, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7367, loss_cls: 2.1596, loss: 2.1596, grad_norm: 5.7957 2020-07-27 21:01:38,487 - mmaction - INFO - Epoch [32][3660/3757] lr: 1.000e-02, eta: 5 days, 19:23:41, time: 2.042, data_time: 0.237, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7398, loss_cls: 2.0502, loss: 2.0502, grad_norm: 5.7092 2020-07-27 21:02:22,134 - mmaction - INFO - Epoch [32][3680/3757] lr: 1.000e-02, eta: 5 days, 19:23:11, time: 2.187, data_time: 0.011, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7695, loss_cls: 2.0525, loss: 2.0525, grad_norm: 5.5468 2020-07-27 21:03:03,061 - mmaction - INFO - Epoch [32][3700/3757] lr: 1.000e-02, eta: 5 days, 19:22:36, time: 2.049, data_time: 0.008, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7781, loss_cls: 1.9963, loss: 1.9963, grad_norm: 5.7268 2020-07-27 21:03:34,960 - mmaction - INFO - Epoch [32][3720/3757] lr: 1.000e-02, eta: 5 days, 19:21:40, time: 1.590, data_time: 0.059, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7664, loss_cls: 2.0094, loss: 2.0094, grad_norm: 5.6992 2020-07-27 21:04:16,158 - mmaction - INFO - Epoch [32][3740/3757] lr: 1.000e-02, eta: 5 days, 19:21:06, time: 2.066, data_time: 0.128, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7422, loss_cls: 2.1047, loss: 2.1047, grad_norm: 5.6282 2020-07-27 21:04:41,323 - mmaction - INFO - Saving checkpoint at 32 epochs 2020-07-27 21:05:38,343 - mmaction - INFO - Epoch [33][20/3757] lr: 1.000e-02, eta: 5 days, 19:19:16, time: 2.765, data_time: 0.743, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7492, loss_cls: 2.0655, loss: 2.0655, grad_norm: 5.4594 2020-07-27 21:06:16,537 - mmaction - INFO - Epoch [33][40/3757] lr: 1.000e-02, eta: 5 days, 19:18:35, time: 1.916, data_time: 0.011, memory: 5170, top1_acc: 0.5563, top5_acc: 0.7797, loss_cls: 1.9685, loss: 1.9685, grad_norm: 5.5388 2020-07-27 21:06:58,308 - mmaction - INFO - Epoch [33][60/3757] lr: 1.000e-02, eta: 5 days, 19:18:01, time: 2.088, data_time: 0.039, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7633, loss_cls: 2.0066, loss: 2.0066, grad_norm: 5.5480 2020-07-27 21:07:35,470 - mmaction - INFO - Epoch [33][80/3757] lr: 1.000e-02, eta: 5 days, 19:17:17, time: 1.860, data_time: 0.005, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7328, loss_cls: 2.1148, loss: 2.1148, grad_norm: 5.7664 2020-07-27 21:08:12,353 - mmaction - INFO - Epoch [33][100/3757] lr: 1.000e-02, eta: 5 days, 19:16:33, time: 1.844, data_time: 0.048, memory: 5170, top1_acc: 0.5555, top5_acc: 0.7984, loss_cls: 1.8989, loss: 1.8989, grad_norm: 5.4932 2020-07-27 21:08:54,095 - mmaction - INFO - Epoch [33][120/3757] lr: 1.000e-02, eta: 5 days, 19:15:59, time: 2.087, data_time: 0.008, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7625, loss_cls: 2.0438, loss: 2.0438, grad_norm: 5.6281 2020-07-27 21:09:30,241 - mmaction - INFO - Epoch [33][140/3757] lr: 1.000e-02, eta: 5 days, 19:15:12, time: 1.799, data_time: 0.009, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7750, loss_cls: 1.9510, loss: 1.9510, grad_norm: 5.4808 2020-07-27 21:10:11,551 - mmaction - INFO - Epoch [33][160/3757] lr: 1.000e-02, eta: 5 days, 19:14:38, time: 2.072, data_time: 1.430, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7750, loss_cls: 1.9612, loss: 1.9612, grad_norm: 5.5361 2020-07-27 21:10:46,590 - mmaction - INFO - Epoch [33][180/3757] lr: 1.000e-02, eta: 5 days, 19:13:50, time: 1.754, data_time: 0.340, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7750, loss_cls: 1.9976, loss: 1.9976, grad_norm: 5.6987 2020-07-27 21:11:27,340 - mmaction - INFO - Epoch [33][200/3757] lr: 1.000e-02, eta: 5 days, 19:13:14, time: 2.038, data_time: 0.008, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7797, loss_cls: 1.9914, loss: 1.9914, grad_norm: 5.6299 2020-07-27 21:12:04,600 - mmaction - INFO - Epoch [33][220/3757] lr: 1.000e-02, eta: 5 days, 19:12:30, time: 1.861, data_time: 0.008, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7594, loss_cls: 2.0012, loss: 2.0012, grad_norm: 5.5464 2020-07-27 21:12:46,308 - mmaction - INFO - Epoch [33][240/3757] lr: 1.000e-02, eta: 5 days, 19:11:56, time: 2.087, data_time: 0.005, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7477, loss_cls: 2.1265, loss: 2.1265, grad_norm: 5.7127 2020-07-27 21:13:22,966 - mmaction - INFO - Epoch [33][260/3757] lr: 1.000e-02, eta: 5 days, 19:11:11, time: 1.825, data_time: 0.007, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7484, loss_cls: 2.1002, loss: 2.1002, grad_norm: 5.5911 2020-07-27 21:14:03,055 - mmaction - INFO - Epoch [33][280/3757] lr: 1.000e-02, eta: 5 days, 19:10:34, time: 2.013, data_time: 0.073, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7766, loss_cls: 1.9151, loss: 1.9151, grad_norm: 5.5116 2020-07-27 21:14:40,462 - mmaction - INFO - Epoch [33][300/3757] lr: 1.000e-02, eta: 5 days, 19:09:50, time: 1.871, data_time: 0.818, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7797, loss_cls: 2.0226, loss: 2.0226, grad_norm: 5.7249 2020-07-27 21:15:22,198 - mmaction - INFO - Epoch [33][320/3757] lr: 1.000e-02, eta: 5 days, 19:09:16, time: 2.082, data_time: 0.053, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7641, loss_cls: 2.0291, loss: 2.0291, grad_norm: 5.5165 2020-07-27 21:15:59,666 - mmaction - INFO - Epoch [33][340/3757] lr: 1.000e-02, eta: 5 days, 19:08:33, time: 1.877, data_time: 0.009, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7945, loss_cls: 1.8848, loss: 1.8848, grad_norm: 5.6863 2020-07-27 21:16:37,501 - mmaction - INFO - Epoch [33][360/3757] lr: 1.000e-02, eta: 5 days, 19:07:51, time: 1.890, data_time: 0.154, memory: 5170, top1_acc: 0.5500, top5_acc: 0.7578, loss_cls: 1.9705, loss: 1.9705, grad_norm: 5.5871 2020-07-27 21:17:18,814 - mmaction - INFO - Epoch [33][380/3757] lr: 1.000e-02, eta: 5 days, 19:07:16, time: 2.067, data_time: 0.065, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7703, loss_cls: 2.0333, loss: 2.0333, grad_norm: 5.5415 2020-07-27 21:17:59,310 - mmaction - INFO - Epoch [33][400/3757] lr: 1.000e-02, eta: 5 days, 19:06:39, time: 2.020, data_time: 0.019, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7711, loss_cls: 1.9933, loss: 1.9933, grad_norm: 5.5249 2020-07-27 21:18:36,820 - mmaction - INFO - Epoch [33][420/3757] lr: 1.000e-02, eta: 5 days, 19:05:56, time: 1.878, data_time: 0.010, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7750, loss_cls: 2.0117, loss: 2.0117, grad_norm: 5.6040 2020-07-27 21:19:15,993 - mmaction - INFO - Epoch [33][440/3757] lr: 1.000e-02, eta: 5 days, 19:05:17, time: 1.962, data_time: 0.006, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7500, loss_cls: 2.0597, loss: 2.0597, grad_norm: 5.5470 2020-07-27 21:19:55,503 - mmaction - INFO - Epoch [33][460/3757] lr: 1.000e-02, eta: 5 days, 19:04:38, time: 1.972, data_time: 0.002, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7820, loss_cls: 1.9112, loss: 1.9112, grad_norm: 5.6297 2020-07-27 21:20:36,044 - mmaction - INFO - Epoch [33][480/3757] lr: 1.000e-02, eta: 5 days, 19:04:01, time: 2.027, data_time: 0.025, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7578, loss_cls: 2.0578, loss: 2.0578, grad_norm: 5.7813 2020-07-27 21:21:18,248 - mmaction - INFO - Epoch [33][500/3757] lr: 1.000e-02, eta: 5 days, 19:03:28, time: 2.110, data_time: 0.009, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7727, loss_cls: 2.0234, loss: 2.0234, grad_norm: 5.8228 2020-07-27 21:21:59,313 - mmaction - INFO - Epoch [33][520/3757] lr: 1.000e-02, eta: 5 days, 19:02:53, time: 2.051, data_time: 0.010, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7555, loss_cls: 2.0730, loss: 2.0730, grad_norm: 5.7078 2020-07-27 21:22:35,989 - mmaction - INFO - Epoch [33][540/3757] lr: 1.000e-02, eta: 5 days, 19:02:08, time: 1.837, data_time: 0.009, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7477, loss_cls: 2.1437, loss: 2.1437, grad_norm: 5.6465 2020-07-27 21:23:13,582 - mmaction - INFO - Epoch [33][560/3757] lr: 1.000e-02, eta: 5 days, 19:01:26, time: 1.883, data_time: 0.006, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7508, loss_cls: 2.0656, loss: 2.0656, grad_norm: 5.6035 2020-07-27 21:23:49,623 - mmaction - INFO - Epoch [33][580/3757] lr: 1.000e-02, eta: 5 days, 19:00:39, time: 1.801, data_time: 0.618, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7445, loss_cls: 2.0955, loss: 2.0955, grad_norm: 5.6225 2020-07-27 21:24:29,331 - mmaction - INFO - Epoch [33][600/3757] lr: 1.000e-02, eta: 5 days, 19:00:01, time: 1.979, data_time: 0.795, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7414, loss_cls: 2.0586, loss: 2.0586, grad_norm: 5.4301 2020-07-27 21:25:14,298 - mmaction - INFO - Epoch [33][620/3757] lr: 1.000e-02, eta: 5 days, 18:59:33, time: 2.246, data_time: 1.146, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7695, loss_cls: 2.0181, loss: 2.0181, grad_norm: 5.5329 2020-07-27 21:25:54,097 - mmaction - INFO - Epoch [33][640/3757] lr: 1.000e-02, eta: 5 days, 18:58:56, time: 1.998, data_time: 0.012, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7523, loss_cls: 2.1079, loss: 2.1079, grad_norm: 5.8088 2020-07-27 21:26:29,605 - mmaction - INFO - Epoch [33][660/3757] lr: 1.000e-02, eta: 5 days, 18:58:09, time: 1.776, data_time: 0.099, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7461, loss_cls: 2.0622, loss: 2.0622, grad_norm: 5.7352 2020-07-27 21:27:07,577 - mmaction - INFO - Epoch [33][680/3757] lr: 1.000e-02, eta: 5 days, 18:57:26, time: 1.893, data_time: 0.027, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7555, loss_cls: 2.0305, loss: 2.0305, grad_norm: 5.7384 2020-07-27 21:27:49,274 - mmaction - INFO - Epoch [33][700/3757] lr: 1.000e-02, eta: 5 days, 18:56:52, time: 2.089, data_time: 0.032, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7695, loss_cls: 1.9721, loss: 1.9721, grad_norm: 5.6263 2020-07-27 21:28:28,201 - mmaction - INFO - Epoch [33][720/3757] lr: 1.000e-02, eta: 5 days, 18:56:12, time: 1.946, data_time: 0.004, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7586, loss_cls: 2.1054, loss: 2.1054, grad_norm: 5.7552 2020-07-27 21:29:08,550 - mmaction - INFO - Epoch [33][740/3757] lr: 1.000e-02, eta: 5 days, 18:55:35, time: 2.015, data_time: 0.009, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7672, loss_cls: 1.9863, loss: 1.9863, grad_norm: 5.6317 2020-07-27 21:29:43,589 - mmaction - INFO - Epoch [33][760/3757] lr: 1.000e-02, eta: 5 days, 18:54:47, time: 1.757, data_time: 0.007, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7766, loss_cls: 1.9526, loss: 1.9526, grad_norm: 5.7107 2020-07-27 21:30:23,707 - mmaction - INFO - Epoch [33][780/3757] lr: 1.000e-02, eta: 5 days, 18:54:10, time: 1.999, data_time: 0.008, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7578, loss_cls: 2.0636, loss: 2.0636, grad_norm: 5.7890 2020-07-27 21:31:05,611 - mmaction - INFO - Epoch [33][800/3757] lr: 1.000e-02, eta: 5 days, 18:53:36, time: 2.101, data_time: 0.009, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7539, loss_cls: 2.1043, loss: 2.1043, grad_norm: 5.6707 2020-07-27 21:31:42,615 - mmaction - INFO - Epoch [33][820/3757] lr: 1.000e-02, eta: 5 days, 18:52:52, time: 1.844, data_time: 0.042, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7555, loss_cls: 1.9786, loss: 1.9786, grad_norm: 5.6973 2020-07-27 21:32:21,639 - mmaction - INFO - Epoch [33][840/3757] lr: 1.000e-02, eta: 5 days, 18:52:12, time: 1.954, data_time: 0.454, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7617, loss_cls: 1.9712, loss: 1.9712, grad_norm: 5.5847 2020-07-27 21:33:01,854 - mmaction - INFO - Epoch [33][860/3757] lr: 1.000e-02, eta: 5 days, 18:51:35, time: 2.014, data_time: 0.193, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7461, loss_cls: 2.0572, loss: 2.0572, grad_norm: 5.6134 2020-07-27 21:33:37,023 - mmaction - INFO - Epoch [33][880/3757] lr: 1.000e-02, eta: 5 days, 18:50:47, time: 1.759, data_time: 0.590, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7562, loss_cls: 2.0676, loss: 2.0676, grad_norm: 5.8155 2020-07-27 21:34:13,603 - mmaction - INFO - Epoch [33][900/3757] lr: 1.000e-02, eta: 5 days, 18:50:02, time: 1.829, data_time: 0.736, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7523, loss_cls: 2.0447, loss: 2.0447, grad_norm: 5.6976 2020-07-27 21:34:54,247 - mmaction - INFO - Epoch [33][920/3757] lr: 1.000e-02, eta: 5 days, 18:49:26, time: 2.031, data_time: 0.763, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7547, loss_cls: 2.0592, loss: 2.0592, grad_norm: 5.6299 2020-07-27 21:35:33,499 - mmaction - INFO - Epoch [33][940/3757] lr: 1.000e-02, eta: 5 days, 18:48:46, time: 1.959, data_time: 0.578, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7773, loss_cls: 2.0079, loss: 2.0079, grad_norm: 5.4055 2020-07-27 21:36:10,868 - mmaction - INFO - Epoch [33][960/3757] lr: 1.000e-02, eta: 5 days, 18:48:03, time: 1.873, data_time: 0.364, memory: 5170, top1_acc: 0.5594, top5_acc: 0.7695, loss_cls: 1.9921, loss: 1.9921, grad_norm: 5.4431 2020-07-27 21:36:50,949 - mmaction - INFO - Epoch [33][980/3757] lr: 1.000e-02, eta: 5 days, 18:47:25, time: 1.998, data_time: 1.104, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7719, loss_cls: 1.9798, loss: 1.9798, grad_norm: 5.4764 2020-07-27 21:37:29,603 - mmaction - INFO - Epoch [33][1000/3757] lr: 1.000e-02, eta: 5 days, 18:46:45, time: 1.939, data_time: 0.758, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7695, loss_cls: 2.0226, loss: 2.0226, grad_norm: 5.6884 2020-07-27 21:38:09,468 - mmaction - INFO - Epoch [33][1020/3757] lr: 1.000e-02, eta: 5 days, 18:46:07, time: 1.991, data_time: 0.012, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7531, loss_cls: 2.0165, loss: 2.0165, grad_norm: 5.5888 2020-07-27 21:38:47,592 - mmaction - INFO - Epoch [33][1040/3757] lr: 1.000e-02, eta: 5 days, 18:45:26, time: 1.910, data_time: 0.006, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7695, loss_cls: 1.9749, loss: 1.9749, grad_norm: 5.5379 2020-07-27 21:39:23,522 - mmaction - INFO - Epoch [33][1060/3757] lr: 1.000e-02, eta: 5 days, 18:44:39, time: 1.788, data_time: 0.008, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7688, loss_cls: 1.9619, loss: 1.9619, grad_norm: 5.4559 2020-07-27 21:40:04,022 - mmaction - INFO - Epoch [33][1080/3757] lr: 1.000e-02, eta: 5 days, 18:44:03, time: 2.032, data_time: 0.014, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7586, loss_cls: 2.0781, loss: 2.0781, grad_norm: 5.7149 2020-07-27 21:40:40,897 - mmaction - INFO - Epoch [33][1100/3757] lr: 1.000e-02, eta: 5 days, 18:43:18, time: 1.843, data_time: 0.113, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7734, loss_cls: 1.9507, loss: 1.9507, grad_norm: 5.3923 2020-07-27 21:41:21,391 - mmaction - INFO - Epoch [33][1120/3757] lr: 1.000e-02, eta: 5 days, 18:42:41, time: 2.017, data_time: 0.076, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7648, loss_cls: 2.0456, loss: 2.0456, grad_norm: 5.5524 2020-07-27 21:41:58,008 - mmaction - INFO - Epoch [33][1140/3757] lr: 1.000e-02, eta: 5 days, 18:41:57, time: 1.835, data_time: 0.011, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7602, loss_cls: 2.0784, loss: 2.0784, grad_norm: 5.4457 2020-07-27 21:42:38,919 - mmaction - INFO - Epoch [33][1160/3757] lr: 1.000e-02, eta: 5 days, 18:41:21, time: 2.051, data_time: 0.010, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7383, loss_cls: 2.0852, loss: 2.0852, grad_norm: 5.5874 2020-07-27 21:43:17,484 - mmaction - INFO - Epoch [33][1180/3757] lr: 1.000e-02, eta: 5 days, 18:40:40, time: 1.928, data_time: 0.003, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7570, loss_cls: 2.0359, loss: 2.0359, grad_norm: 5.6515 2020-07-27 21:43:56,288 - mmaction - INFO - Epoch [33][1200/3757] lr: 1.000e-02, eta: 5 days, 18:40:00, time: 1.936, data_time: 0.463, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7484, loss_cls: 2.1156, loss: 2.1156, grad_norm: 5.8211 2020-07-27 21:44:36,195 - mmaction - INFO - Epoch [33][1220/3757] lr: 1.000e-02, eta: 5 days, 18:39:22, time: 1.998, data_time: 0.847, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7500, loss_cls: 2.0443, loss: 2.0443, grad_norm: 5.7146 2020-07-27 21:45:18,094 - mmaction - INFO - Epoch [33][1240/3757] lr: 1.000e-02, eta: 5 days, 18:38:48, time: 2.094, data_time: 0.683, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7430, loss_cls: 2.1181, loss: 2.1181, grad_norm: 5.7241 2020-07-27 21:45:54,650 - mmaction - INFO - Epoch [33][1260/3757] lr: 1.000e-02, eta: 5 days, 18:38:03, time: 1.826, data_time: 0.425, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7508, loss_cls: 2.1265, loss: 2.1265, grad_norm: 5.7373 2020-07-27 21:46:33,702 - mmaction - INFO - Epoch [33][1280/3757] lr: 1.000e-02, eta: 5 days, 18:37:23, time: 1.951, data_time: 0.982, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7430, loss_cls: 2.1213, loss: 2.1213, grad_norm: 5.6766 2020-07-27 21:47:11,083 - mmaction - INFO - Epoch [33][1300/3757] lr: 1.000e-02, eta: 5 days, 18:36:41, time: 1.875, data_time: 1.254, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7695, loss_cls: 1.9931, loss: 1.9931, grad_norm: 5.6608 2020-07-27 21:47:53,060 - mmaction - INFO - Epoch [33][1320/3757] lr: 1.000e-02, eta: 5 days, 18:36:07, time: 2.098, data_time: 0.759, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7602, loss_cls: 2.0922, loss: 2.0922, grad_norm: 5.7485 2020-07-27 21:48:28,796 - mmaction - INFO - Epoch [33][1340/3757] lr: 1.000e-02, eta: 5 days, 18:35:20, time: 1.786, data_time: 0.362, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7578, loss_cls: 2.0938, loss: 2.0938, grad_norm: 5.7756 2020-07-27 21:49:07,083 - mmaction - INFO - Epoch [33][1360/3757] lr: 1.000e-02, eta: 5 days, 18:34:39, time: 1.917, data_time: 0.453, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7359, loss_cls: 2.1671, loss: 2.1671, grad_norm: 5.6059 2020-07-27 21:49:48,058 - mmaction - INFO - Epoch [33][1380/3757] lr: 1.000e-02, eta: 5 days, 18:34:03, time: 2.047, data_time: 0.690, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7727, loss_cls: 2.0059, loss: 2.0059, grad_norm: 5.7075 2020-07-27 21:50:26,354 - mmaction - INFO - Epoch [33][1400/3757] lr: 1.000e-02, eta: 5 days, 18:33:22, time: 1.913, data_time: 0.558, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7562, loss_cls: 2.1023, loss: 2.1023, grad_norm: 5.6950 2020-07-27 21:51:05,661 - mmaction - INFO - Epoch [33][1420/3757] lr: 1.000e-02, eta: 5 days, 18:32:42, time: 1.959, data_time: 0.460, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7562, loss_cls: 2.1003, loss: 2.1003, grad_norm: 5.6799 2020-07-27 21:51:44,111 - mmaction - INFO - Epoch [33][1440/3757] lr: 1.000e-02, eta: 5 days, 18:32:02, time: 1.932, data_time: 0.435, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7727, loss_cls: 2.0326, loss: 2.0326, grad_norm: 5.5771 2020-07-27 21:52:23,198 - mmaction - INFO - Epoch [33][1460/3757] lr: 1.000e-02, eta: 5 days, 18:31:22, time: 1.951, data_time: 0.845, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7664, loss_cls: 2.0097, loss: 2.0097, grad_norm: 5.4922 2020-07-27 21:53:01,709 - mmaction - INFO - Epoch [33][1480/3757] lr: 1.000e-02, eta: 5 days, 18:30:41, time: 1.923, data_time: 0.849, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7555, loss_cls: 2.0205, loss: 2.0205, grad_norm: 5.5392 2020-07-27 21:53:40,804 - mmaction - INFO - Epoch [33][1500/3757] lr: 1.000e-02, eta: 5 days, 18:30:02, time: 1.960, data_time: 1.287, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7703, loss_cls: 2.0367, loss: 2.0367, grad_norm: 5.6577 2020-07-27 21:54:21,561 - mmaction - INFO - Epoch [33][1520/3757] lr: 1.000e-02, eta: 5 days, 18:29:25, time: 2.029, data_time: 1.436, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7586, loss_cls: 2.0632, loss: 2.0632, grad_norm: 5.6924 2020-07-27 21:55:00,305 - mmaction - INFO - Epoch [33][1540/3757] lr: 1.000e-02, eta: 5 days, 18:28:45, time: 1.941, data_time: 1.357, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7789, loss_cls: 1.9766, loss: 1.9766, grad_norm: 5.5578 2020-07-27 21:55:40,517 - mmaction - INFO - Epoch [33][1560/3757] lr: 1.000e-02, eta: 5 days, 18:28:08, time: 2.017, data_time: 0.895, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7266, loss_cls: 2.1477, loss: 2.1477, grad_norm: 5.6568 2020-07-27 21:56:20,270 - mmaction - INFO - Epoch [33][1580/3757] lr: 1.000e-02, eta: 5 days, 18:27:30, time: 1.986, data_time: 0.494, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7359, loss_cls: 2.1961, loss: 2.1961, grad_norm: 5.7467 2020-07-27 21:56:58,392 - mmaction - INFO - Epoch [33][1600/3757] lr: 1.000e-02, eta: 5 days, 18:26:48, time: 1.908, data_time: 0.007, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7844, loss_cls: 1.9482, loss: 1.9482, grad_norm: 5.6046 2020-07-27 21:57:38,272 - mmaction - INFO - Epoch [33][1620/3757] lr: 1.000e-02, eta: 5 days, 18:26:10, time: 1.992, data_time: 0.009, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7461, loss_cls: 2.0611, loss: 2.0611, grad_norm: 5.6234 2020-07-27 21:58:15,707 - mmaction - INFO - Epoch [33][1640/3757] lr: 1.000e-02, eta: 5 days, 18:25:27, time: 1.870, data_time: 0.007, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7508, loss_cls: 2.1208, loss: 2.1208, grad_norm: 5.8388 2020-07-27 21:58:56,406 - mmaction - INFO - Epoch [33][1660/3757] lr: 1.000e-02, eta: 5 days, 18:24:51, time: 2.038, data_time: 0.013, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7703, loss_cls: 1.9758, loss: 1.9758, grad_norm: 5.4378 2020-07-27 21:59:38,536 - mmaction - INFO - Epoch [33][1680/3757] lr: 1.000e-02, eta: 5 days, 18:24:17, time: 2.108, data_time: 0.009, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7406, loss_cls: 2.0861, loss: 2.0861, grad_norm: 5.7027 2020-07-27 22:00:12,843 - mmaction - INFO - Epoch [33][1700/3757] lr: 1.000e-02, eta: 5 days, 18:23:27, time: 1.699, data_time: 0.003, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7422, loss_cls: 2.1037, loss: 2.1037, grad_norm: 5.7536 2020-07-27 22:00:51,746 - mmaction - INFO - Epoch [33][1720/3757] lr: 1.000e-02, eta: 5 days, 18:22:48, time: 1.957, data_time: 0.029, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7414, loss_cls: 2.1017, loss: 2.1017, grad_norm: 5.7285 2020-07-27 22:01:30,090 - mmaction - INFO - Epoch [33][1740/3757] lr: 1.000e-02, eta: 5 days, 18:22:07, time: 1.920, data_time: 0.009, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7570, loss_cls: 2.0745, loss: 2.0745, grad_norm: 5.5555 2020-07-27 22:02:11,690 - mmaction - INFO - Epoch [33][1760/3757] lr: 1.000e-02, eta: 5 days, 18:21:32, time: 2.073, data_time: 0.004, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7555, loss_cls: 2.0628, loss: 2.0628, grad_norm: 5.5932 2020-07-27 22:02:52,465 - mmaction - INFO - Epoch [33][1780/3757] lr: 1.000e-02, eta: 5 days, 18:20:56, time: 2.044, data_time: 0.011, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7719, loss_cls: 1.9560, loss: 1.9560, grad_norm: 5.6620 2020-07-27 22:03:30,196 - mmaction - INFO - Epoch [33][1800/3757] lr: 1.000e-02, eta: 5 days, 18:20:14, time: 1.888, data_time: 0.006, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0062, loss: 2.0062, grad_norm: 5.6707 2020-07-27 22:04:06,738 - mmaction - INFO - Epoch [33][1820/3757] lr: 1.000e-02, eta: 5 days, 18:19:29, time: 1.826, data_time: 0.013, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7516, loss_cls: 2.1171, loss: 2.1171, grad_norm: 5.7196 2020-07-27 22:04:45,678 - mmaction - INFO - Epoch [33][1840/3757] lr: 1.000e-02, eta: 5 days, 18:18:49, time: 1.950, data_time: 0.589, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7734, loss_cls: 1.9687, loss: 1.9687, grad_norm: 5.5723 2020-07-27 22:05:25,643 - mmaction - INFO - Epoch [33][1860/3757] lr: 1.000e-02, eta: 5 days, 18:18:11, time: 1.997, data_time: 0.493, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7477, loss_cls: 2.1196, loss: 2.1196, grad_norm: 5.7082 2020-07-27 22:06:02,722 - mmaction - INFO - Epoch [33][1880/3757] lr: 1.000e-02, eta: 5 days, 18:17:27, time: 1.848, data_time: 0.642, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7820, loss_cls: 1.9575, loss: 1.9575, grad_norm: 5.6191 2020-07-27 22:06:41,334 - mmaction - INFO - Epoch [33][1900/3757] lr: 1.000e-02, eta: 5 days, 18:16:47, time: 1.937, data_time: 0.102, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7672, loss_cls: 1.9826, loss: 1.9826, grad_norm: 5.4810 2020-07-27 22:07:20,359 - mmaction - INFO - Epoch [33][1920/3757] lr: 1.000e-02, eta: 5 days, 18:16:07, time: 1.947, data_time: 0.026, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7531, loss_cls: 2.0885, loss: 2.0885, grad_norm: 5.5789 2020-07-27 22:07:59,037 - mmaction - INFO - Epoch [33][1940/3757] lr: 1.000e-02, eta: 5 days, 18:15:26, time: 1.938, data_time: 0.010, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7477, loss_cls: 2.0534, loss: 2.0534, grad_norm: 5.5289 2020-07-27 22:08:39,674 - mmaction - INFO - Epoch [33][1960/3757] lr: 1.000e-02, eta: 5 days, 18:14:50, time: 2.027, data_time: 0.008, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7711, loss_cls: 2.0070, loss: 2.0070, grad_norm: 5.5513 2020-07-27 22:09:18,416 - mmaction - INFO - Epoch [33][1980/3757] lr: 1.000e-02, eta: 5 days, 18:14:10, time: 1.942, data_time: 0.008, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7719, loss_cls: 1.9766, loss: 1.9766, grad_norm: 5.7377 2020-07-27 22:09:53,820 - mmaction - INFO - Epoch [33][2000/3757] lr: 1.000e-02, eta: 5 days, 18:13:22, time: 1.762, data_time: 0.009, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7484, loss_cls: 2.1232, loss: 2.1232, grad_norm: 5.6119 2020-07-27 22:10:36,991 - mmaction - INFO - Epoch [33][2020/3757] lr: 1.000e-02, eta: 5 days, 18:12:51, time: 2.163, data_time: 0.013, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7648, loss_cls: 2.0456, loss: 2.0456, grad_norm: 5.7244 2020-07-27 22:11:14,371 - mmaction - INFO - Epoch [33][2040/3757] lr: 1.000e-02, eta: 5 days, 18:12:08, time: 1.868, data_time: 0.006, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7688, loss_cls: 2.0669, loss: 2.0669, grad_norm: 5.7148 2020-07-27 22:11:53,373 - mmaction - INFO - Epoch [33][2060/3757] lr: 1.000e-02, eta: 5 days, 18:11:28, time: 1.954, data_time: 0.017, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7547, loss_cls: 2.0450, loss: 2.0450, grad_norm: 5.5825 2020-07-27 22:12:32,574 - mmaction - INFO - Epoch [33][2080/3757] lr: 1.000e-02, eta: 5 days, 18:10:49, time: 1.958, data_time: 0.019, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7359, loss_cls: 2.0985, loss: 2.0985, grad_norm: 5.6490 2020-07-27 22:13:11,889 - mmaction - INFO - Epoch [33][2100/3757] lr: 1.000e-02, eta: 5 days, 18:10:09, time: 1.962, data_time: 0.005, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7555, loss_cls: 2.0831, loss: 2.0831, grad_norm: 5.7728 2020-07-27 22:13:52,876 - mmaction - INFO - Epoch [33][2120/3757] lr: 1.000e-02, eta: 5 days, 18:09:34, time: 2.049, data_time: 0.009, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7539, loss_cls: 2.0700, loss: 2.0700, grad_norm: 5.4726 2020-07-27 22:14:27,600 - mmaction - INFO - Epoch [33][2140/3757] lr: 1.000e-02, eta: 5 days, 18:08:45, time: 1.743, data_time: 0.010, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7727, loss_cls: 2.0571, loss: 2.0571, grad_norm: 5.7549 2020-07-27 22:15:05,663 - mmaction - INFO - Epoch [33][2160/3757] lr: 1.000e-02, eta: 5 days, 18:08:04, time: 1.902, data_time: 0.011, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7633, loss_cls: 2.0781, loss: 2.0781, grad_norm: 5.6757 2020-07-27 22:15:44,191 - mmaction - INFO - Epoch [33][2180/3757] lr: 1.000e-02, eta: 5 days, 18:07:23, time: 1.928, data_time: 0.228, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7469, loss_cls: 2.0931, loss: 2.0931, grad_norm: 5.6550 2020-07-27 22:16:24,286 - mmaction - INFO - Epoch [33][2200/3757] lr: 1.000e-02, eta: 5 days, 18:06:45, time: 2.005, data_time: 0.008, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7523, loss_cls: 2.0662, loss: 2.0662, grad_norm: 5.4978 2020-07-27 22:17:03,701 - mmaction - INFO - Epoch [33][2220/3757] lr: 1.000e-02, eta: 5 days, 18:06:06, time: 1.970, data_time: 0.125, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7727, loss_cls: 1.9723, loss: 1.9723, grad_norm: 5.4979 2020-07-27 22:17:42,102 - mmaction - INFO - Epoch [33][2240/3757] lr: 1.000e-02, eta: 5 days, 18:05:25, time: 1.911, data_time: 0.032, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7711, loss_cls: 2.0557, loss: 2.0557, grad_norm: 5.6583 2020-07-27 22:18:18,759 - mmaction - INFO - Epoch [33][2260/3757] lr: 1.000e-02, eta: 5 days, 18:04:41, time: 1.842, data_time: 0.012, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7641, loss_cls: 2.0345, loss: 2.0345, grad_norm: 5.5559 2020-07-27 22:19:00,330 - mmaction - INFO - Epoch [33][2280/3757] lr: 1.000e-02, eta: 5 days, 18:04:06, time: 2.072, data_time: 0.008, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7703, loss_cls: 2.0007, loss: 2.0007, grad_norm: 5.6958 2020-07-27 22:19:38,540 - mmaction - INFO - Epoch [33][2300/3757] lr: 1.000e-02, eta: 5 days, 18:03:25, time: 1.918, data_time: 0.010, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7625, loss_cls: 2.0265, loss: 2.0265, grad_norm: 5.7717 2020-07-27 22:20:16,209 - mmaction - INFO - Epoch [33][2320/3757] lr: 1.000e-02, eta: 5 days, 18:02:42, time: 1.874, data_time: 0.013, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7539, loss_cls: 2.0459, loss: 2.0459, grad_norm: 5.6965 2020-07-27 22:20:55,610 - mmaction - INFO - Epoch [33][2340/3757] lr: 1.000e-02, eta: 5 days, 18:02:03, time: 1.979, data_time: 0.014, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7602, loss_cls: 2.0385, loss: 2.0385, grad_norm: 5.6313 2020-07-27 22:21:33,458 - mmaction - INFO - Epoch [33][2360/3757] lr: 1.000e-02, eta: 5 days, 18:01:21, time: 1.886, data_time: 0.007, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7578, loss_cls: 2.0880, loss: 2.0880, grad_norm: 5.6947 2020-07-27 22:22:15,238 - mmaction - INFO - Epoch [33][2380/3757] lr: 1.000e-02, eta: 5 days, 18:00:47, time: 2.095, data_time: 0.009, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7664, loss_cls: 2.0615, loss: 2.0615, grad_norm: 5.7358 2020-07-27 22:22:52,857 - mmaction - INFO - Epoch [33][2400/3757] lr: 1.000e-02, eta: 5 days, 18:00:04, time: 1.877, data_time: 0.332, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7609, loss_cls: 2.0961, loss: 2.0961, grad_norm: 5.7567 2020-07-27 22:23:33,973 - mmaction - INFO - Epoch [33][2420/3757] lr: 1.000e-02, eta: 5 days, 17:59:29, time: 2.060, data_time: 1.399, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7680, loss_cls: 2.0016, loss: 2.0016, grad_norm: 5.7234 2020-07-27 22:24:09,895 - mmaction - INFO - Epoch [33][2440/3757] lr: 1.000e-02, eta: 5 days, 17:58:43, time: 1.795, data_time: 0.485, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7625, loss_cls: 2.0549, loss: 2.0549, grad_norm: 5.7171 2020-07-27 22:24:49,367 - mmaction - INFO - Epoch [33][2460/3757] lr: 1.000e-02, eta: 5 days, 17:58:04, time: 1.973, data_time: 0.006, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7531, loss_cls: 2.0655, loss: 2.0655, grad_norm: 5.6387 2020-07-27 22:25:29,127 - mmaction - INFO - Epoch [33][2480/3757] lr: 1.000e-02, eta: 5 days, 17:57:25, time: 1.984, data_time: 0.297, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7641, loss_cls: 2.0399, loss: 2.0399, grad_norm: 5.6869 2020-07-27 22:26:06,219 - mmaction - INFO - Epoch [33][2500/3757] lr: 1.000e-02, eta: 5 days, 17:56:42, time: 1.861, data_time: 0.029, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7617, loss_cls: 1.9961, loss: 1.9961, grad_norm: 5.3700 2020-07-27 22:26:45,736 - mmaction - INFO - Epoch [33][2520/3757] lr: 1.000e-02, eta: 5 days, 17:56:03, time: 1.972, data_time: 0.090, memory: 5170, top1_acc: 0.4938, top5_acc: 0.7320, loss_cls: 2.1938, loss: 2.1938, grad_norm: 5.7667 2020-07-27 22:27:26,607 - mmaction - INFO - Epoch [33][2540/3757] lr: 1.000e-02, eta: 5 days, 17:55:27, time: 2.046, data_time: 0.008, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7477, loss_cls: 2.0860, loss: 2.0860, grad_norm: 5.5432 2020-07-27 22:28:07,366 - mmaction - INFO - Epoch [33][2560/3757] lr: 1.000e-02, eta: 5 days, 17:54:51, time: 2.027, data_time: 0.008, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7867, loss_cls: 1.8693, loss: 1.8693, grad_norm: 5.2521 2020-07-27 22:28:44,695 - mmaction - INFO - Epoch [33][2580/3757] lr: 1.000e-02, eta: 5 days, 17:54:08, time: 1.877, data_time: 0.074, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7555, loss_cls: 2.0607, loss: 2.0607, grad_norm: 5.7524 2020-07-27 22:29:22,649 - mmaction - INFO - Epoch [33][2600/3757] lr: 1.000e-02, eta: 5 days, 17:53:25, time: 1.890, data_time: 0.513, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7570, loss_cls: 2.0982, loss: 2.0982, grad_norm: 5.6361 2020-07-27 22:30:00,814 - mmaction - INFO - Epoch [33][2620/3757] lr: 1.000e-02, eta: 5 days, 17:52:44, time: 1.916, data_time: 0.398, memory: 5170, top1_acc: 0.4914, top5_acc: 0.7422, loss_cls: 2.1297, loss: 2.1297, grad_norm: 5.8456 2020-07-27 22:30:38,395 - mmaction - INFO - Epoch [33][2640/3757] lr: 1.000e-02, eta: 5 days, 17:52:01, time: 1.876, data_time: 0.078, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7484, loss_cls: 2.1344, loss: 2.1344, grad_norm: 5.6831 2020-07-27 22:31:17,833 - mmaction - INFO - Epoch [33][2660/3757] lr: 1.000e-02, eta: 5 days, 17:51:23, time: 1.975, data_time: 0.051, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7719, loss_cls: 1.9851, loss: 1.9851, grad_norm: 5.5246 2020-07-27 22:31:56,200 - mmaction - INFO - Epoch [33][2680/3757] lr: 1.000e-02, eta: 5 days, 17:50:42, time: 1.917, data_time: 0.011, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7539, loss_cls: 2.0426, loss: 2.0426, grad_norm: 5.6831 2020-07-27 22:32:37,541 - mmaction - INFO - Epoch [33][2700/3757] lr: 1.000e-02, eta: 5 days, 17:50:06, time: 2.062, data_time: 0.022, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7609, loss_cls: 2.0755, loss: 2.0755, grad_norm: 5.5911 2020-07-27 22:33:15,857 - mmaction - INFO - Epoch [33][2720/3757] lr: 1.000e-02, eta: 5 days, 17:49:25, time: 1.923, data_time: 0.011, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7383, loss_cls: 2.1541, loss: 2.1541, grad_norm: 5.6966 2020-07-27 22:33:55,322 - mmaction - INFO - Epoch [33][2740/3757] lr: 1.000e-02, eta: 5 days, 17:48:46, time: 1.965, data_time: 0.306, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7500, loss_cls: 2.0750, loss: 2.0750, grad_norm: 5.6594 2020-07-27 22:34:36,056 - mmaction - INFO - Epoch [33][2760/3757] lr: 1.000e-02, eta: 5 days, 17:48:10, time: 2.046, data_time: 0.016, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7586, loss_cls: 2.0948, loss: 2.0948, grad_norm: 5.6420 2020-07-27 22:35:17,487 - mmaction - INFO - Epoch [33][2780/3757] lr: 1.000e-02, eta: 5 days, 17:47:35, time: 2.067, data_time: 0.009, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7406, loss_cls: 2.1162, loss: 2.1162, grad_norm: 5.7432 2020-07-27 22:35:55,243 - mmaction - INFO - Epoch [33][2800/3757] lr: 1.000e-02, eta: 5 days, 17:46:53, time: 1.892, data_time: 0.009, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7492, loss_cls: 2.0862, loss: 2.0862, grad_norm: 5.5728 2020-07-27 22:36:36,206 - mmaction - INFO - Epoch [33][2820/3757] lr: 1.000e-02, eta: 5 days, 17:46:17, time: 2.043, data_time: 0.008, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7398, loss_cls: 2.1325, loss: 2.1325, grad_norm: 5.6271 2020-07-27 22:37:14,024 - mmaction - INFO - Epoch [33][2840/3757] lr: 1.000e-02, eta: 5 days, 17:45:35, time: 1.893, data_time: 0.009, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7602, loss_cls: 2.0642, loss: 2.0642, grad_norm: 5.7042 2020-07-27 22:37:51,678 - mmaction - INFO - Epoch [33][2860/3757] lr: 1.000e-02, eta: 5 days, 17:44:52, time: 1.878, data_time: 0.010, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7891, loss_cls: 1.9783, loss: 1.9783, grad_norm: 5.7191 2020-07-27 22:38:33,371 - mmaction - INFO - Epoch [33][2880/3757] lr: 1.000e-02, eta: 5 days, 17:44:18, time: 2.086, data_time: 0.010, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7727, loss_cls: 2.0198, loss: 2.0198, grad_norm: 5.5755 2020-07-27 22:39:11,342 - mmaction - INFO - Epoch [33][2900/3757] lr: 1.000e-02, eta: 5 days, 17:43:36, time: 1.906, data_time: 0.009, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7641, loss_cls: 2.0342, loss: 2.0342, grad_norm: 5.6958 2020-07-27 22:39:48,172 - mmaction - INFO - Epoch [33][2920/3757] lr: 1.000e-02, eta: 5 days, 17:42:52, time: 1.834, data_time: 0.266, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7469, loss_cls: 2.1029, loss: 2.1029, grad_norm: 5.6127 2020-07-27 22:40:28,513 - mmaction - INFO - Epoch [33][2940/3757] lr: 1.000e-02, eta: 5 days, 17:42:15, time: 2.019, data_time: 0.661, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7758, loss_cls: 2.0216, loss: 2.0216, grad_norm: 5.6137 2020-07-27 22:41:08,270 - mmaction - INFO - Epoch [33][2960/3757] lr: 1.000e-02, eta: 5 days, 17:41:37, time: 1.993, data_time: 0.284, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7523, loss_cls: 2.0273, loss: 2.0273, grad_norm: 5.6082 2020-07-27 22:41:48,511 - mmaction - INFO - Epoch [33][2980/3757] lr: 1.000e-02, eta: 5 days, 17:40:59, time: 2.007, data_time: 0.137, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7516, loss_cls: 2.1158, loss: 2.1158, grad_norm: 5.6987 2020-07-27 22:42:26,890 - mmaction - INFO - Epoch [33][3000/3757] lr: 1.000e-02, eta: 5 days, 17:40:19, time: 1.923, data_time: 0.009, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7414, loss_cls: 2.1589, loss: 2.1589, grad_norm: 5.6410 2020-07-27 22:43:01,008 - mmaction - INFO - Epoch [33][3020/3757] lr: 1.000e-02, eta: 5 days, 17:39:29, time: 1.700, data_time: 0.009, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7430, loss_cls: 2.0457, loss: 2.0457, grad_norm: 5.4080 2020-07-27 22:43:42,317 - mmaction - INFO - Epoch [33][3040/3757] lr: 1.000e-02, eta: 5 days, 17:38:54, time: 2.072, data_time: 0.131, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7492, loss_cls: 2.0943, loss: 2.0943, grad_norm: 5.7323 2020-07-27 22:44:22,874 - mmaction - INFO - Epoch [33][3060/3757] lr: 1.000e-02, eta: 5 days, 17:38:17, time: 2.021, data_time: 0.010, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7352, loss_cls: 2.1954, loss: 2.1954, grad_norm: 5.8533 2020-07-27 22:45:02,673 - mmaction - INFO - Epoch [33][3080/3757] lr: 1.000e-02, eta: 5 days, 17:37:39, time: 1.996, data_time: 0.010, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7523, loss_cls: 2.0695, loss: 2.0695, grad_norm: 5.5597 2020-07-27 22:45:43,368 - mmaction - INFO - Epoch [33][3100/3757] lr: 1.000e-02, eta: 5 days, 17:37:03, time: 2.036, data_time: 0.004, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7523, loss_cls: 2.0671, loss: 2.0671, grad_norm: 5.4977 2020-07-27 22:46:22,406 - mmaction - INFO - Epoch [33][3120/3757] lr: 1.000e-02, eta: 5 days, 17:36:23, time: 1.946, data_time: 0.008, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7570, loss_cls: 2.0851, loss: 2.0851, grad_norm: 5.5979 2020-07-27 22:46:58,029 - mmaction - INFO - Epoch [33][3140/3757] lr: 1.000e-02, eta: 5 days, 17:35:36, time: 1.786, data_time: 0.008, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7852, loss_cls: 1.9739, loss: 1.9739, grad_norm: 5.4156 2020-07-27 22:47:37,089 - mmaction - INFO - Epoch [33][3160/3757] lr: 1.000e-02, eta: 5 days, 17:34:56, time: 1.950, data_time: 0.074, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7539, loss_cls: 2.0517, loss: 2.0517, grad_norm: 5.6578 2020-07-27 22:48:18,438 - mmaction - INFO - Epoch [33][3180/3757] lr: 1.000e-02, eta: 5 days, 17:34:21, time: 2.066, data_time: 0.008, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7531, loss_cls: 2.1288, loss: 2.1288, grad_norm: 5.8403 2020-07-27 22:48:59,652 - mmaction - INFO - Epoch [33][3200/3757] lr: 1.000e-02, eta: 5 days, 17:33:46, time: 2.060, data_time: 0.012, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7508, loss_cls: 2.0886, loss: 2.0886, grad_norm: 5.9366 2020-07-27 22:49:37,363 - mmaction - INFO - Epoch [33][3220/3757] lr: 1.000e-02, eta: 5 days, 17:33:04, time: 1.891, data_time: 0.009, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7609, loss_cls: 2.0154, loss: 2.0154, grad_norm: 5.6106 2020-07-27 22:50:15,860 - mmaction - INFO - Epoch [33][3240/3757] lr: 1.000e-02, eta: 5 days, 17:32:23, time: 1.921, data_time: 0.007, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7570, loss_cls: 2.0813, loss: 2.0813, grad_norm: 5.7301 2020-07-27 22:50:54,700 - mmaction - INFO - Epoch [33][3260/3757] lr: 1.000e-02, eta: 5 days, 17:31:43, time: 1.945, data_time: 0.147, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7594, loss_cls: 2.0293, loss: 2.0293, grad_norm: 5.4793 2020-07-27 22:51:31,902 - mmaction - INFO - Epoch [33][3280/3757] lr: 1.000e-02, eta: 5 days, 17:30:59, time: 1.860, data_time: 0.602, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7578, loss_cls: 2.0102, loss: 2.0102, grad_norm: 5.5927 2020-07-27 22:52:14,856 - mmaction - INFO - Epoch [33][3300/3757] lr: 1.000e-02, eta: 5 days, 17:30:28, time: 2.148, data_time: 0.184, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7719, loss_cls: 2.0354, loss: 2.0354, grad_norm: 5.5938 2020-07-27 22:52:54,789 - mmaction - INFO - Epoch [33][3320/3757] lr: 1.000e-02, eta: 5 days, 17:29:50, time: 1.994, data_time: 0.002, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7562, loss_cls: 2.0266, loss: 2.0266, grad_norm: 5.6053 2020-07-27 22:53:29,969 - mmaction - INFO - Epoch [33][3340/3757] lr: 1.000e-02, eta: 5 days, 17:29:02, time: 1.758, data_time: 0.009, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7711, loss_cls: 2.0378, loss: 2.0378, grad_norm: 5.7078 2020-07-27 22:54:13,958 - mmaction - INFO - Epoch [33][3360/3757] lr: 1.000e-02, eta: 5 days, 17:28:32, time: 2.196, data_time: 0.012, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7445, loss_cls: 2.1428, loss: 2.1428, grad_norm: 5.7465 2020-07-27 22:54:51,913 - mmaction - INFO - Epoch [33][3380/3757] lr: 1.000e-02, eta: 5 days, 17:27:51, time: 1.901, data_time: 0.009, memory: 5170, top1_acc: 0.4836, top5_acc: 0.7430, loss_cls: 2.1804, loss: 2.1804, grad_norm: 5.8000 2020-07-27 22:55:30,472 - mmaction - INFO - Epoch [33][3400/3757] lr: 1.000e-02, eta: 5 days, 17:27:10, time: 1.930, data_time: 0.009, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7602, loss_cls: 2.1244, loss: 2.1244, grad_norm: 5.6116 2020-07-27 22:56:06,864 - mmaction - INFO - Epoch [33][3420/3757] lr: 1.000e-02, eta: 5 days, 17:26:25, time: 1.821, data_time: 0.003, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7688, loss_cls: 1.9877, loss: 1.9877, grad_norm: 5.5203 2020-07-27 22:56:46,453 - mmaction - INFO - Epoch [33][3440/3757] lr: 1.000e-02, eta: 5 days, 17:25:46, time: 1.974, data_time: 0.007, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7508, loss_cls: 2.1049, loss: 2.1049, grad_norm: 5.7674 2020-07-27 22:57:27,727 - mmaction - INFO - Epoch [33][3460/3757] lr: 1.000e-02, eta: 5 days, 17:25:11, time: 2.068, data_time: 0.008, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7703, loss_cls: 1.9991, loss: 1.9991, grad_norm: 5.7165 2020-07-27 22:58:06,347 - mmaction - INFO - Epoch [33][3480/3757] lr: 1.000e-02, eta: 5 days, 17:24:31, time: 1.932, data_time: 0.008, memory: 5170, top1_acc: 0.5563, top5_acc: 0.7930, loss_cls: 1.8521, loss: 1.8521, grad_norm: 5.4559 2020-07-27 22:58:41,515 - mmaction - INFO - Epoch [33][3500/3757] lr: 1.000e-02, eta: 5 days, 17:23:43, time: 1.759, data_time: 0.002, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7578, loss_cls: 2.0465, loss: 2.0465, grad_norm: 5.8025 2020-07-27 22:59:23,215 - mmaction - INFO - Epoch [33][3520/3757] lr: 1.000e-02, eta: 5 days, 17:23:09, time: 2.081, data_time: 0.008, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7445, loss_cls: 2.1577, loss: 2.1577, grad_norm: 5.9873 2020-07-27 23:00:01,624 - mmaction - INFO - Epoch [33][3540/3757] lr: 1.000e-02, eta: 5 days, 17:22:28, time: 1.924, data_time: 0.009, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7320, loss_cls: 2.1402, loss: 2.1402, grad_norm: 5.8093 2020-07-27 23:00:41,747 - mmaction - INFO - Epoch [33][3560/3757] lr: 1.000e-02, eta: 5 days, 17:21:49, time: 1.969, data_time: 0.251, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7547, loss_cls: 2.0009, loss: 2.0009, grad_norm: 5.6676 2020-07-27 23:01:21,992 - mmaction - INFO - Epoch [33][3580/3757] lr: 1.000e-02, eta: 5 days, 17:21:13, time: 2.047, data_time: 0.158, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7484, loss_cls: 2.1600, loss: 2.1600, grad_norm: 5.8119 2020-07-27 23:01:57,733 - mmaction - INFO - Epoch [33][3600/3757] lr: 1.000e-02, eta: 5 days, 17:20:27, time: 1.790, data_time: 0.160, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7562, loss_cls: 2.0655, loss: 2.0655, grad_norm: 5.4290 2020-07-27 23:02:40,986 - mmaction - INFO - Epoch [33][3620/3757] lr: 1.000e-02, eta: 5 days, 17:19:55, time: 2.160, data_time: 0.445, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7484, loss_cls: 2.1016, loss: 2.1016, grad_norm: 5.7732 2020-07-27 23:03:21,352 - mmaction - INFO - Epoch [33][3640/3757] lr: 1.000e-02, eta: 5 days, 17:19:18, time: 2.016, data_time: 0.011, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7578, loss_cls: 2.0890, loss: 2.0890, grad_norm: 5.6577 2020-07-27 23:03:59,836 - mmaction - INFO - Epoch [33][3660/3757] lr: 1.000e-02, eta: 5 days, 17:18:37, time: 1.925, data_time: 0.063, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7734, loss_cls: 1.9825, loss: 1.9825, grad_norm: 5.5468 2020-07-27 23:04:39,900 - mmaction - INFO - Epoch [33][3680/3757] lr: 1.000e-02, eta: 5 days, 17:18:00, time: 1.998, data_time: 0.011, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7438, loss_cls: 2.1419, loss: 2.1419, grad_norm: 5.8100 2020-07-27 23:05:15,513 - mmaction - INFO - Epoch [33][3700/3757] lr: 1.000e-02, eta: 5 days, 17:17:13, time: 1.790, data_time: 0.012, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7766, loss_cls: 1.9954, loss: 1.9954, grad_norm: 5.6963 2020-07-27 23:05:54,578 - mmaction - INFO - Epoch [33][3720/3757] lr: 1.000e-02, eta: 5 days, 17:16:34, time: 1.950, data_time: 0.191, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7773, loss_cls: 2.0039, loss: 2.0039, grad_norm: 5.5957 2020-07-27 23:06:33,721 - mmaction - INFO - Epoch [33][3740/3757] lr: 1.000e-02, eta: 5 days, 17:15:54, time: 1.955, data_time: 0.278, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7531, loss_cls: 2.1129, loss: 2.1129, grad_norm: 5.8198 2020-07-27 23:06:59,387 - mmaction - INFO - Saving checkpoint at 33 epochs 2020-07-27 23:07:53,319 - mmaction - INFO - Epoch [34][20/3757] lr: 1.000e-02, eta: 5 days, 17:14:00, time: 2.602, data_time: 1.285, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7500, loss_cls: 2.0649, loss: 2.0649, grad_norm: 5.4668 2020-07-27 23:08:34,305 - mmaction - INFO - Epoch [34][40/3757] lr: 1.000e-02, eta: 5 days, 17:13:24, time: 2.053, data_time: 0.165, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7516, loss_cls: 2.1117, loss: 2.1117, grad_norm: 5.5905 2020-07-27 23:09:11,373 - mmaction - INFO - Epoch [34][60/3757] lr: 1.000e-02, eta: 5 days, 17:12:40, time: 1.853, data_time: 0.071, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7773, loss_cls: 1.9827, loss: 1.9827, grad_norm: 5.5390 2020-07-27 23:09:48,969 - mmaction - INFO - Epoch [34][80/3757] lr: 1.000e-02, eta: 5 days, 17:11:58, time: 1.879, data_time: 0.705, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7703, loss_cls: 2.0281, loss: 2.0281, grad_norm: 5.5986 2020-07-27 23:10:25,930 - mmaction - INFO - Epoch [34][100/3757] lr: 1.000e-02, eta: 5 days, 17:11:13, time: 1.842, data_time: 0.159, memory: 5170, top1_acc: 0.5570, top5_acc: 0.7945, loss_cls: 1.8610, loss: 1.8610, grad_norm: 5.4062 2020-07-27 23:11:07,862 - mmaction - INFO - Epoch [34][120/3757] lr: 1.000e-02, eta: 5 days, 17:10:40, time: 2.100, data_time: 0.704, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7484, loss_cls: 2.0791, loss: 2.0791, grad_norm: 5.8025 2020-07-27 23:11:47,875 - mmaction - INFO - Epoch [34][140/3757] lr: 1.000e-02, eta: 5 days, 17:10:02, time: 2.000, data_time: 0.009, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7781, loss_cls: 1.9488, loss: 1.9488, grad_norm: 5.5814 2020-07-27 23:12:28,542 - mmaction - INFO - Epoch [34][160/3757] lr: 1.000e-02, eta: 5 days, 17:09:26, time: 2.036, data_time: 0.007, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7695, loss_cls: 1.9907, loss: 1.9907, grad_norm: 5.5508 2020-07-27 23:13:02,705 - mmaction - INFO - Epoch [34][180/3757] lr: 1.000e-02, eta: 5 days, 17:08:36, time: 1.710, data_time: 0.004, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7734, loss_cls: 1.9694, loss: 1.9694, grad_norm: 5.6862 2020-07-27 23:13:44,785 - mmaction - INFO - Epoch [34][200/3757] lr: 1.000e-02, eta: 5 days, 17:08:03, time: 2.104, data_time: 0.007, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7547, loss_cls: 2.0764, loss: 2.0764, grad_norm: 5.7409 2020-07-27 23:14:20,719 - mmaction - INFO - Epoch [34][220/3757] lr: 1.000e-02, eta: 5 days, 17:07:17, time: 1.795, data_time: 0.003, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7633, loss_cls: 2.0161, loss: 2.0161, grad_norm: 5.5826 2020-07-27 23:15:01,173 - mmaction - INFO - Epoch [34][240/3757] lr: 1.000e-02, eta: 5 days, 17:06:40, time: 2.024, data_time: 0.004, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7461, loss_cls: 2.0564, loss: 2.0564, grad_norm: 5.6443 2020-07-27 23:15:42,124 - mmaction - INFO - Epoch [34][260/3757] lr: 1.000e-02, eta: 5 days, 17:06:04, time: 2.041, data_time: 0.007, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7742, loss_cls: 1.9606, loss: 1.9606, grad_norm: 5.6498 2020-07-27 23:16:21,375 - mmaction - INFO - Epoch [34][280/3757] lr: 1.000e-02, eta: 5 days, 17:05:25, time: 1.968, data_time: 0.010, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7523, loss_cls: 2.0595, loss: 2.0595, grad_norm: 5.7634 2020-07-27 23:17:00,522 - mmaction - INFO - Epoch [34][300/3757] lr: 1.000e-02, eta: 5 days, 17:04:45, time: 1.954, data_time: 0.009, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7773, loss_cls: 2.0236, loss: 2.0236, grad_norm: 5.5877 2020-07-27 23:17:37,880 - mmaction - INFO - Epoch [34][320/3757] lr: 1.000e-02, eta: 5 days, 17:04:02, time: 1.872, data_time: 0.026, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7688, loss_cls: 2.0252, loss: 2.0252, grad_norm: 5.6385 2020-07-27 23:18:19,701 - mmaction - INFO - Epoch [34][340/3757] lr: 1.000e-02, eta: 5 days, 17:03:28, time: 2.085, data_time: 0.024, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7820, loss_cls: 1.9397, loss: 1.9397, grad_norm: 5.5781 2020-07-27 23:18:58,404 - mmaction - INFO - Epoch [34][360/3757] lr: 1.000e-02, eta: 5 days, 17:02:48, time: 1.942, data_time: 0.011, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7648, loss_cls: 2.0152, loss: 2.0152, grad_norm: 5.6583 2020-07-27 23:19:36,877 - mmaction - INFO - Epoch [34][380/3757] lr: 1.000e-02, eta: 5 days, 17:02:07, time: 1.922, data_time: 0.008, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7586, loss_cls: 2.0505, loss: 2.0505, grad_norm: 5.7943 2020-07-27 23:20:16,000 - mmaction - INFO - Epoch [34][400/3757] lr: 1.000e-02, eta: 5 days, 17:01:27, time: 1.954, data_time: 0.063, memory: 5170, top1_acc: 0.5563, top5_acc: 0.7719, loss_cls: 1.9373, loss: 1.9373, grad_norm: 5.5429 2020-07-27 23:20:53,836 - mmaction - INFO - Epoch [34][420/3757] lr: 1.000e-02, eta: 5 days, 17:00:45, time: 1.895, data_time: 0.074, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7562, loss_cls: 2.0468, loss: 2.0468, grad_norm: 5.6456 2020-07-27 23:21:33,570 - mmaction - INFO - Epoch [34][440/3757] lr: 1.000e-02, eta: 5 days, 17:00:07, time: 1.986, data_time: 0.089, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7828, loss_cls: 1.9577, loss: 1.9577, grad_norm: 5.7239 2020-07-27 23:22:14,089 - mmaction - INFO - Epoch [34][460/3757] lr: 1.000e-02, eta: 5 days, 16:59:30, time: 2.024, data_time: 0.860, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7648, loss_cls: 2.0268, loss: 2.0268, grad_norm: 5.8257 2020-07-27 23:22:54,982 - mmaction - INFO - Epoch [34][480/3757] lr: 1.000e-02, eta: 5 days, 16:58:54, time: 2.047, data_time: 0.877, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7773, loss_cls: 1.9681, loss: 1.9681, grad_norm: 5.6351 2020-07-27 23:23:31,018 - mmaction - INFO - Epoch [34][500/3757] lr: 1.000e-02, eta: 5 days, 16:58:08, time: 1.799, data_time: 0.928, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7820, loss_cls: 1.9811, loss: 1.9811, grad_norm: 5.7190 2020-07-27 23:24:12,887 - mmaction - INFO - Epoch [34][520/3757] lr: 1.000e-02, eta: 5 days, 16:57:35, time: 2.096, data_time: 1.172, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7578, loss_cls: 2.0365, loss: 2.0365, grad_norm: 5.7441 2020-07-27 23:24:50,373 - mmaction - INFO - Epoch [34][540/3757] lr: 1.000e-02, eta: 5 days, 16:56:52, time: 1.873, data_time: 0.980, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7680, loss_cls: 2.0160, loss: 2.0160, grad_norm: 5.7467 2020-07-27 23:25:29,015 - mmaction - INFO - Epoch [34][560/3757] lr: 1.000e-02, eta: 5 days, 16:56:11, time: 1.927, data_time: 0.030, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7547, loss_cls: 2.0656, loss: 2.0656, grad_norm: 5.5634 2020-07-27 23:26:05,073 - mmaction - INFO - Epoch [34][580/3757] lr: 1.000e-02, eta: 5 days, 16:55:26, time: 1.811, data_time: 0.017, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7656, loss_cls: 2.0181, loss: 2.0181, grad_norm: 5.6029 2020-07-27 23:26:44,811 - mmaction - INFO - Epoch [34][600/3757] lr: 1.000e-02, eta: 5 days, 16:54:47, time: 1.980, data_time: 0.008, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7484, loss_cls: 2.0778, loss: 2.0778, grad_norm: 5.7987 2020-07-27 23:27:26,285 - mmaction - INFO - Epoch [34][620/3757] lr: 1.000e-02, eta: 5 days, 16:54:12, time: 2.081, data_time: 0.009, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7703, loss_cls: 1.9888, loss: 1.9888, grad_norm: 5.6215 2020-07-27 23:28:00,419 - mmaction - INFO - Epoch [34][640/3757] lr: 1.000e-02, eta: 5 days, 16:53:23, time: 1.698, data_time: 0.042, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7633, loss_cls: 2.0412, loss: 2.0412, grad_norm: 5.7469 2020-07-27 23:28:38,884 - mmaction - INFO - Epoch [34][660/3757] lr: 1.000e-02, eta: 5 days, 16:52:42, time: 1.931, data_time: 0.408, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7469, loss_cls: 2.1588, loss: 2.1588, grad_norm: 5.9474 2020-07-27 23:29:19,131 - mmaction - INFO - Epoch [34][680/3757] lr: 1.000e-02, eta: 5 days, 16:52:05, time: 2.009, data_time: 0.300, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7430, loss_cls: 2.0980, loss: 2.0980, grad_norm: 5.5473 2020-07-27 23:29:59,340 - mmaction - INFO - Epoch [34][700/3757] lr: 1.000e-02, eta: 5 days, 16:51:27, time: 2.013, data_time: 1.312, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7742, loss_cls: 1.9840, loss: 1.9840, grad_norm: 5.5491 2020-07-27 23:30:39,734 - mmaction - INFO - Epoch [34][720/3757] lr: 1.000e-02, eta: 5 days, 16:50:50, time: 2.016, data_time: 1.240, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7648, loss_cls: 2.0036, loss: 2.0036, grad_norm: 5.7085 2020-07-27 23:31:18,365 - mmaction - INFO - Epoch [34][740/3757] lr: 1.000e-02, eta: 5 days, 16:50:10, time: 1.937, data_time: 0.381, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7648, loss_cls: 2.0222, loss: 2.0222, grad_norm: 5.6843 2020-07-27 23:31:55,583 - mmaction - INFO - Epoch [34][760/3757] lr: 1.000e-02, eta: 5 days, 16:49:26, time: 1.853, data_time: 0.007, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7641, loss_cls: 2.0619, loss: 2.0619, grad_norm: 5.6627 2020-07-27 23:32:37,038 - mmaction - INFO - Epoch [34][780/3757] lr: 1.000e-02, eta: 5 days, 16:48:52, time: 2.075, data_time: 0.011, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7578, loss_cls: 2.0580, loss: 2.0580, grad_norm: 5.7645 2020-07-27 23:33:17,147 - mmaction - INFO - Epoch [34][800/3757] lr: 1.000e-02, eta: 5 days, 16:48:14, time: 2.009, data_time: 0.009, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7766, loss_cls: 1.9253, loss: 1.9253, grad_norm: 5.4798 2020-07-27 23:33:57,768 - mmaction - INFO - Epoch [34][820/3757] lr: 1.000e-02, eta: 5 days, 16:47:38, time: 2.033, data_time: 0.010, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7602, loss_cls: 2.0542, loss: 2.0542, grad_norm: 5.6497 2020-07-27 23:34:34,386 - mmaction - INFO - Epoch [34][840/3757] lr: 1.000e-02, eta: 5 days, 16:46:53, time: 1.823, data_time: 0.009, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7602, loss_cls: 2.0241, loss: 2.0241, grad_norm: 5.8035 2020-07-27 23:35:11,581 - mmaction - INFO - Epoch [34][860/3757] lr: 1.000e-02, eta: 5 days, 16:46:10, time: 1.865, data_time: 0.011, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7734, loss_cls: 1.9958, loss: 1.9958, grad_norm: 5.6889 2020-07-27 23:35:48,345 - mmaction - INFO - Epoch [34][880/3757] lr: 1.000e-02, eta: 5 days, 16:45:26, time: 1.841, data_time: 0.023, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7719, loss_cls: 1.9657, loss: 1.9657, grad_norm: 5.7072 2020-07-27 23:36:27,929 - mmaction - INFO - Epoch [34][900/3757] lr: 1.000e-02, eta: 5 days, 16:44:47, time: 1.979, data_time: 0.009, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7828, loss_cls: 1.9426, loss: 1.9426, grad_norm: 5.5747 2020-07-27 23:37:07,570 - mmaction - INFO - Epoch [34][920/3757] lr: 1.000e-02, eta: 5 days, 16:44:08, time: 1.982, data_time: 0.007, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7641, loss_cls: 2.0768, loss: 2.0768, grad_norm: 5.7072 2020-07-27 23:37:43,375 - mmaction - INFO - Epoch [34][940/3757] lr: 1.000e-02, eta: 5 days, 16:43:22, time: 1.785, data_time: 0.032, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7875, loss_cls: 1.9100, loss: 1.9100, grad_norm: 5.5556 2020-07-27 23:38:23,755 - mmaction - INFO - Epoch [34][960/3757] lr: 1.000e-02, eta: 5 days, 16:42:45, time: 2.025, data_time: 0.605, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7727, loss_cls: 1.9570, loss: 1.9570, grad_norm: 5.6311 2020-07-27 23:39:00,216 - mmaction - INFO - Epoch [34][980/3757] lr: 1.000e-02, eta: 5 days, 16:42:00, time: 1.817, data_time: 0.145, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7438, loss_cls: 2.0765, loss: 2.0765, grad_norm: 5.8048 2020-07-27 23:39:40,252 - mmaction - INFO - Epoch [34][1000/3757] lr: 1.000e-02, eta: 5 days, 16:41:23, time: 2.008, data_time: 0.014, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7570, loss_cls: 2.0234, loss: 2.0234, grad_norm: 5.6932 2020-07-27 23:40:17,992 - mmaction - INFO - Epoch [34][1020/3757] lr: 1.000e-02, eta: 5 days, 16:40:40, time: 1.883, data_time: 0.047, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7781, loss_cls: 1.9469, loss: 1.9469, grad_norm: 5.6543 2020-07-27 23:41:01,092 - mmaction - INFO - Epoch [34][1040/3757] lr: 1.000e-02, eta: 5 days, 16:40:09, time: 2.156, data_time: 0.010, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7930, loss_cls: 1.9147, loss: 1.9147, grad_norm: 5.6546 2020-07-27 23:41:34,982 - mmaction - INFO - Epoch [34][1060/3757] lr: 1.000e-02, eta: 5 days, 16:39:19, time: 1.698, data_time: 0.009, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7727, loss_cls: 1.9361, loss: 1.9361, grad_norm: 5.6519 2020-07-27 23:42:18,654 - mmaction - INFO - Epoch [34][1080/3757] lr: 1.000e-02, eta: 5 days, 16:38:48, time: 2.174, data_time: 0.253, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7602, loss_cls: 2.0250, loss: 2.0250, grad_norm: 5.6830 2020-07-27 23:42:55,892 - mmaction - INFO - Epoch [34][1100/3757] lr: 1.000e-02, eta: 5 days, 16:38:05, time: 1.869, data_time: 0.247, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7680, loss_cls: 2.0098, loss: 2.0098, grad_norm: 5.6455 2020-07-27 23:43:35,913 - mmaction - INFO - Epoch [34][1120/3757] lr: 1.000e-02, eta: 5 days, 16:37:27, time: 2.002, data_time: 0.004, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7742, loss_cls: 1.9859, loss: 1.9859, grad_norm: 5.6332 2020-07-27 23:44:16,321 - mmaction - INFO - Epoch [34][1140/3757] lr: 1.000e-02, eta: 5 days, 16:36:50, time: 2.013, data_time: 0.009, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7594, loss_cls: 2.0542, loss: 2.0542, grad_norm: 5.6418 2020-07-27 23:44:56,488 - mmaction - INFO - Epoch [34][1160/3757] lr: 1.000e-02, eta: 5 days, 16:36:13, time: 2.014, data_time: 0.011, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7477, loss_cls: 2.0635, loss: 2.0635, grad_norm: 5.5771 2020-07-27 23:45:32,790 - mmaction - INFO - Epoch [34][1180/3757] lr: 1.000e-02, eta: 5 days, 16:35:28, time: 1.813, data_time: 0.009, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7477, loss_cls: 2.1089, loss: 2.1089, grad_norm: 5.4960 2020-07-27 23:46:12,572 - mmaction - INFO - Epoch [34][1200/3757] lr: 1.000e-02, eta: 5 days, 16:34:50, time: 1.993, data_time: 0.057, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7789, loss_cls: 1.9486, loss: 1.9486, grad_norm: 5.6401 2020-07-27 23:46:50,914 - mmaction - INFO - Epoch [34][1220/3757] lr: 1.000e-02, eta: 5 days, 16:34:09, time: 1.918, data_time: 0.025, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7516, loss_cls: 2.1148, loss: 2.1148, grad_norm: 5.7346 2020-07-27 23:47:29,880 - mmaction - INFO - Epoch [34][1240/3757] lr: 1.000e-02, eta: 5 days, 16:33:29, time: 1.948, data_time: 0.025, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7523, loss_cls: 2.0814, loss: 2.0814, grad_norm: 5.7135 2020-07-27 23:48:08,641 - mmaction - INFO - Epoch [34][1260/3757] lr: 1.000e-02, eta: 5 days, 16:32:49, time: 1.937, data_time: 0.008, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7859, loss_cls: 1.9765, loss: 1.9765, grad_norm: 5.4896 2020-07-27 23:48:48,984 - mmaction - INFO - Epoch [34][1280/3757] lr: 1.000e-02, eta: 5 days, 16:32:11, time: 2.010, data_time: 0.009, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7508, loss_cls: 2.0971, loss: 2.0971, grad_norm: 5.7142 2020-07-27 23:49:27,256 - mmaction - INFO - Epoch [34][1300/3757] lr: 1.000e-02, eta: 5 days, 16:31:30, time: 1.921, data_time: 0.012, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7609, loss_cls: 2.0302, loss: 2.0302, grad_norm: 5.6901 2020-07-27 23:50:05,475 - mmaction - INFO - Epoch [34][1320/3757] lr: 1.000e-02, eta: 5 days, 16:30:49, time: 1.911, data_time: 0.021, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7523, loss_cls: 2.1056, loss: 2.1056, grad_norm: 5.7999 2020-07-27 23:50:50,037 - mmaction - INFO - Epoch [34][1340/3757] lr: 1.000e-02, eta: 5 days, 16:30:20, time: 2.227, data_time: 0.234, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7539, loss_cls: 2.0346, loss: 2.0346, grad_norm: 5.6039 2020-07-27 23:51:27,325 - mmaction - INFO - Epoch [34][1360/3757] lr: 1.000e-02, eta: 5 days, 16:29:37, time: 1.866, data_time: 0.007, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7750, loss_cls: 1.9787, loss: 1.9787, grad_norm: 5.6169 2020-07-27 23:52:07,839 - mmaction - INFO - Epoch [34][1380/3757] lr: 1.000e-02, eta: 5 days, 16:29:00, time: 2.017, data_time: 0.008, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7578, loss_cls: 2.0884, loss: 2.0884, grad_norm: 5.8286 2020-07-27 23:52:45,655 - mmaction - INFO - Epoch [34][1400/3757] lr: 1.000e-02, eta: 5 days, 16:28:18, time: 1.900, data_time: 0.019, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7891, loss_cls: 1.9544, loss: 1.9544, grad_norm: 5.5698 2020-07-27 23:53:24,965 - mmaction - INFO - Epoch [34][1420/3757] lr: 1.000e-02, eta: 5 days, 16:27:39, time: 1.959, data_time: 0.007, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7617, loss_cls: 2.0566, loss: 2.0566, grad_norm: 5.7454 2020-07-27 23:54:04,760 - mmaction - INFO - Epoch [34][1440/3757] lr: 1.000e-02, eta: 5 days, 16:27:01, time: 1.996, data_time: 0.009, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7555, loss_cls: 2.0902, loss: 2.0902, grad_norm: 5.7849 2020-07-27 23:54:41,210 - mmaction - INFO - Epoch [34][1460/3757] lr: 1.000e-02, eta: 5 days, 16:26:16, time: 1.823, data_time: 0.003, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7711, loss_cls: 1.9985, loss: 1.9985, grad_norm: 5.6277 2020-07-27 23:55:22,185 - mmaction - INFO - Epoch [34][1480/3757] lr: 1.000e-02, eta: 5 days, 16:25:40, time: 2.043, data_time: 0.091, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7648, loss_cls: 2.0224, loss: 2.0224, grad_norm: 5.5799 2020-07-27 23:55:59,110 - mmaction - INFO - Epoch [34][1500/3757] lr: 1.000e-02, eta: 5 days, 16:24:56, time: 1.850, data_time: 0.015, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7672, loss_cls: 2.0138, loss: 2.0138, grad_norm: 5.6515 2020-07-27 23:56:38,899 - mmaction - INFO - Epoch [34][1520/3757] lr: 1.000e-02, eta: 5 days, 16:24:18, time: 1.991, data_time: 0.014, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7508, loss_cls: 2.0732, loss: 2.0732, grad_norm: 5.6805 2020-07-27 23:57:15,723 - mmaction - INFO - Epoch [34][1540/3757] lr: 1.000e-02, eta: 5 days, 16:23:34, time: 1.840, data_time: 0.018, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7586, loss_cls: 1.9897, loss: 1.9897, grad_norm: 5.7772 2020-07-27 23:57:54,912 - mmaction - INFO - Epoch [34][1560/3757] lr: 1.000e-02, eta: 5 days, 16:22:54, time: 1.950, data_time: 0.029, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7859, loss_cls: 1.8780, loss: 1.8780, grad_norm: 5.5820 2020-07-27 23:58:34,401 - mmaction - INFO - Epoch [34][1580/3757] lr: 1.000e-02, eta: 5 days, 16:22:16, time: 1.984, data_time: 0.029, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7438, loss_cls: 2.1150, loss: 2.1150, grad_norm: 5.9449 2020-07-27 23:59:15,131 - mmaction - INFO - Epoch [34][1600/3757] lr: 1.000e-02, eta: 5 days, 16:21:39, time: 2.029, data_time: 0.009, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7516, loss_cls: 2.0414, loss: 2.0414, grad_norm: 5.6347 2020-07-27 23:59:55,460 - mmaction - INFO - Epoch [34][1620/3757] lr: 1.000e-02, eta: 5 days, 16:21:03, time: 2.024, data_time: 0.040, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7594, loss_cls: 2.0467, loss: 2.0467, grad_norm: 5.6467 2020-07-28 00:00:36,151 - mmaction - INFO - Epoch [34][1640/3757] lr: 1.000e-02, eta: 5 days, 16:20:25, time: 2.016, data_time: 0.034, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7477, loss_cls: 2.0822, loss: 2.0822, grad_norm: 5.6631 2020-07-28 00:01:13,063 - mmaction - INFO - Epoch [34][1660/3757] lr: 1.000e-02, eta: 5 days, 16:19:42, time: 1.861, data_time: 0.036, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7609, loss_cls: 2.0462, loss: 2.0462, grad_norm: 5.6028 2020-07-28 00:01:54,753 - mmaction - INFO - Epoch [34][1680/3757] lr: 1.000e-02, eta: 5 days, 16:19:08, time: 2.087, data_time: 0.036, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7555, loss_cls: 2.0572, loss: 2.0572, grad_norm: 5.6087 2020-07-28 00:02:32,633 - mmaction - INFO - Epoch [34][1700/3757] lr: 1.000e-02, eta: 5 days, 16:18:26, time: 1.893, data_time: 0.062, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7633, loss_cls: 2.0479, loss: 2.0479, grad_norm: 5.7775 2020-07-28 00:03:12,408 - mmaction - INFO - Epoch [34][1720/3757] lr: 1.000e-02, eta: 5 days, 16:17:47, time: 1.985, data_time: 0.021, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7602, loss_cls: 2.0805, loss: 2.0805, grad_norm: 5.5964 2020-07-28 00:03:47,298 - mmaction - INFO - Epoch [34][1740/3757] lr: 1.000e-02, eta: 5 days, 16:17:00, time: 1.750, data_time: 0.010, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7516, loss_cls: 2.1108, loss: 2.1108, grad_norm: 5.7394 2020-07-28 00:04:30,006 - mmaction - INFO - Epoch [34][1760/3757] lr: 1.000e-02, eta: 5 days, 16:16:27, time: 2.136, data_time: 0.008, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7680, loss_cls: 2.0545, loss: 2.0545, grad_norm: 5.4775 2020-07-28 00:05:06,263 - mmaction - INFO - Epoch [34][1780/3757] lr: 1.000e-02, eta: 5 days, 16:15:42, time: 1.813, data_time: 0.003, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7633, loss_cls: 2.0243, loss: 2.0243, grad_norm: 5.4526 2020-07-28 00:05:45,907 - mmaction - INFO - Epoch [34][1800/3757] lr: 1.000e-02, eta: 5 days, 16:15:04, time: 1.981, data_time: 0.403, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7578, loss_cls: 2.0343, loss: 2.0343, grad_norm: 5.6084 2020-07-28 00:06:26,227 - mmaction - INFO - Epoch [34][1820/3757] lr: 1.000e-02, eta: 5 days, 16:14:26, time: 2.010, data_time: 0.017, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7844, loss_cls: 1.9909, loss: 1.9909, grad_norm: 5.6716 2020-07-28 00:07:04,197 - mmaction - INFO - Epoch [34][1840/3757] lr: 1.000e-02, eta: 5 days, 16:13:44, time: 1.899, data_time: 0.042, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7617, loss_cls: 2.0186, loss: 2.0186, grad_norm: 5.6769 2020-07-28 00:07:41,719 - mmaction - INFO - Epoch [34][1860/3757] lr: 1.000e-02, eta: 5 days, 16:13:02, time: 1.876, data_time: 0.014, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7680, loss_cls: 2.0514, loss: 2.0514, grad_norm: 5.7031 2020-07-28 00:08:22,687 - mmaction - INFO - Epoch [34][1880/3757] lr: 1.000e-02, eta: 5 days, 16:12:26, time: 2.053, data_time: 0.034, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7570, loss_cls: 2.0968, loss: 2.0968, grad_norm: 5.6868 2020-07-28 00:09:02,542 - mmaction - INFO - Epoch [34][1900/3757] lr: 1.000e-02, eta: 5 days, 16:11:48, time: 1.996, data_time: 0.010, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7562, loss_cls: 1.9981, loss: 1.9981, grad_norm: 5.7460 2020-07-28 00:09:43,388 - mmaction - INFO - Epoch [34][1920/3757] lr: 1.000e-02, eta: 5 days, 16:11:12, time: 2.040, data_time: 0.003, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7719, loss_cls: 2.0095, loss: 2.0095, grad_norm: 5.7945 2020-07-28 00:10:23,635 - mmaction - INFO - Epoch [34][1940/3757] lr: 1.000e-02, eta: 5 days, 16:10:34, time: 2.006, data_time: 0.008, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7438, loss_cls: 2.1075, loss: 2.1075, grad_norm: 5.8112 2020-07-28 00:10:57,908 - mmaction - INFO - Epoch [34][1960/3757] lr: 1.000e-02, eta: 5 days, 16:09:46, time: 1.721, data_time: 0.015, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7617, loss_cls: 2.0542, loss: 2.0542, grad_norm: 5.6545 2020-07-28 00:11:36,739 - mmaction - INFO - Epoch [34][1980/3757] lr: 1.000e-02, eta: 5 days, 16:09:05, time: 1.939, data_time: 0.009, memory: 5170, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.1854, loss: 2.1854, grad_norm: 5.8559 2020-07-28 00:12:18,553 - mmaction - INFO - Epoch [34][2000/3757] lr: 1.000e-02, eta: 5 days, 16:08:31, time: 2.091, data_time: 0.121, memory: 5170, top1_acc: 0.4852, top5_acc: 0.7586, loss_cls: 2.0607, loss: 2.0607, grad_norm: 5.7821 2020-07-28 00:12:55,991 - mmaction - INFO - Epoch [34][2020/3757] lr: 1.000e-02, eta: 5 days, 16:07:48, time: 1.870, data_time: 0.060, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7609, loss_cls: 2.0415, loss: 2.0415, grad_norm: 5.6135 2020-07-28 00:13:33,122 - mmaction - INFO - Epoch [34][2040/3757] lr: 1.000e-02, eta: 5 days, 16:07:05, time: 1.855, data_time: 0.330, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7477, loss_cls: 2.0689, loss: 2.0689, grad_norm: 5.6329 2020-07-28 00:14:14,882 - mmaction - INFO - Epoch [34][2060/3757] lr: 1.000e-02, eta: 5 days, 16:06:31, time: 2.090, data_time: 0.013, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7609, loss_cls: 2.0642, loss: 2.0642, grad_norm: 5.7897 2020-07-28 00:14:50,079 - mmaction - INFO - Epoch [34][2080/3757] lr: 1.000e-02, eta: 5 days, 16:05:43, time: 1.762, data_time: 0.005, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7469, loss_cls: 2.1025, loss: 2.1025, grad_norm: 5.6182 2020-07-28 00:15:29,821 - mmaction - INFO - Epoch [34][2100/3757] lr: 1.000e-02, eta: 5 days, 16:05:05, time: 1.984, data_time: 0.009, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7766, loss_cls: 2.0367, loss: 2.0367, grad_norm: 5.6200 2020-07-28 00:16:11,394 - mmaction - INFO - Epoch [34][2120/3757] lr: 1.000e-02, eta: 5 days, 16:04:30, time: 2.082, data_time: 0.010, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7445, loss_cls: 2.0999, loss: 2.0999, grad_norm: 5.6292 2020-07-28 00:16:45,959 - mmaction - INFO - Epoch [34][2140/3757] lr: 1.000e-02, eta: 5 days, 16:03:42, time: 1.722, data_time: 0.103, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7617, loss_cls: 2.0427, loss: 2.0427, grad_norm: 5.6703 2020-07-28 00:17:28,633 - mmaction - INFO - Epoch [34][2160/3757] lr: 1.000e-02, eta: 5 days, 16:03:09, time: 2.138, data_time: 0.716, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7344, loss_cls: 2.1496, loss: 2.1496, grad_norm: 5.8003 2020-07-28 00:18:07,937 - mmaction - INFO - Epoch [34][2180/3757] lr: 1.000e-02, eta: 5 days, 16:02:30, time: 1.961, data_time: 0.342, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7516, loss_cls: 2.1039, loss: 2.1039, grad_norm: 5.8231 2020-07-28 00:18:44,233 - mmaction - INFO - Epoch [34][2200/3757] lr: 1.000e-02, eta: 5 days, 16:01:45, time: 1.815, data_time: 0.010, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7820, loss_cls: 1.9816, loss: 1.9816, grad_norm: 5.6656 2020-07-28 00:19:24,537 - mmaction - INFO - Epoch [34][2220/3757] lr: 1.000e-02, eta: 5 days, 16:01:08, time: 2.011, data_time: 0.014, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7734, loss_cls: 2.0150, loss: 2.0150, grad_norm: 5.6996 2020-07-28 00:20:05,800 - mmaction - INFO - Epoch [34][2240/3757] lr: 1.000e-02, eta: 5 days, 16:00:33, time: 2.072, data_time: 0.013, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7633, loss_cls: 2.1076, loss: 2.1076, grad_norm: 6.0169 2020-07-28 00:20:45,627 - mmaction - INFO - Epoch [34][2260/3757] lr: 1.000e-02, eta: 5 days, 15:59:54, time: 1.988, data_time: 0.007, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7438, loss_cls: 2.1056, loss: 2.1056, grad_norm: 5.6141 2020-07-28 00:21:24,836 - mmaction - INFO - Epoch [34][2280/3757] lr: 1.000e-02, eta: 5 days, 15:59:15, time: 1.958, data_time: 0.011, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7555, loss_cls: 2.0326, loss: 2.0326, grad_norm: 5.5385 2020-07-28 00:22:04,468 - mmaction - INFO - Epoch [34][2300/3757] lr: 1.000e-02, eta: 5 days, 15:58:37, time: 1.989, data_time: 0.010, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7383, loss_cls: 2.1209, loss: 2.1209, grad_norm: 5.6872 2020-07-28 00:22:41,453 - mmaction - INFO - Epoch [34][2320/3757] lr: 1.000e-02, eta: 5 days, 15:57:53, time: 1.847, data_time: 0.008, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7758, loss_cls: 1.9590, loss: 1.9590, grad_norm: 5.6219 2020-07-28 00:23:18,505 - mmaction - INFO - Epoch [34][2340/3757] lr: 1.000e-02, eta: 5 days, 15:57:09, time: 1.845, data_time: 0.010, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7680, loss_cls: 2.0030, loss: 2.0030, grad_norm: 5.6946 2020-07-28 00:23:58,749 - mmaction - INFO - Epoch [34][2360/3757] lr: 1.000e-02, eta: 5 days, 15:56:32, time: 2.020, data_time: 0.625, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7422, loss_cls: 2.1347, loss: 2.1347, grad_norm: 5.9133 2020-07-28 00:24:36,063 - mmaction - INFO - Epoch [34][2380/3757] lr: 1.000e-02, eta: 5 days, 15:55:49, time: 1.862, data_time: 0.265, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7562, loss_cls: 2.0547, loss: 2.0547, grad_norm: 5.6816 2020-07-28 00:25:13,820 - mmaction - INFO - Epoch [34][2400/3757] lr: 1.000e-02, eta: 5 days, 15:55:07, time: 1.892, data_time: 0.017, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7609, loss_cls: 2.0666, loss: 2.0666, grad_norm: 5.4943 2020-07-28 00:25:51,453 - mmaction - INFO - Epoch [34][2420/3757] lr: 1.000e-02, eta: 5 days, 15:54:24, time: 1.881, data_time: 0.133, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7539, loss_cls: 2.0807, loss: 2.0807, grad_norm: 5.6811 2020-07-28 00:26:31,732 - mmaction - INFO - Epoch [34][2440/3757] lr: 1.000e-02, eta: 5 days, 15:53:47, time: 2.010, data_time: 0.580, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7641, loss_cls: 2.0240, loss: 2.0240, grad_norm: 5.6385 2020-07-28 00:27:08,040 - mmaction - INFO - Epoch [34][2460/3757] lr: 1.000e-02, eta: 5 days, 15:53:02, time: 1.821, data_time: 0.546, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7664, loss_cls: 2.0591, loss: 2.0591, grad_norm: 5.5056 2020-07-28 00:27:48,205 - mmaction - INFO - Epoch [34][2480/3757] lr: 1.000e-02, eta: 5 days, 15:52:24, time: 1.999, data_time: 0.007, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7641, loss_cls: 2.0297, loss: 2.0297, grad_norm: 5.4286 2020-07-28 00:28:27,404 - mmaction - INFO - Epoch [34][2500/3757] lr: 1.000e-02, eta: 5 days, 15:51:45, time: 1.964, data_time: 0.577, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7625, loss_cls: 2.0503, loss: 2.0503, grad_norm: 5.6698 2020-07-28 00:29:07,158 - mmaction - INFO - Epoch [34][2520/3757] lr: 1.000e-02, eta: 5 days, 15:51:07, time: 1.989, data_time: 0.452, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7625, loss_cls: 2.0370, loss: 2.0370, grad_norm: 5.5778 2020-07-28 00:29:45,977 - mmaction - INFO - Epoch [34][2540/3757] lr: 1.000e-02, eta: 5 days, 15:50:27, time: 1.943, data_time: 0.295, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7562, loss_cls: 2.0522, loss: 2.0522, grad_norm: 5.7175 2020-07-28 00:30:22,554 - mmaction - INFO - Epoch [34][2560/3757] lr: 1.000e-02, eta: 5 days, 15:49:42, time: 1.825, data_time: 0.515, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7555, loss_cls: 2.0628, loss: 2.0628, grad_norm: 5.7031 2020-07-28 00:31:02,097 - mmaction - INFO - Epoch [34][2580/3757] lr: 1.000e-02, eta: 5 days, 15:49:04, time: 1.981, data_time: 0.523, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7648, loss_cls: 2.0511, loss: 2.0511, grad_norm: 5.5754 2020-07-28 00:31:39,285 - mmaction - INFO - Epoch [34][2600/3757] lr: 1.000e-02, eta: 5 days, 15:48:21, time: 1.860, data_time: 0.005, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7500, loss_cls: 2.0561, loss: 2.0561, grad_norm: 5.6036 2020-07-28 00:32:21,756 - mmaction - INFO - Epoch [34][2620/3757] lr: 1.000e-02, eta: 5 days, 15:47:47, time: 2.117, data_time: 0.009, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7430, loss_cls: 2.0912, loss: 2.0912, grad_norm: 5.4650 2020-07-28 00:32:56,748 - mmaction - INFO - Epoch [34][2640/3757] lr: 1.000e-02, eta: 5 days, 15:47:00, time: 1.749, data_time: 0.011, memory: 5170, top1_acc: 0.5500, top5_acc: 0.7789, loss_cls: 2.0031, loss: 2.0031, grad_norm: 5.5547 2020-07-28 00:33:38,224 - mmaction - INFO - Epoch [34][2660/3757] lr: 1.000e-02, eta: 5 days, 15:46:25, time: 2.080, data_time: 0.158, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7633, loss_cls: 2.0038, loss: 2.0038, grad_norm: 5.6911 2020-07-28 00:34:18,364 - mmaction - INFO - Epoch [34][2680/3757] lr: 1.000e-02, eta: 5 days, 15:45:47, time: 2.001, data_time: 0.020, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7586, loss_cls: 2.1086, loss: 2.1086, grad_norm: 5.7727 2020-07-28 00:34:54,725 - mmaction - INFO - Epoch [34][2700/3757] lr: 1.000e-02, eta: 5 days, 15:45:03, time: 1.825, data_time: 0.086, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7398, loss_cls: 2.1227, loss: 2.1227, grad_norm: 5.5886 2020-07-28 00:35:34,420 - mmaction - INFO - Epoch [34][2720/3757] lr: 1.000e-02, eta: 5 days, 15:44:24, time: 1.981, data_time: 0.031, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7594, loss_cls: 2.0933, loss: 2.0933, grad_norm: 5.6604 2020-07-28 00:36:14,408 - mmaction - INFO - Epoch [34][2740/3757] lr: 1.000e-02, eta: 5 days, 15:43:47, time: 2.003, data_time: 0.012, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7758, loss_cls: 1.9620, loss: 1.9620, grad_norm: 5.6412 2020-07-28 00:36:53,994 - mmaction - INFO - Epoch [34][2760/3757] lr: 1.000e-02, eta: 5 days, 15:43:08, time: 1.973, data_time: 0.008, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7484, loss_cls: 2.1341, loss: 2.1341, grad_norm: 5.7749 2020-07-28 00:37:33,109 - mmaction - INFO - Epoch [34][2780/3757] lr: 1.000e-02, eta: 5 days, 15:42:28, time: 1.963, data_time: 0.010, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7562, loss_cls: 2.0400, loss: 2.0400, grad_norm: 5.6458 2020-07-28 00:38:12,564 - mmaction - INFO - Epoch [34][2800/3757] lr: 1.000e-02, eta: 5 days, 15:41:49, time: 1.965, data_time: 0.007, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7453, loss_cls: 2.1317, loss: 2.1317, grad_norm: 5.7847 2020-07-28 00:38:52,374 - mmaction - INFO - Epoch [34][2820/3757] lr: 1.000e-02, eta: 5 days, 15:41:11, time: 1.995, data_time: 0.011, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7633, loss_cls: 2.0843, loss: 2.0843, grad_norm: 5.7681 2020-07-28 00:39:31,452 - mmaction - INFO - Epoch [34][2840/3757] lr: 1.000e-02, eta: 5 days, 15:40:32, time: 1.957, data_time: 0.276, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7523, loss_cls: 2.1225, loss: 2.1225, grad_norm: 5.7032 2020-07-28 00:40:08,860 - mmaction - INFO - Epoch [34][2860/3757] lr: 1.000e-02, eta: 5 days, 15:39:49, time: 1.869, data_time: 0.306, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7500, loss_cls: 2.0773, loss: 2.0773, grad_norm: 5.6165 2020-07-28 00:40:48,806 - mmaction - INFO - Epoch [34][2880/3757] lr: 1.000e-02, eta: 5 days, 15:39:11, time: 1.996, data_time: 0.146, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7664, loss_cls: 2.0141, loss: 2.0141, grad_norm: 5.5051 2020-07-28 00:41:26,733 - mmaction - INFO - Epoch [34][2900/3757] lr: 1.000e-02, eta: 5 days, 15:38:29, time: 1.896, data_time: 0.794, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7469, loss_cls: 2.1261, loss: 2.1261, grad_norm: 5.6288 2020-07-28 00:42:07,243 - mmaction - INFO - Epoch [34][2920/3757] lr: 1.000e-02, eta: 5 days, 15:37:52, time: 2.025, data_time: 1.443, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7602, loss_cls: 2.0451, loss: 2.0451, grad_norm: 5.7298 2020-07-28 00:42:44,474 - mmaction - INFO - Epoch [34][2940/3757] lr: 1.000e-02, eta: 5 days, 15:37:09, time: 1.861, data_time: 1.106, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7523, loss_cls: 2.0733, loss: 2.0733, grad_norm: 5.7221 2020-07-28 00:43:22,046 - mmaction - INFO - Epoch [34][2960/3757] lr: 1.000e-02, eta: 5 days, 15:36:26, time: 1.874, data_time: 1.087, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7523, loss_cls: 2.0556, loss: 2.0556, grad_norm: 5.6089 2020-07-28 00:43:59,569 - mmaction - INFO - Epoch [34][2980/3757] lr: 1.000e-02, eta: 5 days, 15:35:44, time: 1.883, data_time: 1.211, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7633, loss_cls: 1.9731, loss: 1.9731, grad_norm: 5.7071 2020-07-28 00:44:41,709 - mmaction - INFO - Epoch [34][3000/3757] lr: 1.000e-02, eta: 5 days, 15:35:10, time: 2.101, data_time: 0.734, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7555, loss_cls: 2.1117, loss: 2.1117, grad_norm: 5.8798 2020-07-28 00:45:18,308 - mmaction - INFO - Epoch [34][3020/3757] lr: 1.000e-02, eta: 5 days, 15:34:26, time: 1.831, data_time: 0.020, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7758, loss_cls: 2.0018, loss: 2.0018, grad_norm: 5.5771 2020-07-28 00:45:56,577 - mmaction - INFO - Epoch [34][3040/3757] lr: 1.000e-02, eta: 5 days, 15:33:45, time: 1.919, data_time: 0.012, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7422, loss_cls: 2.1175, loss: 2.1175, grad_norm: 5.6447 2020-07-28 00:46:37,172 - mmaction - INFO - Epoch [34][3060/3757] lr: 1.000e-02, eta: 5 days, 15:33:08, time: 2.027, data_time: 0.009, memory: 5170, top1_acc: 0.4906, top5_acc: 0.7375, loss_cls: 2.1181, loss: 2.1181, grad_norm: 5.7057 2020-07-28 00:47:14,468 - mmaction - INFO - Epoch [34][3080/3757] lr: 1.000e-02, eta: 5 days, 15:32:25, time: 1.867, data_time: 0.008, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7609, loss_cls: 2.0786, loss: 2.0786, grad_norm: 5.5764 2020-07-28 00:47:53,219 - mmaction - INFO - Epoch [34][3100/3757] lr: 1.000e-02, eta: 5 days, 15:31:45, time: 1.932, data_time: 0.009, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7500, loss_cls: 2.1465, loss: 2.1465, grad_norm: 5.6803 2020-07-28 00:48:32,084 - mmaction - INFO - Epoch [34][3120/3757] lr: 1.000e-02, eta: 5 days, 15:31:05, time: 1.947, data_time: 0.009, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7453, loss_cls: 2.0905, loss: 2.0905, grad_norm: 5.6495 2020-07-28 00:49:09,509 - mmaction - INFO - Epoch [34][3140/3757] lr: 1.000e-02, eta: 5 days, 15:30:22, time: 1.869, data_time: 0.009, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7711, loss_cls: 2.0623, loss: 2.0623, grad_norm: 5.7245 2020-07-28 00:49:50,989 - mmaction - INFO - Epoch [34][3160/3757] lr: 1.000e-02, eta: 5 days, 15:29:47, time: 2.075, data_time: 0.007, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 2.0273, loss: 2.0273, grad_norm: 5.5774 2020-07-28 00:50:28,589 - mmaction - INFO - Epoch [34][3180/3757] lr: 1.000e-02, eta: 5 days, 15:29:05, time: 1.882, data_time: 0.010, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7453, loss_cls: 2.0940, loss: 2.0940, grad_norm: 5.7345 2020-07-28 00:51:08,348 - mmaction - INFO - Epoch [34][3200/3757] lr: 1.000e-02, eta: 5 days, 15:28:27, time: 1.989, data_time: 0.004, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7500, loss_cls: 2.0633, loss: 2.0633, grad_norm: 5.5853 2020-07-28 00:51:45,520 - mmaction - INFO - Epoch [34][3220/3757] lr: 1.000e-02, eta: 5 days, 15:27:43, time: 1.852, data_time: 0.008, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7516, loss_cls: 2.1181, loss: 2.1181, grad_norm: 5.7476 2020-07-28 00:52:27,126 - mmaction - INFO - Epoch [34][3240/3757] lr: 1.000e-02, eta: 5 days, 15:27:08, time: 2.085, data_time: 0.011, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7570, loss_cls: 2.0710, loss: 2.0710, grad_norm: 5.5788 2020-07-28 00:53:05,247 - mmaction - INFO - Epoch [34][3260/3757] lr: 1.000e-02, eta: 5 days, 15:26:27, time: 1.906, data_time: 0.010, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7562, loss_cls: 2.0253, loss: 2.0253, grad_norm: 5.5287 2020-07-28 00:53:46,166 - mmaction - INFO - Epoch [34][3280/3757] lr: 1.000e-02, eta: 5 days, 15:25:51, time: 2.045, data_time: 0.003, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7648, loss_cls: 2.1035, loss: 2.1035, grad_norm: 5.8389 2020-07-28 00:54:27,772 - mmaction - INFO - Epoch [34][3300/3757] lr: 1.000e-02, eta: 5 days, 15:25:16, time: 2.075, data_time: 0.010, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7695, loss_cls: 1.9732, loss: 1.9732, grad_norm: 5.6913 2020-07-28 00:55:03,069 - mmaction - INFO - Epoch [34][3320/3757] lr: 1.000e-02, eta: 5 days, 15:24:29, time: 1.769, data_time: 0.276, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7352, loss_cls: 2.1408, loss: 2.1408, grad_norm: 5.8144 2020-07-28 00:55:47,331 - mmaction - INFO - Epoch [34][3340/3757] lr: 1.000e-02, eta: 5 days, 15:24:00, time: 2.216, data_time: 0.005, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7500, loss_cls: 2.0867, loss: 2.0867, grad_norm: 5.6384 2020-07-28 00:56:25,785 - mmaction - INFO - Epoch [34][3360/3757] lr: 1.000e-02, eta: 5 days, 15:23:19, time: 1.922, data_time: 0.008, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7680, loss_cls: 1.9980, loss: 1.9980, grad_norm: 5.6193 2020-07-28 00:57:02,097 - mmaction - INFO - Epoch [34][3380/3757] lr: 1.000e-02, eta: 5 days, 15:22:34, time: 1.816, data_time: 0.226, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7695, loss_cls: 2.0626, loss: 2.0626, grad_norm: 5.7243 2020-07-28 00:57:39,663 - mmaction - INFO - Epoch [34][3400/3757] lr: 1.000e-02, eta: 5 days, 15:21:51, time: 1.873, data_time: 0.482, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7555, loss_cls: 2.0217, loss: 2.0217, grad_norm: 5.5442 2020-07-28 00:58:16,024 - mmaction - INFO - Epoch [34][3420/3757] lr: 1.000e-02, eta: 5 days, 15:21:07, time: 1.824, data_time: 0.023, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7656, loss_cls: 1.9968, loss: 1.9968, grad_norm: 5.4623 2020-07-28 00:58:55,981 - mmaction - INFO - Epoch [34][3440/3757] lr: 1.000e-02, eta: 5 days, 15:20:29, time: 1.995, data_time: 0.016, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7547, loss_cls: 2.0190, loss: 2.0190, grad_norm: 5.4947 2020-07-28 00:59:36,503 - mmaction - INFO - Epoch [34][3460/3757] lr: 1.000e-02, eta: 5 days, 15:19:52, time: 2.024, data_time: 0.011, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7859, loss_cls: 1.9296, loss: 1.9296, grad_norm: 5.5521 2020-07-28 01:00:15,400 - mmaction - INFO - Epoch [34][3480/3757] lr: 1.000e-02, eta: 5 days, 15:19:12, time: 1.933, data_time: 0.076, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7609, loss_cls: 2.0708, loss: 2.0708, grad_norm: 5.6189 2020-07-28 01:00:52,993 - mmaction - INFO - Epoch [34][3500/3757] lr: 1.000e-02, eta: 5 days, 15:18:30, time: 1.898, data_time: 0.171, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7453, loss_cls: 2.0826, loss: 2.0826, grad_norm: 5.7779 2020-07-28 01:01:32,410 - mmaction - INFO - Epoch [34][3520/3757] lr: 1.000e-02, eta: 5 days, 15:17:51, time: 1.971, data_time: 0.043, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7469, loss_cls: 2.0880, loss: 2.0880, grad_norm: 5.7005 2020-07-28 01:02:12,786 - mmaction - INFO - Epoch [34][3540/3757] lr: 1.000e-02, eta: 5 days, 15:17:14, time: 2.019, data_time: 0.008, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7625, loss_cls: 2.0680, loss: 2.0680, grad_norm: 5.6417 2020-07-28 01:02:51,108 - mmaction - INFO - Epoch [34][3560/3757] lr: 1.000e-02, eta: 5 days, 15:16:33, time: 1.915, data_time: 0.005, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7688, loss_cls: 2.0045, loss: 2.0045, grad_norm: 5.4713 2020-07-28 01:03:30,979 - mmaction - INFO - Epoch [34][3580/3757] lr: 1.000e-02, eta: 5 days, 15:15:55, time: 1.991, data_time: 0.009, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7258, loss_cls: 2.1883, loss: 2.1883, grad_norm: 5.8360 2020-07-28 01:04:11,188 - mmaction - INFO - Epoch [34][3600/3757] lr: 1.000e-02, eta: 5 days, 15:15:17, time: 2.013, data_time: 0.010, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7602, loss_cls: 2.0337, loss: 2.0337, grad_norm: 5.6014 2020-07-28 01:04:48,820 - mmaction - INFO - Epoch [34][3620/3757] lr: 1.000e-02, eta: 5 days, 15:14:35, time: 1.882, data_time: 0.003, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7531, loss_cls: 2.0926, loss: 2.0926, grad_norm: 5.9197 2020-07-28 01:05:28,531 - mmaction - INFO - Epoch [34][3640/3757] lr: 1.000e-02, eta: 5 days, 15:13:56, time: 1.978, data_time: 0.009, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7602, loss_cls: 2.0760, loss: 2.0760, grad_norm: 5.5528 2020-07-28 01:06:06,976 - mmaction - INFO - Epoch [34][3660/3757] lr: 1.000e-02, eta: 5 days, 15:13:16, time: 1.928, data_time: 0.012, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7703, loss_cls: 2.0185, loss: 2.0185, grad_norm: 5.3648 2020-07-28 01:06:46,777 - mmaction - INFO - Epoch [34][3680/3757] lr: 1.000e-02, eta: 5 days, 15:12:37, time: 1.984, data_time: 0.443, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7594, loss_cls: 2.0431, loss: 2.0431, grad_norm: 5.5156 2020-07-28 01:07:23,002 - mmaction - INFO - Epoch [34][3700/3757] lr: 1.000e-02, eta: 5 days, 15:11:52, time: 1.818, data_time: 0.032, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7609, loss_cls: 2.0571, loss: 2.0571, grad_norm: 5.6387 2020-07-28 01:08:03,833 - mmaction - INFO - Epoch [34][3720/3757] lr: 1.000e-02, eta: 5 days, 15:11:16, time: 2.035, data_time: 0.355, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 2.0124, loss: 2.0124, grad_norm: 5.4497 2020-07-28 01:08:43,519 - mmaction - INFO - Epoch [34][3740/3757] lr: 1.000e-02, eta: 5 days, 15:10:38, time: 1.991, data_time: 0.238, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7484, loss_cls: 2.1320, loss: 2.1320, grad_norm: 5.6901 2020-07-28 01:09:07,507 - mmaction - INFO - Saving checkpoint at 34 epochs 2020-07-28 01:10:04,366 - mmaction - INFO - Epoch [35][20/3757] lr: 1.000e-02, eta: 5 days, 15:08:52, time: 2.777, data_time: 2.153, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7664, loss_cls: 2.0895, loss: 2.0895, grad_norm: 5.6178 2020-07-28 01:10:44,091 - mmaction - INFO - Epoch [35][40/3757] lr: 1.000e-02, eta: 5 days, 15:08:14, time: 1.985, data_time: 1.105, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7633, loss_cls: 1.9766, loss: 1.9766, grad_norm: 5.5098 2020-07-28 01:11:22,803 - mmaction - INFO - Epoch [35][60/3757] lr: 1.000e-02, eta: 5 days, 15:07:34, time: 1.938, data_time: 0.576, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7789, loss_cls: 1.9360, loss: 1.9360, grad_norm: 5.5539 2020-07-28 01:11:59,119 - mmaction - INFO - Epoch [35][80/3757] lr: 1.000e-02, eta: 5 days, 15:06:49, time: 1.815, data_time: 0.347, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7844, loss_cls: 1.9311, loss: 1.9311, grad_norm: 5.5424 2020-07-28 01:12:38,525 - mmaction - INFO - Epoch [35][100/3757] lr: 1.000e-02, eta: 5 days, 15:06:10, time: 1.967, data_time: 0.009, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7656, loss_cls: 2.0249, loss: 2.0249, grad_norm: 5.6555 2020-07-28 01:13:19,131 - mmaction - INFO - Epoch [35][120/3757] lr: 1.000e-02, eta: 5 days, 15:05:33, time: 2.034, data_time: 0.066, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7672, loss_cls: 2.0665, loss: 2.0665, grad_norm: 5.7448 2020-07-28 01:13:57,034 - mmaction - INFO - Epoch [35][140/3757] lr: 1.000e-02, eta: 5 days, 15:04:51, time: 1.895, data_time: 0.007, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7531, loss_cls: 2.0601, loss: 2.0601, grad_norm: 5.8057 2020-07-28 01:14:38,475 - mmaction - INFO - Epoch [35][160/3757] lr: 1.000e-02, eta: 5 days, 15:04:16, time: 2.068, data_time: 0.003, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7523, loss_cls: 2.0622, loss: 2.0622, grad_norm: 5.7034 2020-07-28 01:15:21,724 - mmaction - INFO - Epoch [35][180/3757] lr: 1.000e-02, eta: 5 days, 15:03:45, time: 2.161, data_time: 0.007, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7617, loss_cls: 2.0166, loss: 2.0166, grad_norm: 5.5932 2020-07-28 01:15:56,090 - mmaction - INFO - Epoch [35][200/3757] lr: 1.000e-02, eta: 5 days, 15:02:56, time: 1.722, data_time: 0.010, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7688, loss_cls: 1.9758, loss: 1.9758, grad_norm: 5.4615 2020-07-28 01:16:37,453 - mmaction - INFO - Epoch [35][220/3757] lr: 1.000e-02, eta: 5 days, 15:02:21, time: 2.064, data_time: 0.010, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7859, loss_cls: 1.9416, loss: 1.9416, grad_norm: 5.6017 2020-07-28 01:17:16,004 - mmaction - INFO - Epoch [35][240/3757] lr: 1.000e-02, eta: 5 days, 15:01:40, time: 1.933, data_time: 0.009, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7539, loss_cls: 2.0332, loss: 2.0332, grad_norm: 5.4720 2020-07-28 01:17:50,631 - mmaction - INFO - Epoch [35][260/3757] lr: 1.000e-02, eta: 5 days, 15:00:52, time: 1.726, data_time: 0.102, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7641, loss_cls: 1.9778, loss: 1.9778, grad_norm: 5.6432 2020-07-28 01:18:33,187 - mmaction - INFO - Epoch [35][280/3757] lr: 1.000e-02, eta: 5 days, 15:00:19, time: 2.126, data_time: 0.116, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7617, loss_cls: 2.0001, loss: 2.0001, grad_norm: 5.5522 2020-07-28 01:19:11,594 - mmaction - INFO - Epoch [35][300/3757] lr: 1.000e-02, eta: 5 days, 14:59:38, time: 1.927, data_time: 0.209, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7648, loss_cls: 2.0625, loss: 2.0625, grad_norm: 5.7370 2020-07-28 01:19:50,049 - mmaction - INFO - Epoch [35][320/3757] lr: 1.000e-02, eta: 5 days, 14:58:58, time: 1.924, data_time: 0.186, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7617, loss_cls: 1.9971, loss: 1.9971, grad_norm: 5.5000 2020-07-28 01:20:25,699 - mmaction - INFO - Epoch [35][340/3757] lr: 1.000e-02, eta: 5 days, 14:58:11, time: 1.778, data_time: 0.469, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7758, loss_cls: 1.9538, loss: 1.9538, grad_norm: 5.6799 2020-07-28 01:21:06,650 - mmaction - INFO - Epoch [35][360/3757] lr: 1.000e-02, eta: 5 days, 14:57:36, time: 2.052, data_time: 0.036, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7781, loss_cls: 1.8927, loss: 1.8927, grad_norm: 5.6722 2020-07-28 01:21:45,995 - mmaction - INFO - Epoch [35][380/3757] lr: 1.000e-02, eta: 5 days, 14:56:57, time: 1.967, data_time: 0.006, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7547, loss_cls: 1.9739, loss: 1.9739, grad_norm: 5.5301 2020-07-28 01:22:25,395 - mmaction - INFO - Epoch [35][400/3757] lr: 1.000e-02, eta: 5 days, 14:56:18, time: 1.970, data_time: 0.003, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7602, loss_cls: 2.0658, loss: 2.0658, grad_norm: 5.7981 2020-07-28 01:23:03,906 - mmaction - INFO - Epoch [35][420/3757] lr: 1.000e-02, eta: 5 days, 14:55:37, time: 1.922, data_time: 0.009, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7578, loss_cls: 2.0428, loss: 2.0428, grad_norm: 5.6489 2020-07-28 01:23:41,884 - mmaction - INFO - Epoch [35][440/3757] lr: 1.000e-02, eta: 5 days, 14:54:55, time: 1.902, data_time: 0.008, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7656, loss_cls: 1.9934, loss: 1.9934, grad_norm: 5.4956 2020-07-28 01:24:24,567 - mmaction - INFO - Epoch [35][460/3757] lr: 1.000e-02, eta: 5 days, 14:54:23, time: 2.131, data_time: 0.007, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7562, loss_cls: 2.1036, loss: 2.1036, grad_norm: 5.5256 2020-07-28 01:25:01,193 - mmaction - INFO - Epoch [35][480/3757] lr: 1.000e-02, eta: 5 days, 14:53:38, time: 1.834, data_time: 0.005, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7578, loss_cls: 2.0912, loss: 2.0912, grad_norm: 5.5492 2020-07-28 01:25:42,447 - mmaction - INFO - Epoch [35][500/3757] lr: 1.000e-02, eta: 5 days, 14:53:03, time: 2.058, data_time: 0.008, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7789, loss_cls: 1.9697, loss: 1.9697, grad_norm: 5.6878 2020-07-28 01:26:21,109 - mmaction - INFO - Epoch [35][520/3757] lr: 1.000e-02, eta: 5 days, 14:52:23, time: 1.938, data_time: 0.009, memory: 5170, top1_acc: 0.5500, top5_acc: 0.7734, loss_cls: 1.9529, loss: 1.9529, grad_norm: 5.5928 2020-07-28 01:26:59,828 - mmaction - INFO - Epoch [35][540/3757] lr: 1.000e-02, eta: 5 days, 14:51:42, time: 1.930, data_time: 0.007, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7539, loss_cls: 2.0363, loss: 2.0363, grad_norm: 5.6468 2020-07-28 01:27:40,045 - mmaction - INFO - Epoch [35][560/3757] lr: 1.000e-02, eta: 5 days, 14:51:05, time: 2.014, data_time: 0.008, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7531, loss_cls: 2.0743, loss: 2.0743, grad_norm: 5.8294 2020-07-28 01:28:18,053 - mmaction - INFO - Epoch [35][580/3757] lr: 1.000e-02, eta: 5 days, 14:50:23, time: 1.900, data_time: 0.010, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7711, loss_cls: 2.0498, loss: 2.0498, grad_norm: 5.7674 2020-07-28 01:29:00,133 - mmaction - INFO - Epoch [35][600/3757] lr: 1.000e-02, eta: 5 days, 14:49:49, time: 2.100, data_time: 0.006, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7688, loss_cls: 1.9848, loss: 1.9848, grad_norm: 5.5748 2020-07-28 01:29:39,077 - mmaction - INFO - Epoch [35][620/3757] lr: 1.000e-02, eta: 5 days, 14:49:10, time: 1.951, data_time: 0.009, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7781, loss_cls: 1.9478, loss: 1.9478, grad_norm: 5.5828 2020-07-28 01:30:18,754 - mmaction - INFO - Epoch [35][640/3757] lr: 1.000e-02, eta: 5 days, 14:48:31, time: 1.983, data_time: 0.010, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7586, loss_cls: 2.0780, loss: 2.0780, grad_norm: 5.7262 2020-07-28 01:30:57,043 - mmaction - INFO - Epoch [35][660/3757] lr: 1.000e-02, eta: 5 days, 14:47:50, time: 1.915, data_time: 0.020, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7688, loss_cls: 2.0358, loss: 2.0358, grad_norm: 5.7659 2020-07-28 01:31:34,497 - mmaction - INFO - Epoch [35][680/3757] lr: 1.000e-02, eta: 5 days, 14:47:07, time: 1.874, data_time: 0.075, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7891, loss_cls: 1.9651, loss: 1.9651, grad_norm: 5.7310 2020-07-28 01:32:11,272 - mmaction - INFO - Epoch [35][700/3757] lr: 1.000e-02, eta: 5 days, 14:46:23, time: 1.834, data_time: 0.080, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7523, loss_cls: 2.0189, loss: 2.0189, grad_norm: 5.5999 2020-07-28 01:32:49,260 - mmaction - INFO - Epoch [35][720/3757] lr: 1.000e-02, eta: 5 days, 14:45:42, time: 1.904, data_time: 0.080, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7750, loss_cls: 1.9633, loss: 1.9633, grad_norm: 5.5638 2020-07-28 01:33:29,961 - mmaction - INFO - Epoch [35][740/3757] lr: 1.000e-02, eta: 5 days, 14:45:05, time: 2.033, data_time: 0.154, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7656, loss_cls: 2.0190, loss: 2.0190, grad_norm: 5.7280 2020-07-28 01:34:10,525 - mmaction - INFO - Epoch [35][760/3757] lr: 1.000e-02, eta: 5 days, 14:44:29, time: 2.031, data_time: 0.013, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7508, loss_cls: 2.1026, loss: 2.1026, grad_norm: 5.9365 2020-07-28 01:34:44,113 - mmaction - INFO - Epoch [35][780/3757] lr: 1.000e-02, eta: 5 days, 14:43:39, time: 1.680, data_time: 0.071, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7500, loss_cls: 2.0418, loss: 2.0418, grad_norm: 5.5714 2020-07-28 01:35:23,851 - mmaction - INFO - Epoch [35][800/3757] lr: 1.000e-02, eta: 5 days, 14:43:00, time: 1.983, data_time: 1.094, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7508, loss_cls: 2.1117, loss: 2.1117, grad_norm: 5.6493 2020-07-28 01:36:05,834 - mmaction - INFO - Epoch [35][820/3757] lr: 1.000e-02, eta: 5 days, 14:42:26, time: 2.101, data_time: 1.376, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7547, loss_cls: 1.9820, loss: 1.9820, grad_norm: 5.6005 2020-07-28 01:36:39,488 - mmaction - INFO - Epoch [35][840/3757] lr: 1.000e-02, eta: 5 days, 14:41:36, time: 1.683, data_time: 1.023, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7375, loss_cls: 2.1301, loss: 2.1301, grad_norm: 5.7520 2020-07-28 01:37:19,688 - mmaction - INFO - Epoch [35][860/3757] lr: 1.000e-02, eta: 5 days, 14:40:59, time: 2.004, data_time: 0.478, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7828, loss_cls: 1.9698, loss: 1.9698, grad_norm: 5.5382 2020-07-28 01:37:58,813 - mmaction - INFO - Epoch [35][880/3757] lr: 1.000e-02, eta: 5 days, 14:40:19, time: 1.963, data_time: 0.035, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7828, loss_cls: 2.0006, loss: 2.0006, grad_norm: 5.7020 2020-07-28 01:38:37,438 - mmaction - INFO - Epoch [35][900/3757] lr: 1.000e-02, eta: 5 days, 14:39:39, time: 1.924, data_time: 0.008, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7625, loss_cls: 1.9673, loss: 1.9673, grad_norm: 5.6615 2020-07-28 01:39:17,218 - mmaction - INFO - Epoch [35][920/3757] lr: 1.000e-02, eta: 5 days, 14:39:01, time: 1.996, data_time: 0.011, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7523, loss_cls: 2.0732, loss: 2.0732, grad_norm: 5.8333 2020-07-28 01:39:56,126 - mmaction - INFO - Epoch [35][940/3757] lr: 1.000e-02, eta: 5 days, 14:38:21, time: 1.939, data_time: 0.008, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7711, loss_cls: 2.0239, loss: 2.0239, grad_norm: 5.7040 2020-07-28 01:40:37,021 - mmaction - INFO - Epoch [35][960/3757] lr: 1.000e-02, eta: 5 days, 14:37:45, time: 2.052, data_time: 0.010, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7688, loss_cls: 1.9876, loss: 1.9876, grad_norm: 5.6044 2020-07-28 01:41:16,082 - mmaction - INFO - Epoch [35][980/3757] lr: 1.000e-02, eta: 5 days, 14:37:05, time: 1.945, data_time: 0.009, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7664, loss_cls: 1.9940, loss: 1.9940, grad_norm: 5.5008 2020-07-28 01:41:53,842 - mmaction - INFO - Epoch [35][1000/3757] lr: 1.000e-02, eta: 5 days, 14:36:23, time: 1.896, data_time: 0.242, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7719, loss_cls: 2.0334, loss: 2.0334, grad_norm: 5.7346 2020-07-28 01:42:33,324 - mmaction - INFO - Epoch [35][1020/3757] lr: 1.000e-02, eta: 5 days, 14:35:44, time: 1.973, data_time: 0.634, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7445, loss_cls: 2.0994, loss: 2.0994, grad_norm: 5.7413 2020-07-28 01:43:15,413 - mmaction - INFO - Epoch [35][1040/3757] lr: 1.000e-02, eta: 5 days, 14:35:11, time: 2.106, data_time: 1.342, memory: 5170, top1_acc: 0.5547, top5_acc: 0.7812, loss_cls: 1.9502, loss: 1.9502, grad_norm: 5.4958 2020-07-28 01:43:49,896 - mmaction - INFO - Epoch [35][1060/3757] lr: 1.000e-02, eta: 5 days, 14:34:22, time: 1.722, data_time: 1.121, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7812, loss_cls: 1.9797, loss: 1.9797, grad_norm: 5.5322 2020-07-28 01:44:24,446 - mmaction - INFO - Epoch [35][1080/3757] lr: 1.000e-02, eta: 5 days, 14:33:34, time: 1.722, data_time: 0.234, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7602, loss_cls: 2.0745, loss: 2.0745, grad_norm: 5.7419 2020-07-28 01:45:05,526 - mmaction - INFO - Epoch [35][1100/3757] lr: 1.000e-02, eta: 5 days, 14:32:58, time: 2.056, data_time: 0.288, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7680, loss_cls: 2.0114, loss: 2.0114, grad_norm: 5.8441 2020-07-28 01:45:42,314 - mmaction - INFO - Epoch [35][1120/3757] lr: 1.000e-02, eta: 5 days, 14:32:14, time: 1.840, data_time: 0.138, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7703, loss_cls: 2.0459, loss: 2.0459, grad_norm: 5.8348 2020-07-28 01:46:23,428 - mmaction - INFO - Epoch [35][1140/3757] lr: 1.000e-02, eta: 5 days, 14:31:38, time: 2.054, data_time: 0.040, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7719, loss_cls: 1.9590, loss: 1.9590, grad_norm: 5.6660 2020-07-28 01:46:59,580 - mmaction - INFO - Epoch [35][1160/3757] lr: 1.000e-02, eta: 5 days, 14:30:53, time: 1.812, data_time: 0.019, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7672, loss_cls: 2.0481, loss: 2.0481, grad_norm: 5.7203 2020-07-28 01:47:37,356 - mmaction - INFO - Epoch [35][1180/3757] lr: 1.000e-02, eta: 5 days, 14:30:11, time: 1.889, data_time: 0.480, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7516, loss_cls: 2.0982, loss: 2.0982, grad_norm: 5.6833 2020-07-28 01:48:16,670 - mmaction - INFO - Epoch [35][1200/3757] lr: 1.000e-02, eta: 5 days, 14:29:32, time: 1.964, data_time: 0.210, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7508, loss_cls: 2.0205, loss: 2.0205, grad_norm: 5.6240 2020-07-28 01:48:54,745 - mmaction - INFO - Epoch [35][1220/3757] lr: 1.000e-02, eta: 5 days, 14:28:51, time: 1.907, data_time: 0.156, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7695, loss_cls: 2.0407, loss: 2.0407, grad_norm: 5.6178 2020-07-28 01:49:33,613 - mmaction - INFO - Epoch [35][1240/3757] lr: 1.000e-02, eta: 5 days, 14:28:11, time: 1.939, data_time: 0.112, memory: 5170, top1_acc: 0.5547, top5_acc: 0.8000, loss_cls: 1.8604, loss: 1.8604, grad_norm: 5.6954 2020-07-28 01:50:15,911 - mmaction - INFO - Epoch [35][1260/3757] lr: 1.000e-02, eta: 5 days, 14:27:37, time: 2.120, data_time: 0.009, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7688, loss_cls: 2.0112, loss: 2.0112, grad_norm: 5.8404 2020-07-28 01:50:57,362 - mmaction - INFO - Epoch [35][1280/3757] lr: 1.000e-02, eta: 5 days, 14:27:02, time: 2.070, data_time: 0.003, memory: 5170, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.9054, loss: 1.9054, grad_norm: 5.5219 2020-07-28 01:51:30,433 - mmaction - INFO - Epoch [35][1300/3757] lr: 1.000e-02, eta: 5 days, 14:26:11, time: 1.654, data_time: 0.023, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7695, loss_cls: 1.9839, loss: 1.9839, grad_norm: 5.7303 2020-07-28 01:52:12,241 - mmaction - INFO - Epoch [35][1320/3757] lr: 1.000e-02, eta: 5 days, 14:25:37, time: 2.090, data_time: 0.002, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7672, loss_cls: 1.9888, loss: 1.9888, grad_norm: 5.5544 2020-07-28 01:52:51,477 - mmaction - INFO - Epoch [35][1340/3757] lr: 1.000e-02, eta: 5 days, 14:24:58, time: 1.961, data_time: 0.007, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7695, loss_cls: 1.9445, loss: 1.9445, grad_norm: 5.5848 2020-07-28 01:53:30,774 - mmaction - INFO - Epoch [35][1360/3757] lr: 1.000e-02, eta: 5 days, 14:24:19, time: 1.965, data_time: 0.003, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7430, loss_cls: 2.1100, loss: 2.1100, grad_norm: 5.7835 2020-07-28 01:54:08,720 - mmaction - INFO - Epoch [35][1380/3757] lr: 1.000e-02, eta: 5 days, 14:23:37, time: 1.897, data_time: 0.008, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7617, loss_cls: 2.0088, loss: 2.0088, grad_norm: 5.5920 2020-07-28 01:54:48,456 - mmaction - INFO - Epoch [35][1400/3757] lr: 1.000e-02, eta: 5 days, 14:22:59, time: 1.988, data_time: 0.003, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7680, loss_cls: 2.0066, loss: 2.0066, grad_norm: 5.6692 2020-07-28 01:55:25,403 - mmaction - INFO - Epoch [35][1420/3757] lr: 1.000e-02, eta: 5 days, 14:22:15, time: 1.842, data_time: 0.008, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7805, loss_cls: 2.0108, loss: 2.0108, grad_norm: 5.5789 2020-07-28 01:56:03,527 - mmaction - INFO - Epoch [35][1440/3757] lr: 1.000e-02, eta: 5 days, 14:21:33, time: 1.908, data_time: 0.042, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7484, loss_cls: 2.0608, loss: 2.0608, grad_norm: 5.7696 2020-07-28 01:56:42,348 - mmaction - INFO - Epoch [35][1460/3757] lr: 1.000e-02, eta: 5 days, 14:20:54, time: 1.944, data_time: 0.010, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7594, loss_cls: 2.0354, loss: 2.0354, grad_norm: 5.6976 2020-07-28 01:57:24,564 - mmaction - INFO - Epoch [35][1480/3757] lr: 1.000e-02, eta: 5 days, 14:20:20, time: 2.108, data_time: 0.010, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7547, loss_cls: 2.0930, loss: 2.0930, grad_norm: 5.8898 2020-07-28 01:58:03,130 - mmaction - INFO - Epoch [35][1500/3757] lr: 1.000e-02, eta: 5 days, 14:19:39, time: 1.931, data_time: 0.008, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7742, loss_cls: 2.0596, loss: 2.0596, grad_norm: 5.6082 2020-07-28 01:58:42,541 - mmaction - INFO - Epoch [35][1520/3757] lr: 1.000e-02, eta: 5 days, 14:19:00, time: 1.968, data_time: 0.008, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7484, loss_cls: 2.1366, loss: 2.1366, grad_norm: 5.6737 2020-07-28 01:59:22,401 - mmaction - INFO - Epoch [35][1540/3757] lr: 1.000e-02, eta: 5 days, 14:18:22, time: 1.995, data_time: 0.005, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7758, loss_cls: 1.9621, loss: 1.9621, grad_norm: 5.5239 2020-07-28 02:00:00,914 - mmaction - INFO - Epoch [35][1560/3757] lr: 1.000e-02, eta: 5 days, 14:17:42, time: 1.924, data_time: 0.008, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7539, loss_cls: 2.0221, loss: 2.0221, grad_norm: 5.5505 2020-07-28 02:00:40,113 - mmaction - INFO - Epoch [35][1580/3757] lr: 1.000e-02, eta: 5 days, 14:17:02, time: 1.948, data_time: 0.007, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7508, loss_cls: 2.0828, loss: 2.0828, grad_norm: 5.5924 2020-07-28 02:01:20,220 - mmaction - INFO - Epoch [35][1600/3757] lr: 1.000e-02, eta: 5 days, 14:16:25, time: 2.014, data_time: 0.028, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7742, loss_cls: 2.0145, loss: 2.0145, grad_norm: 5.7602 2020-07-28 02:01:56,175 - mmaction - INFO - Epoch [35][1620/3757] lr: 1.000e-02, eta: 5 days, 14:15:39, time: 1.797, data_time: 0.008, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7641, loss_cls: 2.0022, loss: 2.0022, grad_norm: 5.5374 2020-07-28 02:02:36,690 - mmaction - INFO - Epoch [35][1640/3757] lr: 1.000e-02, eta: 5 days, 14:15:03, time: 2.031, data_time: 0.024, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7375, loss_cls: 2.1399, loss: 2.1399, grad_norm: 5.8045 2020-07-28 02:03:15,113 - mmaction - INFO - Epoch [35][1660/3757] lr: 1.000e-02, eta: 5 days, 14:14:21, time: 1.914, data_time: 0.010, memory: 5170, top1_acc: 0.5523, top5_acc: 0.7688, loss_cls: 1.9547, loss: 1.9547, grad_norm: 5.4379 2020-07-28 02:03:57,346 - mmaction - INFO - Epoch [35][1680/3757] lr: 1.000e-02, eta: 5 days, 14:13:48, time: 2.119, data_time: 0.011, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7664, loss_cls: 2.0427, loss: 2.0427, grad_norm: 5.6986 2020-07-28 02:04:33,899 - mmaction - INFO - Epoch [35][1700/3757] lr: 1.000e-02, eta: 5 days, 14:13:04, time: 1.829, data_time: 0.008, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7531, loss_cls: 2.1403, loss: 2.1403, grad_norm: 5.6660 2020-07-28 02:05:14,465 - mmaction - INFO - Epoch [35][1720/3757] lr: 1.000e-02, eta: 5 days, 14:12:27, time: 2.022, data_time: 0.007, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7594, loss_cls: 2.0899, loss: 2.0899, grad_norm: 5.7862 2020-07-28 02:05:54,325 - mmaction - INFO - Epoch [35][1740/3757] lr: 1.000e-02, eta: 5 days, 14:11:49, time: 1.998, data_time: 0.010, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7531, loss_cls: 2.0727, loss: 2.0727, grad_norm: 5.7248 2020-07-28 02:06:34,746 - mmaction - INFO - Epoch [35][1760/3757] lr: 1.000e-02, eta: 5 days, 14:11:12, time: 2.018, data_time: 0.009, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7648, loss_cls: 1.9871, loss: 1.9871, grad_norm: 5.5155 2020-07-28 02:07:13,345 - mmaction - INFO - Epoch [35][1780/3757] lr: 1.000e-02, eta: 5 days, 14:10:32, time: 1.933, data_time: 0.030, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7773, loss_cls: 2.0384, loss: 2.0384, grad_norm: 5.7279 2020-07-28 02:07:56,931 - mmaction - INFO - Epoch [35][1800/3757] lr: 1.000e-02, eta: 5 days, 14:10:00, time: 2.175, data_time: 0.105, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7758, loss_cls: 1.9997, loss: 1.9997, grad_norm: 5.7161 2020-07-28 02:08:35,222 - mmaction - INFO - Epoch [35][1820/3757] lr: 1.000e-02, eta: 5 days, 14:09:20, time: 1.918, data_time: 0.010, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7523, loss_cls: 2.0553, loss: 2.0553, grad_norm: 5.6877 2020-07-28 02:09:13,193 - mmaction - INFO - Epoch [35][1840/3757] lr: 1.000e-02, eta: 5 days, 14:08:38, time: 1.899, data_time: 0.063, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7648, loss_cls: 2.0167, loss: 2.0167, grad_norm: 5.6249 2020-07-28 02:09:52,273 - mmaction - INFO - Epoch [35][1860/3757] lr: 1.000e-02, eta: 5 days, 14:07:58, time: 1.947, data_time: 0.085, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7461, loss_cls: 2.0434, loss: 2.0434, grad_norm: 5.6185 2020-07-28 02:10:32,413 - mmaction - INFO - Epoch [35][1880/3757] lr: 1.000e-02, eta: 5 days, 14:07:21, time: 2.012, data_time: 0.022, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7727, loss_cls: 2.0061, loss: 2.0061, grad_norm: 5.7401 2020-07-28 02:11:11,536 - mmaction - INFO - Epoch [35][1900/3757] lr: 1.000e-02, eta: 5 days, 14:06:41, time: 1.957, data_time: 0.062, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7523, loss_cls: 2.1179, loss: 2.1179, grad_norm: 5.8719 2020-07-28 02:11:49,020 - mmaction - INFO - Epoch [35][1920/3757] lr: 1.000e-02, eta: 5 days, 14:05:59, time: 1.876, data_time: 0.112, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7648, loss_cls: 2.0495, loss: 2.0495, grad_norm: 5.6874 2020-07-28 02:12:32,304 - mmaction - INFO - Epoch [35][1940/3757] lr: 1.000e-02, eta: 5 days, 14:05:27, time: 2.160, data_time: 0.003, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7570, loss_cls: 2.0721, loss: 2.0721, grad_norm: 5.6001 2020-07-28 02:13:09,460 - mmaction - INFO - Epoch [35][1960/3757] lr: 1.000e-02, eta: 5 days, 14:04:44, time: 1.858, data_time: 0.008, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7414, loss_cls: 2.1038, loss: 2.1038, grad_norm: 5.7305 2020-07-28 02:13:45,986 - mmaction - INFO - Epoch [35][1980/3757] lr: 1.000e-02, eta: 5 days, 14:04:00, time: 1.830, data_time: 0.007, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7367, loss_cls: 2.2226, loss: 2.2226, grad_norm: 5.7816 2020-07-28 02:14:23,047 - mmaction - INFO - Epoch [35][2000/3757] lr: 1.000e-02, eta: 5 days, 14:03:16, time: 1.846, data_time: 0.008, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7633, loss_cls: 2.0757, loss: 2.0757, grad_norm: 5.6638 2020-07-28 02:15:02,094 - mmaction - INFO - Epoch [35][2020/3757] lr: 1.000e-02, eta: 5 days, 14:02:37, time: 1.958, data_time: 0.010, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7555, loss_cls: 2.0718, loss: 2.0718, grad_norm: 5.6596 2020-07-28 02:15:42,101 - mmaction - INFO - Epoch [35][2040/3757] lr: 1.000e-02, eta: 5 days, 14:01:59, time: 2.002, data_time: 0.003, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7461, loss_cls: 2.1189, loss: 2.1189, grad_norm: 5.6471 2020-07-28 02:16:23,109 - mmaction - INFO - Epoch [35][2060/3757] lr: 1.000e-02, eta: 5 days, 14:01:23, time: 2.043, data_time: 0.024, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7523, loss_cls: 2.0628, loss: 2.0628, grad_norm: 5.7314 2020-07-28 02:17:02,021 - mmaction - INFO - Epoch [35][2080/3757] lr: 1.000e-02, eta: 5 days, 14:00:43, time: 1.950, data_time: 0.071, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7570, loss_cls: 2.0368, loss: 2.0368, grad_norm: 5.5880 2020-07-28 02:17:42,328 - mmaction - INFO - Epoch [35][2100/3757] lr: 1.000e-02, eta: 5 days, 14:00:06, time: 2.017, data_time: 0.011, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7688, loss_cls: 2.0224, loss: 2.0224, grad_norm: 5.4786 2020-07-28 02:18:17,860 - mmaction - INFO - Epoch [35][2120/3757] lr: 1.000e-02, eta: 5 days, 13:59:20, time: 1.777, data_time: 0.054, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7836, loss_cls: 1.9712, loss: 1.9712, grad_norm: 5.6469 2020-07-28 02:18:56,323 - mmaction - INFO - Epoch [35][2140/3757] lr: 1.000e-02, eta: 5 days, 13:58:39, time: 1.918, data_time: 0.237, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7430, loss_cls: 2.0890, loss: 2.0890, grad_norm: 5.7190 2020-07-28 02:19:38,120 - mmaction - INFO - Epoch [35][2160/3757] lr: 1.000e-02, eta: 5 days, 13:58:04, time: 2.092, data_time: 0.178, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7477, loss_cls: 2.1027, loss: 2.1027, grad_norm: 5.6312 2020-07-28 02:20:16,227 - mmaction - INFO - Epoch [35][2180/3757] lr: 1.000e-02, eta: 5 days, 13:57:23, time: 1.902, data_time: 0.134, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7578, loss_cls: 2.1191, loss: 2.1191, grad_norm: 5.6644 2020-07-28 02:20:54,542 - mmaction - INFO - Epoch [35][2200/3757] lr: 1.000e-02, eta: 5 days, 13:56:42, time: 1.919, data_time: 0.008, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7500, loss_cls: 2.1170, loss: 2.1170, grad_norm: 5.7065 2020-07-28 02:21:37,523 - mmaction - INFO - Epoch [35][2220/3757] lr: 1.000e-02, eta: 5 days, 13:56:10, time: 2.144, data_time: 0.009, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7539, loss_cls: 2.1342, loss: 2.1342, grad_norm: 5.6543 2020-07-28 02:22:15,698 - mmaction - INFO - Epoch [35][2240/3757] lr: 1.000e-02, eta: 5 days, 13:55:29, time: 1.915, data_time: 0.012, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7609, loss_cls: 2.0271, loss: 2.0271, grad_norm: 5.5983 2020-07-28 02:22:51,087 - mmaction - INFO - Epoch [35][2260/3757] lr: 1.000e-02, eta: 5 days, 13:54:42, time: 1.771, data_time: 0.260, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7516, loss_cls: 2.0574, loss: 2.0574, grad_norm: 5.7742 2020-07-28 02:23:29,446 - mmaction - INFO - Epoch [35][2280/3757] lr: 1.000e-02, eta: 5 days, 13:54:01, time: 1.917, data_time: 0.365, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7594, loss_cls: 2.0593, loss: 2.0593, grad_norm: 5.5356 2020-07-28 02:24:09,695 - mmaction - INFO - Epoch [35][2300/3757] lr: 1.000e-02, eta: 5 days, 13:53:24, time: 2.013, data_time: 0.284, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7578, loss_cls: 2.0740, loss: 2.0740, grad_norm: 5.5804 2020-07-28 02:24:46,906 - mmaction - INFO - Epoch [35][2320/3757] lr: 1.000e-02, eta: 5 days, 13:52:41, time: 1.861, data_time: 0.003, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7828, loss_cls: 2.0136, loss: 2.0136, grad_norm: 5.5909 2020-07-28 02:25:27,304 - mmaction - INFO - Epoch [35][2340/3757] lr: 1.000e-02, eta: 5 days, 13:52:03, time: 2.014, data_time: 0.008, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7422, loss_cls: 2.1329, loss: 2.1329, grad_norm: 5.5853 2020-07-28 02:26:06,613 - mmaction - INFO - Epoch [35][2360/3757] lr: 1.000e-02, eta: 5 days, 13:51:25, time: 1.971, data_time: 0.015, memory: 5170, top1_acc: 0.4977, top5_acc: 0.7469, loss_cls: 2.1609, loss: 2.1609, grad_norm: 5.6719 2020-07-28 02:26:49,672 - mmaction - INFO - Epoch [35][2380/3757] lr: 1.000e-02, eta: 5 days, 13:50:53, time: 2.152, data_time: 0.078, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7461, loss_cls: 2.1159, loss: 2.1159, grad_norm: 5.6299 2020-07-28 02:27:27,745 - mmaction - INFO - Epoch [35][2400/3757] lr: 1.000e-02, eta: 5 days, 13:50:11, time: 1.904, data_time: 0.016, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7438, loss_cls: 2.0866, loss: 2.0866, grad_norm: 5.6194 2020-07-28 02:28:04,069 - mmaction - INFO - Epoch [35][2420/3757] lr: 1.000e-02, eta: 5 days, 13:49:26, time: 1.814, data_time: 0.009, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7477, loss_cls: 2.0923, loss: 2.0923, grad_norm: 5.7101 2020-07-28 02:28:42,036 - mmaction - INFO - Epoch [35][2440/3757] lr: 1.000e-02, eta: 5 days, 13:48:45, time: 1.902, data_time: 0.008, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7500, loss_cls: 2.0533, loss: 2.0533, grad_norm: 5.6640 2020-07-28 02:29:23,973 - mmaction - INFO - Epoch [35][2460/3757] lr: 1.000e-02, eta: 5 days, 13:48:10, time: 2.091, data_time: 0.020, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7641, loss_cls: 2.0515, loss: 2.0515, grad_norm: 5.6759 2020-07-28 02:30:03,735 - mmaction - INFO - Epoch [35][2480/3757] lr: 1.000e-02, eta: 5 days, 13:47:32, time: 1.990, data_time: 0.010, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7531, loss_cls: 2.0790, loss: 2.0790, grad_norm: 5.6431 2020-07-28 02:30:42,198 - mmaction - INFO - Epoch [35][2500/3757] lr: 1.000e-02, eta: 5 days, 13:46:51, time: 1.918, data_time: 0.017, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7656, loss_cls: 1.9460, loss: 1.9460, grad_norm: 5.4669 2020-07-28 02:31:19,223 - mmaction - INFO - Epoch [35][2520/3757] lr: 1.000e-02, eta: 5 days, 13:46:08, time: 1.860, data_time: 0.041, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7500, loss_cls: 2.0689, loss: 2.0689, grad_norm: 5.6837 2020-07-28 02:32:02,973 - mmaction - INFO - Epoch [35][2540/3757] lr: 1.000e-02, eta: 5 days, 13:45:37, time: 2.182, data_time: 0.394, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7844, loss_cls: 1.9922, loss: 1.9922, grad_norm: 5.5405 2020-07-28 02:32:39,609 - mmaction - INFO - Epoch [35][2560/3757] lr: 1.000e-02, eta: 5 days, 13:44:53, time: 1.835, data_time: 0.008, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7828, loss_cls: 2.0161, loss: 2.0161, grad_norm: 5.6315 2020-07-28 02:33:17,364 - mmaction - INFO - Epoch [35][2580/3757] lr: 1.000e-02, eta: 5 days, 13:44:11, time: 1.887, data_time: 0.012, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7656, loss_cls: 1.9731, loss: 1.9731, grad_norm: 5.5054 2020-07-28 02:33:54,278 - mmaction - INFO - Epoch [35][2600/3757] lr: 1.000e-02, eta: 5 days, 13:43:28, time: 1.847, data_time: 0.006, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7664, loss_cls: 2.0296, loss: 2.0296, grad_norm: 5.5575 2020-07-28 02:34:33,688 - mmaction - INFO - Epoch [35][2620/3757] lr: 1.000e-02, eta: 5 days, 13:42:48, time: 1.965, data_time: 0.010, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7812, loss_cls: 1.9724, loss: 1.9724, grad_norm: 5.4321 2020-07-28 02:35:14,080 - mmaction - INFO - Epoch [35][2640/3757] lr: 1.000e-02, eta: 5 days, 13:42:11, time: 2.020, data_time: 0.010, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7555, loss_cls: 2.0448, loss: 2.0448, grad_norm: 5.7978 2020-07-28 02:35:51,203 - mmaction - INFO - Epoch [35][2660/3757] lr: 1.000e-02, eta: 5 days, 13:41:28, time: 1.863, data_time: 0.010, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7500, loss_cls: 2.0880, loss: 2.0880, grad_norm: 5.6193 2020-07-28 02:36:29,259 - mmaction - INFO - Epoch [35][2680/3757] lr: 1.000e-02, eta: 5 days, 13:40:47, time: 1.898, data_time: 0.419, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7703, loss_cls: 2.0653, loss: 2.0653, grad_norm: 5.7911 2020-07-28 02:37:06,498 - mmaction - INFO - Epoch [35][2700/3757] lr: 1.000e-02, eta: 5 days, 13:40:04, time: 1.867, data_time: 1.014, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7703, loss_cls: 2.0057, loss: 2.0057, grad_norm: 5.6294 2020-07-28 02:37:45,737 - mmaction - INFO - Epoch [35][2720/3757] lr: 1.000e-02, eta: 5 days, 13:39:25, time: 1.961, data_time: 0.544, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7688, loss_cls: 1.9978, loss: 1.9978, grad_norm: 5.5279 2020-07-28 02:38:26,566 - mmaction - INFO - Epoch [35][2740/3757] lr: 1.000e-02, eta: 5 days, 13:38:48, time: 2.041, data_time: 0.042, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7648, loss_cls: 2.0422, loss: 2.0422, grad_norm: 5.5823 2020-07-28 02:39:05,719 - mmaction - INFO - Epoch [35][2760/3757] lr: 1.000e-02, eta: 5 days, 13:38:09, time: 1.959, data_time: 0.027, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7320, loss_cls: 2.1713, loss: 2.1713, grad_norm: 5.6578 2020-07-28 02:39:44,442 - mmaction - INFO - Epoch [35][2780/3757] lr: 1.000e-02, eta: 5 days, 13:37:29, time: 1.935, data_time: 0.003, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7578, loss_cls: 2.1158, loss: 2.1158, grad_norm: 5.7828 2020-07-28 02:40:23,099 - mmaction - INFO - Epoch [35][2800/3757] lr: 1.000e-02, eta: 5 days, 13:36:48, time: 1.926, data_time: 0.009, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7750, loss_cls: 1.9615, loss: 1.9615, grad_norm: 5.5827 2020-07-28 02:41:04,541 - mmaction - INFO - Epoch [35][2820/3757] lr: 1.000e-02, eta: 5 days, 13:36:13, time: 2.079, data_time: 0.011, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7695, loss_cls: 2.0477, loss: 2.0477, grad_norm: 5.6692 2020-07-28 02:41:41,839 - mmaction - INFO - Epoch [35][2840/3757] lr: 1.000e-02, eta: 5 days, 13:35:30, time: 1.860, data_time: 0.010, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7625, loss_cls: 2.0520, loss: 2.0520, grad_norm: 5.7360 2020-07-28 02:42:21,858 - mmaction - INFO - Epoch [35][2860/3757] lr: 1.000e-02, eta: 5 days, 13:34:53, time: 2.006, data_time: 0.010, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7633, loss_cls: 2.0142, loss: 2.0142, grad_norm: 5.5668 2020-07-28 02:43:00,643 - mmaction - INFO - Epoch [35][2880/3757] lr: 1.000e-02, eta: 5 days, 13:34:13, time: 1.940, data_time: 0.009, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7594, loss_cls: 2.0089, loss: 2.0089, grad_norm: 5.5714 2020-07-28 02:43:39,834 - mmaction - INFO - Epoch [35][2900/3757] lr: 1.000e-02, eta: 5 days, 13:33:33, time: 1.958, data_time: 0.003, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7578, loss_cls: 2.0522, loss: 2.0522, grad_norm: 5.6319 2020-07-28 02:44:18,309 - mmaction - INFO - Epoch [35][2920/3757] lr: 1.000e-02, eta: 5 days, 13:32:53, time: 1.925, data_time: 0.009, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7625, loss_cls: 2.0314, loss: 2.0314, grad_norm: 5.5570 2020-07-28 02:45:00,472 - mmaction - INFO - Epoch [35][2940/3757] lr: 1.000e-02, eta: 5 days, 13:32:19, time: 2.103, data_time: 0.018, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7383, loss_cls: 2.1554, loss: 2.1554, grad_norm: 5.7295 2020-07-28 02:45:40,393 - mmaction - INFO - Epoch [35][2960/3757] lr: 1.000e-02, eta: 5 days, 13:31:41, time: 2.000, data_time: 0.009, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7508, loss_cls: 2.1159, loss: 2.1159, grad_norm: 5.7262 2020-07-28 02:46:18,974 - mmaction - INFO - Epoch [35][2980/3757] lr: 1.000e-02, eta: 5 days, 13:31:00, time: 1.930, data_time: 0.004, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7508, loss_cls: 2.0545, loss: 2.0545, grad_norm: 5.6415 2020-07-28 02:46:55,279 - mmaction - INFO - Epoch [35][3000/3757] lr: 1.000e-02, eta: 5 days, 13:30:15, time: 1.807, data_time: 0.013, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7648, loss_cls: 2.0284, loss: 2.0284, grad_norm: 5.4506 2020-07-28 02:47:34,428 - mmaction - INFO - Epoch [35][3020/3757] lr: 1.000e-02, eta: 5 days, 13:29:36, time: 1.967, data_time: 0.142, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7531, loss_cls: 2.0858, loss: 2.0858, grad_norm: 5.6469 2020-07-28 02:48:15,797 - mmaction - INFO - Epoch [35][3040/3757] lr: 1.000e-02, eta: 5 days, 13:29:01, time: 2.061, data_time: 0.013, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7695, loss_cls: 1.9986, loss: 1.9986, grad_norm: 5.5043 2020-07-28 02:48:51,468 - mmaction - INFO - Epoch [35][3060/3757] lr: 1.000e-02, eta: 5 days, 13:28:15, time: 1.791, data_time: 0.010, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7406, loss_cls: 2.1709, loss: 2.1709, grad_norm: 5.8972 2020-07-28 02:49:32,441 - mmaction - INFO - Epoch [35][3080/3757] lr: 1.000e-02, eta: 5 days, 13:27:39, time: 2.042, data_time: 0.415, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7609, loss_cls: 2.0416, loss: 2.0416, grad_norm: 5.6658 2020-07-28 02:50:13,903 - mmaction - INFO - Epoch [35][3100/3757] lr: 1.000e-02, eta: 5 days, 13:27:04, time: 2.076, data_time: 0.012, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7609, loss_cls: 2.0690, loss: 2.0690, grad_norm: 5.6240 2020-07-28 02:50:52,247 - mmaction - INFO - Epoch [35][3120/3757] lr: 1.000e-02, eta: 5 days, 13:26:23, time: 1.920, data_time: 0.010, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7609, loss_cls: 2.0048, loss: 2.0048, grad_norm: 5.5725 2020-07-28 02:51:30,682 - mmaction - INFO - Epoch [35][3140/3757] lr: 1.000e-02, eta: 5 days, 13:25:42, time: 1.914, data_time: 0.326, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7539, loss_cls: 2.0976, loss: 2.0976, grad_norm: 5.6762 2020-07-28 02:52:10,189 - mmaction - INFO - Epoch [35][3160/3757] lr: 1.000e-02, eta: 5 days, 13:25:03, time: 1.976, data_time: 0.087, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7664, loss_cls: 2.0239, loss: 2.0239, grad_norm: 5.8537 2020-07-28 02:52:48,538 - mmaction - INFO - Epoch [35][3180/3757] lr: 1.000e-02, eta: 5 days, 13:24:23, time: 1.925, data_time: 0.253, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7648, loss_cls: 2.0373, loss: 2.0373, grad_norm: 5.6480 2020-07-28 02:53:28,226 - mmaction - INFO - Epoch [35][3200/3757] lr: 1.000e-02, eta: 5 days, 13:23:44, time: 1.979, data_time: 1.148, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7539, loss_cls: 2.0580, loss: 2.0580, grad_norm: 5.7469 2020-07-28 02:54:06,847 - mmaction - INFO - Epoch [35][3220/3757] lr: 1.000e-02, eta: 5 days, 13:23:04, time: 1.935, data_time: 0.587, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7633, loss_cls: 2.0416, loss: 2.0416, grad_norm: 5.5350 2020-07-28 02:54:48,071 - mmaction - INFO - Epoch [35][3240/3757] lr: 1.000e-02, eta: 5 days, 13:22:28, time: 2.062, data_time: 0.427, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7391, loss_cls: 2.1261, loss: 2.1261, grad_norm: 5.5257 2020-07-28 02:55:26,826 - mmaction - INFO - Epoch [35][3260/3757] lr: 1.000e-02, eta: 5 days, 13:21:48, time: 1.934, data_time: 0.610, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7602, loss_cls: 2.0165, loss: 2.0165, grad_norm: 5.4246 2020-07-28 02:56:03,168 - mmaction - INFO - Epoch [35][3280/3757] lr: 1.000e-02, eta: 5 days, 13:21:04, time: 1.820, data_time: 0.404, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7406, loss_cls: 2.1157, loss: 2.1157, grad_norm: 5.6272 2020-07-28 02:56:43,385 - mmaction - INFO - Epoch [35][3300/3757] lr: 1.000e-02, eta: 5 days, 13:20:26, time: 2.002, data_time: 0.124, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7445, loss_cls: 2.1093, loss: 2.1093, grad_norm: 5.7692 2020-07-28 02:57:23,787 - mmaction - INFO - Epoch [35][3320/3757] lr: 1.000e-02, eta: 5 days, 13:19:49, time: 2.027, data_time: 0.468, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7430, loss_cls: 2.0938, loss: 2.0938, grad_norm: 5.5614 2020-07-28 02:58:02,093 - mmaction - INFO - Epoch [35][3340/3757] lr: 1.000e-02, eta: 5 days, 13:19:08, time: 1.911, data_time: 0.129, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7422, loss_cls: 2.0932, loss: 2.0932, grad_norm: 5.7333 2020-07-28 02:58:42,014 - mmaction - INFO - Epoch [35][3360/3757] lr: 1.000e-02, eta: 5 days, 13:18:30, time: 2.001, data_time: 0.010, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7570, loss_cls: 2.0291, loss: 2.0291, grad_norm: 5.7062 2020-07-28 02:59:18,366 - mmaction - INFO - Epoch [35][3380/3757] lr: 1.000e-02, eta: 5 days, 13:17:45, time: 1.815, data_time: 0.009, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7531, loss_cls: 2.0686, loss: 2.0686, grad_norm: 5.6526 2020-07-28 03:00:00,124 - mmaction - INFO - Epoch [35][3400/3757] lr: 1.000e-02, eta: 5 days, 13:17:11, time: 2.092, data_time: 0.006, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7445, loss_cls: 2.1405, loss: 2.1405, grad_norm: 5.7356 2020-07-28 03:00:36,920 - mmaction - INFO - Epoch [35][3420/3757] lr: 1.000e-02, eta: 5 days, 13:16:27, time: 1.824, data_time: 0.217, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7625, loss_cls: 2.0420, loss: 2.0420, grad_norm: 5.5650 2020-07-28 03:01:14,344 - mmaction - INFO - Epoch [35][3440/3757] lr: 1.000e-02, eta: 5 days, 13:15:44, time: 1.884, data_time: 0.066, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7500, loss_cls: 2.1006, loss: 2.1006, grad_norm: 5.7612 2020-07-28 03:01:55,678 - mmaction - INFO - Epoch [35][3460/3757] lr: 1.000e-02, eta: 5 days, 13:15:09, time: 2.069, data_time: 0.137, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7359, loss_cls: 2.1140, loss: 2.1140, grad_norm: 5.6686 2020-07-28 03:02:35,255 - mmaction - INFO - Epoch [35][3480/3757] lr: 1.000e-02, eta: 5 days, 13:14:30, time: 1.974, data_time: 0.044, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7508, loss_cls: 2.0834, loss: 2.0834, grad_norm: 5.6094 2020-07-28 03:03:17,488 - mmaction - INFO - Epoch [35][3500/3757] lr: 1.000e-02, eta: 5 days, 13:13:57, time: 2.116, data_time: 0.008, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7586, loss_cls: 2.0885, loss: 2.0885, grad_norm: 5.6370 2020-07-28 03:03:57,947 - mmaction - INFO - Epoch [35][3520/3757] lr: 1.000e-02, eta: 5 days, 13:13:20, time: 2.020, data_time: 0.007, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7680, loss_cls: 2.0754, loss: 2.0754, grad_norm: 5.6842 2020-07-28 03:04:36,276 - mmaction - INFO - Epoch [35][3540/3757] lr: 1.000e-02, eta: 5 days, 13:12:39, time: 1.920, data_time: 0.006, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7539, loss_cls: 2.0938, loss: 2.0938, grad_norm: 5.6786 2020-07-28 03:05:12,494 - mmaction - INFO - Epoch [35][3560/3757] lr: 1.000e-02, eta: 5 days, 13:11:54, time: 1.804, data_time: 0.010, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7516, loss_cls: 2.0239, loss: 2.0239, grad_norm: 5.5938 2020-07-28 03:05:52,282 - mmaction - INFO - Epoch [35][3580/3757] lr: 1.000e-02, eta: 5 days, 13:11:16, time: 1.995, data_time: 0.137, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7422, loss_cls: 2.0983, loss: 2.0983, grad_norm: 5.5150 2020-07-28 03:06:33,407 - mmaction - INFO - Epoch [35][3600/3757] lr: 1.000e-02, eta: 5 days, 13:10:40, time: 2.050, data_time: 0.617, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7844, loss_cls: 1.9791, loss: 1.9791, grad_norm: 5.5068 2020-07-28 03:07:10,179 - mmaction - INFO - Epoch [35][3620/3757] lr: 1.000e-02, eta: 5 days, 13:09:56, time: 1.840, data_time: 0.437, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7586, loss_cls: 2.0623, loss: 2.0623, grad_norm: 5.5958 2020-07-28 03:07:52,195 - mmaction - INFO - Epoch [35][3640/3757] lr: 1.000e-02, eta: 5 days, 13:09:22, time: 2.106, data_time: 0.120, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7562, loss_cls: 2.0396, loss: 2.0396, grad_norm: 5.4934 2020-07-28 03:08:33,211 - mmaction - INFO - Epoch [35][3660/3757] lr: 1.000e-02, eta: 5 days, 13:08:46, time: 2.044, data_time: 0.009, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7727, loss_cls: 2.0092, loss: 2.0092, grad_norm: 5.7741 2020-07-28 03:09:09,966 - mmaction - INFO - Epoch [35][3680/3757] lr: 1.000e-02, eta: 5 days, 13:08:02, time: 1.845, data_time: 0.010, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7594, loss_cls: 2.0638, loss: 2.0638, grad_norm: 5.6630 2020-07-28 03:09:50,965 - mmaction - INFO - Epoch [35][3700/3757] lr: 1.000e-02, eta: 5 days, 13:07:26, time: 2.042, data_time: 0.008, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7688, loss_cls: 1.9685, loss: 1.9685, grad_norm: 5.4561 2020-07-28 03:10:25,927 - mmaction - INFO - Epoch [35][3720/3757] lr: 1.000e-02, eta: 5 days, 13:06:39, time: 1.752, data_time: 0.058, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0176, loss: 2.0176, grad_norm: 5.5513 2020-07-28 03:11:08,987 - mmaction - INFO - Epoch [35][3740/3757] lr: 1.000e-02, eta: 5 days, 13:06:07, time: 2.155, data_time: 1.433, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7508, loss_cls: 2.0976, loss: 2.0976, grad_norm: 5.4734 2020-07-28 03:11:33,304 - mmaction - INFO - Saving checkpoint at 35 epochs 2020-07-28 03:12:31,943 - mmaction - INFO - Epoch [36][20/3757] lr: 1.000e-02, eta: 5 days, 13:04:26, time: 2.866, data_time: 1.542, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7594, loss_cls: 2.0458, loss: 2.0458, grad_norm: 5.4973 2020-07-28 03:13:08,901 - mmaction - INFO - Epoch [36][40/3757] lr: 1.000e-02, eta: 5 days, 13:03:43, time: 1.848, data_time: 0.155, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7781, loss_cls: 1.9765, loss: 1.9765, grad_norm: 5.4154 2020-07-28 03:13:48,125 - mmaction - INFO - Epoch [36][60/3757] lr: 1.000e-02, eta: 5 days, 13:03:03, time: 1.960, data_time: 0.256, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7625, loss_cls: 1.9997, loss: 1.9997, grad_norm: 5.4016 2020-07-28 03:14:27,921 - mmaction - INFO - Epoch [36][80/3757] lr: 1.000e-02, eta: 5 days, 13:02:25, time: 1.985, data_time: 0.010, memory: 5170, top1_acc: 0.4883, top5_acc: 0.7484, loss_cls: 2.1355, loss: 2.1355, grad_norm: 5.6918 2020-07-28 03:15:04,280 - mmaction - INFO - Epoch [36][100/3757] lr: 1.000e-02, eta: 5 days, 13:01:41, time: 1.824, data_time: 0.008, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7672, loss_cls: 1.9635, loss: 1.9635, grad_norm: 5.3833 2020-07-28 03:15:44,399 - mmaction - INFO - Epoch [36][120/3757] lr: 1.000e-02, eta: 5 days, 13:01:03, time: 2.005, data_time: 0.009, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7727, loss_cls: 1.9886, loss: 1.9886, grad_norm: 5.4700 2020-07-28 03:16:20,246 - mmaction - INFO - Epoch [36][140/3757] lr: 1.000e-02, eta: 5 days, 13:00:17, time: 1.792, data_time: 0.008, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7812, loss_cls: 1.9029, loss: 1.9029, grad_norm: 5.5804 2020-07-28 03:17:02,829 - mmaction - INFO - Epoch [36][160/3757] lr: 1.000e-02, eta: 5 days, 12:59:44, time: 2.123, data_time: 0.003, memory: 5170, top1_acc: 0.5516, top5_acc: 0.7742, loss_cls: 1.9483, loss: 1.9483, grad_norm: 5.5521 2020-07-28 03:17:40,631 - mmaction - INFO - Epoch [36][180/3757] lr: 1.000e-02, eta: 5 days, 12:59:03, time: 1.896, data_time: 0.030, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7656, loss_cls: 1.9533, loss: 1.9533, grad_norm: 5.5649 2020-07-28 03:18:19,782 - mmaction - INFO - Epoch [36][200/3757] lr: 1.000e-02, eta: 5 days, 12:58:23, time: 1.948, data_time: 0.008, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7922, loss_cls: 1.9095, loss: 1.9095, grad_norm: 5.6957 2020-07-28 03:18:57,010 - mmaction - INFO - Epoch [36][220/3757] lr: 1.000e-02, eta: 5 days, 12:57:40, time: 1.864, data_time: 0.014, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7828, loss_cls: 1.9300, loss: 1.9300, grad_norm: 5.5614 2020-07-28 03:19:38,508 - mmaction - INFO - Epoch [36][240/3757] lr: 1.000e-02, eta: 5 days, 12:57:05, time: 2.082, data_time: 0.134, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7805, loss_cls: 1.9347, loss: 1.9347, grad_norm: 5.5749 2020-07-28 03:20:17,073 - mmaction - INFO - Epoch [36][260/3757] lr: 1.000e-02, eta: 5 days, 12:56:25, time: 1.928, data_time: 0.009, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7719, loss_cls: 2.0493, loss: 2.0493, grad_norm: 5.7676 2020-07-28 03:20:57,436 - mmaction - INFO - Epoch [36][280/3757] lr: 1.000e-02, eta: 5 days, 12:55:48, time: 2.019, data_time: 0.004, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7648, loss_cls: 2.0108, loss: 2.0108, grad_norm: 5.6034 2020-07-28 03:21:37,445 - mmaction - INFO - Epoch [36][300/3757] lr: 1.000e-02, eta: 5 days, 12:55:09, time: 1.993, data_time: 0.007, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7766, loss_cls: 1.9739, loss: 1.9739, grad_norm: 5.5951 2020-07-28 03:22:16,306 - mmaction - INFO - Epoch [36][320/3757] lr: 1.000e-02, eta: 5 days, 12:54:30, time: 1.946, data_time: 0.012, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7703, loss_cls: 1.9426, loss: 1.9426, grad_norm: 5.3867 2020-07-28 03:22:54,299 - mmaction - INFO - Epoch [36][340/3757] lr: 1.000e-02, eta: 5 days, 12:53:48, time: 1.902, data_time: 0.008, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7883, loss_cls: 1.9616, loss: 1.9616, grad_norm: 5.5173 2020-07-28 03:23:29,897 - mmaction - INFO - Epoch [36][360/3757] lr: 1.000e-02, eta: 5 days, 12:53:02, time: 1.782, data_time: 0.011, memory: 5170, top1_acc: 0.5578, top5_acc: 0.7859, loss_cls: 1.8698, loss: 1.8698, grad_norm: 5.4166 2020-07-28 03:24:09,199 - mmaction - INFO - Epoch [36][380/3757] lr: 1.000e-02, eta: 5 days, 12:52:23, time: 1.966, data_time: 0.009, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7617, loss_cls: 1.9735, loss: 1.9735, grad_norm: 5.5453 2020-07-28 03:24:46,882 - mmaction - INFO - Epoch [36][400/3757] lr: 1.000e-02, eta: 5 days, 12:51:41, time: 1.880, data_time: 0.003, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7617, loss_cls: 2.0756, loss: 2.0756, grad_norm: 5.7246 2020-07-28 03:25:26,675 - mmaction - INFO - Epoch [36][420/3757] lr: 1.000e-02, eta: 5 days, 12:51:03, time: 1.989, data_time: 0.008, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7508, loss_cls: 2.0750, loss: 2.0750, grad_norm: 5.6137 2020-07-28 03:26:05,525 - mmaction - INFO - Epoch [36][440/3757] lr: 1.000e-02, eta: 5 days, 12:50:23, time: 1.947, data_time: 0.019, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7758, loss_cls: 1.9689, loss: 1.9689, grad_norm: 5.4719 2020-07-28 03:26:44,189 - mmaction - INFO - Epoch [36][460/3757] lr: 1.000e-02, eta: 5 days, 12:49:42, time: 1.927, data_time: 0.008, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7781, loss_cls: 2.0072, loss: 2.0072, grad_norm: 5.8016 2020-07-28 03:27:22,179 - mmaction - INFO - Epoch [36][480/3757] lr: 1.000e-02, eta: 5 days, 12:49:01, time: 1.906, data_time: 0.039, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7672, loss_cls: 2.0074, loss: 2.0074, grad_norm: 5.4816 2020-07-28 03:28:03,212 - mmaction - INFO - Epoch [36][500/3757] lr: 1.000e-02, eta: 5 days, 12:48:25, time: 2.046, data_time: 0.794, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7852, loss_cls: 1.9374, loss: 1.9374, grad_norm: 5.5955 2020-07-28 03:28:41,433 - mmaction - INFO - Epoch [36][520/3757] lr: 1.000e-02, eta: 5 days, 12:47:44, time: 1.910, data_time: 1.361, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7586, loss_cls: 2.0573, loss: 2.0573, grad_norm: 5.8876 2020-07-28 03:29:17,988 - mmaction - INFO - Epoch [36][540/3757] lr: 1.000e-02, eta: 5 days, 12:47:00, time: 1.835, data_time: 0.895, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7766, loss_cls: 1.9601, loss: 1.9601, grad_norm: 5.5109 2020-07-28 03:29:56,565 - mmaction - INFO - Epoch [36][560/3757] lr: 1.000e-02, eta: 5 days, 12:46:19, time: 1.919, data_time: 0.591, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7734, loss_cls: 1.9892, loss: 1.9892, grad_norm: 5.6998 2020-07-28 03:30:35,314 - mmaction - INFO - Epoch [36][580/3757] lr: 1.000e-02, eta: 5 days, 12:45:39, time: 1.946, data_time: 0.779, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7719, loss_cls: 1.9610, loss: 1.9610, grad_norm: 5.6697 2020-07-28 03:31:15,578 - mmaction - INFO - Epoch [36][600/3757] lr: 1.000e-02, eta: 5 days, 12:45:02, time: 2.012, data_time: 0.712, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7656, loss_cls: 2.0658, loss: 2.0658, grad_norm: 5.7034 2020-07-28 03:31:53,965 - mmaction - INFO - Epoch [36][620/3757] lr: 1.000e-02, eta: 5 days, 12:44:21, time: 1.916, data_time: 0.166, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7500, loss_cls: 2.0477, loss: 2.0477, grad_norm: 5.6264 2020-07-28 03:32:35,714 - mmaction - INFO - Epoch [36][640/3757] lr: 1.000e-02, eta: 5 days, 12:43:46, time: 2.088, data_time: 0.007, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7633, loss_cls: 2.0032, loss: 2.0032, grad_norm: 5.6150 2020-07-28 03:33:13,135 - mmaction - INFO - Epoch [36][660/3757] lr: 1.000e-02, eta: 5 days, 12:43:04, time: 1.868, data_time: 0.188, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7688, loss_cls: 2.0053, loss: 2.0053, grad_norm: 5.7151 2020-07-28 03:33:54,710 - mmaction - INFO - Epoch [36][680/3757] lr: 1.000e-02, eta: 5 days, 12:42:29, time: 2.082, data_time: 0.010, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7797, loss_cls: 1.9401, loss: 1.9401, grad_norm: 5.4745 2020-07-28 03:34:33,254 - mmaction - INFO - Epoch [36][700/3757] lr: 1.000e-02, eta: 5 days, 12:41:48, time: 1.927, data_time: 0.012, memory: 5170, top1_acc: 0.4891, top5_acc: 0.7438, loss_cls: 2.1432, loss: 2.1432, grad_norm: 5.8903 2020-07-28 03:35:14,997 - mmaction - INFO - Epoch [36][720/3757] lr: 1.000e-02, eta: 5 days, 12:41:14, time: 2.085, data_time: 0.008, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7672, loss_cls: 1.9639, loss: 1.9639, grad_norm: 5.5799 2020-07-28 03:35:53,379 - mmaction - INFO - Epoch [36][740/3757] lr: 1.000e-02, eta: 5 days, 12:40:33, time: 1.924, data_time: 0.008, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7672, loss_cls: 2.0008, loss: 2.0008, grad_norm: 5.5820 2020-07-28 03:36:32,325 - mmaction - INFO - Epoch [36][760/3757] lr: 1.000e-02, eta: 5 days, 12:39:53, time: 1.946, data_time: 0.015, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7719, loss_cls: 1.9956, loss: 1.9956, grad_norm: 5.6142 2020-07-28 03:37:10,887 - mmaction - INFO - Epoch [36][780/3757] lr: 1.000e-02, eta: 5 days, 12:39:13, time: 1.927, data_time: 0.009, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7609, loss_cls: 2.0116, loss: 2.0116, grad_norm: 5.6363 2020-07-28 03:37:47,885 - mmaction - INFO - Epoch [36][800/3757] lr: 1.000e-02, eta: 5 days, 12:38:29, time: 1.846, data_time: 0.011, memory: 5170, top1_acc: 0.5664, top5_acc: 0.7906, loss_cls: 1.8558, loss: 1.8558, grad_norm: 5.5527 2020-07-28 03:38:26,395 - mmaction - INFO - Epoch [36][820/3757] lr: 1.000e-02, eta: 5 days, 12:37:49, time: 1.931, data_time: 0.009, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7766, loss_cls: 1.9579, loss: 1.9579, grad_norm: 5.4952 2020-07-28 03:39:07,182 - mmaction - INFO - Epoch [36][840/3757] lr: 1.000e-02, eta: 5 days, 12:37:13, time: 2.041, data_time: 0.013, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7672, loss_cls: 2.0199, loss: 2.0199, grad_norm: 5.6203 2020-07-28 03:39:45,579 - mmaction - INFO - Epoch [36][860/3757] lr: 1.000e-02, eta: 5 days, 12:36:32, time: 1.918, data_time: 0.002, memory: 5170, top1_acc: 0.5523, top5_acc: 0.7672, loss_cls: 1.9499, loss: 1.9499, grad_norm: 5.6156 2020-07-28 03:40:24,221 - mmaction - INFO - Epoch [36][880/3757] lr: 1.000e-02, eta: 5 days, 12:35:51, time: 1.930, data_time: 0.809, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7578, loss_cls: 1.9814, loss: 1.9814, grad_norm: 5.6852 2020-07-28 03:41:04,112 - mmaction - INFO - Epoch [36][900/3757] lr: 1.000e-02, eta: 5 days, 12:35:13, time: 1.998, data_time: 1.403, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7562, loss_cls: 2.0906, loss: 2.0906, grad_norm: 5.5424 2020-07-28 03:41:43,187 - mmaction - INFO - Epoch [36][920/3757] lr: 1.000e-02, eta: 5 days, 12:34:34, time: 1.945, data_time: 1.351, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7719, loss_cls: 1.9176, loss: 1.9176, grad_norm: 5.5857 2020-07-28 03:42:22,155 - mmaction - INFO - Epoch [36][940/3757] lr: 1.000e-02, eta: 5 days, 12:33:54, time: 1.956, data_time: 1.296, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7578, loss_cls: 2.0824, loss: 2.0824, grad_norm: 5.7688 2020-07-28 03:43:01,130 - mmaction - INFO - Epoch [36][960/3757] lr: 1.000e-02, eta: 5 days, 12:33:14, time: 1.949, data_time: 1.335, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7625, loss_cls: 2.0434, loss: 2.0434, grad_norm: 5.6994 2020-07-28 03:43:40,699 - mmaction - INFO - Epoch [36][980/3757] lr: 1.000e-02, eta: 5 days, 12:32:36, time: 1.979, data_time: 0.613, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7562, loss_cls: 2.0978, loss: 2.0978, grad_norm: 5.8755 2020-07-28 03:44:20,240 - mmaction - INFO - Epoch [36][1000/3757] lr: 1.000e-02, eta: 5 days, 12:31:57, time: 1.970, data_time: 0.925, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7617, loss_cls: 2.0156, loss: 2.0156, grad_norm: 5.6165 2020-07-28 03:45:00,548 - mmaction - INFO - Epoch [36][1020/3757] lr: 1.000e-02, eta: 5 days, 12:31:20, time: 2.021, data_time: 0.463, memory: 5170, top1_acc: 0.5523, top5_acc: 0.7625, loss_cls: 2.0168, loss: 2.0168, grad_norm: 5.4918 2020-07-28 03:45:39,375 - mmaction - INFO - Epoch [36][1040/3757] lr: 1.000e-02, eta: 5 days, 12:30:40, time: 1.942, data_time: 0.005, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7555, loss_cls: 2.0615, loss: 2.0615, grad_norm: 5.6433 2020-07-28 03:46:20,130 - mmaction - INFO - Epoch [36][1060/3757] lr: 1.000e-02, eta: 5 days, 12:30:03, time: 2.037, data_time: 0.002, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7742, loss_cls: 2.0021, loss: 2.0021, grad_norm: 5.4996 2020-07-28 03:46:57,421 - mmaction - INFO - Epoch [36][1080/3757] lr: 1.000e-02, eta: 5 days, 12:29:20, time: 1.859, data_time: 0.009, memory: 5170, top1_acc: 0.5648, top5_acc: 0.7773, loss_cls: 1.8852, loss: 1.8852, grad_norm: 5.5550 2020-07-28 03:47:38,012 - mmaction - INFO - Epoch [36][1100/3757] lr: 1.000e-02, eta: 5 days, 12:28:44, time: 2.035, data_time: 0.010, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7641, loss_cls: 1.9545, loss: 1.9545, grad_norm: 5.5172 2020-07-28 03:48:20,273 - mmaction - INFO - Epoch [36][1120/3757] lr: 1.000e-02, eta: 5 days, 12:28:10, time: 2.108, data_time: 0.009, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7594, loss_cls: 1.9467, loss: 1.9467, grad_norm: 5.4784 2020-07-28 03:48:53,705 - mmaction - INFO - Epoch [36][1140/3757] lr: 1.000e-02, eta: 5 days, 12:27:20, time: 1.676, data_time: 0.018, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7711, loss_cls: 1.9436, loss: 1.9436, grad_norm: 5.5999 2020-07-28 03:49:34,155 - mmaction - INFO - Epoch [36][1160/3757] lr: 1.000e-02, eta: 5 days, 12:26:43, time: 2.017, data_time: 0.091, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7711, loss_cls: 2.0192, loss: 2.0192, grad_norm: 5.6471 2020-07-28 03:50:14,203 - mmaction - INFO - Epoch [36][1180/3757] lr: 1.000e-02, eta: 5 days, 12:26:05, time: 2.005, data_time: 0.011, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7625, loss_cls: 2.0708, loss: 2.0708, grad_norm: 5.6407 2020-07-28 03:50:52,584 - mmaction - INFO - Epoch [36][1200/3757] lr: 1.000e-02, eta: 5 days, 12:25:25, time: 1.921, data_time: 0.007, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7555, loss_cls: 2.0476, loss: 2.0476, grad_norm: 5.7782 2020-07-28 03:51:31,796 - mmaction - INFO - Epoch [36][1220/3757] lr: 1.000e-02, eta: 5 days, 12:24:45, time: 1.961, data_time: 0.013, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7492, loss_cls: 2.0945, loss: 2.0945, grad_norm: 5.6117 2020-07-28 03:52:06,177 - mmaction - INFO - Epoch [36][1240/3757] lr: 1.000e-02, eta: 5 days, 12:23:57, time: 1.714, data_time: 0.012, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7453, loss_cls: 2.0703, loss: 2.0703, grad_norm: 5.6430 2020-07-28 03:52:45,101 - mmaction - INFO - Epoch [36][1260/3757] lr: 1.000e-02, eta: 5 days, 12:23:17, time: 1.952, data_time: 0.009, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7531, loss_cls: 2.1318, loss: 2.1318, grad_norm: 5.8174 2020-07-28 03:53:25,043 - mmaction - INFO - Epoch [36][1280/3757] lr: 1.000e-02, eta: 5 days, 12:22:39, time: 1.996, data_time: 0.012, memory: 5170, top1_acc: 0.5516, top5_acc: 0.7844, loss_cls: 1.9339, loss: 1.9339, grad_norm: 5.5585 2020-07-28 03:54:07,288 - mmaction - INFO - Epoch [36][1300/3757] lr: 1.000e-02, eta: 5 days, 12:22:06, time: 2.114, data_time: 0.006, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7461, loss_cls: 2.1111, loss: 2.1111, grad_norm: 5.7487 2020-07-28 03:54:45,199 - mmaction - INFO - Epoch [36][1320/3757] lr: 1.000e-02, eta: 5 days, 12:21:24, time: 1.896, data_time: 0.003, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7703, loss_cls: 1.9594, loss: 1.9594, grad_norm: 5.5954 2020-07-28 03:55:23,552 - mmaction - INFO - Epoch [36][1340/3757] lr: 1.000e-02, eta: 5 days, 12:20:43, time: 1.911, data_time: 0.463, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7625, loss_cls: 2.0704, loss: 2.0704, grad_norm: 5.7636 2020-07-28 03:56:01,065 - mmaction - INFO - Epoch [36][1360/3757] lr: 1.000e-02, eta: 5 days, 12:20:01, time: 1.883, data_time: 0.010, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7578, loss_cls: 2.0548, loss: 2.0548, grad_norm: 5.6133 2020-07-28 03:56:42,372 - mmaction - INFO - Epoch [36][1380/3757] lr: 1.000e-02, eta: 5 days, 12:19:25, time: 2.056, data_time: 0.274, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7773, loss_cls: 1.9314, loss: 1.9314, grad_norm: 5.5942 2020-07-28 03:57:20,802 - mmaction - INFO - Epoch [36][1400/3757] lr: 1.000e-02, eta: 5 days, 12:18:45, time: 1.928, data_time: 0.113, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7648, loss_cls: 2.0163, loss: 2.0163, grad_norm: 5.7750 2020-07-28 03:58:03,111 - mmaction - INFO - Epoch [36][1420/3757] lr: 1.000e-02, eta: 5 days, 12:18:11, time: 2.118, data_time: 0.680, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7562, loss_cls: 2.1427, loss: 2.1427, grad_norm: 5.7254 2020-07-28 03:58:40,090 - mmaction - INFO - Epoch [36][1440/3757] lr: 1.000e-02, eta: 5 days, 12:17:28, time: 1.842, data_time: 0.619, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7828, loss_cls: 2.0166, loss: 2.0166, grad_norm: 5.6792 2020-07-28 03:59:17,918 - mmaction - INFO - Epoch [36][1460/3757] lr: 1.000e-02, eta: 5 days, 12:16:46, time: 1.898, data_time: 0.905, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7539, loss_cls: 2.0908, loss: 2.0908, grad_norm: 5.7362 2020-07-28 03:59:57,349 - mmaction - INFO - Epoch [36][1480/3757] lr: 1.000e-02, eta: 5 days, 12:16:07, time: 1.963, data_time: 1.312, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7594, loss_cls: 2.0526, loss: 2.0526, grad_norm: 5.5538 2020-07-28 04:00:37,804 - mmaction - INFO - Epoch [36][1500/3757] lr: 1.000e-02, eta: 5 days, 12:15:30, time: 2.016, data_time: 1.313, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7531, loss_cls: 2.0809, loss: 2.0809, grad_norm: 5.5552 2020-07-28 04:01:14,639 - mmaction - INFO - Epoch [36][1520/3757] lr: 1.000e-02, eta: 5 days, 12:14:46, time: 1.853, data_time: 1.126, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7555, loss_cls: 2.0873, loss: 2.0873, grad_norm: 5.6914 2020-07-28 04:01:52,510 - mmaction - INFO - Epoch [36][1540/3757] lr: 1.000e-02, eta: 5 days, 12:14:05, time: 1.896, data_time: 0.378, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7609, loss_cls: 2.0462, loss: 2.0462, grad_norm: 5.5951 2020-07-28 04:02:31,222 - mmaction - INFO - Epoch [36][1560/3757] lr: 1.000e-02, eta: 5 days, 12:13:25, time: 1.937, data_time: 0.185, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7516, loss_cls: 2.0663, loss: 2.0663, grad_norm: 5.7604 2020-07-28 04:03:08,392 - mmaction - INFO - Epoch [36][1580/3757] lr: 1.000e-02, eta: 5 days, 12:12:42, time: 1.857, data_time: 0.496, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7445, loss_cls: 2.1064, loss: 2.1064, grad_norm: 5.8216 2020-07-28 04:03:48,122 - mmaction - INFO - Epoch [36][1600/3757] lr: 1.000e-02, eta: 5 days, 12:12:03, time: 1.982, data_time: 0.172, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7812, loss_cls: 1.9694, loss: 1.9694, grad_norm: 5.6926 2020-07-28 04:04:28,924 - mmaction - INFO - Epoch [36][1620/3757] lr: 1.000e-02, eta: 5 days, 12:11:27, time: 2.039, data_time: 0.017, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7664, loss_cls: 2.0377, loss: 2.0377, grad_norm: 5.7538 2020-07-28 04:05:06,703 - mmaction - INFO - Epoch [36][1640/3757] lr: 1.000e-02, eta: 5 days, 12:10:45, time: 1.895, data_time: 0.010, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7602, loss_cls: 2.0969, loss: 2.0969, grad_norm: 5.7304 2020-07-28 04:05:45,882 - mmaction - INFO - Epoch [36][1660/3757] lr: 1.000e-02, eta: 5 days, 12:10:05, time: 1.954, data_time: 0.003, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7750, loss_cls: 1.9724, loss: 1.9724, grad_norm: 5.5727 2020-07-28 04:06:25,880 - mmaction - INFO - Epoch [36][1680/3757] lr: 1.000e-02, eta: 5 days, 12:09:28, time: 2.005, data_time: 0.062, memory: 5170, top1_acc: 0.5547, top5_acc: 0.7609, loss_cls: 1.9948, loss: 1.9948, grad_norm: 5.6625 2020-07-28 04:07:04,887 - mmaction - INFO - Epoch [36][1700/3757] lr: 1.000e-02, eta: 5 days, 12:08:48, time: 1.947, data_time: 0.287, memory: 5170, top1_acc: 0.5539, top5_acc: 0.7852, loss_cls: 1.8867, loss: 1.8867, grad_norm: 5.5006 2020-07-28 04:07:45,214 - mmaction - INFO - Epoch [36][1720/3757] lr: 1.000e-02, eta: 5 days, 12:08:11, time: 2.017, data_time: 0.009, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7789, loss_cls: 1.9635, loss: 1.9635, grad_norm: 5.6754 2020-07-28 04:08:22,884 - mmaction - INFO - Epoch [36][1740/3757] lr: 1.000e-02, eta: 5 days, 12:07:29, time: 1.886, data_time: 0.248, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7688, loss_cls: 2.0262, loss: 2.0262, grad_norm: 5.6326 2020-07-28 04:09:02,603 - mmaction - INFO - Epoch [36][1760/3757] lr: 1.000e-02, eta: 5 days, 12:06:50, time: 1.977, data_time: 0.151, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7812, loss_cls: 1.9612, loss: 1.9612, grad_norm: 5.5752 2020-07-28 04:09:41,265 - mmaction - INFO - Epoch [36][1780/3757] lr: 1.000e-02, eta: 5 days, 12:06:10, time: 1.933, data_time: 0.679, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7609, loss_cls: 2.0207, loss: 2.0207, grad_norm: 5.7272 2020-07-28 04:10:21,837 - mmaction - INFO - Epoch [36][1800/3757] lr: 1.000e-02, eta: 5 days, 12:05:33, time: 2.029, data_time: 0.101, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7672, loss_cls: 2.0151, loss: 2.0151, grad_norm: 5.5894 2020-07-28 04:11:01,419 - mmaction - INFO - Epoch [36][1820/3757] lr: 1.000e-02, eta: 5 days, 12:04:55, time: 1.985, data_time: 0.010, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7633, loss_cls: 2.0126, loss: 2.0126, grad_norm: 5.6497 2020-07-28 04:11:40,031 - mmaction - INFO - Epoch [36][1840/3757] lr: 1.000e-02, eta: 5 days, 12:04:14, time: 1.931, data_time: 0.026, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7734, loss_cls: 1.9930, loss: 1.9930, grad_norm: 5.6391 2020-07-28 04:12:19,431 - mmaction - INFO - Epoch [36][1860/3757] lr: 1.000e-02, eta: 5 days, 12:03:35, time: 1.961, data_time: 0.500, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7523, loss_cls: 2.0627, loss: 2.0627, grad_norm: 5.7045 2020-07-28 04:12:56,597 - mmaction - INFO - Epoch [36][1880/3757] lr: 1.000e-02, eta: 5 days, 12:02:52, time: 1.862, data_time: 1.203, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7398, loss_cls: 2.1279, loss: 2.1279, grad_norm: 5.7705 2020-07-28 04:13:32,128 - mmaction - INFO - Epoch [36][1900/3757] lr: 1.000e-02, eta: 5 days, 12:02:06, time: 1.780, data_time: 1.156, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7656, loss_cls: 2.0646, loss: 2.0646, grad_norm: 5.7797 2020-07-28 04:14:13,807 - mmaction - INFO - Epoch [36][1920/3757] lr: 1.000e-02, eta: 5 days, 12:01:32, time: 2.082, data_time: 1.287, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7883, loss_cls: 1.8896, loss: 1.8896, grad_norm: 5.4401 2020-07-28 04:14:53,407 - mmaction - INFO - Epoch [36][1940/3757] lr: 1.000e-02, eta: 5 days, 12:00:53, time: 1.980, data_time: 0.874, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7633, loss_cls: 2.0547, loss: 2.0547, grad_norm: 5.5464 2020-07-28 04:15:33,532 - mmaction - INFO - Epoch [36][1960/3757] lr: 1.000e-02, eta: 5 days, 12:00:15, time: 2.009, data_time: 0.091, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7633, loss_cls: 1.9927, loss: 1.9927, grad_norm: 5.5244 2020-07-28 04:16:11,691 - mmaction - INFO - Epoch [36][1980/3757] lr: 1.000e-02, eta: 5 days, 11:59:34, time: 1.908, data_time: 0.015, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7617, loss_cls: 1.9980, loss: 1.9980, grad_norm: 5.5569 2020-07-28 04:16:51,049 - mmaction - INFO - Epoch [36][2000/3757] lr: 1.000e-02, eta: 5 days, 11:58:55, time: 1.967, data_time: 0.005, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7594, loss_cls: 1.9835, loss: 1.9835, grad_norm: 5.5210 2020-07-28 04:17:32,250 - mmaction - INFO - Epoch [36][2020/3757] lr: 1.000e-02, eta: 5 days, 11:58:20, time: 2.062, data_time: 0.008, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7609, loss_cls: 2.0524, loss: 2.0524, grad_norm: 5.8188 2020-07-28 04:18:12,242 - mmaction - INFO - Epoch [36][2040/3757] lr: 1.000e-02, eta: 5 days, 11:57:42, time: 1.997, data_time: 0.012, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 2.0688, loss: 2.0688, grad_norm: 5.6173 2020-07-28 04:18:48,403 - mmaction - INFO - Epoch [36][2060/3757] lr: 1.000e-02, eta: 5 days, 11:56:57, time: 1.812, data_time: 0.008, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7797, loss_cls: 1.9988, loss: 1.9988, grad_norm: 5.5735 2020-07-28 04:19:26,858 - mmaction - INFO - Epoch [36][2080/3757] lr: 1.000e-02, eta: 5 days, 11:56:16, time: 1.919, data_time: 0.500, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7719, loss_cls: 1.9748, loss: 1.9748, grad_norm: 5.3976 2020-07-28 04:20:10,517 - mmaction - INFO - Epoch [36][2100/3757] lr: 1.000e-02, eta: 5 days, 11:55:45, time: 2.185, data_time: 0.661, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7656, loss_cls: 2.0324, loss: 2.0324, grad_norm: 5.4568 2020-07-28 04:20:51,471 - mmaction - INFO - Epoch [36][2120/3757] lr: 1.000e-02, eta: 5 days, 11:55:09, time: 2.049, data_time: 0.081, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7656, loss_cls: 2.0261, loss: 2.0261, grad_norm: 5.6774 2020-07-28 04:21:32,627 - mmaction - INFO - Epoch [36][2140/3757] lr: 1.000e-02, eta: 5 days, 11:54:33, time: 2.051, data_time: 0.054, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7695, loss_cls: 2.0200, loss: 2.0200, grad_norm: 5.7133 2020-07-28 04:22:11,918 - mmaction - INFO - Epoch [36][2160/3757] lr: 1.000e-02, eta: 5 days, 11:53:54, time: 1.968, data_time: 0.012, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7820, loss_cls: 1.9732, loss: 1.9732, grad_norm: 5.6795 2020-07-28 04:22:49,419 - mmaction - INFO - Epoch [36][2180/3757] lr: 1.000e-02, eta: 5 days, 11:53:12, time: 1.877, data_time: 0.005, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7562, loss_cls: 2.0394, loss: 2.0394, grad_norm: 5.6366 2020-07-28 04:23:26,257 - mmaction - INFO - Epoch [36][2200/3757] lr: 1.000e-02, eta: 5 days, 11:52:28, time: 1.836, data_time: 0.110, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7531, loss_cls: 2.0423, loss: 2.0423, grad_norm: 5.6628 2020-07-28 04:24:03,842 - mmaction - INFO - Epoch [36][2220/3757] lr: 1.000e-02, eta: 5 days, 11:51:46, time: 1.884, data_time: 0.574, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7430, loss_cls: 2.0870, loss: 2.0870, grad_norm: 5.7146 2020-07-28 04:24:46,817 - mmaction - INFO - Epoch [36][2240/3757] lr: 1.000e-02, eta: 5 days, 11:51:13, time: 2.148, data_time: 0.092, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7414, loss_cls: 2.1262, loss: 2.1262, grad_norm: 5.5823 2020-07-28 04:25:27,018 - mmaction - INFO - Epoch [36][2260/3757] lr: 1.000e-02, eta: 5 days, 11:50:36, time: 2.010, data_time: 0.043, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7648, loss_cls: 2.0863, loss: 2.0863, grad_norm: 5.8776 2020-07-28 04:26:05,345 - mmaction - INFO - Epoch [36][2280/3757] lr: 1.000e-02, eta: 5 days, 11:49:55, time: 1.918, data_time: 0.130, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7648, loss_cls: 1.9827, loss: 1.9827, grad_norm: 5.5858 2020-07-28 04:26:42,546 - mmaction - INFO - Epoch [36][2300/3757] lr: 1.000e-02, eta: 5 days, 11:49:12, time: 1.855, data_time: 0.044, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7773, loss_cls: 1.9422, loss: 1.9422, grad_norm: 5.5785 2020-07-28 04:27:19,891 - mmaction - INFO - Epoch [36][2320/3757] lr: 1.000e-02, eta: 5 days, 11:48:29, time: 1.870, data_time: 0.331, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7789, loss_cls: 1.9733, loss: 1.9733, grad_norm: 5.7073 2020-07-28 04:27:58,695 - mmaction - INFO - Epoch [36][2340/3757] lr: 1.000e-02, eta: 5 days, 11:47:50, time: 1.942, data_time: 0.542, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7641, loss_cls: 2.0148, loss: 2.0148, grad_norm: 5.6529 2020-07-28 04:28:40,990 - mmaction - INFO - Epoch [36][2360/3757] lr: 1.000e-02, eta: 5 days, 11:47:16, time: 2.108, data_time: 0.128, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7406, loss_cls: 2.1200, loss: 2.1200, grad_norm: 5.6796 2020-07-28 04:29:19,261 - mmaction - INFO - Epoch [36][2380/3757] lr: 1.000e-02, eta: 5 days, 11:46:35, time: 1.920, data_time: 0.064, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7484, loss_cls: 2.0968, loss: 2.0968, grad_norm: 5.8916 2020-07-28 04:29:59,523 - mmaction - INFO - Epoch [36][2400/3757] lr: 1.000e-02, eta: 5 days, 11:45:57, time: 2.007, data_time: 0.006, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7422, loss_cls: 2.0775, loss: 2.0775, grad_norm: 5.7490 2020-07-28 04:30:39,849 - mmaction - INFO - Epoch [36][2420/3757] lr: 1.000e-02, eta: 5 days, 11:45:20, time: 2.023, data_time: 0.009, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7414, loss_cls: 2.0847, loss: 2.0847, grad_norm: 5.7046 2020-07-28 04:31:19,380 - mmaction - INFO - Epoch [36][2440/3757] lr: 1.000e-02, eta: 5 days, 11:44:41, time: 1.975, data_time: 0.006, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7562, loss_cls: 2.0601, loss: 2.0601, grad_norm: 5.6511 2020-07-28 04:31:59,947 - mmaction - INFO - Epoch [36][2460/3757] lr: 1.000e-02, eta: 5 days, 11:44:05, time: 2.028, data_time: 0.007, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7703, loss_cls: 2.0497, loss: 2.0497, grad_norm: 5.8127 2020-07-28 04:32:38,294 - mmaction - INFO - Epoch [36][2480/3757] lr: 1.000e-02, eta: 5 days, 11:43:24, time: 1.919, data_time: 0.007, memory: 5170, top1_acc: 0.5500, top5_acc: 0.7797, loss_cls: 1.9652, loss: 1.9652, grad_norm: 5.5158 2020-07-28 04:33:14,707 - mmaction - INFO - Epoch [36][2500/3757] lr: 1.000e-02, eta: 5 days, 11:42:40, time: 1.822, data_time: 0.003, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7484, loss_cls: 2.0807, loss: 2.0807, grad_norm: 5.5096 2020-07-28 04:33:56,100 - mmaction - INFO - Epoch [36][2520/3757] lr: 1.000e-02, eta: 5 days, 11:42:04, time: 2.067, data_time: 0.007, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7797, loss_cls: 1.9180, loss: 1.9180, grad_norm: 5.4477 2020-07-28 04:34:32,709 - mmaction - INFO - Epoch [36][2540/3757] lr: 1.000e-02, eta: 5 days, 11:41:20, time: 1.832, data_time: 0.086, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7672, loss_cls: 2.0271, loss: 2.0271, grad_norm: 5.7003 2020-07-28 04:35:13,003 - mmaction - INFO - Epoch [36][2560/3757] lr: 1.000e-02, eta: 5 days, 11:40:43, time: 2.010, data_time: 0.051, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7523, loss_cls: 2.0589, loss: 2.0589, grad_norm: 5.6524 2020-07-28 04:35:48,573 - mmaction - INFO - Epoch [36][2580/3757] lr: 1.000e-02, eta: 5 days, 11:39:57, time: 1.776, data_time: 0.053, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7570, loss_cls: 2.1141, loss: 2.1141, grad_norm: 5.6997 2020-07-28 04:36:29,318 - mmaction - INFO - Epoch [36][2600/3757] lr: 1.000e-02, eta: 5 days, 11:39:21, time: 2.044, data_time: 0.153, memory: 5170, top1_acc: 0.5609, top5_acc: 0.7859, loss_cls: 1.8865, loss: 1.8865, grad_norm: 5.4376 2020-07-28 04:37:10,833 - mmaction - INFO - Epoch [36][2620/3757] lr: 1.000e-02, eta: 5 days, 11:38:45, time: 2.070, data_time: 0.045, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7469, loss_cls: 2.1169, loss: 2.1169, grad_norm: 5.7611 2020-07-28 04:37:50,227 - mmaction - INFO - Epoch [36][2640/3757] lr: 1.000e-02, eta: 5 days, 11:38:06, time: 1.975, data_time: 0.011, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7602, loss_cls: 2.0648, loss: 2.0648, grad_norm: 5.8032 2020-07-28 04:38:29,148 - mmaction - INFO - Epoch [36][2660/3757] lr: 1.000e-02, eta: 5 days, 11:37:27, time: 1.944, data_time: 0.047, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7703, loss_cls: 2.0168, loss: 2.0168, grad_norm: 5.4997 2020-07-28 04:39:09,805 - mmaction - INFO - Epoch [36][2680/3757] lr: 1.000e-02, eta: 5 days, 11:36:50, time: 2.035, data_time: 0.584, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7609, loss_cls: 1.9769, loss: 1.9769, grad_norm: 5.6467 2020-07-28 04:39:49,689 - mmaction - INFO - Epoch [36][2700/3757] lr: 1.000e-02, eta: 5 days, 11:36:12, time: 1.993, data_time: 0.721, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7492, loss_cls: 2.0896, loss: 2.0896, grad_norm: 5.7643 2020-07-28 04:40:27,963 - mmaction - INFO - Epoch [36][2720/3757] lr: 1.000e-02, eta: 5 days, 11:35:31, time: 1.914, data_time: 0.014, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7641, loss_cls: 2.0623, loss: 2.0623, grad_norm: 5.7562 2020-07-28 04:41:08,168 - mmaction - INFO - Epoch [36][2740/3757] lr: 1.000e-02, eta: 5 days, 11:34:53, time: 2.010, data_time: 0.219, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7609, loss_cls: 2.0336, loss: 2.0336, grad_norm: 5.6706 2020-07-28 04:41:48,377 - mmaction - INFO - Epoch [36][2760/3757] lr: 1.000e-02, eta: 5 days, 11:34:16, time: 2.008, data_time: 0.677, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7508, loss_cls: 2.1226, loss: 2.1226, grad_norm: 5.6693 2020-07-28 04:42:28,327 - mmaction - INFO - Epoch [36][2780/3757] lr: 1.000e-02, eta: 5 days, 11:33:38, time: 1.997, data_time: 0.052, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7406, loss_cls: 2.1245, loss: 2.1245, grad_norm: 5.7047 2020-07-28 04:43:03,623 - mmaction - INFO - Epoch [36][2800/3757] lr: 1.000e-02, eta: 5 days, 11:32:52, time: 1.768, data_time: 0.634, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7602, loss_cls: 2.0185, loss: 2.0185, grad_norm: 5.6668 2020-07-28 04:43:42,165 - mmaction - INFO - Epoch [36][2820/3757] lr: 1.000e-02, eta: 5 days, 11:32:11, time: 1.921, data_time: 0.320, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7602, loss_cls: 2.0820, loss: 2.0820, grad_norm: 5.6973 2020-07-28 04:44:19,875 - mmaction - INFO - Epoch [36][2840/3757] lr: 1.000e-02, eta: 5 days, 11:31:29, time: 1.887, data_time: 0.010, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7609, loss_cls: 2.0528, loss: 2.0528, grad_norm: 5.7061 2020-07-28 04:45:02,228 - mmaction - INFO - Epoch [36][2860/3757] lr: 1.000e-02, eta: 5 days, 11:30:56, time: 2.122, data_time: 0.008, memory: 5170, top1_acc: 0.5672, top5_acc: 0.8000, loss_cls: 1.8273, loss: 1.8273, grad_norm: 5.4497 2020-07-28 04:45:41,607 - mmaction - INFO - Epoch [36][2880/3757] lr: 1.000e-02, eta: 5 days, 11:30:17, time: 1.968, data_time: 0.003, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7781, loss_cls: 2.0329, loss: 2.0329, grad_norm: 5.8562 2020-07-28 04:46:21,966 - mmaction - INFO - Epoch [36][2900/3757] lr: 1.000e-02, eta: 5 days, 11:29:39, time: 2.017, data_time: 0.011, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7500, loss_cls: 2.1299, loss: 2.1299, grad_norm: 5.8689 2020-07-28 04:46:55,561 - mmaction - INFO - Epoch [36][2920/3757] lr: 1.000e-02, eta: 5 days, 11:28:50, time: 1.681, data_time: 0.007, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7547, loss_cls: 2.0615, loss: 2.0615, grad_norm: 5.6630 2020-07-28 04:47:36,261 - mmaction - INFO - Epoch [36][2940/3757] lr: 1.000e-02, eta: 5 days, 11:28:13, time: 2.035, data_time: 0.386, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7594, loss_cls: 2.0540, loss: 2.0540, grad_norm: 5.8476 2020-07-28 04:48:14,232 - mmaction - INFO - Epoch [36][2960/3757] lr: 1.000e-02, eta: 5 days, 11:27:32, time: 1.895, data_time: 0.606, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7664, loss_cls: 2.0819, loss: 2.0819, grad_norm: 5.6336 2020-07-28 04:48:53,554 - mmaction - INFO - Epoch [36][2980/3757] lr: 1.000e-02, eta: 5 days, 11:26:53, time: 1.970, data_time: 0.156, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7688, loss_cls: 1.9428, loss: 1.9428, grad_norm: 5.6104 2020-07-28 04:49:31,899 - mmaction - INFO - Epoch [36][3000/3757] lr: 1.000e-02, eta: 5 days, 11:26:12, time: 1.919, data_time: 0.177, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7531, loss_cls: 2.1051, loss: 2.1051, grad_norm: 5.5717 2020-07-28 04:50:12,269 - mmaction - INFO - Epoch [36][3020/3757] lr: 1.000e-02, eta: 5 days, 11:25:35, time: 2.011, data_time: 0.299, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7734, loss_cls: 1.9680, loss: 1.9680, grad_norm: 5.5281 2020-07-28 04:50:51,492 - mmaction - INFO - Epoch [36][3040/3757] lr: 1.000e-02, eta: 5 days, 11:24:56, time: 1.966, data_time: 0.118, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7477, loss_cls: 2.1528, loss: 2.1528, grad_norm: 5.9390 2020-07-28 04:51:30,750 - mmaction - INFO - Epoch [36][3060/3757] lr: 1.000e-02, eta: 5 days, 11:24:16, time: 1.958, data_time: 0.202, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7430, loss_cls: 2.1316, loss: 2.1316, grad_norm: 5.6780 2020-07-28 04:52:10,646 - mmaction - INFO - Epoch [36][3080/3757] lr: 1.000e-02, eta: 5 days, 11:23:38, time: 2.002, data_time: 0.011, memory: 5170, top1_acc: 0.4859, top5_acc: 0.7312, loss_cls: 2.1837, loss: 2.1837, grad_norm: 5.7650 2020-07-28 04:52:48,461 - mmaction - INFO - Epoch [36][3100/3757] lr: 1.000e-02, eta: 5 days, 11:22:56, time: 1.884, data_time: 0.007, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7672, loss_cls: 2.0467, loss: 2.0467, grad_norm: 5.6925 2020-07-28 04:53:24,780 - mmaction - INFO - Epoch [36][3120/3757] lr: 1.000e-02, eta: 5 days, 11:22:12, time: 1.824, data_time: 0.011, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7656, loss_cls: 1.9569, loss: 1.9569, grad_norm: 5.4527 2020-07-28 04:54:04,599 - mmaction - INFO - Epoch [36][3140/3757] lr: 1.000e-02, eta: 5 days, 11:21:34, time: 1.989, data_time: 0.013, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7500, loss_cls: 2.1641, loss: 2.1641, grad_norm: 5.8277 2020-07-28 04:54:43,329 - mmaction - INFO - Epoch [36][3160/3757] lr: 1.000e-02, eta: 5 days, 11:20:54, time: 1.938, data_time: 0.004, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7664, loss_cls: 2.0499, loss: 2.0499, grad_norm: 5.6577 2020-07-28 04:55:24,667 - mmaction - INFO - Epoch [36][3180/3757] lr: 1.000e-02, eta: 5 days, 11:20:18, time: 2.064, data_time: 0.285, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7555, loss_cls: 2.0484, loss: 2.0484, grad_norm: 5.5598 2020-07-28 04:56:02,294 - mmaction - INFO - Epoch [36][3200/3757] lr: 1.000e-02, eta: 5 days, 11:19:36, time: 1.883, data_time: 0.008, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7461, loss_cls: 2.1661, loss: 2.1661, grad_norm: 5.9034 2020-07-28 04:56:39,306 - mmaction - INFO - Epoch [36][3220/3757] lr: 1.000e-02, eta: 5 days, 11:18:53, time: 1.849, data_time: 0.010, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7500, loss_cls: 2.1194, loss: 2.1194, grad_norm: 5.8317 2020-07-28 04:57:17,939 - mmaction - INFO - Epoch [36][3240/3757] lr: 1.000e-02, eta: 5 days, 11:18:13, time: 1.934, data_time: 0.009, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7414, loss_cls: 2.1257, loss: 2.1257, grad_norm: 5.6158 2020-07-28 04:57:57,669 - mmaction - INFO - Epoch [36][3260/3757] lr: 1.000e-02, eta: 5 days, 11:17:34, time: 1.983, data_time: 0.008, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7734, loss_cls: 2.0182, loss: 2.0182, grad_norm: 5.5153 2020-07-28 04:58:35,157 - mmaction - INFO - Epoch [36][3280/3757] lr: 1.000e-02, eta: 5 days, 11:16:52, time: 1.879, data_time: 0.010, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7430, loss_cls: 2.1226, loss: 2.1226, grad_norm: 5.6159 2020-07-28 04:59:16,412 - mmaction - INFO - Epoch [36][3300/3757] lr: 1.000e-02, eta: 5 days, 11:16:16, time: 2.059, data_time: 0.144, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7633, loss_cls: 2.0825, loss: 2.0825, grad_norm: 5.5496 2020-07-28 04:59:56,339 - mmaction - INFO - Epoch [36][3320/3757] lr: 1.000e-02, eta: 5 days, 11:15:38, time: 2.000, data_time: 0.005, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7711, loss_cls: 1.9770, loss: 1.9770, grad_norm: 5.5688 2020-07-28 05:00:39,023 - mmaction - INFO - Epoch [36][3340/3757] lr: 1.000e-02, eta: 5 days, 11:15:05, time: 2.120, data_time: 0.008, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7773, loss_cls: 1.9579, loss: 1.9579, grad_norm: 5.5888 2020-07-28 05:01:13,937 - mmaction - INFO - Epoch [36][3360/3757] lr: 1.000e-02, eta: 5 days, 11:14:18, time: 1.758, data_time: 0.032, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7672, loss_cls: 1.9841, loss: 1.9841, grad_norm: 5.5543 2020-07-28 05:01:53,498 - mmaction - INFO - Epoch [36][3380/3757] lr: 1.000e-02, eta: 5 days, 11:13:40, time: 1.976, data_time: 0.004, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7391, loss_cls: 2.1286, loss: 2.1286, grad_norm: 5.7334 2020-07-28 05:02:34,451 - mmaction - INFO - Epoch [36][3400/3757] lr: 1.000e-02, eta: 5 days, 11:13:04, time: 2.049, data_time: 0.059, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7453, loss_cls: 2.0640, loss: 2.0640, grad_norm: 5.5908 2020-07-28 05:03:14,000 - mmaction - INFO - Epoch [36][3420/3757] lr: 1.000e-02, eta: 5 days, 11:12:25, time: 1.971, data_time: 0.489, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7656, loss_cls: 2.0211, loss: 2.0211, grad_norm: 5.6545 2020-07-28 05:03:51,891 - mmaction - INFO - Epoch [36][3440/3757] lr: 1.000e-02, eta: 5 days, 11:11:43, time: 1.901, data_time: 0.010, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7617, loss_cls: 1.9941, loss: 1.9941, grad_norm: 5.6494 2020-07-28 05:04:30,030 - mmaction - INFO - Epoch [36][3460/3757] lr: 1.000e-02, eta: 5 days, 11:11:02, time: 1.904, data_time: 0.093, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7555, loss_cls: 2.1089, loss: 2.1089, grad_norm: 5.8460 2020-07-28 05:05:07,184 - mmaction - INFO - Epoch [36][3480/3757] lr: 1.000e-02, eta: 5 days, 11:10:19, time: 1.861, data_time: 0.009, memory: 5170, top1_acc: 0.4930, top5_acc: 0.7422, loss_cls: 2.2108, loss: 2.2108, grad_norm: 5.8170 2020-07-28 05:05:47,478 - mmaction - INFO - Epoch [36][3500/3757] lr: 1.000e-02, eta: 5 days, 11:09:42, time: 2.016, data_time: 0.903, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7648, loss_cls: 1.9990, loss: 1.9990, grad_norm: 5.6215 2020-07-28 05:06:28,083 - mmaction - INFO - Epoch [36][3520/3757] lr: 1.000e-02, eta: 5 days, 11:09:05, time: 2.030, data_time: 0.423, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7547, loss_cls: 2.0796, loss: 2.0796, grad_norm: 5.6244 2020-07-28 05:07:06,285 - mmaction - INFO - Epoch [36][3540/3757] lr: 1.000e-02, eta: 5 days, 11:08:24, time: 1.910, data_time: 0.140, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7594, loss_cls: 2.0179, loss: 2.0179, grad_norm: 5.7109 2020-07-28 05:07:43,197 - mmaction - INFO - Epoch [36][3560/3757] lr: 1.000e-02, eta: 5 days, 11:07:40, time: 1.839, data_time: 0.727, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7578, loss_cls: 2.0817, loss: 2.0817, grad_norm: 5.6802 2020-07-28 05:08:21,019 - mmaction - INFO - Epoch [36][3580/3757] lr: 1.000e-02, eta: 5 days, 11:06:59, time: 1.897, data_time: 0.398, memory: 5170, top1_acc: 0.5609, top5_acc: 0.7805, loss_cls: 1.9186, loss: 1.9186, grad_norm: 5.5384 2020-07-28 05:09:00,374 - mmaction - INFO - Epoch [36][3600/3757] lr: 1.000e-02, eta: 5 days, 11:06:19, time: 1.960, data_time: 0.323, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7539, loss_cls: 2.0626, loss: 2.0626, grad_norm: 5.6901 2020-07-28 05:09:44,624 - mmaction - INFO - Epoch [36][3620/3757] lr: 1.000e-02, eta: 5 days, 11:05:49, time: 2.220, data_time: 0.040, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7469, loss_cls: 2.1460, loss: 2.1460, grad_norm: 5.7535 2020-07-28 05:10:21,107 - mmaction - INFO - Epoch [36][3640/3757] lr: 1.000e-02, eta: 5 days, 11:05:05, time: 1.823, data_time: 0.008, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7523, loss_cls: 2.0723, loss: 2.0723, grad_norm: 5.6424 2020-07-28 05:10:59,608 - mmaction - INFO - Epoch [36][3660/3757] lr: 1.000e-02, eta: 5 days, 11:04:25, time: 1.925, data_time: 0.005, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7680, loss_cls: 1.9969, loss: 1.9969, grad_norm: 5.5397 2020-07-28 05:11:38,338 - mmaction - INFO - Epoch [36][3680/3757] lr: 1.000e-02, eta: 5 days, 11:03:45, time: 1.935, data_time: 0.010, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7617, loss_cls: 2.0465, loss: 2.0465, grad_norm: 5.7719 2020-07-28 05:12:18,957 - mmaction - INFO - Epoch [36][3700/3757] lr: 1.000e-02, eta: 5 days, 11:03:08, time: 2.032, data_time: 0.005, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7305, loss_cls: 2.1841, loss: 2.1841, grad_norm: 5.8569 2020-07-28 05:12:59,110 - mmaction - INFO - Epoch [36][3720/3757] lr: 1.000e-02, eta: 5 days, 11:02:30, time: 2.010, data_time: 0.005, memory: 5170, top1_acc: 0.5602, top5_acc: 0.7812, loss_cls: 1.9168, loss: 1.9168, grad_norm: 5.6250 2020-07-28 05:13:33,983 - mmaction - INFO - Epoch [36][3740/3757] lr: 1.000e-02, eta: 5 days, 11:01:43, time: 1.739, data_time: 0.006, memory: 5170, top1_acc: 0.5555, top5_acc: 0.7641, loss_cls: 1.9588, loss: 1.9588, grad_norm: 5.5020 2020-07-28 05:14:00,055 - mmaction - INFO - Saving checkpoint at 36 epochs 2020-07-28 05:14:53,218 - mmaction - INFO - Epoch [37][20/3757] lr: 1.000e-02, eta: 5 days, 10:59:53, time: 2.561, data_time: 0.724, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7516, loss_cls: 2.0915, loss: 2.0915, grad_norm: 5.7072 2020-07-28 05:15:35,263 - mmaction - INFO - Epoch [37][40/3757] lr: 1.000e-02, eta: 5 days, 10:59:19, time: 2.110, data_time: 0.025, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7656, loss_cls: 1.9905, loss: 1.9905, grad_norm: 5.6164 2020-07-28 05:16:14,542 - mmaction - INFO - Epoch [37][60/3757] lr: 1.000e-02, eta: 5 days, 10:58:40, time: 1.964, data_time: 0.010, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7688, loss_cls: 1.9579, loss: 1.9579, grad_norm: 5.6167 2020-07-28 05:16:55,172 - mmaction - INFO - Epoch [37][80/3757] lr: 1.000e-02, eta: 5 days, 10:58:03, time: 2.027, data_time: 0.005, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7680, loss_cls: 2.0069, loss: 2.0069, grad_norm: 5.7429 2020-07-28 05:17:31,120 - mmaction - INFO - Epoch [37][100/3757] lr: 1.000e-02, eta: 5 days, 10:57:18, time: 1.804, data_time: 0.009, memory: 5170, top1_acc: 0.5570, top5_acc: 0.7586, loss_cls: 1.9599, loss: 1.9599, grad_norm: 5.4039 2020-07-28 05:18:11,423 - mmaction - INFO - Epoch [37][120/3757] lr: 1.000e-02, eta: 5 days, 10:56:40, time: 2.008, data_time: 0.007, memory: 5170, top1_acc: 0.5516, top5_acc: 0.7852, loss_cls: 1.9212, loss: 1.9212, grad_norm: 5.5427 2020-07-28 05:18:49,933 - mmaction - INFO - Epoch [37][140/3757] lr: 1.000e-02, eta: 5 days, 10:56:00, time: 1.929, data_time: 0.011, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7578, loss_cls: 2.0249, loss: 2.0249, grad_norm: 5.7140 2020-07-28 05:19:32,407 - mmaction - INFO - Epoch [37][160/3757] lr: 1.000e-02, eta: 5 days, 10:55:26, time: 2.126, data_time: 0.008, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7500, loss_cls: 2.0456, loss: 2.0456, grad_norm: 5.7169 2020-07-28 05:20:09,328 - mmaction - INFO - Epoch [37][180/3757] lr: 1.000e-02, eta: 5 days, 10:54:43, time: 1.846, data_time: 0.004, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7555, loss_cls: 2.0272, loss: 2.0272, grad_norm: 5.7656 2020-07-28 05:20:47,465 - mmaction - INFO - Epoch [37][200/3757] lr: 1.000e-02, eta: 5 days, 10:54:02, time: 1.907, data_time: 0.002, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7672, loss_cls: 1.9790, loss: 1.9790, grad_norm: 5.5558 2020-07-28 05:21:28,370 - mmaction - INFO - Epoch [37][220/3757] lr: 1.000e-02, eta: 5 days, 10:53:25, time: 2.037, data_time: 0.336, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7531, loss_cls: 2.0074, loss: 2.0074, grad_norm: 5.8074 2020-07-28 05:22:03,757 - mmaction - INFO - Epoch [37][240/3757] lr: 1.000e-02, eta: 5 days, 10:52:40, time: 1.773, data_time: 0.042, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7859, loss_cls: 1.9289, loss: 1.9289, grad_norm: 5.4941 2020-07-28 05:22:45,197 - mmaction - INFO - Epoch [37][260/3757] lr: 1.000e-02, eta: 5 days, 10:52:04, time: 2.071, data_time: 0.144, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7633, loss_cls: 2.0001, loss: 2.0001, grad_norm: 5.5759 2020-07-28 05:23:25,848 - mmaction - INFO - Epoch [37][280/3757] lr: 1.000e-02, eta: 5 days, 10:51:27, time: 2.027, data_time: 0.012, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7484, loss_cls: 2.0330, loss: 2.0330, grad_norm: 5.6057 2020-07-28 05:24:03,013 - mmaction - INFO - Epoch [37][300/3757] lr: 1.000e-02, eta: 5 days, 10:50:44, time: 1.859, data_time: 0.013, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7672, loss_cls: 2.0172, loss: 2.0172, grad_norm: 5.7004 2020-07-28 05:24:42,057 - mmaction - INFO - Epoch [37][320/3757] lr: 1.000e-02, eta: 5 days, 10:50:05, time: 1.960, data_time: 0.136, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7680, loss_cls: 1.9691, loss: 1.9691, grad_norm: 5.5783 2020-07-28 05:25:23,963 - mmaction - INFO - Epoch [37][340/3757] lr: 1.000e-02, eta: 5 days, 10:49:30, time: 2.088, data_time: 0.008, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 1.9942, loss: 1.9942, grad_norm: 5.6593 2020-07-28 05:26:00,124 - mmaction - INFO - Epoch [37][360/3757] lr: 1.000e-02, eta: 5 days, 10:48:46, time: 1.815, data_time: 0.011, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7641, loss_cls: 1.9859, loss: 1.9859, grad_norm: 5.5554 2020-07-28 05:26:38,610 - mmaction - INFO - Epoch [37][380/3757] lr: 1.000e-02, eta: 5 days, 10:48:05, time: 1.919, data_time: 0.009, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7414, loss_cls: 2.1607, loss: 2.1607, grad_norm: 5.7599 2020-07-28 05:27:16,839 - mmaction - INFO - Epoch [37][400/3757] lr: 1.000e-02, eta: 5 days, 10:47:24, time: 1.918, data_time: 0.014, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7711, loss_cls: 1.9903, loss: 1.9903, grad_norm: 5.6825 2020-07-28 05:27:55,617 - mmaction - INFO - Epoch [37][420/3757] lr: 1.000e-02, eta: 5 days, 10:46:44, time: 1.936, data_time: 0.009, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7820, loss_cls: 1.9160, loss: 1.9160, grad_norm: 5.5494 2020-07-28 05:28:37,393 - mmaction - INFO - Epoch [37][440/3757] lr: 1.000e-02, eta: 5 days, 10:46:10, time: 2.091, data_time: 0.007, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7609, loss_cls: 2.0249, loss: 2.0249, grad_norm: 5.6836 2020-07-28 05:29:12,503 - mmaction - INFO - Epoch [37][460/3757] lr: 1.000e-02, eta: 5 days, 10:45:23, time: 1.748, data_time: 0.009, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7680, loss_cls: 1.9797, loss: 1.9797, grad_norm: 5.6321 2020-07-28 05:29:53,976 - mmaction - INFO - Epoch [37][480/3757] lr: 1.000e-02, eta: 5 days, 10:44:48, time: 2.081, data_time: 0.012, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7656, loss_cls: 2.0244, loss: 2.0244, grad_norm: 5.7016 2020-07-28 05:30:35,023 - mmaction - INFO - Epoch [37][500/3757] lr: 1.000e-02, eta: 5 days, 10:44:12, time: 2.050, data_time: 0.009, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7500, loss_cls: 2.0393, loss: 2.0393, grad_norm: 5.6690 2020-07-28 05:31:11,370 - mmaction - INFO - Epoch [37][520/3757] lr: 1.000e-02, eta: 5 days, 10:43:27, time: 1.813, data_time: 0.162, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7648, loss_cls: 1.9620, loss: 1.9620, grad_norm: 5.4813 2020-07-28 05:31:50,467 - mmaction - INFO - Epoch [37][540/3757] lr: 1.000e-02, eta: 5 days, 10:42:48, time: 1.961, data_time: 0.779, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7445, loss_cls: 2.1329, loss: 2.1329, grad_norm: 5.6835 2020-07-28 05:32:28,043 - mmaction - INFO - Epoch [37][560/3757] lr: 1.000e-02, eta: 5 days, 10:42:06, time: 1.881, data_time: 0.817, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7562, loss_cls: 1.9828, loss: 1.9828, grad_norm: 5.5264 2020-07-28 05:33:05,031 - mmaction - INFO - Epoch [37][580/3757] lr: 1.000e-02, eta: 5 days, 10:41:23, time: 1.850, data_time: 0.993, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7664, loss_cls: 1.9925, loss: 1.9925, grad_norm: 5.4687 2020-07-28 05:33:49,481 - mmaction - INFO - Epoch [37][600/3757] lr: 1.000e-02, eta: 5 days, 10:40:53, time: 2.221, data_time: 0.279, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7742, loss_cls: 1.9836, loss: 1.9836, grad_norm: 5.6636 2020-07-28 05:34:26,281 - mmaction - INFO - Epoch [37][620/3757] lr: 1.000e-02, eta: 5 days, 10:40:09, time: 1.834, data_time: 0.008, memory: 5170, top1_acc: 0.5516, top5_acc: 0.7648, loss_cls: 2.0151, loss: 2.0151, grad_norm: 5.6170 2020-07-28 05:35:08,896 - mmaction - INFO - Epoch [37][640/3757] lr: 1.000e-02, eta: 5 days, 10:39:36, time: 2.136, data_time: 0.009, memory: 5170, top1_acc: 0.5516, top5_acc: 0.7570, loss_cls: 1.9618, loss: 1.9618, grad_norm: 5.5311 2020-07-28 05:35:48,413 - mmaction - INFO - Epoch [37][660/3757] lr: 1.000e-02, eta: 5 days, 10:38:57, time: 1.975, data_time: 0.004, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7719, loss_cls: 2.0180, loss: 2.0180, grad_norm: 5.8544 2020-07-28 05:36:24,482 - mmaction - INFO - Epoch [37][680/3757] lr: 1.000e-02, eta: 5 days, 10:38:12, time: 1.805, data_time: 0.010, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7719, loss_cls: 1.9637, loss: 1.9637, grad_norm: 5.7511 2020-07-28 05:37:06,034 - mmaction - INFO - Epoch [37][700/3757] lr: 1.000e-02, eta: 5 days, 10:37:37, time: 2.071, data_time: 0.017, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7500, loss_cls: 2.0957, loss: 2.0957, grad_norm: 5.8240 2020-07-28 05:37:47,111 - mmaction - INFO - Epoch [37][720/3757] lr: 1.000e-02, eta: 5 days, 10:37:01, time: 2.059, data_time: 0.011, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7570, loss_cls: 2.0600, loss: 2.0600, grad_norm: 5.7079 2020-07-28 05:38:23,424 - mmaction - INFO - Epoch [37][740/3757] lr: 1.000e-02, eta: 5 days, 10:36:17, time: 1.810, data_time: 0.035, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7766, loss_cls: 1.9665, loss: 1.9665, grad_norm: 5.5886 2020-07-28 05:39:02,894 - mmaction - INFO - Epoch [37][760/3757] lr: 1.000e-02, eta: 5 days, 10:35:38, time: 1.983, data_time: 0.012, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.9603, loss: 1.9603, grad_norm: 5.4985 2020-07-28 05:39:43,434 - mmaction - INFO - Epoch [37][780/3757] lr: 1.000e-02, eta: 5 days, 10:35:01, time: 2.023, data_time: 0.008, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7648, loss_cls: 2.0509, loss: 2.0509, grad_norm: 5.6605 2020-07-28 05:40:22,211 - mmaction - INFO - Epoch [37][800/3757] lr: 1.000e-02, eta: 5 days, 10:34:21, time: 1.937, data_time: 0.015, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7633, loss_cls: 2.1043, loss: 2.1043, grad_norm: 5.8144 2020-07-28 05:41:00,366 - mmaction - INFO - Epoch [37][820/3757] lr: 1.000e-02, eta: 5 days, 10:33:40, time: 1.914, data_time: 0.013, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7484, loss_cls: 2.0667, loss: 2.0667, grad_norm: 5.6639 2020-07-28 05:41:41,747 - mmaction - INFO - Epoch [37][840/3757] lr: 1.000e-02, eta: 5 days, 10:33:05, time: 2.064, data_time: 0.012, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7680, loss_cls: 2.0038, loss: 2.0038, grad_norm: 5.6298 2020-07-28 05:42:19,289 - mmaction - INFO - Epoch [37][860/3757] lr: 1.000e-02, eta: 5 days, 10:32:23, time: 1.882, data_time: 0.007, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7680, loss_cls: 2.0024, loss: 2.0024, grad_norm: 5.5805 2020-07-28 05:42:56,962 - mmaction - INFO - Epoch [37][880/3757] lr: 1.000e-02, eta: 5 days, 10:31:41, time: 1.883, data_time: 0.723, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.9329, loss: 1.9329, grad_norm: 5.6109 2020-07-28 05:43:37,787 - mmaction - INFO - Epoch [37][900/3757] lr: 1.000e-02, eta: 5 days, 10:31:04, time: 2.036, data_time: 0.182, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7680, loss_cls: 2.0030, loss: 2.0030, grad_norm: 5.7085 2020-07-28 05:44:18,634 - mmaction - INFO - Epoch [37][920/3757] lr: 1.000e-02, eta: 5 days, 10:30:28, time: 2.040, data_time: 0.028, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7523, loss_cls: 2.0417, loss: 2.0417, grad_norm: 5.6039 2020-07-28 05:44:56,693 - mmaction - INFO - Epoch [37][940/3757] lr: 1.000e-02, eta: 5 days, 10:29:46, time: 1.908, data_time: 0.014, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7547, loss_cls: 2.0522, loss: 2.0522, grad_norm: 5.8912 2020-07-28 05:45:35,537 - mmaction - INFO - Epoch [37][960/3757] lr: 1.000e-02, eta: 5 days, 10:29:06, time: 1.939, data_time: 0.025, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7586, loss_cls: 2.0450, loss: 2.0450, grad_norm: 5.8428 2020-07-28 05:46:14,737 - mmaction - INFO - Epoch [37][980/3757] lr: 1.000e-02, eta: 5 days, 10:28:27, time: 1.963, data_time: 0.146, memory: 5170, top1_acc: 0.5516, top5_acc: 0.7633, loss_cls: 2.0039, loss: 2.0039, grad_norm: 5.6009 2020-07-28 05:46:53,635 - mmaction - INFO - Epoch [37][1000/3757] lr: 1.000e-02, eta: 5 days, 10:27:47, time: 1.943, data_time: 0.011, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7633, loss_cls: 1.9994, loss: 1.9994, grad_norm: 5.5769 2020-07-28 05:47:34,539 - mmaction - INFO - Epoch [37][1020/3757] lr: 1.000e-02, eta: 5 days, 10:27:11, time: 2.044, data_time: 0.018, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7594, loss_cls: 2.1098, loss: 2.1098, grad_norm: 5.9034 2020-07-28 05:48:12,093 - mmaction - INFO - Epoch [37][1040/3757] lr: 1.000e-02, eta: 5 days, 10:26:29, time: 1.872, data_time: 0.016, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7578, loss_cls: 2.0744, loss: 2.0744, grad_norm: 5.5543 2020-07-28 05:48:51,849 - mmaction - INFO - Epoch [37][1060/3757] lr: 1.000e-02, eta: 5 days, 10:25:51, time: 1.994, data_time: 0.104, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7609, loss_cls: 2.0176, loss: 2.0176, grad_norm: 5.5456 2020-07-28 05:49:30,246 - mmaction - INFO - Epoch [37][1080/3757] lr: 1.000e-02, eta: 5 days, 10:25:10, time: 1.918, data_time: 0.221, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7617, loss_cls: 2.0274, loss: 2.0274, grad_norm: 5.7523 2020-07-28 05:50:09,050 - mmaction - INFO - Epoch [37][1100/3757] lr: 1.000e-02, eta: 5 days, 10:24:30, time: 1.939, data_time: 0.297, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7672, loss_cls: 2.0218, loss: 2.0218, grad_norm: 5.7188 2020-07-28 05:50:46,389 - mmaction - INFO - Epoch [37][1120/3757] lr: 1.000e-02, eta: 5 days, 10:23:47, time: 1.873, data_time: 0.597, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7820, loss_cls: 1.9307, loss: 1.9307, grad_norm: 5.6251 2020-07-28 05:51:28,125 - mmaction - INFO - Epoch [37][1140/3757] lr: 1.000e-02, eta: 5 days, 10:23:13, time: 2.087, data_time: 1.153, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7578, loss_cls: 2.0234, loss: 2.0234, grad_norm: 5.7647 2020-07-28 05:52:06,936 - mmaction - INFO - Epoch [37][1160/3757] lr: 1.000e-02, eta: 5 days, 10:22:32, time: 1.934, data_time: 1.348, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7695, loss_cls: 2.0007, loss: 2.0007, grad_norm: 5.6742 2020-07-28 05:52:43,505 - mmaction - INFO - Epoch [37][1180/3757] lr: 1.000e-02, eta: 5 days, 10:21:49, time: 1.835, data_time: 1.188, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7570, loss_cls: 2.0546, loss: 2.0546, grad_norm: 5.6683 2020-07-28 05:53:22,050 - mmaction - INFO - Epoch [37][1200/3757] lr: 1.000e-02, eta: 5 days, 10:21:08, time: 1.919, data_time: 1.284, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7695, loss_cls: 1.9996, loss: 1.9996, grad_norm: 5.5452 2020-07-28 05:54:00,849 - mmaction - INFO - Epoch [37][1220/3757] lr: 1.000e-02, eta: 5 days, 10:20:28, time: 1.948, data_time: 0.969, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7609, loss_cls: 2.0470, loss: 2.0470, grad_norm: 5.5808 2020-07-28 05:54:40,863 - mmaction - INFO - Epoch [37][1240/3757] lr: 1.000e-02, eta: 5 days, 10:19:50, time: 1.996, data_time: 1.100, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7586, loss_cls: 2.0360, loss: 2.0360, grad_norm: 5.8187 2020-07-28 05:55:18,307 - mmaction - INFO - Epoch [37][1260/3757] lr: 1.000e-02, eta: 5 days, 10:19:08, time: 1.871, data_time: 0.093, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7578, loss_cls: 2.0515, loss: 2.0515, grad_norm: 5.5864 2020-07-28 05:55:59,318 - mmaction - INFO - Epoch [37][1280/3757] lr: 1.000e-02, eta: 5 days, 10:18:32, time: 2.056, data_time: 0.496, memory: 5170, top1_acc: 0.5648, top5_acc: 0.7703, loss_cls: 1.9456, loss: 1.9456, grad_norm: 5.5188 2020-07-28 05:56:39,335 - mmaction - INFO - Epoch [37][1300/3757] lr: 1.000e-02, eta: 5 days, 10:17:54, time: 1.994, data_time: 0.011, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7648, loss_cls: 2.0323, loss: 2.0323, grad_norm: 5.5229 2020-07-28 05:57:21,175 - mmaction - INFO - Epoch [37][1320/3757] lr: 1.000e-02, eta: 5 days, 10:17:20, time: 2.099, data_time: 0.011, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7453, loss_cls: 2.0435, loss: 2.0435, grad_norm: 5.5554 2020-07-28 05:58:00,310 - mmaction - INFO - Epoch [37][1340/3757] lr: 1.000e-02, eta: 5 days, 10:16:40, time: 1.951, data_time: 0.010, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7672, loss_cls: 1.9783, loss: 1.9783, grad_norm: 5.6758 2020-07-28 05:58:37,428 - mmaction - INFO - Epoch [37][1360/3757] lr: 1.000e-02, eta: 5 days, 10:15:57, time: 1.863, data_time: 0.010, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7398, loss_cls: 2.1570, loss: 2.1570, grad_norm: 5.9686 2020-07-28 05:59:16,508 - mmaction - INFO - Epoch [37][1380/3757] lr: 1.000e-02, eta: 5 days, 10:15:18, time: 1.953, data_time: 0.007, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7703, loss_cls: 1.9952, loss: 1.9952, grad_norm: 5.7480 2020-07-28 05:59:57,692 - mmaction - INFO - Epoch [37][1400/3757] lr: 1.000e-02, eta: 5 days, 10:14:42, time: 2.059, data_time: 0.007, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7398, loss_cls: 2.1148, loss: 2.1148, grad_norm: 5.7395 2020-07-28 06:00:35,003 - mmaction - INFO - Epoch [37][1420/3757] lr: 1.000e-02, eta: 5 days, 10:13:59, time: 1.849, data_time: 0.008, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7633, loss_cls: 2.0196, loss: 2.0196, grad_norm: 5.6878 2020-07-28 06:01:17,818 - mmaction - INFO - Epoch [37][1440/3757] lr: 1.000e-02, eta: 5 days, 10:13:26, time: 2.157, data_time: 0.030, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7594, loss_cls: 2.0711, loss: 2.0711, grad_norm: 5.5716 2020-07-28 06:01:54,416 - mmaction - INFO - Epoch [37][1460/3757] lr: 1.000e-02, eta: 5 days, 10:12:42, time: 1.824, data_time: 0.446, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7812, loss_cls: 2.0073, loss: 2.0073, grad_norm: 5.8258 2020-07-28 06:02:29,824 - mmaction - INFO - Epoch [37][1480/3757] lr: 1.000e-02, eta: 5 days, 10:11:57, time: 1.777, data_time: 0.223, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7414, loss_cls: 2.0755, loss: 2.0755, grad_norm: 5.6909 2020-07-28 06:03:10,743 - mmaction - INFO - Epoch [37][1500/3757] lr: 1.000e-02, eta: 5 days, 10:11:20, time: 2.045, data_time: 0.002, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7594, loss_cls: 2.0795, loss: 2.0795, grad_norm: 5.7481 2020-07-28 06:03:51,192 - mmaction - INFO - Epoch [37][1520/3757] lr: 1.000e-02, eta: 5 days, 10:10:43, time: 2.023, data_time: 0.202, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7633, loss_cls: 2.0229, loss: 2.0229, grad_norm: 5.6657 2020-07-28 06:04:28,636 - mmaction - INFO - Epoch [37][1540/3757] lr: 1.000e-02, eta: 5 days, 10:10:01, time: 1.869, data_time: 0.010, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7594, loss_cls: 2.0141, loss: 2.0141, grad_norm: 5.6379 2020-07-28 06:05:08,176 - mmaction - INFO - Epoch [37][1560/3757] lr: 1.000e-02, eta: 5 days, 10:09:22, time: 1.980, data_time: 0.008, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7555, loss_cls: 2.0361, loss: 2.0361, grad_norm: 5.6783 2020-07-28 06:05:47,340 - mmaction - INFO - Epoch [37][1580/3757] lr: 1.000e-02, eta: 5 days, 10:08:43, time: 1.956, data_time: 0.002, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7438, loss_cls: 2.1158, loss: 2.1158, grad_norm: 5.6096 2020-07-28 06:06:24,147 - mmaction - INFO - Epoch [37][1600/3757] lr: 1.000e-02, eta: 5 days, 10:07:59, time: 1.840, data_time: 0.011, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7727, loss_cls: 1.9796, loss: 1.9796, grad_norm: 5.5298 2020-07-28 06:07:05,035 - mmaction - INFO - Epoch [37][1620/3757] lr: 1.000e-02, eta: 5 days, 10:07:23, time: 2.045, data_time: 0.008, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7828, loss_cls: 1.8894, loss: 1.8894, grad_norm: 5.5141 2020-07-28 06:07:45,647 - mmaction - INFO - Epoch [37][1640/3757] lr: 1.000e-02, eta: 5 days, 10:06:46, time: 2.024, data_time: 0.009, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7555, loss_cls: 2.0139, loss: 2.0139, grad_norm: 5.6072 2020-07-28 06:08:27,743 - mmaction - INFO - Epoch [37][1660/3757] lr: 1.000e-02, eta: 5 days, 10:06:12, time: 2.111, data_time: 0.011, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7828, loss_cls: 1.9636, loss: 1.9636, grad_norm: 5.6099 2020-07-28 06:09:06,368 - mmaction - INFO - Epoch [37][1680/3757] lr: 1.000e-02, eta: 5 days, 10:05:32, time: 1.933, data_time: 0.008, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7484, loss_cls: 2.0472, loss: 2.0472, grad_norm: 5.6299 2020-07-28 06:09:41,051 - mmaction - INFO - Epoch [37][1700/3757] lr: 1.000e-02, eta: 5 days, 10:04:45, time: 1.734, data_time: 0.009, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7445, loss_cls: 2.0960, loss: 2.0960, grad_norm: 5.7432 2020-07-28 06:10:19,398 - mmaction - INFO - Epoch [37][1720/3757] lr: 1.000e-02, eta: 5 days, 10:04:04, time: 1.911, data_time: 0.322, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7766, loss_cls: 1.9579, loss: 1.9579, grad_norm: 5.4746 2020-07-28 06:10:57,069 - mmaction - INFO - Epoch [37][1740/3757] lr: 1.000e-02, eta: 5 days, 10:03:22, time: 1.890, data_time: 0.068, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7477, loss_cls: 2.0351, loss: 2.0351, grad_norm: 5.7041 2020-07-28 06:11:36,378 - mmaction - INFO - Epoch [37][1760/3757] lr: 1.000e-02, eta: 5 days, 10:02:43, time: 1.959, data_time: 0.059, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7719, loss_cls: 2.0063, loss: 2.0063, grad_norm: 5.6296 2020-07-28 06:12:14,474 - mmaction - INFO - Epoch [37][1780/3757] lr: 1.000e-02, eta: 5 days, 10:02:01, time: 1.904, data_time: 0.519, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7758, loss_cls: 1.9753, loss: 1.9753, grad_norm: 5.5396 2020-07-28 06:12:53,261 - mmaction - INFO - Epoch [37][1800/3757] lr: 1.000e-02, eta: 5 days, 10:01:22, time: 1.946, data_time: 0.014, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7469, loss_cls: 2.0692, loss: 2.0692, grad_norm: 5.6702 2020-07-28 06:13:31,003 - mmaction - INFO - Epoch [37][1820/3757] lr: 1.000e-02, eta: 5 days, 10:00:40, time: 1.887, data_time: 0.003, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7617, loss_cls: 2.0198, loss: 2.0198, grad_norm: 5.6850 2020-07-28 06:14:07,316 - mmaction - INFO - Epoch [37][1840/3757] lr: 1.000e-02, eta: 5 days, 9:59:56, time: 1.815, data_time: 0.007, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7711, loss_cls: 2.0071, loss: 2.0071, grad_norm: 5.6266 2020-07-28 06:14:50,430 - mmaction - INFO - Epoch [37][1860/3757] lr: 1.000e-02, eta: 5 days, 9:59:23, time: 2.156, data_time: 0.038, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7727, loss_cls: 2.0121, loss: 2.0121, grad_norm: 5.7226 2020-07-28 06:15:29,499 - mmaction - INFO - Epoch [37][1880/3757] lr: 1.000e-02, eta: 5 days, 9:58:43, time: 1.949, data_time: 0.011, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7812, loss_cls: 1.9578, loss: 1.9578, grad_norm: 5.6363 2020-07-28 06:16:07,391 - mmaction - INFO - Epoch [37][1900/3757] lr: 1.000e-02, eta: 5 days, 9:58:02, time: 1.899, data_time: 0.013, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7594, loss_cls: 2.0231, loss: 2.0231, grad_norm: 5.5839 2020-07-28 06:16:47,843 - mmaction - INFO - Epoch [37][1920/3757] lr: 1.000e-02, eta: 5 days, 9:57:25, time: 2.018, data_time: 0.008, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7531, loss_cls: 2.0320, loss: 2.0320, grad_norm: 5.5373 2020-07-28 06:17:24,973 - mmaction - INFO - Epoch [37][1940/3757] lr: 1.000e-02, eta: 5 days, 9:56:42, time: 1.859, data_time: 0.013, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7555, loss_cls: 2.1485, loss: 2.1485, grad_norm: 5.8773 2020-07-28 06:18:04,199 - mmaction - INFO - Epoch [37][1960/3757] lr: 1.000e-02, eta: 5 days, 9:56:03, time: 1.964, data_time: 0.010, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7664, loss_cls: 2.0372, loss: 2.0372, grad_norm: 5.6297 2020-07-28 06:18:43,865 - mmaction - INFO - Epoch [37][1980/3757] lr: 1.000e-02, eta: 5 days, 9:55:24, time: 1.978, data_time: 0.007, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7664, loss_cls: 2.0737, loss: 2.0737, grad_norm: 5.7082 2020-07-28 06:19:21,483 - mmaction - INFO - Epoch [37][2000/3757] lr: 1.000e-02, eta: 5 days, 9:54:42, time: 1.886, data_time: 0.009, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7602, loss_cls: 2.0454, loss: 2.0454, grad_norm: 5.5237 2020-07-28 06:20:00,818 - mmaction - INFO - Epoch [37][2020/3757] lr: 1.000e-02, eta: 5 days, 9:54:03, time: 1.964, data_time: 0.038, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7445, loss_cls: 2.1283, loss: 2.1283, grad_norm: 5.7433 2020-07-28 06:20:38,840 - mmaction - INFO - Epoch [37][2040/3757] lr: 1.000e-02, eta: 5 days, 9:53:22, time: 1.904, data_time: 0.007, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7664, loss_cls: 2.0119, loss: 2.0119, grad_norm: 5.7844 2020-07-28 06:21:18,480 - mmaction - INFO - Epoch [37][2060/3757] lr: 1.000e-02, eta: 5 days, 9:52:43, time: 1.981, data_time: 0.012, memory: 5170, top1_acc: 0.4844, top5_acc: 0.7328, loss_cls: 2.1653, loss: 2.1653, grad_norm: 5.9789 2020-07-28 06:21:51,478 - mmaction - INFO - Epoch [37][2080/3757] lr: 1.000e-02, eta: 5 days, 9:51:53, time: 1.647, data_time: 0.043, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7703, loss_cls: 2.0366, loss: 2.0366, grad_norm: 5.6673 2020-07-28 06:22:31,817 - mmaction - INFO - Epoch [37][2100/3757] lr: 1.000e-02, eta: 5 days, 9:51:16, time: 2.021, data_time: 0.666, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7641, loss_cls: 2.0698, loss: 2.0698, grad_norm: 5.8670 2020-07-28 06:23:11,102 - mmaction - INFO - Epoch [37][2120/3757] lr: 1.000e-02, eta: 5 days, 9:50:37, time: 1.963, data_time: 0.049, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7477, loss_cls: 2.1120, loss: 2.1120, grad_norm: 5.7145 2020-07-28 06:23:53,812 - mmaction - INFO - Epoch [37][2140/3757] lr: 1.000e-02, eta: 5 days, 9:50:04, time: 2.135, data_time: 0.499, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7594, loss_cls: 2.0958, loss: 2.0958, grad_norm: 5.7565 2020-07-28 06:24:33,050 - mmaction - INFO - Epoch [37][2160/3757] lr: 1.000e-02, eta: 5 days, 9:49:25, time: 1.964, data_time: 0.397, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7602, loss_cls: 2.0609, loss: 2.0609, grad_norm: 5.7172 2020-07-28 06:25:08,958 - mmaction - INFO - Epoch [37][2180/3757] lr: 1.000e-02, eta: 5 days, 9:48:40, time: 1.794, data_time: 0.042, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7711, loss_cls: 2.0249, loss: 2.0249, grad_norm: 5.4565 2020-07-28 06:25:49,626 - mmaction - INFO - Epoch [37][2200/3757] lr: 1.000e-02, eta: 5 days, 9:48:03, time: 2.034, data_time: 0.007, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7805, loss_cls: 1.9746, loss: 1.9746, grad_norm: 5.6348 2020-07-28 06:26:29,735 - mmaction - INFO - Epoch [37][2220/3757] lr: 1.000e-02, eta: 5 days, 9:47:25, time: 1.999, data_time: 0.008, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7508, loss_cls: 2.0872, loss: 2.0872, grad_norm: 5.7275 2020-07-28 06:27:13,306 - mmaction - INFO - Epoch [37][2240/3757] lr: 1.000e-02, eta: 5 days, 9:46:53, time: 2.183, data_time: 0.009, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7641, loss_cls: 1.9587, loss: 1.9587, grad_norm: 5.6551 2020-07-28 06:27:52,208 - mmaction - INFO - Epoch [37][2260/3757] lr: 1.000e-02, eta: 5 days, 9:46:13, time: 1.941, data_time: 0.009, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7664, loss_cls: 1.9532, loss: 1.9532, grad_norm: 5.5099 2020-07-28 06:28:31,935 - mmaction - INFO - Epoch [37][2280/3757] lr: 1.000e-02, eta: 5 days, 9:45:35, time: 1.992, data_time: 0.010, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7773, loss_cls: 1.9803, loss: 1.9803, grad_norm: 5.7026 2020-07-28 06:29:09,479 - mmaction - INFO - Epoch [37][2300/3757] lr: 1.000e-02, eta: 5 days, 9:44:53, time: 1.875, data_time: 0.008, memory: 5170, top1_acc: 0.5547, top5_acc: 0.7844, loss_cls: 1.8908, loss: 1.8908, grad_norm: 5.5012 2020-07-28 06:29:48,738 - mmaction - INFO - Epoch [37][2320/3757] lr: 1.000e-02, eta: 5 days, 9:44:14, time: 1.966, data_time: 0.006, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7461, loss_cls: 2.0708, loss: 2.0708, grad_norm: 5.7404 2020-07-28 06:30:25,860 - mmaction - INFO - Epoch [37][2340/3757] lr: 1.000e-02, eta: 5 days, 9:43:31, time: 1.852, data_time: 0.007, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7430, loss_cls: 2.0758, loss: 2.0758, grad_norm: 5.8451 2020-07-28 06:31:07,402 - mmaction - INFO - Epoch [37][2360/3757] lr: 1.000e-02, eta: 5 days, 9:42:56, time: 2.078, data_time: 0.010, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7453, loss_cls: 2.1376, loss: 2.1376, grad_norm: 5.7712 2020-07-28 06:31:43,051 - mmaction - INFO - Epoch [37][2380/3757] lr: 1.000e-02, eta: 5 days, 9:42:11, time: 1.785, data_time: 0.026, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7547, loss_cls: 2.0798, loss: 2.0798, grad_norm: 5.6327 2020-07-28 06:32:22,680 - mmaction - INFO - Epoch [37][2400/3757] lr: 1.000e-02, eta: 5 days, 9:41:32, time: 1.981, data_time: 0.008, memory: 5170, top1_acc: 0.5570, top5_acc: 0.7727, loss_cls: 1.9396, loss: 1.9396, grad_norm: 5.6530 2020-07-28 06:33:00,806 - mmaction - INFO - Epoch [37][2420/3757] lr: 1.000e-02, eta: 5 days, 9:40:51, time: 1.904, data_time: 0.004, memory: 5170, top1_acc: 0.5578, top5_acc: 0.7648, loss_cls: 2.0084, loss: 2.0084, grad_norm: 5.6871 2020-07-28 06:33:39,687 - mmaction - INFO - Epoch [37][2440/3757] lr: 1.000e-02, eta: 5 days, 9:40:11, time: 1.943, data_time: 0.011, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7859, loss_cls: 1.9501, loss: 1.9501, grad_norm: 5.6602 2020-07-28 06:34:16,885 - mmaction - INFO - Epoch [37][2460/3757] lr: 1.000e-02, eta: 5 days, 9:39:28, time: 1.859, data_time: 0.009, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7664, loss_cls: 2.0224, loss: 2.0224, grad_norm: 5.6595 2020-07-28 06:34:58,306 - mmaction - INFO - Epoch [37][2480/3757] lr: 1.000e-02, eta: 5 days, 9:38:53, time: 2.068, data_time: 0.013, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7500, loss_cls: 2.0646, loss: 2.0646, grad_norm: 5.7055 2020-07-28 06:35:35,339 - mmaction - INFO - Epoch [37][2500/3757] lr: 1.000e-02, eta: 5 days, 9:38:10, time: 1.854, data_time: 0.014, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7477, loss_cls: 2.0339, loss: 2.0339, grad_norm: 5.6316 2020-07-28 06:36:15,686 - mmaction - INFO - Epoch [37][2520/3757] lr: 1.000e-02, eta: 5 days, 9:37:33, time: 2.022, data_time: 0.010, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7562, loss_cls: 2.1171, loss: 2.1171, grad_norm: 5.6875 2020-07-28 06:36:55,671 - mmaction - INFO - Epoch [37][2540/3757] lr: 1.000e-02, eta: 5 days, 9:36:54, time: 1.994, data_time: 0.009, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7594, loss_cls: 2.0318, loss: 2.0318, grad_norm: 5.6817 2020-07-28 06:37:34,296 - mmaction - INFO - Epoch [37][2560/3757] lr: 1.000e-02, eta: 5 days, 9:36:14, time: 1.937, data_time: 0.090, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7484, loss_cls: 2.1780, loss: 2.1780, grad_norm: 5.8475 2020-07-28 06:38:14,982 - mmaction - INFO - Epoch [37][2580/3757] lr: 1.000e-02, eta: 5 days, 9:35:37, time: 2.028, data_time: 0.022, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7641, loss_cls: 2.0346, loss: 2.0346, grad_norm: 5.6774 2020-07-28 06:38:53,004 - mmaction - INFO - Epoch [37][2600/3757] lr: 1.000e-02, eta: 5 days, 9:34:56, time: 1.906, data_time: 0.008, memory: 5170, top1_acc: 0.5102, top5_acc: 0.7617, loss_cls: 2.1206, loss: 2.1206, grad_norm: 5.9466 2020-07-28 06:39:30,149 - mmaction - INFO - Epoch [37][2620/3757] lr: 1.000e-02, eta: 5 days, 9:34:13, time: 1.854, data_time: 0.009, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7539, loss_cls: 2.0668, loss: 2.0668, grad_norm: 5.6991 2020-07-28 06:40:08,147 - mmaction - INFO - Epoch [37][2640/3757] lr: 1.000e-02, eta: 5 days, 9:33:32, time: 1.902, data_time: 0.015, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7492, loss_cls: 2.0351, loss: 2.0351, grad_norm: 5.7749 2020-07-28 06:40:49,078 - mmaction - INFO - Epoch [37][2660/3757] lr: 1.000e-02, eta: 5 days, 9:32:56, time: 2.048, data_time: 0.341, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7523, loss_cls: 2.0956, loss: 2.0956, grad_norm: 5.6429 2020-07-28 06:41:31,912 - mmaction - INFO - Epoch [37][2680/3757] lr: 1.000e-02, eta: 5 days, 9:32:23, time: 2.141, data_time: 0.558, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7695, loss_cls: 1.9666, loss: 1.9666, grad_norm: 5.6456 2020-07-28 06:42:06,904 - mmaction - INFO - Epoch [37][2700/3757] lr: 1.000e-02, eta: 5 days, 9:31:36, time: 1.752, data_time: 0.277, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7719, loss_cls: 2.0238, loss: 2.0238, grad_norm: 5.6608 2020-07-28 06:42:45,128 - mmaction - INFO - Epoch [37][2720/3757] lr: 1.000e-02, eta: 5 days, 9:30:55, time: 1.910, data_time: 0.002, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7570, loss_cls: 2.0604, loss: 2.0604, grad_norm: 5.6535 2020-07-28 06:43:24,999 - mmaction - INFO - Epoch [37][2740/3757] lr: 1.000e-02, eta: 5 days, 9:30:17, time: 1.995, data_time: 0.010, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7789, loss_cls: 2.0059, loss: 2.0059, grad_norm: 5.5638 2020-07-28 06:44:06,270 - mmaction - INFO - Epoch [37][2760/3757] lr: 1.000e-02, eta: 5 days, 9:29:42, time: 2.063, data_time: 0.008, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7672, loss_cls: 1.9681, loss: 1.9681, grad_norm: 5.7185 2020-07-28 06:44:43,631 - mmaction - INFO - Epoch [37][2780/3757] lr: 1.000e-02, eta: 5 days, 9:28:59, time: 1.862, data_time: 0.002, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7562, loss_cls: 2.0947, loss: 2.0947, grad_norm: 5.8045 2020-07-28 06:45:22,971 - mmaction - INFO - Epoch [37][2800/3757] lr: 1.000e-02, eta: 5 days, 9:28:20, time: 1.969, data_time: 0.008, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7656, loss_cls: 1.9475, loss: 1.9475, grad_norm: 5.5454 2020-07-28 06:46:05,255 - mmaction - INFO - Epoch [37][2820/3757] lr: 1.000e-02, eta: 5 days, 9:27:46, time: 2.117, data_time: 0.009, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7695, loss_cls: 1.9636, loss: 1.9636, grad_norm: 5.5683 2020-07-28 06:46:39,990 - mmaction - INFO - Epoch [37][2840/3757] lr: 1.000e-02, eta: 5 days, 9:26:59, time: 1.730, data_time: 0.009, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7727, loss_cls: 2.0334, loss: 2.0334, grad_norm: 5.7084 2020-07-28 06:47:17,557 - mmaction - INFO - Epoch [37][2860/3757] lr: 1.000e-02, eta: 5 days, 9:26:17, time: 1.881, data_time: 0.010, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7750, loss_cls: 1.9702, loss: 1.9702, grad_norm: 5.7867 2020-07-28 06:47:58,705 - mmaction - INFO - Epoch [37][2880/3757] lr: 1.000e-02, eta: 5 days, 9:25:41, time: 2.062, data_time: 0.012, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7633, loss_cls: 2.0524, loss: 2.0524, grad_norm: 5.9006 2020-07-28 06:48:36,097 - mmaction - INFO - Epoch [37][2900/3757] lr: 1.000e-02, eta: 5 days, 9:24:58, time: 1.859, data_time: 0.013, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7609, loss_cls: 2.0576, loss: 2.0576, grad_norm: 5.7294 2020-07-28 06:49:16,147 - mmaction - INFO - Epoch [37][2920/3757] lr: 1.000e-02, eta: 5 days, 9:24:21, time: 2.008, data_time: 0.368, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7617, loss_cls: 2.0225, loss: 2.0225, grad_norm: 5.6627 2020-07-28 06:49:55,579 - mmaction - INFO - Epoch [37][2940/3757] lr: 1.000e-02, eta: 5 days, 9:23:42, time: 1.976, data_time: 0.547, memory: 5170, top1_acc: 0.5500, top5_acc: 0.7773, loss_cls: 1.9251, loss: 1.9251, grad_norm: 5.4836 2020-07-28 06:50:34,247 - mmaction - INFO - Epoch [37][2960/3757] lr: 1.000e-02, eta: 5 days, 9:23:02, time: 1.928, data_time: 0.009, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7781, loss_cls: 2.0008, loss: 2.0008, grad_norm: 5.6903 2020-07-28 06:51:11,750 - mmaction - INFO - Epoch [37][2980/3757] lr: 1.000e-02, eta: 5 days, 9:22:20, time: 1.875, data_time: 0.009, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7594, loss_cls: 2.0290, loss: 2.0290, grad_norm: 5.7536 2020-07-28 06:51:47,941 - mmaction - INFO - Epoch [37][3000/3757] lr: 1.000e-02, eta: 5 days, 9:21:35, time: 1.815, data_time: 0.010, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7594, loss_cls: 2.0507, loss: 2.0507, grad_norm: 5.6174 2020-07-28 06:52:30,417 - mmaction - INFO - Epoch [37][3020/3757] lr: 1.000e-02, eta: 5 days, 9:21:02, time: 2.120, data_time: 0.007, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7648, loss_cls: 1.9655, loss: 1.9655, grad_norm: 5.5457 2020-07-28 06:53:08,471 - mmaction - INFO - Epoch [37][3040/3757] lr: 1.000e-02, eta: 5 days, 9:20:20, time: 1.908, data_time: 0.010, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7531, loss_cls: 2.0731, loss: 2.0731, grad_norm: 5.8243 2020-07-28 06:53:46,910 - mmaction - INFO - Epoch [37][3060/3757] lr: 1.000e-02, eta: 5 days, 9:19:40, time: 1.921, data_time: 0.011, memory: 5170, top1_acc: 0.5539, top5_acc: 0.7797, loss_cls: 1.9529, loss: 1.9529, grad_norm: 5.4874 2020-07-28 06:54:24,328 - mmaction - INFO - Epoch [37][3080/3757] lr: 1.000e-02, eta: 5 days, 9:18:57, time: 1.867, data_time: 0.008, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7508, loss_cls: 2.0788, loss: 2.0788, grad_norm: 5.6423 2020-07-28 06:55:06,800 - mmaction - INFO - Epoch [37][3100/3757] lr: 1.000e-02, eta: 5 days, 9:18:24, time: 2.120, data_time: 0.009, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7695, loss_cls: 1.9601, loss: 1.9601, grad_norm: 5.7218 2020-07-28 06:55:44,210 - mmaction - INFO - Epoch [37][3120/3757] lr: 1.000e-02, eta: 5 days, 9:17:42, time: 1.878, data_time: 0.009, memory: 5170, top1_acc: 0.5578, top5_acc: 0.7656, loss_cls: 1.9621, loss: 1.9621, grad_norm: 5.7140 2020-07-28 06:56:23,770 - mmaction - INFO - Epoch [37][3140/3757] lr: 1.000e-02, eta: 5 days, 9:17:03, time: 1.972, data_time: 0.203, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7648, loss_cls: 2.0374, loss: 2.0374, grad_norm: 5.8207 2020-07-28 06:57:03,843 - mmaction - INFO - Epoch [37][3160/3757] lr: 1.000e-02, eta: 5 days, 9:16:25, time: 2.008, data_time: 0.008, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7555, loss_cls: 2.0325, loss: 2.0325, grad_norm: 5.5391 2020-07-28 06:57:44,405 - mmaction - INFO - Epoch [37][3180/3757] lr: 1.000e-02, eta: 5 days, 9:15:48, time: 2.023, data_time: 0.009, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7438, loss_cls: 2.1415, loss: 2.1415, grad_norm: 5.8727 2020-07-28 06:58:22,327 - mmaction - INFO - Epoch [37][3200/3757] lr: 1.000e-02, eta: 5 days, 9:15:07, time: 1.902, data_time: 0.104, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7781, loss_cls: 2.0053, loss: 2.0053, grad_norm: 5.7636 2020-07-28 06:59:05,216 - mmaction - INFO - Epoch [37][3220/3757] lr: 1.000e-02, eta: 5 days, 9:14:34, time: 2.140, data_time: 1.486, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7453, loss_cls: 2.0891, loss: 2.0891, grad_norm: 5.8054 2020-07-28 06:59:43,467 - mmaction - INFO - Epoch [37][3240/3757] lr: 1.000e-02, eta: 5 days, 9:13:53, time: 1.913, data_time: 1.348, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7344, loss_cls: 2.1786, loss: 2.1786, grad_norm: 5.8600 2020-07-28 07:00:21,429 - mmaction - INFO - Epoch [37][3260/3757] lr: 1.000e-02, eta: 5 days, 9:13:11, time: 1.888, data_time: 1.194, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7734, loss_cls: 2.0333, loss: 2.0333, grad_norm: 5.6536 2020-07-28 07:00:59,081 - mmaction - INFO - Epoch [37][3280/3757] lr: 1.000e-02, eta: 5 days, 9:12:30, time: 1.895, data_time: 1.010, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7562, loss_cls: 2.0242, loss: 2.0242, grad_norm: 5.7069 2020-07-28 07:01:39,837 - mmaction - INFO - Epoch [37][3300/3757] lr: 1.000e-02, eta: 5 days, 9:11:53, time: 2.031, data_time: 0.307, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7586, loss_cls: 2.0663, loss: 2.0663, grad_norm: 5.7175 2020-07-28 07:02:19,619 - mmaction - INFO - Epoch [37][3320/3757] lr: 1.000e-02, eta: 5 days, 9:11:15, time: 1.992, data_time: 0.515, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7578, loss_cls: 2.0873, loss: 2.0873, grad_norm: 5.6291 2020-07-28 07:02:59,460 - mmaction - INFO - Epoch [37][3340/3757] lr: 1.000e-02, eta: 5 days, 9:10:36, time: 1.989, data_time: 0.062, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7547, loss_cls: 2.0471, loss: 2.0471, grad_norm: 5.5703 2020-07-28 07:03:35,872 - mmaction - INFO - Epoch [37][3360/3757] lr: 1.000e-02, eta: 5 days, 9:09:52, time: 1.824, data_time: 0.051, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7711, loss_cls: 2.0266, loss: 2.0266, grad_norm: 5.7404 2020-07-28 07:04:15,677 - mmaction - INFO - Epoch [37][3380/3757] lr: 1.000e-02, eta: 5 days, 9:09:14, time: 1.987, data_time: 0.363, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7594, loss_cls: 2.1045, loss: 2.1045, grad_norm: 5.8421 2020-07-28 07:04:54,814 - mmaction - INFO - Epoch [37][3400/3757] lr: 1.000e-02, eta: 5 days, 9:08:35, time: 1.964, data_time: 0.853, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7516, loss_cls: 2.1308, loss: 2.1308, grad_norm: 5.7549 2020-07-28 07:05:36,256 - mmaction - INFO - Epoch [37][3420/3757] lr: 1.000e-02, eta: 5 days, 9:07:59, time: 2.072, data_time: 1.394, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7617, loss_cls: 2.0271, loss: 2.0271, grad_norm: 5.5806 2020-07-28 07:06:14,545 - mmaction - INFO - Epoch [37][3440/3757] lr: 1.000e-02, eta: 5 days, 9:07:19, time: 1.915, data_time: 0.556, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7586, loss_cls: 2.0537, loss: 2.0537, grad_norm: 5.6582 2020-07-28 07:06:53,390 - mmaction - INFO - Epoch [37][3460/3757] lr: 1.000e-02, eta: 5 days, 9:06:39, time: 1.937, data_time: 0.685, memory: 5170, top1_acc: 0.5617, top5_acc: 0.7930, loss_cls: 1.8374, loss: 1.8374, grad_norm: 5.4037 2020-07-28 07:07:31,012 - mmaction - INFO - Epoch [37][3480/3757] lr: 1.000e-02, eta: 5 days, 9:05:57, time: 1.885, data_time: 1.155, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7562, loss_cls: 2.0523, loss: 2.0523, grad_norm: 5.7650 2020-07-28 07:08:08,357 - mmaction - INFO - Epoch [37][3500/3757] lr: 1.000e-02, eta: 5 days, 9:05:14, time: 1.865, data_time: 0.922, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7406, loss_cls: 2.0556, loss: 2.0556, grad_norm: 5.7323 2020-07-28 07:08:46,480 - mmaction - INFO - Epoch [37][3520/3757] lr: 1.000e-02, eta: 5 days, 9:04:33, time: 1.910, data_time: 0.899, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7570, loss_cls: 2.0806, loss: 2.0806, grad_norm: 5.6653 2020-07-28 07:09:25,070 - mmaction - INFO - Epoch [37][3540/3757] lr: 1.000e-02, eta: 5 days, 9:03:53, time: 1.930, data_time: 0.975, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7508, loss_cls: 2.0812, loss: 2.0812, grad_norm: 5.6856 2020-07-28 07:10:04,321 - mmaction - INFO - Epoch [37][3560/3757] lr: 1.000e-02, eta: 5 days, 9:03:14, time: 1.961, data_time: 1.004, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7703, loss_cls: 2.0233, loss: 2.0233, grad_norm: 5.5659 2020-07-28 07:10:46,037 - mmaction - INFO - Epoch [37][3580/3757] lr: 1.000e-02, eta: 5 days, 9:02:39, time: 2.087, data_time: 1.306, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7672, loss_cls: 2.0311, loss: 2.0311, grad_norm: 5.5547 2020-07-28 07:11:22,804 - mmaction - INFO - Epoch [37][3600/3757] lr: 1.000e-02, eta: 5 days, 9:01:55, time: 1.837, data_time: 0.775, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7570, loss_cls: 2.1458, loss: 2.1458, grad_norm: 5.7469 2020-07-28 07:11:57,837 - mmaction - INFO - Epoch [37][3620/3757] lr: 1.000e-02, eta: 5 days, 9:01:09, time: 1.745, data_time: 0.096, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7516, loss_cls: 2.1106, loss: 2.1106, grad_norm: 5.7641 2020-07-28 07:12:38,522 - mmaction - INFO - Epoch [37][3640/3757] lr: 1.000e-02, eta: 5 days, 9:00:32, time: 2.042, data_time: 0.011, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7586, loss_cls: 2.0373, loss: 2.0373, grad_norm: 5.5282 2020-07-28 07:13:19,496 - mmaction - INFO - Epoch [37][3660/3757] lr: 1.000e-02, eta: 5 days, 8:59:56, time: 2.042, data_time: 0.008, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7711, loss_cls: 2.0335, loss: 2.0335, grad_norm: 5.7355 2020-07-28 07:13:59,611 - mmaction - INFO - Epoch [37][3680/3757] lr: 1.000e-02, eta: 5 days, 8:59:18, time: 2.012, data_time: 0.010, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7508, loss_cls: 2.0619, loss: 2.0619, grad_norm: 5.7081 2020-07-28 07:14:37,465 - mmaction - INFO - Epoch [37][3700/3757] lr: 1.000e-02, eta: 5 days, 8:58:36, time: 1.885, data_time: 0.309, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7508, loss_cls: 2.0503, loss: 2.0503, grad_norm: 5.5200 2020-07-28 07:15:17,767 - mmaction - INFO - Epoch [37][3720/3757] lr: 1.000e-02, eta: 5 days, 8:57:59, time: 2.019, data_time: 0.989, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7695, loss_cls: 2.0263, loss: 2.0263, grad_norm: 5.7924 2020-07-28 07:15:54,542 - mmaction - INFO - Epoch [37][3740/3757] lr: 1.000e-02, eta: 5 days, 8:57:16, time: 1.837, data_time: 0.885, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7430, loss_cls: 2.0776, loss: 2.0776, grad_norm: 5.8340 2020-07-28 07:16:22,385 - mmaction - INFO - Saving checkpoint at 37 epochs 2020-07-28 07:17:17,136 - mmaction - INFO - Epoch [38][20/3757] lr: 1.000e-02, eta: 5 days, 8:55:32, time: 2.707, data_time: 1.186, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7789, loss_cls: 1.9505, loss: 1.9505, grad_norm: 5.5323 2020-07-28 07:17:56,956 - mmaction - INFO - Epoch [38][40/3757] lr: 1.000e-02, eta: 5 days, 8:54:54, time: 1.992, data_time: 0.012, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7633, loss_cls: 1.9801, loss: 1.9801, grad_norm: 5.7111 2020-07-28 07:18:35,216 - mmaction - INFO - Epoch [38][60/3757] lr: 1.000e-02, eta: 5 days, 8:54:13, time: 1.913, data_time: 0.008, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7688, loss_cls: 2.0393, loss: 2.0393, grad_norm: 5.7153 2020-07-28 07:19:19,497 - mmaction - INFO - Epoch [38][80/3757] lr: 1.000e-02, eta: 5 days, 8:53:42, time: 2.206, data_time: 0.003, memory: 5170, top1_acc: 0.5570, top5_acc: 0.7852, loss_cls: 1.9010, loss: 1.9010, grad_norm: 5.4086 2020-07-28 07:19:55,352 - mmaction - INFO - Epoch [38][100/3757] lr: 1.000e-02, eta: 5 days, 8:52:57, time: 1.798, data_time: 0.010, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7797, loss_cls: 1.9638, loss: 1.9638, grad_norm: 5.6061 2020-07-28 07:20:35,109 - mmaction - INFO - Epoch [38][120/3757] lr: 1.000e-02, eta: 5 days, 8:52:19, time: 1.986, data_time: 0.010, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7539, loss_cls: 2.0499, loss: 2.0499, grad_norm: 5.7206 2020-07-28 07:21:16,866 - mmaction - INFO - Epoch [38][140/3757] lr: 1.000e-02, eta: 5 days, 8:51:44, time: 2.093, data_time: 0.009, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7648, loss_cls: 1.9689, loss: 1.9689, grad_norm: 5.6273 2020-07-28 07:21:51,243 - mmaction - INFO - Epoch [38][160/3757] lr: 1.000e-02, eta: 5 days, 8:50:57, time: 1.718, data_time: 0.075, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7719, loss_cls: 2.0432, loss: 2.0432, grad_norm: 5.6414 2020-07-28 07:22:34,889 - mmaction - INFO - Epoch [38][180/3757] lr: 1.000e-02, eta: 5 days, 8:50:25, time: 2.176, data_time: 0.044, memory: 5170, top1_acc: 0.5633, top5_acc: 0.7773, loss_cls: 1.8887, loss: 1.8887, grad_norm: 5.4393 2020-07-28 07:23:11,195 - mmaction - INFO - Epoch [38][200/3757] lr: 1.000e-02, eta: 5 days, 8:49:41, time: 1.821, data_time: 0.009, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7594, loss_cls: 2.0297, loss: 2.0297, grad_norm: 5.7000 2020-07-28 07:23:49,555 - mmaction - INFO - Epoch [38][220/3757] lr: 1.000e-02, eta: 5 days, 8:49:00, time: 1.911, data_time: 0.035, memory: 5170, top1_acc: 0.5602, top5_acc: 0.7766, loss_cls: 1.9473, loss: 1.9473, grad_norm: 5.5761 2020-07-28 07:24:29,885 - mmaction - INFO - Epoch [38][240/3757] lr: 1.000e-02, eta: 5 days, 8:48:22, time: 2.017, data_time: 1.301, memory: 5170, top1_acc: 0.5523, top5_acc: 0.7773, loss_cls: 1.9478, loss: 1.9478, grad_norm: 5.6673 2020-07-28 07:25:06,980 - mmaction - INFO - Epoch [38][260/3757] lr: 1.000e-02, eta: 5 days, 8:47:40, time: 1.857, data_time: 0.991, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7492, loss_cls: 2.1092, loss: 2.1092, grad_norm: 5.8272 2020-07-28 07:25:47,372 - mmaction - INFO - Epoch [38][280/3757] lr: 1.000e-02, eta: 5 days, 8:47:03, time: 2.025, data_time: 0.766, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7852, loss_cls: 1.8938, loss: 1.8938, grad_norm: 5.5104 2020-07-28 07:26:27,082 - mmaction - INFO - Epoch [38][300/3757] lr: 1.000e-02, eta: 5 days, 8:46:24, time: 1.976, data_time: 1.282, memory: 5170, top1_acc: 0.5648, top5_acc: 0.7883, loss_cls: 1.9033, loss: 1.9033, grad_norm: 5.5766 2020-07-28 07:27:05,301 - mmaction - INFO - Epoch [38][320/3757] lr: 1.000e-02, eta: 5 days, 8:45:43, time: 1.921, data_time: 0.670, memory: 5170, top1_acc: 0.5625, top5_acc: 0.7844, loss_cls: 1.9062, loss: 1.9062, grad_norm: 5.5102 2020-07-28 07:27:42,239 - mmaction - INFO - Epoch [38][340/3757] lr: 1.000e-02, eta: 5 days, 8:45:00, time: 1.845, data_time: 0.008, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7656, loss_cls: 2.0504, loss: 2.0504, grad_norm: 5.7754 2020-07-28 07:28:21,957 - mmaction - INFO - Epoch [38][360/3757] lr: 1.000e-02, eta: 5 days, 8:44:22, time: 1.987, data_time: 0.030, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7766, loss_cls: 1.9705, loss: 1.9705, grad_norm: 5.7305 2020-07-28 07:29:03,672 - mmaction - INFO - Epoch [38][380/3757] lr: 1.000e-02, eta: 5 days, 8:43:47, time: 2.084, data_time: 0.067, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7688, loss_cls: 2.0279, loss: 2.0279, grad_norm: 5.8456 2020-07-28 07:29:40,559 - mmaction - INFO - Epoch [38][400/3757] lr: 1.000e-02, eta: 5 days, 8:43:04, time: 1.846, data_time: 0.022, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7562, loss_cls: 2.0659, loss: 2.0659, grad_norm: 5.8950 2020-07-28 07:30:21,154 - mmaction - INFO - Epoch [38][420/3757] lr: 1.000e-02, eta: 5 days, 8:42:27, time: 2.027, data_time: 0.012, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7648, loss_cls: 1.9575, loss: 1.9575, grad_norm: 5.7036 2020-07-28 07:31:00,524 - mmaction - INFO - Epoch [38][440/3757] lr: 1.000e-02, eta: 5 days, 8:41:48, time: 1.967, data_time: 0.009, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7539, loss_cls: 2.0233, loss: 2.0233, grad_norm: 5.5177 2020-07-28 07:31:41,354 - mmaction - INFO - Epoch [38][460/3757] lr: 1.000e-02, eta: 5 days, 8:41:11, time: 2.038, data_time: 0.018, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7641, loss_cls: 2.0581, loss: 2.0581, grad_norm: 5.7715 2020-07-28 07:32:18,921 - mmaction - INFO - Epoch [38][480/3757] lr: 1.000e-02, eta: 5 days, 8:40:29, time: 1.887, data_time: 0.016, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7633, loss_cls: 2.0309, loss: 2.0309, grad_norm: 5.7416 2020-07-28 07:32:57,884 - mmaction - INFO - Epoch [38][500/3757] lr: 1.000e-02, eta: 5 days, 8:39:49, time: 1.940, data_time: 0.748, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7828, loss_cls: 1.9817, loss: 1.9817, grad_norm: 5.6448 2020-07-28 07:33:37,625 - mmaction - INFO - Epoch [38][520/3757] lr: 1.000e-02, eta: 5 days, 8:39:11, time: 1.995, data_time: 0.137, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7805, loss_cls: 1.9071, loss: 1.9071, grad_norm: 5.5771 2020-07-28 07:34:17,121 - mmaction - INFO - Epoch [38][540/3757] lr: 1.000e-02, eta: 5 days, 8:38:32, time: 1.973, data_time: 0.009, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7703, loss_cls: 1.9924, loss: 1.9924, grad_norm: 5.7023 2020-07-28 07:34:54,420 - mmaction - INFO - Epoch [38][560/3757] lr: 1.000e-02, eta: 5 days, 8:37:50, time: 1.863, data_time: 0.026, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7680, loss_cls: 2.0182, loss: 2.0182, grad_norm: 5.7022 2020-07-28 07:35:36,779 - mmaction - INFO - Epoch [38][580/3757] lr: 1.000e-02, eta: 5 days, 8:37:16, time: 2.119, data_time: 0.011, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7750, loss_cls: 1.9272, loss: 1.9272, grad_norm: 5.5024 2020-07-28 07:36:13,980 - mmaction - INFO - Epoch [38][600/3757] lr: 1.000e-02, eta: 5 days, 8:36:33, time: 1.862, data_time: 0.004, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7766, loss_cls: 2.0014, loss: 2.0014, grad_norm: 5.7544 2020-07-28 07:36:52,399 - mmaction - INFO - Epoch [38][620/3757] lr: 1.000e-02, eta: 5 days, 8:35:53, time: 1.915, data_time: 0.524, memory: 5170, top1_acc: 0.5680, top5_acc: 0.7852, loss_cls: 1.8950, loss: 1.8950, grad_norm: 5.7871 2020-07-28 07:37:33,181 - mmaction - INFO - Epoch [38][640/3757] lr: 1.000e-02, eta: 5 days, 8:35:16, time: 2.046, data_time: 1.253, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7648, loss_cls: 2.0342, loss: 2.0342, grad_norm: 5.8834 2020-07-28 07:38:14,421 - mmaction - INFO - Epoch [38][660/3757] lr: 1.000e-02, eta: 5 days, 8:34:40, time: 2.057, data_time: 0.434, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7562, loss_cls: 2.0389, loss: 2.0389, grad_norm: 5.7576 2020-07-28 07:38:55,020 - mmaction - INFO - Epoch [38][680/3757] lr: 1.000e-02, eta: 5 days, 8:34:03, time: 2.030, data_time: 1.063, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7703, loss_cls: 2.0237, loss: 2.0237, grad_norm: 5.6194 2020-07-28 07:39:30,881 - mmaction - INFO - Epoch [38][700/3757] lr: 1.000e-02, eta: 5 days, 8:33:19, time: 1.798, data_time: 1.186, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7562, loss_cls: 2.0414, loss: 2.0414, grad_norm: 5.8610 2020-07-28 07:40:11,123 - mmaction - INFO - Epoch [38][720/3757] lr: 1.000e-02, eta: 5 days, 8:32:41, time: 2.009, data_time: 1.305, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7594, loss_cls: 2.0069, loss: 2.0069, grad_norm: 5.6865 2020-07-28 07:40:49,842 - mmaction - INFO - Epoch [38][740/3757] lr: 1.000e-02, eta: 5 days, 8:32:01, time: 1.939, data_time: 1.070, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7703, loss_cls: 2.0036, loss: 2.0036, grad_norm: 5.6502 2020-07-28 07:41:30,447 - mmaction - INFO - Epoch [38][760/3757] lr: 1.000e-02, eta: 5 days, 8:31:24, time: 2.026, data_time: 0.925, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7594, loss_cls: 2.0364, loss: 2.0364, grad_norm: 5.5905 2020-07-28 07:42:07,747 - mmaction - INFO - Epoch [38][780/3757] lr: 1.000e-02, eta: 5 days, 8:30:42, time: 1.862, data_time: 0.935, memory: 5170, top1_acc: 0.5625, top5_acc: 0.7781, loss_cls: 1.9340, loss: 1.9340, grad_norm: 5.6155 2020-07-28 07:42:49,187 - mmaction - INFO - Epoch [38][800/3757] lr: 1.000e-02, eta: 5 days, 8:30:06, time: 2.079, data_time: 0.446, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7656, loss_cls: 1.9588, loss: 1.9588, grad_norm: 5.6391 2020-07-28 07:43:27,236 - mmaction - INFO - Epoch [38][820/3757] lr: 1.000e-02, eta: 5 days, 8:29:25, time: 1.898, data_time: 0.006, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7734, loss_cls: 2.0033, loss: 2.0033, grad_norm: 5.5976 2020-07-28 07:44:05,065 - mmaction - INFO - Epoch [38][840/3757] lr: 1.000e-02, eta: 5 days, 8:28:43, time: 1.894, data_time: 0.006, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7617, loss_cls: 1.9817, loss: 1.9817, grad_norm: 5.7730 2020-07-28 07:44:45,888 - mmaction - INFO - Epoch [38][860/3757] lr: 1.000e-02, eta: 5 days, 8:28:07, time: 2.041, data_time: 0.004, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7625, loss_cls: 2.0790, loss: 2.0790, grad_norm: 5.9364 2020-07-28 07:45:20,586 - mmaction - INFO - Epoch [38][880/3757] lr: 1.000e-02, eta: 5 days, 8:27:20, time: 1.727, data_time: 0.008, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7852, loss_cls: 1.9234, loss: 1.9234, grad_norm: 5.5791 2020-07-28 07:45:58,581 - mmaction - INFO - Epoch [38][900/3757] lr: 1.000e-02, eta: 5 days, 8:26:39, time: 1.907, data_time: 0.099, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7781, loss_cls: 1.9487, loss: 1.9487, grad_norm: 5.9023 2020-07-28 07:46:37,534 - mmaction - INFO - Epoch [38][920/3757] lr: 1.000e-02, eta: 5 days, 8:25:59, time: 1.942, data_time: 0.009, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7641, loss_cls: 1.9878, loss: 1.9878, grad_norm: 5.6961 2020-07-28 07:47:20,264 - mmaction - INFO - Epoch [38][940/3757] lr: 1.000e-02, eta: 5 days, 8:25:26, time: 2.143, data_time: 0.010, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7711, loss_cls: 1.9397, loss: 1.9397, grad_norm: 5.5491 2020-07-28 07:47:58,542 - mmaction - INFO - Epoch [38][960/3757] lr: 1.000e-02, eta: 5 days, 8:24:45, time: 1.910, data_time: 0.008, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7641, loss_cls: 1.9744, loss: 1.9744, grad_norm: 5.7951 2020-07-28 07:48:34,514 - mmaction - INFO - Epoch [38][980/3757] lr: 1.000e-02, eta: 5 days, 8:24:00, time: 1.800, data_time: 0.007, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7672, loss_cls: 2.0039, loss: 2.0039, grad_norm: 5.6050 2020-07-28 07:49:16,076 - mmaction - INFO - Epoch [38][1000/3757] lr: 1.000e-02, eta: 5 days, 8:23:25, time: 2.080, data_time: 0.012, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7719, loss_cls: 1.9830, loss: 1.9830, grad_norm: 5.5783 2020-07-28 07:49:54,781 - mmaction - INFO - Epoch [38][1020/3757] lr: 1.000e-02, eta: 5 days, 8:22:45, time: 1.936, data_time: 0.008, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7477, loss_cls: 2.0928, loss: 2.0928, grad_norm: 5.8106 2020-07-28 07:50:32,209 - mmaction - INFO - Epoch [38][1040/3757] lr: 1.000e-02, eta: 5 days, 8:22:02, time: 1.863, data_time: 0.527, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7523, loss_cls: 1.9930, loss: 1.9930, grad_norm: 5.7562 2020-07-28 07:51:12,324 - mmaction - INFO - Epoch [38][1060/3757] lr: 1.000e-02, eta: 5 days, 8:21:25, time: 2.012, data_time: 1.273, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7680, loss_cls: 2.0353, loss: 2.0353, grad_norm: 5.8352 2020-07-28 07:51:50,456 - mmaction - INFO - Epoch [38][1080/3757] lr: 1.000e-02, eta: 5 days, 8:20:44, time: 1.899, data_time: 1.133, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7781, loss_cls: 1.9449, loss: 1.9449, grad_norm: 5.7020 2020-07-28 07:52:28,048 - mmaction - INFO - Epoch [38][1100/3757] lr: 1.000e-02, eta: 5 days, 8:20:02, time: 1.888, data_time: 1.214, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7672, loss_cls: 2.0638, loss: 2.0638, grad_norm: 5.9675 2020-07-28 07:53:09,927 - mmaction - INFO - Epoch [38][1120/3757] lr: 1.000e-02, eta: 5 days, 8:19:27, time: 2.087, data_time: 0.500, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7680, loss_cls: 1.9745, loss: 1.9745, grad_norm: 5.6023 2020-07-28 07:53:47,759 - mmaction - INFO - Epoch [38][1140/3757] lr: 1.000e-02, eta: 5 days, 8:18:46, time: 1.900, data_time: 0.872, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7766, loss_cls: 1.9035, loss: 1.9035, grad_norm: 5.6028 2020-07-28 07:54:27,120 - mmaction - INFO - Epoch [38][1160/3757] lr: 1.000e-02, eta: 5 days, 8:18:07, time: 1.965, data_time: 0.382, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7680, loss_cls: 1.9917, loss: 1.9917, grad_norm: 5.8238 2020-07-28 07:55:06,106 - mmaction - INFO - Epoch [38][1180/3757] lr: 1.000e-02, eta: 5 days, 8:17:27, time: 1.953, data_time: 0.039, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7594, loss_cls: 2.0410, loss: 2.0410, grad_norm: 5.8787 2020-07-28 07:55:46,886 - mmaction - INFO - Epoch [38][1200/3757] lr: 1.000e-02, eta: 5 days, 8:16:50, time: 2.039, data_time: 0.003, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7688, loss_cls: 2.0218, loss: 2.0218, grad_norm: 5.7733 2020-07-28 07:56:25,383 - mmaction - INFO - Epoch [38][1220/3757] lr: 1.000e-02, eta: 5 days, 8:16:10, time: 1.923, data_time: 0.008, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7508, loss_cls: 2.0974, loss: 2.0974, grad_norm: 5.8581 2020-07-28 07:57:07,306 - mmaction - INFO - Epoch [38][1240/3757] lr: 1.000e-02, eta: 5 days, 8:15:35, time: 2.094, data_time: 0.008, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7602, loss_cls: 2.0511, loss: 2.0511, grad_norm: 5.8103 2020-07-28 07:57:46,431 - mmaction - INFO - Epoch [38][1260/3757] lr: 1.000e-02, eta: 5 days, 8:14:56, time: 1.961, data_time: 0.012, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7367, loss_cls: 2.1219, loss: 2.1219, grad_norm: 5.9356 2020-07-28 07:58:23,661 - mmaction - INFO - Epoch [38][1280/3757] lr: 1.000e-02, eta: 5 days, 8:14:13, time: 1.857, data_time: 0.009, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7609, loss_cls: 2.0395, loss: 2.0395, grad_norm: 5.6520 2020-07-28 07:59:04,346 - mmaction - INFO - Epoch [38][1300/3757] lr: 1.000e-02, eta: 5 days, 8:13:37, time: 2.039, data_time: 0.012, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7734, loss_cls: 2.0108, loss: 2.0108, grad_norm: 5.6908 2020-07-28 07:59:41,353 - mmaction - INFO - Epoch [38][1320/3757] lr: 1.000e-02, eta: 5 days, 8:12:54, time: 1.845, data_time: 0.009, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7617, loss_cls: 2.0584, loss: 2.0584, grad_norm: 5.8515 2020-07-28 08:00:19,341 - mmaction - INFO - Epoch [38][1340/3757] lr: 1.000e-02, eta: 5 days, 8:12:12, time: 1.892, data_time: 0.009, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7641, loss_cls: 2.0380, loss: 2.0380, grad_norm: 5.4714 2020-07-28 08:00:59,561 - mmaction - INFO - Epoch [38][1360/3757] lr: 1.000e-02, eta: 5 days, 8:11:35, time: 2.024, data_time: 0.200, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7570, loss_cls: 2.0696, loss: 2.0696, grad_norm: 5.7830 2020-07-28 08:01:39,517 - mmaction - INFO - Epoch [38][1380/3757] lr: 1.000e-02, eta: 5 days, 8:10:57, time: 1.990, data_time: 0.008, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7656, loss_cls: 1.9907, loss: 1.9907, grad_norm: 5.6346 2020-07-28 08:02:20,260 - mmaction - INFO - Epoch [38][1400/3757] lr: 1.000e-02, eta: 5 days, 8:10:20, time: 2.039, data_time: 0.024, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7672, loss_cls: 2.0030, loss: 2.0030, grad_norm: 5.5639 2020-07-28 08:02:57,845 - mmaction - INFO - Epoch [38][1420/3757] lr: 1.000e-02, eta: 5 days, 8:09:38, time: 1.875, data_time: 0.010, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7797, loss_cls: 1.9369, loss: 1.9369, grad_norm: 5.5682 2020-07-28 08:03:37,253 - mmaction - INFO - Epoch [38][1440/3757] lr: 1.000e-02, eta: 5 days, 8:08:59, time: 1.979, data_time: 0.013, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7609, loss_cls: 2.0083, loss: 2.0083, grad_norm: 5.7936 2020-07-28 08:04:15,592 - mmaction - INFO - Epoch [38][1460/3757] lr: 1.000e-02, eta: 5 days, 8:08:19, time: 1.919, data_time: 0.014, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7453, loss_cls: 2.0490, loss: 2.0490, grad_norm: 5.6618 2020-07-28 08:04:54,948 - mmaction - INFO - Epoch [38][1480/3757] lr: 1.000e-02, eta: 5 days, 8:07:40, time: 1.967, data_time: 0.003, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7438, loss_cls: 2.1158, loss: 2.1158, grad_norm: 5.6958 2020-07-28 08:05:32,045 - mmaction - INFO - Epoch [38][1500/3757] lr: 1.000e-02, eta: 5 days, 8:06:57, time: 1.851, data_time: 0.008, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7797, loss_cls: 1.9441, loss: 1.9441, grad_norm: 5.6184 2020-07-28 08:06:09,606 - mmaction - INFO - Epoch [38][1520/3757] lr: 1.000e-02, eta: 5 days, 8:06:15, time: 1.882, data_time: 0.009, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7516, loss_cls: 2.0706, loss: 2.0706, grad_norm: 5.9402 2020-07-28 08:06:46,520 - mmaction - INFO - Epoch [38][1540/3757] lr: 1.000e-02, eta: 5 days, 8:05:32, time: 1.839, data_time: 0.036, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7742, loss_cls: 2.0201, loss: 2.0201, grad_norm: 5.6334 2020-07-28 08:07:30,173 - mmaction - INFO - Epoch [38][1560/3757] lr: 1.000e-02, eta: 5 days, 8:05:00, time: 2.190, data_time: 0.064, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7609, loss_cls: 2.0212, loss: 2.0212, grad_norm: 5.8124 2020-07-28 08:08:11,613 - mmaction - INFO - Epoch [38][1580/3757] lr: 1.000e-02, eta: 5 days, 8:04:24, time: 2.064, data_time: 0.008, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7633, loss_cls: 2.0500, loss: 2.0500, grad_norm: 5.7318 2020-07-28 08:08:45,588 - mmaction - INFO - Epoch [38][1600/3757] lr: 1.000e-02, eta: 5 days, 8:03:37, time: 1.708, data_time: 0.011, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7695, loss_cls: 2.0194, loss: 2.0194, grad_norm: 5.8637 2020-07-28 08:09:27,190 - mmaction - INFO - Epoch [38][1620/3757] lr: 1.000e-02, eta: 5 days, 8:03:01, time: 2.079, data_time: 0.042, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7664, loss_cls: 2.0466, loss: 2.0466, grad_norm: 5.7279 2020-07-28 08:10:06,924 - mmaction - INFO - Epoch [38][1640/3757] lr: 1.000e-02, eta: 5 days, 8:02:23, time: 1.987, data_time: 0.137, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7688, loss_cls: 2.0003, loss: 2.0003, grad_norm: 5.6512 2020-07-28 08:10:47,241 - mmaction - INFO - Epoch [38][1660/3757] lr: 1.000e-02, eta: 5 days, 8:01:45, time: 2.012, data_time: 0.003, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7648, loss_cls: 2.0932, loss: 2.0932, grad_norm: 5.8666 2020-07-28 08:11:27,339 - mmaction - INFO - Epoch [38][1680/3757] lr: 1.000e-02, eta: 5 days, 8:01:07, time: 2.001, data_time: 0.013, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7359, loss_cls: 2.1130, loss: 2.1130, grad_norm: 5.7514 2020-07-28 08:12:04,858 - mmaction - INFO - Epoch [38][1700/3757] lr: 1.000e-02, eta: 5 days, 8:00:26, time: 1.885, data_time: 0.011, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7711, loss_cls: 2.0097, loss: 2.0097, grad_norm: 5.6681 2020-07-28 08:12:42,623 - mmaction - INFO - Epoch [38][1720/3757] lr: 1.000e-02, eta: 5 days, 7:59:44, time: 1.885, data_time: 0.008, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7695, loss_cls: 2.0155, loss: 2.0155, grad_norm: 5.5639 2020-07-28 08:13:18,903 - mmaction - INFO - Epoch [38][1740/3757] lr: 1.000e-02, eta: 5 days, 7:59:00, time: 1.816, data_time: 0.005, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7461, loss_cls: 2.0642, loss: 2.0642, grad_norm: 5.5921 2020-07-28 08:14:04,402 - mmaction - INFO - Epoch [38][1760/3757] lr: 1.000e-02, eta: 5 days, 7:58:31, time: 2.277, data_time: 0.010, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7555, loss_cls: 2.0698, loss: 2.0698, grad_norm: 5.5411 2020-07-28 08:14:40,244 - mmaction - INFO - Epoch [38][1780/3757] lr: 1.000e-02, eta: 5 days, 7:57:46, time: 1.792, data_time: 0.002, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7500, loss_cls: 2.0729, loss: 2.0729, grad_norm: 5.6535 2020-07-28 08:15:18,592 - mmaction - INFO - Epoch [38][1800/3757] lr: 1.000e-02, eta: 5 days, 7:57:05, time: 1.910, data_time: 0.006, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7703, loss_cls: 2.0065, loss: 2.0065, grad_norm: 5.6218 2020-07-28 08:15:59,591 - mmaction - INFO - Epoch [38][1820/3757] lr: 1.000e-02, eta: 5 days, 7:56:29, time: 2.056, data_time: 0.010, memory: 5170, top1_acc: 0.5516, top5_acc: 0.7695, loss_cls: 1.9811, loss: 1.9811, grad_norm: 5.5519 2020-07-28 08:16:39,583 - mmaction - INFO - Epoch [38][1840/3757] lr: 1.000e-02, eta: 5 days, 7:55:51, time: 1.997, data_time: 0.008, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7555, loss_cls: 2.1051, loss: 2.1051, grad_norm: 5.7817 2020-07-28 08:17:16,036 - mmaction - INFO - Epoch [38][1860/3757] lr: 1.000e-02, eta: 5 days, 7:55:08, time: 1.826, data_time: 0.125, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7633, loss_cls: 2.0111, loss: 2.0111, grad_norm: 5.7449 2020-07-28 08:17:54,029 - mmaction - INFO - Epoch [38][1880/3757] lr: 1.000e-02, eta: 5 days, 7:54:26, time: 1.893, data_time: 0.009, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7703, loss_cls: 1.9925, loss: 1.9925, grad_norm: 5.6721 2020-07-28 08:18:37,468 - mmaction - INFO - Epoch [38][1900/3757] lr: 1.000e-02, eta: 5 days, 7:53:54, time: 2.178, data_time: 0.009, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7867, loss_cls: 1.8784, loss: 1.8784, grad_norm: 5.6780 2020-07-28 08:19:11,368 - mmaction - INFO - Epoch [38][1920/3757] lr: 1.000e-02, eta: 5 days, 7:53:06, time: 1.696, data_time: 0.169, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7383, loss_cls: 2.1558, loss: 2.1558, grad_norm: 5.7403 2020-07-28 08:19:52,025 - mmaction - INFO - Epoch [38][1940/3757] lr: 1.000e-02, eta: 5 days, 7:52:29, time: 2.028, data_time: 0.212, memory: 5170, top1_acc: 0.5539, top5_acc: 0.7633, loss_cls: 1.9704, loss: 1.9704, grad_norm: 5.6120 2020-07-28 08:20:33,926 - mmaction - INFO - Epoch [38][1960/3757] lr: 1.000e-02, eta: 5 days, 7:51:54, time: 2.091, data_time: 0.012, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7766, loss_cls: 1.9986, loss: 1.9986, grad_norm: 5.7267 2020-07-28 08:21:12,937 - mmaction - INFO - Epoch [38][1980/3757] lr: 1.000e-02, eta: 5 days, 7:51:15, time: 1.958, data_time: 0.011, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7750, loss_cls: 1.9810, loss: 1.9810, grad_norm: 5.6211 2020-07-28 08:21:53,760 - mmaction - INFO - Epoch [38][2000/3757] lr: 1.000e-02, eta: 5 days, 7:50:38, time: 2.034, data_time: 0.008, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7570, loss_cls: 2.0909, loss: 2.0909, grad_norm: 5.9177 2020-07-28 08:22:32,253 - mmaction - INFO - Epoch [38][2020/3757] lr: 1.000e-02, eta: 5 days, 7:49:58, time: 1.931, data_time: 0.010, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7766, loss_cls: 1.9771, loss: 1.9771, grad_norm: 5.7714 2020-07-28 08:23:10,923 - mmaction - INFO - Epoch [38][2040/3757] lr: 1.000e-02, eta: 5 days, 7:49:18, time: 1.935, data_time: 0.004, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7656, loss_cls: 2.0429, loss: 2.0429, grad_norm: 5.6538 2020-07-28 08:23:48,598 - mmaction - INFO - Epoch [38][2060/3757] lr: 1.000e-02, eta: 5 days, 7:48:36, time: 1.878, data_time: 0.008, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7711, loss_cls: 1.9683, loss: 1.9683, grad_norm: 5.6341 2020-07-28 08:24:24,657 - mmaction - INFO - Epoch [38][2080/3757] lr: 1.000e-02, eta: 5 days, 7:47:51, time: 1.799, data_time: 0.009, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7695, loss_cls: 2.0203, loss: 2.0203, grad_norm: 5.8016 2020-07-28 08:25:02,868 - mmaction - INFO - Epoch [38][2100/3757] lr: 1.000e-02, eta: 5 days, 7:47:11, time: 1.920, data_time: 0.012, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7719, loss_cls: 1.9800, loss: 1.9800, grad_norm: 5.6299 2020-07-28 08:25:44,625 - mmaction - INFO - Epoch [38][2120/3757] lr: 1.000e-02, eta: 5 days, 7:46:36, time: 2.089, data_time: 0.009, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7344, loss_cls: 2.1988, loss: 2.1988, grad_norm: 6.0604 2020-07-28 08:26:19,772 - mmaction - INFO - Epoch [38][2140/3757] lr: 1.000e-02, eta: 5 days, 7:45:50, time: 1.754, data_time: 0.055, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7648, loss_cls: 2.0584, loss: 2.0584, grad_norm: 5.9354 2020-07-28 08:27:00,014 - mmaction - INFO - Epoch [38][2160/3757] lr: 1.000e-02, eta: 5 days, 7:45:12, time: 2.015, data_time: 0.608, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7492, loss_cls: 2.0992, loss: 2.0992, grad_norm: 5.7555 2020-07-28 08:27:41,097 - mmaction - INFO - Epoch [38][2180/3757] lr: 1.000e-02, eta: 5 days, 7:44:36, time: 2.054, data_time: 0.906, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7656, loss_cls: 2.0640, loss: 2.0640, grad_norm: 5.8402 2020-07-28 08:28:21,395 - mmaction - INFO - Epoch [38][2200/3757] lr: 1.000e-02, eta: 5 days, 7:43:58, time: 2.013, data_time: 0.003, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7602, loss_cls: 2.0485, loss: 2.0485, grad_norm: 5.5396 2020-07-28 08:28:59,832 - mmaction - INFO - Epoch [38][2220/3757] lr: 1.000e-02, eta: 5 days, 7:43:18, time: 1.922, data_time: 0.014, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7742, loss_cls: 2.0380, loss: 2.0380, grad_norm: 5.6419 2020-07-28 08:29:35,572 - mmaction - INFO - Epoch [38][2240/3757] lr: 1.000e-02, eta: 5 days, 7:42:33, time: 1.787, data_time: 0.010, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7734, loss_cls: 1.9606, loss: 1.9606, grad_norm: 5.6712 2020-07-28 08:30:13,077 - mmaction - INFO - Epoch [38][2260/3757] lr: 1.000e-02, eta: 5 days, 7:41:51, time: 1.877, data_time: 0.065, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7891, loss_cls: 1.9393, loss: 1.9393, grad_norm: 5.7460 2020-07-28 08:30:53,203 - mmaction - INFO - Epoch [38][2280/3757] lr: 1.000e-02, eta: 5 days, 7:41:13, time: 2.008, data_time: 0.479, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7641, loss_cls: 2.0086, loss: 2.0086, grad_norm: 5.8568 2020-07-28 08:31:31,097 - mmaction - INFO - Epoch [38][2300/3757] lr: 1.000e-02, eta: 5 days, 7:40:32, time: 1.888, data_time: 0.441, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7703, loss_cls: 1.9782, loss: 1.9782, grad_norm: 5.5104 2020-07-28 08:32:09,108 - mmaction - INFO - Epoch [38][2320/3757] lr: 1.000e-02, eta: 5 days, 7:39:50, time: 1.902, data_time: 0.411, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7469, loss_cls: 2.1107, loss: 2.1107, grad_norm: 5.6944 2020-07-28 08:32:46,343 - mmaction - INFO - Epoch [38][2340/3757] lr: 1.000e-02, eta: 5 days, 7:39:08, time: 1.865, data_time: 0.360, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7805, loss_cls: 1.9244, loss: 1.9244, grad_norm: 5.6408 2020-07-28 08:33:29,124 - mmaction - INFO - Epoch [38][2360/3757] lr: 1.000e-02, eta: 5 days, 7:38:34, time: 2.132, data_time: 0.107, memory: 5170, top1_acc: 0.5555, top5_acc: 0.7664, loss_cls: 1.9480, loss: 1.9480, grad_norm: 5.5029 2020-07-28 08:34:08,933 - mmaction - INFO - Epoch [38][2380/3757] lr: 1.000e-02, eta: 5 days, 7:37:57, time: 1.999, data_time: 0.011, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7523, loss_cls: 2.0566, loss: 2.0566, grad_norm: 5.8212 2020-07-28 08:34:47,642 - mmaction - INFO - Epoch [38][2400/3757] lr: 1.000e-02, eta: 5 days, 7:37:16, time: 1.933, data_time: 0.004, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7484, loss_cls: 2.0939, loss: 2.0939, grad_norm: 5.8273 2020-07-28 08:35:28,427 - mmaction - INFO - Epoch [38][2420/3757] lr: 1.000e-02, eta: 5 days, 7:36:40, time: 2.041, data_time: 0.010, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7609, loss_cls: 2.0521, loss: 2.0521, grad_norm: 5.6624 2020-07-28 08:36:05,083 - mmaction - INFO - Epoch [38][2440/3757] lr: 1.000e-02, eta: 5 days, 7:35:56, time: 1.833, data_time: 0.003, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7719, loss_cls: 1.9896, loss: 1.9896, grad_norm: 5.7059 2020-07-28 08:36:45,121 - mmaction - INFO - Epoch [38][2460/3757] lr: 1.000e-02, eta: 5 days, 7:35:18, time: 1.995, data_time: 0.007, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7438, loss_cls: 2.1322, loss: 2.1322, grad_norm: 5.9563 2020-07-28 08:37:23,804 - mmaction - INFO - Epoch [38][2480/3757] lr: 1.000e-02, eta: 5 days, 7:34:38, time: 1.939, data_time: 0.529, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7609, loss_cls: 2.0753, loss: 2.0753, grad_norm: 5.6268 2020-07-28 08:38:03,655 - mmaction - INFO - Epoch [38][2500/3757] lr: 1.000e-02, eta: 5 days, 7:34:00, time: 1.990, data_time: 0.310, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7633, loss_cls: 2.0501, loss: 2.0501, grad_norm: 5.7155 2020-07-28 08:38:46,062 - mmaction - INFO - Epoch [38][2520/3757] lr: 1.000e-02, eta: 5 days, 7:33:26, time: 2.119, data_time: 0.040, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7781, loss_cls: 1.9578, loss: 1.9578, grad_norm: 5.4652 2020-07-28 08:39:25,191 - mmaction - INFO - Epoch [38][2540/3757] lr: 1.000e-02, eta: 5 days, 7:32:47, time: 1.954, data_time: 0.011, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7430, loss_cls: 2.1304, loss: 2.1304, grad_norm: 5.6689 2020-07-28 08:40:03,643 - mmaction - INFO - Epoch [38][2560/3757] lr: 1.000e-02, eta: 5 days, 7:32:06, time: 1.926, data_time: 0.010, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7523, loss_cls: 2.0645, loss: 2.0645, grad_norm: 5.7555 2020-07-28 08:40:40,877 - mmaction - INFO - Epoch [38][2580/3757] lr: 1.000e-02, eta: 5 days, 7:31:24, time: 1.862, data_time: 0.005, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7695, loss_cls: 2.0302, loss: 2.0302, grad_norm: 5.5884 2020-07-28 08:41:16,314 - mmaction - INFO - Epoch [38][2600/3757] lr: 1.000e-02, eta: 5 days, 7:30:38, time: 1.768, data_time: 0.004, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7867, loss_cls: 1.9279, loss: 1.9279, grad_norm: 5.4831 2020-07-28 08:41:52,802 - mmaction - INFO - Epoch [38][2620/3757] lr: 1.000e-02, eta: 5 days, 7:29:55, time: 1.830, data_time: 0.011, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7469, loss_cls: 2.0907, loss: 2.0907, grad_norm: 5.6064 2020-07-28 08:42:31,618 - mmaction - INFO - Epoch [38][2640/3757] lr: 1.000e-02, eta: 5 days, 7:29:15, time: 1.939, data_time: 0.168, memory: 5170, top1_acc: 0.5570, top5_acc: 0.7812, loss_cls: 1.9214, loss: 1.9214, grad_norm: 5.4250 2020-07-28 08:43:11,598 - mmaction - INFO - Epoch [38][2660/3757] lr: 1.000e-02, eta: 5 days, 7:28:37, time: 2.000, data_time: 1.049, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7781, loss_cls: 1.9939, loss: 1.9939, grad_norm: 5.5628 2020-07-28 08:43:51,797 - mmaction - INFO - Epoch [38][2680/3757] lr: 1.000e-02, eta: 5 days, 7:27:59, time: 2.008, data_time: 1.416, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7797, loss_cls: 1.9776, loss: 1.9776, grad_norm: 5.7069 2020-07-28 08:44:30,467 - mmaction - INFO - Epoch [38][2700/3757] lr: 1.000e-02, eta: 5 days, 7:27:19, time: 1.930, data_time: 1.086, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7836, loss_cls: 1.9739, loss: 1.9739, grad_norm: 5.7739 2020-07-28 08:45:09,770 - mmaction - INFO - Epoch [38][2720/3757] lr: 1.000e-02, eta: 5 days, 7:26:40, time: 1.968, data_time: 0.866, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7547, loss_cls: 2.0842, loss: 2.0842, grad_norm: 5.6511 2020-07-28 08:45:50,513 - mmaction - INFO - Epoch [38][2740/3757] lr: 1.000e-02, eta: 5 days, 7:26:03, time: 2.035, data_time: 0.591, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7461, loss_cls: 2.1134, loss: 2.1134, grad_norm: 5.6955 2020-07-28 08:46:29,571 - mmaction - INFO - Epoch [38][2760/3757] lr: 1.000e-02, eta: 5 days, 7:25:24, time: 1.954, data_time: 0.104, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7523, loss_cls: 2.0736, loss: 2.0736, grad_norm: 5.6588 2020-07-28 08:47:10,064 - mmaction - INFO - Epoch [38][2780/3757] lr: 1.000e-02, eta: 5 days, 7:24:47, time: 2.023, data_time: 0.131, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7688, loss_cls: 2.0196, loss: 2.0196, grad_norm: 5.5476 2020-07-28 08:47:47,884 - mmaction - INFO - Epoch [38][2800/3757] lr: 1.000e-02, eta: 5 days, 7:24:05, time: 1.887, data_time: 0.042, memory: 5170, top1_acc: 0.4969, top5_acc: 0.7422, loss_cls: 2.1151, loss: 2.1151, grad_norm: 5.6698 2020-07-28 08:48:26,172 - mmaction - INFO - Epoch [38][2820/3757] lr: 1.000e-02, eta: 5 days, 7:23:24, time: 1.920, data_time: 0.011, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7680, loss_cls: 1.9975, loss: 1.9975, grad_norm: 5.5489 2020-07-28 08:49:05,403 - mmaction - INFO - Epoch [38][2840/3757] lr: 1.000e-02, eta: 5 days, 7:22:45, time: 1.964, data_time: 0.010, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7539, loss_cls: 2.1047, loss: 2.1047, grad_norm: 5.5851 2020-07-28 08:49:40,342 - mmaction - INFO - Epoch [38][2860/3757] lr: 1.000e-02, eta: 5 days, 7:21:59, time: 1.746, data_time: 0.003, memory: 5170, top1_acc: 0.5523, top5_acc: 0.7820, loss_cls: 1.8909, loss: 1.8909, grad_norm: 5.5459 2020-07-28 08:50:26,244 - mmaction - INFO - Epoch [38][2880/3757] lr: 1.000e-02, eta: 5 days, 7:21:30, time: 2.289, data_time: 0.008, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7547, loss_cls: 2.1021, loss: 2.1021, grad_norm: 5.8390 2020-07-28 08:51:06,766 - mmaction - INFO - Epoch [38][2900/3757] lr: 1.000e-02, eta: 5 days, 7:20:53, time: 2.025, data_time: 0.012, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7570, loss_cls: 2.0405, loss: 2.0405, grad_norm: 5.7526 2020-07-28 08:51:47,996 - mmaction - INFO - Epoch [38][2920/3757] lr: 1.000e-02, eta: 5 days, 7:20:18, time: 2.071, data_time: 0.011, memory: 5170, top1_acc: 0.5516, top5_acc: 0.7766, loss_cls: 1.9602, loss: 1.9602, grad_norm: 5.7426 2020-07-28 08:52:24,768 - mmaction - INFO - Epoch [38][2940/3757] lr: 1.000e-02, eta: 5 days, 7:19:34, time: 1.835, data_time: 0.018, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7547, loss_cls: 2.0779, loss: 2.0779, grad_norm: 5.7882 2020-07-28 08:53:00,619 - mmaction - INFO - Epoch [38][2960/3757] lr: 1.000e-02, eta: 5 days, 7:18:50, time: 1.795, data_time: 0.017, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7664, loss_cls: 2.0649, loss: 2.0649, grad_norm: 5.6832 2020-07-28 08:53:41,518 - mmaction - INFO - Epoch [38][2980/3757] lr: 1.000e-02, eta: 5 days, 7:18:13, time: 2.038, data_time: 0.040, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7555, loss_cls: 2.0411, loss: 2.0411, grad_norm: 5.6721 2020-07-28 08:54:19,273 - mmaction - INFO - Epoch [38][3000/3757] lr: 1.000e-02, eta: 5 days, 7:17:32, time: 1.892, data_time: 0.010, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7508, loss_cls: 2.0687, loss: 2.0687, grad_norm: 5.8741 2020-07-28 08:54:54,732 - mmaction - INFO - Epoch [38][3020/3757] lr: 1.000e-02, eta: 5 days, 7:16:46, time: 1.775, data_time: 0.007, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7594, loss_cls: 2.0462, loss: 2.0462, grad_norm: 5.6550 2020-07-28 08:55:34,566 - mmaction - INFO - Epoch [38][3040/3757] lr: 1.000e-02, eta: 5 days, 7:16:08, time: 1.985, data_time: 0.010, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7695, loss_cls: 1.9796, loss: 1.9796, grad_norm: 5.5571 2020-07-28 08:56:14,739 - mmaction - INFO - Epoch [38][3060/3757] lr: 1.000e-02, eta: 5 days, 7:15:30, time: 2.012, data_time: 0.012, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7445, loss_cls: 2.0962, loss: 2.0962, grad_norm: 5.8485 2020-07-28 08:56:51,398 - mmaction - INFO - Epoch [38][3080/3757] lr: 1.000e-02, eta: 5 days, 7:14:47, time: 1.839, data_time: 0.008, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7758, loss_cls: 1.9522, loss: 1.9522, grad_norm: 5.6239 2020-07-28 08:57:29,079 - mmaction - INFO - Epoch [38][3100/3757] lr: 1.000e-02, eta: 5 days, 7:14:05, time: 1.876, data_time: 0.007, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7445, loss_cls: 2.1239, loss: 2.1239, grad_norm: 5.7785 2020-07-28 08:58:05,628 - mmaction - INFO - Epoch [38][3120/3757] lr: 1.000e-02, eta: 5 days, 7:13:21, time: 1.827, data_time: 0.010, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7742, loss_cls: 2.0372, loss: 2.0372, grad_norm: 5.8062 2020-07-28 08:58:43,296 - mmaction - INFO - Epoch [38][3140/3757] lr: 1.000e-02, eta: 5 days, 7:12:40, time: 1.891, data_time: 0.038, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7617, loss_cls: 1.9829, loss: 1.9829, grad_norm: 5.6063 2020-07-28 08:59:24,525 - mmaction - INFO - Epoch [38][3160/3757] lr: 1.000e-02, eta: 5 days, 7:12:04, time: 2.056, data_time: 0.081, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7422, loss_cls: 2.0869, loss: 2.0869, grad_norm: 5.7854 2020-07-28 09:00:01,252 - mmaction - INFO - Epoch [38][3180/3757] lr: 1.000e-02, eta: 5 days, 7:11:21, time: 1.842, data_time: 0.009, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.9613, loss: 1.9613, grad_norm: 5.5756 2020-07-28 09:00:42,098 - mmaction - INFO - Epoch [38][3200/3757] lr: 1.000e-02, eta: 5 days, 7:10:43, time: 2.024, data_time: 0.009, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7812, loss_cls: 1.9734, loss: 1.9734, grad_norm: 5.8552 2020-07-28 09:01:20,782 - mmaction - INFO - Epoch [38][3220/3757] lr: 1.000e-02, eta: 5 days, 7:10:04, time: 1.946, data_time: 0.032, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7508, loss_cls: 2.1128, loss: 2.1128, grad_norm: 5.8638 2020-07-28 09:02:00,220 - mmaction - INFO - Epoch [38][3240/3757] lr: 1.000e-02, eta: 5 days, 7:09:25, time: 1.979, data_time: 0.184, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7734, loss_cls: 1.9517, loss: 1.9517, grad_norm: 5.5945 2020-07-28 09:02:40,036 - mmaction - INFO - Epoch [38][3260/3757] lr: 1.000e-02, eta: 5 days, 7:08:47, time: 1.983, data_time: 0.009, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7523, loss_cls: 2.0408, loss: 2.0408, grad_norm: 5.7042 2020-07-28 09:03:16,937 - mmaction - INFO - Epoch [38][3280/3757] lr: 1.000e-02, eta: 5 days, 7:08:04, time: 1.852, data_time: 0.010, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7383, loss_cls: 2.0940, loss: 2.0940, grad_norm: 5.5890 2020-07-28 09:03:55,223 - mmaction - INFO - Epoch [38][3300/3757] lr: 1.000e-02, eta: 5 days, 7:07:23, time: 1.906, data_time: 0.013, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7617, loss_cls: 1.9699, loss: 1.9699, grad_norm: 5.5831 2020-07-28 09:04:34,191 - mmaction - INFO - Epoch [38][3320/3757] lr: 1.000e-02, eta: 5 days, 7:06:44, time: 1.958, data_time: 0.012, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7438, loss_cls: 2.1252, loss: 2.1252, grad_norm: 5.7549 2020-07-28 09:05:13,076 - mmaction - INFO - Epoch [38][3340/3757] lr: 1.000e-02, eta: 5 days, 7:06:04, time: 1.940, data_time: 0.006, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7602, loss_cls: 2.0388, loss: 2.0388, grad_norm: 5.5511 2020-07-28 09:05:53,861 - mmaction - INFO - Epoch [38][3360/3757] lr: 1.000e-02, eta: 5 days, 7:05:27, time: 2.041, data_time: 0.006, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7680, loss_cls: 1.9840, loss: 1.9840, grad_norm: 5.5872 2020-07-28 09:06:31,540 - mmaction - INFO - Epoch [38][3380/3757] lr: 1.000e-02, eta: 5 days, 7:04:45, time: 1.884, data_time: 0.003, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7719, loss_cls: 1.9701, loss: 1.9701, grad_norm: 5.6108 2020-07-28 09:07:11,203 - mmaction - INFO - Epoch [38][3400/3757] lr: 1.000e-02, eta: 5 days, 7:04:07, time: 1.975, data_time: 0.225, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7492, loss_cls: 2.0688, loss: 2.0688, grad_norm: 5.5353 2020-07-28 09:07:48,427 - mmaction - INFO - Epoch [38][3420/3757] lr: 1.000e-02, eta: 5 days, 7:03:24, time: 1.870, data_time: 0.051, memory: 5170, top1_acc: 0.5062, top5_acc: 0.7523, loss_cls: 2.0721, loss: 2.0721, grad_norm: 5.6069 2020-07-28 09:08:28,738 - mmaction - INFO - Epoch [38][3440/3757] lr: 1.000e-02, eta: 5 days, 7:02:47, time: 2.010, data_time: 0.104, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7422, loss_cls: 2.1496, loss: 2.1496, grad_norm: 5.8662 2020-07-28 09:09:06,162 - mmaction - INFO - Epoch [38][3460/3757] lr: 1.000e-02, eta: 5 days, 7:02:05, time: 1.877, data_time: 0.560, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7570, loss_cls: 2.0517, loss: 2.0517, grad_norm: 5.4112 2020-07-28 09:09:47,768 - mmaction - INFO - Epoch [38][3480/3757] lr: 1.000e-02, eta: 5 days, 7:01:29, time: 2.076, data_time: 0.723, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7586, loss_cls: 2.0504, loss: 2.0504, grad_norm: 5.4132 2020-07-28 09:10:27,944 - mmaction - INFO - Epoch [38][3500/3757] lr: 1.000e-02, eta: 5 days, 7:00:52, time: 2.008, data_time: 0.134, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7531, loss_cls: 2.0473, loss: 2.0473, grad_norm: 5.5833 2020-07-28 09:11:09,186 - mmaction - INFO - Epoch [38][3520/3757] lr: 1.000e-02, eta: 5 days, 7:00:16, time: 2.065, data_time: 0.009, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7773, loss_cls: 1.9629, loss: 1.9629, grad_norm: 5.7208 2020-07-28 09:11:42,999 - mmaction - INFO - Epoch [38][3540/3757] lr: 1.000e-02, eta: 5 days, 6:59:28, time: 1.692, data_time: 0.035, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7523, loss_cls: 2.0101, loss: 2.0101, grad_norm: 5.5530 2020-07-28 09:12:25,958 - mmaction - INFO - Epoch [38][3560/3757] lr: 1.000e-02, eta: 5 days, 6:58:55, time: 2.149, data_time: 0.271, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7688, loss_cls: 1.9668, loss: 1.9668, grad_norm: 5.3962 2020-07-28 09:13:03,849 - mmaction - INFO - Epoch [38][3580/3757] lr: 1.000e-02, eta: 5 days, 6:58:13, time: 1.896, data_time: 0.014, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7680, loss_cls: 2.0453, loss: 2.0453, grad_norm: 5.6438 2020-07-28 09:13:43,181 - mmaction - INFO - Epoch [38][3600/3757] lr: 1.000e-02, eta: 5 days, 6:57:34, time: 1.965, data_time: 0.002, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7625, loss_cls: 2.0572, loss: 2.0572, grad_norm: 5.8323 2020-07-28 09:14:22,808 - mmaction - INFO - Epoch [38][3620/3757] lr: 1.000e-02, eta: 5 days, 6:56:56, time: 1.976, data_time: 0.009, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7625, loss_cls: 2.0218, loss: 2.0218, grad_norm: 5.7476 2020-07-28 09:14:58,482 - mmaction - INFO - Epoch [38][3640/3757] lr: 1.000e-02, eta: 5 days, 6:56:11, time: 1.787, data_time: 0.073, memory: 5170, top1_acc: 0.5031, top5_acc: 0.7391, loss_cls: 2.1479, loss: 2.1479, grad_norm: 5.9009 2020-07-28 09:15:43,479 - mmaction - INFO - Epoch [38][3660/3757] lr: 1.000e-02, eta: 5 days, 6:55:41, time: 2.247, data_time: 0.080, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7914, loss_cls: 1.8836, loss: 1.8836, grad_norm: 5.7484 2020-07-28 09:16:18,363 - mmaction - INFO - Epoch [38][3680/3757] lr: 1.000e-02, eta: 5 days, 6:54:55, time: 1.751, data_time: 0.011, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7633, loss_cls: 2.0523, loss: 2.0523, grad_norm: 5.7930 2020-07-28 09:16:52,716 - mmaction - INFO - Epoch [38][3700/3757] lr: 1.000e-02, eta: 5 days, 6:54:07, time: 1.711, data_time: 0.076, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7680, loss_cls: 1.9971, loss: 1.9971, grad_norm: 5.7596 2020-07-28 09:17:30,897 - mmaction - INFO - Epoch [38][3720/3757] lr: 1.000e-02, eta: 5 days, 6:53:27, time: 1.913, data_time: 0.091, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7555, loss_cls: 2.0795, loss: 2.0795, grad_norm: 5.6499 2020-07-28 09:18:09,262 - mmaction - INFO - Epoch [38][3740/3757] lr: 1.000e-02, eta: 5 days, 6:52:46, time: 1.919, data_time: 0.132, memory: 5170, top1_acc: 0.5500, top5_acc: 0.7680, loss_cls: 1.9503, loss: 1.9503, grad_norm: 5.4385 2020-07-28 09:18:36,275 - mmaction - INFO - Saving checkpoint at 38 epochs 2020-07-28 09:19:35,930 - mmaction - INFO - Epoch [39][20/3757] lr: 1.000e-02, eta: 5 days, 6:51:10, time: 2.897, data_time: 1.284, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7453, loss_cls: 2.0775, loss: 2.0775, grad_norm: 5.7903 2020-07-28 09:20:15,543 - mmaction - INFO - Epoch [39][40/3757] lr: 1.000e-02, eta: 5 days, 6:50:31, time: 1.983, data_time: 0.011, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7539, loss_cls: 2.0114, loss: 2.0114, grad_norm: 5.6871 2020-07-28 09:20:53,253 - mmaction - INFO - Epoch [39][60/3757] lr: 1.000e-02, eta: 5 days, 6:49:50, time: 1.887, data_time: 0.010, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7633, loss_cls: 2.0327, loss: 2.0327, grad_norm: 5.7070 2020-07-28 09:21:33,608 - mmaction - INFO - Epoch [39][80/3757] lr: 1.000e-02, eta: 5 days, 6:49:12, time: 2.021, data_time: 0.036, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7648, loss_cls: 2.0304, loss: 2.0304, grad_norm: 5.7362 2020-07-28 09:22:11,009 - mmaction - INFO - Epoch [39][100/3757] lr: 1.000e-02, eta: 5 days, 6:48:30, time: 1.870, data_time: 1.046, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7773, loss_cls: 1.9436, loss: 1.9436, grad_norm: 5.6919 2020-07-28 09:22:52,980 - mmaction - INFO - Epoch [39][120/3757] lr: 1.000e-02, eta: 5 days, 6:47:55, time: 2.098, data_time: 0.778, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7805, loss_cls: 1.9883, loss: 1.9883, grad_norm: 5.5640 2020-07-28 09:23:32,421 - mmaction - INFO - Epoch [39][140/3757] lr: 1.000e-02, eta: 5 days, 6:47:17, time: 1.972, data_time: 0.480, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7672, loss_cls: 1.9569, loss: 1.9569, grad_norm: 5.6070 2020-07-28 09:24:08,842 - mmaction - INFO - Epoch [39][160/3757] lr: 1.000e-02, eta: 5 days, 6:46:33, time: 1.821, data_time: 0.624, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7656, loss_cls: 1.9994, loss: 1.9994, grad_norm: 5.5873 2020-07-28 09:24:49,135 - mmaction - INFO - Epoch [39][180/3757] lr: 1.000e-02, eta: 5 days, 6:45:55, time: 2.015, data_time: 0.713, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7602, loss_cls: 1.9830, loss: 1.9830, grad_norm: 5.5836 2020-07-28 09:25:27,263 - mmaction - INFO - Epoch [39][200/3757] lr: 1.000e-02, eta: 5 days, 6:45:14, time: 1.900, data_time: 0.104, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7742, loss_cls: 1.9468, loss: 1.9468, grad_norm: 5.6749 2020-07-28 09:26:05,362 - mmaction - INFO - Epoch [39][220/3757] lr: 1.000e-02, eta: 5 days, 6:44:33, time: 1.910, data_time: 0.024, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7742, loss_cls: 2.0146, loss: 2.0146, grad_norm: 5.7984 2020-07-28 09:26:48,920 - mmaction - INFO - Epoch [39][240/3757] lr: 1.000e-02, eta: 5 days, 6:44:01, time: 2.172, data_time: 0.635, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7867, loss_cls: 1.9381, loss: 1.9381, grad_norm: 5.5517 2020-07-28 09:27:23,259 - mmaction - INFO - Epoch [39][260/3757] lr: 1.000e-02, eta: 5 days, 6:43:14, time: 1.723, data_time: 0.890, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7633, loss_cls: 2.0289, loss: 2.0289, grad_norm: 5.9462 2020-07-28 09:28:03,702 - mmaction - INFO - Epoch [39][280/3757] lr: 1.000e-02, eta: 5 days, 6:42:37, time: 2.020, data_time: 0.457, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7648, loss_cls: 1.9977, loss: 1.9977, grad_norm: 5.6955 2020-07-28 09:28:43,793 - mmaction - INFO - Epoch [39][300/3757] lr: 1.000e-02, eta: 5 days, 6:41:59, time: 2.007, data_time: 1.283, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7625, loss_cls: 2.1089, loss: 2.1089, grad_norm: 5.7641 2020-07-28 09:29:21,256 - mmaction - INFO - Epoch [39][320/3757] lr: 1.000e-02, eta: 5 days, 6:41:17, time: 1.868, data_time: 0.963, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7711, loss_cls: 1.9957, loss: 1.9957, grad_norm: 5.5705 2020-07-28 09:30:01,385 - mmaction - INFO - Epoch [39][340/3757] lr: 1.000e-02, eta: 5 days, 6:40:39, time: 2.013, data_time: 1.106, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7688, loss_cls: 1.9905, loss: 1.9905, grad_norm: 5.5477 2020-07-28 09:30:44,150 - mmaction - INFO - Epoch [39][360/3757] lr: 1.000e-02, eta: 5 days, 6:40:06, time: 2.135, data_time: 1.558, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7625, loss_cls: 1.9712, loss: 1.9712, grad_norm: 5.4721 2020-07-28 09:31:21,166 - mmaction - INFO - Epoch [39][380/3757] lr: 1.000e-02, eta: 5 days, 6:39:23, time: 1.852, data_time: 1.292, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7812, loss_cls: 1.9457, loss: 1.9457, grad_norm: 5.7571 2020-07-28 09:31:57,098 - mmaction - INFO - Epoch [39][400/3757] lr: 1.000e-02, eta: 5 days, 6:38:38, time: 1.792, data_time: 0.900, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7383, loss_cls: 2.1245, loss: 2.1245, grad_norm: 6.0615 2020-07-28 09:32:34,505 - mmaction - INFO - Epoch [39][420/3757] lr: 1.000e-02, eta: 5 days, 6:37:56, time: 1.876, data_time: 0.356, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7719, loss_cls: 2.0029, loss: 2.0029, grad_norm: 5.9410 2020-07-28 09:33:17,927 - mmaction - INFO - Epoch [39][440/3757] lr: 1.000e-02, eta: 5 days, 6:37:24, time: 2.163, data_time: 0.181, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7797, loss_cls: 1.9070, loss: 1.9070, grad_norm: 5.6093 2020-07-28 09:33:55,875 - mmaction - INFO - Epoch [39][460/3757] lr: 1.000e-02, eta: 5 days, 6:36:43, time: 1.904, data_time: 0.011, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7445, loss_cls: 2.0797, loss: 2.0797, grad_norm: 5.8713 2020-07-28 09:34:32,398 - mmaction - INFO - Epoch [39][480/3757] lr: 1.000e-02, eta: 5 days, 6:35:59, time: 1.821, data_time: 0.009, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7820, loss_cls: 1.9174, loss: 1.9174, grad_norm: 5.5582 2020-07-28 09:35:14,372 - mmaction - INFO - Epoch [39][500/3757] lr: 1.000e-02, eta: 5 days, 6:35:24, time: 2.106, data_time: 0.262, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7625, loss_cls: 1.9815, loss: 1.9815, grad_norm: 5.4884 2020-07-28 09:35:56,278 - mmaction - INFO - Epoch [39][520/3757] lr: 1.000e-02, eta: 5 days, 6:34:50, time: 2.097, data_time: 0.321, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7312, loss_cls: 2.1206, loss: 2.1206, grad_norm: 5.6879 2020-07-28 09:36:33,719 - mmaction - INFO - Epoch [39][540/3757] lr: 1.000e-02, eta: 5 days, 6:34:07, time: 1.870, data_time: 0.008, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7562, loss_cls: 2.0303, loss: 2.0303, grad_norm: 5.8098 2020-07-28 09:37:09,662 - mmaction - INFO - Epoch [39][560/3757] lr: 1.000e-02, eta: 5 days, 6:33:23, time: 1.798, data_time: 0.009, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7703, loss_cls: 1.9528, loss: 1.9528, grad_norm: 5.5511 2020-07-28 09:37:48,960 - mmaction - INFO - Epoch [39][580/3757] lr: 1.000e-02, eta: 5 days, 6:32:44, time: 1.965, data_time: 0.003, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7688, loss_cls: 2.0542, loss: 2.0542, grad_norm: 5.6895 2020-07-28 09:38:26,226 - mmaction - INFO - Epoch [39][600/3757] lr: 1.000e-02, eta: 5 days, 6:32:02, time: 1.863, data_time: 0.074, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7875, loss_cls: 1.9032, loss: 1.9032, grad_norm: 5.6713 2020-07-28 09:39:04,809 - mmaction - INFO - Epoch [39][620/3757] lr: 1.000e-02, eta: 5 days, 6:31:21, time: 1.930, data_time: 0.042, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7680, loss_cls: 1.9329, loss: 1.9329, grad_norm: 5.6037 2020-07-28 09:39:44,888 - mmaction - INFO - Epoch [39][640/3757] lr: 1.000e-02, eta: 5 days, 6:30:43, time: 1.997, data_time: 0.037, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7742, loss_cls: 1.9997, loss: 1.9997, grad_norm: 5.8502 2020-07-28 09:40:25,445 - mmaction - INFO - Epoch [39][660/3757] lr: 1.000e-02, eta: 5 days, 6:30:06, time: 2.028, data_time: 0.193, memory: 5170, top1_acc: 0.5633, top5_acc: 0.7898, loss_cls: 1.8853, loss: 1.8853, grad_norm: 5.6591 2020-07-28 09:41:02,998 - mmaction - INFO - Epoch [39][680/3757] lr: 1.000e-02, eta: 5 days, 6:29:25, time: 1.884, data_time: 0.011, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7609, loss_cls: 2.0133, loss: 2.0133, grad_norm: 5.5737 2020-07-28 09:41:42,426 - mmaction - INFO - Epoch [39][700/3757] lr: 1.000e-02, eta: 5 days, 6:28:46, time: 1.970, data_time: 0.009, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7672, loss_cls: 2.0378, loss: 2.0378, grad_norm: 5.8656 2020-07-28 09:42:20,624 - mmaction - INFO - Epoch [39][720/3757] lr: 1.000e-02, eta: 5 days, 6:28:05, time: 1.912, data_time: 0.008, memory: 5170, top1_acc: 0.5563, top5_acc: 0.7781, loss_cls: 1.9364, loss: 1.9364, grad_norm: 5.5916 2020-07-28 09:43:01,321 - mmaction - INFO - Epoch [39][740/3757] lr: 1.000e-02, eta: 5 days, 6:27:28, time: 2.030, data_time: 0.009, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7547, loss_cls: 2.1376, loss: 2.1376, grad_norm: 5.8802 2020-07-28 09:43:40,568 - mmaction - INFO - Epoch [39][760/3757] lr: 1.000e-02, eta: 5 days, 6:26:49, time: 1.967, data_time: 0.015, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7633, loss_cls: 1.9973, loss: 1.9973, grad_norm: 5.7398 2020-07-28 09:44:20,434 - mmaction - INFO - Epoch [39][780/3757] lr: 1.000e-02, eta: 5 days, 6:26:11, time: 1.991, data_time: 0.004, memory: 5170, top1_acc: 0.5477, top5_acc: 0.7711, loss_cls: 1.9360, loss: 1.9360, grad_norm: 5.5910 2020-07-28 09:45:00,253 - mmaction - INFO - Epoch [39][800/3757] lr: 1.000e-02, eta: 5 days, 6:25:32, time: 1.990, data_time: 0.008, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7586, loss_cls: 2.0668, loss: 2.0668, grad_norm: 5.9127 2020-07-28 09:45:39,277 - mmaction - INFO - Epoch [39][820/3757] lr: 1.000e-02, eta: 5 days, 6:24:53, time: 1.948, data_time: 0.010, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.0597, loss: 2.0597, grad_norm: 5.7285 2020-07-28 09:46:19,636 - mmaction - INFO - Epoch [39][840/3757] lr: 1.000e-02, eta: 5 days, 6:24:16, time: 2.025, data_time: 0.011, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7711, loss_cls: 2.0101, loss: 2.0101, grad_norm: 5.6939 2020-07-28 09:46:58,655 - mmaction - INFO - Epoch [39][860/3757] lr: 1.000e-02, eta: 5 days, 6:23:36, time: 1.949, data_time: 0.007, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7828, loss_cls: 1.9467, loss: 1.9467, grad_norm: 5.7336 2020-07-28 09:47:34,019 - mmaction - INFO - Epoch [39][880/3757] lr: 1.000e-02, eta: 5 days, 6:22:51, time: 1.769, data_time: 0.004, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7766, loss_cls: 1.9655, loss: 1.9655, grad_norm: 5.6892 2020-07-28 09:48:14,392 - mmaction - INFO - Epoch [39][900/3757] lr: 1.000e-02, eta: 5 days, 6:22:13, time: 2.014, data_time: 0.008, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7641, loss_cls: 2.0488, loss: 2.0488, grad_norm: 5.6856 2020-07-28 09:48:55,974 - mmaction - INFO - Epoch [39][920/3757] lr: 1.000e-02, eta: 5 days, 6:21:38, time: 2.075, data_time: 0.014, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7641, loss_cls: 2.0101, loss: 2.0101, grad_norm: 5.6684 2020-07-28 09:49:31,723 - mmaction - INFO - Epoch [39][940/3757] lr: 1.000e-02, eta: 5 days, 6:20:53, time: 1.796, data_time: 0.047, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7445, loss_cls: 2.0451, loss: 2.0451, grad_norm: 5.6509 2020-07-28 09:50:11,085 - mmaction - INFO - Epoch [39][960/3757] lr: 1.000e-02, eta: 5 days, 6:20:14, time: 1.967, data_time: 0.011, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7516, loss_cls: 2.0847, loss: 2.0847, grad_norm: 5.8587 2020-07-28 09:50:48,257 - mmaction - INFO - Epoch [39][980/3757] lr: 1.000e-02, eta: 5 days, 6:19:32, time: 1.859, data_time: 0.005, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7422, loss_cls: 2.1353, loss: 2.1353, grad_norm: 5.6160 2020-07-28 09:51:25,933 - mmaction - INFO - Epoch [39][1000/3757] lr: 1.000e-02, eta: 5 days, 6:18:50, time: 1.878, data_time: 0.027, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7641, loss_cls: 2.0857, loss: 2.0857, grad_norm: 5.8101 2020-07-28 09:52:06,914 - mmaction - INFO - Epoch [39][1020/3757] lr: 1.000e-02, eta: 5 days, 6:18:14, time: 2.057, data_time: 0.010, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7766, loss_cls: 1.9550, loss: 1.9550, grad_norm: 5.8487 2020-07-28 09:52:42,152 - mmaction - INFO - Epoch [39][1040/3757] lr: 1.000e-02, eta: 5 days, 6:17:28, time: 1.762, data_time: 0.002, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7695, loss_cls: 2.0118, loss: 2.0118, grad_norm: 5.7298 2020-07-28 09:53:23,152 - mmaction - INFO - Epoch [39][1060/3757] lr: 1.000e-02, eta: 5 days, 6:16:52, time: 2.050, data_time: 0.002, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7500, loss_cls: 2.1031, loss: 2.1031, grad_norm: 5.9047 2020-07-28 09:54:05,069 - mmaction - INFO - Epoch [39][1080/3757] lr: 1.000e-02, eta: 5 days, 6:16:17, time: 2.096, data_time: 0.008, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7773, loss_cls: 2.0062, loss: 2.0062, grad_norm: 5.5812 2020-07-28 09:54:40,801 - mmaction - INFO - Epoch [39][1100/3757] lr: 1.000e-02, eta: 5 days, 6:15:32, time: 1.786, data_time: 0.002, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7742, loss_cls: 1.9168, loss: 1.9168, grad_norm: 5.5835 2020-07-28 09:55:23,678 - mmaction - INFO - Epoch [39][1120/3757] lr: 1.000e-02, eta: 5 days, 6:14:59, time: 2.142, data_time: 0.009, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7727, loss_cls: 1.9976, loss: 1.9976, grad_norm: 5.7854 2020-07-28 09:56:00,352 - mmaction - INFO - Epoch [39][1140/3757] lr: 1.000e-02, eta: 5 days, 6:14:15, time: 1.835, data_time: 0.011, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7523, loss_cls: 2.0876, loss: 2.0876, grad_norm: 5.7319 2020-07-28 09:56:41,038 - mmaction - INFO - Epoch [39][1160/3757] lr: 1.000e-02, eta: 5 days, 6:13:39, time: 2.035, data_time: 0.011, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7852, loss_cls: 1.9275, loss: 1.9275, grad_norm: 5.8321 2020-07-28 09:57:19,189 - mmaction - INFO - Epoch [39][1180/3757] lr: 1.000e-02, eta: 5 days, 6:12:57, time: 1.904, data_time: 0.007, memory: 5170, top1_acc: 0.5516, top5_acc: 0.7766, loss_cls: 1.9391, loss: 1.9391, grad_norm: 5.5731 2020-07-28 09:57:54,644 - mmaction - INFO - Epoch [39][1200/3757] lr: 1.000e-02, eta: 5 days, 6:12:12, time: 1.776, data_time: 0.142, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7586, loss_cls: 1.9878, loss: 1.9878, grad_norm: 5.6890 2020-07-28 09:58:35,818 - mmaction - INFO - Epoch [39][1220/3757] lr: 1.000e-02, eta: 5 days, 6:11:36, time: 2.059, data_time: 0.003, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.0766, loss: 2.0766, grad_norm: 5.7077 2020-07-28 09:59:18,860 - mmaction - INFO - Epoch [39][1240/3757] lr: 1.000e-02, eta: 5 days, 6:11:03, time: 2.147, data_time: 0.007, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7688, loss_cls: 1.9371, loss: 1.9371, grad_norm: 5.5933 2020-07-28 09:59:57,737 - mmaction - INFO - Epoch [39][1260/3757] lr: 1.000e-02, eta: 5 days, 6:10:23, time: 1.949, data_time: 0.011, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7586, loss_cls: 2.0504, loss: 2.0504, grad_norm: 5.8113 2020-07-28 10:00:36,585 - mmaction - INFO - Epoch [39][1280/3757] lr: 1.000e-02, eta: 5 days, 6:09:43, time: 1.928, data_time: 0.007, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7711, loss_cls: 2.0071, loss: 2.0071, grad_norm: 5.7099 2020-07-28 10:01:16,570 - mmaction - INFO - Epoch [39][1300/3757] lr: 1.000e-02, eta: 5 days, 6:09:06, time: 2.014, data_time: 0.034, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7703, loss_cls: 1.9504, loss: 1.9504, grad_norm: 5.6804 2020-07-28 10:01:51,171 - mmaction - INFO - Epoch [39][1320/3757] lr: 1.000e-02, eta: 5 days, 6:08:19, time: 1.723, data_time: 0.064, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7859, loss_cls: 1.9527, loss: 1.9527, grad_norm: 5.7934 2020-07-28 10:02:29,414 - mmaction - INFO - Epoch [39][1340/3757] lr: 1.000e-02, eta: 5 days, 6:07:38, time: 1.920, data_time: 0.275, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7766, loss_cls: 1.9975, loss: 1.9975, grad_norm: 5.5769 2020-07-28 10:03:08,393 - mmaction - INFO - Epoch [39][1360/3757] lr: 1.000e-02, eta: 5 days, 6:06:59, time: 1.942, data_time: 0.905, memory: 5170, top1_acc: 0.5023, top5_acc: 0.7742, loss_cls: 2.0548, loss: 2.0548, grad_norm: 5.7273 2020-07-28 10:03:48,675 - mmaction - INFO - Epoch [39][1380/3757] lr: 1.000e-02, eta: 5 days, 6:06:21, time: 2.019, data_time: 0.686, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7688, loss_cls: 1.9738, loss: 1.9738, grad_norm: 5.6637 2020-07-28 10:04:28,556 - mmaction - INFO - Epoch [39][1400/3757] lr: 1.000e-02, eta: 5 days, 6:05:43, time: 1.991, data_time: 0.010, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7805, loss_cls: 2.0417, loss: 2.0417, grad_norm: 5.7735 2020-07-28 10:05:06,751 - mmaction - INFO - Epoch [39][1420/3757] lr: 1.000e-02, eta: 5 days, 6:05:02, time: 1.912, data_time: 0.009, memory: 5170, top1_acc: 0.5516, top5_acc: 0.7836, loss_cls: 1.9144, loss: 1.9144, grad_norm: 5.4746 2020-07-28 10:05:45,445 - mmaction - INFO - Epoch [39][1440/3757] lr: 1.000e-02, eta: 5 days, 6:04:22, time: 1.934, data_time: 0.004, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7711, loss_cls: 2.0042, loss: 2.0042, grad_norm: 5.7162 2020-07-28 10:06:24,782 - mmaction - INFO - Epoch [39][1460/3757] lr: 1.000e-02, eta: 5 days, 6:03:43, time: 1.966, data_time: 0.010, memory: 5170, top1_acc: 0.5516, top5_acc: 0.7719, loss_cls: 1.9335, loss: 1.9335, grad_norm: 5.5464 2020-07-28 10:07:02,964 - mmaction - INFO - Epoch [39][1480/3757] lr: 1.000e-02, eta: 5 days, 6:03:02, time: 1.912, data_time: 0.136, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7406, loss_cls: 2.1120, loss: 2.1120, grad_norm: 5.8015 2020-07-28 10:07:39,856 - mmaction - INFO - Epoch [39][1500/3757] lr: 1.000e-02, eta: 5 days, 6:02:19, time: 1.837, data_time: 0.177, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7594, loss_cls: 2.0345, loss: 2.0345, grad_norm: 5.6349 2020-07-28 10:08:21,429 - mmaction - INFO - Epoch [39][1520/3757] lr: 1.000e-02, eta: 5 days, 6:01:44, time: 2.086, data_time: 0.027, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7758, loss_cls: 2.0186, loss: 2.0186, grad_norm: 5.7339 2020-07-28 10:08:58,020 - mmaction - INFO - Epoch [39][1540/3757] lr: 1.000e-02, eta: 5 days, 6:01:00, time: 1.823, data_time: 0.008, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7766, loss_cls: 2.0025, loss: 2.0025, grad_norm: 5.6346 2020-07-28 10:09:37,155 - mmaction - INFO - Epoch [39][1560/3757] lr: 1.000e-02, eta: 5 days, 6:00:21, time: 1.963, data_time: 0.010, memory: 5170, top1_acc: 0.5008, top5_acc: 0.7320, loss_cls: 2.2341, loss: 2.2341, grad_norm: 6.0741 2020-07-28 10:10:17,648 - mmaction - INFO - Epoch [39][1580/3757] lr: 1.000e-02, eta: 5 days, 5:59:44, time: 2.019, data_time: 0.009, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7586, loss_cls: 2.0325, loss: 2.0325, grad_norm: 5.6357 2020-07-28 10:10:58,060 - mmaction - INFO - Epoch [39][1600/3757] lr: 1.000e-02, eta: 5 days, 5:59:07, time: 2.021, data_time: 0.023, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7523, loss_cls: 2.0636, loss: 2.0636, grad_norm: 5.8193 2020-07-28 10:11:36,033 - mmaction - INFO - Epoch [39][1620/3757] lr: 1.000e-02, eta: 5 days, 5:58:26, time: 1.906, data_time: 0.075, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7688, loss_cls: 2.0366, loss: 2.0366, grad_norm: 5.8417 2020-07-28 10:12:15,816 - mmaction - INFO - Epoch [39][1640/3757] lr: 1.000e-02, eta: 5 days, 5:57:47, time: 1.989, data_time: 0.064, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7570, loss_cls: 2.0628, loss: 2.0628, grad_norm: 5.7386 2020-07-28 10:12:58,057 - mmaction - INFO - Epoch [39][1660/3757] lr: 1.000e-02, eta: 5 days, 5:57:13, time: 2.112, data_time: 0.272, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7750, loss_cls: 1.9480, loss: 1.9480, grad_norm: 5.5537 2020-07-28 10:13:34,333 - mmaction - INFO - Epoch [39][1680/3757] lr: 1.000e-02, eta: 5 days, 5:56:29, time: 1.813, data_time: 0.016, memory: 5170, top1_acc: 0.5523, top5_acc: 0.7852, loss_cls: 1.8830, loss: 1.8830, grad_norm: 5.5657 2020-07-28 10:14:16,141 - mmaction - INFO - Epoch [39][1700/3757] lr: 1.000e-02, eta: 5 days, 5:55:54, time: 2.086, data_time: 0.021, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7672, loss_cls: 2.0251, loss: 2.0251, grad_norm: 5.7051 2020-07-28 10:14:56,142 - mmaction - INFO - Epoch [39][1720/3757] lr: 1.000e-02, eta: 5 days, 5:55:16, time: 2.004, data_time: 0.009, memory: 5170, top1_acc: 0.4961, top5_acc: 0.7484, loss_cls: 2.0855, loss: 2.0855, grad_norm: 5.9161 2020-07-28 10:15:37,651 - mmaction - INFO - Epoch [39][1740/3757] lr: 1.000e-02, eta: 5 days, 5:54:40, time: 2.071, data_time: 0.003, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7719, loss_cls: 1.9970, loss: 1.9970, grad_norm: 5.8072 2020-07-28 10:16:14,109 - mmaction - INFO - Epoch [39][1760/3757] lr: 1.000e-02, eta: 5 days, 5:53:57, time: 1.828, data_time: 0.018, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7664, loss_cls: 2.0722, loss: 2.0722, grad_norm: 5.7942 2020-07-28 10:16:54,180 - mmaction - INFO - Epoch [39][1780/3757] lr: 1.000e-02, eta: 5 days, 5:53:19, time: 2.000, data_time: 0.012, memory: 5170, top1_acc: 0.5500, top5_acc: 0.7789, loss_cls: 1.9327, loss: 1.9327, grad_norm: 5.4788 2020-07-28 10:17:32,361 - mmaction - INFO - Epoch [39][1800/3757] lr: 1.000e-02, eta: 5 days, 5:52:38, time: 1.912, data_time: 0.009, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7742, loss_cls: 1.9792, loss: 1.9792, grad_norm: 5.6125 2020-07-28 10:18:10,942 - mmaction - INFO - Epoch [39][1820/3757] lr: 1.000e-02, eta: 5 days, 5:51:58, time: 1.927, data_time: 0.008, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7617, loss_cls: 2.0524, loss: 2.0524, grad_norm: 5.7610 2020-07-28 10:18:53,333 - mmaction - INFO - Epoch [39][1840/3757] lr: 1.000e-02, eta: 5 days, 5:51:24, time: 2.121, data_time: 0.011, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7656, loss_cls: 2.0749, loss: 2.0749, grad_norm: 5.7301 2020-07-28 10:19:32,173 - mmaction - INFO - Epoch [39][1860/3757] lr: 1.000e-02, eta: 5 days, 5:50:44, time: 1.942, data_time: 0.008, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7688, loss_cls: 2.0558, loss: 2.0558, grad_norm: 5.7863 2020-07-28 10:20:08,935 - mmaction - INFO - Epoch [39][1880/3757] lr: 1.000e-02, eta: 5 days, 5:50:01, time: 1.838, data_time: 0.003, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7633, loss_cls: 2.0480, loss: 2.0480, grad_norm: 5.6723 2020-07-28 10:20:44,278 - mmaction - INFO - Epoch [39][1900/3757] lr: 1.000e-02, eta: 5 days, 5:49:15, time: 1.767, data_time: 0.029, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7539, loss_cls: 2.0456, loss: 2.0456, grad_norm: 5.5294 2020-07-28 10:21:26,546 - mmaction - INFO - Epoch [39][1920/3757] lr: 1.000e-02, eta: 5 days, 5:48:41, time: 2.114, data_time: 0.008, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7594, loss_cls: 2.0350, loss: 2.0350, grad_norm: 5.5191 2020-07-28 10:22:08,027 - mmaction - INFO - Epoch [39][1940/3757] lr: 1.000e-02, eta: 5 days, 5:48:06, time: 2.072, data_time: 0.002, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7672, loss_cls: 2.0136, loss: 2.0136, grad_norm: 5.6751 2020-07-28 10:22:50,504 - mmaction - INFO - Epoch [39][1960/3757] lr: 1.000e-02, eta: 5 days, 5:47:32, time: 2.126, data_time: 0.009, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7492, loss_cls: 2.0473, loss: 2.0473, grad_norm: 5.5493 2020-07-28 10:23:26,326 - mmaction - INFO - Epoch [39][1980/3757] lr: 1.000e-02, eta: 5 days, 5:46:47, time: 1.790, data_time: 0.009, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7648, loss_cls: 1.9738, loss: 1.9738, grad_norm: 5.5250 2020-07-28 10:24:04,695 - mmaction - INFO - Epoch [39][2000/3757] lr: 1.000e-02, eta: 5 days, 5:46:06, time: 1.916, data_time: 0.014, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7594, loss_cls: 2.0401, loss: 2.0401, grad_norm: 5.8302 2020-07-28 10:24:44,902 - mmaction - INFO - Epoch [39][2020/3757] lr: 1.000e-02, eta: 5 days, 5:45:29, time: 2.015, data_time: 0.006, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7664, loss_cls: 1.9764, loss: 1.9764, grad_norm: 5.5746 2020-07-28 10:25:23,221 - mmaction - INFO - Epoch [39][2040/3757] lr: 1.000e-02, eta: 5 days, 5:44:48, time: 1.908, data_time: 0.008, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7586, loss_cls: 2.0080, loss: 2.0080, grad_norm: 5.8543 2020-07-28 10:26:01,083 - mmaction - INFO - Epoch [39][2060/3757] lr: 1.000e-02, eta: 5 days, 5:44:07, time: 1.900, data_time: 0.010, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7633, loss_cls: 1.9789, loss: 1.9789, grad_norm: 5.7157 2020-07-28 10:26:37,911 - mmaction - INFO - Epoch [39][2080/3757] lr: 1.000e-02, eta: 5 days, 5:43:23, time: 1.832, data_time: 0.008, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7477, loss_cls: 2.0819, loss: 2.0819, grad_norm: 5.9108 2020-07-28 10:27:15,862 - mmaction - INFO - Epoch [39][2100/3757] lr: 1.000e-02, eta: 5 days, 5:42:43, time: 1.908, data_time: 0.013, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7539, loss_cls: 2.1043, loss: 2.1043, grad_norm: 5.8226 2020-07-28 10:27:55,175 - mmaction - INFO - Epoch [39][2120/3757] lr: 1.000e-02, eta: 5 days, 5:42:03, time: 1.966, data_time: 0.007, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0960, loss: 2.0960, grad_norm: 5.6464 2020-07-28 10:28:34,909 - mmaction - INFO - Epoch [39][2140/3757] lr: 1.000e-02, eta: 5 days, 5:41:25, time: 1.986, data_time: 0.016, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7523, loss_cls: 2.0875, loss: 2.0875, grad_norm: 5.6046 2020-07-28 10:29:14,618 - mmaction - INFO - Epoch [39][2160/3757] lr: 1.000e-02, eta: 5 days, 5:40:47, time: 1.983, data_time: 0.008, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7750, loss_cls: 1.9580, loss: 1.9580, grad_norm: 5.5952 2020-07-28 10:29:50,822 - mmaction - INFO - Epoch [39][2180/3757] lr: 1.000e-02, eta: 5 days, 5:40:03, time: 1.812, data_time: 0.008, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7711, loss_cls: 1.9749, loss: 1.9749, grad_norm: 5.5612 2020-07-28 10:30:31,025 - mmaction - INFO - Epoch [39][2200/3757] lr: 1.000e-02, eta: 5 days, 5:39:25, time: 2.002, data_time: 0.014, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7430, loss_cls: 2.0848, loss: 2.0848, grad_norm: 5.7693 2020-07-28 10:31:08,740 - mmaction - INFO - Epoch [39][2220/3757] lr: 1.000e-02, eta: 5 days, 5:38:43, time: 1.893, data_time: 0.016, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7727, loss_cls: 2.0061, loss: 2.0061, grad_norm: 5.6559 2020-07-28 10:31:47,300 - mmaction - INFO - Epoch [39][2240/3757] lr: 1.000e-02, eta: 5 days, 5:38:03, time: 1.925, data_time: 0.010, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7680, loss_cls: 1.9865, loss: 1.9865, grad_norm: 5.5108 2020-07-28 10:32:26,815 - mmaction - INFO - Epoch [39][2260/3757] lr: 1.000e-02, eta: 5 days, 5:37:24, time: 1.977, data_time: 0.330, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7656, loss_cls: 1.9985, loss: 1.9985, grad_norm: 5.4393 2020-07-28 10:33:08,034 - mmaction - INFO - Epoch [39][2280/3757] lr: 1.000e-02, eta: 5 days, 5:36:48, time: 2.064, data_time: 0.644, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7586, loss_cls: 2.0809, loss: 2.0809, grad_norm: 5.6568 2020-07-28 10:33:48,030 - mmaction - INFO - Epoch [39][2300/3757] lr: 1.000e-02, eta: 5 days, 5:36:11, time: 2.001, data_time: 0.009, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7562, loss_cls: 2.0297, loss: 2.0297, grad_norm: 5.6253 2020-07-28 10:34:22,587 - mmaction - INFO - Epoch [39][2320/3757] lr: 1.000e-02, eta: 5 days, 5:35:24, time: 1.721, data_time: 0.002, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7641, loss_cls: 2.0323, loss: 2.0323, grad_norm: 5.8493 2020-07-28 10:34:59,862 - mmaction - INFO - Epoch [39][2340/3757] lr: 1.000e-02, eta: 5 days, 5:34:42, time: 1.869, data_time: 0.011, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7688, loss_cls: 1.9848, loss: 1.9848, grad_norm: 5.6071 2020-07-28 10:35:38,811 - mmaction - INFO - Epoch [39][2360/3757] lr: 1.000e-02, eta: 5 days, 5:34:02, time: 1.945, data_time: 0.010, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7711, loss_cls: 1.9660, loss: 1.9660, grad_norm: 5.6822 2020-07-28 10:36:18,915 - mmaction - INFO - Epoch [39][2380/3757] lr: 1.000e-02, eta: 5 days, 5:33:24, time: 2.008, data_time: 0.006, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7594, loss_cls: 2.0752, loss: 2.0752, grad_norm: 5.8082 2020-07-28 10:36:56,646 - mmaction - INFO - Epoch [39][2400/3757] lr: 1.000e-02, eta: 5 days, 5:32:42, time: 1.882, data_time: 0.019, memory: 5170, top1_acc: 0.5570, top5_acc: 0.7852, loss_cls: 1.9321, loss: 1.9321, grad_norm: 5.7635 2020-07-28 10:37:37,496 - mmaction - INFO - Epoch [39][2420/3757] lr: 1.000e-02, eta: 5 days, 5:32:06, time: 2.048, data_time: 0.009, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7625, loss_cls: 2.0817, loss: 2.0817, grad_norm: 5.9143 2020-07-28 10:38:15,484 - mmaction - INFO - Epoch [39][2440/3757] lr: 1.000e-02, eta: 5 days, 5:31:25, time: 1.899, data_time: 0.007, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7633, loss_cls: 2.0987, loss: 2.0987, grad_norm: 5.8045 2020-07-28 10:38:52,786 - mmaction - INFO - Epoch [39][2460/3757] lr: 1.000e-02, eta: 5 days, 5:30:43, time: 1.864, data_time: 0.034, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7781, loss_cls: 1.9184, loss: 1.9184, grad_norm: 5.6817 2020-07-28 10:39:32,378 - mmaction - INFO - Epoch [39][2480/3757] lr: 1.000e-02, eta: 5 days, 5:30:04, time: 1.980, data_time: 0.093, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7617, loss_cls: 2.0506, loss: 2.0506, grad_norm: 5.6318 2020-07-28 10:40:10,555 - mmaction - INFO - Epoch [39][2500/3757] lr: 1.000e-02, eta: 5 days, 5:29:23, time: 1.908, data_time: 0.011, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7727, loss_cls: 1.9926, loss: 1.9926, grad_norm: 5.7513 2020-07-28 10:40:51,095 - mmaction - INFO - Epoch [39][2520/3757] lr: 1.000e-02, eta: 5 days, 5:28:46, time: 2.021, data_time: 0.003, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7516, loss_cls: 2.0712, loss: 2.0712, grad_norm: 5.7592 2020-07-28 10:41:27,896 - mmaction - INFO - Epoch [39][2540/3757] lr: 1.000e-02, eta: 5 days, 5:28:03, time: 1.846, data_time: 0.009, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7727, loss_cls: 1.9695, loss: 1.9695, grad_norm: 5.5667 2020-07-28 10:42:10,418 - mmaction - INFO - Epoch [39][2560/3757] lr: 1.000e-02, eta: 5 days, 5:27:29, time: 2.118, data_time: 0.310, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7641, loss_cls: 2.0420, loss: 2.0420, grad_norm: 5.8193 2020-07-28 10:42:50,418 - mmaction - INFO - Epoch [39][2580/3757] lr: 1.000e-02, eta: 5 days, 5:26:51, time: 2.005, data_time: 0.094, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7703, loss_cls: 2.0323, loss: 2.0323, grad_norm: 5.7744 2020-07-28 10:43:31,318 - mmaction - INFO - Epoch [39][2600/3757] lr: 1.000e-02, eta: 5 days, 5:26:14, time: 2.044, data_time: 0.011, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7719, loss_cls: 2.0081, loss: 2.0081, grad_norm: 5.7972 2020-07-28 10:44:10,264 - mmaction - INFO - Epoch [39][2620/3757] lr: 1.000e-02, eta: 5 days, 5:25:35, time: 1.952, data_time: 0.009, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7516, loss_cls: 2.0963, loss: 2.0963, grad_norm: 5.9729 2020-07-28 10:44:49,811 - mmaction - INFO - Epoch [39][2640/3757] lr: 1.000e-02, eta: 5 days, 5:24:56, time: 1.977, data_time: 0.002, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7719, loss_cls: 2.0529, loss: 2.0529, grad_norm: 5.8211 2020-07-28 10:45:31,006 - mmaction - INFO - Epoch [39][2660/3757] lr: 1.000e-02, eta: 5 days, 5:24:20, time: 2.059, data_time: 0.007, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 1.9777, loss: 1.9777, grad_norm: 5.5578 2020-07-28 10:46:06,233 - mmaction - INFO - Epoch [39][2680/3757] lr: 1.000e-02, eta: 5 days, 5:23:35, time: 1.762, data_time: 0.003, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7672, loss_cls: 2.0274, loss: 2.0274, grad_norm: 5.7485 2020-07-28 10:46:42,579 - mmaction - INFO - Epoch [39][2700/3757] lr: 1.000e-02, eta: 5 days, 5:22:51, time: 1.809, data_time: 0.007, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7547, loss_cls: 2.0189, loss: 2.0189, grad_norm: 5.6272 2020-07-28 10:47:24,305 - mmaction - INFO - Epoch [39][2720/3757] lr: 1.000e-02, eta: 5 days, 5:22:16, time: 2.095, data_time: 0.010, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7820, loss_cls: 1.9701, loss: 1.9701, grad_norm: 5.6368 2020-07-28 10:48:00,167 - mmaction - INFO - Epoch [39][2740/3757] lr: 1.000e-02, eta: 5 days, 5:21:31, time: 1.792, data_time: 0.015, memory: 5170, top1_acc: 0.5547, top5_acc: 0.7719, loss_cls: 1.9461, loss: 1.9461, grad_norm: 5.5404 2020-07-28 10:48:42,227 - mmaction - INFO - Epoch [39][2760/3757] lr: 1.000e-02, eta: 5 days, 5:20:56, time: 2.101, data_time: 0.007, memory: 5170, top1_acc: 0.5539, top5_acc: 0.7516, loss_cls: 2.0124, loss: 2.0124, grad_norm: 5.5502 2020-07-28 10:49:18,179 - mmaction - INFO - Epoch [39][2780/3757] lr: 1.000e-02, eta: 5 days, 5:20:12, time: 1.794, data_time: 0.009, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7484, loss_cls: 2.1148, loss: 2.1148, grad_norm: 5.7291 2020-07-28 10:49:56,036 - mmaction - INFO - Epoch [39][2800/3757] lr: 1.000e-02, eta: 5 days, 5:19:31, time: 1.897, data_time: 0.498, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7570, loss_cls: 2.0637, loss: 2.0637, grad_norm: 5.7704 2020-07-28 10:50:37,773 - mmaction - INFO - Epoch [39][2820/3757] lr: 1.000e-02, eta: 5 days, 5:18:56, time: 2.088, data_time: 0.404, memory: 5170, top1_acc: 0.5648, top5_acc: 0.7781, loss_cls: 1.9605, loss: 1.9605, grad_norm: 5.5399 2020-07-28 10:51:16,524 - mmaction - INFO - Epoch [39][2840/3757] lr: 1.000e-02, eta: 5 days, 5:18:16, time: 1.934, data_time: 0.139, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7797, loss_cls: 1.9561, loss: 1.9561, grad_norm: 5.5518 2020-07-28 10:51:54,800 - mmaction - INFO - Epoch [39][2860/3757] lr: 1.000e-02, eta: 5 days, 5:17:35, time: 1.911, data_time: 0.078, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7695, loss_cls: 1.9825, loss: 1.9825, grad_norm: 5.6083 2020-07-28 10:52:31,667 - mmaction - INFO - Epoch [39][2880/3757] lr: 1.000e-02, eta: 5 days, 5:16:52, time: 1.842, data_time: 0.027, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7695, loss_cls: 2.0182, loss: 2.0182, grad_norm: 5.6379 2020-07-28 10:53:10,474 - mmaction - INFO - Epoch [39][2900/3757] lr: 1.000e-02, eta: 5 days, 5:16:12, time: 1.947, data_time: 0.766, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7648, loss_cls: 2.0043, loss: 2.0043, grad_norm: 5.5785 2020-07-28 10:53:49,156 - mmaction - INFO - Epoch [39][2920/3757] lr: 1.000e-02, eta: 5 days, 5:15:32, time: 1.926, data_time: 0.062, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7727, loss_cls: 2.0081, loss: 2.0081, grad_norm: 5.7784 2020-07-28 10:54:27,645 - mmaction - INFO - Epoch [39][2940/3757] lr: 1.000e-02, eta: 5 days, 5:14:51, time: 1.922, data_time: 0.013, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7734, loss_cls: 1.9756, loss: 1.9756, grad_norm: 5.5268 2020-07-28 10:55:05,484 - mmaction - INFO - Epoch [39][2960/3757] lr: 1.000e-02, eta: 5 days, 5:14:10, time: 1.903, data_time: 0.016, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7539, loss_cls: 2.0941, loss: 2.0941, grad_norm: 5.6881 2020-07-28 10:55:45,168 - mmaction - INFO - Epoch [39][2980/3757] lr: 1.000e-02, eta: 5 days, 5:13:32, time: 1.984, data_time: 0.003, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7852, loss_cls: 1.9086, loss: 1.9086, grad_norm: 5.4581 2020-07-28 10:56:22,195 - mmaction - INFO - Epoch [39][3000/3757] lr: 1.000e-02, eta: 5 days, 5:12:49, time: 1.852, data_time: 0.003, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7555, loss_cls: 2.0918, loss: 2.0918, grad_norm: 5.8283 2020-07-28 10:57:00,209 - mmaction - INFO - Epoch [39][3020/3757] lr: 1.000e-02, eta: 5 days, 5:12:08, time: 1.894, data_time: 0.010, memory: 5170, top1_acc: 0.5203, top5_acc: 0.7766, loss_cls: 1.9949, loss: 1.9949, grad_norm: 5.7907 2020-07-28 10:57:42,076 - mmaction - INFO - Epoch [39][3040/3757] lr: 1.000e-02, eta: 5 days, 5:11:33, time: 2.100, data_time: 0.009, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7727, loss_cls: 2.0206, loss: 2.0206, grad_norm: 5.6604 2020-07-28 10:58:19,010 - mmaction - INFO - Epoch [39][3060/3757] lr: 1.000e-02, eta: 5 days, 5:10:50, time: 1.839, data_time: 0.008, memory: 5170, top1_acc: 0.5563, top5_acc: 0.7836, loss_cls: 1.9361, loss: 1.9361, grad_norm: 5.5497 2020-07-28 10:58:58,846 - mmaction - INFO - Epoch [39][3080/3757] lr: 1.000e-02, eta: 5 days, 5:10:12, time: 1.998, data_time: 0.015, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7727, loss_cls: 2.0401, loss: 2.0401, grad_norm: 5.6965 2020-07-28 10:59:39,239 - mmaction - INFO - Epoch [39][3100/3757] lr: 1.000e-02, eta: 5 days, 5:09:35, time: 2.013, data_time: 0.008, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7656, loss_cls: 2.0231, loss: 2.0231, grad_norm: 5.8828 2020-07-28 11:00:12,353 - mmaction - INFO - Epoch [39][3120/3757] lr: 1.000e-02, eta: 5 days, 5:08:46, time: 1.651, data_time: 0.010, memory: 5170, top1_acc: 0.4922, top5_acc: 0.7273, loss_cls: 2.2070, loss: 2.2070, grad_norm: 5.8298 2020-07-28 11:00:53,789 - mmaction - INFO - Epoch [39][3140/3757] lr: 1.000e-02, eta: 5 days, 5:08:10, time: 2.083, data_time: 0.497, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.1184, loss: 2.1184, grad_norm: 5.7487 2020-07-28 11:01:32,780 - mmaction - INFO - Epoch [39][3160/3757] lr: 1.000e-02, eta: 5 days, 5:07:31, time: 1.942, data_time: 0.181, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7711, loss_cls: 2.0316, loss: 2.0316, grad_norm: 5.7558 2020-07-28 11:02:13,087 - mmaction - INFO - Epoch [39][3180/3757] lr: 1.000e-02, eta: 5 days, 5:06:53, time: 2.020, data_time: 0.583, memory: 5170, top1_acc: 0.5312, top5_acc: 0.7367, loss_cls: 2.0875, loss: 2.0875, grad_norm: 5.7315 2020-07-28 11:02:54,230 - mmaction - INFO - Epoch [39][3200/3757] lr: 1.000e-02, eta: 5 days, 5:06:17, time: 2.057, data_time: 0.560, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7781, loss_cls: 2.0089, loss: 2.0089, grad_norm: 5.7453 2020-07-28 11:03:34,703 - mmaction - INFO - Epoch [39][3220/3757] lr: 1.000e-02, eta: 5 days, 5:05:40, time: 2.026, data_time: 0.388, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7688, loss_cls: 2.0282, loss: 2.0282, grad_norm: 5.7023 2020-07-28 11:04:10,593 - mmaction - INFO - Epoch [39][3240/3757] lr: 1.000e-02, eta: 5 days, 5:04:56, time: 1.795, data_time: 0.025, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7547, loss_cls: 2.0880, loss: 2.0880, grad_norm: 5.8590 2020-07-28 11:04:48,618 - mmaction - INFO - Epoch [39][3260/3757] lr: 1.000e-02, eta: 5 days, 5:04:14, time: 1.891, data_time: 0.339, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7398, loss_cls: 2.1288, loss: 2.1288, grad_norm: 5.8857 2020-07-28 11:05:28,030 - mmaction - INFO - Epoch [39][3280/3757] lr: 1.000e-02, eta: 5 days, 5:03:35, time: 1.971, data_time: 0.448, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7508, loss_cls: 2.1144, loss: 2.1144, grad_norm: 5.8819 2020-07-28 11:06:08,953 - mmaction - INFO - Epoch [39][3300/3757] lr: 1.000e-02, eta: 5 days, 5:02:59, time: 2.053, data_time: 0.243, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7633, loss_cls: 2.0493, loss: 2.0493, grad_norm: 5.8287 2020-07-28 11:06:47,241 - mmaction - INFO - Epoch [39][3320/3757] lr: 1.000e-02, eta: 5 days, 5:02:18, time: 1.916, data_time: 0.171, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7937, loss_cls: 1.9424, loss: 1.9424, grad_norm: 5.4852 2020-07-28 11:07:30,286 - mmaction - INFO - Epoch [39][3340/3757] lr: 1.000e-02, eta: 5 days, 5:01:45, time: 2.154, data_time: 0.101, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7312, loss_cls: 2.1433, loss: 2.1433, grad_norm: 5.7090 2020-07-28 11:08:06,307 - mmaction - INFO - Epoch [39][3360/3757] lr: 1.000e-02, eta: 5 days, 5:01:01, time: 1.800, data_time: 0.003, memory: 5170, top1_acc: 0.5070, top5_acc: 0.7453, loss_cls: 2.0928, loss: 2.0928, grad_norm: 5.6582 2020-07-28 11:08:48,512 - mmaction - INFO - Epoch [39][3380/3757] lr: 1.000e-02, eta: 5 days, 5:00:26, time: 2.112, data_time: 0.014, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7656, loss_cls: 1.9910, loss: 1.9910, grad_norm: 5.5222 2020-07-28 11:09:24,664 - mmaction - INFO - Epoch [39][3400/3757] lr: 1.000e-02, eta: 5 days, 4:59:42, time: 1.805, data_time: 0.002, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7570, loss_cls: 2.0429, loss: 2.0429, grad_norm: 5.6446 2020-07-28 11:10:01,296 - mmaction - INFO - Epoch [39][3420/3757] lr: 1.000e-02, eta: 5 days, 4:58:59, time: 1.826, data_time: 0.009, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7531, loss_cls: 2.0766, loss: 2.0766, grad_norm: 5.6345 2020-07-28 11:10:41,576 - mmaction - INFO - Epoch [39][3440/3757] lr: 1.000e-02, eta: 5 days, 4:58:22, time: 2.020, data_time: 0.166, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7617, loss_cls: 2.0206, loss: 2.0206, grad_norm: 5.5824 2020-07-28 11:11:24,213 - mmaction - INFO - Epoch [39][3460/3757] lr: 1.000e-02, eta: 5 days, 4:57:48, time: 2.133, data_time: 0.034, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7672, loss_cls: 2.0911, loss: 2.0911, grad_norm: 5.7588 2020-07-28 11:11:59,860 - mmaction - INFO - Epoch [39][3480/3757] lr: 1.000e-02, eta: 5 days, 4:57:03, time: 1.782, data_time: 0.125, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7750, loss_cls: 2.0073, loss: 2.0073, grad_norm: 5.5887 2020-07-28 11:12:39,359 - mmaction - INFO - Epoch [39][3500/3757] lr: 1.000e-02, eta: 5 days, 4:56:24, time: 1.966, data_time: 0.230, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7500, loss_cls: 2.0403, loss: 2.0403, grad_norm: 5.5169 2020-07-28 11:13:18,099 - mmaction - INFO - Epoch [39][3520/3757] lr: 1.000e-02, eta: 5 days, 4:55:44, time: 1.947, data_time: 0.013, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7516, loss_cls: 2.0691, loss: 2.0691, grad_norm: 5.7465 2020-07-28 11:13:55,634 - mmaction - INFO - Epoch [39][3540/3757] lr: 1.000e-02, eta: 5 days, 4:55:02, time: 1.870, data_time: 0.009, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7742, loss_cls: 1.9830, loss: 1.9830, grad_norm: 5.5719 2020-07-28 11:14:36,022 - mmaction - INFO - Epoch [39][3560/3757] lr: 1.000e-02, eta: 5 days, 4:54:25, time: 2.027, data_time: 0.049, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7438, loss_cls: 2.1284, loss: 2.1284, grad_norm: 5.6915 2020-07-28 11:15:14,367 - mmaction - INFO - Epoch [39][3580/3757] lr: 1.000e-02, eta: 5 days, 4:53:45, time: 1.915, data_time: 0.007, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7516, loss_cls: 2.0306, loss: 2.0306, grad_norm: 5.5520 2020-07-28 11:15:54,002 - mmaction - INFO - Epoch [39][3600/3757] lr: 1.000e-02, eta: 5 days, 4:53:06, time: 1.979, data_time: 0.034, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7828, loss_cls: 1.9158, loss: 1.9158, grad_norm: 5.5608 2020-07-28 11:16:33,329 - mmaction - INFO - Epoch [39][3620/3757] lr: 1.000e-02, eta: 5 days, 4:52:27, time: 1.965, data_time: 0.086, memory: 5170, top1_acc: 0.4992, top5_acc: 0.7570, loss_cls: 2.1182, loss: 2.1182, grad_norm: 5.7750 2020-07-28 11:17:10,213 - mmaction - INFO - Epoch [39][3640/3757] lr: 1.000e-02, eta: 5 days, 4:51:44, time: 1.849, data_time: 0.330, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7477, loss_cls: 2.0850, loss: 2.0850, grad_norm: 5.7428 2020-07-28 11:17:51,952 - mmaction - INFO - Epoch [39][3660/3757] lr: 1.000e-02, eta: 5 days, 4:51:09, time: 2.089, data_time: 0.036, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7719, loss_cls: 1.9941, loss: 1.9941, grad_norm: 5.7662 2020-07-28 11:18:30,581 - mmaction - INFO - Epoch [39][3680/3757] lr: 1.000e-02, eta: 5 days, 4:50:29, time: 1.930, data_time: 0.002, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7727, loss_cls: 1.9890, loss: 1.9890, grad_norm: 5.8061 2020-07-28 11:19:09,848 - mmaction - INFO - Epoch [39][3700/3757] lr: 1.000e-02, eta: 5 days, 4:49:50, time: 1.964, data_time: 0.007, memory: 5170, top1_acc: 0.5500, top5_acc: 0.7820, loss_cls: 1.9221, loss: 1.9221, grad_norm: 5.6744 2020-07-28 11:19:45,831 - mmaction - INFO - Epoch [39][3720/3757] lr: 1.000e-02, eta: 5 days, 4:49:05, time: 1.798, data_time: 0.002, memory: 5170, top1_acc: 0.5016, top5_acc: 0.7523, loss_cls: 2.0460, loss: 2.0460, grad_norm: 5.7806 2020-07-28 11:20:25,731 - mmaction - INFO - Epoch [39][3740/3757] lr: 1.000e-02, eta: 5 days, 4:48:27, time: 1.989, data_time: 0.006, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7680, loss_cls: 1.9873, loss: 1.9873, grad_norm: 5.5737 2020-07-28 11:20:51,709 - mmaction - INFO - Saving checkpoint at 39 epochs 2020-07-28 11:21:48,623 - mmaction - INFO - Epoch [40][20/3757] lr: 1.000e-02, eta: 5 days, 4:46:48, time: 2.767, data_time: 1.115, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7695, loss_cls: 1.9875, loss: 1.9875, grad_norm: 5.6035 2020-07-28 11:22:27,577 - mmaction - INFO - Epoch [40][40/3757] lr: 1.000e-02, eta: 5 days, 4:46:08, time: 1.939, data_time: 0.008, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7805, loss_cls: 1.9333, loss: 1.9333, grad_norm: 5.5664 2020-07-28 11:23:06,807 - mmaction - INFO - Epoch [40][60/3757] lr: 1.000e-02, eta: 5 days, 4:45:29, time: 1.968, data_time: 0.012, memory: 5170, top1_acc: 0.5672, top5_acc: 0.7750, loss_cls: 1.9227, loss: 1.9227, grad_norm: 5.5715 2020-07-28 11:23:45,327 - mmaction - INFO - Epoch [40][80/3757] lr: 1.000e-02, eta: 5 days, 4:44:49, time: 1.927, data_time: 0.010, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7734, loss_cls: 1.9159, loss: 1.9159, grad_norm: 5.7132 2020-07-28 11:24:23,478 - mmaction - INFO - Epoch [40][100/3757] lr: 1.000e-02, eta: 5 days, 4:44:08, time: 1.902, data_time: 0.004, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7625, loss_cls: 1.9668, loss: 1.9668, grad_norm: 5.7398 2020-07-28 11:25:04,102 - mmaction - INFO - Epoch [40][120/3757] lr: 1.000e-02, eta: 5 days, 4:43:31, time: 2.038, data_time: 0.011, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7945, loss_cls: 1.8670, loss: 1.8670, grad_norm: 5.4374 2020-07-28 11:25:41,427 - mmaction - INFO - Epoch [40][140/3757] lr: 1.000e-02, eta: 5 days, 4:42:49, time: 1.865, data_time: 0.003, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7664, loss_cls: 1.9746, loss: 1.9746, grad_norm: 5.6210 2020-07-28 11:26:19,924 - mmaction - INFO - Epoch [40][160/3757] lr: 1.000e-02, eta: 5 days, 4:42:08, time: 1.921, data_time: 0.432, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7742, loss_cls: 2.0116, loss: 2.0116, grad_norm: 5.8950 2020-07-28 11:27:01,178 - mmaction - INFO - Epoch [40][180/3757] lr: 1.000e-02, eta: 5 days, 4:41:32, time: 2.066, data_time: 0.193, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7844, loss_cls: 1.9320, loss: 1.9320, grad_norm: 5.7014 2020-07-28 11:27:37,807 - mmaction - INFO - Epoch [40][200/3757] lr: 1.000e-02, eta: 5 days, 4:40:49, time: 1.833, data_time: 0.028, memory: 5170, top1_acc: 0.5141, top5_acc: 0.7586, loss_cls: 2.1120, loss: 2.1120, grad_norm: 5.7465 2020-07-28 11:28:20,090 - mmaction - INFO - Epoch [40][220/3757] lr: 1.000e-02, eta: 5 days, 4:40:15, time: 2.113, data_time: 0.047, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7602, loss_cls: 2.0029, loss: 2.0029, grad_norm: 5.6343 2020-07-28 11:28:57,309 - mmaction - INFO - Epoch [40][240/3757] lr: 1.000e-02, eta: 5 days, 4:39:32, time: 1.857, data_time: 0.013, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7891, loss_cls: 1.8727, loss: 1.8727, grad_norm: 5.5999 2020-07-28 11:29:35,202 - mmaction - INFO - Epoch [40][260/3757] lr: 1.000e-02, eta: 5 days, 4:38:51, time: 1.900, data_time: 0.009, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7680, loss_cls: 1.9598, loss: 1.9598, grad_norm: 5.7597 2020-07-28 11:30:14,388 - mmaction - INFO - Epoch [40][280/3757] lr: 1.000e-02, eta: 5 days, 4:38:12, time: 1.952, data_time: 0.069, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7789, loss_cls: 1.9377, loss: 1.9377, grad_norm: 5.6970 2020-07-28 11:30:54,717 - mmaction - INFO - Epoch [40][300/3757] lr: 1.000e-02, eta: 5 days, 4:37:34, time: 2.018, data_time: 0.016, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7812, loss_cls: 1.9048, loss: 1.9048, grad_norm: 5.5287 2020-07-28 11:31:33,040 - mmaction - INFO - Epoch [40][320/3757] lr: 1.000e-02, eta: 5 days, 4:36:54, time: 1.922, data_time: 0.042, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7602, loss_cls: 1.9987, loss: 1.9987, grad_norm: 5.7141 2020-07-28 11:32:12,388 - mmaction - INFO - Epoch [40][340/3757] lr: 1.000e-02, eta: 5 days, 4:36:15, time: 1.968, data_time: 0.008, memory: 5170, top1_acc: 0.5516, top5_acc: 0.7648, loss_cls: 1.9704, loss: 1.9704, grad_norm: 5.6281 2020-07-28 11:32:50,019 - mmaction - INFO - Epoch [40][360/3757] lr: 1.000e-02, eta: 5 days, 4:35:33, time: 1.877, data_time: 0.007, memory: 5170, top1_acc: 0.5500, top5_acc: 0.7734, loss_cls: 1.9756, loss: 1.9756, grad_norm: 5.7695 2020-07-28 11:33:29,814 - mmaction - INFO - Epoch [40][380/3757] lr: 1.000e-02, eta: 5 days, 4:34:55, time: 1.987, data_time: 0.011, memory: 5170, top1_acc: 0.5656, top5_acc: 0.7750, loss_cls: 1.9508, loss: 1.9508, grad_norm: 5.4793 2020-07-28 11:34:06,755 - mmaction - INFO - Epoch [40][400/3757] lr: 1.000e-02, eta: 5 days, 4:34:12, time: 1.854, data_time: 0.010, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7461, loss_cls: 2.0949, loss: 2.0949, grad_norm: 5.7656 2020-07-28 11:34:49,279 - mmaction - INFO - Epoch [40][420/3757] lr: 1.000e-02, eta: 5 days, 4:33:38, time: 2.126, data_time: 0.010, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7539, loss_cls: 2.0388, loss: 2.0388, grad_norm: 5.6912 2020-07-28 11:35:28,439 - mmaction - INFO - Epoch [40][440/3757] lr: 1.000e-02, eta: 5 days, 4:32:59, time: 1.953, data_time: 0.009, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7805, loss_cls: 1.9414, loss: 1.9414, grad_norm: 5.6503 2020-07-28 11:36:09,686 - mmaction - INFO - Epoch [40][460/3757] lr: 1.000e-02, eta: 5 days, 4:32:23, time: 2.069, data_time: 0.009, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7594, loss_cls: 2.0124, loss: 2.0124, grad_norm: 5.6565 2020-07-28 11:36:47,150 - mmaction - INFO - Epoch [40][480/3757] lr: 1.000e-02, eta: 5 days, 4:31:41, time: 1.865, data_time: 0.005, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7469, loss_cls: 2.1774, loss: 2.1774, grad_norm: 5.8998 2020-07-28 11:37:25,201 - mmaction - INFO - Epoch [40][500/3757] lr: 1.000e-02, eta: 5 days, 4:31:00, time: 1.908, data_time: 0.012, memory: 5170, top1_acc: 0.5086, top5_acc: 0.7539, loss_cls: 2.0896, loss: 2.0896, grad_norm: 5.9582 2020-07-28 11:38:02,349 - mmaction - INFO - Epoch [40][520/3757] lr: 1.000e-02, eta: 5 days, 4:30:17, time: 1.852, data_time: 0.011, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7797, loss_cls: 1.9525, loss: 1.9525, grad_norm: 5.7290 2020-07-28 11:38:38,919 - mmaction - INFO - Epoch [40][540/3757] lr: 1.000e-02, eta: 5 days, 4:29:34, time: 1.837, data_time: 0.011, memory: 5170, top1_acc: 0.5500, top5_acc: 0.7875, loss_cls: 1.9079, loss: 1.9079, grad_norm: 5.5135 2020-07-28 11:39:18,713 - mmaction - INFO - Epoch [40][560/3757] lr: 1.000e-02, eta: 5 days, 4:28:56, time: 1.987, data_time: 0.016, memory: 5170, top1_acc: 0.5437, top5_acc: 0.7586, loss_cls: 1.9808, loss: 1.9808, grad_norm: 5.5878 2020-07-28 11:39:57,501 - mmaction - INFO - Epoch [40][580/3757] lr: 1.000e-02, eta: 5 days, 4:28:16, time: 1.941, data_time: 0.042, memory: 5170, top1_acc: 0.5680, top5_acc: 0.7758, loss_cls: 1.8772, loss: 1.8772, grad_norm: 5.4761 2020-07-28 11:40:37,515 - mmaction - INFO - Epoch [40][600/3757] lr: 1.000e-02, eta: 5 days, 4:27:38, time: 1.999, data_time: 0.008, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7602, loss_cls: 2.0301, loss: 2.0301, grad_norm: 5.8198 2020-07-28 11:41:18,605 - mmaction - INFO - Epoch [40][620/3757] lr: 1.000e-02, eta: 5 days, 4:27:02, time: 2.055, data_time: 0.230, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7633, loss_cls: 2.1151, loss: 2.1151, grad_norm: 5.8719 2020-07-28 11:41:55,391 - mmaction - INFO - Epoch [40][640/3757] lr: 1.000e-02, eta: 5 days, 4:26:19, time: 1.841, data_time: 0.011, memory: 5170, top1_acc: 0.5539, top5_acc: 0.7898, loss_cls: 1.9241, loss: 1.9241, grad_norm: 5.6265 2020-07-28 11:42:34,485 - mmaction - INFO - Epoch [40][660/3757] lr: 1.000e-02, eta: 5 days, 4:25:40, time: 1.955, data_time: 0.499, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7648, loss_cls: 1.9705, loss: 1.9705, grad_norm: 5.5081 2020-07-28 11:43:12,119 - mmaction - INFO - Epoch [40][680/3757] lr: 1.000e-02, eta: 5 days, 4:24:58, time: 1.881, data_time: 0.972, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7742, loss_cls: 1.9772, loss: 1.9772, grad_norm: 5.7433 2020-07-28 11:43:49,170 - mmaction - INFO - Epoch [40][700/3757] lr: 1.000e-02, eta: 5 days, 4:24:15, time: 1.846, data_time: 1.197, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7695, loss_cls: 2.0033, loss: 2.0033, grad_norm: 5.6555 2020-07-28 11:44:28,828 - mmaction - INFO - Epoch [40][720/3757] lr: 1.000e-02, eta: 5 days, 4:23:37, time: 1.983, data_time: 1.319, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7750, loss_cls: 1.9512, loss: 1.9512, grad_norm: 5.7496 2020-07-28 11:45:05,308 - mmaction - INFO - Epoch [40][740/3757] lr: 1.000e-02, eta: 5 days, 4:22:54, time: 1.832, data_time: 1.254, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7805, loss_cls: 2.0213, loss: 2.0213, grad_norm: 5.8577 2020-07-28 11:45:44,185 - mmaction - INFO - Epoch [40][760/3757] lr: 1.000e-02, eta: 5 days, 4:22:14, time: 1.943, data_time: 0.865, memory: 5170, top1_acc: 0.5406, top5_acc: 0.7727, loss_cls: 1.9163, loss: 1.9163, grad_norm: 5.6100 2020-07-28 11:46:20,280 - mmaction - INFO - Epoch [40][780/3757] lr: 1.000e-02, eta: 5 days, 4:21:30, time: 1.801, data_time: 0.237, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7641, loss_cls: 2.0158, loss: 2.0158, grad_norm: 5.5368 2020-07-28 11:47:02,529 - mmaction - INFO - Epoch [40][800/3757] lr: 1.000e-02, eta: 5 days, 4:20:55, time: 2.117, data_time: 0.010, memory: 5170, top1_acc: 0.5539, top5_acc: 0.7812, loss_cls: 1.9662, loss: 1.9662, grad_norm: 5.6043 2020-07-28 11:47:41,757 - mmaction - INFO - Epoch [40][820/3757] lr: 1.000e-02, eta: 5 days, 4:20:16, time: 1.954, data_time: 0.008, memory: 5170, top1_acc: 0.5586, top5_acc: 0.7781, loss_cls: 1.9021, loss: 1.9021, grad_norm: 5.6291 2020-07-28 11:48:17,831 - mmaction - INFO - Epoch [40][840/3757] lr: 1.000e-02, eta: 5 days, 4:19:32, time: 1.810, data_time: 0.010, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7586, loss_cls: 1.9941, loss: 1.9941, grad_norm: 5.6623 2020-07-28 11:48:57,020 - mmaction - INFO - Epoch [40][860/3757] lr: 1.000e-02, eta: 5 days, 4:18:53, time: 1.961, data_time: 0.004, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7602, loss_cls: 2.0118, loss: 2.0118, grad_norm: 5.5758 2020-07-28 11:49:36,486 - mmaction - INFO - Epoch [40][880/3757] lr: 1.000e-02, eta: 5 days, 4:18:14, time: 1.964, data_time: 0.007, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7633, loss_cls: 2.0461, loss: 2.0461, grad_norm: 5.7439 2020-07-28 11:50:17,010 - mmaction - INFO - Epoch [40][900/3757] lr: 1.000e-02, eta: 5 days, 4:17:37, time: 2.035, data_time: 0.011, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7523, loss_cls: 2.0148, loss: 2.0148, grad_norm: 5.6495 2020-07-28 11:50:53,867 - mmaction - INFO - Epoch [40][920/3757] lr: 1.000e-02, eta: 5 days, 4:16:54, time: 1.837, data_time: 0.021, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7672, loss_cls: 2.0499, loss: 2.0499, grad_norm: 5.6390 2020-07-28 11:51:31,306 - mmaction - INFO - Epoch [40][940/3757] lr: 1.000e-02, eta: 5 days, 4:16:12, time: 1.879, data_time: 0.011, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7617, loss_cls: 2.0176, loss: 2.0176, grad_norm: 5.6050 2020-07-28 11:52:11,716 - mmaction - INFO - Epoch [40][960/3757] lr: 1.000e-02, eta: 5 days, 4:15:35, time: 2.014, data_time: 0.009, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7680, loss_cls: 2.0822, loss: 2.0822, grad_norm: 5.8084 2020-07-28 11:52:48,426 - mmaction - INFO - Epoch [40][980/3757] lr: 1.000e-02, eta: 5 days, 4:14:52, time: 1.840, data_time: 0.031, memory: 5170, top1_acc: 0.5078, top5_acc: 0.7484, loss_cls: 2.0585, loss: 2.0585, grad_norm: 5.7876 2020-07-28 11:53:29,392 - mmaction - INFO - Epoch [40][1000/3757] lr: 1.000e-02, eta: 5 days, 4:14:15, time: 2.048, data_time: 0.039, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7523, loss_cls: 2.0345, loss: 2.0345, grad_norm: 5.6811 2020-07-28 11:54:10,343 - mmaction - INFO - Epoch [40][1020/3757] lr: 1.000e-02, eta: 5 days, 4:13:39, time: 2.050, data_time: 0.008, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7578, loss_cls: 2.0193, loss: 2.0193, grad_norm: 5.7071 2020-07-28 11:54:44,488 - mmaction - INFO - Epoch [40][1040/3757] lr: 1.000e-02, eta: 5 days, 4:12:52, time: 1.706, data_time: 0.012, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7664, loss_cls: 2.0013, loss: 2.0013, grad_norm: 5.7241 2020-07-28 11:55:25,567 - mmaction - INFO - Epoch [40][1060/3757] lr: 1.000e-02, eta: 5 days, 4:12:15, time: 2.052, data_time: 0.248, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7617, loss_cls: 1.9838, loss: 1.9838, grad_norm: 5.6608 2020-07-28 11:56:06,887 - mmaction - INFO - Epoch [40][1080/3757] lr: 1.000e-02, eta: 5 days, 4:11:39, time: 2.067, data_time: 0.008, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7539, loss_cls: 1.9939, loss: 1.9939, grad_norm: 5.5456 2020-07-28 11:56:51,214 - mmaction - INFO - Epoch [40][1100/3757] lr: 1.000e-02, eta: 5 days, 4:11:08, time: 2.216, data_time: 0.184, memory: 5170, top1_acc: 0.5648, top5_acc: 0.7773, loss_cls: 1.9213, loss: 1.9213, grad_norm: 5.5882 2020-07-28 11:57:25,742 - mmaction - INFO - Epoch [40][1120/3757] lr: 1.000e-02, eta: 5 days, 4:10:22, time: 1.729, data_time: 0.747, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7539, loss_cls: 2.0409, loss: 2.0409, grad_norm: 5.6426 2020-07-28 11:58:05,599 - mmaction - INFO - Epoch [40][1140/3757] lr: 1.000e-02, eta: 5 days, 4:09:43, time: 1.988, data_time: 0.655, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7680, loss_cls: 2.0367, loss: 2.0367, grad_norm: 5.7060 2020-07-28 11:58:43,115 - mmaction - INFO - Epoch [40][1160/3757] lr: 1.000e-02, eta: 5 days, 4:09:02, time: 1.877, data_time: 0.094, memory: 5170, top1_acc: 0.5047, top5_acc: 0.7422, loss_cls: 2.1018, loss: 2.1018, grad_norm: 5.7471 2020-07-28 11:59:20,609 - mmaction - INFO - Epoch [40][1180/3757] lr: 1.000e-02, eta: 5 days, 4:08:20, time: 1.875, data_time: 0.011, memory: 5170, top1_acc: 0.5461, top5_acc: 0.7836, loss_cls: 1.9626, loss: 1.9626, grad_norm: 5.5211 2020-07-28 12:00:00,613 - mmaction - INFO - Epoch [40][1200/3757] lr: 1.000e-02, eta: 5 days, 4:07:42, time: 2.003, data_time: 0.018, memory: 5170, top1_acc: 0.5555, top5_acc: 0.7781, loss_cls: 2.0198, loss: 2.0198, grad_norm: 5.5793 2020-07-28 12:00:40,621 - mmaction - INFO - Epoch [40][1220/3757] lr: 1.000e-02, eta: 5 days, 4:07:04, time: 1.987, data_time: 0.399, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7797, loss_cls: 1.9703, loss: 1.9703, grad_norm: 5.7291 2020-07-28 12:01:20,047 - mmaction - INFO - Epoch [40][1240/3757] lr: 1.000e-02, eta: 5 days, 4:06:25, time: 1.977, data_time: 0.365, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7797, loss_cls: 2.0266, loss: 2.0266, grad_norm: 5.5964 2020-07-28 12:01:59,971 - mmaction - INFO - Epoch [40][1260/3757] lr: 1.000e-02, eta: 5 days, 4:05:47, time: 2.006, data_time: 0.023, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7523, loss_cls: 2.0813, loss: 2.0813, grad_norm: 5.6989 2020-07-28 12:02:39,410 - mmaction - INFO - Epoch [40][1280/3757] lr: 1.000e-02, eta: 5 days, 4:05:08, time: 1.963, data_time: 0.007, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7641, loss_cls: 2.0675, loss: 2.0675, grad_norm: 5.7416 2020-07-28 12:03:18,174 - mmaction - INFO - Epoch [40][1300/3757] lr: 1.000e-02, eta: 5 days, 4:04:28, time: 1.946, data_time: 0.011, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7531, loss_cls: 2.0310, loss: 2.0310, grad_norm: 5.6018 2020-07-28 12:03:57,825 - mmaction - INFO - Epoch [40][1320/3757] lr: 1.000e-02, eta: 5 days, 4:03:50, time: 1.981, data_time: 0.009, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7703, loss_cls: 1.9605, loss: 1.9605, grad_norm: 5.5329 2020-07-28 12:04:36,379 - mmaction - INFO - Epoch [40][1340/3757] lr: 1.000e-02, eta: 5 days, 4:03:10, time: 1.929, data_time: 0.020, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7719, loss_cls: 2.0037, loss: 2.0037, grad_norm: 5.6932 2020-07-28 12:05:17,474 - mmaction - INFO - Epoch [40][1360/3757] lr: 1.000e-02, eta: 5 days, 4:02:33, time: 2.050, data_time: 0.009, memory: 5170, top1_acc: 0.5570, top5_acc: 0.7672, loss_cls: 1.9300, loss: 1.9300, grad_norm: 5.7266 2020-07-28 12:05:54,719 - mmaction - INFO - Epoch [40][1380/3757] lr: 1.000e-02, eta: 5 days, 4:01:51, time: 1.868, data_time: 0.010, memory: 5170, top1_acc: 0.5609, top5_acc: 0.7836, loss_cls: 1.8320, loss: 1.8320, grad_norm: 5.5697 2020-07-28 12:06:36,297 - mmaction - INFO - Epoch [40][1400/3757] lr: 1.000e-02, eta: 5 days, 4:01:16, time: 2.077, data_time: 0.009, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7773, loss_cls: 1.9651, loss: 1.9651, grad_norm: 5.8043 2020-07-28 12:07:12,082 - mmaction - INFO - Epoch [40][1420/3757] lr: 1.000e-02, eta: 5 days, 4:00:31, time: 1.789, data_time: 0.005, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7383, loss_cls: 2.0719, loss: 2.0719, grad_norm: 5.7272 2020-07-28 12:07:53,005 - mmaction - INFO - Epoch [40][1440/3757] lr: 1.000e-02, eta: 5 days, 3:59:55, time: 2.049, data_time: 0.188, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7648, loss_cls: 1.9979, loss: 1.9979, grad_norm: 5.8213 2020-07-28 12:08:28,933 - mmaction - INFO - Epoch [40][1460/3757] lr: 1.000e-02, eta: 5 days, 3:59:10, time: 1.795, data_time: 0.624, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7711, loss_cls: 2.0017, loss: 2.0017, grad_norm: 5.7212 2020-07-28 12:09:10,365 - mmaction - INFO - Epoch [40][1480/3757] lr: 1.000e-02, eta: 5 days, 3:58:34, time: 2.070, data_time: 0.201, memory: 5170, top1_acc: 0.5258, top5_acc: 0.7648, loss_cls: 2.0129, loss: 2.0129, grad_norm: 5.8106 2020-07-28 12:09:48,990 - mmaction - INFO - Epoch [40][1500/3757] lr: 1.000e-02, eta: 5 days, 3:57:54, time: 1.933, data_time: 0.005, memory: 5170, top1_acc: 0.5148, top5_acc: 0.7398, loss_cls: 2.1242, loss: 2.1242, grad_norm: 5.6552 2020-07-28 12:10:29,752 - mmaction - INFO - Epoch [40][1520/3757] lr: 1.000e-02, eta: 5 days, 3:57:18, time: 2.038, data_time: 0.010, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7656, loss_cls: 2.0056, loss: 2.0056, grad_norm: 5.7019 2020-07-28 12:11:06,332 - mmaction - INFO - Epoch [40][1540/3757] lr: 1.000e-02, eta: 5 days, 3:56:34, time: 1.829, data_time: 0.003, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7484, loss_cls: 2.0801, loss: 2.0801, grad_norm: 5.7392 2020-07-28 12:11:47,100 - mmaction - INFO - Epoch [40][1560/3757] lr: 1.000e-02, eta: 5 days, 3:55:57, time: 2.027, data_time: 0.008, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7672, loss_cls: 1.9967, loss: 1.9967, grad_norm: 5.6481 2020-07-28 12:12:27,544 - mmaction - INFO - Epoch [40][1580/3757] lr: 1.000e-02, eta: 5 days, 3:55:20, time: 2.025, data_time: 0.014, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7578, loss_cls: 2.0213, loss: 2.0213, grad_norm: 5.6736 2020-07-28 12:13:04,508 - mmaction - INFO - Epoch [40][1600/3757] lr: 1.000e-02, eta: 5 days, 3:54:38, time: 1.857, data_time: 0.011, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7766, loss_cls: 1.9784, loss: 1.9784, grad_norm: 5.6175 2020-07-28 12:13:41,538 - mmaction - INFO - Epoch [40][1620/3757] lr: 1.000e-02, eta: 5 days, 3:53:55, time: 1.851, data_time: 0.133, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7789, loss_cls: 1.9842, loss: 1.9842, grad_norm: 5.8537 2020-07-28 12:14:19,814 - mmaction - INFO - Epoch [40][1640/3757] lr: 1.000e-02, eta: 5 days, 3:53:14, time: 1.907, data_time: 0.252, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7742, loss_cls: 1.9996, loss: 1.9996, grad_norm: 5.8669 2020-07-28 12:15:01,123 - mmaction - INFO - Epoch [40][1660/3757] lr: 1.000e-02, eta: 5 days, 3:52:39, time: 2.072, data_time: 0.009, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7625, loss_cls: 2.0598, loss: 2.0598, grad_norm: 5.7831 2020-07-28 12:15:39,046 - mmaction - INFO - Epoch [40][1680/3757] lr: 1.000e-02, eta: 5 days, 3:51:57, time: 1.889, data_time: 0.007, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7766, loss_cls: 1.9245, loss: 1.9245, grad_norm: 5.6240 2020-07-28 12:16:17,915 - mmaction - INFO - Epoch [40][1700/3757] lr: 1.000e-02, eta: 5 days, 3:51:18, time: 1.948, data_time: 0.054, memory: 5170, top1_acc: 0.4945, top5_acc: 0.7438, loss_cls: 2.1553, loss: 2.1553, grad_norm: 5.9277 2020-07-28 12:16:57,350 - mmaction - INFO - Epoch [40][1720/3757] lr: 1.000e-02, eta: 5 days, 3:50:39, time: 1.970, data_time: 0.012, memory: 5170, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.1339, loss: 2.1339, grad_norm: 5.7884 2020-07-28 12:17:35,618 - mmaction - INFO - Epoch [40][1740/3757] lr: 1.000e-02, eta: 5 days, 3:49:58, time: 1.916, data_time: 0.009, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7602, loss_cls: 1.9850, loss: 1.9850, grad_norm: 5.6222 2020-07-28 12:18:14,616 - mmaction - INFO - Epoch [40][1760/3757] lr: 1.000e-02, eta: 5 days, 3:49:19, time: 1.951, data_time: 0.009, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7719, loss_cls: 2.0162, loss: 2.0162, grad_norm: 5.6816 2020-07-28 12:18:54,358 - mmaction - INFO - Epoch [40][1780/3757] lr: 1.000e-02, eta: 5 days, 3:48:40, time: 1.987, data_time: 0.007, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7625, loss_cls: 1.9673, loss: 1.9673, grad_norm: 5.7204 2020-07-28 12:19:34,397 - mmaction - INFO - Epoch [40][1800/3757] lr: 1.000e-02, eta: 5 days, 3:48:02, time: 1.996, data_time: 0.009, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7539, loss_cls: 2.0858, loss: 2.0858, grad_norm: 5.9242 2020-07-28 12:20:11,747 - mmaction - INFO - Epoch [40][1820/3757] lr: 1.000e-02, eta: 5 days, 3:47:20, time: 1.874, data_time: 0.008, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7680, loss_cls: 2.0147, loss: 2.0147, grad_norm: 5.7674 2020-07-28 12:20:50,362 - mmaction - INFO - Epoch [40][1840/3757] lr: 1.000e-02, eta: 5 days, 3:46:40, time: 1.928, data_time: 0.002, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7766, loss_cls: 1.9698, loss: 1.9698, grad_norm: 5.6049 2020-07-28 12:21:31,771 - mmaction - INFO - Epoch [40][1860/3757] lr: 1.000e-02, eta: 5 days, 3:46:04, time: 2.067, data_time: 0.010, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7664, loss_cls: 1.9516, loss: 1.9516, grad_norm: 5.6117 2020-07-28 12:22:13,729 - mmaction - INFO - Epoch [40][1880/3757] lr: 1.000e-02, eta: 5 days, 3:45:29, time: 2.104, data_time: 0.009, memory: 5170, top1_acc: 0.5055, top5_acc: 0.7555, loss_cls: 2.1181, loss: 2.1181, grad_norm: 5.7443 2020-07-28 12:22:48,024 - mmaction - INFO - Epoch [40][1900/3757] lr: 1.000e-02, eta: 5 days, 3:44:43, time: 1.714, data_time: 0.003, memory: 5170, top1_acc: 0.5375, top5_acc: 0.7672, loss_cls: 2.0087, loss: 2.0087, grad_norm: 5.5605 2020-07-28 12:23:27,556 - mmaction - INFO - Epoch [40][1920/3757] lr: 1.000e-02, eta: 5 days, 3:44:04, time: 1.977, data_time: 0.115, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7773, loss_cls: 1.9700, loss: 1.9700, grad_norm: 5.6654 2020-07-28 12:24:06,443 - mmaction - INFO - Epoch [40][1940/3757] lr: 1.000e-02, eta: 5 days, 3:43:24, time: 1.945, data_time: 0.020, memory: 5170, top1_acc: 0.5672, top5_acc: 0.7898, loss_cls: 1.8661, loss: 1.8661, grad_norm: 5.5719 2020-07-28 12:24:44,910 - mmaction - INFO - Epoch [40][1960/3757] lr: 1.000e-02, eta: 5 days, 3:42:44, time: 1.922, data_time: 0.002, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7703, loss_cls: 1.9827, loss: 1.9827, grad_norm: 5.7917 2020-07-28 12:25:27,428 - mmaction - INFO - Epoch [40][1980/3757] lr: 1.000e-02, eta: 5 days, 3:42:10, time: 2.120, data_time: 0.033, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7523, loss_cls: 2.0541, loss: 2.0541, grad_norm: 5.6212 2020-07-28 12:26:05,959 - mmaction - INFO - Epoch [40][2000/3757] lr: 1.000e-02, eta: 5 days, 3:41:30, time: 1.933, data_time: 0.077, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7430, loss_cls: 2.1274, loss: 2.1274, grad_norm: 5.7528 2020-07-28 12:26:46,917 - mmaction - INFO - Epoch [40][2020/3757] lr: 1.000e-02, eta: 5 days, 3:40:53, time: 2.047, data_time: 0.049, memory: 5170, top1_acc: 0.5320, top5_acc: 0.7695, loss_cls: 1.9846, loss: 1.9846, grad_norm: 5.5972 2020-07-28 12:27:26,051 - mmaction - INFO - Epoch [40][2040/3757] lr: 1.000e-02, eta: 5 days, 3:40:14, time: 1.950, data_time: 0.014, memory: 5170, top1_acc: 0.5242, top5_acc: 0.7625, loss_cls: 2.0863, loss: 2.0863, grad_norm: 5.7891 2020-07-28 12:28:04,298 - mmaction - INFO - Epoch [40][2060/3757] lr: 1.000e-02, eta: 5 days, 3:39:33, time: 1.921, data_time: 0.767, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7422, loss_cls: 2.1129, loss: 2.1129, grad_norm: 5.8418 2020-07-28 12:28:42,254 - mmaction - INFO - Epoch [40][2080/3757] lr: 1.000e-02, eta: 5 days, 3:38:52, time: 1.892, data_time: 0.589, memory: 5170, top1_acc: 0.5547, top5_acc: 0.7719, loss_cls: 1.9807, loss: 1.9807, grad_norm: 5.7234 2020-07-28 12:29:23,448 - mmaction - INFO - Epoch [40][2100/3757] lr: 1.000e-02, eta: 5 days, 3:38:16, time: 2.065, data_time: 1.473, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7688, loss_cls: 2.0026, loss: 2.0026, grad_norm: 5.6161 2020-07-28 12:30:01,673 - mmaction - INFO - Epoch [40][2120/3757] lr: 1.000e-02, eta: 5 days, 3:37:35, time: 1.904, data_time: 1.322, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7609, loss_cls: 2.0223, loss: 2.0223, grad_norm: 5.6825 2020-07-28 12:30:42,673 - mmaction - INFO - Epoch [40][2140/3757] lr: 1.000e-02, eta: 5 days, 3:36:59, time: 2.058, data_time: 0.566, memory: 5170, top1_acc: 0.5234, top5_acc: 0.7602, loss_cls: 2.0503, loss: 2.0503, grad_norm: 5.8334 2020-07-28 12:31:18,741 - mmaction - INFO - Epoch [40][2160/3757] lr: 1.000e-02, eta: 5 days, 3:36:15, time: 1.800, data_time: 0.009, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7609, loss_cls: 2.0506, loss: 2.0506, grad_norm: 5.8089 2020-07-28 12:31:57,674 - mmaction - INFO - Epoch [40][2180/3757] lr: 1.000e-02, eta: 5 days, 3:35:35, time: 1.950, data_time: 0.009, memory: 5170, top1_acc: 0.5273, top5_acc: 0.7750, loss_cls: 1.9786, loss: 1.9786, grad_norm: 5.7867 2020-07-28 12:32:39,650 - mmaction - INFO - Epoch [40][2200/3757] lr: 1.000e-02, eta: 5 days, 3:35:00, time: 2.092, data_time: 0.065, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7703, loss_cls: 1.9915, loss: 1.9915, grad_norm: 5.7176 2020-07-28 12:33:19,951 - mmaction - INFO - Epoch [40][2220/3757] lr: 1.000e-02, eta: 5 days, 3:34:23, time: 2.022, data_time: 0.009, memory: 5170, top1_acc: 0.5414, top5_acc: 0.7672, loss_cls: 2.0374, loss: 2.0374, grad_norm: 5.7408 2020-07-28 12:33:56,774 - mmaction - INFO - Epoch [40][2240/3757] lr: 1.000e-02, eta: 5 days, 3:33:40, time: 1.835, data_time: 0.007, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7727, loss_cls: 2.0399, loss: 2.0399, grad_norm: 5.8571 2020-07-28 12:34:34,404 - mmaction - INFO - Epoch [40][2260/3757] lr: 1.000e-02, eta: 5 days, 3:32:58, time: 1.884, data_time: 0.011, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7688, loss_cls: 2.0124, loss: 2.0124, grad_norm: 5.7840 2020-07-28 12:35:14,066 - mmaction - INFO - Epoch [40][2280/3757] lr: 1.000e-02, eta: 5 days, 3:32:19, time: 1.978, data_time: 0.106, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7727, loss_cls: 2.0039, loss: 2.0039, grad_norm: 5.7457 2020-07-28 12:35:49,454 - mmaction - INFO - Epoch [40][2300/3757] lr: 1.000e-02, eta: 5 days, 3:31:35, time: 1.776, data_time: 0.353, memory: 5170, top1_acc: 0.5391, top5_acc: 0.7805, loss_cls: 1.9365, loss: 1.9365, grad_norm: 5.5630 2020-07-28 12:36:25,404 - mmaction - INFO - Epoch [40][2320/3757] lr: 1.000e-02, eta: 5 days, 3:30:50, time: 1.796, data_time: 0.125, memory: 5170, top1_acc: 0.5422, top5_acc: 0.7594, loss_cls: 1.9951, loss: 1.9951, grad_norm: 5.5875 2020-07-28 12:37:08,277 - mmaction - INFO - Epoch [40][2340/3757] lr: 1.000e-02, eta: 5 days, 3:30:17, time: 2.145, data_time: 0.052, memory: 5170, top1_acc: 0.5156, top5_acc: 0.7430, loss_cls: 2.1233, loss: 2.1233, grad_norm: 6.0059 2020-07-28 12:37:45,739 - mmaction - INFO - Epoch [40][2360/3757] lr: 1.000e-02, eta: 5 days, 3:29:35, time: 1.866, data_time: 0.009, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7438, loss_cls: 2.1077, loss: 2.1077, grad_norm: 5.5932 2020-07-28 12:38:23,321 - mmaction - INFO - Epoch [40][2380/3757] lr: 1.000e-02, eta: 5 days, 3:28:53, time: 1.886, data_time: 0.313, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7672, loss_cls: 1.9779, loss: 1.9779, grad_norm: 5.6968 2020-07-28 12:38:59,712 - mmaction - INFO - Epoch [40][2400/3757] lr: 1.000e-02, eta: 5 days, 3:28:10, time: 1.818, data_time: 0.527, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7453, loss_cls: 2.0662, loss: 2.0662, grad_norm: 5.7024 2020-07-28 12:39:41,201 - mmaction - INFO - Epoch [40][2420/3757] lr: 1.000e-02, eta: 5 days, 3:27:34, time: 2.076, data_time: 0.005, memory: 5170, top1_acc: 0.5289, top5_acc: 0.7516, loss_cls: 2.0486, loss: 2.0486, grad_norm: 5.6879 2020-07-28 12:40:19,297 - mmaction - INFO - Epoch [40][2440/3757] lr: 1.000e-02, eta: 5 days, 3:26:53, time: 1.895, data_time: 0.009, memory: 5170, top1_acc: 0.5039, top5_acc: 0.7555, loss_cls: 2.0992, loss: 2.0992, grad_norm: 5.6819 2020-07-28 12:40:58,920 - mmaction - INFO - Epoch [40][2460/3757] lr: 1.000e-02, eta: 5 days, 3:26:15, time: 1.990, data_time: 0.013, memory: 5170, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 2.0184, loss: 2.0184, grad_norm: 5.6390 2020-07-28 12:41:35,958 - mmaction - INFO - Epoch [40][2480/3757] lr: 1.000e-02, eta: 5 days, 3:25:32, time: 1.848, data_time: 0.009, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7625, loss_cls: 2.0269, loss: 2.0269, grad_norm: 5.6959 2020-07-28 12:42:15,788 - mmaction - INFO - Epoch [40][2500/3757] lr: 1.000e-02, eta: 5 days, 3:24:54, time: 1.996, data_time: 0.010, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7633, loss_cls: 2.0053, loss: 2.0053, grad_norm: 5.7693 2020-07-28 12:42:57,700 - mmaction - INFO - Epoch [40][2520/3757] lr: 1.000e-02, eta: 5 days, 3:24:19, time: 2.094, data_time: 0.003, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7719, loss_cls: 1.9711, loss: 1.9711, grad_norm: 5.7448 2020-07-28 12:43:34,746 - mmaction - INFO - Epoch [40][2540/3757] lr: 1.000e-02, eta: 5 days, 3:23:36, time: 1.855, data_time: 0.065, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7875, loss_cls: 1.9770, loss: 1.9770, grad_norm: 5.8539 2020-07-28 12:44:15,449 - mmaction - INFO - Epoch [40][2560/3757] lr: 1.000e-02, eta: 5 days, 3:22:59, time: 2.031, data_time: 0.002, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7500, loss_cls: 2.0939, loss: 2.0939, grad_norm: 5.6847 2020-07-28 12:44:53,967 - mmaction - INFO - Epoch [40][2580/3757] lr: 1.000e-02, eta: 5 days, 3:22:19, time: 1.929, data_time: 0.014, memory: 5170, top1_acc: 0.5367, top5_acc: 0.7695, loss_cls: 2.0068, loss: 2.0068, grad_norm: 5.6178 2020-07-28 12:45:30,971 - mmaction - INFO - Epoch [40][2600/3757] lr: 1.000e-02, eta: 5 days, 3:21:37, time: 1.852, data_time: 0.004, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7336, loss_cls: 2.1106, loss: 2.1106, grad_norm: 5.7654 2020-07-28 12:46:10,744 - mmaction - INFO - Epoch [40][2620/3757] lr: 1.000e-02, eta: 5 days, 3:20:58, time: 1.986, data_time: 0.006, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7758, loss_cls: 1.9764, loss: 1.9764, grad_norm: 5.6271 2020-07-28 12:46:53,396 - mmaction - INFO - Epoch [40][2640/3757] lr: 1.000e-02, eta: 5 days, 3:20:24, time: 2.135, data_time: 0.004, memory: 5170, top1_acc: 0.5266, top5_acc: 0.7539, loss_cls: 2.0496, loss: 2.0496, grad_norm: 5.6406 2020-07-28 12:47:31,539 - mmaction - INFO - Epoch [40][2660/3757] lr: 1.000e-02, eta: 5 days, 3:19:44, time: 1.905, data_time: 0.006, memory: 5170, top1_acc: 0.5281, top5_acc: 0.7633, loss_cls: 2.0026, loss: 2.0026, grad_norm: 5.5752 2020-07-28 12:48:08,309 - mmaction - INFO - Epoch [40][2680/3757] lr: 1.000e-02, eta: 5 days, 3:19:01, time: 1.840, data_time: 0.004, memory: 5170, top1_acc: 0.5227, top5_acc: 0.7477, loss_cls: 2.0397, loss: 2.0397, grad_norm: 5.6361 2020-07-28 12:48:47,637 - mmaction - INFO - Epoch [40][2700/3757] lr: 1.000e-02, eta: 5 days, 3:18:22, time: 1.963, data_time: 0.008, memory: 5170, top1_acc: 0.5250, top5_acc: 0.7547, loss_cls: 2.0366, loss: 2.0366, grad_norm: 5.5584 2020-07-28 12:49:27,620 - mmaction - INFO - Epoch [40][2720/3757] lr: 1.000e-02, eta: 5 days, 3:17:44, time: 2.002, data_time: 0.006, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7570, loss_cls: 2.0624, loss: 2.0624, grad_norm: 5.6912 2020-07-28 12:50:10,382 - mmaction - INFO - Epoch [40][2740/3757] lr: 1.000e-02, eta: 5 days, 3:17:10, time: 2.138, data_time: 0.008, memory: 5170, top1_acc: 0.5500, top5_acc: 0.7664, loss_cls: 1.9494, loss: 1.9494, grad_norm: 5.5485 2020-07-28 12:50:43,183 - mmaction - INFO - Epoch [40][2760/3757] lr: 1.000e-02, eta: 5 days, 3:16:21, time: 1.639, data_time: 0.087, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7648, loss_cls: 2.0195, loss: 2.0195, grad_norm: 5.7321 2020-07-28 12:51:21,199 - mmaction - INFO - Epoch [40][2780/3757] lr: 1.000e-02, eta: 5 days, 3:15:40, time: 1.902, data_time: 0.111, memory: 5170, top1_acc: 0.5305, top5_acc: 0.7516, loss_cls: 2.0279, loss: 2.0279, grad_norm: 5.8865 2020-07-28 12:52:02,273 - mmaction - INFO - Epoch [40][2800/3757] lr: 1.000e-02, eta: 5 days, 3:15:04, time: 2.048, data_time: 0.008, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7664, loss_cls: 2.0635, loss: 2.0635, grad_norm: 5.6300 2020-07-28 12:52:42,753 - mmaction - INFO - Epoch [40][2820/3757] lr: 1.000e-02, eta: 5 days, 3:14:26, time: 2.030, data_time: 0.009, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7633, loss_cls: 1.9899, loss: 1.9899, grad_norm: 5.4710 2020-07-28 12:53:19,604 - mmaction - INFO - Epoch [40][2840/3757] lr: 1.000e-02, eta: 5 days, 3:13:44, time: 1.841, data_time: 0.003, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7758, loss_cls: 1.9180, loss: 1.9180, grad_norm: 5.6257 2020-07-28 12:54:03,140 - mmaction - INFO - Epoch [40][2860/3757] lr: 1.000e-02, eta: 5 days, 3:13:11, time: 2.177, data_time: 0.010, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7719, loss_cls: 2.0114, loss: 2.0114, grad_norm: 5.5929 2020-07-28 12:54:39,269 - mmaction - INFO - Epoch [40][2880/3757] lr: 1.000e-02, eta: 5 days, 3:12:27, time: 1.806, data_time: 0.003, memory: 5170, top1_acc: 0.4984, top5_acc: 0.7367, loss_cls: 2.1800, loss: 2.1800, grad_norm: 5.8856 2020-07-28 12:55:17,637 - mmaction - INFO - Epoch [40][2900/3757] lr: 1.000e-02, eta: 5 days, 3:11:47, time: 1.919, data_time: 0.009, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7672, loss_cls: 2.0120, loss: 2.0120, grad_norm: 5.5217 2020-07-28 12:55:59,243 - mmaction - INFO - Epoch [40][2920/3757] lr: 1.000e-02, eta: 5 days, 3:11:11, time: 2.077, data_time: 0.006, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7766, loss_cls: 1.9559, loss: 1.9559, grad_norm: 5.5478 2020-07-28 12:56:39,799 - mmaction - INFO - Epoch [40][2940/3757] lr: 1.000e-02, eta: 5 days, 3:10:34, time: 2.028, data_time: 0.201, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7750, loss_cls: 1.9969, loss: 1.9969, grad_norm: 5.7510 2020-07-28 12:57:20,066 - mmaction - INFO - Epoch [40][2960/3757] lr: 1.000e-02, eta: 5 days, 3:09:56, time: 2.010, data_time: 1.082, memory: 5170, top1_acc: 0.5578, top5_acc: 0.7852, loss_cls: 1.8890, loss: 1.8890, grad_norm: 5.5701 2020-07-28 12:57:58,886 - mmaction - INFO - Epoch [40][2980/3757] lr: 1.000e-02, eta: 5 days, 3:09:17, time: 1.944, data_time: 1.362, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7680, loss_cls: 2.0277, loss: 2.0277, grad_norm: 5.7475 2020-07-28 12:58:36,504 - mmaction - INFO - Epoch [40][3000/3757] lr: 1.000e-02, eta: 5 days, 3:08:35, time: 1.885, data_time: 0.387, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7648, loss_cls: 1.9800, loss: 1.9800, grad_norm: 5.7169 2020-07-28 12:59:11,387 - mmaction - INFO - Epoch [40][3020/3757] lr: 1.000e-02, eta: 5 days, 3:07:49, time: 1.744, data_time: 0.002, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7578, loss_cls: 2.0690, loss: 2.0690, grad_norm: 5.9496 2020-07-28 12:59:54,261 - mmaction - INFO - Epoch [40][3040/3757] lr: 1.000e-02, eta: 5 days, 3:07:16, time: 2.144, data_time: 0.002, memory: 5170, top1_acc: 0.5117, top5_acc: 0.7516, loss_cls: 2.0878, loss: 2.0878, grad_norm: 5.7933 2020-07-28 13:00:32,572 - mmaction - INFO - Epoch [40][3060/3757] lr: 1.000e-02, eta: 5 days, 3:06:34, time: 1.891, data_time: 0.008, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7719, loss_cls: 1.9776, loss: 1.9776, grad_norm: 5.6758 2020-07-28 13:01:13,053 - mmaction - INFO - Epoch [40][3080/3757] lr: 1.000e-02, eta: 5 days, 3:05:58, time: 2.047, data_time: 0.050, memory: 5170, top1_acc: 0.5352, top5_acc: 0.7742, loss_cls: 1.9461, loss: 1.9461, grad_norm: 5.4706 2020-07-28 13:01:52,123 - mmaction - INFO - Epoch [40][3100/3757] lr: 1.000e-02, eta: 5 days, 3:05:18, time: 1.954, data_time: 0.009, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7594, loss_cls: 2.0216, loss: 2.0216, grad_norm: 5.6397 2020-07-28 13:02:33,702 - mmaction - INFO - Epoch [40][3120/3757] lr: 1.000e-02, eta: 5 days, 3:04:43, time: 2.080, data_time: 0.004, memory: 5170, top1_acc: 0.5344, top5_acc: 0.7648, loss_cls: 2.0224, loss: 2.0224, grad_norm: 5.6984 2020-07-28 13:03:12,828 - mmaction - INFO - Epoch [40][3140/3757] lr: 1.000e-02, eta: 5 days, 3:04:03, time: 1.948, data_time: 0.005, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7656, loss_cls: 1.9630, loss: 1.9630, grad_norm: 5.6100 2020-07-28 13:03:53,824 - mmaction - INFO - Epoch [40][3160/3757] lr: 1.000e-02, eta: 5 days, 3:03:27, time: 2.057, data_time: 0.011, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7594, loss_cls: 2.0543, loss: 2.0543, grad_norm: 5.7508 2020-07-28 13:04:30,059 - mmaction - INFO - Epoch [40][3180/3757] lr: 1.000e-02, eta: 5 days, 3:02:43, time: 1.804, data_time: 0.007, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7641, loss_cls: 2.0513, loss: 2.0513, grad_norm: 5.5733 2020-07-28 13:05:10,963 - mmaction - INFO - Epoch [40][3200/3757] lr: 1.000e-02, eta: 5 days, 3:02:07, time: 2.054, data_time: 0.011, memory: 5170, top1_acc: 0.4953, top5_acc: 0.7594, loss_cls: 2.1177, loss: 2.1177, grad_norm: 5.7244 2020-07-28 13:05:51,728 - mmaction - INFO - Epoch [40][3220/3757] lr: 1.000e-02, eta: 5 days, 3:01:30, time: 2.036, data_time: 0.006, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7750, loss_cls: 1.9846, loss: 1.9846, grad_norm: 5.5758 2020-07-28 13:06:26,488 - mmaction - INFO - Epoch [40][3240/3757] lr: 1.000e-02, eta: 5 days, 3:00:44, time: 1.740, data_time: 0.007, memory: 5170, top1_acc: 0.5359, top5_acc: 0.7703, loss_cls: 1.9706, loss: 1.9706, grad_norm: 5.5589 2020-07-28 13:07:04,851 - mmaction - INFO - Epoch [40][3260/3757] lr: 1.000e-02, eta: 5 days, 3:00:03, time: 1.917, data_time: 0.135, memory: 5170, top1_acc: 0.5125, top5_acc: 0.7727, loss_cls: 2.0412, loss: 2.0412, grad_norm: 5.7050 2020-07-28 13:07:43,904 - mmaction - INFO - Epoch [40][3280/3757] lr: 1.000e-02, eta: 5 days, 2:59:24, time: 1.950, data_time: 0.661, memory: 5170, top1_acc: 0.5164, top5_acc: 0.7492, loss_cls: 2.1250, loss: 2.1250, grad_norm: 5.6235 2020-07-28 13:08:22,023 - mmaction - INFO - Epoch [40][3300/3757] lr: 1.000e-02, eta: 5 days, 2:58:43, time: 1.909, data_time: 0.184, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7641, loss_cls: 2.0763, loss: 2.0763, grad_norm: 5.6816 2020-07-28 13:09:02,241 - mmaction - INFO - Epoch [40][3320/3757] lr: 1.000e-02, eta: 5 days, 2:58:06, time: 2.009, data_time: 1.342, memory: 5170, top1_acc: 0.5398, top5_acc: 0.7812, loss_cls: 1.9590, loss: 1.9590, grad_norm: 5.4740 2020-07-28 13:09:38,552 - mmaction - INFO - Epoch [40][3340/3757] lr: 1.000e-02, eta: 5 days, 2:57:22, time: 1.819, data_time: 1.053, memory: 5170, top1_acc: 0.5133, top5_acc: 0.7383, loss_cls: 2.1196, loss: 2.1196, grad_norm: 5.7106 2020-07-28 13:10:19,647 - mmaction - INFO - Epoch [40][3360/3757] lr: 1.000e-02, eta: 5 days, 2:56:46, time: 2.055, data_time: 0.684, memory: 5170, top1_acc: 0.5453, top5_acc: 0.7609, loss_cls: 1.9730, loss: 1.9730, grad_norm: 5.6532 2020-07-28 13:10:57,065 - mmaction - INFO - Epoch [40][3380/3757] lr: 1.000e-02, eta: 5 days, 2:56:04, time: 1.871, data_time: 1.071, memory: 5170, top1_acc: 0.5180, top5_acc: 0.7664, loss_cls: 2.0492, loss: 2.0492, grad_norm: 5.9549 2020-07-28 13:11:39,473 - mmaction - INFO - Epoch [40][3400/3757] lr: 1.000e-02, eta: 5 days, 2:55:29, time: 2.119, data_time: 0.456, memory: 5170, top1_acc: 0.5094, top5_acc: 0.7562, loss_cls: 2.0706, loss: 2.0706, grad_norm: 5.7981 2020-07-28 13:12:16,720 - mmaction - INFO - Epoch [40][3420/3757] lr: 1.000e-02, eta: 5 days, 2:54:47, time: 1.854, data_time: 0.436, memory: 5170, top1_acc: 0.5195, top5_acc: 0.7539, loss_cls: 2.0679, loss: 2.0679, grad_norm: 5.7375 2020-07-28 13:12:57,189 - mmaction - INFO - Epoch [40][3440/3757] lr: 1.000e-02, eta: 5 days, 2:54:10, time: 2.032, data_time: 0.012, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7414, loss_cls: 2.0699, loss: 2.0699, grad_norm: 5.7014 2020-07-28 13:13:33,484 - mmaction - INFO - Epoch [40][3460/3757] lr: 1.000e-02, eta: 5 days, 2:53:26, time: 1.815, data_time: 0.003, memory: 5170, top1_acc: 0.5383, top5_acc: 0.7734, loss_cls: 1.9990, loss: 1.9990, grad_norm: 5.4681 2020-07-28 13:14:11,028 - mmaction - INFO - Epoch [40][3480/3757] lr: 1.000e-02, eta: 5 days, 2:52:45, time: 1.879, data_time: 0.063, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7656, loss_cls: 2.0404, loss: 2.0404, grad_norm: 5.6541 2020-07-28 13:14:50,901 - mmaction - INFO - Epoch [40][3500/3757] lr: 1.000e-02, eta: 5 days, 2:52:07, time: 1.991, data_time: 0.033, memory: 5170, top1_acc: 0.5219, top5_acc: 0.7578, loss_cls: 2.0559, loss: 2.0559, grad_norm: 5.7947 2020-07-28 13:15:35,003 - mmaction - INFO - Epoch [40][3520/3757] lr: 1.000e-02, eta: 5 days, 2:51:35, time: 2.200, data_time: 0.532, memory: 5170, top1_acc: 0.5508, top5_acc: 0.7766, loss_cls: 1.9794, loss: 1.9794, grad_norm: 5.6552 2020-07-28 13:16:11,890 - mmaction - INFO - Epoch [40][3540/3757] lr: 1.000e-02, eta: 5 days, 2:50:52, time: 1.852, data_time: 0.040, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7633, loss_cls: 1.9971, loss: 1.9971, grad_norm: 5.5034 2020-07-28 13:16:55,032 - mmaction - INFO - Epoch [40][3560/3757] lr: 1.000e-02, eta: 5 days, 2:50:19, time: 2.151, data_time: 0.008, memory: 5170, top1_acc: 0.5172, top5_acc: 0.7742, loss_cls: 2.0174, loss: 2.0174, grad_norm: 5.6737 2020-07-28 13:17:29,439 - mmaction - INFO - Epoch [40][3580/3757] lr: 1.000e-02, eta: 5 days, 2:49:32, time: 1.725, data_time: 0.010, memory: 5170, top1_acc: 0.5523, top5_acc: 0.7672, loss_cls: 1.9662, loss: 1.9662, grad_norm: 5.6122 2020-07-28 13:18:11,108 - mmaction - INFO - Epoch [40][3600/3757] lr: 1.000e-02, eta: 5 days, 2:48:57, time: 2.085, data_time: 0.009, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7750, loss_cls: 1.9330, loss: 1.9330, grad_norm: 5.6465 2020-07-28 13:18:51,299 - mmaction - INFO - Epoch [40][3620/3757] lr: 1.000e-02, eta: 5 days, 2:48:19, time: 2.006, data_time: 0.003, memory: 5170, top1_acc: 0.5297, top5_acc: 0.7633, loss_cls: 1.9717, loss: 1.9717, grad_norm: 5.4809 2020-07-28 13:19:26,110 - mmaction - INFO - Epoch [40][3640/3757] lr: 1.000e-02, eta: 5 days, 2:47:33, time: 1.742, data_time: 0.011, memory: 5170, top1_acc: 0.5328, top5_acc: 0.7594, loss_cls: 2.0225, loss: 2.0225, grad_norm: 5.8403 2020-07-28 13:20:06,591 - mmaction - INFO - Epoch [40][3660/3757] lr: 1.000e-02, eta: 5 days, 2:46:56, time: 2.024, data_time: 0.232, memory: 5170, top1_acc: 0.5430, top5_acc: 0.7641, loss_cls: 2.0082, loss: 2.0082, grad_norm: 5.5645 2020-07-28 13:20:43,769 - mmaction - INFO - Epoch [40][3680/3757] lr: 1.000e-02, eta: 5 days, 2:46:14, time: 1.860, data_time: 0.089, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7641, loss_cls: 1.9919, loss: 1.9919, grad_norm: 5.5367 2020-07-28 13:21:21,450 - mmaction - INFO - Epoch [40][3700/3757] lr: 1.000e-02, eta: 5 days, 2:45:32, time: 1.876, data_time: 0.008, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7883, loss_cls: 1.8735, loss: 1.8735, grad_norm: 5.5203 2020-07-28 13:22:00,200 - mmaction - INFO - Epoch [40][3720/3757] lr: 1.000e-02, eta: 5 days, 2:44:53, time: 1.946, data_time: 0.087, memory: 5170, top1_acc: 0.5336, top5_acc: 0.7617, loss_cls: 2.0298, loss: 2.0298, grad_norm: 5.8367 2020-07-28 13:22:40,669 - mmaction - INFO - Epoch [40][3740/3757] lr: 1.000e-02, eta: 5 days, 2:44:15, time: 2.020, data_time: 0.063, memory: 5170, top1_acc: 0.5109, top5_acc: 0.7633, loss_cls: 2.0368, loss: 2.0368, grad_norm: 5.9111 2020-07-28 13:23:08,002 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-07-28 13:24:05,078 - mmaction - INFO - Epoch [41][20/3757] lr: 1.000e-03, eta: 5 days, 2:42:37, time: 2.777, data_time: 2.026, memory: 5170, top1_acc: 0.5211, top5_acc: 0.7484, loss_cls: 2.0879, loss: 2.0879, grad_norm: 5.7052 2020-07-28 13:24:45,296 - mmaction - INFO - Epoch [41][40/3757] lr: 1.000e-03, eta: 5 days, 2:41:59, time: 2.009, data_time: 1.449, memory: 5170, top1_acc: 0.5539, top5_acc: 0.7797, loss_cls: 1.8896, loss: 1.8896, grad_norm: 5.3758 2020-07-28 13:25:21,650 - mmaction - INFO - Epoch [41][60/3757] lr: 1.000e-03, eta: 5 days, 2:41:16, time: 1.812, data_time: 1.248, memory: 5170, top1_acc: 0.5563, top5_acc: 0.7742, loss_cls: 1.9642, loss: 1.9642, grad_norm: 5.5321 2020-07-28 13:26:01,544 - mmaction - INFO - Epoch [41][80/3757] lr: 1.000e-03, eta: 5 days, 2:40:38, time: 2.002, data_time: 1.196, memory: 5170, top1_acc: 0.5445, top5_acc: 0.7844, loss_cls: 1.8789, loss: 1.8789, grad_norm: 5.3279 2020-07-28 13:26:40,529 - mmaction - INFO - Epoch [41][100/3757] lr: 1.000e-03, eta: 5 days, 2:39:58, time: 1.946, data_time: 0.008, memory: 5170, top1_acc: 0.5469, top5_acc: 0.7664, loss_cls: 1.9648, loss: 1.9648, grad_norm: 5.3294 2020-07-28 13:27:19,673 - mmaction - INFO - Epoch [41][120/3757] lr: 1.000e-03, eta: 5 days, 2:39:19, time: 1.954, data_time: 0.009, memory: 5170, top1_acc: 0.5555, top5_acc: 0.7773, loss_cls: 1.9225, loss: 1.9225, grad_norm: 5.4305 2020-07-28 13:27:58,985 - mmaction - INFO - Epoch [41][140/3757] lr: 1.000e-03, eta: 5 days, 2:38:40, time: 1.973, data_time: 0.017, memory: 5170, top1_acc: 0.5484, top5_acc: 0.7602, loss_cls: 1.9298, loss: 1.9298, grad_norm: 5.3667 2020-07-28 13:28:39,009 - mmaction - INFO - Epoch [41][160/3757] lr: 1.000e-03, eta: 5 days, 2:38:02, time: 1.993, data_time: 0.304, memory: 5170, top1_acc: 0.5492, top5_acc: 0.7859, loss_cls: 1.8971, loss: 1.8971, grad_norm: 5.3551 2020-07-28 13:29:20,695 - mmaction - INFO - Epoch [41][180/3757] lr: 1.000e-03, eta: 5 days, 2:37:27, time: 2.090, data_time: 0.344, memory: 5170, top1_acc: 0.5703, top5_acc: 0.7922, loss_cls: 1.7968, loss: 1.7968, grad_norm: 5.3683 2020-07-28 13:29:52,698 - mmaction - INFO - Epoch [41][200/3757] lr: 1.000e-03, eta: 5 days, 2:36:37, time: 1.603, data_time: 0.419, memory: 5170, top1_acc: 0.5758, top5_acc: 0.8016, loss_cls: 1.8049, loss: 1.8049, grad_norm: 5.3495 2020-07-28 13:30:33,933 - mmaction - INFO - Epoch [41][220/3757] lr: 1.000e-03, eta: 5 days, 2:36:00, time: 2.055, data_time: 0.303, memory: 5170, top1_acc: 0.5695, top5_acc: 0.7836, loss_cls: 1.8350, loss: 1.8350, grad_norm: 5.3993 2020-07-28 13:31:14,234 - mmaction - INFO - Epoch [41][240/3757] lr: 1.000e-03, eta: 5 days, 2:35:23, time: 2.021, data_time: 0.208, memory: 5170, top1_acc: 0.5781, top5_acc: 0.7984, loss_cls: 1.8020, loss: 1.8020, grad_norm: 5.2650 2020-07-28 13:31:56,638 - mmaction - INFO - Epoch [41][260/3757] lr: 1.000e-03, eta: 5 days, 2:34:48, time: 2.112, data_time: 0.062, memory: 5170, top1_acc: 0.5859, top5_acc: 0.8000, loss_cls: 1.7455, loss: 1.7455, grad_norm: 5.2522 2020-07-28 13:32:34,108 - mmaction - INFO - Epoch [41][280/3757] lr: 1.000e-03, eta: 5 days, 2:34:07, time: 1.875, data_time: 0.042, memory: 5170, top1_acc: 0.5586, top5_acc: 0.7969, loss_cls: 1.8362, loss: 1.8362, grad_norm: 5.5318 2020-07-28 13:33:10,357 - mmaction - INFO - Epoch [41][300/3757] lr: 1.000e-03, eta: 5 days, 2:33:23, time: 1.811, data_time: 0.010, memory: 5170, top1_acc: 0.5664, top5_acc: 0.7898, loss_cls: 1.8329, loss: 1.8329, grad_norm: 5.4680 2020-07-28 13:33:48,389 - mmaction - INFO - Epoch [41][320/3757] lr: 1.000e-03, eta: 5 days, 2:32:42, time: 1.909, data_time: 0.379, memory: 5170, top1_acc: 0.5734, top5_acc: 0.7812, loss_cls: 1.8656, loss: 1.8656, grad_norm: 5.4120 2020-07-28 13:34:30,596 - mmaction - INFO - Epoch [41][340/3757] lr: 1.000e-03, eta: 5 days, 2:32:07, time: 2.105, data_time: 0.728, memory: 5170, top1_acc: 0.5813, top5_acc: 0.8047, loss_cls: 1.7315, loss: 1.7315, grad_norm: 5.2758 2020-07-28 13:35:09,307 - mmaction - INFO - Epoch [41][360/3757] lr: 1.000e-03, eta: 5 days, 2:31:28, time: 1.939, data_time: 0.115, memory: 5170, top1_acc: 0.5820, top5_acc: 0.8008, loss_cls: 1.7796, loss: 1.7796, grad_norm: 5.2809 2020-07-28 13:35:44,309 - mmaction - INFO - Epoch [41][380/3757] lr: 1.000e-03, eta: 5 days, 2:30:42, time: 1.753, data_time: 0.607, memory: 5170, top1_acc: 0.5703, top5_acc: 0.8094, loss_cls: 1.8033, loss: 1.8033, grad_norm: 5.3337 2020-07-28 13:36:24,690 - mmaction - INFO - Epoch [41][400/3757] lr: 1.000e-03, eta: 5 days, 2:30:04, time: 2.010, data_time: 0.069, memory: 5170, top1_acc: 0.5867, top5_acc: 0.7945, loss_cls: 1.7725, loss: 1.7725, grad_norm: 5.3864 2020-07-28 13:37:03,655 - mmaction - INFO - Epoch [41][420/3757] lr: 1.000e-03, eta: 5 days, 2:29:25, time: 1.955, data_time: 0.012, memory: 5170, top1_acc: 0.5898, top5_acc: 0.8125, loss_cls: 1.6985, loss: 1.6985, grad_norm: 5.3616 2020-07-28 13:37:44,075 - mmaction - INFO - Epoch [41][440/3757] lr: 1.000e-03, eta: 5 days, 2:28:48, time: 2.020, data_time: 0.010, memory: 5170, top1_acc: 0.5695, top5_acc: 0.7750, loss_cls: 1.8557, loss: 1.8557, grad_norm: 5.6092 2020-07-28 13:38:21,819 - mmaction - INFO - Epoch [41][460/3757] lr: 1.000e-03, eta: 5 days, 2:28:06, time: 1.888, data_time: 0.010, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8070, loss_cls: 1.6989, loss: 1.6989, grad_norm: 5.2470 2020-07-28 13:39:00,022 - mmaction - INFO - Epoch [41][480/3757] lr: 1.000e-03, eta: 5 days, 2:27:25, time: 1.903, data_time: 0.257, memory: 5170, top1_acc: 0.5906, top5_acc: 0.8016, loss_cls: 1.7475, loss: 1.7475, grad_norm: 5.4371 2020-07-28 13:39:40,291 - mmaction - INFO - Epoch [41][500/3757] lr: 1.000e-03, eta: 5 days, 2:26:48, time: 2.023, data_time: 0.452, memory: 5170, top1_acc: 0.5914, top5_acc: 0.8063, loss_cls: 1.7259, loss: 1.7259, grad_norm: 5.2485 2020-07-28 13:40:19,299 - mmaction - INFO - Epoch [41][520/3757] lr: 1.000e-03, eta: 5 days, 2:26:08, time: 1.944, data_time: 0.257, memory: 5170, top1_acc: 0.5867, top5_acc: 0.8039, loss_cls: 1.7693, loss: 1.7693, grad_norm: 5.3110 2020-07-28 13:40:59,098 - mmaction - INFO - Epoch [41][540/3757] lr: 1.000e-03, eta: 5 days, 2:25:30, time: 1.996, data_time: 0.531, memory: 5170, top1_acc: 0.5797, top5_acc: 0.7914, loss_cls: 1.8394, loss: 1.8394, grad_norm: 5.6192 2020-07-28 13:41:35,921 - mmaction - INFO - Epoch [41][560/3757] lr: 1.000e-03, eta: 5 days, 2:24:47, time: 1.837, data_time: 0.092, memory: 5170, top1_acc: 0.5750, top5_acc: 0.7992, loss_cls: 1.7907, loss: 1.7907, grad_norm: 5.3087 2020-07-28 13:42:20,003 - mmaction - INFO - Epoch [41][580/3757] lr: 1.000e-03, eta: 5 days, 2:24:16, time: 2.208, data_time: 0.051, memory: 5170, top1_acc: 0.5695, top5_acc: 0.8047, loss_cls: 1.8169, loss: 1.8169, grad_norm: 5.4003 2020-07-28 13:43:00,409 - mmaction - INFO - Epoch [41][600/3757] lr: 1.000e-03, eta: 5 days, 2:23:38, time: 2.018, data_time: 0.006, memory: 5170, top1_acc: 0.5531, top5_acc: 0.7937, loss_cls: 1.8604, loss: 1.8604, grad_norm: 5.5856 2020-07-28 13:43:37,859 - mmaction - INFO - Epoch [41][620/3757] lr: 1.000e-03, eta: 5 days, 2:22:56, time: 1.872, data_time: 0.005, memory: 5170, top1_acc: 0.5914, top5_acc: 0.8023, loss_cls: 1.7612, loss: 1.7612, grad_norm: 5.3779 2020-07-28 13:44:16,578 - mmaction - INFO - Epoch [41][640/3757] lr: 1.000e-03, eta: 5 days, 2:22:16, time: 1.929, data_time: 0.011, memory: 5170, top1_acc: 0.5703, top5_acc: 0.8086, loss_cls: 1.7683, loss: 1.7683, grad_norm: 5.5677 2020-07-28 13:44:58,309 - mmaction - INFO - Epoch [41][660/3757] lr: 1.000e-03, eta: 5 days, 2:21:41, time: 2.092, data_time: 0.066, memory: 5170, top1_acc: 0.5883, top5_acc: 0.7914, loss_cls: 1.7728, loss: 1.7728, grad_norm: 5.2093 2020-07-28 13:45:38,325 - mmaction - INFO - Epoch [41][680/3757] lr: 1.000e-03, eta: 5 days, 2:21:03, time: 2.000, data_time: 0.011, memory: 5170, top1_acc: 0.6016, top5_acc: 0.8031, loss_cls: 1.7017, loss: 1.7017, grad_norm: 5.5227 2020-07-28 13:46:12,743 - mmaction - INFO - Epoch [41][700/3757] lr: 1.000e-03, eta: 5 days, 2:20:17, time: 1.725, data_time: 0.011, memory: 5170, top1_acc: 0.5734, top5_acc: 0.8117, loss_cls: 1.7810, loss: 1.7810, grad_norm: 5.4611 2020-07-28 13:46:50,922 - mmaction - INFO - Epoch [41][720/3757] lr: 1.000e-03, eta: 5 days, 2:19:36, time: 1.909, data_time: 0.003, memory: 5170, top1_acc: 0.5922, top5_acc: 0.7977, loss_cls: 1.7574, loss: 1.7574, grad_norm: 5.3834 2020-07-28 13:47:29,308 - mmaction - INFO - Epoch [41][740/3757] lr: 1.000e-03, eta: 5 days, 2:18:56, time: 1.917, data_time: 0.008, memory: 5170, top1_acc: 0.5914, top5_acc: 0.7930, loss_cls: 1.7892, loss: 1.7892, grad_norm: 5.4424 2020-07-28 13:48:09,799 - mmaction - INFO - Epoch [41][760/3757] lr: 1.000e-03, eta: 5 days, 2:18:18, time: 2.026, data_time: 0.044, memory: 5170, top1_acc: 0.6148, top5_acc: 0.7937, loss_cls: 1.7530, loss: 1.7530, grad_norm: 5.3370 2020-07-28 13:48:47,793 - mmaction - INFO - Epoch [41][780/3757] lr: 1.000e-03, eta: 5 days, 2:17:37, time: 1.898, data_time: 0.004, memory: 5170, top1_acc: 0.6023, top5_acc: 0.8063, loss_cls: 1.7288, loss: 1.7288, grad_norm: 5.2968 2020-07-28 13:49:25,677 - mmaction - INFO - Epoch [41][800/3757] lr: 1.000e-03, eta: 5 days, 2:16:56, time: 1.888, data_time: 0.009, memory: 5170, top1_acc: 0.6031, top5_acc: 0.8180, loss_cls: 1.6913, loss: 1.6913, grad_norm: 5.3275 2020-07-28 13:50:06,982 - mmaction - INFO - Epoch [41][820/3757] lr: 1.000e-03, eta: 5 days, 2:16:20, time: 2.072, data_time: 0.026, memory: 5170, top1_acc: 0.5687, top5_acc: 0.7758, loss_cls: 1.8805, loss: 1.8805, grad_norm: 5.4959 2020-07-28 13:50:45,777 - mmaction - INFO - Epoch [41][840/3757] lr: 1.000e-03, eta: 5 days, 2:15:40, time: 1.937, data_time: 0.003, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8195, loss_cls: 1.6380, loss: 1.6380, grad_norm: 5.3360 2020-07-28 13:51:23,941 - mmaction - INFO - Epoch [41][860/3757] lr: 1.000e-03, eta: 5 days, 2:15:00, time: 1.906, data_time: 0.111, memory: 5170, top1_acc: 0.5891, top5_acc: 0.8031, loss_cls: 1.7364, loss: 1.7364, grad_norm: 5.5016 2020-07-28 13:52:01,656 - mmaction - INFO - Epoch [41][880/3757] lr: 1.000e-03, eta: 5 days, 2:14:18, time: 1.887, data_time: 0.008, memory: 5170, top1_acc: 0.5984, top5_acc: 0.8156, loss_cls: 1.6907, loss: 1.6907, grad_norm: 5.4296 2020-07-28 13:52:38,788 - mmaction - INFO - Epoch [41][900/3757] lr: 1.000e-03, eta: 5 days, 2:13:36, time: 1.852, data_time: 0.008, memory: 5170, top1_acc: 0.5906, top5_acc: 0.7977, loss_cls: 1.7503, loss: 1.7503, grad_norm: 5.4810 2020-07-28 13:53:17,542 - mmaction - INFO - Epoch [41][920/3757] lr: 1.000e-03, eta: 5 days, 2:12:56, time: 1.945, data_time: 0.011, memory: 5170, top1_acc: 0.5703, top5_acc: 0.7930, loss_cls: 1.8210, loss: 1.8210, grad_norm: 5.6168 2020-07-28 13:53:55,620 - mmaction - INFO - Epoch [41][940/3757] lr: 1.000e-03, eta: 5 days, 2:12:15, time: 1.905, data_time: 0.364, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8219, loss_cls: 1.6460, loss: 1.6460, grad_norm: 5.3348 2020-07-28 13:54:34,733 - mmaction - INFO - Epoch [41][960/3757] lr: 1.000e-03, eta: 5 days, 2:11:36, time: 1.955, data_time: 1.067, memory: 5170, top1_acc: 0.5813, top5_acc: 0.8102, loss_cls: 1.7522, loss: 1.7522, grad_norm: 5.5060 2020-07-28 13:55:13,433 - mmaction - INFO - Epoch [41][980/3757] lr: 1.000e-03, eta: 5 days, 2:10:56, time: 1.928, data_time: 0.697, memory: 5170, top1_acc: 0.5805, top5_acc: 0.8078, loss_cls: 1.7362, loss: 1.7362, grad_norm: 5.4584 2020-07-28 13:55:54,098 - mmaction - INFO - Epoch [41][1000/3757] lr: 1.000e-03, eta: 5 days, 2:10:19, time: 2.040, data_time: 0.472, memory: 5170, top1_acc: 0.6023, top5_acc: 0.8164, loss_cls: 1.6556, loss: 1.6556, grad_norm: 5.2459 2020-07-28 13:56:32,018 - mmaction - INFO - Epoch [41][1020/3757] lr: 1.000e-03, eta: 5 days, 2:09:38, time: 1.897, data_time: 0.049, memory: 5170, top1_acc: 0.5859, top5_acc: 0.8148, loss_cls: 1.7017, loss: 1.7017, grad_norm: 5.3752 2020-07-28 13:57:10,087 - mmaction - INFO - Epoch [41][1040/3757] lr: 1.000e-03, eta: 5 days, 2:08:57, time: 1.898, data_time: 0.007, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8242, loss_cls: 1.5871, loss: 1.5871, grad_norm: 5.1583 2020-07-28 13:57:46,732 - mmaction - INFO - Epoch [41][1060/3757] lr: 1.000e-03, eta: 5 days, 2:08:14, time: 1.837, data_time: 0.254, memory: 5170, top1_acc: 0.5984, top5_acc: 0.8031, loss_cls: 1.7579, loss: 1.7579, grad_norm: 5.2853 2020-07-28 13:58:27,098 - mmaction - INFO - Epoch [41][1080/3757] lr: 1.000e-03, eta: 5 days, 2:07:37, time: 2.014, data_time: 0.092, memory: 5170, top1_acc: 0.5844, top5_acc: 0.8000, loss_cls: 1.7285, loss: 1.7285, grad_norm: 5.4049 2020-07-28 13:59:06,559 - mmaction - INFO - Epoch [41][1100/3757] lr: 1.000e-03, eta: 5 days, 2:06:58, time: 1.976, data_time: 0.009, memory: 5170, top1_acc: 0.5867, top5_acc: 0.8008, loss_cls: 1.7372, loss: 1.7372, grad_norm: 5.3714 2020-07-28 13:59:44,701 - mmaction - INFO - Epoch [41][1120/3757] lr: 1.000e-03, eta: 5 days, 2:06:17, time: 1.899, data_time: 0.268, memory: 5170, top1_acc: 0.5758, top5_acc: 0.7953, loss_cls: 1.8187, loss: 1.8187, grad_norm: 5.3890 2020-07-28 14:00:22,744 - mmaction - INFO - Epoch [41][1140/3757] lr: 1.000e-03, eta: 5 days, 2:05:36, time: 1.904, data_time: 0.458, memory: 5170, top1_acc: 0.5766, top5_acc: 0.7875, loss_cls: 1.8186, loss: 1.8186, grad_norm: 5.4354 2020-07-28 14:01:01,882 - mmaction - INFO - Epoch [41][1160/3757] lr: 1.000e-03, eta: 5 days, 2:04:57, time: 1.965, data_time: 0.300, memory: 5170, top1_acc: 0.5922, top5_acc: 0.7961, loss_cls: 1.8254, loss: 1.8254, grad_norm: 5.5762 2020-07-28 14:01:42,944 - mmaction - INFO - Epoch [41][1180/3757] lr: 1.000e-03, eta: 5 days, 2:04:20, time: 2.046, data_time: 1.066, memory: 5170, top1_acc: 0.5672, top5_acc: 0.8203, loss_cls: 1.7327, loss: 1.7327, grad_norm: 5.5577 2020-07-28 14:02:21,512 - mmaction - INFO - Epoch [41][1200/3757] lr: 1.000e-03, eta: 5 days, 2:03:40, time: 1.935, data_time: 0.859, memory: 5170, top1_acc: 0.5945, top5_acc: 0.8258, loss_cls: 1.7127, loss: 1.7127, grad_norm: 5.4364 2020-07-28 14:03:00,574 - mmaction - INFO - Epoch [41][1220/3757] lr: 1.000e-03, eta: 5 days, 2:03:01, time: 1.950, data_time: 0.901, memory: 5170, top1_acc: 0.5852, top5_acc: 0.8203, loss_cls: 1.6999, loss: 1.6999, grad_norm: 5.5165 2020-07-28 14:03:42,123 - mmaction - INFO - Epoch [41][1240/3757] lr: 1.000e-03, eta: 5 days, 2:02:25, time: 2.079, data_time: 1.159, memory: 5170, top1_acc: 0.5859, top5_acc: 0.8086, loss_cls: 1.7418, loss: 1.7418, grad_norm: 5.5270 2020-07-28 14:04:20,230 - mmaction - INFO - Epoch [41][1260/3757] lr: 1.000e-03, eta: 5 days, 2:01:44, time: 1.899, data_time: 1.289, memory: 5170, top1_acc: 0.5930, top5_acc: 0.7945, loss_cls: 1.7410, loss: 1.7410, grad_norm: 5.4485 2020-07-28 14:04:57,320 - mmaction - INFO - Epoch [41][1280/3757] lr: 1.000e-03, eta: 5 days, 2:01:02, time: 1.859, data_time: 1.224, memory: 5170, top1_acc: 0.5930, top5_acc: 0.8125, loss_cls: 1.7020, loss: 1.7020, grad_norm: 5.3261 2020-07-28 14:05:34,330 - mmaction - INFO - Epoch [41][1300/3757] lr: 1.000e-03, eta: 5 days, 2:00:20, time: 1.853, data_time: 0.670, memory: 5170, top1_acc: 0.5563, top5_acc: 0.7953, loss_cls: 1.8330, loss: 1.8330, grad_norm: 5.7592 2020-07-28 14:06:16,966 - mmaction - INFO - Epoch [41][1320/3757] lr: 1.000e-03, eta: 5 days, 1:59:46, time: 2.132, data_time: 0.867, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8273, loss_cls: 1.6012, loss: 1.6012, grad_norm: 5.2008 2020-07-28 14:06:56,862 - mmaction - INFO - Epoch [41][1340/3757] lr: 1.000e-03, eta: 5 days, 1:59:07, time: 1.993, data_time: 0.591, memory: 5170, top1_acc: 0.5875, top5_acc: 0.7953, loss_cls: 1.7662, loss: 1.7662, grad_norm: 5.6889 2020-07-28 14:07:34,578 - mmaction - INFO - Epoch [41][1360/3757] lr: 1.000e-03, eta: 5 days, 1:58:26, time: 1.881, data_time: 1.102, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8219, loss_cls: 1.6720, loss: 1.6720, grad_norm: 5.4403 2020-07-28 14:08:11,366 - mmaction - INFO - Epoch [41][1380/3757] lr: 1.000e-03, eta: 5 days, 1:57:43, time: 1.842, data_time: 0.516, memory: 5170, top1_acc: 0.5820, top5_acc: 0.8070, loss_cls: 1.7817, loss: 1.7817, grad_norm: 5.5007 2020-07-28 14:08:48,416 - mmaction - INFO - Epoch [41][1400/3757] lr: 1.000e-03, eta: 5 days, 1:57:01, time: 1.849, data_time: 0.222, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8164, loss_cls: 1.6735, loss: 1.6735, grad_norm: 5.5166 2020-07-28 14:09:30,960 - mmaction - INFO - Epoch [41][1420/3757] lr: 1.000e-03, eta: 5 days, 1:56:27, time: 2.134, data_time: 1.295, memory: 5170, top1_acc: 0.5797, top5_acc: 0.8164, loss_cls: 1.7406, loss: 1.7406, grad_norm: 5.5349 2020-07-28 14:10:07,382 - mmaction - INFO - Epoch [41][1440/3757] lr: 1.000e-03, eta: 5 days, 1:55:43, time: 1.819, data_time: 0.656, memory: 5170, top1_acc: 0.5773, top5_acc: 0.7906, loss_cls: 1.8232, loss: 1.8232, grad_norm: 5.5360 2020-07-28 14:10:44,579 - mmaction - INFO - Epoch [41][1460/3757] lr: 1.000e-03, eta: 5 days, 1:55:01, time: 1.855, data_time: 0.101, memory: 5170, top1_acc: 0.5953, top5_acc: 0.7984, loss_cls: 1.7488, loss: 1.7488, grad_norm: 5.5219 2020-07-28 14:11:21,833 - mmaction - INFO - Epoch [41][1480/3757] lr: 1.000e-03, eta: 5 days, 1:54:19, time: 1.869, data_time: 0.026, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8148, loss_cls: 1.6348, loss: 1.6348, grad_norm: 5.3507 2020-07-28 14:12:03,910 - mmaction - INFO - Epoch [41][1500/3757] lr: 1.000e-03, eta: 5 days, 1:53:44, time: 2.102, data_time: 0.024, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8203, loss_cls: 1.6762, loss: 1.6762, grad_norm: 5.4373 2020-07-28 14:12:39,085 - mmaction - INFO - Epoch [41][1520/3757] lr: 1.000e-03, eta: 5 days, 1:52:59, time: 1.763, data_time: 0.014, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8242, loss_cls: 1.6397, loss: 1.6397, grad_norm: 5.3561 2020-07-28 14:13:21,771 - mmaction - INFO - Epoch [41][1540/3757] lr: 1.000e-03, eta: 5 days, 1:52:25, time: 2.132, data_time: 0.080, memory: 5170, top1_acc: 0.5867, top5_acc: 0.8039, loss_cls: 1.7150, loss: 1.7150, grad_norm: 5.4712 2020-07-28 14:13:58,006 - mmaction - INFO - Epoch [41][1560/3757] lr: 1.000e-03, eta: 5 days, 1:51:42, time: 1.814, data_time: 0.169, memory: 5170, top1_acc: 0.6016, top5_acc: 0.8078, loss_cls: 1.7050, loss: 1.7050, grad_norm: 5.3565 2020-07-28 14:14:40,141 - mmaction - INFO - Epoch [41][1580/3757] lr: 1.000e-03, eta: 5 days, 1:51:06, time: 2.098, data_time: 0.066, memory: 5170, top1_acc: 0.5891, top5_acc: 0.8219, loss_cls: 1.6811, loss: 1.6811, grad_norm: 5.4428 2020-07-28 14:15:20,730 - mmaction - INFO - Epoch [41][1600/3757] lr: 1.000e-03, eta: 5 days, 1:50:29, time: 2.031, data_time: 0.011, memory: 5170, top1_acc: 0.5922, top5_acc: 0.8281, loss_cls: 1.6737, loss: 1.6737, grad_norm: 5.5427 2020-07-28 14:15:59,319 - mmaction - INFO - Epoch [41][1620/3757] lr: 1.000e-03, eta: 5 days, 1:49:49, time: 1.935, data_time: 0.009, memory: 5170, top1_acc: 0.5813, top5_acc: 0.8125, loss_cls: 1.6749, loss: 1.6749, grad_norm: 5.4970 2020-07-28 14:16:40,886 - mmaction - INFO - Epoch [41][1640/3757] lr: 1.000e-03, eta: 5 days, 1:49:14, time: 2.079, data_time: 0.008, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8063, loss_cls: 1.7174, loss: 1.7174, grad_norm: 5.4427 2020-07-28 14:17:20,436 - mmaction - INFO - Epoch [41][1660/3757] lr: 1.000e-03, eta: 5 days, 1:48:35, time: 1.977, data_time: 0.002, memory: 5170, top1_acc: 0.5977, top5_acc: 0.8234, loss_cls: 1.6897, loss: 1.6897, grad_norm: 5.5774 2020-07-28 14:17:56,542 - mmaction - INFO - Epoch [41][1680/3757] lr: 1.000e-03, eta: 5 days, 1:47:51, time: 1.796, data_time: 0.103, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8094, loss_cls: 1.6898, loss: 1.6898, grad_norm: 5.4329 2020-07-28 14:18:31,581 - mmaction - INFO - Epoch [41][1700/3757] lr: 1.000e-03, eta: 5 days, 1:47:06, time: 1.756, data_time: 0.116, memory: 5170, top1_acc: 0.5945, top5_acc: 0.8281, loss_cls: 1.6972, loss: 1.6972, grad_norm: 5.6134 2020-07-28 14:19:12,717 - mmaction - INFO - Epoch [41][1720/3757] lr: 1.000e-03, eta: 5 days, 1:46:30, time: 2.061, data_time: 0.417, memory: 5170, top1_acc: 0.5633, top5_acc: 0.7953, loss_cls: 1.7901, loss: 1.7901, grad_norm: 5.6442 2020-07-28 14:19:49,411 - mmaction - INFO - Epoch [41][1740/3757] lr: 1.000e-03, eta: 5 days, 1:45:47, time: 1.828, data_time: 0.008, memory: 5170, top1_acc: 0.6062, top5_acc: 0.8297, loss_cls: 1.6137, loss: 1.6137, grad_norm: 5.3939 2020-07-28 14:20:28,655 - mmaction - INFO - Epoch [41][1760/3757] lr: 1.000e-03, eta: 5 days, 1:45:08, time: 1.966, data_time: 0.010, memory: 5170, top1_acc: 0.5891, top5_acc: 0.7992, loss_cls: 1.7330, loss: 1.7330, grad_norm: 5.4686 2020-07-28 14:21:09,122 - mmaction - INFO - Epoch [41][1780/3757] lr: 1.000e-03, eta: 5 days, 1:44:30, time: 2.026, data_time: 0.008, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8195, loss_cls: 1.6603, loss: 1.6603, grad_norm: 5.4710 2020-07-28 14:21:45,724 - mmaction - INFO - Epoch [41][1800/3757] lr: 1.000e-03, eta: 5 days, 1:43:47, time: 1.829, data_time: 0.009, memory: 5170, top1_acc: 0.6062, top5_acc: 0.8164, loss_cls: 1.6571, loss: 1.6571, grad_norm: 5.4013 2020-07-28 14:22:24,188 - mmaction - INFO - Epoch [41][1820/3757] lr: 1.000e-03, eta: 5 days, 1:43:07, time: 1.925, data_time: 0.005, memory: 5170, top1_acc: 0.5898, top5_acc: 0.7914, loss_cls: 1.7692, loss: 1.7692, grad_norm: 5.4760 2020-07-28 14:23:03,855 - mmaction - INFO - Epoch [41][1840/3757] lr: 1.000e-03, eta: 5 days, 1:42:28, time: 1.969, data_time: 0.208, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8203, loss_cls: 1.6361, loss: 1.6361, grad_norm: 5.4403 2020-07-28 14:23:40,954 - mmaction - INFO - Epoch [41][1860/3757] lr: 1.000e-03, eta: 5 days, 1:41:46, time: 1.867, data_time: 0.990, memory: 5170, top1_acc: 0.5938, top5_acc: 0.8211, loss_cls: 1.7088, loss: 1.7088, grad_norm: 5.4823 2020-07-28 14:24:20,635 - mmaction - INFO - Epoch [41][1880/3757] lr: 1.000e-03, eta: 5 days, 1:41:08, time: 1.977, data_time: 0.878, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8258, loss_cls: 1.6171, loss: 1.6171, grad_norm: 5.4409 2020-07-28 14:24:59,249 - mmaction - INFO - Epoch [41][1900/3757] lr: 1.000e-03, eta: 5 days, 1:40:28, time: 1.938, data_time: 0.429, memory: 5170, top1_acc: 0.5836, top5_acc: 0.7930, loss_cls: 1.7785, loss: 1.7785, grad_norm: 5.6004 2020-07-28 14:25:37,113 - mmaction - INFO - Epoch [41][1920/3757] lr: 1.000e-03, eta: 5 days, 1:39:47, time: 1.894, data_time: 0.021, memory: 5170, top1_acc: 0.5836, top5_acc: 0.8047, loss_cls: 1.7720, loss: 1.7720, grad_norm: 5.6333 2020-07-28 14:26:14,425 - mmaction - INFO - Epoch [41][1940/3757] lr: 1.000e-03, eta: 5 days, 1:39:05, time: 1.860, data_time: 0.204, memory: 5170, top1_acc: 0.6023, top5_acc: 0.8187, loss_cls: 1.6889, loss: 1.6889, grad_norm: 5.4332 2020-07-28 14:26:53,873 - mmaction - INFO - Epoch [41][1960/3757] lr: 1.000e-03, eta: 5 days, 1:38:26, time: 1.978, data_time: 0.734, memory: 5170, top1_acc: 0.5742, top5_acc: 0.7859, loss_cls: 1.8221, loss: 1.8221, grad_norm: 5.5927 2020-07-28 14:27:32,823 - mmaction - INFO - Epoch [41][1980/3757] lr: 1.000e-03, eta: 5 days, 1:37:46, time: 1.944, data_time: 0.125, memory: 5170, top1_acc: 0.5805, top5_acc: 0.7805, loss_cls: 1.7511, loss: 1.7511, grad_norm: 5.6120 2020-07-28 14:28:13,852 - mmaction - INFO - Epoch [41][2000/3757] lr: 1.000e-03, eta: 5 days, 1:37:10, time: 2.056, data_time: 0.094, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8141, loss_cls: 1.6285, loss: 1.6285, grad_norm: 5.3465 2020-07-28 14:28:54,074 - mmaction - INFO - Epoch [41][2020/3757] lr: 1.000e-03, eta: 5 days, 1:36:32, time: 2.004, data_time: 0.097, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8195, loss_cls: 1.6898, loss: 1.6898, grad_norm: 5.5357 2020-07-28 14:29:33,400 - mmaction - INFO - Epoch [41][2040/3757] lr: 1.000e-03, eta: 5 days, 1:35:53, time: 1.973, data_time: 0.059, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8016, loss_cls: 1.7042, loss: 1.7042, grad_norm: 5.5801 2020-07-28 14:30:12,717 - mmaction - INFO - Epoch [41][2060/3757] lr: 1.000e-03, eta: 5 days, 1:35:14, time: 1.965, data_time: 0.060, memory: 5170, top1_acc: 0.5703, top5_acc: 0.7961, loss_cls: 1.7504, loss: 1.7504, grad_norm: 5.6166 2020-07-28 14:30:50,041 - mmaction - INFO - Epoch [41][2080/3757] lr: 1.000e-03, eta: 5 days, 1:34:32, time: 1.866, data_time: 0.333, memory: 5170, top1_acc: 0.5938, top5_acc: 0.8102, loss_cls: 1.7099, loss: 1.7099, grad_norm: 5.4310 2020-07-28 14:31:31,065 - mmaction - INFO - Epoch [41][2100/3757] lr: 1.000e-03, eta: 5 days, 1:33:56, time: 2.051, data_time: 0.004, memory: 5170, top1_acc: 0.5961, top5_acc: 0.8148, loss_cls: 1.7163, loss: 1.7163, grad_norm: 5.5999 2020-07-28 14:32:11,377 - mmaction - INFO - Epoch [41][2120/3757] lr: 1.000e-03, eta: 5 days, 1:33:18, time: 2.017, data_time: 0.003, memory: 5170, top1_acc: 0.6008, top5_acc: 0.8180, loss_cls: 1.6826, loss: 1.6826, grad_norm: 5.7263 2020-07-28 14:32:49,164 - mmaction - INFO - Epoch [41][2140/3757] lr: 1.000e-03, eta: 5 days, 1:32:37, time: 1.889, data_time: 0.005, memory: 5170, top1_acc: 0.6047, top5_acc: 0.8219, loss_cls: 1.6463, loss: 1.6463, grad_norm: 5.5566 2020-07-28 14:33:21,892 - mmaction - INFO - Epoch [41][2160/3757] lr: 1.000e-03, eta: 5 days, 1:31:48, time: 1.634, data_time: 0.117, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8313, loss_cls: 1.6171, loss: 1.6171, grad_norm: 5.2996 2020-07-28 14:34:03,646 - mmaction - INFO - Epoch [41][2180/3757] lr: 1.000e-03, eta: 5 days, 1:31:13, time: 2.090, data_time: 0.010, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8086, loss_cls: 1.6187, loss: 1.6187, grad_norm: 5.4693 2020-07-28 14:34:41,084 - mmaction - INFO - Epoch [41][2200/3757] lr: 1.000e-03, eta: 5 days, 1:30:31, time: 1.872, data_time: 0.003, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8281, loss_cls: 1.6104, loss: 1.6104, grad_norm: 5.3949 2020-07-28 14:35:21,721 - mmaction - INFO - Epoch [41][2220/3757] lr: 1.000e-03, eta: 5 days, 1:29:54, time: 2.026, data_time: 0.131, memory: 5170, top1_acc: 0.6016, top5_acc: 0.8070, loss_cls: 1.6737, loss: 1.6737, grad_norm: 5.5351 2020-07-28 14:36:01,463 - mmaction - INFO - Epoch [41][2240/3757] lr: 1.000e-03, eta: 5 days, 1:29:16, time: 1.991, data_time: 0.011, memory: 5170, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.7765, loss: 1.7765, grad_norm: 5.6092 2020-07-28 14:36:42,815 - mmaction - INFO - Epoch [41][2260/3757] lr: 1.000e-03, eta: 5 days, 1:28:39, time: 2.066, data_time: 0.008, memory: 5170, top1_acc: 0.5844, top5_acc: 0.8023, loss_cls: 1.7241, loss: 1.7241, grad_norm: 5.5547 2020-07-28 14:37:20,321 - mmaction - INFO - Epoch [41][2280/3757] lr: 1.000e-03, eta: 5 days, 1:27:58, time: 1.878, data_time: 0.007, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8109, loss_cls: 1.6631, loss: 1.6631, grad_norm: 5.4272 2020-07-28 14:38:00,452 - mmaction - INFO - Epoch [41][2300/3757] lr: 1.000e-03, eta: 5 days, 1:27:20, time: 2.006, data_time: 0.024, memory: 5170, top1_acc: 0.6031, top5_acc: 0.8273, loss_cls: 1.6517, loss: 1.6517, grad_norm: 5.5369 2020-07-28 14:38:40,321 - mmaction - INFO - Epoch [41][2320/3757] lr: 1.000e-03, eta: 5 days, 1:26:42, time: 1.994, data_time: 0.004, memory: 5170, top1_acc: 0.6016, top5_acc: 0.8320, loss_cls: 1.6374, loss: 1.6374, grad_norm: 5.4315 2020-07-28 14:39:20,147 - mmaction - INFO - Epoch [41][2340/3757] lr: 1.000e-03, eta: 5 days, 1:26:03, time: 1.984, data_time: 0.033, memory: 5170, top1_acc: 0.5984, top5_acc: 0.8086, loss_cls: 1.7200, loss: 1.7200, grad_norm: 5.4694 2020-07-28 14:40:00,489 - mmaction - INFO - Epoch [41][2360/3757] lr: 1.000e-03, eta: 5 days, 1:25:26, time: 2.022, data_time: 0.010, memory: 5170, top1_acc: 0.6016, top5_acc: 0.8242, loss_cls: 1.6632, loss: 1.6632, grad_norm: 5.4505 2020-07-28 14:40:39,631 - mmaction - INFO - Epoch [41][2380/3757] lr: 1.000e-03, eta: 5 days, 1:24:47, time: 1.959, data_time: 0.005, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8141, loss_cls: 1.6876, loss: 1.6876, grad_norm: 5.4841 2020-07-28 14:41:16,413 - mmaction - INFO - Epoch [41][2400/3757] lr: 1.000e-03, eta: 5 days, 1:24:04, time: 1.833, data_time: 0.008, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8133, loss_cls: 1.6531, loss: 1.6531, grad_norm: 5.4565 2020-07-28 14:41:57,614 - mmaction - INFO - Epoch [41][2420/3757] lr: 1.000e-03, eta: 5 days, 1:23:28, time: 2.066, data_time: 0.009, memory: 5170, top1_acc: 0.5984, top5_acc: 0.7961, loss_cls: 1.7696, loss: 1.7696, grad_norm: 5.5816 2020-07-28 14:42:38,088 - mmaction - INFO - Epoch [41][2440/3757] lr: 1.000e-03, eta: 5 days, 1:22:50, time: 2.016, data_time: 0.009, memory: 5170, top1_acc: 0.5789, top5_acc: 0.7945, loss_cls: 1.8349, loss: 1.8349, grad_norm: 5.5546 2020-07-28 14:43:14,946 - mmaction - INFO - Epoch [41][2460/3757] lr: 1.000e-03, eta: 5 days, 1:22:08, time: 1.850, data_time: 0.011, memory: 5170, top1_acc: 0.5938, top5_acc: 0.8047, loss_cls: 1.6792, loss: 1.6792, grad_norm: 5.5201 2020-07-28 14:43:55,226 - mmaction - INFO - Epoch [41][2480/3757] lr: 1.000e-03, eta: 5 days, 1:21:30, time: 2.008, data_time: 0.084, memory: 5170, top1_acc: 0.5820, top5_acc: 0.7992, loss_cls: 1.7378, loss: 1.7378, grad_norm: 5.5666 2020-07-28 14:44:31,548 - mmaction - INFO - Epoch [41][2500/3757] lr: 1.000e-03, eta: 5 days, 1:20:47, time: 1.822, data_time: 0.019, memory: 5170, top1_acc: 0.5828, top5_acc: 0.8234, loss_cls: 1.7491, loss: 1.7491, grad_norm: 5.5541 2020-07-28 14:45:10,592 - mmaction - INFO - Epoch [41][2520/3757] lr: 1.000e-03, eta: 5 days, 1:20:07, time: 1.953, data_time: 0.009, memory: 5170, top1_acc: 0.5945, top5_acc: 0.8086, loss_cls: 1.7443, loss: 1.7443, grad_norm: 5.5009 2020-07-28 14:45:49,519 - mmaction - INFO - Epoch [41][2540/3757] lr: 1.000e-03, eta: 5 days, 1:19:28, time: 1.947, data_time: 0.049, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8344, loss_cls: 1.6247, loss: 1.6247, grad_norm: 5.5539 2020-07-28 14:46:33,567 - mmaction - INFO - Epoch [41][2560/3757] lr: 1.000e-03, eta: 5 days, 1:18:56, time: 2.201, data_time: 0.092, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8289, loss_cls: 1.6416, loss: 1.6416, grad_norm: 5.5371 2020-07-28 14:47:13,297 - mmaction - INFO - Epoch [41][2580/3757] lr: 1.000e-03, eta: 5 days, 1:18:17, time: 1.982, data_time: 0.011, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8234, loss_cls: 1.6366, loss: 1.6366, grad_norm: 5.5403 2020-07-28 14:47:51,627 - mmaction - INFO - Epoch [41][2600/3757] lr: 1.000e-03, eta: 5 days, 1:17:37, time: 1.922, data_time: 0.010, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8234, loss_cls: 1.6447, loss: 1.6447, grad_norm: 5.4926 2020-07-28 14:48:29,896 - mmaction - INFO - Epoch [41][2620/3757] lr: 1.000e-03, eta: 5 days, 1:16:56, time: 1.908, data_time: 0.009, memory: 5170, top1_acc: 0.5875, top5_acc: 0.8078, loss_cls: 1.7259, loss: 1.7259, grad_norm: 5.6406 2020-07-28 14:49:11,921 - mmaction - INFO - Epoch [41][2640/3757] lr: 1.000e-03, eta: 5 days, 1:16:21, time: 2.102, data_time: 0.071, memory: 5170, top1_acc: 0.6008, top5_acc: 0.8273, loss_cls: 1.6841, loss: 1.6841, grad_norm: 5.5901 2020-07-28 14:49:49,655 - mmaction - INFO - Epoch [41][2660/3757] lr: 1.000e-03, eta: 5 days, 1:15:40, time: 1.892, data_time: 0.009, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8328, loss_cls: 1.6471, loss: 1.6471, grad_norm: 5.5853 2020-07-28 14:50:25,826 - mmaction - INFO - Epoch [41][2680/3757] lr: 1.000e-03, eta: 5 days, 1:14:56, time: 1.806, data_time: 0.008, memory: 5170, top1_acc: 0.5945, top5_acc: 0.8086, loss_cls: 1.7113, loss: 1.7113, grad_norm: 5.5789 2020-07-28 14:51:05,093 - mmaction - INFO - Epoch [41][2700/3757] lr: 1.000e-03, eta: 5 days, 1:14:17, time: 1.965, data_time: 0.008, memory: 5170, top1_acc: 0.5875, top5_acc: 0.7984, loss_cls: 1.7365, loss: 1.7365, grad_norm: 5.5007 2020-07-28 14:51:42,120 - mmaction - INFO - Epoch [41][2720/3757] lr: 1.000e-03, eta: 5 days, 1:13:35, time: 1.848, data_time: 0.030, memory: 5170, top1_acc: 0.5875, top5_acc: 0.8164, loss_cls: 1.6907, loss: 1.6907, grad_norm: 5.5229 2020-07-28 14:52:20,760 - mmaction - INFO - Epoch [41][2740/3757] lr: 1.000e-03, eta: 5 days, 1:12:55, time: 1.927, data_time: 0.009, memory: 5170, top1_acc: 0.6031, top5_acc: 0.8328, loss_cls: 1.6513, loss: 1.6513, grad_norm: 5.7483 2020-07-28 14:53:01,267 - mmaction - INFO - Epoch [41][2760/3757] lr: 1.000e-03, eta: 5 days, 1:12:18, time: 2.035, data_time: 0.017, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8148, loss_cls: 1.6554, loss: 1.6554, grad_norm: 5.5729 2020-07-28 14:53:41,116 - mmaction - INFO - Epoch [41][2780/3757] lr: 1.000e-03, eta: 5 days, 1:11:39, time: 1.985, data_time: 0.007, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8102, loss_cls: 1.6876, loss: 1.6876, grad_norm: 5.4458 2020-07-28 14:54:20,989 - mmaction - INFO - Epoch [41][2800/3757] lr: 1.000e-03, eta: 5 days, 1:11:01, time: 1.995, data_time: 0.010, memory: 5170, top1_acc: 0.5867, top5_acc: 0.8086, loss_cls: 1.6933, loss: 1.6933, grad_norm: 5.6613 2020-07-28 14:54:56,926 - mmaction - INFO - Epoch [41][2820/3757] lr: 1.000e-03, eta: 5 days, 1:10:17, time: 1.802, data_time: 0.058, memory: 5170, top1_acc: 0.5914, top5_acc: 0.8102, loss_cls: 1.7100, loss: 1.7100, grad_norm: 5.7093 2020-07-28 14:55:35,726 - mmaction - INFO - Epoch [41][2840/3757] lr: 1.000e-03, eta: 5 days, 1:09:38, time: 1.940, data_time: 0.012, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8141, loss_cls: 1.6255, loss: 1.6255, grad_norm: 5.3828 2020-07-28 14:56:16,401 - mmaction - INFO - Epoch [41][2860/3757] lr: 1.000e-03, eta: 5 days, 1:09:00, time: 2.033, data_time: 0.007, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8273, loss_cls: 1.6162, loss: 1.6162, grad_norm: 5.3850 2020-07-28 14:56:50,769 - mmaction - INFO - Epoch [41][2880/3757] lr: 1.000e-03, eta: 5 days, 1:08:14, time: 1.720, data_time: 0.234, memory: 5170, top1_acc: 0.5945, top5_acc: 0.8117, loss_cls: 1.6386, loss: 1.6386, grad_norm: 5.5229 2020-07-28 14:57:31,010 - mmaction - INFO - Epoch [41][2900/3757] lr: 1.000e-03, eta: 5 days, 1:07:37, time: 2.009, data_time: 0.747, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8242, loss_cls: 1.6599, loss: 1.6599, grad_norm: 5.4817 2020-07-28 14:58:08,346 - mmaction - INFO - Epoch [41][2920/3757] lr: 1.000e-03, eta: 5 days, 1:06:55, time: 1.863, data_time: 0.961, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8109, loss_cls: 1.6755, loss: 1.6755, grad_norm: 5.4664 2020-07-28 14:58:47,701 - mmaction - INFO - Epoch [41][2940/3757] lr: 1.000e-03, eta: 5 days, 1:06:16, time: 1.973, data_time: 0.490, memory: 5170, top1_acc: 0.6023, top5_acc: 0.8133, loss_cls: 1.6821, loss: 1.6821, grad_norm: 5.5566 2020-07-28 14:59:26,748 - mmaction - INFO - Epoch [41][2960/3757] lr: 1.000e-03, eta: 5 days, 1:05:36, time: 1.952, data_time: 0.156, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8227, loss_cls: 1.6194, loss: 1.6194, grad_norm: 5.5205 2020-07-28 15:00:09,879 - mmaction - INFO - Epoch [41][2980/3757] lr: 1.000e-03, eta: 5 days, 1:05:03, time: 2.154, data_time: 0.392, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8383, loss_cls: 1.5447, loss: 1.5447, grad_norm: 5.6559 2020-07-28 15:00:44,635 - mmaction - INFO - Epoch [41][3000/3757] lr: 1.000e-03, eta: 5 days, 1:04:17, time: 1.738, data_time: 1.052, memory: 5170, top1_acc: 0.5797, top5_acc: 0.8047, loss_cls: 1.7477, loss: 1.7477, grad_norm: 5.8531 2020-07-28 15:01:24,571 - mmaction - INFO - Epoch [41][3020/3757] lr: 1.000e-03, eta: 5 days, 1:03:39, time: 2.002, data_time: 1.432, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8164, loss_cls: 1.6576, loss: 1.6576, grad_norm: 5.5757 2020-07-28 15:02:01,464 - mmaction - INFO - Epoch [41][3040/3757] lr: 1.000e-03, eta: 5 days, 1:02:56, time: 1.838, data_time: 1.266, memory: 5170, top1_acc: 0.6039, top5_acc: 0.7969, loss_cls: 1.7190, loss: 1.7190, grad_norm: 5.6410 2020-07-28 15:02:43,112 - mmaction - INFO - Epoch [41][3060/3757] lr: 1.000e-03, eta: 5 days, 1:02:21, time: 2.083, data_time: 1.402, memory: 5170, top1_acc: 0.5945, top5_acc: 0.8242, loss_cls: 1.6456, loss: 1.6456, grad_norm: 5.5410 2020-07-28 15:03:23,091 - mmaction - INFO - Epoch [41][3080/3757] lr: 1.000e-03, eta: 5 days, 1:01:43, time: 2.002, data_time: 1.446, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8289, loss_cls: 1.5664, loss: 1.5664, grad_norm: 5.3857 2020-07-28 15:04:01,471 - mmaction - INFO - Epoch [41][3100/3757] lr: 1.000e-03, eta: 5 days, 1:01:02, time: 1.918, data_time: 1.350, memory: 5170, top1_acc: 0.5961, top5_acc: 0.8055, loss_cls: 1.6845, loss: 1.6845, grad_norm: 5.6200 2020-07-28 15:04:38,894 - mmaction - INFO - Epoch [41][3120/3757] lr: 1.000e-03, eta: 5 days, 1:00:21, time: 1.869, data_time: 1.219, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8242, loss_cls: 1.6000, loss: 1.6000, grad_norm: 5.4474 2020-07-28 15:05:19,369 - mmaction - INFO - Epoch [41][3140/3757] lr: 1.000e-03, eta: 5 days, 0:59:43, time: 2.022, data_time: 0.806, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8125, loss_cls: 1.6629, loss: 1.6629, grad_norm: 5.5256 2020-07-28 15:05:58,104 - mmaction - INFO - Epoch [41][3160/3757] lr: 1.000e-03, eta: 5 days, 0:59:03, time: 1.942, data_time: 1.057, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8211, loss_cls: 1.5941, loss: 1.5941, grad_norm: 5.4104 2020-07-28 15:06:37,377 - mmaction - INFO - Epoch [41][3180/3757] lr: 1.000e-03, eta: 5 days, 0:58:25, time: 1.967, data_time: 0.994, memory: 5170, top1_acc: 0.5789, top5_acc: 0.7953, loss_cls: 1.7574, loss: 1.7574, grad_norm: 5.7352 2020-07-28 15:07:18,191 - mmaction - INFO - Epoch [41][3200/3757] lr: 1.000e-03, eta: 5 days, 0:57:48, time: 2.036, data_time: 0.547, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8219, loss_cls: 1.6328, loss: 1.6328, grad_norm: 5.5344 2020-07-28 15:08:00,002 - mmaction - INFO - Epoch [41][3220/3757] lr: 1.000e-03, eta: 5 days, 0:57:12, time: 2.088, data_time: 0.106, memory: 5170, top1_acc: 0.6062, top5_acc: 0.8078, loss_cls: 1.6344, loss: 1.6344, grad_norm: 5.5935 2020-07-28 15:08:38,016 - mmaction - INFO - Epoch [41][3240/3757] lr: 1.000e-03, eta: 5 days, 0:56:31, time: 1.909, data_time: 0.011, memory: 5170, top1_acc: 0.5898, top5_acc: 0.8133, loss_cls: 1.7043, loss: 1.7043, grad_norm: 5.7754 2020-07-28 15:09:18,045 - mmaction - INFO - Epoch [41][3260/3757] lr: 1.000e-03, eta: 5 days, 0:55:53, time: 1.998, data_time: 0.061, memory: 5170, top1_acc: 0.5992, top5_acc: 0.8117, loss_cls: 1.7471, loss: 1.7471, grad_norm: 5.7819 2020-07-28 15:09:54,862 - mmaction - INFO - Epoch [41][3280/3757] lr: 1.000e-03, eta: 5 days, 0:55:11, time: 1.841, data_time: 0.011, memory: 5170, top1_acc: 0.5805, top5_acc: 0.7883, loss_cls: 1.7965, loss: 1.7965, grad_norm: 5.8568 2020-07-28 15:10:33,362 - mmaction - INFO - Epoch [41][3300/3757] lr: 1.000e-03, eta: 5 days, 0:54:30, time: 1.923, data_time: 0.008, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8258, loss_cls: 1.5918, loss: 1.5918, grad_norm: 5.3963 2020-07-28 15:11:10,895 - mmaction - INFO - Epoch [41][3320/3757] lr: 1.000e-03, eta: 5 days, 0:53:49, time: 1.880, data_time: 0.010, memory: 5170, top1_acc: 0.5750, top5_acc: 0.8078, loss_cls: 1.7423, loss: 1.7423, grad_norm: 5.7568 2020-07-28 15:11:50,030 - mmaction - INFO - Epoch [41][3340/3757] lr: 1.000e-03, eta: 5 days, 0:53:10, time: 1.955, data_time: 0.189, memory: 5170, top1_acc: 0.5813, top5_acc: 0.7961, loss_cls: 1.7381, loss: 1.7381, grad_norm: 5.8558 2020-07-28 15:12:31,262 - mmaction - INFO - Epoch [41][3360/3757] lr: 1.000e-03, eta: 5 days, 0:52:33, time: 2.059, data_time: 0.039, memory: 5170, top1_acc: 0.5867, top5_acc: 0.8086, loss_cls: 1.7506, loss: 1.7506, grad_norm: 5.6849 2020-07-28 15:13:08,101 - mmaction - INFO - Epoch [41][3380/3757] lr: 1.000e-03, eta: 5 days, 0:51:51, time: 1.846, data_time: 0.007, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8352, loss_cls: 1.5365, loss: 1.5365, grad_norm: 5.4212 2020-07-28 15:13:43,778 - mmaction - INFO - Epoch [41][3400/3757] lr: 1.000e-03, eta: 5 days, 0:51:07, time: 1.784, data_time: 0.009, memory: 5170, top1_acc: 0.5828, top5_acc: 0.8039, loss_cls: 1.7441, loss: 1.7441, grad_norm: 5.7285 2020-07-28 15:14:25,619 - mmaction - INFO - Epoch [41][3420/3757] lr: 1.000e-03, eta: 5 days, 0:50:31, time: 2.086, data_time: 0.256, memory: 5170, top1_acc: 0.5969, top5_acc: 0.8211, loss_cls: 1.6465, loss: 1.6465, grad_norm: 5.4485 2020-07-28 15:15:06,999 - mmaction - INFO - Epoch [41][3440/3757] lr: 1.000e-03, eta: 5 days, 0:49:55, time: 2.073, data_time: 1.296, memory: 5170, top1_acc: 0.5852, top5_acc: 0.7961, loss_cls: 1.7440, loss: 1.7440, grad_norm: 5.7615 2020-07-28 15:15:42,824 - mmaction - INFO - Epoch [41][3460/3757] lr: 1.000e-03, eta: 5 days, 0:49:11, time: 1.793, data_time: 0.468, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8164, loss_cls: 1.6360, loss: 1.6360, grad_norm: 5.6901 2020-07-28 15:16:19,995 - mmaction - INFO - Epoch [41][3480/3757] lr: 1.000e-03, eta: 5 days, 0:48:29, time: 1.858, data_time: 0.159, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8266, loss_cls: 1.6284, loss: 1.6284, grad_norm: 5.7268 2020-07-28 15:17:00,207 - mmaction - INFO - Epoch [41][3500/3757] lr: 1.000e-03, eta: 5 days, 0:47:51, time: 2.003, data_time: 0.307, memory: 5170, top1_acc: 0.5914, top5_acc: 0.8078, loss_cls: 1.7002, loss: 1.7002, grad_norm: 5.5561 2020-07-28 15:17:42,414 - mmaction - INFO - Epoch [41][3520/3757] lr: 1.000e-03, eta: 5 days, 0:47:16, time: 2.118, data_time: 0.130, memory: 5170, top1_acc: 0.5906, top5_acc: 0.8172, loss_cls: 1.6581, loss: 1.6581, grad_norm: 5.7172 2020-07-28 15:18:19,968 - mmaction - INFO - Epoch [41][3540/3757] lr: 1.000e-03, eta: 5 days, 0:46:35, time: 1.877, data_time: 0.096, memory: 5170, top1_acc: 0.5992, top5_acc: 0.8125, loss_cls: 1.6931, loss: 1.6931, grad_norm: 5.6530 2020-07-28 15:18:58,188 - mmaction - INFO - Epoch [41][3560/3757] lr: 1.000e-03, eta: 5 days, 0:45:54, time: 1.914, data_time: 0.910, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8172, loss_cls: 1.6509, loss: 1.6509, grad_norm: 5.6021 2020-07-28 15:19:39,068 - mmaction - INFO - Epoch [41][3580/3757] lr: 1.000e-03, eta: 5 days, 0:45:18, time: 2.044, data_time: 0.338, memory: 5170, top1_acc: 0.6023, top5_acc: 0.8117, loss_cls: 1.6588, loss: 1.6588, grad_norm: 5.6290 2020-07-28 15:20:18,746 - mmaction - INFO - Epoch [41][3600/3757] lr: 1.000e-03, eta: 5 days, 0:44:39, time: 1.974, data_time: 0.149, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8234, loss_cls: 1.6527, loss: 1.6527, grad_norm: 5.6715 2020-07-28 15:20:58,057 - mmaction - INFO - Epoch [41][3620/3757] lr: 1.000e-03, eta: 5 days, 0:44:00, time: 1.968, data_time: 0.012, memory: 5170, top1_acc: 0.5852, top5_acc: 0.8141, loss_cls: 1.7094, loss: 1.7094, grad_norm: 5.6382 2020-07-28 15:21:38,196 - mmaction - INFO - Epoch [41][3640/3757] lr: 1.000e-03, eta: 5 days, 0:43:22, time: 2.013, data_time: 0.010, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8141, loss_cls: 1.6788, loss: 1.6788, grad_norm: 5.6414 2020-07-28 15:22:19,293 - mmaction - INFO - Epoch [41][3660/3757] lr: 1.000e-03, eta: 5 days, 0:42:46, time: 2.049, data_time: 0.010, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8141, loss_cls: 1.6206, loss: 1.6206, grad_norm: 5.5579 2020-07-28 15:22:56,348 - mmaction - INFO - Epoch [41][3680/3757] lr: 1.000e-03, eta: 5 days, 0:42:03, time: 1.852, data_time: 0.010, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8117, loss_cls: 1.7010, loss: 1.7010, grad_norm: 5.7021 2020-07-28 15:23:37,703 - mmaction - INFO - Epoch [41][3700/3757] lr: 1.000e-03, eta: 5 days, 0:41:27, time: 2.075, data_time: 0.011, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8227, loss_cls: 1.6295, loss: 1.6295, grad_norm: 5.5290 2020-07-28 15:24:12,476 - mmaction - INFO - Epoch [41][3720/3757] lr: 1.000e-03, eta: 5 days, 0:40:42, time: 1.739, data_time: 0.008, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8219, loss_cls: 1.6083, loss: 1.6083, grad_norm: 5.6677 2020-07-28 15:24:52,608 - mmaction - INFO - Epoch [41][3740/3757] lr: 1.000e-03, eta: 5 days, 0:40:04, time: 2.006, data_time: 0.003, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8281, loss_cls: 1.6393, loss: 1.6393, grad_norm: 5.7127 2020-07-28 15:25:18,265 - mmaction - INFO - Saving checkpoint at 41 epochs 2020-07-28 15:26:14,281 - mmaction - INFO - Epoch [42][20/3757] lr: 1.000e-03, eta: 5 days, 0:38:26, time: 2.731, data_time: 1.360, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8156, loss_cls: 1.6453, loss: 1.6453, grad_norm: 5.6703 2020-07-28 15:26:56,235 - mmaction - INFO - Epoch [42][40/3757] lr: 1.000e-03, eta: 5 days, 0:37:51, time: 2.097, data_time: 0.012, memory: 5170, top1_acc: 0.5914, top5_acc: 0.8078, loss_cls: 1.7161, loss: 1.7161, grad_norm: 5.6781 2020-07-28 15:27:31,569 - mmaction - INFO - Epoch [42][60/3757] lr: 1.000e-03, eta: 5 days, 0:37:06, time: 1.768, data_time: 0.009, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8242, loss_cls: 1.6700, loss: 1.6700, grad_norm: 5.7857 2020-07-28 15:28:13,325 - mmaction - INFO - Epoch [42][80/3757] lr: 1.000e-03, eta: 5 days, 0:36:30, time: 2.085, data_time: 0.004, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8352, loss_cls: 1.5183, loss: 1.5183, grad_norm: 5.3278 2020-07-28 15:28:52,503 - mmaction - INFO - Epoch [42][100/3757] lr: 1.000e-03, eta: 5 days, 0:35:51, time: 1.962, data_time: 0.007, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8219, loss_cls: 1.6496, loss: 1.6496, grad_norm: 5.6099 2020-07-28 15:29:32,783 - mmaction - INFO - Epoch [42][120/3757] lr: 1.000e-03, eta: 5 days, 0:35:13, time: 2.008, data_time: 0.009, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8273, loss_cls: 1.5833, loss: 1.5833, grad_norm: 5.5539 2020-07-28 15:30:14,580 - mmaction - INFO - Epoch [42][140/3757] lr: 1.000e-03, eta: 5 days, 0:34:38, time: 2.088, data_time: 0.010, memory: 5170, top1_acc: 0.6047, top5_acc: 0.8266, loss_cls: 1.6384, loss: 1.6384, grad_norm: 5.6774 2020-07-28 15:30:50,009 - mmaction - INFO - Epoch [42][160/3757] lr: 1.000e-03, eta: 5 days, 0:33:53, time: 1.774, data_time: 0.011, memory: 5170, top1_acc: 0.5914, top5_acc: 0.8016, loss_cls: 1.6997, loss: 1.6997, grad_norm: 5.7258 2020-07-28 15:31:30,783 - mmaction - INFO - Epoch [42][180/3757] lr: 1.000e-03, eta: 5 days, 0:33:16, time: 2.039, data_time: 0.011, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8227, loss_cls: 1.6430, loss: 1.6430, grad_norm: 5.6325 2020-07-28 15:32:11,636 - mmaction - INFO - Epoch [42][200/3757] lr: 1.000e-03, eta: 5 days, 0:32:40, time: 2.044, data_time: 0.009, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8242, loss_cls: 1.6085, loss: 1.6085, grad_norm: 5.4759 2020-07-28 15:32:49,115 - mmaction - INFO - Epoch [42][220/3757] lr: 1.000e-03, eta: 5 days, 0:31:58, time: 1.876, data_time: 0.067, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8172, loss_cls: 1.6035, loss: 1.6035, grad_norm: 5.5539 2020-07-28 15:33:29,587 - mmaction - INFO - Epoch [42][240/3757] lr: 1.000e-03, eta: 5 days, 0:31:21, time: 2.027, data_time: 0.160, memory: 5170, top1_acc: 0.5945, top5_acc: 0.8211, loss_cls: 1.6504, loss: 1.6504, grad_norm: 5.8362 2020-07-28 15:34:06,965 - mmaction - INFO - Epoch [42][260/3757] lr: 1.000e-03, eta: 5 days, 0:30:39, time: 1.868, data_time: 0.002, memory: 5170, top1_acc: 0.6008, top5_acc: 0.8211, loss_cls: 1.6559, loss: 1.6559, grad_norm: 5.7297 2020-07-28 15:34:43,912 - mmaction - INFO - Epoch [42][280/3757] lr: 1.000e-03, eta: 5 days, 0:29:57, time: 1.847, data_time: 0.322, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8211, loss_cls: 1.6753, loss: 1.6753, grad_norm: 5.6655 2020-07-28 15:35:19,889 - mmaction - INFO - Epoch [42][300/3757] lr: 1.000e-03, eta: 5 days, 0:29:13, time: 1.792, data_time: 0.989, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8133, loss_cls: 1.6661, loss: 1.6661, grad_norm: 5.5187 2020-07-28 15:36:02,659 - mmaction - INFO - Epoch [42][320/3757] lr: 1.000e-03, eta: 5 days, 0:28:39, time: 2.145, data_time: 1.372, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8195, loss_cls: 1.6404, loss: 1.6404, grad_norm: 5.4800 2020-07-28 15:36:38,637 - mmaction - INFO - Epoch [42][340/3757] lr: 1.000e-03, eta: 5 days, 0:27:55, time: 1.793, data_time: 1.001, memory: 5170, top1_acc: 0.5914, top5_acc: 0.8242, loss_cls: 1.6749, loss: 1.6749, grad_norm: 5.7414 2020-07-28 15:37:19,223 - mmaction - INFO - Epoch [42][360/3757] lr: 1.000e-03, eta: 5 days, 0:27:18, time: 2.036, data_time: 0.370, memory: 5170, top1_acc: 0.5977, top5_acc: 0.8258, loss_cls: 1.6801, loss: 1.6801, grad_norm: 5.6379 2020-07-28 15:37:58,704 - mmaction - INFO - Epoch [42][380/3757] lr: 1.000e-03, eta: 5 days, 0:26:39, time: 1.966, data_time: 0.007, memory: 5170, top1_acc: 0.6023, top5_acc: 0.8164, loss_cls: 1.6652, loss: 1.6652, grad_norm: 5.6302 2020-07-28 15:38:35,837 - mmaction - INFO - Epoch [42][400/3757] lr: 1.000e-03, eta: 5 days, 0:25:57, time: 1.857, data_time: 0.134, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8281, loss_cls: 1.6090, loss: 1.6090, grad_norm: 5.5638 2020-07-28 15:39:15,302 - mmaction - INFO - Epoch [42][420/3757] lr: 1.000e-03, eta: 5 days, 0:25:18, time: 1.980, data_time: 0.212, memory: 5170, top1_acc: 0.6008, top5_acc: 0.8187, loss_cls: 1.6721, loss: 1.6721, grad_norm: 5.7629 2020-07-28 15:39:55,347 - mmaction - INFO - Epoch [42][440/3757] lr: 1.000e-03, eta: 5 days, 0:24:40, time: 1.999, data_time: 0.008, memory: 5170, top1_acc: 0.5687, top5_acc: 0.8016, loss_cls: 1.7946, loss: 1.7946, grad_norm: 5.7155 2020-07-28 15:40:34,622 - mmaction - INFO - Epoch [42][460/3757] lr: 1.000e-03, eta: 5 days, 0:24:01, time: 1.958, data_time: 0.134, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8133, loss_cls: 1.6228, loss: 1.6228, grad_norm: 5.6096 2020-07-28 15:41:17,678 - mmaction - INFO - Epoch [42][480/3757] lr: 1.000e-03, eta: 5 days, 0:23:27, time: 2.158, data_time: 0.011, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8242, loss_cls: 1.6185, loss: 1.6185, grad_norm: 5.5162 2020-07-28 15:41:54,093 - mmaction - INFO - Epoch [42][500/3757] lr: 1.000e-03, eta: 5 days, 0:22:44, time: 1.825, data_time: 0.006, memory: 5170, top1_acc: 0.6016, top5_acc: 0.8000, loss_cls: 1.7073, loss: 1.7073, grad_norm: 5.6942 2020-07-28 15:42:36,557 - mmaction - INFO - Epoch [42][520/3757] lr: 1.000e-03, eta: 5 days, 0:22:10, time: 2.119, data_time: 0.002, memory: 5170, top1_acc: 0.5969, top5_acc: 0.8055, loss_cls: 1.7116, loss: 1.7116, grad_norm: 5.6840 2020-07-28 15:43:14,688 - mmaction - INFO - Epoch [42][540/3757] lr: 1.000e-03, eta: 5 days, 0:21:29, time: 1.909, data_time: 0.014, memory: 5170, top1_acc: 0.5969, top5_acc: 0.7969, loss_cls: 1.7350, loss: 1.7350, grad_norm: 5.7761 2020-07-28 15:43:46,447 - mmaction - INFO - Epoch [42][560/3757] lr: 1.000e-03, eta: 5 days, 0:20:39, time: 1.586, data_time: 0.414, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8258, loss_cls: 1.5698, loss: 1.5698, grad_norm: 5.6355 2020-07-28 15:44:28,285 - mmaction - INFO - Epoch [42][580/3757] lr: 1.000e-03, eta: 5 days, 0:20:04, time: 2.086, data_time: 0.662, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8305, loss_cls: 1.6237, loss: 1.6237, grad_norm: 5.7169 2020-07-28 15:45:08,838 - mmaction - INFO - Epoch [42][600/3757] lr: 1.000e-03, eta: 5 days, 0:19:26, time: 2.034, data_time: 0.249, memory: 5170, top1_acc: 0.6008, top5_acc: 0.7977, loss_cls: 1.7045, loss: 1.7045, grad_norm: 5.7631 2020-07-28 15:45:46,227 - mmaction - INFO - Epoch [42][620/3757] lr: 1.000e-03, eta: 5 days, 0:18:45, time: 1.870, data_time: 0.214, memory: 5170, top1_acc: 0.6062, top5_acc: 0.8039, loss_cls: 1.7322, loss: 1.7322, grad_norm: 5.7618 2020-07-28 15:46:24,273 - mmaction - INFO - Epoch [42][640/3757] lr: 1.000e-03, eta: 5 days, 0:18:04, time: 1.893, data_time: 0.010, memory: 5170, top1_acc: 0.5859, top5_acc: 0.7961, loss_cls: 1.7532, loss: 1.7532, grad_norm: 5.7490 2020-07-28 15:47:06,502 - mmaction - INFO - Epoch [42][660/3757] lr: 1.000e-03, eta: 5 days, 0:17:29, time: 2.122, data_time: 0.013, memory: 5170, top1_acc: 0.5984, top5_acc: 0.8203, loss_cls: 1.6505, loss: 1.6505, grad_norm: 5.6171 2020-07-28 15:47:45,578 - mmaction - INFO - Epoch [42][680/3757] lr: 1.000e-03, eta: 5 days, 0:16:49, time: 1.944, data_time: 0.008, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8148, loss_cls: 1.6284, loss: 1.6284, grad_norm: 5.6816 2020-07-28 15:48:20,100 - mmaction - INFO - Epoch [42][700/3757] lr: 1.000e-03, eta: 5 days, 0:16:04, time: 1.734, data_time: 0.134, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8250, loss_cls: 1.5828, loss: 1.5828, grad_norm: 5.5046 2020-07-28 15:49:00,262 - mmaction - INFO - Epoch [42][720/3757] lr: 1.000e-03, eta: 5 days, 0:15:26, time: 2.003, data_time: 0.010, memory: 5170, top1_acc: 0.5977, top5_acc: 0.8172, loss_cls: 1.6897, loss: 1.6897, grad_norm: 5.5718 2020-07-28 15:49:41,899 - mmaction - INFO - Epoch [42][740/3757] lr: 1.000e-03, eta: 5 days, 0:14:50, time: 2.088, data_time: 0.135, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8430, loss_cls: 1.5483, loss: 1.5483, grad_norm: 5.7021 2020-07-28 15:50:18,709 - mmaction - INFO - Epoch [42][760/3757] lr: 1.000e-03, eta: 5 days, 0:14:07, time: 1.830, data_time: 0.104, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8289, loss_cls: 1.5706, loss: 1.5706, grad_norm: 5.4962 2020-07-28 15:50:58,975 - mmaction - INFO - Epoch [42][780/3757] lr: 1.000e-03, eta: 5 days, 0:13:30, time: 2.021, data_time: 0.103, memory: 5170, top1_acc: 0.6031, top5_acc: 0.7937, loss_cls: 1.7266, loss: 1.7266, grad_norm: 5.7630 2020-07-28 15:51:35,911 - mmaction - INFO - Epoch [42][800/3757] lr: 1.000e-03, eta: 5 days, 0:12:47, time: 1.841, data_time: 0.245, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8344, loss_cls: 1.5485, loss: 1.5485, grad_norm: 5.4698 2020-07-28 15:52:17,246 - mmaction - INFO - Epoch [42][820/3757] lr: 1.000e-03, eta: 5 days, 0:12:12, time: 2.075, data_time: 0.818, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8234, loss_cls: 1.6379, loss: 1.6379, grad_norm: 5.6669 2020-07-28 15:52:55,047 - mmaction - INFO - Epoch [42][840/3757] lr: 1.000e-03, eta: 5 days, 0:11:30, time: 1.890, data_time: 0.869, memory: 5170, top1_acc: 0.5961, top5_acc: 0.8164, loss_cls: 1.6912, loss: 1.6912, grad_norm: 5.7041 2020-07-28 15:53:33,789 - mmaction - INFO - Epoch [42][860/3757] lr: 1.000e-03, eta: 5 days, 0:10:50, time: 1.931, data_time: 0.846, memory: 5170, top1_acc: 0.5984, top5_acc: 0.8211, loss_cls: 1.6559, loss: 1.6559, grad_norm: 5.6474 2020-07-28 15:54:12,595 - mmaction - INFO - Epoch [42][880/3757] lr: 1.000e-03, eta: 5 days, 0:10:11, time: 1.948, data_time: 0.957, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8289, loss_cls: 1.5296, loss: 1.5296, grad_norm: 5.6245 2020-07-28 15:54:53,759 - mmaction - INFO - Epoch [42][900/3757] lr: 1.000e-03, eta: 5 days, 0:09:34, time: 2.057, data_time: 0.737, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8133, loss_cls: 1.6638, loss: 1.6638, grad_norm: 5.7329 2020-07-28 15:55:33,311 - mmaction - INFO - Epoch [42][920/3757] lr: 1.000e-03, eta: 5 days, 0:08:56, time: 1.978, data_time: 1.393, memory: 5170, top1_acc: 0.5852, top5_acc: 0.8141, loss_cls: 1.6778, loss: 1.6778, grad_norm: 5.6602 2020-07-28 15:56:13,418 - mmaction - INFO - Epoch [42][940/3757] lr: 1.000e-03, eta: 5 days, 0:08:18, time: 2.001, data_time: 1.208, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8094, loss_cls: 1.6748, loss: 1.6748, grad_norm: 5.5249 2020-07-28 15:56:52,624 - mmaction - INFO - Epoch [42][960/3757] lr: 1.000e-03, eta: 5 days, 0:07:39, time: 1.960, data_time: 1.017, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8070, loss_cls: 1.7009, loss: 1.7009, grad_norm: 5.5221 2020-07-28 15:57:32,832 - mmaction - INFO - Epoch [42][980/3757] lr: 1.000e-03, eta: 5 days, 0:07:01, time: 2.016, data_time: 0.374, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8305, loss_cls: 1.5662, loss: 1.5662, grad_norm: 5.6667 2020-07-28 15:58:06,632 - mmaction - INFO - Epoch [42][1000/3757] lr: 1.000e-03, eta: 5 days, 0:06:14, time: 1.687, data_time: 0.452, memory: 5170, top1_acc: 0.6031, top5_acc: 0.8187, loss_cls: 1.6540, loss: 1.6540, grad_norm: 5.6263 2020-07-28 15:58:47,894 - mmaction - INFO - Epoch [42][1020/3757] lr: 1.000e-03, eta: 5 days, 0:05:38, time: 2.066, data_time: 0.549, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8398, loss_cls: 1.5832, loss: 1.5832, grad_norm: 5.4960 2020-07-28 15:59:25,738 - mmaction - INFO - Epoch [42][1040/3757] lr: 1.000e-03, eta: 5 days, 0:04:57, time: 1.891, data_time: 0.481, memory: 5170, top1_acc: 0.6031, top5_acc: 0.8203, loss_cls: 1.6559, loss: 1.6559, grad_norm: 5.6495 2020-07-28 16:00:05,281 - mmaction - INFO - Epoch [42][1060/3757] lr: 1.000e-03, eta: 5 days, 0:04:18, time: 1.979, data_time: 0.009, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8172, loss_cls: 1.6565, loss: 1.6565, grad_norm: 5.5407 2020-07-28 16:00:45,526 - mmaction - INFO - Epoch [42][1080/3757] lr: 1.000e-03, eta: 5 days, 0:03:40, time: 2.000, data_time: 0.002, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8359, loss_cls: 1.5887, loss: 1.5887, grad_norm: 5.7068 2020-07-28 16:01:27,829 - mmaction - INFO - Epoch [42][1100/3757] lr: 1.000e-03, eta: 5 days, 0:03:06, time: 2.128, data_time: 0.043, memory: 5170, top1_acc: 0.6031, top5_acc: 0.8313, loss_cls: 1.6364, loss: 1.6364, grad_norm: 5.6807 2020-07-28 16:02:04,433 - mmaction - INFO - Epoch [42][1120/3757] lr: 1.000e-03, eta: 5 days, 0:02:23, time: 1.830, data_time: 0.074, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8344, loss_cls: 1.5980, loss: 1.5980, grad_norm: 5.6321 2020-07-28 16:02:43,925 - mmaction - INFO - Epoch [42][1140/3757] lr: 1.000e-03, eta: 5 days, 0:01:44, time: 1.968, data_time: 0.037, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8234, loss_cls: 1.5951, loss: 1.5951, grad_norm: 5.4529 2020-07-28 16:03:22,884 - mmaction - INFO - Epoch [42][1160/3757] lr: 1.000e-03, eta: 5 days, 0:01:05, time: 1.954, data_time: 0.057, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8078, loss_cls: 1.6876, loss: 1.6876, grad_norm: 5.6956 2020-07-28 16:04:01,681 - mmaction - INFO - Epoch [42][1180/3757] lr: 1.000e-03, eta: 5 days, 0:00:25, time: 1.940, data_time: 1.026, memory: 5170, top1_acc: 0.5820, top5_acc: 0.8234, loss_cls: 1.6686, loss: 1.6686, grad_norm: 5.6941 2020-07-28 16:04:40,479 - mmaction - INFO - Epoch [42][1200/3757] lr: 1.000e-03, eta: 4 days, 23:59:45, time: 1.939, data_time: 0.313, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8187, loss_cls: 1.6376, loss: 1.6376, grad_norm: 5.4482 2020-07-28 16:05:16,959 - mmaction - INFO - Epoch [42][1220/3757] lr: 1.000e-03, eta: 4 days, 23:59:02, time: 1.815, data_time: 0.217, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8328, loss_cls: 1.6118, loss: 1.6118, grad_norm: 5.4451 2020-07-28 16:05:56,753 - mmaction - INFO - Epoch [42][1240/3757] lr: 1.000e-03, eta: 4 days, 23:58:24, time: 1.999, data_time: 0.235, memory: 5170, top1_acc: 0.6047, top5_acc: 0.8203, loss_cls: 1.5932, loss: 1.5932, grad_norm: 5.5422 2020-07-28 16:06:35,297 - mmaction - INFO - Epoch [42][1260/3757] lr: 1.000e-03, eta: 4 days, 23:57:44, time: 1.928, data_time: 0.129, memory: 5170, top1_acc: 0.5984, top5_acc: 0.8063, loss_cls: 1.7229, loss: 1.7229, grad_norm: 5.8248 2020-07-28 16:07:15,850 - mmaction - INFO - Epoch [42][1280/3757] lr: 1.000e-03, eta: 4 days, 23:57:06, time: 2.027, data_time: 0.641, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8164, loss_cls: 1.6543, loss: 1.6543, grad_norm: 5.6516 2020-07-28 16:07:55,670 - mmaction - INFO - Epoch [42][1300/3757] lr: 1.000e-03, eta: 4 days, 23:56:28, time: 1.984, data_time: 0.086, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8234, loss_cls: 1.5476, loss: 1.5476, grad_norm: 5.4789 2020-07-28 16:08:35,527 - mmaction - INFO - Epoch [42][1320/3757] lr: 1.000e-03, eta: 4 days, 23:55:50, time: 2.000, data_time: 0.009, memory: 5170, top1_acc: 0.6031, top5_acc: 0.8242, loss_cls: 1.6339, loss: 1.6339, grad_norm: 5.6929 2020-07-28 16:09:11,989 - mmaction - INFO - Epoch [42][1340/3757] lr: 1.000e-03, eta: 4 days, 23:55:06, time: 1.814, data_time: 0.008, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8453, loss_cls: 1.4952, loss: 1.4952, grad_norm: 5.5894 2020-07-28 16:09:50,932 - mmaction - INFO - Epoch [42][1360/3757] lr: 1.000e-03, eta: 4 days, 23:54:27, time: 1.956, data_time: 0.016, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8219, loss_cls: 1.6165, loss: 1.6165, grad_norm: 5.6805 2020-07-28 16:10:31,620 - mmaction - INFO - Epoch [42][1380/3757] lr: 1.000e-03, eta: 4 days, 23:53:50, time: 2.028, data_time: 0.008, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8242, loss_cls: 1.5898, loss: 1.5898, grad_norm: 5.5912 2020-07-28 16:11:08,998 - mmaction - INFO - Epoch [42][1400/3757] lr: 1.000e-03, eta: 4 days, 23:53:08, time: 1.869, data_time: 0.009, memory: 5170, top1_acc: 0.5953, top5_acc: 0.7766, loss_cls: 1.7938, loss: 1.7938, grad_norm: 5.7799 2020-07-28 16:11:51,960 - mmaction - INFO - Epoch [42][1420/3757] lr: 1.000e-03, eta: 4 days, 23:52:34, time: 2.149, data_time: 0.062, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8258, loss_cls: 1.6563, loss: 1.6563, grad_norm: 5.8137 2020-07-28 16:12:31,691 - mmaction - INFO - Epoch [42][1440/3757] lr: 1.000e-03, eta: 4 days, 23:51:56, time: 1.986, data_time: 0.009, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8039, loss_cls: 1.6790, loss: 1.6790, grad_norm: 5.7358 2020-07-28 16:13:11,875 - mmaction - INFO - Epoch [42][1460/3757] lr: 1.000e-03, eta: 4 days, 23:51:18, time: 2.012, data_time: 0.010, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8258, loss_cls: 1.6020, loss: 1.6020, grad_norm: 5.7360 2020-07-28 16:13:49,132 - mmaction - INFO - Epoch [42][1480/3757] lr: 1.000e-03, eta: 4 days, 23:50:36, time: 1.862, data_time: 0.012, memory: 5170, top1_acc: 0.6031, top5_acc: 0.8180, loss_cls: 1.6679, loss: 1.6679, grad_norm: 5.8421 2020-07-28 16:14:26,587 - mmaction - INFO - Epoch [42][1500/3757] lr: 1.000e-03, eta: 4 days, 23:49:55, time: 1.873, data_time: 0.008, memory: 5170, top1_acc: 0.6008, top5_acc: 0.8227, loss_cls: 1.6542, loss: 1.6542, grad_norm: 5.7606 2020-07-28 16:15:08,542 - mmaction - INFO - Epoch [42][1520/3757] lr: 1.000e-03, eta: 4 days, 23:49:20, time: 2.102, data_time: 0.286, memory: 5170, top1_acc: 0.6031, top5_acc: 0.8125, loss_cls: 1.6768, loss: 1.6768, grad_norm: 5.5441 2020-07-28 16:15:44,735 - mmaction - INFO - Epoch [42][1540/3757] lr: 1.000e-03, eta: 4 days, 23:48:36, time: 1.806, data_time: 0.002, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8180, loss_cls: 1.6151, loss: 1.6151, grad_norm: 5.7522 2020-07-28 16:16:26,169 - mmaction - INFO - Epoch [42][1560/3757] lr: 1.000e-03, eta: 4 days, 23:48:00, time: 2.076, data_time: 0.012, memory: 5170, top1_acc: 0.5891, top5_acc: 0.7937, loss_cls: 1.7252, loss: 1.7252, grad_norm: 5.7585 2020-07-28 16:17:04,361 - mmaction - INFO - Epoch [42][1580/3757] lr: 1.000e-03, eta: 4 days, 23:47:19, time: 1.901, data_time: 0.007, memory: 5170, top1_acc: 0.5992, top5_acc: 0.8164, loss_cls: 1.6538, loss: 1.6538, grad_norm: 5.7852 2020-07-28 16:17:41,491 - mmaction - INFO - Epoch [42][1600/3757] lr: 1.000e-03, eta: 4 days, 23:46:37, time: 1.862, data_time: 0.534, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8328, loss_cls: 1.5842, loss: 1.5842, grad_norm: 5.7104 2020-07-28 16:18:21,891 - mmaction - INFO - Epoch [42][1620/3757] lr: 1.000e-03, eta: 4 days, 23:46:00, time: 2.023, data_time: 0.056, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8313, loss_cls: 1.5618, loss: 1.5618, grad_norm: 5.6034 2020-07-28 16:19:01,511 - mmaction - INFO - Epoch [42][1640/3757] lr: 1.000e-03, eta: 4 days, 23:45:21, time: 1.981, data_time: 0.009, memory: 5170, top1_acc: 0.5852, top5_acc: 0.8258, loss_cls: 1.6781, loss: 1.6781, grad_norm: 5.8434 2020-07-28 16:19:39,543 - mmaction - INFO - Epoch [42][1660/3757] lr: 1.000e-03, eta: 4 days, 23:44:40, time: 1.901, data_time: 0.002, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8273, loss_cls: 1.6198, loss: 1.6198, grad_norm: 5.6586 2020-07-28 16:20:19,299 - mmaction - INFO - Epoch [42][1680/3757] lr: 1.000e-03, eta: 4 days, 23:44:02, time: 1.982, data_time: 0.009, memory: 5170, top1_acc: 0.5922, top5_acc: 0.8023, loss_cls: 1.7494, loss: 1.7494, grad_norm: 5.7561 2020-07-28 16:20:56,943 - mmaction - INFO - Epoch [42][1700/3757] lr: 1.000e-03, eta: 4 days, 23:43:21, time: 1.887, data_time: 0.019, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8172, loss_cls: 1.6717, loss: 1.6717, grad_norm: 5.6954 2020-07-28 16:21:36,486 - mmaction - INFO - Epoch [42][1720/3757] lr: 1.000e-03, eta: 4 days, 23:42:42, time: 1.971, data_time: 0.004, memory: 5170, top1_acc: 0.6031, top5_acc: 0.8172, loss_cls: 1.6820, loss: 1.6820, grad_norm: 5.7380 2020-07-28 16:22:15,763 - mmaction - INFO - Epoch [42][1740/3757] lr: 1.000e-03, eta: 4 days, 23:42:03, time: 1.965, data_time: 0.010, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8109, loss_cls: 1.6918, loss: 1.6918, grad_norm: 5.9438 2020-07-28 16:22:53,962 - mmaction - INFO - Epoch [42][1760/3757] lr: 1.000e-03, eta: 4 days, 23:41:22, time: 1.915, data_time: 0.012, memory: 5170, top1_acc: 0.5945, top5_acc: 0.8133, loss_cls: 1.6676, loss: 1.6676, grad_norm: 5.8143 2020-07-28 16:23:31,747 - mmaction - INFO - Epoch [42][1780/3757] lr: 1.000e-03, eta: 4 days, 23:40:41, time: 1.891, data_time: 0.004, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8156, loss_cls: 1.6699, loss: 1.6699, grad_norm: 5.8062 2020-07-28 16:24:13,893 - mmaction - INFO - Epoch [42][1800/3757] lr: 1.000e-03, eta: 4 days, 23:40:06, time: 2.097, data_time: 0.008, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8227, loss_cls: 1.5669, loss: 1.5669, grad_norm: 5.6130 2020-07-28 16:24:49,560 - mmaction - INFO - Epoch [42][1820/3757] lr: 1.000e-03, eta: 4 days, 23:39:22, time: 1.793, data_time: 0.115, memory: 5170, top1_acc: 0.5953, top5_acc: 0.8047, loss_cls: 1.7342, loss: 1.7342, grad_norm: 5.7507 2020-07-28 16:25:31,709 - mmaction - INFO - Epoch [42][1840/3757] lr: 1.000e-03, eta: 4 days, 23:38:47, time: 2.104, data_time: 0.724, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8141, loss_cls: 1.6406, loss: 1.6406, grad_norm: 5.7844 2020-07-28 16:26:08,676 - mmaction - INFO - Epoch [42][1860/3757] lr: 1.000e-03, eta: 4 days, 23:38:05, time: 1.852, data_time: 0.133, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8180, loss_cls: 1.6306, loss: 1.6306, grad_norm: 5.6273 2020-07-28 16:26:47,516 - mmaction - INFO - Epoch [42][1880/3757] lr: 1.000e-03, eta: 4 days, 23:37:25, time: 1.937, data_time: 0.008, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8102, loss_cls: 1.6877, loss: 1.6877, grad_norm: 5.7226 2020-07-28 16:27:25,949 - mmaction - INFO - Epoch [42][1900/3757] lr: 1.000e-03, eta: 4 days, 23:36:45, time: 1.924, data_time: 0.079, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8211, loss_cls: 1.5841, loss: 1.5841, grad_norm: 5.4679 2020-07-28 16:28:03,579 - mmaction - INFO - Epoch [42][1920/3757] lr: 1.000e-03, eta: 4 days, 23:36:03, time: 1.880, data_time: 0.547, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8141, loss_cls: 1.6508, loss: 1.6508, grad_norm: 5.6121 2020-07-28 16:28:39,370 - mmaction - INFO - Epoch [42][1940/3757] lr: 1.000e-03, eta: 4 days, 23:35:19, time: 1.793, data_time: 0.450, memory: 5170, top1_acc: 0.6016, top5_acc: 0.8187, loss_cls: 1.6905, loss: 1.6905, grad_norm: 5.7902 2020-07-28 16:29:19,679 - mmaction - INFO - Epoch [42][1960/3757] lr: 1.000e-03, eta: 4 days, 23:34:42, time: 2.010, data_time: 0.174, memory: 5170, top1_acc: 0.6047, top5_acc: 0.8258, loss_cls: 1.6217, loss: 1.6217, grad_norm: 5.7855 2020-07-28 16:29:57,428 - mmaction - INFO - Epoch [42][1980/3757] lr: 1.000e-03, eta: 4 days, 23:34:01, time: 1.894, data_time: 0.069, memory: 5170, top1_acc: 0.6031, top5_acc: 0.8187, loss_cls: 1.6667, loss: 1.6667, grad_norm: 5.6945 2020-07-28 16:30:34,683 - mmaction - INFO - Epoch [42][2000/3757] lr: 1.000e-03, eta: 4 days, 23:33:19, time: 1.859, data_time: 0.037, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8180, loss_cls: 1.6418, loss: 1.6418, grad_norm: 5.6887 2020-07-28 16:31:14,340 - mmaction - INFO - Epoch [42][2020/3757] lr: 1.000e-03, eta: 4 days, 23:32:40, time: 1.987, data_time: 0.705, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8086, loss_cls: 1.6788, loss: 1.6788, grad_norm: 5.6911 2020-07-28 16:31:54,315 - mmaction - INFO - Epoch [42][2040/3757] lr: 1.000e-03, eta: 4 days, 23:32:02, time: 1.993, data_time: 1.388, memory: 5170, top1_acc: 0.5797, top5_acc: 0.8102, loss_cls: 1.7122, loss: 1.7122, grad_norm: 5.9608 2020-07-28 16:32:33,024 - mmaction - INFO - Epoch [42][2060/3757] lr: 1.000e-03, eta: 4 days, 23:31:22, time: 1.933, data_time: 1.305, memory: 5170, top1_acc: 0.6062, top5_acc: 0.8086, loss_cls: 1.6835, loss: 1.6835, grad_norm: 5.7293 2020-07-28 16:33:13,815 - mmaction - INFO - Epoch [42][2080/3757] lr: 1.000e-03, eta: 4 days, 23:30:45, time: 2.048, data_time: 1.459, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8180, loss_cls: 1.6494, loss: 1.6494, grad_norm: 5.6230 2020-07-28 16:33:52,070 - mmaction - INFO - Epoch [42][2100/3757] lr: 1.000e-03, eta: 4 days, 23:30:05, time: 1.905, data_time: 0.551, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8164, loss_cls: 1.6538, loss: 1.6538, grad_norm: 5.6470 2020-07-28 16:34:32,187 - mmaction - INFO - Epoch [42][2120/3757] lr: 1.000e-03, eta: 4 days, 23:29:27, time: 2.009, data_time: 0.250, memory: 5170, top1_acc: 0.5820, top5_acc: 0.7914, loss_cls: 1.7812, loss: 1.7812, grad_norm: 5.8894 2020-07-28 16:35:10,141 - mmaction - INFO - Epoch [42][2140/3757] lr: 1.000e-03, eta: 4 days, 23:28:46, time: 1.902, data_time: 0.008, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8234, loss_cls: 1.6493, loss: 1.6493, grad_norm: 5.6328 2020-07-28 16:35:49,937 - mmaction - INFO - Epoch [42][2160/3757] lr: 1.000e-03, eta: 4 days, 23:28:08, time: 1.988, data_time: 0.003, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8344, loss_cls: 1.5728, loss: 1.5728, grad_norm: 5.6390 2020-07-28 16:36:28,850 - mmaction - INFO - Epoch [42][2180/3757] lr: 1.000e-03, eta: 4 days, 23:27:28, time: 1.940, data_time: 0.044, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8109, loss_cls: 1.6816, loss: 1.6816, grad_norm: 5.8269 2020-07-28 16:37:08,397 - mmaction - INFO - Epoch [42][2200/3757] lr: 1.000e-03, eta: 4 days, 23:26:49, time: 1.983, data_time: 0.474, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8328, loss_cls: 1.6311, loss: 1.6311, grad_norm: 5.7454 2020-07-28 16:37:49,258 - mmaction - INFO - Epoch [42][2220/3757] lr: 1.000e-03, eta: 4 days, 23:26:12, time: 2.036, data_time: 0.391, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8250, loss_cls: 1.6236, loss: 1.6236, grad_norm: 5.6830 2020-07-28 16:38:27,360 - mmaction - INFO - Epoch [42][2240/3757] lr: 1.000e-03, eta: 4 days, 23:25:32, time: 1.912, data_time: 1.180, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8250, loss_cls: 1.6599, loss: 1.6599, grad_norm: 5.7836 2020-07-28 16:39:06,608 - mmaction - INFO - Epoch [42][2260/3757] lr: 1.000e-03, eta: 4 days, 23:24:53, time: 1.964, data_time: 1.183, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8094, loss_cls: 1.6727, loss: 1.6727, grad_norm: 5.8154 2020-07-28 16:39:44,474 - mmaction - INFO - Epoch [42][2280/3757] lr: 1.000e-03, eta: 4 days, 23:24:12, time: 1.892, data_time: 1.234, memory: 5170, top1_acc: 0.6062, top5_acc: 0.8156, loss_cls: 1.6466, loss: 1.6466, grad_norm: 5.6205 2020-07-28 16:40:23,631 - mmaction - INFO - Epoch [42][2300/3757] lr: 1.000e-03, eta: 4 days, 23:23:32, time: 1.959, data_time: 1.138, memory: 5170, top1_acc: 0.6023, top5_acc: 0.8102, loss_cls: 1.6541, loss: 1.6541, grad_norm: 5.6266 2020-07-28 16:41:05,416 - mmaction - INFO - Epoch [42][2320/3757] lr: 1.000e-03, eta: 4 days, 23:22:57, time: 2.088, data_time: 0.321, memory: 5170, top1_acc: 0.5930, top5_acc: 0.8180, loss_cls: 1.6385, loss: 1.6385, grad_norm: 5.5913 2020-07-28 16:41:43,806 - mmaction - INFO - Epoch [42][2340/3757] lr: 1.000e-03, eta: 4 days, 23:22:17, time: 1.917, data_time: 0.164, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8352, loss_cls: 1.5456, loss: 1.5456, grad_norm: 5.5476 2020-07-28 16:42:19,832 - mmaction - INFO - Epoch [42][2360/3757] lr: 1.000e-03, eta: 4 days, 23:21:33, time: 1.799, data_time: 0.008, memory: 5170, top1_acc: 0.6023, top5_acc: 0.8266, loss_cls: 1.6119, loss: 1.6119, grad_norm: 5.9221 2020-07-28 16:42:59,072 - mmaction - INFO - Epoch [42][2380/3757] lr: 1.000e-03, eta: 4 days, 23:20:54, time: 1.967, data_time: 0.010, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8328, loss_cls: 1.5517, loss: 1.5517, grad_norm: 5.6562 2020-07-28 16:43:35,067 - mmaction - INFO - Epoch [42][2400/3757] lr: 1.000e-03, eta: 4 days, 23:20:10, time: 1.791, data_time: 0.090, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8336, loss_cls: 1.5667, loss: 1.5667, grad_norm: 5.5294 2020-07-28 16:44:19,281 - mmaction - INFO - Epoch [42][2420/3757] lr: 1.000e-03, eta: 4 days, 23:19:38, time: 2.214, data_time: 0.022, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8273, loss_cls: 1.6379, loss: 1.6379, grad_norm: 5.8566 2020-07-28 16:44:55,642 - mmaction - INFO - Epoch [42][2440/3757] lr: 1.000e-03, eta: 4 days, 23:18:55, time: 1.823, data_time: 0.008, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8383, loss_cls: 1.5729, loss: 1.5729, grad_norm: 5.5943 2020-07-28 16:45:34,311 - mmaction - INFO - Epoch [42][2460/3757] lr: 1.000e-03, eta: 4 days, 23:18:15, time: 1.934, data_time: 0.008, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8187, loss_cls: 1.6434, loss: 1.6434, grad_norm: 5.6626 2020-07-28 16:46:13,533 - mmaction - INFO - Epoch [42][2480/3757] lr: 1.000e-03, eta: 4 days, 23:17:36, time: 1.961, data_time: 0.003, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8383, loss_cls: 1.5839, loss: 1.5839, grad_norm: 5.7323 2020-07-28 16:46:49,164 - mmaction - INFO - Epoch [42][2500/3757] lr: 1.000e-03, eta: 4 days, 23:16:52, time: 1.780, data_time: 0.002, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8180, loss_cls: 1.6155, loss: 1.6155, grad_norm: 5.7986 2020-07-28 16:47:28,626 - mmaction - INFO - Epoch [42][2520/3757] lr: 1.000e-03, eta: 4 days, 23:16:13, time: 1.968, data_time: 0.009, memory: 5170, top1_acc: 0.6062, top5_acc: 0.8117, loss_cls: 1.6591, loss: 1.6591, grad_norm: 5.6790 2020-07-28 16:48:07,957 - mmaction - INFO - Epoch [42][2540/3757] lr: 1.000e-03, eta: 4 days, 23:15:34, time: 1.971, data_time: 0.008, memory: 5170, top1_acc: 0.6016, top5_acc: 0.8359, loss_cls: 1.6330, loss: 1.6330, grad_norm: 6.0285 2020-07-28 16:48:46,511 - mmaction - INFO - Epoch [42][2560/3757] lr: 1.000e-03, eta: 4 days, 23:14:54, time: 1.928, data_time: 0.109, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8414, loss_cls: 1.5410, loss: 1.5410, grad_norm: 5.5841 2020-07-28 16:49:26,180 - mmaction - INFO - Epoch [42][2580/3757] lr: 1.000e-03, eta: 4 days, 23:14:15, time: 1.983, data_time: 0.003, memory: 5170, top1_acc: 0.5930, top5_acc: 0.8281, loss_cls: 1.6294, loss: 1.6294, grad_norm: 5.6967 2020-07-28 16:50:05,759 - mmaction - INFO - Epoch [42][2600/3757] lr: 1.000e-03, eta: 4 days, 23:13:37, time: 1.980, data_time: 0.008, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8187, loss_cls: 1.5451, loss: 1.5451, grad_norm: 5.5346 2020-07-28 16:50:43,189 - mmaction - INFO - Epoch [42][2620/3757] lr: 1.000e-03, eta: 4 days, 23:12:55, time: 1.867, data_time: 0.002, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8422, loss_cls: 1.5697, loss: 1.5697, grad_norm: 5.6482 2020-07-28 16:51:27,540 - mmaction - INFO - Epoch [42][2640/3757] lr: 1.000e-03, eta: 4 days, 23:12:23, time: 2.221, data_time: 0.010, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8266, loss_cls: 1.5666, loss: 1.5666, grad_norm: 5.5380 2020-07-28 16:52:02,755 - mmaction - INFO - Epoch [42][2660/3757] lr: 1.000e-03, eta: 4 days, 23:11:38, time: 1.756, data_time: 0.009, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8273, loss_cls: 1.6205, loss: 1.6205, grad_norm: 5.7955 2020-07-28 16:52:41,166 - mmaction - INFO - Epoch [42][2680/3757] lr: 1.000e-03, eta: 4 days, 23:10:58, time: 1.926, data_time: 0.048, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8297, loss_cls: 1.6200, loss: 1.6200, grad_norm: 5.7002 2020-07-28 16:53:23,458 - mmaction - INFO - Epoch [42][2700/3757] lr: 1.000e-03, eta: 4 days, 23:10:23, time: 2.112, data_time: 0.396, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8164, loss_cls: 1.6372, loss: 1.6372, grad_norm: 5.8652 2020-07-28 16:54:02,378 - mmaction - INFO - Epoch [42][2720/3757] lr: 1.000e-03, eta: 4 days, 23:09:44, time: 1.949, data_time: 0.105, memory: 5170, top1_acc: 0.6047, top5_acc: 0.8125, loss_cls: 1.6869, loss: 1.6869, grad_norm: 5.7994 2020-07-28 16:54:40,565 - mmaction - INFO - Epoch [42][2740/3757] lr: 1.000e-03, eta: 4 days, 23:09:03, time: 1.900, data_time: 0.612, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8180, loss_cls: 1.6324, loss: 1.6324, grad_norm: 5.6703 2020-07-28 16:55:18,943 - mmaction - INFO - Epoch [42][2760/3757] lr: 1.000e-03, eta: 4 days, 23:08:23, time: 1.927, data_time: 0.338, memory: 5170, top1_acc: 0.5977, top5_acc: 0.8148, loss_cls: 1.6733, loss: 1.6733, grad_norm: 5.8178 2020-07-28 16:55:57,343 - mmaction - INFO - Epoch [42][2780/3757] lr: 1.000e-03, eta: 4 days, 23:07:42, time: 1.915, data_time: 0.287, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8398, loss_cls: 1.5976, loss: 1.5976, grad_norm: 5.5978 2020-07-28 16:56:37,684 - mmaction - INFO - Epoch [42][2800/3757] lr: 1.000e-03, eta: 4 days, 23:07:05, time: 2.019, data_time: 0.009, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8211, loss_cls: 1.6395, loss: 1.6395, grad_norm: 5.8293 2020-07-28 16:57:14,686 - mmaction - INFO - Epoch [42][2820/3757] lr: 1.000e-03, eta: 4 days, 23:06:22, time: 1.847, data_time: 0.082, memory: 5170, top1_acc: 0.5805, top5_acc: 0.8281, loss_cls: 1.6928, loss: 1.6928, grad_norm: 5.8898 2020-07-28 16:57:55,544 - mmaction - INFO - Epoch [42][2840/3757] lr: 1.000e-03, eta: 4 days, 23:05:46, time: 2.048, data_time: 0.085, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8266, loss_cls: 1.6433, loss: 1.6433, grad_norm: 5.7566 2020-07-28 16:58:33,666 - mmaction - INFO - Epoch [42][2860/3757] lr: 1.000e-03, eta: 4 days, 23:05:05, time: 1.905, data_time: 0.009, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8187, loss_cls: 1.6171, loss: 1.6171, grad_norm: 5.6801 2020-07-28 16:59:11,773 - mmaction - INFO - Epoch [42][2880/3757] lr: 1.000e-03, eta: 4 days, 23:04:24, time: 1.899, data_time: 0.036, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8273, loss_cls: 1.5862, loss: 1.5862, grad_norm: 5.7221 2020-07-28 16:59:47,875 - mmaction - INFO - Epoch [42][2900/3757] lr: 1.000e-03, eta: 4 days, 23:03:41, time: 1.814, data_time: 0.012, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8109, loss_cls: 1.6558, loss: 1.6558, grad_norm: 5.7073 2020-07-28 17:00:30,512 - mmaction - INFO - Epoch [42][2920/3757] lr: 1.000e-03, eta: 4 days, 23:03:06, time: 2.107, data_time: 0.006, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8352, loss_cls: 1.5928, loss: 1.5928, grad_norm: 5.6668 2020-07-28 17:01:09,871 - mmaction - INFO - Epoch [42][2940/3757] lr: 1.000e-03, eta: 4 days, 23:02:28, time: 1.993, data_time: 0.674, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8242, loss_cls: 1.6305, loss: 1.6305, grad_norm: 5.5961 2020-07-28 17:01:47,387 - mmaction - INFO - Epoch [42][2960/3757] lr: 1.000e-03, eta: 4 days, 23:01:46, time: 1.875, data_time: 1.068, memory: 5170, top1_acc: 0.5898, top5_acc: 0.8039, loss_cls: 1.7346, loss: 1.7346, grad_norm: 5.8418 2020-07-28 17:02:27,206 - mmaction - INFO - Epoch [42][2980/3757] lr: 1.000e-03, eta: 4 days, 23:01:08, time: 1.985, data_time: 1.071, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8195, loss_cls: 1.5751, loss: 1.5751, grad_norm: 5.5994 2020-07-28 17:03:05,840 - mmaction - INFO - Epoch [42][3000/3757] lr: 1.000e-03, eta: 4 days, 23:00:28, time: 1.936, data_time: 1.160, memory: 5170, top1_acc: 0.5875, top5_acc: 0.8055, loss_cls: 1.7079, loss: 1.7079, grad_norm: 6.0025 2020-07-28 17:03:44,122 - mmaction - INFO - Epoch [42][3020/3757] lr: 1.000e-03, eta: 4 days, 22:59:47, time: 1.917, data_time: 0.052, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8313, loss_cls: 1.6009, loss: 1.6009, grad_norm: 5.7649 2020-07-28 17:04:25,059 - mmaction - INFO - Epoch [42][3040/3757] lr: 1.000e-03, eta: 4 days, 22:59:11, time: 2.045, data_time: 0.160, memory: 5170, top1_acc: 0.5914, top5_acc: 0.8148, loss_cls: 1.6937, loss: 1.6937, grad_norm: 5.8100 2020-07-28 17:05:03,203 - mmaction - INFO - Epoch [42][3060/3757] lr: 1.000e-03, eta: 4 days, 22:58:30, time: 1.907, data_time: 0.161, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8234, loss_cls: 1.5742, loss: 1.5742, grad_norm: 5.7498 2020-07-28 17:05:46,325 - mmaction - INFO - Epoch [42][3080/3757] lr: 1.000e-03, eta: 4 days, 22:57:56, time: 2.158, data_time: 0.017, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8133, loss_cls: 1.6748, loss: 1.6748, grad_norm: 5.8481 2020-07-28 17:06:25,757 - mmaction - INFO - Epoch [42][3100/3757] lr: 1.000e-03, eta: 4 days, 22:57:17, time: 1.971, data_time: 0.009, memory: 5170, top1_acc: 0.5828, top5_acc: 0.7891, loss_cls: 1.7525, loss: 1.7525, grad_norm: 5.9446 2020-07-28 17:07:00,369 - mmaction - INFO - Epoch [42][3120/3757] lr: 1.000e-03, eta: 4 days, 22:56:32, time: 1.730, data_time: 0.003, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8258, loss_cls: 1.6076, loss: 1.6076, grad_norm: 5.7071 2020-07-28 17:07:39,793 - mmaction - INFO - Epoch [42][3140/3757] lr: 1.000e-03, eta: 4 days, 22:55:53, time: 1.972, data_time: 0.009, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8328, loss_cls: 1.5634, loss: 1.5634, grad_norm: 5.7594 2020-07-28 17:08:19,524 - mmaction - INFO - Epoch [42][3160/3757] lr: 1.000e-03, eta: 4 days, 22:55:14, time: 1.980, data_time: 0.009, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8148, loss_cls: 1.6620, loss: 1.6620, grad_norm: 5.6668 2020-07-28 17:08:58,728 - mmaction - INFO - Epoch [42][3180/3757] lr: 1.000e-03, eta: 4 days, 22:54:35, time: 1.959, data_time: 0.012, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8313, loss_cls: 1.6100, loss: 1.6100, grad_norm: 5.7486 2020-07-28 17:09:37,652 - mmaction - INFO - Epoch [42][3200/3757] lr: 1.000e-03, eta: 4 days, 22:53:56, time: 1.954, data_time: 0.011, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8195, loss_cls: 1.6367, loss: 1.6367, grad_norm: 5.8194 2020-07-28 17:10:16,700 - mmaction - INFO - Epoch [42][3220/3757] lr: 1.000e-03, eta: 4 days, 22:53:17, time: 1.953, data_time: 0.007, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.6545, loss: 1.6545, grad_norm: 5.7871 2020-07-28 17:10:54,352 - mmaction - INFO - Epoch [42][3240/3757] lr: 1.000e-03, eta: 4 days, 22:52:35, time: 1.882, data_time: 0.003, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8289, loss_cls: 1.6449, loss: 1.6449, grad_norm: 5.8181 2020-07-28 17:11:32,975 - mmaction - INFO - Epoch [42][3260/3757] lr: 1.000e-03, eta: 4 days, 22:51:55, time: 1.924, data_time: 0.008, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8281, loss_cls: 1.5949, loss: 1.5949, grad_norm: 5.6615 2020-07-28 17:12:11,201 - mmaction - INFO - Epoch [42][3280/3757] lr: 1.000e-03, eta: 4 days, 22:51:15, time: 1.910, data_time: 0.011, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8266, loss_cls: 1.6327, loss: 1.6327, grad_norm: 5.7015 2020-07-28 17:12:48,813 - mmaction - INFO - Epoch [42][3300/3757] lr: 1.000e-03, eta: 4 days, 22:50:33, time: 1.887, data_time: 0.011, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8266, loss_cls: 1.5904, loss: 1.5904, grad_norm: 5.6278 2020-07-28 17:13:31,103 - mmaction - INFO - Epoch [42][3320/3757] lr: 1.000e-03, eta: 4 days, 22:49:58, time: 2.116, data_time: 0.005, memory: 5170, top1_acc: 0.5930, top5_acc: 0.8102, loss_cls: 1.6945, loss: 1.6945, grad_norm: 6.0149 2020-07-28 17:14:09,585 - mmaction - INFO - Epoch [42][3340/3757] lr: 1.000e-03, eta: 4 days, 22:49:18, time: 1.921, data_time: 0.009, memory: 5170, top1_acc: 0.5898, top5_acc: 0.8187, loss_cls: 1.6782, loss: 1.6782, grad_norm: 5.7896 2020-07-28 17:14:47,705 - mmaction - INFO - Epoch [42][3360/3757] lr: 1.000e-03, eta: 4 days, 22:48:38, time: 1.909, data_time: 0.005, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8141, loss_cls: 1.6215, loss: 1.6215, grad_norm: 5.8196 2020-07-28 17:15:28,856 - mmaction - INFO - Epoch [42][3380/3757] lr: 1.000e-03, eta: 4 days, 22:48:01, time: 2.054, data_time: 0.008, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8344, loss_cls: 1.5693, loss: 1.5693, grad_norm: 5.6292 2020-07-28 17:16:03,356 - mmaction - INFO - Epoch [42][3400/3757] lr: 1.000e-03, eta: 4 days, 22:47:15, time: 1.727, data_time: 0.006, memory: 5170, top1_acc: 0.5930, top5_acc: 0.8125, loss_cls: 1.7339, loss: 1.7339, grad_norm: 5.8807 2020-07-28 17:16:47,557 - mmaction - INFO - Epoch [42][3420/3757] lr: 1.000e-03, eta: 4 days, 22:46:43, time: 2.206, data_time: 0.339, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8227, loss_cls: 1.6066, loss: 1.6066, grad_norm: 5.7408 2020-07-28 17:17:23,687 - mmaction - INFO - Epoch [42][3440/3757] lr: 1.000e-03, eta: 4 days, 22:46:00, time: 1.811, data_time: 0.097, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8328, loss_cls: 1.5482, loss: 1.5482, grad_norm: 5.6947 2020-07-28 17:18:02,562 - mmaction - INFO - Epoch [42][3460/3757] lr: 1.000e-03, eta: 4 days, 22:45:20, time: 1.945, data_time: 0.143, memory: 5170, top1_acc: 0.5977, top5_acc: 0.8109, loss_cls: 1.6605, loss: 1.6605, grad_norm: 5.7092 2020-07-28 17:18:38,627 - mmaction - INFO - Epoch [42][3480/3757] lr: 1.000e-03, eta: 4 days, 22:44:37, time: 1.803, data_time: 0.039, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8461, loss_cls: 1.4941, loss: 1.4941, grad_norm: 5.5526 2020-07-28 17:19:17,115 - mmaction - INFO - Epoch [42][3500/3757] lr: 1.000e-03, eta: 4 days, 22:43:57, time: 1.925, data_time: 0.009, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8430, loss_cls: 1.5170, loss: 1.5170, grad_norm: 5.5692 2020-07-28 17:19:56,473 - mmaction - INFO - Epoch [42][3520/3757] lr: 1.000e-03, eta: 4 days, 22:43:17, time: 1.960, data_time: 0.008, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8258, loss_cls: 1.5953, loss: 1.5953, grad_norm: 5.6242 2020-07-28 17:20:34,640 - mmaction - INFO - Epoch [42][3540/3757] lr: 1.000e-03, eta: 4 days, 22:42:37, time: 1.917, data_time: 0.016, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8219, loss_cls: 1.6207, loss: 1.6207, grad_norm: 5.6228 2020-07-28 17:21:14,259 - mmaction - INFO - Epoch [42][3560/3757] lr: 1.000e-03, eta: 4 days, 22:41:58, time: 1.972, data_time: 0.008, memory: 5170, top1_acc: 0.5953, top5_acc: 0.8227, loss_cls: 1.6526, loss: 1.6526, grad_norm: 5.8506 2020-07-28 17:21:49,925 - mmaction - INFO - Epoch [42][3580/3757] lr: 1.000e-03, eta: 4 days, 22:41:14, time: 1.784, data_time: 0.119, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8336, loss_cls: 1.6216, loss: 1.6216, grad_norm: 5.7221 2020-07-28 17:22:32,895 - mmaction - INFO - Epoch [42][3600/3757] lr: 1.000e-03, eta: 4 days, 22:40:40, time: 2.148, data_time: 0.030, memory: 5170, top1_acc: 0.6023, top5_acc: 0.8305, loss_cls: 1.5865, loss: 1.5865, grad_norm: 5.7393 2020-07-28 17:23:08,855 - mmaction - INFO - Epoch [42][3620/3757] lr: 1.000e-03, eta: 4 days, 22:39:57, time: 1.806, data_time: 0.011, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8148, loss_cls: 1.6334, loss: 1.6334, grad_norm: 5.8004 2020-07-28 17:23:48,478 - mmaction - INFO - Epoch [42][3640/3757] lr: 1.000e-03, eta: 4 days, 22:39:18, time: 1.978, data_time: 0.008, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8227, loss_cls: 1.6186, loss: 1.6186, grad_norm: 5.6719 2020-07-28 17:24:28,314 - mmaction - INFO - Epoch [42][3660/3757] lr: 1.000e-03, eta: 4 days, 22:38:40, time: 1.988, data_time: 0.007, memory: 5170, top1_acc: 0.5844, top5_acc: 0.8164, loss_cls: 1.6508, loss: 1.6508, grad_norm: 5.8903 2020-07-28 17:25:08,309 - mmaction - INFO - Epoch [42][3680/3757] lr: 1.000e-03, eta: 4 days, 22:38:02, time: 2.007, data_time: 0.009, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8328, loss_cls: 1.5971, loss: 1.5971, grad_norm: 5.6622 2020-07-28 17:25:45,695 - mmaction - INFO - Epoch [42][3700/3757] lr: 1.000e-03, eta: 4 days, 22:37:20, time: 1.868, data_time: 0.010, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8383, loss_cls: 1.5172, loss: 1.5172, grad_norm: 5.7461 2020-07-28 17:26:24,934 - mmaction - INFO - Epoch [42][3720/3757] lr: 1.000e-03, eta: 4 days, 22:36:41, time: 1.958, data_time: 0.009, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8219, loss_cls: 1.6669, loss: 1.6669, grad_norm: 5.8674 2020-07-28 17:27:03,130 - mmaction - INFO - Epoch [42][3740/3757] lr: 1.000e-03, eta: 4 days, 22:36:01, time: 1.913, data_time: 0.007, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8344, loss_cls: 1.5753, loss: 1.5753, grad_norm: 5.7215 2020-07-28 17:27:31,020 - mmaction - INFO - Saving checkpoint at 42 epochs 2020-07-28 17:28:27,488 - mmaction - INFO - Epoch [43][20/3757] lr: 1.000e-03, eta: 4 days, 22:34:24, time: 2.753, data_time: 0.856, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8305, loss_cls: 1.5671, loss: 1.5671, grad_norm: 5.4878 2020-07-28 17:29:03,498 - mmaction - INFO - Epoch [43][40/3757] lr: 1.000e-03, eta: 4 days, 22:33:41, time: 1.807, data_time: 0.010, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8078, loss_cls: 1.6669, loss: 1.6669, grad_norm: 5.7582 2020-07-28 17:29:42,340 - mmaction - INFO - Epoch [43][60/3757] lr: 1.000e-03, eta: 4 days, 22:33:01, time: 1.942, data_time: 0.062, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8586, loss_cls: 1.4574, loss: 1.4574, grad_norm: 5.5685 2020-07-28 17:30:21,506 - mmaction - INFO - Epoch [43][80/3757] lr: 1.000e-03, eta: 4 days, 22:32:22, time: 1.953, data_time: 0.294, memory: 5170, top1_acc: 0.6023, top5_acc: 0.8250, loss_cls: 1.5824, loss: 1.5824, grad_norm: 5.7570 2020-07-28 17:31:01,850 - mmaction - INFO - Epoch [43][100/3757] lr: 1.000e-03, eta: 4 days, 22:31:44, time: 2.022, data_time: 0.280, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8250, loss_cls: 1.6245, loss: 1.6245, grad_norm: 5.6854 2020-07-28 17:31:38,001 - mmaction - INFO - Epoch [43][120/3757] lr: 1.000e-03, eta: 4 days, 22:31:01, time: 1.800, data_time: 0.126, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8391, loss_cls: 1.5499, loss: 1.5499, grad_norm: 5.5381 2020-07-28 17:32:20,458 - mmaction - INFO - Epoch [43][140/3757] lr: 1.000e-03, eta: 4 days, 22:30:26, time: 2.132, data_time: 0.494, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8133, loss_cls: 1.6576, loss: 1.6576, grad_norm: 5.8360 2020-07-28 17:32:57,108 - mmaction - INFO - Epoch [43][160/3757] lr: 1.000e-03, eta: 4 days, 22:29:43, time: 1.828, data_time: 0.388, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8281, loss_cls: 1.5816, loss: 1.5816, grad_norm: 5.5759 2020-07-28 17:33:35,663 - mmaction - INFO - Epoch [43][180/3757] lr: 1.000e-03, eta: 4 days, 22:29:03, time: 1.933, data_time: 0.520, memory: 5170, top1_acc: 0.6031, top5_acc: 0.8234, loss_cls: 1.6409, loss: 1.6409, grad_norm: 5.7756 2020-07-28 17:34:16,053 - mmaction - INFO - Epoch [43][200/3757] lr: 1.000e-03, eta: 4 days, 22:28:26, time: 2.012, data_time: 0.075, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8055, loss_cls: 1.6335, loss: 1.6335, grad_norm: 5.6862 2020-07-28 17:34:54,587 - mmaction - INFO - Epoch [43][220/3757] lr: 1.000e-03, eta: 4 days, 22:27:46, time: 1.931, data_time: 0.042, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8289, loss_cls: 1.5753, loss: 1.5753, grad_norm: 5.6535 2020-07-28 17:35:38,775 - mmaction - INFO - Epoch [43][240/3757] lr: 1.000e-03, eta: 4 days, 22:27:13, time: 2.206, data_time: 0.009, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8266, loss_cls: 1.5228, loss: 1.5228, grad_norm: 5.5096 2020-07-28 17:36:14,896 - mmaction - INFO - Epoch [43][260/3757] lr: 1.000e-03, eta: 4 days, 22:26:30, time: 1.811, data_time: 0.010, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8281, loss_cls: 1.5747, loss: 1.5747, grad_norm: 5.5989 2020-07-28 17:36:54,285 - mmaction - INFO - Epoch [43][280/3757] lr: 1.000e-03, eta: 4 days, 22:25:51, time: 1.960, data_time: 0.012, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8305, loss_cls: 1.5792, loss: 1.5792, grad_norm: 5.6854 2020-07-28 17:37:32,279 - mmaction - INFO - Epoch [43][300/3757] lr: 1.000e-03, eta: 4 days, 22:25:10, time: 1.910, data_time: 0.164, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8273, loss_cls: 1.5463, loss: 1.5463, grad_norm: 5.7577 2020-07-28 17:38:13,008 - mmaction - INFO - Epoch [43][320/3757] lr: 1.000e-03, eta: 4 days, 22:24:33, time: 2.034, data_time: 0.051, memory: 5170, top1_acc: 0.6047, top5_acc: 0.8211, loss_cls: 1.5973, loss: 1.5973, grad_norm: 5.7343 2020-07-28 17:38:49,010 - mmaction - INFO - Epoch [43][340/3757] lr: 1.000e-03, eta: 4 days, 22:23:50, time: 1.800, data_time: 0.005, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8227, loss_cls: 1.6091, loss: 1.6091, grad_norm: 5.6038 2020-07-28 17:39:32,280 - mmaction - INFO - Epoch [43][360/3757] lr: 1.000e-03, eta: 4 days, 22:23:16, time: 2.166, data_time: 0.009, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8367, loss_cls: 1.5088, loss: 1.5088, grad_norm: 5.5851 2020-07-28 17:40:10,867 - mmaction - INFO - Epoch [43][380/3757] lr: 1.000e-03, eta: 4 days, 22:22:36, time: 1.927, data_time: 0.007, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8258, loss_cls: 1.6184, loss: 1.6184, grad_norm: 5.7009 2020-07-28 17:40:49,751 - mmaction - INFO - Epoch [43][400/3757] lr: 1.000e-03, eta: 4 days, 22:21:57, time: 1.946, data_time: 0.004, memory: 5170, top1_acc: 0.5883, top5_acc: 0.8125, loss_cls: 1.6956, loss: 1.6956, grad_norm: 5.9704 2020-07-28 17:41:29,475 - mmaction - INFO - Epoch [43][420/3757] lr: 1.000e-03, eta: 4 days, 22:21:18, time: 1.979, data_time: 0.007, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8406, loss_cls: 1.5513, loss: 1.5513, grad_norm: 5.7696 2020-07-28 17:42:10,090 - mmaction - INFO - Epoch [43][440/3757] lr: 1.000e-03, eta: 4 days, 22:20:41, time: 2.031, data_time: 0.010, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8148, loss_cls: 1.6268, loss: 1.6268, grad_norm: 5.6956 2020-07-28 17:42:50,284 - mmaction - INFO - Epoch [43][460/3757] lr: 1.000e-03, eta: 4 days, 22:20:03, time: 2.013, data_time: 0.009, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8102, loss_cls: 1.6316, loss: 1.6316, grad_norm: 5.7389 2020-07-28 17:43:25,171 - mmaction - INFO - Epoch [43][480/3757] lr: 1.000e-03, eta: 4 days, 22:19:18, time: 1.746, data_time: 0.008, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8133, loss_cls: 1.6405, loss: 1.6405, grad_norm: 5.9212 2020-07-28 17:44:07,495 - mmaction - INFO - Epoch [43][500/3757] lr: 1.000e-03, eta: 4 days, 22:18:43, time: 2.115, data_time: 0.008, memory: 5170, top1_acc: 0.5945, top5_acc: 0.8070, loss_cls: 1.6519, loss: 1.6519, grad_norm: 5.9006 2020-07-28 17:44:43,917 - mmaction - INFO - Epoch [43][520/3757] lr: 1.000e-03, eta: 4 days, 22:18:00, time: 1.822, data_time: 0.004, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8297, loss_cls: 1.5883, loss: 1.5883, grad_norm: 5.8592 2020-07-28 17:45:23,496 - mmaction - INFO - Epoch [43][540/3757] lr: 1.000e-03, eta: 4 days, 22:17:22, time: 1.975, data_time: 0.008, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8203, loss_cls: 1.5591, loss: 1.5591, grad_norm: 5.6746 2020-07-28 17:46:02,969 - mmaction - INFO - Epoch [43][560/3757] lr: 1.000e-03, eta: 4 days, 22:16:43, time: 1.979, data_time: 0.010, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8297, loss_cls: 1.5949, loss: 1.5949, grad_norm: 5.7471 2020-07-28 17:46:43,483 - mmaction - INFO - Epoch [43][580/3757] lr: 1.000e-03, eta: 4 days, 22:16:05, time: 2.022, data_time: 0.007, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8375, loss_cls: 1.5278, loss: 1.5278, grad_norm: 5.7293 2020-07-28 17:47:20,300 - mmaction - INFO - Epoch [43][600/3757] lr: 1.000e-03, eta: 4 days, 22:15:23, time: 1.844, data_time: 0.009, memory: 5170, top1_acc: 0.6047, top5_acc: 0.8219, loss_cls: 1.6165, loss: 1.6165, grad_norm: 5.9450 2020-07-28 17:48:02,375 - mmaction - INFO - Epoch [43][620/3757] lr: 1.000e-03, eta: 4 days, 22:14:48, time: 2.102, data_time: 0.003, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8195, loss_cls: 1.5601, loss: 1.5601, grad_norm: 5.8317 2020-07-28 17:48:44,773 - mmaction - INFO - Epoch [43][640/3757] lr: 1.000e-03, eta: 4 days, 22:14:13, time: 2.118, data_time: 0.010, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8289, loss_cls: 1.5875, loss: 1.5875, grad_norm: 5.6682 2020-07-28 17:49:23,470 - mmaction - INFO - Epoch [43][660/3757] lr: 1.000e-03, eta: 4 days, 22:13:33, time: 1.933, data_time: 0.011, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8508, loss_cls: 1.4874, loss: 1.4874, grad_norm: 5.6893 2020-07-28 17:49:59,875 - mmaction - INFO - Epoch [43][680/3757] lr: 1.000e-03, eta: 4 days, 22:12:50, time: 1.823, data_time: 0.008, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8531, loss_cls: 1.4500, loss: 1.4500, grad_norm: 5.5912 2020-07-28 17:50:36,124 - mmaction - INFO - Epoch [43][700/3757] lr: 1.000e-03, eta: 4 days, 22:12:07, time: 1.812, data_time: 0.034, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8430, loss_cls: 1.4916, loss: 1.4916, grad_norm: 5.7218 2020-07-28 17:51:20,513 - mmaction - INFO - Epoch [43][720/3757] lr: 1.000e-03, eta: 4 days, 22:11:35, time: 2.216, data_time: 0.011, memory: 5170, top1_acc: 0.6031, top5_acc: 0.8047, loss_cls: 1.7115, loss: 1.7115, grad_norm: 6.0101 2020-07-28 17:51:54,895 - mmaction - INFO - Epoch [43][740/3757] lr: 1.000e-03, eta: 4 days, 22:10:49, time: 1.722, data_time: 0.010, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8297, loss_cls: 1.5554, loss: 1.5554, grad_norm: 5.6768 2020-07-28 17:52:36,571 - mmaction - INFO - Epoch [43][760/3757] lr: 1.000e-03, eta: 4 days, 22:10:13, time: 2.078, data_time: 0.179, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8219, loss_cls: 1.5845, loss: 1.5845, grad_norm: 5.7123 2020-07-28 17:53:13,207 - mmaction - INFO - Epoch [43][780/3757] lr: 1.000e-03, eta: 4 days, 22:09:31, time: 1.839, data_time: 1.052, memory: 5170, top1_acc: 0.5914, top5_acc: 0.8258, loss_cls: 1.6654, loss: 1.6654, grad_norm: 5.8647 2020-07-28 17:53:49,240 - mmaction - INFO - Epoch [43][800/3757] lr: 1.000e-03, eta: 4 days, 22:08:47, time: 1.794, data_time: 0.217, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8258, loss_cls: 1.6318, loss: 1.6318, grad_norm: 5.9743 2020-07-28 17:54:28,074 - mmaction - INFO - Epoch [43][820/3757] lr: 1.000e-03, eta: 4 days, 22:08:07, time: 1.942, data_time: 1.000, memory: 5170, top1_acc: 0.5992, top5_acc: 0.8063, loss_cls: 1.6887, loss: 1.6887, grad_norm: 5.9499 2020-07-28 17:55:07,971 - mmaction - INFO - Epoch [43][840/3757] lr: 1.000e-03, eta: 4 days, 22:07:29, time: 2.005, data_time: 0.128, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8359, loss_cls: 1.6018, loss: 1.6018, grad_norm: 5.8826 2020-07-28 17:55:49,101 - mmaction - INFO - Epoch [43][860/3757] lr: 1.000e-03, eta: 4 days, 22:06:53, time: 2.053, data_time: 0.219, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8516, loss_cls: 1.5220, loss: 1.5220, grad_norm: 5.6928 2020-07-28 17:56:24,715 - mmaction - INFO - Epoch [43][880/3757] lr: 1.000e-03, eta: 4 days, 22:06:09, time: 1.785, data_time: 0.135, memory: 5170, top1_acc: 0.5906, top5_acc: 0.7969, loss_cls: 1.7557, loss: 1.7557, grad_norm: 5.8104 2020-07-28 17:57:03,682 - mmaction - INFO - Epoch [43][900/3757] lr: 1.000e-03, eta: 4 days, 22:05:29, time: 1.948, data_time: 0.007, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8227, loss_cls: 1.6701, loss: 1.6701, grad_norm: 5.9286 2020-07-28 17:57:40,250 - mmaction - INFO - Epoch [43][920/3757] lr: 1.000e-03, eta: 4 days, 22:04:46, time: 1.819, data_time: 0.003, memory: 5170, top1_acc: 0.5945, top5_acc: 0.8063, loss_cls: 1.6981, loss: 1.6981, grad_norm: 5.9251 2020-07-28 17:58:18,138 - mmaction - INFO - Epoch [43][940/3757] lr: 1.000e-03, eta: 4 days, 22:04:06, time: 1.903, data_time: 0.011, memory: 5170, top1_acc: 0.6023, top5_acc: 0.8406, loss_cls: 1.6244, loss: 1.6244, grad_norm: 5.8821 2020-07-28 17:59:00,460 - mmaction - INFO - Epoch [43][960/3757] lr: 1.000e-03, eta: 4 days, 22:03:31, time: 2.116, data_time: 0.099, memory: 5170, top1_acc: 0.5828, top5_acc: 0.8016, loss_cls: 1.7142, loss: 1.7142, grad_norm: 5.9930 2020-07-28 17:59:39,263 - mmaction - INFO - Epoch [43][980/3757] lr: 1.000e-03, eta: 4 days, 22:02:51, time: 1.931, data_time: 0.008, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8336, loss_cls: 1.5602, loss: 1.5602, grad_norm: 5.7245 2020-07-28 18:00:14,857 - mmaction - INFO - Epoch [43][1000/3757] lr: 1.000e-03, eta: 4 days, 22:02:07, time: 1.776, data_time: 0.012, memory: 5170, top1_acc: 0.5891, top5_acc: 0.8289, loss_cls: 1.6562, loss: 1.6562, grad_norm: 5.9828 2020-07-28 18:00:57,946 - mmaction - INFO - Epoch [43][1020/3757] lr: 1.000e-03, eta: 4 days, 22:01:33, time: 2.164, data_time: 0.028, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8094, loss_cls: 1.6842, loss: 1.6842, grad_norm: 5.8636 2020-07-28 18:01:36,310 - mmaction - INFO - Epoch [43][1040/3757] lr: 1.000e-03, eta: 4 days, 22:00:53, time: 1.914, data_time: 0.011, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8391, loss_cls: 1.4987, loss: 1.4987, grad_norm: 5.7634 2020-07-28 18:02:15,107 - mmaction - INFO - Epoch [43][1060/3757] lr: 1.000e-03, eta: 4 days, 22:00:13, time: 1.942, data_time: 0.013, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8484, loss_cls: 1.4722, loss: 1.4722, grad_norm: 5.5871 2020-07-28 18:02:53,221 - mmaction - INFO - Epoch [43][1080/3757] lr: 1.000e-03, eta: 4 days, 21:59:33, time: 1.911, data_time: 0.008, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8203, loss_cls: 1.6224, loss: 1.6224, grad_norm: 5.8181 2020-07-28 18:03:32,545 - mmaction - INFO - Epoch [43][1100/3757] lr: 1.000e-03, eta: 4 days, 21:58:53, time: 1.964, data_time: 0.013, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8398, loss_cls: 1.4899, loss: 1.4899, grad_norm: 5.7331 2020-07-28 18:04:09,343 - mmaction - INFO - Epoch [43][1120/3757] lr: 1.000e-03, eta: 4 days, 21:58:11, time: 1.841, data_time: 0.007, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8086, loss_cls: 1.6025, loss: 1.6025, grad_norm: 5.8318 2020-07-28 18:04:47,672 - mmaction - INFO - Epoch [43][1140/3757] lr: 1.000e-03, eta: 4 days, 21:57:31, time: 1.918, data_time: 0.005, memory: 5170, top1_acc: 0.5969, top5_acc: 0.8211, loss_cls: 1.6601, loss: 1.6601, grad_norm: 6.0302 2020-07-28 18:05:25,653 - mmaction - INFO - Epoch [43][1160/3757] lr: 1.000e-03, eta: 4 days, 21:56:50, time: 1.895, data_time: 0.007, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8242, loss_cls: 1.6087, loss: 1.6087, grad_norm: 5.6913 2020-07-28 18:06:05,876 - mmaction - INFO - Epoch [43][1180/3757] lr: 1.000e-03, eta: 4 days, 21:56:12, time: 2.016, data_time: 0.009, memory: 5170, top1_acc: 0.5891, top5_acc: 0.8070, loss_cls: 1.7045, loss: 1.7045, grad_norm: 5.7636 2020-07-28 18:06:45,353 - mmaction - INFO - Epoch [43][1200/3757] lr: 1.000e-03, eta: 4 days, 21:55:33, time: 1.968, data_time: 0.008, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8187, loss_cls: 1.6353, loss: 1.6353, grad_norm: 5.8074 2020-07-28 18:07:23,803 - mmaction - INFO - Epoch [43][1220/3757] lr: 1.000e-03, eta: 4 days, 21:54:53, time: 1.928, data_time: 0.066, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8406, loss_cls: 1.4806, loss: 1.4806, grad_norm: 5.6824 2020-07-28 18:08:03,422 - mmaction - INFO - Epoch [43][1240/3757] lr: 1.000e-03, eta: 4 days, 21:54:15, time: 1.981, data_time: 0.701, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8203, loss_cls: 1.6360, loss: 1.6360, grad_norm: 5.7632 2020-07-28 18:08:43,230 - mmaction - INFO - Epoch [43][1260/3757] lr: 1.000e-03, eta: 4 days, 21:53:36, time: 1.987, data_time: 1.218, memory: 5170, top1_acc: 0.5602, top5_acc: 0.7820, loss_cls: 1.8798, loss: 1.8798, grad_norm: 6.1097 2020-07-28 18:09:21,197 - mmaction - INFO - Epoch [43][1280/3757] lr: 1.000e-03, eta: 4 days, 21:52:55, time: 1.894, data_time: 0.663, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8297, loss_cls: 1.5795, loss: 1.5795, grad_norm: 5.7659 2020-07-28 18:10:00,292 - mmaction - INFO - Epoch [43][1300/3757] lr: 1.000e-03, eta: 4 days, 21:52:16, time: 1.960, data_time: 0.845, memory: 5170, top1_acc: 0.5992, top5_acc: 0.8195, loss_cls: 1.6322, loss: 1.6322, grad_norm: 5.8612 2020-07-28 18:10:42,699 - mmaction - INFO - Epoch [43][1320/3757] lr: 1.000e-03, eta: 4 days, 21:51:41, time: 2.122, data_time: 0.476, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8203, loss_cls: 1.6389, loss: 1.6389, grad_norm: 5.7379 2020-07-28 18:11:18,617 - mmaction - INFO - Epoch [43][1340/3757] lr: 1.000e-03, eta: 4 days, 21:50:58, time: 1.796, data_time: 0.006, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8211, loss_cls: 1.6561, loss: 1.6561, grad_norm: 5.8140 2020-07-28 18:11:57,472 - mmaction - INFO - Epoch [43][1360/3757] lr: 1.000e-03, eta: 4 days, 21:50:18, time: 1.935, data_time: 0.035, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8297, loss_cls: 1.6197, loss: 1.6197, grad_norm: 5.8524 2020-07-28 18:12:35,172 - mmaction - INFO - Epoch [43][1380/3757] lr: 1.000e-03, eta: 4 days, 21:49:37, time: 1.884, data_time: 0.011, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8109, loss_cls: 1.7017, loss: 1.7017, grad_norm: 6.0274 2020-07-28 18:13:14,344 - mmaction - INFO - Epoch [43][1400/3757] lr: 1.000e-03, eta: 4 days, 21:48:58, time: 1.966, data_time: 0.011, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8289, loss_cls: 1.5743, loss: 1.5743, grad_norm: 5.7736 2020-07-28 18:13:55,665 - mmaction - INFO - Epoch [43][1420/3757] lr: 1.000e-03, eta: 4 days, 21:48:21, time: 2.060, data_time: 0.010, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8414, loss_cls: 1.5448, loss: 1.5448, grad_norm: 5.8304 2020-07-28 18:14:36,062 - mmaction - INFO - Epoch [43][1440/3757] lr: 1.000e-03, eta: 4 days, 21:47:44, time: 2.024, data_time: 0.011, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8195, loss_cls: 1.6389, loss: 1.6389, grad_norm: 5.8136 2020-07-28 18:15:15,310 - mmaction - INFO - Epoch [43][1460/3757] lr: 1.000e-03, eta: 4 days, 21:47:05, time: 1.962, data_time: 0.008, memory: 5170, top1_acc: 0.5992, top5_acc: 0.8172, loss_cls: 1.6924, loss: 1.6924, grad_norm: 6.0015 2020-07-28 18:15:54,645 - mmaction - INFO - Epoch [43][1480/3757] lr: 1.000e-03, eta: 4 days, 21:46:26, time: 1.962, data_time: 0.009, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.6650, loss: 1.6650, grad_norm: 5.8960 2020-07-28 18:16:33,840 - mmaction - INFO - Epoch [43][1500/3757] lr: 1.000e-03, eta: 4 days, 21:45:47, time: 1.964, data_time: 0.011, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8266, loss_cls: 1.6105, loss: 1.6105, grad_norm: 5.7826 2020-07-28 18:17:12,997 - mmaction - INFO - Epoch [43][1520/3757] lr: 1.000e-03, eta: 4 days, 21:45:08, time: 1.962, data_time: 0.010, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8305, loss_cls: 1.5833, loss: 1.5833, grad_norm: 5.6473 2020-07-28 18:17:49,651 - mmaction - INFO - Epoch [43][1540/3757] lr: 1.000e-03, eta: 4 days, 21:44:25, time: 1.831, data_time: 0.008, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8391, loss_cls: 1.5344, loss: 1.5344, grad_norm: 5.7778 2020-07-28 18:18:28,083 - mmaction - INFO - Epoch [43][1560/3757] lr: 1.000e-03, eta: 4 days, 21:43:45, time: 1.922, data_time: 0.009, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8273, loss_cls: 1.6294, loss: 1.6294, grad_norm: 5.8419 2020-07-28 18:19:10,161 - mmaction - INFO - Epoch [43][1580/3757] lr: 1.000e-03, eta: 4 days, 21:43:09, time: 2.104, data_time: 0.091, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8516, loss_cls: 1.5041, loss: 1.5041, grad_norm: 5.7251 2020-07-28 18:19:51,610 - mmaction - INFO - Epoch [43][1600/3757] lr: 1.000e-03, eta: 4 days, 21:42:33, time: 2.065, data_time: 0.015, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8352, loss_cls: 1.5297, loss: 1.5297, grad_norm: 5.7978 2020-07-28 18:20:27,586 - mmaction - INFO - Epoch [43][1620/3757] lr: 1.000e-03, eta: 4 days, 21:41:50, time: 1.798, data_time: 0.010, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8281, loss_cls: 1.5931, loss: 1.5931, grad_norm: 5.8643 2020-07-28 18:21:06,705 - mmaction - INFO - Epoch [43][1640/3757] lr: 1.000e-03, eta: 4 days, 21:41:11, time: 1.965, data_time: 0.011, memory: 5170, top1_acc: 0.6062, top5_acc: 0.8078, loss_cls: 1.6531, loss: 1.6531, grad_norm: 5.7597 2020-07-28 18:21:49,294 - mmaction - INFO - Epoch [43][1660/3757] lr: 1.000e-03, eta: 4 days, 21:40:36, time: 2.129, data_time: 0.006, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8187, loss_cls: 1.6132, loss: 1.6132, grad_norm: 5.9344 2020-07-28 18:22:25,426 - mmaction - INFO - Epoch [43][1680/3757] lr: 1.000e-03, eta: 4 days, 21:39:53, time: 1.806, data_time: 0.003, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8398, loss_cls: 1.5411, loss: 1.5411, grad_norm: 5.9065 2020-07-28 18:23:03,187 - mmaction - INFO - Epoch [43][1700/3757] lr: 1.000e-03, eta: 4 days, 21:39:12, time: 1.885, data_time: 0.180, memory: 5170, top1_acc: 0.5922, top5_acc: 0.8102, loss_cls: 1.7183, loss: 1.7183, grad_norm: 6.0025 2020-07-28 18:23:45,353 - mmaction - INFO - Epoch [43][1720/3757] lr: 1.000e-03, eta: 4 days, 21:38:36, time: 2.110, data_time: 0.866, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8250, loss_cls: 1.5698, loss: 1.5698, grad_norm: 5.7076 2020-07-28 18:24:26,376 - mmaction - INFO - Epoch [43][1740/3757] lr: 1.000e-03, eta: 4 days, 21:38:00, time: 2.045, data_time: 1.360, memory: 5170, top1_acc: 0.5984, top5_acc: 0.8195, loss_cls: 1.6478, loss: 1.6478, grad_norm: 6.0548 2020-07-28 18:25:03,304 - mmaction - INFO - Epoch [43][1760/3757] lr: 1.000e-03, eta: 4 days, 21:37:18, time: 1.852, data_time: 1.096, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8320, loss_cls: 1.5920, loss: 1.5920, grad_norm: 5.7156 2020-07-28 18:25:44,803 - mmaction - INFO - Epoch [43][1780/3757] lr: 1.000e-03, eta: 4 days, 21:36:41, time: 2.072, data_time: 1.363, memory: 5170, top1_acc: 0.5836, top5_acc: 0.8031, loss_cls: 1.7482, loss: 1.7482, grad_norm: 6.0210 2020-07-28 18:26:19,409 - mmaction - INFO - Epoch [43][1800/3757] lr: 1.000e-03, eta: 4 days, 21:35:56, time: 1.727, data_time: 0.979, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8063, loss_cls: 1.5933, loss: 1.5933, grad_norm: 5.6904 2020-07-28 18:26:58,549 - mmaction - INFO - Epoch [43][1820/3757] lr: 1.000e-03, eta: 4 days, 21:35:17, time: 1.964, data_time: 1.205, memory: 5170, top1_acc: 0.5914, top5_acc: 0.8023, loss_cls: 1.7381, loss: 1.7381, grad_norm: 5.9970 2020-07-28 18:27:41,142 - mmaction - INFO - Epoch [43][1840/3757] lr: 1.000e-03, eta: 4 days, 21:34:42, time: 2.125, data_time: 0.961, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8258, loss_cls: 1.5971, loss: 1.5971, grad_norm: 5.7032 2020-07-28 18:28:17,986 - mmaction - INFO - Epoch [43][1860/3757] lr: 1.000e-03, eta: 4 days, 21:34:00, time: 1.846, data_time: 1.274, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8133, loss_cls: 1.6228, loss: 1.6228, grad_norm: 5.8703 2020-07-28 18:28:56,650 - mmaction - INFO - Epoch [43][1880/3757] lr: 1.000e-03, eta: 4 days, 21:33:20, time: 1.928, data_time: 1.221, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8297, loss_cls: 1.5525, loss: 1.5525, grad_norm: 5.7038 2020-07-28 18:29:35,010 - mmaction - INFO - Epoch [43][1900/3757] lr: 1.000e-03, eta: 4 days, 21:32:40, time: 1.921, data_time: 0.709, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8172, loss_cls: 1.6548, loss: 1.6548, grad_norm: 5.7118 2020-07-28 18:30:13,071 - mmaction - INFO - Epoch [43][1920/3757] lr: 1.000e-03, eta: 4 days, 21:31:59, time: 1.899, data_time: 1.103, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8313, loss_cls: 1.5579, loss: 1.5579, grad_norm: 5.6839 2020-07-28 18:30:53,263 - mmaction - INFO - Epoch [43][1940/3757] lr: 1.000e-03, eta: 4 days, 21:31:21, time: 2.015, data_time: 1.003, memory: 5170, top1_acc: 0.6016, top5_acc: 0.8031, loss_cls: 1.7223, loss: 1.7223, grad_norm: 5.9108 2020-07-28 18:31:31,413 - mmaction - INFO - Epoch [43][1960/3757] lr: 1.000e-03, eta: 4 days, 21:30:41, time: 1.909, data_time: 0.751, memory: 5170, top1_acc: 0.6031, top5_acc: 0.8086, loss_cls: 1.6757, loss: 1.6757, grad_norm: 6.0182 2020-07-28 18:32:10,847 - mmaction - INFO - Epoch [43][1980/3757] lr: 1.000e-03, eta: 4 days, 21:30:02, time: 1.967, data_time: 0.119, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8305, loss_cls: 1.5621, loss: 1.5621, grad_norm: 5.6931 2020-07-28 18:32:50,009 - mmaction - INFO - Epoch [43][2000/3757] lr: 1.000e-03, eta: 4 days, 21:29:23, time: 1.964, data_time: 0.971, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8055, loss_cls: 1.6316, loss: 1.6316, grad_norm: 5.8607 2020-07-28 18:33:28,329 - mmaction - INFO - Epoch [43][2020/3757] lr: 1.000e-03, eta: 4 days, 21:28:42, time: 1.914, data_time: 1.211, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8141, loss_cls: 1.6407, loss: 1.6407, grad_norm: 5.7602 2020-07-28 18:34:07,533 - mmaction - INFO - Epoch [43][2040/3757] lr: 1.000e-03, eta: 4 days, 21:28:03, time: 1.962, data_time: 0.834, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8180, loss_cls: 1.6181, loss: 1.6181, grad_norm: 5.9433 2020-07-28 18:34:47,304 - mmaction - INFO - Epoch [43][2060/3757] lr: 1.000e-03, eta: 4 days, 21:27:25, time: 1.986, data_time: 1.307, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8156, loss_cls: 1.6152, loss: 1.6152, grad_norm: 5.6710 2020-07-28 18:35:24,691 - mmaction - INFO - Epoch [43][2080/3757] lr: 1.000e-03, eta: 4 days, 21:26:43, time: 1.865, data_time: 1.279, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8297, loss_cls: 1.6015, loss: 1.6015, grad_norm: 5.9312 2020-07-28 18:36:01,529 - mmaction - INFO - Epoch [43][2100/3757] lr: 1.000e-03, eta: 4 days, 21:26:01, time: 1.849, data_time: 0.822, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8273, loss_cls: 1.5976, loss: 1.5976, grad_norm: 5.7075 2020-07-28 18:36:40,854 - mmaction - INFO - Epoch [43][2120/3757] lr: 1.000e-03, eta: 4 days, 21:25:22, time: 1.962, data_time: 0.204, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8320, loss_cls: 1.6247, loss: 1.6247, grad_norm: 5.9157 2020-07-28 18:37:19,994 - mmaction - INFO - Epoch [43][2140/3757] lr: 1.000e-03, eta: 4 days, 21:24:43, time: 1.960, data_time: 0.070, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8234, loss_cls: 1.6265, loss: 1.6265, grad_norm: 5.9283 2020-07-28 18:38:00,473 - mmaction - INFO - Epoch [43][2160/3757] lr: 1.000e-03, eta: 4 days, 21:24:05, time: 2.024, data_time: 0.023, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8203, loss_cls: 1.6412, loss: 1.6412, grad_norm: 6.0191 2020-07-28 18:38:36,874 - mmaction - INFO - Epoch [43][2180/3757] lr: 1.000e-03, eta: 4 days, 21:23:22, time: 1.820, data_time: 0.006, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8234, loss_cls: 1.6500, loss: 1.6500, grad_norm: 5.7859 2020-07-28 18:39:15,502 - mmaction - INFO - Epoch [43][2200/3757] lr: 1.000e-03, eta: 4 days, 21:22:42, time: 1.924, data_time: 0.139, memory: 5170, top1_acc: 0.5898, top5_acc: 0.8070, loss_cls: 1.7299, loss: 1.7299, grad_norm: 5.8668 2020-07-28 18:39:56,518 - mmaction - INFO - Epoch [43][2220/3757] lr: 1.000e-03, eta: 4 days, 21:22:05, time: 2.050, data_time: 1.167, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8187, loss_cls: 1.6105, loss: 1.6105, grad_norm: 5.9680 2020-07-28 18:40:34,688 - mmaction - INFO - Epoch [43][2240/3757] lr: 1.000e-03, eta: 4 days, 21:21:25, time: 1.917, data_time: 0.794, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8398, loss_cls: 1.5236, loss: 1.5236, grad_norm: 5.7983 2020-07-28 18:41:16,608 - mmaction - INFO - Epoch [43][2260/3757] lr: 1.000e-03, eta: 4 days, 21:20:49, time: 2.090, data_time: 1.388, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8250, loss_cls: 1.5909, loss: 1.5909, grad_norm: 5.6784 2020-07-28 18:41:54,112 - mmaction - INFO - Epoch [43][2280/3757] lr: 1.000e-03, eta: 4 days, 21:20:08, time: 1.882, data_time: 1.312, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8203, loss_cls: 1.6576, loss: 1.6576, grad_norm: 5.6391 2020-07-28 18:42:37,759 - mmaction - INFO - Epoch [43][2300/3757] lr: 1.000e-03, eta: 4 days, 21:19:35, time: 2.178, data_time: 1.607, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8266, loss_cls: 1.6357, loss: 1.6357, grad_norm: 5.8654 2020-07-28 18:43:12,008 - mmaction - INFO - Epoch [43][2320/3757] lr: 1.000e-03, eta: 4 days, 21:18:49, time: 1.716, data_time: 1.118, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8211, loss_cls: 1.6135, loss: 1.6135, grad_norm: 5.8506 2020-07-28 18:43:51,378 - mmaction - INFO - Epoch [43][2340/3757] lr: 1.000e-03, eta: 4 days, 21:18:10, time: 1.959, data_time: 0.583, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8430, loss_cls: 1.4872, loss: 1.4872, grad_norm: 5.7129 2020-07-28 18:44:31,816 - mmaction - INFO - Epoch [43][2360/3757] lr: 1.000e-03, eta: 4 days, 21:17:33, time: 2.030, data_time: 0.712, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8438, loss_cls: 1.5539, loss: 1.5539, grad_norm: 5.7927 2020-07-28 18:45:10,924 - mmaction - INFO - Epoch [43][2380/3757] lr: 1.000e-03, eta: 4 days, 21:16:54, time: 1.958, data_time: 0.007, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8070, loss_cls: 1.6602, loss: 1.6602, grad_norm: 5.6751 2020-07-28 18:45:52,681 - mmaction - INFO - Epoch [43][2400/3757] lr: 1.000e-03, eta: 4 days, 21:16:18, time: 2.087, data_time: 0.063, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8461, loss_cls: 1.5141, loss: 1.5141, grad_norm: 5.6700 2020-07-28 18:46:31,411 - mmaction - INFO - Epoch [43][2420/3757] lr: 1.000e-03, eta: 4 days, 21:15:38, time: 1.934, data_time: 0.009, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8375, loss_cls: 1.5174, loss: 1.5174, grad_norm: 5.8674 2020-07-28 18:47:12,095 - mmaction - INFO - Epoch [43][2440/3757] lr: 1.000e-03, eta: 4 days, 21:15:01, time: 2.029, data_time: 0.225, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8297, loss_cls: 1.6565, loss: 1.6565, grad_norm: 6.0268 2020-07-28 18:47:49,374 - mmaction - INFO - Epoch [43][2460/3757] lr: 1.000e-03, eta: 4 days, 21:14:19, time: 1.871, data_time: 0.019, memory: 5170, top1_acc: 0.6047, top5_acc: 0.8234, loss_cls: 1.6119, loss: 1.6119, grad_norm: 6.0975 2020-07-28 18:48:25,783 - mmaction - INFO - Epoch [43][2480/3757] lr: 1.000e-03, eta: 4 days, 21:13:36, time: 1.818, data_time: 0.607, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8422, loss_cls: 1.5575, loss: 1.5575, grad_norm: 5.8540 2020-07-28 18:49:06,797 - mmaction - INFO - Epoch [43][2500/3757] lr: 1.000e-03, eta: 4 days, 21:13:00, time: 2.055, data_time: 0.554, memory: 5170, top1_acc: 0.6047, top5_acc: 0.8227, loss_cls: 1.6084, loss: 1.6084, grad_norm: 5.8081 2020-07-28 18:49:46,297 - mmaction - INFO - Epoch [43][2520/3757] lr: 1.000e-03, eta: 4 days, 21:12:21, time: 1.968, data_time: 0.596, memory: 5170, top1_acc: 0.5969, top5_acc: 0.8227, loss_cls: 1.6087, loss: 1.6087, grad_norm: 5.9406 2020-07-28 18:50:23,642 - mmaction - INFO - Epoch [43][2540/3757] lr: 1.000e-03, eta: 4 days, 21:11:39, time: 1.870, data_time: 0.131, memory: 5170, top1_acc: 0.5938, top5_acc: 0.8234, loss_cls: 1.6800, loss: 1.6800, grad_norm: 6.0183 2020-07-28 18:51:03,871 - mmaction - INFO - Epoch [43][2560/3757] lr: 1.000e-03, eta: 4 days, 21:11:01, time: 2.014, data_time: 0.648, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8250, loss_cls: 1.5847, loss: 1.5847, grad_norm: 5.7345 2020-07-28 18:51:43,701 - mmaction - INFO - Epoch [43][2580/3757] lr: 1.000e-03, eta: 4 days, 21:10:23, time: 1.986, data_time: 1.399, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8273, loss_cls: 1.5352, loss: 1.5352, grad_norm: 5.7281 2020-07-28 18:52:21,416 - mmaction - INFO - Epoch [43][2600/3757] lr: 1.000e-03, eta: 4 days, 21:09:42, time: 1.891, data_time: 1.304, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8273, loss_cls: 1.5242, loss: 1.5242, grad_norm: 5.7445 2020-07-28 18:53:01,364 - mmaction - INFO - Epoch [43][2620/3757] lr: 1.000e-03, eta: 4 days, 21:09:04, time: 1.990, data_time: 0.855, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8008, loss_cls: 1.6510, loss: 1.6510, grad_norm: 5.7987 2020-07-28 18:53:40,711 - mmaction - INFO - Epoch [43][2640/3757] lr: 1.000e-03, eta: 4 days, 21:08:25, time: 1.972, data_time: 0.376, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8414, loss_cls: 1.5364, loss: 1.5364, grad_norm: 5.6768 2020-07-28 18:54:19,498 - mmaction - INFO - Epoch [43][2660/3757] lr: 1.000e-03, eta: 4 days, 21:07:45, time: 1.938, data_time: 0.077, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8234, loss_cls: 1.6022, loss: 1.6022, grad_norm: 5.6982 2020-07-28 18:54:59,721 - mmaction - INFO - Epoch [43][2680/3757] lr: 1.000e-03, eta: 4 days, 21:07:07, time: 2.016, data_time: 0.018, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8117, loss_cls: 1.6266, loss: 1.6266, grad_norm: 5.9974 2020-07-28 18:55:37,810 - mmaction - INFO - Epoch [43][2700/3757] lr: 1.000e-03, eta: 4 days, 21:06:27, time: 1.900, data_time: 0.652, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8258, loss_cls: 1.5934, loss: 1.5934, grad_norm: 5.6642 2020-07-28 18:56:16,836 - mmaction - INFO - Epoch [43][2720/3757] lr: 1.000e-03, eta: 4 days, 21:05:47, time: 1.954, data_time: 0.089, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8148, loss_cls: 1.6914, loss: 1.6914, grad_norm: 5.9265 2020-07-28 18:56:54,882 - mmaction - INFO - Epoch [43][2740/3757] lr: 1.000e-03, eta: 4 days, 21:05:07, time: 1.904, data_time: 0.360, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8375, loss_cls: 1.5614, loss: 1.5614, grad_norm: 5.7123 2020-07-28 18:57:34,397 - mmaction - INFO - Epoch [43][2760/3757] lr: 1.000e-03, eta: 4 days, 21:04:28, time: 1.973, data_time: 0.868, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8398, loss_cls: 1.5565, loss: 1.5565, grad_norm: 5.8389 2020-07-28 18:58:11,630 - mmaction - INFO - Epoch [43][2780/3757] lr: 1.000e-03, eta: 4 days, 21:03:46, time: 1.863, data_time: 0.251, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8313, loss_cls: 1.5939, loss: 1.5939, grad_norm: 5.8082 2020-07-28 18:58:51,270 - mmaction - INFO - Epoch [43][2800/3757] lr: 1.000e-03, eta: 4 days, 21:03:07, time: 1.978, data_time: 0.156, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8539, loss_cls: 1.4877, loss: 1.4877, grad_norm: 5.6780 2020-07-28 18:59:31,244 - mmaction - INFO - Epoch [43][2820/3757] lr: 1.000e-03, eta: 4 days, 21:02:29, time: 2.003, data_time: 0.010, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8266, loss_cls: 1.5850, loss: 1.5850, grad_norm: 5.7858 2020-07-28 19:00:08,430 - mmaction - INFO - Epoch [43][2840/3757] lr: 1.000e-03, eta: 4 days, 21:01:47, time: 1.856, data_time: 0.009, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8023, loss_cls: 1.7231, loss: 1.7231, grad_norm: 5.9860 2020-07-28 19:00:47,444 - mmaction - INFO - Epoch [43][2860/3757] lr: 1.000e-03, eta: 4 days, 21:01:08, time: 1.951, data_time: 1.019, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8445, loss_cls: 1.5328, loss: 1.5328, grad_norm: 5.9344 2020-07-28 19:01:28,750 - mmaction - INFO - Epoch [43][2880/3757] lr: 1.000e-03, eta: 4 days, 21:00:32, time: 2.069, data_time: 0.981, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8172, loss_cls: 1.5974, loss: 1.5974, grad_norm: 5.8515 2020-07-28 19:02:09,150 - mmaction - INFO - Epoch [43][2900/3757] lr: 1.000e-03, eta: 4 days, 20:59:54, time: 2.021, data_time: 1.100, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8547, loss_cls: 1.4795, loss: 1.4795, grad_norm: 5.6461 2020-07-28 19:02:49,330 - mmaction - INFO - Epoch [43][2920/3757] lr: 1.000e-03, eta: 4 days, 20:59:16, time: 2.008, data_time: 1.415, memory: 5170, top1_acc: 0.5992, top5_acc: 0.8250, loss_cls: 1.6521, loss: 1.6521, grad_norm: 5.9605 2020-07-28 19:03:27,140 - mmaction - INFO - Epoch [43][2940/3757] lr: 1.000e-03, eta: 4 days, 20:58:35, time: 1.885, data_time: 1.309, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8430, loss_cls: 1.4875, loss: 1.4875, grad_norm: 5.5648 2020-07-28 19:04:05,123 - mmaction - INFO - Epoch [43][2960/3757] lr: 1.000e-03, eta: 4 days, 20:57:55, time: 1.905, data_time: 1.093, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8344, loss_cls: 1.5340, loss: 1.5340, grad_norm: 5.9657 2020-07-28 19:04:44,908 - mmaction - INFO - Epoch [43][2980/3757] lr: 1.000e-03, eta: 4 days, 20:57:16, time: 1.989, data_time: 1.169, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8398, loss_cls: 1.5085, loss: 1.5085, grad_norm: 5.7796 2020-07-28 19:05:23,383 - mmaction - INFO - Epoch [43][3000/3757] lr: 1.000e-03, eta: 4 days, 20:56:36, time: 1.917, data_time: 1.281, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8195, loss_cls: 1.6239, loss: 1.6239, grad_norm: 5.8770 2020-07-28 19:06:02,717 - mmaction - INFO - Epoch [43][3020/3757] lr: 1.000e-03, eta: 4 days, 20:55:57, time: 1.972, data_time: 1.179, memory: 5170, top1_acc: 0.5984, top5_acc: 0.8039, loss_cls: 1.6737, loss: 1.6737, grad_norm: 5.6547 2020-07-28 19:06:44,154 - mmaction - INFO - Epoch [43][3040/3757] lr: 1.000e-03, eta: 4 days, 20:55:21, time: 2.065, data_time: 1.475, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8297, loss_cls: 1.5748, loss: 1.5748, grad_norm: 5.8986 2020-07-28 19:07:20,218 - mmaction - INFO - Epoch [43][3060/3757] lr: 1.000e-03, eta: 4 days, 20:54:38, time: 1.811, data_time: 0.898, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8344, loss_cls: 1.5723, loss: 1.5723, grad_norm: 5.8475 2020-07-28 19:07:59,304 - mmaction - INFO - Epoch [43][3080/3757] lr: 1.000e-03, eta: 4 days, 20:53:58, time: 1.947, data_time: 0.655, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8406, loss_cls: 1.5138, loss: 1.5138, grad_norm: 5.7795 2020-07-28 19:08:37,312 - mmaction - INFO - Epoch [43][3100/3757] lr: 1.000e-03, eta: 4 days, 20:53:18, time: 1.906, data_time: 0.452, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8508, loss_cls: 1.5442, loss: 1.5442, grad_norm: 5.7475 2020-07-28 19:09:19,117 - mmaction - INFO - Epoch [43][3120/3757] lr: 1.000e-03, eta: 4 days, 20:52:42, time: 2.092, data_time: 0.051, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8297, loss_cls: 1.5756, loss: 1.5756, grad_norm: 5.9437 2020-07-28 19:09:55,238 - mmaction - INFO - Epoch [43][3140/3757] lr: 1.000e-03, eta: 4 days, 20:51:59, time: 1.805, data_time: 0.003, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8359, loss_cls: 1.5356, loss: 1.5356, grad_norm: 5.8363 2020-07-28 19:10:34,108 - mmaction - INFO - Epoch [43][3160/3757] lr: 1.000e-03, eta: 4 days, 20:51:19, time: 1.936, data_time: 0.398, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8313, loss_cls: 1.5631, loss: 1.5631, grad_norm: 5.9751 2020-07-28 19:11:11,969 - mmaction - INFO - Epoch [43][3180/3757] lr: 1.000e-03, eta: 4 days, 20:50:38, time: 1.901, data_time: 0.522, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8180, loss_cls: 1.6040, loss: 1.6040, grad_norm: 5.9265 2020-07-28 19:11:52,951 - mmaction - INFO - Epoch [43][3200/3757] lr: 1.000e-03, eta: 4 days, 20:50:01, time: 2.049, data_time: 0.015, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8297, loss_cls: 1.5606, loss: 1.5606, grad_norm: 5.7928 2020-07-28 19:12:32,685 - mmaction - INFO - Epoch [43][3220/3757] lr: 1.000e-03, eta: 4 days, 20:49:23, time: 1.979, data_time: 0.338, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8414, loss_cls: 1.5078, loss: 1.5078, grad_norm: 5.7975 2020-07-28 19:13:13,404 - mmaction - INFO - Epoch [43][3240/3757] lr: 1.000e-03, eta: 4 days, 20:48:46, time: 2.044, data_time: 0.226, memory: 5170, top1_acc: 0.6047, top5_acc: 0.8234, loss_cls: 1.6184, loss: 1.6184, grad_norm: 5.9116 2020-07-28 19:13:51,239 - mmaction - INFO - Epoch [43][3260/3757] lr: 1.000e-03, eta: 4 days, 20:48:05, time: 1.890, data_time: 0.003, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8313, loss_cls: 1.5466, loss: 1.5466, grad_norm: 5.9379 2020-07-28 19:14:27,629 - mmaction - INFO - Epoch [43][3280/3757] lr: 1.000e-03, eta: 4 days, 20:47:22, time: 1.814, data_time: 0.004, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8477, loss_cls: 1.5161, loss: 1.5161, grad_norm: 5.7762 2020-07-28 19:15:04,946 - mmaction - INFO - Epoch [43][3300/3757] lr: 1.000e-03, eta: 4 days, 20:46:40, time: 1.872, data_time: 0.115, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8336, loss_cls: 1.5738, loss: 1.5738, grad_norm: 5.8365 2020-07-28 19:15:44,531 - mmaction - INFO - Epoch [43][3320/3757] lr: 1.000e-03, eta: 4 days, 20:46:02, time: 1.977, data_time: 0.036, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8328, loss_cls: 1.5522, loss: 1.5522, grad_norm: 5.7861 2020-07-28 19:16:25,117 - mmaction - INFO - Epoch [43][3340/3757] lr: 1.000e-03, eta: 4 days, 20:45:24, time: 2.026, data_time: 0.012, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8102, loss_cls: 1.6725, loss: 1.6725, grad_norm: 6.0703 2020-07-28 19:16:59,489 - mmaction - INFO - Epoch [43][3360/3757] lr: 1.000e-03, eta: 4 days, 20:44:39, time: 1.724, data_time: 0.010, memory: 5170, top1_acc: 0.5828, top5_acc: 0.8039, loss_cls: 1.7546, loss: 1.7546, grad_norm: 6.0948 2020-07-28 19:17:40,862 - mmaction - INFO - Epoch [43][3380/3757] lr: 1.000e-03, eta: 4 days, 20:44:02, time: 2.068, data_time: 0.410, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8148, loss_cls: 1.5976, loss: 1.5976, grad_norm: 5.7749 2020-07-28 19:18:19,271 - mmaction - INFO - Epoch [43][3400/3757] lr: 1.000e-03, eta: 4 days, 20:43:22, time: 1.916, data_time: 0.016, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8148, loss_cls: 1.6591, loss: 1.6591, grad_norm: 5.9808 2020-07-28 19:19:00,935 - mmaction - INFO - Epoch [43][3420/3757] lr: 1.000e-03, eta: 4 days, 20:42:46, time: 2.088, data_time: 0.011, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8250, loss_cls: 1.6565, loss: 1.6565, grad_norm: 6.0265 2020-07-28 19:19:39,341 - mmaction - INFO - Epoch [43][3440/3757] lr: 1.000e-03, eta: 4 days, 20:42:06, time: 1.921, data_time: 0.009, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8344, loss_cls: 1.5720, loss: 1.5720, grad_norm: 5.9953 2020-07-28 19:20:17,509 - mmaction - INFO - Epoch [43][3460/3757] lr: 1.000e-03, eta: 4 days, 20:41:26, time: 1.905, data_time: 0.016, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8320, loss_cls: 1.6072, loss: 1.6072, grad_norm: 6.0422 2020-07-28 19:20:57,574 - mmaction - INFO - Epoch [43][3480/3757] lr: 1.000e-03, eta: 4 days, 20:40:48, time: 2.006, data_time: 0.058, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8258, loss_cls: 1.6166, loss: 1.6166, grad_norm: 5.9135 2020-07-28 19:21:35,886 - mmaction - INFO - Epoch [43][3500/3757] lr: 1.000e-03, eta: 4 days, 20:40:07, time: 1.910, data_time: 0.128, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8219, loss_cls: 1.5823, loss: 1.5823, grad_norm: 5.9615 2020-07-28 19:22:13,023 - mmaction - INFO - Epoch [43][3520/3757] lr: 1.000e-03, eta: 4 days, 20:39:25, time: 1.855, data_time: 0.403, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8102, loss_cls: 1.6709, loss: 1.6709, grad_norm: 6.0257 2020-07-28 19:22:54,326 - mmaction - INFO - Epoch [43][3540/3757] lr: 1.000e-03, eta: 4 days, 20:38:49, time: 2.070, data_time: 0.012, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8297, loss_cls: 1.6155, loss: 1.6155, grad_norm: 5.8992 2020-07-28 19:23:33,592 - mmaction - INFO - Epoch [43][3560/3757] lr: 1.000e-03, eta: 4 days, 20:38:10, time: 1.964, data_time: 0.012, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8313, loss_cls: 1.5904, loss: 1.5904, grad_norm: 5.8241 2020-07-28 19:24:10,851 - mmaction - INFO - Epoch [43][3580/3757] lr: 1.000e-03, eta: 4 days, 20:37:28, time: 1.863, data_time: 0.005, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8172, loss_cls: 1.6118, loss: 1.6118, grad_norm: 5.9148 2020-07-28 19:24:49,178 - mmaction - INFO - Epoch [43][3600/3757] lr: 1.000e-03, eta: 4 days, 20:36:48, time: 1.917, data_time: 0.004, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8180, loss_cls: 1.6165, loss: 1.6165, grad_norm: 5.8093 2020-07-28 19:25:29,651 - mmaction - INFO - Epoch [43][3620/3757] lr: 1.000e-03, eta: 4 days, 20:36:10, time: 2.020, data_time: 0.009, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8359, loss_cls: 1.5646, loss: 1.5646, grad_norm: 5.9469 2020-07-28 19:26:06,664 - mmaction - INFO - Epoch [43][3640/3757] lr: 1.000e-03, eta: 4 days, 20:35:28, time: 1.855, data_time: 0.012, memory: 5170, top1_acc: 0.6016, top5_acc: 0.8391, loss_cls: 1.5292, loss: 1.5292, grad_norm: 5.7776 2020-07-28 19:26:47,524 - mmaction - INFO - Epoch [43][3660/3757] lr: 1.000e-03, eta: 4 days, 20:34:51, time: 2.036, data_time: 0.009, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8125, loss_cls: 1.6434, loss: 1.6434, grad_norm: 6.0130 2020-07-28 19:27:25,658 - mmaction - INFO - Epoch [43][3680/3757] lr: 1.000e-03, eta: 4 days, 20:34:11, time: 1.914, data_time: 0.010, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8375, loss_cls: 1.5389, loss: 1.5389, grad_norm: 5.8339 2020-07-28 19:28:01,311 - mmaction - INFO - Epoch [43][3700/3757] lr: 1.000e-03, eta: 4 days, 20:33:27, time: 1.783, data_time: 0.115, memory: 5170, top1_acc: 0.6039, top5_acc: 0.7937, loss_cls: 1.7199, loss: 1.7199, grad_norm: 6.0993 2020-07-28 19:28:39,579 - mmaction - INFO - Epoch [43][3720/3757] lr: 1.000e-03, eta: 4 days, 20:32:47, time: 1.910, data_time: 0.008, memory: 5170, top1_acc: 0.5820, top5_acc: 0.8148, loss_cls: 1.6895, loss: 1.6895, grad_norm: 6.1418 2020-07-28 19:29:20,032 - mmaction - INFO - Epoch [43][3740/3757] lr: 1.000e-03, eta: 4 days, 20:32:09, time: 2.026, data_time: 0.009, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8164, loss_cls: 1.6679, loss: 1.6679, grad_norm: 5.9849 2020-07-28 19:29:45,079 - mmaction - INFO - Saving checkpoint at 43 epochs 2020-07-28 19:30:45,319 - mmaction - INFO - Epoch [44][20/3757] lr: 1.000e-03, eta: 4 days, 20:30:38, time: 2.933, data_time: 1.072, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8336, loss_cls: 1.5476, loss: 1.5476, grad_norm: 5.5782 2020-07-28 19:31:23,660 - mmaction - INFO - Epoch [44][40/3757] lr: 1.000e-03, eta: 4 days, 20:29:58, time: 1.921, data_time: 0.009, memory: 5170, top1_acc: 0.5953, top5_acc: 0.8219, loss_cls: 1.6448, loss: 1.6448, grad_norm: 6.0009 2020-07-28 19:32:04,720 - mmaction - INFO - Epoch [44][60/3757] lr: 1.000e-03, eta: 4 days, 20:29:22, time: 2.053, data_time: 0.004, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8430, loss_cls: 1.5103, loss: 1.5103, grad_norm: 5.8413 2020-07-28 19:32:44,704 - mmaction - INFO - Epoch [44][80/3757] lr: 1.000e-03, eta: 4 days, 20:28:43, time: 1.997, data_time: 0.011, memory: 5170, top1_acc: 0.6062, top5_acc: 0.8102, loss_cls: 1.6424, loss: 1.6424, grad_norm: 5.8120 2020-07-28 19:33:20,310 - mmaction - INFO - Epoch [44][100/3757] lr: 1.000e-03, eta: 4 days, 20:28:00, time: 1.782, data_time: 0.310, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8352, loss_cls: 1.5540, loss: 1.5540, grad_norm: 5.8701 2020-07-28 19:34:01,594 - mmaction - INFO - Epoch [44][120/3757] lr: 1.000e-03, eta: 4 days, 20:27:23, time: 2.059, data_time: 0.229, memory: 5170, top1_acc: 0.5922, top5_acc: 0.8187, loss_cls: 1.6168, loss: 1.6168, grad_norm: 5.9154 2020-07-28 19:34:38,749 - mmaction - INFO - Epoch [44][140/3757] lr: 1.000e-03, eta: 4 days, 20:26:41, time: 1.864, data_time: 0.376, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8500, loss_cls: 1.4720, loss: 1.4720, grad_norm: 5.6986 2020-07-28 19:35:22,094 - mmaction - INFO - Epoch [44][160/3757] lr: 1.000e-03, eta: 4 days, 20:26:08, time: 2.167, data_time: 1.371, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8164, loss_cls: 1.5846, loss: 1.5846, grad_norm: 5.8862 2020-07-28 19:35:58,439 - mmaction - INFO - Epoch [44][180/3757] lr: 1.000e-03, eta: 4 days, 20:25:25, time: 1.816, data_time: 1.222, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8352, loss_cls: 1.5916, loss: 1.5916, grad_norm: 6.0072 2020-07-28 19:36:37,392 - mmaction - INFO - Epoch [44][200/3757] lr: 1.000e-03, eta: 4 days, 20:24:45, time: 1.942, data_time: 1.120, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8328, loss_cls: 1.5986, loss: 1.5986, grad_norm: 6.0003 2020-07-28 19:37:20,465 - mmaction - INFO - Epoch [44][220/3757] lr: 1.000e-03, eta: 4 days, 20:24:11, time: 2.160, data_time: 0.725, memory: 5170, top1_acc: 0.6008, top5_acc: 0.8211, loss_cls: 1.6289, loss: 1.6289, grad_norm: 5.9371 2020-07-28 19:37:57,230 - mmaction - INFO - Epoch [44][240/3757] lr: 1.000e-03, eta: 4 days, 20:23:29, time: 1.827, data_time: 1.137, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8250, loss_cls: 1.5926, loss: 1.5926, grad_norm: 5.9438 2020-07-28 19:38:37,752 - mmaction - INFO - Epoch [44][260/3757] lr: 1.000e-03, eta: 4 days, 20:22:52, time: 2.036, data_time: 1.059, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8211, loss_cls: 1.6065, loss: 1.6065, grad_norm: 5.8345 2020-07-28 19:39:15,819 - mmaction - INFO - Epoch [44][280/3757] lr: 1.000e-03, eta: 4 days, 20:22:11, time: 1.901, data_time: 1.155, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8211, loss_cls: 1.5977, loss: 1.5977, grad_norm: 5.9457 2020-07-28 19:39:57,148 - mmaction - INFO - Epoch [44][300/3757] lr: 1.000e-03, eta: 4 days, 20:21:35, time: 2.067, data_time: 1.494, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8289, loss_cls: 1.5329, loss: 1.5329, grad_norm: 5.6998 2020-07-28 19:40:33,016 - mmaction - INFO - Epoch [44][320/3757] lr: 1.000e-03, eta: 4 days, 20:20:51, time: 1.791, data_time: 0.851, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8187, loss_cls: 1.6162, loss: 1.6162, grad_norm: 5.8814 2020-07-28 19:41:14,061 - mmaction - INFO - Epoch [44][340/3757] lr: 1.000e-03, eta: 4 days, 20:20:14, time: 2.056, data_time: 1.427, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8320, loss_cls: 1.6027, loss: 1.6027, grad_norm: 5.9302 2020-07-28 19:41:55,313 - mmaction - INFO - Epoch [44][360/3757] lr: 1.000e-03, eta: 4 days, 20:19:38, time: 2.061, data_time: 1.497, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8281, loss_cls: 1.5329, loss: 1.5329, grad_norm: 5.7878 2020-07-28 19:42:32,001 - mmaction - INFO - Epoch [44][380/3757] lr: 1.000e-03, eta: 4 days, 20:18:55, time: 1.835, data_time: 0.764, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8367, loss_cls: 1.4554, loss: 1.4554, grad_norm: 5.7600 2020-07-28 19:43:09,674 - mmaction - INFO - Epoch [44][400/3757] lr: 1.000e-03, eta: 4 days, 20:18:14, time: 1.885, data_time: 0.097, memory: 5170, top1_acc: 0.5977, top5_acc: 0.8187, loss_cls: 1.6402, loss: 1.6402, grad_norm: 5.9707 2020-07-28 19:43:48,973 - mmaction - INFO - Epoch [44][420/3757] lr: 1.000e-03, eta: 4 days, 20:17:35, time: 1.963, data_time: 0.156, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8281, loss_cls: 1.5388, loss: 1.5388, grad_norm: 5.8940 2020-07-28 19:44:30,422 - mmaction - INFO - Epoch [44][440/3757] lr: 1.000e-03, eta: 4 days, 20:16:59, time: 2.075, data_time: 0.014, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8398, loss_cls: 1.5362, loss: 1.5362, grad_norm: 5.9037 2020-07-28 19:45:06,619 - mmaction - INFO - Epoch [44][460/3757] lr: 1.000e-03, eta: 4 days, 20:16:14, time: 1.745, data_time: 0.062, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8281, loss_cls: 1.5666, loss: 1.5666, grad_norm: 6.0070 2020-07-28 19:45:44,169 - mmaction - INFO - Epoch [44][480/3757] lr: 1.000e-03, eta: 4 days, 20:15:35, time: 1.940, data_time: 0.806, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8438, loss_cls: 1.5235, loss: 1.5235, grad_norm: 5.8287 2020-07-28 19:46:24,645 - mmaction - INFO - Epoch [44][500/3757] lr: 1.000e-03, eta: 4 days, 20:14:57, time: 2.024, data_time: 0.922, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8273, loss_cls: 1.5593, loss: 1.5593, grad_norm: 5.8068 2020-07-28 19:47:06,345 - mmaction - INFO - Epoch [44][520/3757] lr: 1.000e-03, eta: 4 days, 20:14:21, time: 2.083, data_time: 0.418, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8453, loss_cls: 1.4868, loss: 1.4868, grad_norm: 5.6191 2020-07-28 19:47:46,731 - mmaction - INFO - Epoch [44][540/3757] lr: 1.000e-03, eta: 4 days, 20:13:44, time: 2.020, data_time: 0.356, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8422, loss_cls: 1.5231, loss: 1.5231, grad_norm: 5.8218 2020-07-28 19:48:25,481 - mmaction - INFO - Epoch [44][560/3757] lr: 1.000e-03, eta: 4 days, 20:13:04, time: 1.933, data_time: 0.054, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8297, loss_cls: 1.5852, loss: 1.5852, grad_norm: 5.8681 2020-07-28 19:49:02,399 - mmaction - INFO - Epoch [44][580/3757] lr: 1.000e-03, eta: 4 days, 20:12:22, time: 1.853, data_time: 0.010, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8469, loss_cls: 1.5061, loss: 1.5061, grad_norm: 5.7819 2020-07-28 19:49:39,195 - mmaction - INFO - Epoch [44][600/3757] lr: 1.000e-03, eta: 4 days, 20:11:39, time: 1.836, data_time: 0.010, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8359, loss_cls: 1.5051, loss: 1.5051, grad_norm: 5.9325 2020-07-28 19:50:17,542 - mmaction - INFO - Epoch [44][620/3757] lr: 1.000e-03, eta: 4 days, 20:10:59, time: 1.918, data_time: 0.013, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8383, loss_cls: 1.5007, loss: 1.5007, grad_norm: 5.7729 2020-07-28 19:50:59,548 - mmaction - INFO - Epoch [44][640/3757] lr: 1.000e-03, eta: 4 days, 20:10:24, time: 2.105, data_time: 0.010, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8297, loss_cls: 1.5999, loss: 1.5999, grad_norm: 6.0351 2020-07-28 19:51:36,486 - mmaction - INFO - Epoch [44][660/3757] lr: 1.000e-03, eta: 4 days, 20:09:42, time: 1.840, data_time: 0.221, memory: 5170, top1_acc: 0.5953, top5_acc: 0.8297, loss_cls: 1.6423, loss: 1.6423, grad_norm: 5.9350 2020-07-28 19:52:16,579 - mmaction - INFO - Epoch [44][680/3757] lr: 1.000e-03, eta: 4 days, 20:09:04, time: 2.005, data_time: 0.009, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8203, loss_cls: 1.5919, loss: 1.5919, grad_norm: 5.8354 2020-07-28 19:53:01,200 - mmaction - INFO - Epoch [44][700/3757] lr: 1.000e-03, eta: 4 days, 20:08:32, time: 2.232, data_time: 0.019, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8234, loss_cls: 1.5571, loss: 1.5571, grad_norm: 5.8753 2020-07-28 19:53:38,782 - mmaction - INFO - Epoch [44][720/3757] lr: 1.000e-03, eta: 4 days, 20:07:50, time: 1.885, data_time: 0.010, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8273, loss_cls: 1.5321, loss: 1.5321, grad_norm: 5.6823 2020-07-28 19:54:15,071 - mmaction - INFO - Epoch [44][740/3757] lr: 1.000e-03, eta: 4 days, 20:07:07, time: 1.811, data_time: 0.010, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8258, loss_cls: 1.5909, loss: 1.5909, grad_norm: 5.8652 2020-07-28 19:54:50,969 - mmaction - INFO - Epoch [44][760/3757] lr: 1.000e-03, eta: 4 days, 20:06:24, time: 1.798, data_time: 0.780, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8313, loss_cls: 1.4624, loss: 1.4624, grad_norm: 5.6333 2020-07-28 19:55:30,398 - mmaction - INFO - Epoch [44][780/3757] lr: 1.000e-03, eta: 4 days, 20:05:45, time: 1.969, data_time: 1.086, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8383, loss_cls: 1.5680, loss: 1.5680, grad_norm: 5.9020 2020-07-28 19:56:08,912 - mmaction - INFO - Epoch [44][800/3757] lr: 1.000e-03, eta: 4 days, 20:05:05, time: 1.929, data_time: 1.211, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8289, loss_cls: 1.6027, loss: 1.6027, grad_norm: 5.9221 2020-07-28 19:56:48,665 - mmaction - INFO - Epoch [44][820/3757] lr: 1.000e-03, eta: 4 days, 20:04:27, time: 1.985, data_time: 0.243, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8336, loss_cls: 1.5284, loss: 1.5284, grad_norm: 5.9259 2020-07-28 19:57:29,883 - mmaction - INFO - Epoch [44][840/3757] lr: 1.000e-03, eta: 4 days, 20:03:50, time: 2.064, data_time: 0.005, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8281, loss_cls: 1.6057, loss: 1.6057, grad_norm: 5.9801 2020-07-28 19:58:08,808 - mmaction - INFO - Epoch [44][860/3757] lr: 1.000e-03, eta: 4 days, 20:03:10, time: 1.937, data_time: 0.009, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8336, loss_cls: 1.5288, loss: 1.5288, grad_norm: 5.8366 2020-07-28 19:58:47,555 - mmaction - INFO - Epoch [44][880/3757] lr: 1.000e-03, eta: 4 days, 20:02:31, time: 1.939, data_time: 0.018, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.5300, loss: 1.5300, grad_norm: 5.7755 2020-07-28 19:59:24,348 - mmaction - INFO - Epoch [44][900/3757] lr: 1.000e-03, eta: 4 days, 20:01:49, time: 1.844, data_time: 0.028, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8352, loss_cls: 1.5918, loss: 1.5918, grad_norm: 5.7155 2020-07-28 20:00:04,538 - mmaction - INFO - Epoch [44][920/3757] lr: 1.000e-03, eta: 4 days, 20:01:11, time: 2.010, data_time: 0.085, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8383, loss_cls: 1.5542, loss: 1.5542, grad_norm: 5.7526 2020-07-28 20:00:46,448 - mmaction - INFO - Epoch [44][940/3757] lr: 1.000e-03, eta: 4 days, 20:00:35, time: 2.071, data_time: 0.004, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8273, loss_cls: 1.5849, loss: 1.5849, grad_norm: 6.0318 2020-07-28 20:01:21,814 - mmaction - INFO - Epoch [44][960/3757] lr: 1.000e-03, eta: 4 days, 19:59:51, time: 1.790, data_time: 0.061, memory: 5170, top1_acc: 0.6031, top5_acc: 0.8164, loss_cls: 1.6901, loss: 1.6901, grad_norm: 6.0305 2020-07-28 20:02:02,352 - mmaction - INFO - Epoch [44][980/3757] lr: 1.000e-03, eta: 4 days, 19:59:14, time: 2.030, data_time: 0.009, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8313, loss_cls: 1.5573, loss: 1.5573, grad_norm: 5.8985 2020-07-28 20:02:43,603 - mmaction - INFO - Epoch [44][1000/3757] lr: 1.000e-03, eta: 4 days, 19:58:37, time: 2.055, data_time: 0.003, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8172, loss_cls: 1.6005, loss: 1.6005, grad_norm: 5.7526 2020-07-28 20:03:21,194 - mmaction - INFO - Epoch [44][1020/3757] lr: 1.000e-03, eta: 4 days, 19:57:56, time: 1.888, data_time: 0.013, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8336, loss_cls: 1.5606, loss: 1.5606, grad_norm: 5.8978 2020-07-28 20:04:00,659 - mmaction - INFO - Epoch [44][1040/3757] lr: 1.000e-03, eta: 4 days, 19:57:17, time: 1.966, data_time: 0.007, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8070, loss_cls: 1.6278, loss: 1.6278, grad_norm: 5.8542 2020-07-28 20:04:39,842 - mmaction - INFO - Epoch [44][1060/3757] lr: 1.000e-03, eta: 4 days, 19:56:38, time: 1.967, data_time: 0.010, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8250, loss_cls: 1.5958, loss: 1.5958, grad_norm: 5.9537 2020-07-28 20:05:15,383 - mmaction - INFO - Epoch [44][1080/3757] lr: 1.000e-03, eta: 4 days, 19:55:54, time: 1.777, data_time: 0.009, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8352, loss_cls: 1.5800, loss: 1.5800, grad_norm: 5.9802 2020-07-28 20:05:53,660 - mmaction - INFO - Epoch [44][1100/3757] lr: 1.000e-03, eta: 4 days, 19:55:14, time: 1.914, data_time: 0.003, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8383, loss_cls: 1.5695, loss: 1.5695, grad_norm: 5.8077 2020-07-28 20:06:33,455 - mmaction - INFO - Epoch [44][1120/3757] lr: 1.000e-03, eta: 4 days, 19:54:35, time: 1.983, data_time: 0.095, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8375, loss_cls: 1.5006, loss: 1.5006, grad_norm: 5.8366 2020-07-28 20:07:15,133 - mmaction - INFO - Epoch [44][1140/3757] lr: 1.000e-03, eta: 4 days, 19:53:59, time: 2.090, data_time: 0.089, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8234, loss_cls: 1.6360, loss: 1.6360, grad_norm: 6.1622 2020-07-28 20:07:51,059 - mmaction - INFO - Epoch [44][1160/3757] lr: 1.000e-03, eta: 4 days, 19:53:16, time: 1.796, data_time: 0.353, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8258, loss_cls: 1.5859, loss: 1.5859, grad_norm: 6.0014 2020-07-28 20:08:30,708 - mmaction - INFO - Epoch [44][1180/3757] lr: 1.000e-03, eta: 4 days, 19:52:37, time: 1.982, data_time: 0.207, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8203, loss_cls: 1.5933, loss: 1.5933, grad_norm: 6.0306 2020-07-28 20:09:10,006 - mmaction - INFO - Epoch [44][1200/3757] lr: 1.000e-03, eta: 4 days, 19:51:58, time: 1.965, data_time: 0.004, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8352, loss_cls: 1.5125, loss: 1.5125, grad_norm: 5.6552 2020-07-28 20:09:50,656 - mmaction - INFO - Epoch [44][1220/3757] lr: 1.000e-03, eta: 4 days, 19:51:21, time: 2.032, data_time: 0.009, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8102, loss_cls: 1.6314, loss: 1.6314, grad_norm: 5.9313 2020-07-28 20:10:28,164 - mmaction - INFO - Epoch [44][1240/3757] lr: 1.000e-03, eta: 4 days, 19:50:40, time: 1.874, data_time: 0.004, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8320, loss_cls: 1.5199, loss: 1.5199, grad_norm: 5.7872 2020-07-28 20:11:07,472 - mmaction - INFO - Epoch [44][1260/3757] lr: 1.000e-03, eta: 4 days, 19:50:01, time: 1.969, data_time: 0.010, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8289, loss_cls: 1.6314, loss: 1.6314, grad_norm: 6.1073 2020-07-28 20:11:49,573 - mmaction - INFO - Epoch [44][1280/3757] lr: 1.000e-03, eta: 4 days, 19:49:25, time: 2.104, data_time: 0.002, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8289, loss_cls: 1.5882, loss: 1.5882, grad_norm: 6.0163 2020-07-28 20:12:26,848 - mmaction - INFO - Epoch [44][1300/3757] lr: 1.000e-03, eta: 4 days, 19:48:44, time: 1.862, data_time: 0.007, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8391, loss_cls: 1.5290, loss: 1.5290, grad_norm: 6.0407 2020-07-28 20:13:03,742 - mmaction - INFO - Epoch [44][1320/3757] lr: 1.000e-03, eta: 4 days, 19:48:01, time: 1.843, data_time: 0.021, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8234, loss_cls: 1.5514, loss: 1.5514, grad_norm: 5.9052 2020-07-28 20:13:43,163 - mmaction - INFO - Epoch [44][1340/3757] lr: 1.000e-03, eta: 4 days, 19:47:23, time: 1.969, data_time: 0.049, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8219, loss_cls: 1.6289, loss: 1.6289, grad_norm: 5.9910 2020-07-28 20:14:24,381 - mmaction - INFO - Epoch [44][1360/3757] lr: 1.000e-03, eta: 4 days, 19:46:46, time: 2.061, data_time: 0.396, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8289, loss_cls: 1.5793, loss: 1.5793, grad_norm: 6.0570 2020-07-28 20:15:02,305 - mmaction - INFO - Epoch [44][1380/3757] lr: 1.000e-03, eta: 4 days, 19:46:05, time: 1.900, data_time: 0.185, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8227, loss_cls: 1.5734, loss: 1.5734, grad_norm: 5.7626 2020-07-28 20:15:42,472 - mmaction - INFO - Epoch [44][1400/3757] lr: 1.000e-03, eta: 4 days, 19:45:28, time: 2.009, data_time: 0.110, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8250, loss_cls: 1.5551, loss: 1.5551, grad_norm: 5.8372 2020-07-28 20:16:18,254 - mmaction - INFO - Epoch [44][1420/3757] lr: 1.000e-03, eta: 4 days, 19:44:44, time: 1.786, data_time: 0.157, memory: 5170, top1_acc: 0.5969, top5_acc: 0.8242, loss_cls: 1.6440, loss: 1.6440, grad_norm: 5.9820 2020-07-28 20:16:58,848 - mmaction - INFO - Epoch [44][1440/3757] lr: 1.000e-03, eta: 4 days, 19:44:07, time: 2.033, data_time: 0.009, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8344, loss_cls: 1.5050, loss: 1.5050, grad_norm: 5.9230 2020-07-28 20:17:39,023 - mmaction - INFO - Epoch [44][1460/3757] lr: 1.000e-03, eta: 4 days, 19:43:29, time: 2.000, data_time: 0.007, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8156, loss_cls: 1.6375, loss: 1.6375, grad_norm: 5.9847 2020-07-28 20:18:15,339 - mmaction - INFO - Epoch [44][1480/3757] lr: 1.000e-03, eta: 4 days, 19:42:46, time: 1.825, data_time: 0.026, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8281, loss_cls: 1.6254, loss: 1.6254, grad_norm: 6.0347 2020-07-28 20:18:56,967 - mmaction - INFO - Epoch [44][1500/3757] lr: 1.000e-03, eta: 4 days, 19:42:10, time: 2.073, data_time: 0.286, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8227, loss_cls: 1.5673, loss: 1.5673, grad_norm: 6.0384 2020-07-28 20:19:36,735 - mmaction - INFO - Epoch [44][1520/3757] lr: 1.000e-03, eta: 4 days, 19:41:31, time: 1.997, data_time: 0.869, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8313, loss_cls: 1.5816, loss: 1.5816, grad_norm: 5.7882 2020-07-28 20:20:13,806 - mmaction - INFO - Epoch [44][1540/3757] lr: 1.000e-03, eta: 4 days, 19:40:49, time: 1.846, data_time: 0.378, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8336, loss_cls: 1.6216, loss: 1.6216, grad_norm: 6.1213 2020-07-28 20:20:53,347 - mmaction - INFO - Epoch [44][1560/3757] lr: 1.000e-03, eta: 4 days, 19:40:11, time: 1.984, data_time: 0.011, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8305, loss_cls: 1.6058, loss: 1.6058, grad_norm: 5.9979 2020-07-28 20:21:35,385 - mmaction - INFO - Epoch [44][1580/3757] lr: 1.000e-03, eta: 4 days, 19:39:35, time: 2.103, data_time: 0.032, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8367, loss_cls: 1.5172, loss: 1.5172, grad_norm: 5.8944 2020-07-28 20:22:13,360 - mmaction - INFO - Epoch [44][1600/3757] lr: 1.000e-03, eta: 4 days, 19:38:55, time: 1.897, data_time: 0.006, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8109, loss_cls: 1.6479, loss: 1.6479, grad_norm: 5.8663 2020-07-28 20:22:53,029 - mmaction - INFO - Epoch [44][1620/3757] lr: 1.000e-03, eta: 4 days, 19:38:16, time: 1.980, data_time: 0.014, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8164, loss_cls: 1.5946, loss: 1.5946, grad_norm: 5.8308 2020-07-28 20:23:30,588 - mmaction - INFO - Epoch [44][1640/3757] lr: 1.000e-03, eta: 4 days, 19:37:35, time: 1.881, data_time: 0.009, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8297, loss_cls: 1.5633, loss: 1.5633, grad_norm: 5.9579 2020-07-28 20:24:07,603 - mmaction - INFO - Epoch [44][1660/3757] lr: 1.000e-03, eta: 4 days, 19:36:53, time: 1.851, data_time: 0.010, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8320, loss_cls: 1.5823, loss: 1.5823, grad_norm: 6.0290 2020-07-28 20:24:45,882 - mmaction - INFO - Epoch [44][1680/3757] lr: 1.000e-03, eta: 4 days, 19:36:12, time: 1.915, data_time: 0.004, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8133, loss_cls: 1.6926, loss: 1.6926, grad_norm: 6.0414 2020-07-28 20:25:25,515 - mmaction - INFO - Epoch [44][1700/3757] lr: 1.000e-03, eta: 4 days, 19:35:34, time: 1.976, data_time: 0.163, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8328, loss_cls: 1.6148, loss: 1.6148, grad_norm: 6.1397 2020-07-28 20:26:05,127 - mmaction - INFO - Epoch [44][1720/3757] lr: 1.000e-03, eta: 4 days, 19:34:55, time: 1.984, data_time: 0.707, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8242, loss_cls: 1.5419, loss: 1.5419, grad_norm: 6.0623 2020-07-28 20:26:45,194 - mmaction - INFO - Epoch [44][1740/3757] lr: 1.000e-03, eta: 4 days, 19:34:17, time: 2.006, data_time: 1.230, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8352, loss_cls: 1.5650, loss: 1.5650, grad_norm: 5.8312 2020-07-28 20:27:24,130 - mmaction - INFO - Epoch [44][1760/3757] lr: 1.000e-03, eta: 4 days, 19:33:38, time: 1.947, data_time: 1.363, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8289, loss_cls: 1.5831, loss: 1.5831, grad_norm: 5.9769 2020-07-28 20:28:03,855 - mmaction - INFO - Epoch [44][1780/3757] lr: 1.000e-03, eta: 4 days, 19:32:59, time: 1.985, data_time: 1.287, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8281, loss_cls: 1.5789, loss: 1.5789, grad_norm: 6.1704 2020-07-28 20:28:41,110 - mmaction - INFO - Epoch [44][1800/3757] lr: 1.000e-03, eta: 4 days, 19:32:18, time: 1.856, data_time: 0.933, memory: 5170, top1_acc: 0.5992, top5_acc: 0.8102, loss_cls: 1.7328, loss: 1.7328, grad_norm: 6.2082 2020-07-28 20:29:24,259 - mmaction - INFO - Epoch [44][1820/3757] lr: 1.000e-03, eta: 4 days, 19:31:44, time: 2.163, data_time: 0.120, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8047, loss_cls: 1.6633, loss: 1.6633, grad_norm: 5.9918 2020-07-28 20:30:04,685 - mmaction - INFO - Epoch [44][1840/3757] lr: 1.000e-03, eta: 4 days, 19:31:06, time: 2.023, data_time: 0.009, memory: 5170, top1_acc: 0.6023, top5_acc: 0.8172, loss_cls: 1.6583, loss: 1.6583, grad_norm: 6.0716 2020-07-28 20:30:41,177 - mmaction - INFO - Epoch [44][1860/3757] lr: 1.000e-03, eta: 4 days, 19:30:23, time: 1.824, data_time: 0.003, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8070, loss_cls: 1.6589, loss: 1.6589, grad_norm: 6.1053 2020-07-28 20:31:18,778 - mmaction - INFO - Epoch [44][1880/3757] lr: 1.000e-03, eta: 4 days, 19:29:42, time: 1.874, data_time: 0.011, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8344, loss_cls: 1.5952, loss: 1.5952, grad_norm: 5.9897 2020-07-28 20:31:57,168 - mmaction - INFO - Epoch [44][1900/3757] lr: 1.000e-03, eta: 4 days, 19:29:02, time: 1.925, data_time: 0.028, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8172, loss_cls: 1.6072, loss: 1.6072, grad_norm: 5.9228 2020-07-28 20:32:35,352 - mmaction - INFO - Epoch [44][1920/3757] lr: 1.000e-03, eta: 4 days, 19:28:22, time: 1.909, data_time: 0.121, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8094, loss_cls: 1.6513, loss: 1.6513, grad_norm: 6.1100 2020-07-28 20:33:13,688 - mmaction - INFO - Epoch [44][1940/3757] lr: 1.000e-03, eta: 4 days, 19:27:41, time: 1.918, data_time: 0.730, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8187, loss_cls: 1.6347, loss: 1.6347, grad_norm: 5.8560 2020-07-28 20:33:54,987 - mmaction - INFO - Epoch [44][1960/3757] lr: 1.000e-03, eta: 4 days, 19:27:05, time: 2.058, data_time: 0.006, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8320, loss_cls: 1.5583, loss: 1.5583, grad_norm: 5.9341 2020-07-28 20:34:34,938 - mmaction - INFO - Epoch [44][1980/3757] lr: 1.000e-03, eta: 4 days, 19:26:27, time: 2.003, data_time: 0.010, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8367, loss_cls: 1.6092, loss: 1.6092, grad_norm: 6.0706 2020-07-28 20:35:11,240 - mmaction - INFO - Epoch [44][2000/3757] lr: 1.000e-03, eta: 4 days, 19:25:44, time: 1.817, data_time: 0.013, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8289, loss_cls: 1.5968, loss: 1.5968, grad_norm: 5.8950 2020-07-28 20:35:51,049 - mmaction - INFO - Epoch [44][2020/3757] lr: 1.000e-03, eta: 4 days, 19:25:05, time: 1.990, data_time: 0.002, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8414, loss_cls: 1.5282, loss: 1.5282, grad_norm: 5.9292 2020-07-28 20:36:30,739 - mmaction - INFO - Epoch [44][2040/3757] lr: 1.000e-03, eta: 4 days, 19:24:27, time: 1.978, data_time: 0.007, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8336, loss_cls: 1.5490, loss: 1.5490, grad_norm: 5.6953 2020-07-28 20:37:09,060 - mmaction - INFO - Epoch [44][2060/3757] lr: 1.000e-03, eta: 4 days, 19:23:47, time: 1.922, data_time: 0.009, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8297, loss_cls: 1.6283, loss: 1.6283, grad_norm: 6.2460 2020-07-28 20:37:48,862 - mmaction - INFO - Epoch [44][2080/3757] lr: 1.000e-03, eta: 4 days, 19:23:08, time: 1.981, data_time: 0.008, memory: 5170, top1_acc: 0.6062, top5_acc: 0.8203, loss_cls: 1.6197, loss: 1.6197, grad_norm: 6.1327 2020-07-28 20:38:31,119 - mmaction - INFO - Epoch [44][2100/3757] lr: 1.000e-03, eta: 4 days, 19:22:33, time: 2.120, data_time: 0.012, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8273, loss_cls: 1.5943, loss: 1.5943, grad_norm: 5.9240 2020-07-28 20:39:09,932 - mmaction - INFO - Epoch [44][2120/3757] lr: 1.000e-03, eta: 4 days, 19:21:53, time: 1.941, data_time: 0.008, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8398, loss_cls: 1.5053, loss: 1.5053, grad_norm: 5.6610 2020-07-28 20:39:48,860 - mmaction - INFO - Epoch [44][2140/3757] lr: 1.000e-03, eta: 4 days, 19:21:14, time: 1.946, data_time: 0.308, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8406, loss_cls: 1.5471, loss: 1.5471, grad_norm: 5.9399 2020-07-28 20:40:27,401 - mmaction - INFO - Epoch [44][2160/3757] lr: 1.000e-03, eta: 4 days, 19:20:34, time: 1.921, data_time: 0.324, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8258, loss_cls: 1.5799, loss: 1.5799, grad_norm: 5.9097 2020-07-28 20:41:05,751 - mmaction - INFO - Epoch [44][2180/3757] lr: 1.000e-03, eta: 4 days, 19:19:54, time: 1.923, data_time: 0.237, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8133, loss_cls: 1.6412, loss: 1.6412, grad_norm: 5.8850 2020-07-28 20:41:41,526 - mmaction - INFO - Epoch [44][2200/3757] lr: 1.000e-03, eta: 4 days, 19:19:10, time: 1.784, data_time: 0.116, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8320, loss_cls: 1.5788, loss: 1.5788, grad_norm: 6.0078 2020-07-28 20:42:21,771 - mmaction - INFO - Epoch [44][2220/3757] lr: 1.000e-03, eta: 4 days, 19:18:32, time: 2.010, data_time: 0.147, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8375, loss_cls: 1.5225, loss: 1.5225, grad_norm: 5.8265 2020-07-28 20:42:58,610 - mmaction - INFO - Epoch [44][2240/3757] lr: 1.000e-03, eta: 4 days, 19:17:50, time: 1.851, data_time: 0.100, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8281, loss_cls: 1.5732, loss: 1.5732, grad_norm: 5.8725 2020-07-28 20:43:37,061 - mmaction - INFO - Epoch [44][2260/3757] lr: 1.000e-03, eta: 4 days, 19:17:10, time: 1.915, data_time: 0.008, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8391, loss_cls: 1.5195, loss: 1.5195, grad_norm: 5.8666 2020-07-28 20:44:16,248 - mmaction - INFO - Epoch [44][2280/3757] lr: 1.000e-03, eta: 4 days, 19:16:31, time: 1.962, data_time: 0.149, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8273, loss_cls: 1.5631, loss: 1.5631, grad_norm: 5.8777 2020-07-28 20:44:55,626 - mmaction - INFO - Epoch [44][2300/3757] lr: 1.000e-03, eta: 4 days, 19:15:52, time: 1.974, data_time: 0.103, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8398, loss_cls: 1.5744, loss: 1.5744, grad_norm: 6.0968 2020-07-28 20:45:37,350 - mmaction - INFO - Epoch [44][2320/3757] lr: 1.000e-03, eta: 4 days, 19:15:16, time: 2.085, data_time: 0.334, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8336, loss_cls: 1.5768, loss: 1.5768, grad_norm: 5.9395 2020-07-28 20:46:15,924 - mmaction - INFO - Epoch [44][2340/3757] lr: 1.000e-03, eta: 4 days, 19:14:36, time: 1.930, data_time: 0.089, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8344, loss_cls: 1.5506, loss: 1.5506, grad_norm: 6.0445 2020-07-28 20:46:53,562 - mmaction - INFO - Epoch [44][2360/3757] lr: 1.000e-03, eta: 4 days, 19:13:55, time: 1.883, data_time: 1.033, memory: 5170, top1_acc: 0.5969, top5_acc: 0.8305, loss_cls: 1.6513, loss: 1.6513, grad_norm: 6.3043 2020-07-28 20:47:35,406 - mmaction - INFO - Epoch [44][2380/3757] lr: 1.000e-03, eta: 4 days, 19:13:19, time: 2.085, data_time: 1.141, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8383, loss_cls: 1.4696, loss: 1.4696, grad_norm: 5.7714 2020-07-28 20:48:14,977 - mmaction - INFO - Epoch [44][2400/3757] lr: 1.000e-03, eta: 4 days, 19:12:41, time: 1.985, data_time: 1.400, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8141, loss_cls: 1.6684, loss: 1.6684, grad_norm: 5.9929 2020-07-28 20:48:49,486 - mmaction - INFO - Epoch [44][2420/3757] lr: 1.000e-03, eta: 4 days, 19:11:55, time: 1.726, data_time: 1.129, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8023, loss_cls: 1.6862, loss: 1.6862, grad_norm: 6.1230 2020-07-28 20:49:30,231 - mmaction - INFO - Epoch [44][2440/3757] lr: 1.000e-03, eta: 4 days, 19:11:18, time: 2.038, data_time: 0.719, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8586, loss_cls: 1.4424, loss: 1.4424, grad_norm: 5.7576 2020-07-28 20:50:09,644 - mmaction - INFO - Epoch [44][2460/3757] lr: 1.000e-03, eta: 4 days, 19:10:39, time: 1.969, data_time: 1.165, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8094, loss_cls: 1.6190, loss: 1.6190, grad_norm: 6.0054 2020-07-28 20:50:49,423 - mmaction - INFO - Epoch [44][2480/3757] lr: 1.000e-03, eta: 4 days, 19:10:01, time: 1.989, data_time: 0.014, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8258, loss_cls: 1.6565, loss: 1.6565, grad_norm: 6.0910 2020-07-28 20:51:28,808 - mmaction - INFO - Epoch [44][2500/3757] lr: 1.000e-03, eta: 4 days, 19:09:22, time: 1.970, data_time: 0.009, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8273, loss_cls: 1.5816, loss: 1.5816, grad_norm: 5.9001 2020-07-28 20:52:09,240 - mmaction - INFO - Epoch [44][2520/3757] lr: 1.000e-03, eta: 4 days, 19:08:44, time: 2.017, data_time: 0.007, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8281, loss_cls: 1.5479, loss: 1.5479, grad_norm: 5.8678 2020-07-28 20:52:47,111 - mmaction - INFO - Epoch [44][2540/3757] lr: 1.000e-03, eta: 4 days, 19:08:04, time: 1.897, data_time: 0.007, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8414, loss_cls: 1.5158, loss: 1.5158, grad_norm: 5.9563 2020-07-28 20:53:28,548 - mmaction - INFO - Epoch [44][2560/3757] lr: 1.000e-03, eta: 4 days, 19:07:27, time: 2.069, data_time: 0.723, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8211, loss_cls: 1.6587, loss: 1.6587, grad_norm: 6.1907 2020-07-28 20:54:06,809 - mmaction - INFO - Epoch [44][2580/3757] lr: 1.000e-03, eta: 4 days, 19:06:47, time: 1.916, data_time: 0.664, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8211, loss_cls: 1.5475, loss: 1.5475, grad_norm: 5.8944 2020-07-28 20:54:46,346 - mmaction - INFO - Epoch [44][2600/3757] lr: 1.000e-03, eta: 4 days, 19:06:08, time: 1.976, data_time: 0.220, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.6916, loss: 1.6916, grad_norm: 6.1769 2020-07-28 20:55:27,242 - mmaction - INFO - Epoch [44][2620/3757] lr: 1.000e-03, eta: 4 days, 19:05:31, time: 2.039, data_time: 0.351, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8203, loss_cls: 1.6110, loss: 1.6110, grad_norm: 5.9896 2020-07-28 20:56:05,537 - mmaction - INFO - Epoch [44][2640/3757] lr: 1.000e-03, eta: 4 days, 19:04:51, time: 1.922, data_time: 1.171, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8273, loss_cls: 1.5961, loss: 1.5961, grad_norm: 5.8648 2020-07-28 20:56:41,032 - mmaction - INFO - Epoch [44][2660/3757] lr: 1.000e-03, eta: 4 days, 19:04:07, time: 1.772, data_time: 1.000, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8383, loss_cls: 1.5638, loss: 1.5638, grad_norm: 5.9837 2020-07-28 20:57:22,140 - mmaction - INFO - Epoch [44][2680/3757] lr: 1.000e-03, eta: 4 days, 19:03:31, time: 2.057, data_time: 0.391, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8195, loss_cls: 1.6159, loss: 1.6159, grad_norm: 6.0260 2020-07-28 20:57:58,360 - mmaction - INFO - Epoch [44][2700/3757] lr: 1.000e-03, eta: 4 days, 19:02:48, time: 1.812, data_time: 0.535, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8555, loss_cls: 1.4737, loss: 1.4737, grad_norm: 5.9744 2020-07-28 20:58:39,214 - mmaction - INFO - Epoch [44][2720/3757] lr: 1.000e-03, eta: 4 days, 19:02:10, time: 2.035, data_time: 0.208, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8352, loss_cls: 1.5533, loss: 1.5533, grad_norm: 6.1220 2020-07-28 20:59:18,001 - mmaction - INFO - Epoch [44][2740/3757] lr: 1.000e-03, eta: 4 days, 19:01:31, time: 1.947, data_time: 0.011, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8172, loss_cls: 1.6152, loss: 1.6152, grad_norm: 6.0046 2020-07-28 20:59:53,969 - mmaction - INFO - Epoch [44][2760/3757] lr: 1.000e-03, eta: 4 days, 19:00:47, time: 1.790, data_time: 0.008, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8258, loss_cls: 1.5479, loss: 1.5479, grad_norm: 5.9618 2020-07-28 21:00:35,581 - mmaction - INFO - Epoch [44][2780/3757] lr: 1.000e-03, eta: 4 days, 19:00:11, time: 2.078, data_time: 0.257, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8367, loss_cls: 1.5340, loss: 1.5340, grad_norm: 6.0697 2020-07-28 21:01:14,669 - mmaction - INFO - Epoch [44][2800/3757] lr: 1.000e-03, eta: 4 days, 18:59:32, time: 1.967, data_time: 0.544, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8227, loss_cls: 1.5861, loss: 1.5861, grad_norm: 5.9199 2020-07-28 21:01:52,694 - mmaction - INFO - Epoch [44][2820/3757] lr: 1.000e-03, eta: 4 days, 18:58:52, time: 1.901, data_time: 0.478, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8328, loss_cls: 1.5938, loss: 1.5938, grad_norm: 5.9799 2020-07-28 21:02:35,130 - mmaction - INFO - Epoch [44][2840/3757] lr: 1.000e-03, eta: 4 days, 18:58:16, time: 2.113, data_time: 0.375, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8375, loss_cls: 1.5583, loss: 1.5583, grad_norm: 5.9269 2020-07-28 21:03:11,067 - mmaction - INFO - Epoch [44][2860/3757] lr: 1.000e-03, eta: 4 days, 18:57:33, time: 1.796, data_time: 0.149, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8148, loss_cls: 1.6021, loss: 1.6021, grad_norm: 5.9679 2020-07-28 21:03:48,107 - mmaction - INFO - Epoch [44][2880/3757] lr: 1.000e-03, eta: 4 days, 18:56:51, time: 1.858, data_time: 0.265, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8234, loss_cls: 1.6067, loss: 1.6067, grad_norm: 6.0283 2020-07-28 21:04:26,932 - mmaction - INFO - Epoch [44][2900/3757] lr: 1.000e-03, eta: 4 days, 18:56:12, time: 1.939, data_time: 0.307, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8359, loss_cls: 1.5530, loss: 1.5530, grad_norm: 5.9792 2020-07-28 21:05:11,381 - mmaction - INFO - Epoch [44][2920/3757] lr: 1.000e-03, eta: 4 days, 18:55:39, time: 2.227, data_time: 0.444, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8250, loss_cls: 1.5010, loss: 1.5010, grad_norm: 5.9994 2020-07-28 21:05:49,112 - mmaction - INFO - Epoch [44][2940/3757] lr: 1.000e-03, eta: 4 days, 18:54:58, time: 1.881, data_time: 0.007, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8250, loss_cls: 1.6455, loss: 1.6455, grad_norm: 6.0478 2020-07-28 21:06:28,182 - mmaction - INFO - Epoch [44][2960/3757] lr: 1.000e-03, eta: 4 days, 18:54:19, time: 1.958, data_time: 0.035, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8273, loss_cls: 1.6144, loss: 1.6144, grad_norm: 6.0252 2020-07-28 21:07:05,067 - mmaction - INFO - Epoch [44][2980/3757] lr: 1.000e-03, eta: 4 days, 18:53:37, time: 1.836, data_time: 0.008, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8219, loss_cls: 1.6105, loss: 1.6105, grad_norm: 6.0220 2020-07-28 21:07:44,310 - mmaction - INFO - Epoch [44][3000/3757] lr: 1.000e-03, eta: 4 days, 18:52:58, time: 1.971, data_time: 0.146, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8406, loss_cls: 1.5553, loss: 1.5553, grad_norm: 6.1831 2020-07-28 21:08:22,285 - mmaction - INFO - Epoch [44][3020/3757] lr: 1.000e-03, eta: 4 days, 18:52:17, time: 1.898, data_time: 0.199, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8156, loss_cls: 1.6076, loss: 1.6076, grad_norm: 6.0080 2020-07-28 21:09:04,671 - mmaction - INFO - Epoch [44][3040/3757] lr: 1.000e-03, eta: 4 days, 18:51:42, time: 2.115, data_time: 0.004, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8359, loss_cls: 1.5044, loss: 1.5044, grad_norm: 6.0899 2020-07-28 21:09:42,264 - mmaction - INFO - Epoch [44][3060/3757] lr: 1.000e-03, eta: 4 days, 18:51:01, time: 1.881, data_time: 0.014, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8148, loss_cls: 1.6529, loss: 1.6529, grad_norm: 5.9115 2020-07-28 21:10:19,307 - mmaction - INFO - Epoch [44][3080/3757] lr: 1.000e-03, eta: 4 days, 18:50:19, time: 1.854, data_time: 0.009, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8398, loss_cls: 1.5304, loss: 1.5304, grad_norm: 5.9503 2020-07-28 21:11:00,602 - mmaction - INFO - Epoch [44][3100/3757] lr: 1.000e-03, eta: 4 days, 18:49:42, time: 2.067, data_time: 0.007, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8383, loss_cls: 1.5307, loss: 1.5307, grad_norm: 5.9180 2020-07-28 21:11:38,350 - mmaction - INFO - Epoch [44][3120/3757] lr: 1.000e-03, eta: 4 days, 18:49:01, time: 1.881, data_time: 0.008, memory: 5170, top1_acc: 0.6031, top5_acc: 0.8070, loss_cls: 1.6929, loss: 1.6929, grad_norm: 6.3397 2020-07-28 21:12:20,293 - mmaction - INFO - Epoch [44][3140/3757] lr: 1.000e-03, eta: 4 days, 18:48:26, time: 2.098, data_time: 0.010, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8336, loss_cls: 1.5473, loss: 1.5473, grad_norm: 5.9179 2020-07-28 21:12:56,077 - mmaction - INFO - Epoch [44][3160/3757] lr: 1.000e-03, eta: 4 days, 18:47:42, time: 1.791, data_time: 0.008, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8406, loss_cls: 1.5278, loss: 1.5278, grad_norm: 5.8817 2020-07-28 21:13:34,274 - mmaction - INFO - Epoch [44][3180/3757] lr: 1.000e-03, eta: 4 days, 18:47:02, time: 1.914, data_time: 0.009, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8383, loss_cls: 1.5448, loss: 1.5448, grad_norm: 5.8882 2020-07-28 21:14:15,937 - mmaction - INFO - Epoch [44][3200/3757] lr: 1.000e-03, eta: 4 days, 18:46:26, time: 2.083, data_time: 0.003, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8266, loss_cls: 1.6041, loss: 1.6041, grad_norm: 5.9348 2020-07-28 21:14:56,565 - mmaction - INFO - Epoch [44][3220/3757] lr: 1.000e-03, eta: 4 days, 18:45:48, time: 2.026, data_time: 0.003, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8281, loss_cls: 1.5441, loss: 1.5441, grad_norm: 6.0080 2020-07-28 21:15:34,789 - mmaction - INFO - Epoch [44][3240/3757] lr: 1.000e-03, eta: 4 days, 18:45:08, time: 1.912, data_time: 0.011, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8305, loss_cls: 1.6122, loss: 1.6122, grad_norm: 5.9396 2020-07-28 21:16:11,399 - mmaction - INFO - Epoch [44][3260/3757] lr: 1.000e-03, eta: 4 days, 18:44:26, time: 1.834, data_time: 0.010, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8266, loss_cls: 1.5807, loss: 1.5807, grad_norm: 6.1149 2020-07-28 21:16:53,329 - mmaction - INFO - Epoch [44][3280/3757] lr: 1.000e-03, eta: 4 days, 18:43:50, time: 2.092, data_time: 0.009, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8328, loss_cls: 1.5830, loss: 1.5830, grad_norm: 5.9108 2020-07-28 21:17:30,534 - mmaction - INFO - Epoch [44][3300/3757] lr: 1.000e-03, eta: 4 days, 18:43:08, time: 1.863, data_time: 0.011, memory: 5170, top1_acc: 0.5891, top5_acc: 0.7953, loss_cls: 1.7140, loss: 1.7140, grad_norm: 6.2515 2020-07-28 21:18:10,595 - mmaction - INFO - Epoch [44][3320/3757] lr: 1.000e-03, eta: 4 days, 18:42:30, time: 2.005, data_time: 0.014, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8141, loss_cls: 1.5910, loss: 1.5910, grad_norm: 5.9672 2020-07-28 21:18:50,081 - mmaction - INFO - Epoch [44][3340/3757] lr: 1.000e-03, eta: 4 days, 18:41:52, time: 1.975, data_time: 0.008, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8195, loss_cls: 1.5689, loss: 1.5689, grad_norm: 6.0341 2020-07-28 21:19:25,457 - mmaction - INFO - Epoch [44][3360/3757] lr: 1.000e-03, eta: 4 days, 18:41:08, time: 1.767, data_time: 0.003, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8539, loss_cls: 1.4215, loss: 1.4215, grad_norm: 5.6146 2020-07-28 21:20:07,718 - mmaction - INFO - Epoch [44][3380/3757] lr: 1.000e-03, eta: 4 days, 18:40:32, time: 2.113, data_time: 0.010, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8289, loss_cls: 1.5409, loss: 1.5409, grad_norm: 5.9010 2020-07-28 21:20:46,347 - mmaction - INFO - Epoch [44][3400/3757] lr: 1.000e-03, eta: 4 days, 18:39:52, time: 1.929, data_time: 0.003, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8250, loss_cls: 1.6094, loss: 1.6094, grad_norm: 6.0767 2020-07-28 21:21:21,062 - mmaction - INFO - Epoch [44][3420/3757] lr: 1.000e-03, eta: 4 days, 18:39:08, time: 1.737, data_time: 0.030, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8211, loss_cls: 1.6221, loss: 1.6221, grad_norm: 6.0718 2020-07-28 21:21:59,857 - mmaction - INFO - Epoch [44][3440/3757] lr: 1.000e-03, eta: 4 days, 18:38:28, time: 1.930, data_time: 0.663, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8023, loss_cls: 1.6500, loss: 1.6500, grad_norm: 6.1799 2020-07-28 21:22:41,947 - mmaction - INFO - Epoch [44][3460/3757] lr: 1.000e-03, eta: 4 days, 18:37:52, time: 2.113, data_time: 0.307, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8227, loss_cls: 1.6367, loss: 1.6367, grad_norm: 6.2294 2020-07-28 21:23:21,225 - mmaction - INFO - Epoch [44][3480/3757] lr: 1.000e-03, eta: 4 days, 18:37:13, time: 1.966, data_time: 0.119, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8359, loss_cls: 1.5714, loss: 1.5714, grad_norm: 6.0858 2020-07-28 21:24:01,767 - mmaction - INFO - Epoch [44][3500/3757] lr: 1.000e-03, eta: 4 days, 18:36:36, time: 2.025, data_time: 0.003, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8203, loss_cls: 1.6134, loss: 1.6134, grad_norm: 6.0415 2020-07-28 21:24:40,041 - mmaction - INFO - Epoch [44][3520/3757] lr: 1.000e-03, eta: 4 days, 18:35:55, time: 1.906, data_time: 0.010, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8023, loss_cls: 1.6970, loss: 1.6970, grad_norm: 6.0220 2020-07-28 21:25:19,433 - mmaction - INFO - Epoch [44][3540/3757] lr: 1.000e-03, eta: 4 days, 18:35:17, time: 1.973, data_time: 0.187, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8398, loss_cls: 1.4705, loss: 1.4705, grad_norm: 5.7748 2020-07-28 21:25:54,147 - mmaction - INFO - Epoch [44][3560/3757] lr: 1.000e-03, eta: 4 days, 18:34:32, time: 1.743, data_time: 0.322, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8430, loss_cls: 1.4752, loss: 1.4752, grad_norm: 5.6739 2020-07-28 21:26:34,478 - mmaction - INFO - Epoch [44][3580/3757] lr: 1.000e-03, eta: 4 days, 18:33:54, time: 2.013, data_time: 0.287, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8336, loss_cls: 1.5527, loss: 1.5527, grad_norm: 5.8673 2020-07-28 21:27:12,994 - mmaction - INFO - Epoch [44][3600/3757] lr: 1.000e-03, eta: 4 days, 18:33:14, time: 1.928, data_time: 0.695, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8484, loss_cls: 1.4859, loss: 1.4859, grad_norm: 5.9257 2020-07-28 21:27:49,782 - mmaction - INFO - Epoch [44][3620/3757] lr: 1.000e-03, eta: 4 days, 18:32:32, time: 1.840, data_time: 0.915, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8258, loss_cls: 1.5895, loss: 1.5895, grad_norm: 6.0183 2020-07-28 21:28:29,213 - mmaction - INFO - Epoch [44][3640/3757] lr: 1.000e-03, eta: 4 days, 18:31:53, time: 1.973, data_time: 0.497, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8023, loss_cls: 1.6581, loss: 1.6581, grad_norm: 6.0305 2020-07-28 21:29:09,923 - mmaction - INFO - Epoch [44][3660/3757] lr: 1.000e-03, eta: 4 days, 18:31:16, time: 2.028, data_time: 1.190, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8297, loss_cls: 1.5902, loss: 1.5902, grad_norm: 5.9592 2020-07-28 21:29:46,162 - mmaction - INFO - Epoch [44][3680/3757] lr: 1.000e-03, eta: 4 days, 18:30:33, time: 1.818, data_time: 1.059, memory: 5170, top1_acc: 0.5961, top5_acc: 0.8289, loss_cls: 1.6651, loss: 1.6651, grad_norm: 6.1302 2020-07-28 21:30:26,861 - mmaction - INFO - Epoch [44][3700/3757] lr: 1.000e-03, eta: 4 days, 18:29:56, time: 2.028, data_time: 1.145, memory: 5170, top1_acc: 0.5922, top5_acc: 0.8156, loss_cls: 1.6309, loss: 1.6309, grad_norm: 6.1193 2020-07-28 21:31:09,984 - mmaction - INFO - Epoch [44][3720/3757] lr: 1.000e-03, eta: 4 days, 18:29:21, time: 2.156, data_time: 0.220, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8227, loss_cls: 1.5697, loss: 1.5697, grad_norm: 6.0408 2020-07-28 21:31:46,585 - mmaction - INFO - Epoch [44][3740/3757] lr: 1.000e-03, eta: 4 days, 18:28:39, time: 1.836, data_time: 0.076, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8266, loss_cls: 1.5633, loss: 1.5633, grad_norm: 5.9035 2020-07-28 21:32:10,834 - mmaction - INFO - Saving checkpoint at 44 epochs 2020-07-28 21:33:06,720 - mmaction - INFO - Epoch [45][20/3757] lr: 1.000e-03, eta: 4 days, 18:27:04, time: 2.713, data_time: 1.094, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8242, loss_cls: 1.5925, loss: 1.5925, grad_norm: 5.8430 2020-07-28 21:33:44,143 - mmaction - INFO - Epoch [45][40/3757] lr: 1.000e-03, eta: 4 days, 18:26:22, time: 1.871, data_time: 0.012, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8172, loss_cls: 1.6089, loss: 1.6089, grad_norm: 6.1089 2020-07-28 21:34:24,328 - mmaction - INFO - Epoch [45][60/3757] lr: 1.000e-03, eta: 4 days, 18:25:44, time: 2.005, data_time: 0.505, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8289, loss_cls: 1.5813, loss: 1.5813, grad_norm: 6.0803 2020-07-28 21:35:03,121 - mmaction - INFO - Epoch [45][80/3757] lr: 1.000e-03, eta: 4 days, 18:25:05, time: 1.950, data_time: 1.210, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8180, loss_cls: 1.5995, loss: 1.5995, grad_norm: 5.9700 2020-07-28 21:35:45,963 - mmaction - INFO - Epoch [45][100/3757] lr: 1.000e-03, eta: 4 days, 18:24:30, time: 2.141, data_time: 1.341, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8273, loss_cls: 1.5431, loss: 1.5431, grad_norm: 5.9987 2020-07-28 21:36:25,579 - mmaction - INFO - Epoch [45][120/3757] lr: 1.000e-03, eta: 4 days, 18:23:52, time: 1.980, data_time: 1.404, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8297, loss_cls: 1.6027, loss: 1.6027, grad_norm: 5.9959 2020-07-28 21:37:04,132 - mmaction - INFO - Epoch [45][140/3757] lr: 1.000e-03, eta: 4 days, 18:23:12, time: 1.922, data_time: 1.237, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8352, loss_cls: 1.5370, loss: 1.5370, grad_norm: 5.9879 2020-07-28 21:37:43,993 - mmaction - INFO - Epoch [45][160/3757] lr: 1.000e-03, eta: 4 days, 18:22:33, time: 1.998, data_time: 1.257, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8258, loss_cls: 1.5443, loss: 1.5443, grad_norm: 5.9497 2020-07-28 21:38:21,972 - mmaction - INFO - Epoch [45][180/3757] lr: 1.000e-03, eta: 4 days, 18:21:53, time: 1.900, data_time: 0.403, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8453, loss_cls: 1.5043, loss: 1.5043, grad_norm: 6.0825 2020-07-28 21:39:02,592 - mmaction - INFO - Epoch [45][200/3757] lr: 1.000e-03, eta: 4 days, 18:21:15, time: 2.031, data_time: 0.441, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8289, loss_cls: 1.6013, loss: 1.6013, grad_norm: 6.1835 2020-07-28 21:39:39,773 - mmaction - INFO - Epoch [45][220/3757] lr: 1.000e-03, eta: 4 days, 18:20:34, time: 1.859, data_time: 0.788, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8320, loss_cls: 1.5920, loss: 1.5920, grad_norm: 6.0624 2020-07-28 21:40:24,810 - mmaction - INFO - Epoch [45][240/3757] lr: 1.000e-03, eta: 4 days, 18:20:02, time: 2.247, data_time: 0.566, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8266, loss_cls: 1.5984, loss: 1.5984, grad_norm: 6.0706 2020-07-28 21:41:02,403 - mmaction - INFO - Epoch [45][260/3757] lr: 1.000e-03, eta: 4 days, 18:19:21, time: 1.880, data_time: 0.008, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8406, loss_cls: 1.5010, loss: 1.5010, grad_norm: 5.8706 2020-07-28 21:41:39,644 - mmaction - INFO - Epoch [45][280/3757] lr: 1.000e-03, eta: 4 days, 18:18:39, time: 1.862, data_time: 0.009, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8242, loss_cls: 1.6288, loss: 1.6288, grad_norm: 6.0243 2020-07-28 21:42:18,499 - mmaction - INFO - Epoch [45][300/3757] lr: 1.000e-03, eta: 4 days, 18:18:00, time: 1.947, data_time: 0.010, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8305, loss_cls: 1.5545, loss: 1.5545, grad_norm: 5.9568 2020-07-28 21:42:58,620 - mmaction - INFO - Epoch [45][320/3757] lr: 1.000e-03, eta: 4 days, 18:17:21, time: 2.002, data_time: 0.004, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8328, loss_cls: 1.5497, loss: 1.5497, grad_norm: 5.9188 2020-07-28 21:43:37,277 - mmaction - INFO - Epoch [45][340/3757] lr: 1.000e-03, eta: 4 days, 18:16:42, time: 1.929, data_time: 0.010, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8195, loss_cls: 1.5990, loss: 1.5990, grad_norm: 5.9713 2020-07-28 21:44:19,024 - mmaction - INFO - Epoch [45][360/3757] lr: 1.000e-03, eta: 4 days, 18:16:06, time: 2.089, data_time: 0.011, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8477, loss_cls: 1.5436, loss: 1.5436, grad_norm: 6.0718 2020-07-28 21:44:54,663 - mmaction - INFO - Epoch [45][380/3757] lr: 1.000e-03, eta: 4 days, 18:15:22, time: 1.784, data_time: 0.011, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8180, loss_cls: 1.5909, loss: 1.5909, grad_norm: 5.9368 2020-07-28 21:45:33,524 - mmaction - INFO - Epoch [45][400/3757] lr: 1.000e-03, eta: 4 days, 18:14:42, time: 1.941, data_time: 0.012, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8250, loss_cls: 1.5586, loss: 1.5586, grad_norm: 5.8265 2020-07-28 21:46:14,335 - mmaction - INFO - Epoch [45][420/3757] lr: 1.000e-03, eta: 4 days, 18:14:05, time: 2.042, data_time: 0.210, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8406, loss_cls: 1.4684, loss: 1.4684, grad_norm: 5.7648 2020-07-28 21:46:48,385 - mmaction - INFO - Epoch [45][440/3757] lr: 1.000e-03, eta: 4 days, 18:13:20, time: 1.706, data_time: 0.009, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8320, loss_cls: 1.5842, loss: 1.5842, grad_norm: 5.9521 2020-07-28 21:47:30,939 - mmaction - INFO - Epoch [45][460/3757] lr: 1.000e-03, eta: 4 days, 18:12:45, time: 2.122, data_time: 0.054, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8344, loss_cls: 1.5314, loss: 1.5314, grad_norm: 5.8748 2020-07-28 21:48:10,508 - mmaction - INFO - Epoch [45][480/3757] lr: 1.000e-03, eta: 4 days, 18:12:06, time: 1.984, data_time: 0.009, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8172, loss_cls: 1.6534, loss: 1.6534, grad_norm: 6.2225 2020-07-28 21:48:49,444 - mmaction - INFO - Epoch [45][500/3757] lr: 1.000e-03, eta: 4 days, 18:11:27, time: 1.945, data_time: 0.039, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8281, loss_cls: 1.5619, loss: 1.5619, grad_norm: 5.8626 2020-07-28 21:49:29,663 - mmaction - INFO - Epoch [45][520/3757] lr: 1.000e-03, eta: 4 days, 18:10:49, time: 2.015, data_time: 0.006, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8305, loss_cls: 1.6377, loss: 1.6377, grad_norm: 6.0640 2020-07-28 21:50:09,628 - mmaction - INFO - Epoch [45][540/3757] lr: 1.000e-03, eta: 4 days, 18:10:11, time: 1.997, data_time: 0.006, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8445, loss_cls: 1.5420, loss: 1.5420, grad_norm: 5.9943 2020-07-28 21:50:48,445 - mmaction - INFO - Epoch [45][560/3757] lr: 1.000e-03, eta: 4 days, 18:09:31, time: 1.939, data_time: 0.202, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8336, loss_cls: 1.5625, loss: 1.5625, grad_norm: 5.9067 2020-07-28 21:51:29,856 - mmaction - INFO - Epoch [45][580/3757] lr: 1.000e-03, eta: 4 days, 18:08:55, time: 2.074, data_time: 0.011, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8258, loss_cls: 1.6104, loss: 1.6104, grad_norm: 5.9365 2020-07-28 21:52:07,174 - mmaction - INFO - Epoch [45][600/3757] lr: 1.000e-03, eta: 4 days, 18:08:13, time: 1.863, data_time: 0.004, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8547, loss_cls: 1.4937, loss: 1.4937, grad_norm: 5.9775 2020-07-28 21:52:41,034 - mmaction - INFO - Epoch [45][620/3757] lr: 1.000e-03, eta: 4 days, 18:07:27, time: 1.692, data_time: 0.485, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8273, loss_cls: 1.6050, loss: 1.6050, grad_norm: 5.9830 2020-07-28 21:53:21,615 - mmaction - INFO - Epoch [45][640/3757] lr: 1.000e-03, eta: 4 days, 18:06:50, time: 2.024, data_time: 0.261, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8234, loss_cls: 1.5906, loss: 1.5906, grad_norm: 6.1556 2020-07-28 21:53:58,838 - mmaction - INFO - Epoch [45][660/3757] lr: 1.000e-03, eta: 4 days, 18:06:08, time: 1.869, data_time: 0.145, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8297, loss_cls: 1.5480, loss: 1.5480, grad_norm: 6.0039 2020-07-28 21:54:40,286 - mmaction - INFO - Epoch [45][680/3757] lr: 1.000e-03, eta: 4 days, 18:05:32, time: 2.064, data_time: 0.008, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8383, loss_cls: 1.4671, loss: 1.4671, grad_norm: 5.7694 2020-07-28 21:55:17,319 - mmaction - INFO - Epoch [45][700/3757] lr: 1.000e-03, eta: 4 days, 18:04:50, time: 1.853, data_time: 0.011, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8344, loss_cls: 1.5886, loss: 1.5886, grad_norm: 6.1065 2020-07-28 21:55:54,960 - mmaction - INFO - Epoch [45][720/3757] lr: 1.000e-03, eta: 4 days, 18:04:09, time: 1.889, data_time: 0.010, memory: 5170, top1_acc: 0.5828, top5_acc: 0.8094, loss_cls: 1.6944, loss: 1.6944, grad_norm: 6.1640 2020-07-28 21:56:34,189 - mmaction - INFO - Epoch [45][740/3757] lr: 1.000e-03, eta: 4 days, 18:03:30, time: 1.962, data_time: 0.169, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8328, loss_cls: 1.5920, loss: 1.5920, grad_norm: 6.1755 2020-07-28 21:57:14,829 - mmaction - INFO - Epoch [45][760/3757] lr: 1.000e-03, eta: 4 days, 18:02:53, time: 2.023, data_time: 0.007, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8391, loss_cls: 1.5418, loss: 1.5418, grad_norm: 6.0707 2020-07-28 21:57:55,090 - mmaction - INFO - Epoch [45][780/3757] lr: 1.000e-03, eta: 4 days, 18:02:15, time: 2.019, data_time: 0.015, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8297, loss_cls: 1.5555, loss: 1.5555, grad_norm: 5.9699 2020-07-28 21:58:33,793 - mmaction - INFO - Epoch [45][800/3757] lr: 1.000e-03, eta: 4 days, 18:01:35, time: 1.935, data_time: 0.010, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8187, loss_cls: 1.6521, loss: 1.6521, grad_norm: 6.1002 2020-07-28 21:59:10,124 - mmaction - INFO - Epoch [45][820/3757] lr: 1.000e-03, eta: 4 days, 18:00:52, time: 1.819, data_time: 0.008, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8445, loss_cls: 1.4851, loss: 1.4851, grad_norm: 5.9015 2020-07-28 21:59:47,678 - mmaction - INFO - Epoch [45][840/3757] lr: 1.000e-03, eta: 4 days, 18:00:11, time: 1.870, data_time: 0.008, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8391, loss_cls: 1.5055, loss: 1.5055, grad_norm: 5.8997 2020-07-28 22:00:26,913 - mmaction - INFO - Epoch [45][860/3757] lr: 1.000e-03, eta: 4 days, 17:59:32, time: 1.952, data_time: 0.011, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8289, loss_cls: 1.5963, loss: 1.5963, grad_norm: 5.9099 2020-07-28 22:01:08,876 - mmaction - INFO - Epoch [45][880/3757] lr: 1.000e-03, eta: 4 days, 17:58:57, time: 2.117, data_time: 0.034, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8102, loss_cls: 1.6561, loss: 1.6561, grad_norm: 5.9877 2020-07-28 22:01:46,938 - mmaction - INFO - Epoch [45][900/3757] lr: 1.000e-03, eta: 4 days, 17:58:16, time: 1.898, data_time: 0.008, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8438, loss_cls: 1.4481, loss: 1.4481, grad_norm: 5.6825 2020-07-28 22:02:24,902 - mmaction - INFO - Epoch [45][920/3757] lr: 1.000e-03, eta: 4 days, 17:57:35, time: 1.895, data_time: 0.009, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8328, loss_cls: 1.5839, loss: 1.5839, grad_norm: 6.1111 2020-07-28 22:03:04,640 - mmaction - INFO - Epoch [45][940/3757] lr: 1.000e-03, eta: 4 days, 17:56:57, time: 1.993, data_time: 0.011, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8344, loss_cls: 1.5365, loss: 1.5365, grad_norm: 6.0604 2020-07-28 22:03:46,050 - mmaction - INFO - Epoch [45][960/3757] lr: 1.000e-03, eta: 4 days, 17:56:20, time: 2.072, data_time: 0.009, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8359, loss_cls: 1.5540, loss: 1.5540, grad_norm: 5.9405 2020-07-28 22:04:24,099 - mmaction - INFO - Epoch [45][980/3757] lr: 1.000e-03, eta: 4 days, 17:55:40, time: 1.897, data_time: 0.003, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8320, loss_cls: 1.5623, loss: 1.5623, grad_norm: 6.0148 2020-07-28 22:05:08,841 - mmaction - INFO - Epoch [45][1000/3757] lr: 1.000e-03, eta: 4 days, 17:55:08, time: 2.243, data_time: 0.010, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8313, loss_cls: 1.5705, loss: 1.5705, grad_norm: 6.1639 2020-07-28 22:05:45,219 - mmaction - INFO - Epoch [45][1020/3757] lr: 1.000e-03, eta: 4 days, 17:54:25, time: 1.816, data_time: 0.002, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8273, loss_cls: 1.5356, loss: 1.5356, grad_norm: 5.8524 2020-07-28 22:06:25,480 - mmaction - INFO - Epoch [45][1040/3757] lr: 1.000e-03, eta: 4 days, 17:53:47, time: 2.014, data_time: 0.011, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8461, loss_cls: 1.5094, loss: 1.5094, grad_norm: 6.0659 2020-07-28 22:07:00,826 - mmaction - INFO - Epoch [45][1060/3757] lr: 1.000e-03, eta: 4 days, 17:53:03, time: 1.766, data_time: 0.009, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8414, loss_cls: 1.4496, loss: 1.4496, grad_norm: 5.8748 2020-07-28 22:07:41,943 - mmaction - INFO - Epoch [45][1080/3757] lr: 1.000e-03, eta: 4 days, 17:52:26, time: 2.055, data_time: 0.008, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8344, loss_cls: 1.5260, loss: 1.5260, grad_norm: 5.8919 2020-07-28 22:08:17,423 - mmaction - INFO - Epoch [45][1100/3757] lr: 1.000e-03, eta: 4 days, 17:51:43, time: 1.776, data_time: 0.011, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8422, loss_cls: 1.5102, loss: 1.5102, grad_norm: 6.0251 2020-07-28 22:08:58,588 - mmaction - INFO - Epoch [45][1120/3757] lr: 1.000e-03, eta: 4 days, 17:51:06, time: 2.059, data_time: 0.009, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8352, loss_cls: 1.4952, loss: 1.4952, grad_norm: 5.9131 2020-07-28 22:09:37,805 - mmaction - INFO - Epoch [45][1140/3757] lr: 1.000e-03, eta: 4 days, 17:50:27, time: 1.959, data_time: 0.007, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8242, loss_cls: 1.6368, loss: 1.6368, grad_norm: 6.2239 2020-07-28 22:10:16,001 - mmaction - INFO - Epoch [45][1160/3757] lr: 1.000e-03, eta: 4 days, 17:49:46, time: 1.902, data_time: 0.158, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8227, loss_cls: 1.5740, loss: 1.5740, grad_norm: 5.9913 2020-07-28 22:10:58,197 - mmaction - INFO - Epoch [45][1180/3757] lr: 1.000e-03, eta: 4 days, 17:49:11, time: 2.119, data_time: 0.013, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8273, loss_cls: 1.5850, loss: 1.5850, grad_norm: 6.1177 2020-07-28 22:11:37,099 - mmaction - INFO - Epoch [45][1200/3757] lr: 1.000e-03, eta: 4 days, 17:48:32, time: 1.947, data_time: 0.154, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8273, loss_cls: 1.6070, loss: 1.6070, grad_norm: 6.3120 2020-07-28 22:12:15,405 - mmaction - INFO - Epoch [45][1220/3757] lr: 1.000e-03, eta: 4 days, 17:47:51, time: 1.916, data_time: 0.009, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8461, loss_cls: 1.5319, loss: 1.5319, grad_norm: 6.0924 2020-07-28 22:12:56,407 - mmaction - INFO - Epoch [45][1240/3757] lr: 1.000e-03, eta: 4 days, 17:47:14, time: 2.043, data_time: 0.013, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8359, loss_cls: 1.5552, loss: 1.5552, grad_norm: 5.9464 2020-07-28 22:13:35,540 - mmaction - INFO - Epoch [45][1260/3757] lr: 1.000e-03, eta: 4 days, 17:46:35, time: 1.962, data_time: 0.010, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8187, loss_cls: 1.6215, loss: 1.6215, grad_norm: 6.1172 2020-07-28 22:14:16,294 - mmaction - INFO - Epoch [45][1280/3757] lr: 1.000e-03, eta: 4 days, 17:45:58, time: 2.033, data_time: 0.009, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8375, loss_cls: 1.5654, loss: 1.5654, grad_norm: 6.3379 2020-07-28 22:14:51,275 - mmaction - INFO - Epoch [45][1300/3757] lr: 1.000e-03, eta: 4 days, 17:45:14, time: 1.754, data_time: 0.011, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.5561, loss: 1.5561, grad_norm: 5.9480 2020-07-28 22:15:33,656 - mmaction - INFO - Epoch [45][1320/3757] lr: 1.000e-03, eta: 4 days, 17:44:39, time: 2.120, data_time: 0.189, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8250, loss_cls: 1.6281, loss: 1.6281, grad_norm: 6.0514 2020-07-28 22:16:15,416 - mmaction - INFO - Epoch [45][1340/3757] lr: 1.000e-03, eta: 4 days, 17:44:03, time: 2.088, data_time: 0.003, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8305, loss_cls: 1.5834, loss: 1.5834, grad_norm: 6.0045 2020-07-28 22:16:54,205 - mmaction - INFO - Epoch [45][1360/3757] lr: 1.000e-03, eta: 4 days, 17:43:23, time: 1.940, data_time: 0.011, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8367, loss_cls: 1.5295, loss: 1.5295, grad_norm: 6.1483 2020-07-28 22:17:32,305 - mmaction - INFO - Epoch [45][1380/3757] lr: 1.000e-03, eta: 4 days, 17:42:42, time: 1.903, data_time: 0.030, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8367, loss_cls: 1.5093, loss: 1.5093, grad_norm: 6.0260 2020-07-28 22:18:08,391 - mmaction - INFO - Epoch [45][1400/3757] lr: 1.000e-03, eta: 4 days, 17:41:59, time: 1.802, data_time: 0.133, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8586, loss_cls: 1.4254, loss: 1.4254, grad_norm: 5.8551 2020-07-28 22:18:47,641 - mmaction - INFO - Epoch [45][1420/3757] lr: 1.000e-03, eta: 4 days, 17:41:20, time: 1.966, data_time: 0.442, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8328, loss_cls: 1.5924, loss: 1.5924, grad_norm: 6.1224 2020-07-28 22:19:25,689 - mmaction - INFO - Epoch [45][1440/3757] lr: 1.000e-03, eta: 4 days, 17:40:40, time: 1.899, data_time: 0.063, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8242, loss_cls: 1.5542, loss: 1.5542, grad_norm: 6.0758 2020-07-28 22:20:03,354 - mmaction - INFO - Epoch [45][1460/3757] lr: 1.000e-03, eta: 4 days, 17:39:59, time: 1.887, data_time: 0.008, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8352, loss_cls: 1.5215, loss: 1.5215, grad_norm: 5.9153 2020-07-28 22:20:44,045 - mmaction - INFO - Epoch [45][1480/3757] lr: 1.000e-03, eta: 4 days, 17:39:21, time: 2.030, data_time: 0.003, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8297, loss_cls: 1.5481, loss: 1.5481, grad_norm: 6.0443 2020-07-28 22:21:21,139 - mmaction - INFO - Epoch [45][1500/3757] lr: 1.000e-03, eta: 4 days, 17:38:40, time: 1.860, data_time: 0.008, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8461, loss_cls: 1.4783, loss: 1.4783, grad_norm: 6.0755 2020-07-28 22:21:58,793 - mmaction - INFO - Epoch [45][1520/3757] lr: 1.000e-03, eta: 4 days, 17:37:59, time: 1.883, data_time: 0.016, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8359, loss_cls: 1.5611, loss: 1.5611, grad_norm: 5.9468 2020-07-28 22:22:40,457 - mmaction - INFO - Epoch [45][1540/3757] lr: 1.000e-03, eta: 4 days, 17:37:22, time: 2.079, data_time: 0.026, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8328, loss_cls: 1.5783, loss: 1.5783, grad_norm: 6.0692 2020-07-28 22:23:17,243 - mmaction - INFO - Epoch [45][1560/3757] lr: 1.000e-03, eta: 4 days, 17:36:40, time: 1.843, data_time: 0.007, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8195, loss_cls: 1.6133, loss: 1.6133, grad_norm: 6.2117 2020-07-28 22:23:57,228 - mmaction - INFO - Epoch [45][1580/3757] lr: 1.000e-03, eta: 4 days, 17:36:02, time: 1.998, data_time: 0.007, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8352, loss_cls: 1.4891, loss: 1.4891, grad_norm: 5.8340 2020-07-28 22:24:34,668 - mmaction - INFO - Epoch [45][1600/3757] lr: 1.000e-03, eta: 4 days, 17:35:21, time: 1.872, data_time: 0.003, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8336, loss_cls: 1.5993, loss: 1.5993, grad_norm: 6.1282 2020-07-28 22:25:16,093 - mmaction - INFO - Epoch [45][1620/3757] lr: 1.000e-03, eta: 4 days, 17:34:44, time: 2.067, data_time: 0.008, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8414, loss_cls: 1.4866, loss: 1.4866, grad_norm: 5.9412 2020-07-28 22:25:56,498 - mmaction - INFO - Epoch [45][1640/3757] lr: 1.000e-03, eta: 4 days, 17:34:07, time: 2.024, data_time: 0.147, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8297, loss_cls: 1.5995, loss: 1.5995, grad_norm: 6.1362 2020-07-28 22:26:35,566 - mmaction - INFO - Epoch [45][1660/3757] lr: 1.000e-03, eta: 4 days, 17:33:27, time: 1.947, data_time: 0.016, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8320, loss_cls: 1.5243, loss: 1.5243, grad_norm: 5.9213 2020-07-28 22:27:15,563 - mmaction - INFO - Epoch [45][1680/3757] lr: 1.000e-03, eta: 4 days, 17:32:49, time: 2.007, data_time: 0.011, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8203, loss_cls: 1.6415, loss: 1.6415, grad_norm: 6.2677 2020-07-28 22:27:51,015 - mmaction - INFO - Epoch [45][1700/3757] lr: 1.000e-03, eta: 4 days, 17:32:06, time: 1.772, data_time: 0.008, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8250, loss_cls: 1.5849, loss: 1.5849, grad_norm: 6.1803 2020-07-28 22:28:28,468 - mmaction - INFO - Epoch [45][1720/3757] lr: 1.000e-03, eta: 4 days, 17:31:24, time: 1.873, data_time: 0.252, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8297, loss_cls: 1.5657, loss: 1.5657, grad_norm: 6.1772 2020-07-28 22:29:08,009 - mmaction - INFO - Epoch [45][1740/3757] lr: 1.000e-03, eta: 4 days, 17:30:46, time: 1.977, data_time: 0.527, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8211, loss_cls: 1.6016, loss: 1.6016, grad_norm: 5.9853 2020-07-28 22:29:46,975 - mmaction - INFO - Epoch [45][1760/3757] lr: 1.000e-03, eta: 4 days, 17:30:06, time: 1.948, data_time: 0.201, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8242, loss_cls: 1.6301, loss: 1.6301, grad_norm: 6.2300 2020-07-28 22:30:26,279 - mmaction - INFO - Epoch [45][1780/3757] lr: 1.000e-03, eta: 4 days, 17:29:27, time: 1.962, data_time: 0.030, memory: 5170, top1_acc: 0.6023, top5_acc: 0.8250, loss_cls: 1.5999, loss: 1.5999, grad_norm: 6.1877 2020-07-28 22:31:08,940 - mmaction - INFO - Epoch [45][1800/3757] lr: 1.000e-03, eta: 4 days, 17:28:52, time: 2.133, data_time: 0.008, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8359, loss_cls: 1.5914, loss: 1.5914, grad_norm: 6.0620 2020-07-28 22:31:49,056 - mmaction - INFO - Epoch [45][1820/3757] lr: 1.000e-03, eta: 4 days, 17:28:14, time: 2.005, data_time: 0.006, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8336, loss_cls: 1.5934, loss: 1.5934, grad_norm: 6.2733 2020-07-28 22:32:29,216 - mmaction - INFO - Epoch [45][1840/3757] lr: 1.000e-03, eta: 4 days, 17:27:36, time: 2.006, data_time: 0.009, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8234, loss_cls: 1.5870, loss: 1.5870, grad_norm: 5.9715 2020-07-28 22:33:07,767 - mmaction - INFO - Epoch [45][1860/3757] lr: 1.000e-03, eta: 4 days, 17:26:57, time: 1.932, data_time: 0.009, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8250, loss_cls: 1.5576, loss: 1.5576, grad_norm: 6.1492 2020-07-28 22:33:46,349 - mmaction - INFO - Epoch [45][1880/3757] lr: 1.000e-03, eta: 4 days, 17:26:16, time: 1.924, data_time: 0.035, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8289, loss_cls: 1.5785, loss: 1.5785, grad_norm: 6.2668 2020-07-28 22:34:27,927 - mmaction - INFO - Epoch [45][1900/3757] lr: 1.000e-03, eta: 4 days, 17:25:40, time: 2.082, data_time: 0.014, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8297, loss_cls: 1.5219, loss: 1.5219, grad_norm: 6.0411 2020-07-28 22:35:07,832 - mmaction - INFO - Epoch [45][1920/3757] lr: 1.000e-03, eta: 4 days, 17:25:02, time: 1.997, data_time: 0.008, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8281, loss_cls: 1.5697, loss: 1.5697, grad_norm: 5.9704 2020-07-28 22:35:46,096 - mmaction - INFO - Epoch [45][1940/3757] lr: 1.000e-03, eta: 4 days, 17:24:22, time: 1.911, data_time: 0.004, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8289, loss_cls: 1.5626, loss: 1.5626, grad_norm: 6.0151 2020-07-28 22:36:25,371 - mmaction - INFO - Epoch [45][1960/3757] lr: 1.000e-03, eta: 4 days, 17:23:43, time: 1.959, data_time: 0.017, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8383, loss_cls: 1.5265, loss: 1.5265, grad_norm: 5.8059 2020-07-28 22:37:02,525 - mmaction - INFO - Epoch [45][1980/3757] lr: 1.000e-03, eta: 4 days, 17:23:01, time: 1.863, data_time: 0.011, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8227, loss_cls: 1.5626, loss: 1.5626, grad_norm: 6.1161 2020-07-28 22:37:44,593 - mmaction - INFO - Epoch [45][2000/3757] lr: 1.000e-03, eta: 4 days, 17:22:26, time: 2.105, data_time: 0.009, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8195, loss_cls: 1.6487, loss: 1.6487, grad_norm: 6.2619 2020-07-28 22:38:21,056 - mmaction - INFO - Epoch [45][2020/3757] lr: 1.000e-03, eta: 4 days, 17:21:43, time: 1.824, data_time: 0.003, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8273, loss_cls: 1.5867, loss: 1.5867, grad_norm: 6.0700 2020-07-28 22:38:59,858 - mmaction - INFO - Epoch [45][2040/3757] lr: 1.000e-03, eta: 4 days, 17:21:03, time: 1.931, data_time: 0.009, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8344, loss_cls: 1.5346, loss: 1.5346, grad_norm: 6.1769 2020-07-28 22:39:39,429 - mmaction - INFO - Epoch [45][2060/3757] lr: 1.000e-03, eta: 4 days, 17:20:25, time: 1.987, data_time: 0.012, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8234, loss_cls: 1.6237, loss: 1.6237, grad_norm: 6.0468 2020-07-28 22:40:18,317 - mmaction - INFO - Epoch [45][2080/3757] lr: 1.000e-03, eta: 4 days, 17:19:45, time: 1.939, data_time: 0.009, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8336, loss_cls: 1.5712, loss: 1.5712, grad_norm: 6.1473 2020-07-28 22:40:57,301 - mmaction - INFO - Epoch [45][2100/3757] lr: 1.000e-03, eta: 4 days, 17:19:06, time: 1.955, data_time: 0.142, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8227, loss_cls: 1.5613, loss: 1.5613, grad_norm: 6.0993 2020-07-28 22:41:36,128 - mmaction - INFO - Epoch [45][2120/3757] lr: 1.000e-03, eta: 4 days, 17:18:26, time: 1.941, data_time: 0.639, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8375, loss_cls: 1.4997, loss: 1.4997, grad_norm: 5.9579 2020-07-28 22:42:14,814 - mmaction - INFO - Epoch [45][2140/3757] lr: 1.000e-03, eta: 4 days, 17:17:46, time: 1.934, data_time: 0.438, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8375, loss_cls: 1.5534, loss: 1.5534, grad_norm: 5.9137 2020-07-28 22:42:54,906 - mmaction - INFO - Epoch [45][2160/3757] lr: 1.000e-03, eta: 4 days, 17:17:08, time: 2.000, data_time: 0.210, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8328, loss_cls: 1.5184, loss: 1.5184, grad_norm: 6.0021 2020-07-28 22:43:36,433 - mmaction - INFO - Epoch [45][2180/3757] lr: 1.000e-03, eta: 4 days, 17:16:32, time: 2.079, data_time: 0.007, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8375, loss_cls: 1.5191, loss: 1.5191, grad_norm: 5.8173 2020-07-28 22:44:14,943 - mmaction - INFO - Epoch [45][2200/3757] lr: 1.000e-03, eta: 4 days, 17:15:52, time: 1.924, data_time: 0.020, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8211, loss_cls: 1.5967, loss: 1.5967, grad_norm: 6.1089 2020-07-28 22:44:55,621 - mmaction - INFO - Epoch [45][2220/3757] lr: 1.000e-03, eta: 4 days, 17:15:15, time: 2.037, data_time: 0.006, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8469, loss_cls: 1.5084, loss: 1.5084, grad_norm: 6.1685 2020-07-28 22:45:34,401 - mmaction - INFO - Epoch [45][2240/3757] lr: 1.000e-03, eta: 4 days, 17:14:35, time: 1.933, data_time: 0.049, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8391, loss_cls: 1.4698, loss: 1.4698, grad_norm: 5.9223 2020-07-28 22:46:14,119 - mmaction - INFO - Epoch [45][2260/3757] lr: 1.000e-03, eta: 4 days, 17:13:57, time: 1.992, data_time: 0.016, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8492, loss_cls: 1.4588, loss: 1.4588, grad_norm: 6.0254 2020-07-28 22:46:52,516 - mmaction - INFO - Epoch [45][2280/3757] lr: 1.000e-03, eta: 4 days, 17:13:17, time: 1.918, data_time: 0.208, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8352, loss_cls: 1.5113, loss: 1.5113, grad_norm: 5.8355 2020-07-28 22:47:33,222 - mmaction - INFO - Epoch [45][2300/3757] lr: 1.000e-03, eta: 4 days, 17:12:39, time: 2.034, data_time: 0.004, memory: 5170, top1_acc: 0.6031, top5_acc: 0.8180, loss_cls: 1.5901, loss: 1.5901, grad_norm: 5.9978 2020-07-28 22:48:08,451 - mmaction - INFO - Epoch [45][2320/3757] lr: 1.000e-03, eta: 4 days, 17:11:55, time: 1.763, data_time: 0.004, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8250, loss_cls: 1.5372, loss: 1.5372, grad_norm: 5.9983 2020-07-28 22:48:45,567 - mmaction - INFO - Epoch [45][2340/3757] lr: 1.000e-03, eta: 4 days, 17:11:13, time: 1.852, data_time: 0.015, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8281, loss_cls: 1.5817, loss: 1.5817, grad_norm: 6.0062 2020-07-28 22:49:22,691 - mmaction - INFO - Epoch [45][2360/3757] lr: 1.000e-03, eta: 4 days, 17:10:32, time: 1.861, data_time: 0.019, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8258, loss_cls: 1.5742, loss: 1.5742, grad_norm: 6.1455 2020-07-28 22:50:03,330 - mmaction - INFO - Epoch [45][2380/3757] lr: 1.000e-03, eta: 4 days, 17:09:55, time: 2.032, data_time: 0.131, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8367, loss_cls: 1.5854, loss: 1.5854, grad_norm: 5.9875 2020-07-28 22:50:40,245 - mmaction - INFO - Epoch [45][2400/3757] lr: 1.000e-03, eta: 4 days, 17:09:13, time: 1.846, data_time: 0.276, memory: 5170, top1_acc: 0.5906, top5_acc: 0.8227, loss_cls: 1.6739, loss: 1.6739, grad_norm: 6.2090 2020-07-28 22:51:22,534 - mmaction - INFO - Epoch [45][2420/3757] lr: 1.000e-03, eta: 4 days, 17:08:37, time: 2.107, data_time: 0.008, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8406, loss_cls: 1.5309, loss: 1.5309, grad_norm: 5.9807 2020-07-28 22:52:00,458 - mmaction - INFO - Epoch [45][2440/3757] lr: 1.000e-03, eta: 4 days, 17:07:56, time: 1.901, data_time: 0.029, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8461, loss_cls: 1.4970, loss: 1.4970, grad_norm: 5.8301 2020-07-28 22:52:41,132 - mmaction - INFO - Epoch [45][2460/3757] lr: 1.000e-03, eta: 4 days, 17:07:19, time: 2.031, data_time: 0.024, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8148, loss_cls: 1.6163, loss: 1.6163, grad_norm: 6.1097 2020-07-28 22:53:17,330 - mmaction - INFO - Epoch [45][2480/3757] lr: 1.000e-03, eta: 4 days, 17:06:36, time: 1.815, data_time: 0.008, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8344, loss_cls: 1.5369, loss: 1.5369, grad_norm: 5.9345 2020-07-28 22:53:56,942 - mmaction - INFO - Epoch [45][2500/3757] lr: 1.000e-03, eta: 4 days, 17:05:58, time: 1.980, data_time: 0.009, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8305, loss_cls: 1.5509, loss: 1.5509, grad_norm: 5.9755 2020-07-28 22:54:30,890 - mmaction - INFO - Epoch [45][2520/3757] lr: 1.000e-03, eta: 4 days, 17:05:12, time: 1.697, data_time: 0.002, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8164, loss_cls: 1.5621, loss: 1.5621, grad_norm: 6.0601 2020-07-28 22:55:11,061 - mmaction - INFO - Epoch [45][2540/3757] lr: 1.000e-03, eta: 4 days, 17:04:34, time: 2.009, data_time: 0.007, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8352, loss_cls: 1.5695, loss: 1.5695, grad_norm: 6.1697 2020-07-28 22:55:53,032 - mmaction - INFO - Epoch [45][2560/3757] lr: 1.000e-03, eta: 4 days, 17:03:58, time: 2.095, data_time: 0.002, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8414, loss_cls: 1.4720, loss: 1.4720, grad_norm: 5.9185 2020-07-28 22:56:30,819 - mmaction - INFO - Epoch [45][2580/3757] lr: 1.000e-03, eta: 4 days, 17:03:17, time: 1.884, data_time: 0.090, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8383, loss_cls: 1.5468, loss: 1.5468, grad_norm: 6.0777 2020-07-28 22:57:06,067 - mmaction - INFO - Epoch [45][2600/3757] lr: 1.000e-03, eta: 4 days, 17:02:34, time: 1.771, data_time: 0.012, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8336, loss_cls: 1.5135, loss: 1.5135, grad_norm: 6.0377 2020-07-28 22:57:45,559 - mmaction - INFO - Epoch [45][2620/3757] lr: 1.000e-03, eta: 4 days, 17:01:55, time: 1.971, data_time: 0.028, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8305, loss_cls: 1.5378, loss: 1.5378, grad_norm: 6.0668 2020-07-28 22:58:25,438 - mmaction - INFO - Epoch [45][2640/3757] lr: 1.000e-03, eta: 4 days, 17:01:17, time: 1.999, data_time: 0.030, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8227, loss_cls: 1.6035, loss: 1.6035, grad_norm: 6.2131 2020-07-28 22:59:03,122 - mmaction - INFO - Epoch [45][2660/3757] lr: 1.000e-03, eta: 4 days, 17:00:35, time: 1.874, data_time: 0.007, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8289, loss_cls: 1.5682, loss: 1.5682, grad_norm: 6.1871 2020-07-28 22:59:47,636 - mmaction - INFO - Epoch [45][2680/3757] lr: 1.000e-03, eta: 4 days, 17:00:03, time: 2.236, data_time: 0.183, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8305, loss_cls: 1.5592, loss: 1.5592, grad_norm: 6.0679 2020-07-28 23:00:27,991 - mmaction - INFO - Epoch [45][2700/3757] lr: 1.000e-03, eta: 4 days, 16:59:25, time: 2.000, data_time: 0.007, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8242, loss_cls: 1.6408, loss: 1.6408, grad_norm: 6.3447 2020-07-28 23:01:02,979 - mmaction - INFO - Epoch [45][2720/3757] lr: 1.000e-03, eta: 4 days, 16:58:41, time: 1.766, data_time: 0.029, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8164, loss_cls: 1.5861, loss: 1.5861, grad_norm: 6.0023 2020-07-28 23:01:41,937 - mmaction - INFO - Epoch [45][2740/3757] lr: 1.000e-03, eta: 4 days, 16:58:01, time: 1.946, data_time: 0.009, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8367, loss_cls: 1.5824, loss: 1.5824, grad_norm: 6.3657 2020-07-28 23:02:17,695 - mmaction - INFO - Epoch [45][2760/3757] lr: 1.000e-03, eta: 4 days, 16:57:18, time: 1.785, data_time: 0.031, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.5610, loss: 1.5610, grad_norm: 6.1059 2020-07-28 23:02:59,793 - mmaction - INFO - Epoch [45][2780/3757] lr: 1.000e-03, eta: 4 days, 16:56:42, time: 2.104, data_time: 0.093, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8492, loss_cls: 1.4884, loss: 1.4884, grad_norm: 6.2249 2020-07-28 23:03:39,439 - mmaction - INFO - Epoch [45][2800/3757] lr: 1.000e-03, eta: 4 days, 16:56:04, time: 1.989, data_time: 0.087, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8477, loss_cls: 1.4514, loss: 1.4514, grad_norm: 5.8906 2020-07-28 23:04:18,950 - mmaction - INFO - Epoch [45][2820/3757] lr: 1.000e-03, eta: 4 days, 16:55:25, time: 1.968, data_time: 0.072, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8047, loss_cls: 1.6884, loss: 1.6884, grad_norm: 6.3796 2020-07-28 23:04:55,598 - mmaction - INFO - Epoch [45][2840/3757] lr: 1.000e-03, eta: 4 days, 16:54:43, time: 1.838, data_time: 0.070, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8359, loss_cls: 1.5100, loss: 1.5100, grad_norm: 5.9588 2020-07-28 23:05:38,110 - mmaction - INFO - Epoch [45][2860/3757] lr: 1.000e-03, eta: 4 days, 16:54:08, time: 2.127, data_time: 0.010, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8422, loss_cls: 1.5486, loss: 1.5486, grad_norm: 6.1361 2020-07-28 23:06:17,964 - mmaction - INFO - Epoch [45][2880/3757] lr: 1.000e-03, eta: 4 days, 16:53:29, time: 1.990, data_time: 0.003, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8141, loss_cls: 1.6534, loss: 1.6534, grad_norm: 6.3671 2020-07-28 23:06:53,634 - mmaction - INFO - Epoch [45][2900/3757] lr: 1.000e-03, eta: 4 days, 16:52:46, time: 1.779, data_time: 0.485, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8273, loss_cls: 1.5933, loss: 1.5933, grad_norm: 6.1903 2020-07-28 23:07:35,332 - mmaction - INFO - Epoch [45][2920/3757] lr: 1.000e-03, eta: 4 days, 16:52:10, time: 2.091, data_time: 1.117, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8328, loss_cls: 1.5602, loss: 1.5602, grad_norm: 6.1225 2020-07-28 23:08:15,832 - mmaction - INFO - Epoch [45][2940/3757] lr: 1.000e-03, eta: 4 days, 16:51:32, time: 2.025, data_time: 0.580, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8172, loss_cls: 1.6302, loss: 1.6302, grad_norm: 6.2873 2020-07-28 23:08:49,041 - mmaction - INFO - Epoch [45][2960/3757] lr: 1.000e-03, eta: 4 days, 16:50:46, time: 1.661, data_time: 0.008, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8453, loss_cls: 1.5113, loss: 1.5113, grad_norm: 5.9594 2020-07-28 23:09:30,411 - mmaction - INFO - Epoch [45][2980/3757] lr: 1.000e-03, eta: 4 days, 16:50:09, time: 2.069, data_time: 0.010, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8492, loss_cls: 1.5197, loss: 1.5197, grad_norm: 5.9320 2020-07-28 23:10:10,308 - mmaction - INFO - Epoch [45][3000/3757] lr: 1.000e-03, eta: 4 days, 16:49:31, time: 1.995, data_time: 0.008, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8391, loss_cls: 1.5211, loss: 1.5211, grad_norm: 5.9262 2020-07-28 23:10:50,502 - mmaction - INFO - Epoch [45][3020/3757] lr: 1.000e-03, eta: 4 days, 16:48:53, time: 2.009, data_time: 0.002, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8344, loss_cls: 1.5849, loss: 1.5849, grad_norm: 6.2133 2020-07-28 23:11:28,495 - mmaction - INFO - Epoch [45][3040/3757] lr: 1.000e-03, eta: 4 days, 16:48:13, time: 1.893, data_time: 0.008, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8492, loss_cls: 1.4414, loss: 1.4414, grad_norm: 5.9426 2020-07-28 23:12:07,845 - mmaction - INFO - Epoch [45][3060/3757] lr: 1.000e-03, eta: 4 days, 16:47:34, time: 1.966, data_time: 0.009, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8063, loss_cls: 1.6623, loss: 1.6623, grad_norm: 6.1253 2020-07-28 23:12:47,983 - mmaction - INFO - Epoch [45][3080/3757] lr: 1.000e-03, eta: 4 days, 16:46:56, time: 2.011, data_time: 0.010, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8305, loss_cls: 1.5317, loss: 1.5317, grad_norm: 5.9474 2020-07-28 23:13:25,508 - mmaction - INFO - Epoch [45][3100/3757] lr: 1.000e-03, eta: 4 days, 16:46:14, time: 1.874, data_time: 0.008, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8258, loss_cls: 1.5662, loss: 1.5662, grad_norm: 6.1748 2020-07-28 23:14:05,820 - mmaction - INFO - Epoch [45][3120/3757] lr: 1.000e-03, eta: 4 days, 16:45:37, time: 2.021, data_time: 0.009, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8211, loss_cls: 1.6125, loss: 1.6125, grad_norm: 6.1904 2020-07-28 23:14:42,943 - mmaction - INFO - Epoch [45][3140/3757] lr: 1.000e-03, eta: 4 days, 16:44:55, time: 1.857, data_time: 0.002, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8313, loss_cls: 1.5612, loss: 1.5612, grad_norm: 6.1227 2020-07-28 23:15:20,707 - mmaction - INFO - Epoch [45][3160/3757] lr: 1.000e-03, eta: 4 days, 16:44:14, time: 1.883, data_time: 0.002, memory: 5170, top1_acc: 0.5938, top5_acc: 0.8430, loss_cls: 1.6011, loss: 1.6011, grad_norm: 6.4217 2020-07-28 23:16:00,731 - mmaction - INFO - Epoch [45][3180/3757] lr: 1.000e-03, eta: 4 days, 16:43:36, time: 2.005, data_time: 0.010, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8250, loss_cls: 1.5840, loss: 1.5840, grad_norm: 6.2666 2020-07-28 23:16:40,037 - mmaction - INFO - Epoch [45][3200/3757] lr: 1.000e-03, eta: 4 days, 16:42:57, time: 1.959, data_time: 0.009, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8414, loss_cls: 1.4772, loss: 1.4772, grad_norm: 5.9181 2020-07-28 23:17:19,893 - mmaction - INFO - Epoch [45][3220/3757] lr: 1.000e-03, eta: 4 days, 16:42:19, time: 1.994, data_time: 0.023, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8195, loss_cls: 1.6321, loss: 1.6321, grad_norm: 6.2049 2020-07-28 23:17:57,431 - mmaction - INFO - Epoch [45][3240/3757] lr: 1.000e-03, eta: 4 days, 16:41:38, time: 1.881, data_time: 0.020, memory: 5170, top1_acc: 0.6062, top5_acc: 0.8273, loss_cls: 1.6398, loss: 1.6398, grad_norm: 6.2236 2020-07-28 23:18:40,305 - mmaction - INFO - Epoch [45][3260/3757] lr: 1.000e-03, eta: 4 days, 16:41:03, time: 2.136, data_time: 0.493, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8391, loss_cls: 1.5355, loss: 1.5355, grad_norm: 6.0232 2020-07-28 23:19:18,105 - mmaction - INFO - Epoch [45][3280/3757] lr: 1.000e-03, eta: 4 days, 16:40:22, time: 1.899, data_time: 0.011, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8281, loss_cls: 1.5071, loss: 1.5071, grad_norm: 5.8698 2020-07-28 23:19:52,922 - mmaction - INFO - Epoch [45][3300/3757] lr: 1.000e-03, eta: 4 days, 16:39:38, time: 1.740, data_time: 0.008, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8430, loss_cls: 1.5409, loss: 1.5409, grad_norm: 6.0372 2020-07-28 23:20:33,968 - mmaction - INFO - Epoch [45][3320/3757] lr: 1.000e-03, eta: 4 days, 16:39:01, time: 2.051, data_time: 0.003, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8156, loss_cls: 1.6338, loss: 1.6338, grad_norm: 6.1624 2020-07-28 23:21:12,703 - mmaction - INFO - Epoch [45][3340/3757] lr: 1.000e-03, eta: 4 days, 16:38:21, time: 1.932, data_time: 0.010, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8422, loss_cls: 1.5345, loss: 1.5345, grad_norm: 6.1207 2020-07-28 23:21:51,285 - mmaction - INFO - Epoch [45][3360/3757] lr: 1.000e-03, eta: 4 days, 16:37:41, time: 1.936, data_time: 0.059, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8367, loss_cls: 1.6133, loss: 1.6133, grad_norm: 6.4850 2020-07-28 23:22:31,735 - mmaction - INFO - Epoch [45][3380/3757] lr: 1.000e-03, eta: 4 days, 16:37:03, time: 2.016, data_time: 0.328, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8250, loss_cls: 1.5550, loss: 1.5550, grad_norm: 6.1224 2020-07-28 23:23:11,993 - mmaction - INFO - Epoch [45][3400/3757] lr: 1.000e-03, eta: 4 days, 16:36:26, time: 2.020, data_time: 0.351, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8281, loss_cls: 1.5619, loss: 1.5619, grad_norm: 5.8477 2020-07-28 23:23:54,228 - mmaction - INFO - Epoch [45][3420/3757] lr: 1.000e-03, eta: 4 days, 16:35:50, time: 2.109, data_time: 0.036, memory: 5170, top1_acc: 0.6062, top5_acc: 0.8219, loss_cls: 1.6284, loss: 1.6284, grad_norm: 6.2701 2020-07-28 23:24:29,063 - mmaction - INFO - Epoch [45][3440/3757] lr: 1.000e-03, eta: 4 days, 16:35:06, time: 1.743, data_time: 0.054, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8336, loss_cls: 1.6037, loss: 1.6037, grad_norm: 6.1649 2020-07-28 23:25:13,776 - mmaction - INFO - Epoch [45][3460/3757] lr: 1.000e-03, eta: 4 days, 16:34:33, time: 2.230, data_time: 1.366, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8297, loss_cls: 1.5264, loss: 1.5264, grad_norm: 6.0831 2020-07-28 23:25:51,746 - mmaction - INFO - Epoch [45][3480/3757] lr: 1.000e-03, eta: 4 days, 16:33:53, time: 1.903, data_time: 1.336, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8383, loss_cls: 1.5354, loss: 1.5354, grad_norm: 5.9808 2020-07-28 23:26:28,074 - mmaction - INFO - Epoch [45][3500/3757] lr: 1.000e-03, eta: 4 days, 16:33:10, time: 1.819, data_time: 1.144, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8211, loss_cls: 1.5369, loss: 1.5369, grad_norm: 5.9103 2020-07-28 23:27:06,584 - mmaction - INFO - Epoch [45][3520/3757] lr: 1.000e-03, eta: 4 days, 16:32:30, time: 1.925, data_time: 0.831, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8234, loss_cls: 1.5689, loss: 1.5689, grad_norm: 6.2047 2020-07-28 23:27:42,738 - mmaction - INFO - Epoch [45][3540/3757] lr: 1.000e-03, eta: 4 days, 16:31:47, time: 1.807, data_time: 0.537, memory: 5170, top1_acc: 0.6031, top5_acc: 0.8320, loss_cls: 1.6218, loss: 1.6218, grad_norm: 6.1996 2020-07-28 23:28:24,711 - mmaction - INFO - Epoch [45][3560/3757] lr: 1.000e-03, eta: 4 days, 16:31:12, time: 2.098, data_time: 1.227, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8367, loss_cls: 1.5878, loss: 1.5878, grad_norm: 6.1757 2020-07-28 23:29:04,815 - mmaction - INFO - Epoch [45][3580/3757] lr: 1.000e-03, eta: 4 days, 16:30:34, time: 2.004, data_time: 0.009, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8359, loss_cls: 1.5450, loss: 1.5450, grad_norm: 6.1096 2020-07-28 23:29:43,878 - mmaction - INFO - Epoch [45][3600/3757] lr: 1.000e-03, eta: 4 days, 16:29:54, time: 1.954, data_time: 0.005, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8328, loss_cls: 1.5354, loss: 1.5354, grad_norm: 6.0419 2020-07-28 23:30:20,854 - mmaction - INFO - Epoch [45][3620/3757] lr: 1.000e-03, eta: 4 days, 16:29:12, time: 1.846, data_time: 0.012, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8195, loss_cls: 1.6355, loss: 1.6355, grad_norm: 6.2275 2020-07-28 23:30:57,975 - mmaction - INFO - Epoch [45][3640/3757] lr: 1.000e-03, eta: 4 days, 16:28:31, time: 1.860, data_time: 0.053, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8156, loss_cls: 1.6539, loss: 1.6539, grad_norm: 6.2256 2020-07-28 23:31:36,689 - mmaction - INFO - Epoch [45][3660/3757] lr: 1.000e-03, eta: 4 days, 16:27:51, time: 1.928, data_time: 0.007, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8398, loss_cls: 1.5077, loss: 1.5077, grad_norm: 6.0351 2020-07-28 23:32:18,478 - mmaction - INFO - Epoch [45][3680/3757] lr: 1.000e-03, eta: 4 days, 16:27:15, time: 2.096, data_time: 0.010, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8313, loss_cls: 1.5519, loss: 1.5519, grad_norm: 5.9919 2020-07-28 23:32:58,158 - mmaction - INFO - Epoch [45][3700/3757] lr: 1.000e-03, eta: 4 days, 16:26:36, time: 1.983, data_time: 0.137, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8484, loss_cls: 1.4490, loss: 1.4490, grad_norm: 6.0420 2020-07-28 23:33:37,255 - mmaction - INFO - Epoch [45][3720/3757] lr: 1.000e-03, eta: 4 days, 16:25:57, time: 1.957, data_time: 0.081, memory: 5170, top1_acc: 0.5945, top5_acc: 0.8313, loss_cls: 1.6163, loss: 1.6163, grad_norm: 6.3338 2020-07-28 23:34:15,129 - mmaction - INFO - Epoch [45][3740/3757] lr: 1.000e-03, eta: 4 days, 16:25:16, time: 1.884, data_time: 0.002, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8367, loss_cls: 1.5418, loss: 1.5418, grad_norm: 5.9035 2020-07-28 23:34:42,751 - mmaction - INFO - Saving checkpoint at 45 epochs 2020-07-28 23:35:37,127 - mmaction - INFO - Epoch [46][20/3757] lr: 1.000e-03, eta: 4 days, 16:23:39, time: 2.606, data_time: 0.639, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8445, loss_cls: 1.4782, loss: 1.4782, grad_norm: 5.8319 2020-07-28 23:36:17,515 - mmaction - INFO - Epoch [46][40/3757] lr: 1.000e-03, eta: 4 days, 16:23:02, time: 2.029, data_time: 0.011, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8430, loss_cls: 1.4431, loss: 1.4431, grad_norm: 5.7957 2020-07-28 23:36:58,271 - mmaction - INFO - Epoch [46][60/3757] lr: 1.000e-03, eta: 4 days, 16:22:24, time: 2.032, data_time: 0.007, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8398, loss_cls: 1.5393, loss: 1.5393, grad_norm: 6.2373 2020-07-28 23:37:38,085 - mmaction - INFO - Epoch [46][80/3757] lr: 1.000e-03, eta: 4 days, 16:21:46, time: 1.996, data_time: 0.009, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8461, loss_cls: 1.4906, loss: 1.4906, grad_norm: 6.1829 2020-07-28 23:38:16,380 - mmaction - INFO - Epoch [46][100/3757] lr: 1.000e-03, eta: 4 days, 16:21:05, time: 1.907, data_time: 0.008, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8453, loss_cls: 1.5102, loss: 1.5102, grad_norm: 6.1041 2020-07-28 23:38:57,172 - mmaction - INFO - Epoch [46][120/3757] lr: 1.000e-03, eta: 4 days, 16:20:28, time: 2.048, data_time: 0.011, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8398, loss_cls: 1.5058, loss: 1.5058, grad_norm: 5.9096 2020-07-28 23:39:38,047 - mmaction - INFO - Epoch [46][140/3757] lr: 1.000e-03, eta: 4 days, 16:19:51, time: 2.043, data_time: 0.008, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8336, loss_cls: 1.5592, loss: 1.5592, grad_norm: 6.1498 2020-07-28 23:40:14,933 - mmaction - INFO - Epoch [46][160/3757] lr: 1.000e-03, eta: 4 days, 16:19:09, time: 1.836, data_time: 0.068, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8258, loss_cls: 1.5977, loss: 1.5977, grad_norm: 6.1799 2020-07-28 23:40:56,797 - mmaction - INFO - Epoch [46][180/3757] lr: 1.000e-03, eta: 4 days, 16:18:34, time: 2.101, data_time: 0.349, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.5187, loss: 1.5187, grad_norm: 5.9849 2020-07-28 23:41:38,280 - mmaction - INFO - Epoch [46][200/3757] lr: 1.000e-03, eta: 4 days, 16:17:57, time: 2.075, data_time: 0.008, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8305, loss_cls: 1.5205, loss: 1.5205, grad_norm: 6.0345 2020-07-28 23:42:14,509 - mmaction - INFO - Epoch [46][220/3757] lr: 1.000e-03, eta: 4 days, 16:17:14, time: 1.808, data_time: 0.002, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8391, loss_cls: 1.5418, loss: 1.5418, grad_norm: 6.0742 2020-07-28 23:42:54,336 - mmaction - INFO - Epoch [46][240/3757] lr: 1.000e-03, eta: 4 days, 16:16:36, time: 1.989, data_time: 0.007, memory: 5170, top1_acc: 0.5953, top5_acc: 0.8156, loss_cls: 1.6587, loss: 1.6587, grad_norm: 6.4165 2020-07-28 23:43:29,996 - mmaction - INFO - Epoch [46][260/3757] lr: 1.000e-03, eta: 4 days, 16:15:53, time: 1.788, data_time: 0.008, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8211, loss_cls: 1.5742, loss: 1.5742, grad_norm: 6.0357 2020-07-28 23:44:06,176 - mmaction - INFO - Epoch [46][280/3757] lr: 1.000e-03, eta: 4 days, 16:15:10, time: 1.803, data_time: 0.006, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8391, loss_cls: 1.4757, loss: 1.4757, grad_norm: 6.0024 2020-07-28 23:44:46,393 - mmaction - INFO - Epoch [46][300/3757] lr: 1.000e-03, eta: 4 days, 16:14:32, time: 2.011, data_time: 0.266, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8430, loss_cls: 1.5318, loss: 1.5318, grad_norm: 6.2622 2020-07-28 23:45:24,391 - mmaction - INFO - Epoch [46][320/3757] lr: 1.000e-03, eta: 4 days, 16:13:51, time: 1.903, data_time: 0.343, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8336, loss_cls: 1.5319, loss: 1.5319, grad_norm: 6.0598 2020-07-28 23:46:06,151 - mmaction - INFO - Epoch [46][340/3757] lr: 1.000e-03, eta: 4 days, 16:13:15, time: 2.090, data_time: 0.007, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8305, loss_cls: 1.5426, loss: 1.5426, grad_norm: 6.0189 2020-07-28 23:46:44,340 - mmaction - INFO - Epoch [46][360/3757] lr: 1.000e-03, eta: 4 days, 16:12:35, time: 1.907, data_time: 0.008, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8383, loss_cls: 1.5353, loss: 1.5353, grad_norm: 6.1068 2020-07-28 23:47:23,661 - mmaction - INFO - Epoch [46][380/3757] lr: 1.000e-03, eta: 4 days, 16:11:56, time: 1.968, data_time: 0.008, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8305, loss_cls: 1.5693, loss: 1.5693, grad_norm: 6.0013 2020-07-28 23:48:02,235 - mmaction - INFO - Epoch [46][400/3757] lr: 1.000e-03, eta: 4 days, 16:11:16, time: 1.930, data_time: 0.109, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8281, loss_cls: 1.5726, loss: 1.5726, grad_norm: 6.1684 2020-07-28 23:48:41,263 - mmaction - INFO - Epoch [46][420/3757] lr: 1.000e-03, eta: 4 days, 16:10:37, time: 1.943, data_time: 0.043, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8398, loss_cls: 1.5140, loss: 1.5140, grad_norm: 5.9631 2020-07-28 23:49:21,214 - mmaction - INFO - Epoch [46][440/3757] lr: 1.000e-03, eta: 4 days, 16:09:59, time: 2.005, data_time: 0.797, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8250, loss_cls: 1.5095, loss: 1.5095, grad_norm: 6.0886 2020-07-28 23:50:00,918 - mmaction - INFO - Epoch [46][460/3757] lr: 1.000e-03, eta: 4 days, 16:09:20, time: 1.978, data_time: 0.603, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8344, loss_cls: 1.5387, loss: 1.5387, grad_norm: 6.2741 2020-07-28 23:50:40,107 - mmaction - INFO - Epoch [46][480/3757] lr: 1.000e-03, eta: 4 days, 16:08:41, time: 1.967, data_time: 0.534, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8180, loss_cls: 1.5799, loss: 1.5799, grad_norm: 6.1497 2020-07-28 23:51:19,055 - mmaction - INFO - Epoch [46][500/3757] lr: 1.000e-03, eta: 4 days, 16:08:01, time: 1.940, data_time: 1.073, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8359, loss_cls: 1.4977, loss: 1.4977, grad_norm: 5.9841 2020-07-28 23:51:56,565 - mmaction - INFO - Epoch [46][520/3757] lr: 1.000e-03, eta: 4 days, 16:07:20, time: 1.881, data_time: 1.255, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8320, loss_cls: 1.5551, loss: 1.5551, grad_norm: 6.2094 2020-07-28 23:52:34,885 - mmaction - INFO - Epoch [46][540/3757] lr: 1.000e-03, eta: 4 days, 16:06:40, time: 1.914, data_time: 0.643, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8266, loss_cls: 1.6183, loss: 1.6183, grad_norm: 6.1198 2020-07-28 23:53:12,555 - mmaction - INFO - Epoch [46][560/3757] lr: 1.000e-03, eta: 4 days, 16:05:59, time: 1.886, data_time: 0.219, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8172, loss_cls: 1.5629, loss: 1.5629, grad_norm: 6.2503 2020-07-28 23:53:56,034 - mmaction - INFO - Epoch [46][580/3757] lr: 1.000e-03, eta: 4 days, 16:05:25, time: 2.166, data_time: 0.218, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8445, loss_cls: 1.4656, loss: 1.4656, grad_norm: 6.0069 2020-07-28 23:54:31,818 - mmaction - INFO - Epoch [46][600/3757] lr: 1.000e-03, eta: 4 days, 16:04:42, time: 1.794, data_time: 0.105, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8187, loss_cls: 1.6339, loss: 1.6339, grad_norm: 6.4256 2020-07-28 23:55:11,542 - mmaction - INFO - Epoch [46][620/3757] lr: 1.000e-03, eta: 4 days, 16:04:03, time: 1.989, data_time: 0.012, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.6018, loss: 1.6018, grad_norm: 6.2120 2020-07-28 23:55:50,301 - mmaction - INFO - Epoch [46][640/3757] lr: 1.000e-03, eta: 4 days, 16:03:24, time: 1.939, data_time: 0.190, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8344, loss_cls: 1.4571, loss: 1.4571, grad_norm: 5.9729 2020-07-28 23:56:26,462 - mmaction - INFO - Epoch [46][660/3757] lr: 1.000e-03, eta: 4 days, 16:02:41, time: 1.808, data_time: 0.086, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8461, loss_cls: 1.4287, loss: 1.4287, grad_norm: 5.7221 2020-07-28 23:57:05,639 - mmaction - INFO - Epoch [46][680/3757] lr: 1.000e-03, eta: 4 days, 16:02:02, time: 1.959, data_time: 0.261, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8281, loss_cls: 1.5791, loss: 1.5791, grad_norm: 6.1162 2020-07-28 23:57:48,957 - mmaction - INFO - Epoch [46][700/3757] lr: 1.000e-03, eta: 4 days, 16:01:28, time: 2.162, data_time: 0.997, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8219, loss_cls: 1.6071, loss: 1.6071, grad_norm: 6.0249 2020-07-28 23:58:22,536 - mmaction - INFO - Epoch [46][720/3757] lr: 1.000e-03, eta: 4 days, 16:00:42, time: 1.682, data_time: 1.019, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8180, loss_cls: 1.5995, loss: 1.5995, grad_norm: 6.0924 2020-07-28 23:59:06,633 - mmaction - INFO - Epoch [46][740/3757] lr: 1.000e-03, eta: 4 days, 16:00:08, time: 2.200, data_time: 0.252, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8500, loss_cls: 1.4251, loss: 1.4251, grad_norm: 5.8406 2020-07-28 23:59:47,006 - mmaction - INFO - Epoch [46][760/3757] lr: 1.000e-03, eta: 4 days, 15:59:31, time: 2.024, data_time: 0.008, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8297, loss_cls: 1.5046, loss: 1.5046, grad_norm: 5.9539 2020-07-29 00:00:22,304 - mmaction - INFO - Epoch [46][780/3757] lr: 1.000e-03, eta: 4 days, 15:58:47, time: 1.756, data_time: 0.018, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8305, loss_cls: 1.5098, loss: 1.5098, grad_norm: 6.1757 2020-07-29 00:01:02,837 - mmaction - INFO - Epoch [46][800/3757] lr: 1.000e-03, eta: 4 days, 15:58:09, time: 2.035, data_time: 0.027, memory: 5170, top1_acc: 0.6031, top5_acc: 0.8203, loss_cls: 1.6136, loss: 1.6136, grad_norm: 6.0876 2020-07-29 00:01:44,420 - mmaction - INFO - Epoch [46][820/3757] lr: 1.000e-03, eta: 4 days, 15:57:33, time: 2.074, data_time: 0.003, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8414, loss_cls: 1.4845, loss: 1.4845, grad_norm: 6.0949 2020-07-29 00:02:20,599 - mmaction - INFO - Epoch [46][840/3757] lr: 1.000e-03, eta: 4 days, 15:56:50, time: 1.812, data_time: 0.008, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8359, loss_cls: 1.5137, loss: 1.5137, grad_norm: 6.0981 2020-07-29 00:02:59,847 - mmaction - INFO - Epoch [46][860/3757] lr: 1.000e-03, eta: 4 days, 15:56:11, time: 1.964, data_time: 0.004, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8297, loss_cls: 1.5573, loss: 1.5573, grad_norm: 5.9984 2020-07-29 00:03:39,015 - mmaction - INFO - Epoch [46][880/3757] lr: 1.000e-03, eta: 4 days, 15:55:32, time: 1.959, data_time: 0.008, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8367, loss_cls: 1.5392, loss: 1.5392, grad_norm: 5.9980 2020-07-29 00:04:17,692 - mmaction - INFO - Epoch [46][900/3757] lr: 1.000e-03, eta: 4 days, 15:54:52, time: 1.927, data_time: 0.006, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8281, loss_cls: 1.6186, loss: 1.6186, grad_norm: 6.1876 2020-07-29 00:04:56,218 - mmaction - INFO - Epoch [46][920/3757] lr: 1.000e-03, eta: 4 days, 15:54:13, time: 1.933, data_time: 0.011, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8156, loss_cls: 1.6231, loss: 1.6231, grad_norm: 6.2912 2020-07-29 00:05:36,298 - mmaction - INFO - Epoch [46][940/3757] lr: 1.000e-03, eta: 4 days, 15:53:34, time: 2.004, data_time: 0.319, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8258, loss_cls: 1.6074, loss: 1.6074, grad_norm: 6.4318 2020-07-29 00:06:12,907 - mmaction - INFO - Epoch [46][960/3757] lr: 1.000e-03, eta: 4 days, 15:52:52, time: 1.830, data_time: 0.180, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8430, loss_cls: 1.5665, loss: 1.5665, grad_norm: 6.0160 2020-07-29 00:06:55,330 - mmaction - INFO - Epoch [46][980/3757] lr: 1.000e-03, eta: 4 days, 15:52:17, time: 2.122, data_time: 0.010, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8516, loss_cls: 1.5259, loss: 1.5259, grad_norm: 6.1854 2020-07-29 00:07:35,888 - mmaction - INFO - Epoch [46][1000/3757] lr: 1.000e-03, eta: 4 days, 15:51:39, time: 2.026, data_time: 0.008, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8297, loss_cls: 1.5677, loss: 1.5677, grad_norm: 6.2377 2020-07-29 00:08:13,799 - mmaction - INFO - Epoch [46][1020/3757] lr: 1.000e-03, eta: 4 days, 15:50:59, time: 1.896, data_time: 0.008, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8266, loss_cls: 1.5864, loss: 1.5864, grad_norm: 6.0941 2020-07-29 00:08:53,633 - mmaction - INFO - Epoch [46][1040/3757] lr: 1.000e-03, eta: 4 days, 15:50:20, time: 1.991, data_time: 0.005, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8414, loss_cls: 1.5004, loss: 1.5004, grad_norm: 6.1220 2020-07-29 00:09:31,991 - mmaction - INFO - Epoch [46][1060/3757] lr: 1.000e-03, eta: 4 days, 15:49:40, time: 1.921, data_time: 0.011, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8187, loss_cls: 1.6277, loss: 1.6277, grad_norm: 6.2401 2020-07-29 00:10:12,911 - mmaction - INFO - Epoch [46][1080/3757] lr: 1.000e-03, eta: 4 days, 15:49:03, time: 2.040, data_time: 0.007, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8414, loss_cls: 1.5328, loss: 1.5328, grad_norm: 6.3884 2020-07-29 00:10:52,266 - mmaction - INFO - Epoch [46][1100/3757] lr: 1.000e-03, eta: 4 days, 15:48:24, time: 1.969, data_time: 0.016, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8383, loss_cls: 1.5423, loss: 1.5423, grad_norm: 6.1753 2020-07-29 00:11:32,541 - mmaction - INFO - Epoch [46][1120/3757] lr: 1.000e-03, eta: 4 days, 15:47:46, time: 2.017, data_time: 0.008, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.5006, loss: 1.5006, grad_norm: 6.1019 2020-07-29 00:12:09,557 - mmaction - INFO - Epoch [46][1140/3757] lr: 1.000e-03, eta: 4 days, 15:47:05, time: 1.852, data_time: 0.031, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8289, loss_cls: 1.5555, loss: 1.5555, grad_norm: 6.1318 2020-07-29 00:12:50,297 - mmaction - INFO - Epoch [46][1160/3757] lr: 1.000e-03, eta: 4 days, 15:46:27, time: 2.033, data_time: 0.010, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8570, loss_cls: 1.4762, loss: 1.4762, grad_norm: 6.0872 2020-07-29 00:13:30,205 - mmaction - INFO - Epoch [46][1180/3757] lr: 1.000e-03, eta: 4 days, 15:45:49, time: 2.001, data_time: 0.007, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8344, loss_cls: 1.5588, loss: 1.5588, grad_norm: 6.0432 2020-07-29 00:14:07,211 - mmaction - INFO - Epoch [46][1200/3757] lr: 1.000e-03, eta: 4 days, 15:45:07, time: 1.850, data_time: 0.006, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8484, loss_cls: 1.4746, loss: 1.4746, grad_norm: 6.1058 2020-07-29 00:14:45,849 - mmaction - INFO - Epoch [46][1220/3757] lr: 1.000e-03, eta: 4 days, 15:44:28, time: 1.928, data_time: 0.002, memory: 5170, top1_acc: 0.5969, top5_acc: 0.8148, loss_cls: 1.6879, loss: 1.6879, grad_norm: 6.3799 2020-07-29 00:15:24,071 - mmaction - INFO - Epoch [46][1240/3757] lr: 1.000e-03, eta: 4 days, 15:43:47, time: 1.907, data_time: 0.021, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8187, loss_cls: 1.5945, loss: 1.5945, grad_norm: 6.2133 2020-07-29 00:16:04,962 - mmaction - INFO - Epoch [46][1260/3757] lr: 1.000e-03, eta: 4 days, 15:43:10, time: 2.047, data_time: 0.021, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8313, loss_cls: 1.5678, loss: 1.5678, grad_norm: 6.3098 2020-07-29 00:16:43,610 - mmaction - INFO - Epoch [46][1280/3757] lr: 1.000e-03, eta: 4 days, 15:42:30, time: 1.937, data_time: 0.010, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8422, loss_cls: 1.5319, loss: 1.5319, grad_norm: 6.0849 2020-07-29 00:17:22,157 - mmaction - INFO - Epoch [46][1300/3757] lr: 1.000e-03, eta: 4 days, 15:41:51, time: 1.927, data_time: 0.007, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8555, loss_cls: 1.4548, loss: 1.4548, grad_norm: 5.9949 2020-07-29 00:18:02,321 - mmaction - INFO - Epoch [46][1320/3757] lr: 1.000e-03, eta: 4 days, 15:41:13, time: 2.006, data_time: 0.003, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8320, loss_cls: 1.5407, loss: 1.5407, grad_norm: 6.1180 2020-07-29 00:18:37,884 - mmaction - INFO - Epoch [46][1340/3757] lr: 1.000e-03, eta: 4 days, 15:40:29, time: 1.776, data_time: 0.746, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8406, loss_cls: 1.4837, loss: 1.4837, grad_norm: 6.1654 2020-07-29 00:19:17,621 - mmaction - INFO - Epoch [46][1360/3757] lr: 1.000e-03, eta: 4 days, 15:39:51, time: 1.991, data_time: 1.383, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8492, loss_cls: 1.4782, loss: 1.4782, grad_norm: 5.9959 2020-07-29 00:19:54,049 - mmaction - INFO - Epoch [46][1380/3757] lr: 1.000e-03, eta: 4 days, 15:39:08, time: 1.815, data_time: 0.731, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8492, loss_cls: 1.4437, loss: 1.4437, grad_norm: 5.9469 2020-07-29 00:20:36,868 - mmaction - INFO - Epoch [46][1400/3757] lr: 1.000e-03, eta: 4 days, 15:38:33, time: 2.147, data_time: 0.026, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8422, loss_cls: 1.5808, loss: 1.5808, grad_norm: 6.2005 2020-07-29 00:21:14,324 - mmaction - INFO - Epoch [46][1420/3757] lr: 1.000e-03, eta: 4 days, 15:37:52, time: 1.864, data_time: 0.011, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8297, loss_cls: 1.5313, loss: 1.5313, grad_norm: 6.0094 2020-07-29 00:21:53,697 - mmaction - INFO - Epoch [46][1440/3757] lr: 1.000e-03, eta: 4 days, 15:37:13, time: 1.978, data_time: 0.012, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8344, loss_cls: 1.5113, loss: 1.5113, grad_norm: 6.1103 2020-07-29 00:22:35,157 - mmaction - INFO - Epoch [46][1460/3757] lr: 1.000e-03, eta: 4 days, 15:36:37, time: 2.065, data_time: 0.008, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8406, loss_cls: 1.5166, loss: 1.5166, grad_norm: 6.1762 2020-07-29 00:23:14,793 - mmaction - INFO - Epoch [46][1480/3757] lr: 1.000e-03, eta: 4 days, 15:35:58, time: 1.990, data_time: 0.011, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8406, loss_cls: 1.5023, loss: 1.5023, grad_norm: 6.0687 2020-07-29 00:23:53,199 - mmaction - INFO - Epoch [46][1500/3757] lr: 1.000e-03, eta: 4 days, 15:35:18, time: 1.911, data_time: 0.008, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8352, loss_cls: 1.5414, loss: 1.5414, grad_norm: 6.4050 2020-07-29 00:24:34,061 - mmaction - INFO - Epoch [46][1520/3757] lr: 1.000e-03, eta: 4 days, 15:34:41, time: 2.053, data_time: 0.012, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8352, loss_cls: 1.5327, loss: 1.5327, grad_norm: 5.9674 2020-07-29 00:25:15,377 - mmaction - INFO - Epoch [46][1540/3757] lr: 1.000e-03, eta: 4 days, 15:34:04, time: 2.063, data_time: 0.006, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8453, loss_cls: 1.5166, loss: 1.5166, grad_norm: 6.2676 2020-07-29 00:25:51,368 - mmaction - INFO - Epoch [46][1560/3757] lr: 1.000e-03, eta: 4 days, 15:33:21, time: 1.802, data_time: 0.005, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8328, loss_cls: 1.5815, loss: 1.5815, grad_norm: 6.2892 2020-07-29 00:26:32,336 - mmaction - INFO - Epoch [46][1580/3757] lr: 1.000e-03, eta: 4 days, 15:32:44, time: 2.046, data_time: 0.008, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8359, loss_cls: 1.5161, loss: 1.5161, grad_norm: 6.0939 2020-07-29 00:27:12,296 - mmaction - INFO - Epoch [46][1600/3757] lr: 1.000e-03, eta: 4 days, 15:32:06, time: 2.000, data_time: 0.007, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8320, loss_cls: 1.5643, loss: 1.5643, grad_norm: 6.3741 2020-07-29 00:27:48,333 - mmaction - INFO - Epoch [46][1620/3757] lr: 1.000e-03, eta: 4 days, 15:31:23, time: 1.802, data_time: 0.007, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8367, loss_cls: 1.5805, loss: 1.5805, grad_norm: 6.3303 2020-07-29 00:28:27,894 - mmaction - INFO - Epoch [46][1640/3757] lr: 1.000e-03, eta: 4 days, 15:30:44, time: 1.971, data_time: 0.012, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8250, loss_cls: 1.5226, loss: 1.5226, grad_norm: 6.2194 2020-07-29 00:29:06,360 - mmaction - INFO - Epoch [46][1660/3757] lr: 1.000e-03, eta: 4 days, 15:30:05, time: 1.931, data_time: 0.010, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8313, loss_cls: 1.5148, loss: 1.5148, grad_norm: 6.2634 2020-07-29 00:29:47,414 - mmaction - INFO - Epoch [46][1680/3757] lr: 1.000e-03, eta: 4 days, 15:29:27, time: 2.044, data_time: 0.008, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8477, loss_cls: 1.4300, loss: 1.4300, grad_norm: 5.9573 2020-07-29 00:30:25,529 - mmaction - INFO - Epoch [46][1700/3757] lr: 1.000e-03, eta: 4 days, 15:28:47, time: 1.913, data_time: 0.012, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8344, loss_cls: 1.5500, loss: 1.5500, grad_norm: 6.1845 2020-07-29 00:31:00,510 - mmaction - INFO - Epoch [46][1720/3757] lr: 1.000e-03, eta: 4 days, 15:28:03, time: 1.750, data_time: 0.008, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8305, loss_cls: 1.5952, loss: 1.5952, grad_norm: 6.2792 2020-07-29 00:31:38,820 - mmaction - INFO - Epoch [46][1740/3757] lr: 1.000e-03, eta: 4 days, 15:27:23, time: 1.913, data_time: 0.020, memory: 5170, top1_acc: 0.6062, top5_acc: 0.8125, loss_cls: 1.6480, loss: 1.6480, grad_norm: 6.3503 2020-07-29 00:32:19,148 - mmaction - INFO - Epoch [46][1760/3757] lr: 1.000e-03, eta: 4 days, 15:26:45, time: 2.016, data_time: 0.315, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8266, loss_cls: 1.5535, loss: 1.5535, grad_norm: 6.2143 2020-07-29 00:32:58,962 - mmaction - INFO - Epoch [46][1780/3757] lr: 1.000e-03, eta: 4 days, 15:26:07, time: 1.991, data_time: 0.587, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8469, loss_cls: 1.5022, loss: 1.5022, grad_norm: 6.1223 2020-07-29 00:33:39,838 - mmaction - INFO - Epoch [46][1800/3757] lr: 1.000e-03, eta: 4 days, 15:25:29, time: 2.044, data_time: 0.893, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8234, loss_cls: 1.5288, loss: 1.5288, grad_norm: 6.1656 2020-07-29 00:34:17,459 - mmaction - INFO - Epoch [46][1820/3757] lr: 1.000e-03, eta: 4 days, 15:24:49, time: 1.882, data_time: 0.258, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8242, loss_cls: 1.5393, loss: 1.5393, grad_norm: 6.2144 2020-07-29 00:34:59,219 - mmaction - INFO - Epoch [46][1840/3757] lr: 1.000e-03, eta: 4 days, 15:24:12, time: 2.089, data_time: 0.436, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8406, loss_cls: 1.5310, loss: 1.5310, grad_norm: 6.3077 2020-07-29 00:35:40,513 - mmaction - INFO - Epoch [46][1860/3757] lr: 1.000e-03, eta: 4 days, 15:23:36, time: 2.058, data_time: 0.046, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8461, loss_cls: 1.5057, loss: 1.5057, grad_norm: 6.1754 2020-07-29 00:36:18,881 - mmaction - INFO - Epoch [46][1880/3757] lr: 1.000e-03, eta: 4 days, 15:22:56, time: 1.925, data_time: 0.010, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8156, loss_cls: 1.5956, loss: 1.5956, grad_norm: 6.3446 2020-07-29 00:36:58,059 - mmaction - INFO - Epoch [46][1900/3757] lr: 1.000e-03, eta: 4 days, 15:22:17, time: 1.959, data_time: 0.155, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8289, loss_cls: 1.5738, loss: 1.5738, grad_norm: 6.2328 2020-07-29 00:37:35,565 - mmaction - INFO - Epoch [46][1920/3757] lr: 1.000e-03, eta: 4 days, 15:21:35, time: 1.873, data_time: 0.170, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8242, loss_cls: 1.5793, loss: 1.5793, grad_norm: 6.2150 2020-07-29 00:38:13,735 - mmaction - INFO - Epoch [46][1940/3757] lr: 1.000e-03, eta: 4 days, 15:20:55, time: 1.912, data_time: 0.010, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8352, loss_cls: 1.5883, loss: 1.5883, grad_norm: 6.2971 2020-07-29 00:38:51,176 - mmaction - INFO - Epoch [46][1960/3757] lr: 1.000e-03, eta: 4 days, 15:20:14, time: 1.868, data_time: 0.008, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8227, loss_cls: 1.6062, loss: 1.6062, grad_norm: 6.3873 2020-07-29 00:39:30,928 - mmaction - INFO - Epoch [46][1980/3757] lr: 1.000e-03, eta: 4 days, 15:19:35, time: 1.991, data_time: 0.009, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8367, loss_cls: 1.5295, loss: 1.5295, grad_norm: 5.9810 2020-07-29 00:40:08,592 - mmaction - INFO - Epoch [46][2000/3757] lr: 1.000e-03, eta: 4 days, 15:18:54, time: 1.884, data_time: 0.013, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8391, loss_cls: 1.4607, loss: 1.4607, grad_norm: 5.9698 2020-07-29 00:40:48,513 - mmaction - INFO - Epoch [46][2020/3757] lr: 1.000e-03, eta: 4 days, 15:18:16, time: 1.995, data_time: 0.884, memory: 5170, top1_acc: 0.6062, top5_acc: 0.8328, loss_cls: 1.5725, loss: 1.5725, grad_norm: 6.2729 2020-07-29 00:41:30,199 - mmaction - INFO - Epoch [46][2040/3757] lr: 1.000e-03, eta: 4 days, 15:17:40, time: 2.077, data_time: 0.286, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8500, loss_cls: 1.4533, loss: 1.4533, grad_norm: 5.8601 2020-07-29 00:42:09,401 - mmaction - INFO - Epoch [46][2060/3757] lr: 1.000e-03, eta: 4 days, 15:17:01, time: 1.961, data_time: 1.008, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8406, loss_cls: 1.4840, loss: 1.4840, grad_norm: 5.9493 2020-07-29 00:42:44,373 - mmaction - INFO - Epoch [46][2080/3757] lr: 1.000e-03, eta: 4 days, 15:16:17, time: 1.755, data_time: 0.544, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8289, loss_cls: 1.4802, loss: 1.4802, grad_norm: 6.0844 2020-07-29 00:43:23,213 - mmaction - INFO - Epoch [46][2100/3757] lr: 1.000e-03, eta: 4 days, 15:15:37, time: 1.941, data_time: 0.261, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8203, loss_cls: 1.6000, loss: 1.6000, grad_norm: 6.4345 2020-07-29 00:44:02,104 - mmaction - INFO - Epoch [46][2120/3757] lr: 1.000e-03, eta: 4 days, 15:14:58, time: 1.946, data_time: 0.806, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8117, loss_cls: 1.6640, loss: 1.6640, grad_norm: 6.3756 2020-07-29 00:44:44,733 - mmaction - INFO - Epoch [46][2140/3757] lr: 1.000e-03, eta: 4 days, 15:14:23, time: 2.128, data_time: 0.854, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8117, loss_cls: 1.6469, loss: 1.6469, grad_norm: 6.3530 2020-07-29 00:45:22,754 - mmaction - INFO - Epoch [46][2160/3757] lr: 1.000e-03, eta: 4 days, 15:13:42, time: 1.899, data_time: 0.087, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8305, loss_cls: 1.4865, loss: 1.4865, grad_norm: 5.9464 2020-07-29 00:46:00,952 - mmaction - INFO - Epoch [46][2180/3757] lr: 1.000e-03, eta: 4 days, 15:13:02, time: 1.914, data_time: 0.036, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8453, loss_cls: 1.4599, loss: 1.4599, grad_norm: 5.9367 2020-07-29 00:46:41,709 - mmaction - INFO - Epoch [46][2200/3757] lr: 1.000e-03, eta: 4 days, 15:12:24, time: 2.034, data_time: 0.071, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8383, loss_cls: 1.5420, loss: 1.5420, grad_norm: 6.3061 2020-07-29 00:47:19,794 - mmaction - INFO - Epoch [46][2220/3757] lr: 1.000e-03, eta: 4 days, 15:11:44, time: 1.909, data_time: 0.007, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8297, loss_cls: 1.6245, loss: 1.6245, grad_norm: 6.3607 2020-07-29 00:48:00,890 - mmaction - INFO - Epoch [46][2240/3757] lr: 1.000e-03, eta: 4 days, 15:11:07, time: 2.049, data_time: 0.736, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8367, loss_cls: 1.5438, loss: 1.5438, grad_norm: 6.0271 2020-07-29 00:48:37,160 - mmaction - INFO - Epoch [46][2260/3757] lr: 1.000e-03, eta: 4 days, 15:10:25, time: 1.820, data_time: 0.176, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8313, loss_cls: 1.5686, loss: 1.5686, grad_norm: 6.1678 2020-07-29 00:49:17,331 - mmaction - INFO - Epoch [46][2280/3757] lr: 1.000e-03, eta: 4 days, 15:09:46, time: 1.999, data_time: 0.007, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8234, loss_cls: 1.6088, loss: 1.6088, grad_norm: 6.4115 2020-07-29 00:49:54,609 - mmaction - INFO - Epoch [46][2300/3757] lr: 1.000e-03, eta: 4 days, 15:09:05, time: 1.871, data_time: 0.011, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8242, loss_cls: 1.5687, loss: 1.5687, grad_norm: 6.1270 2020-07-29 00:50:35,202 - mmaction - INFO - Epoch [46][2320/3757] lr: 1.000e-03, eta: 4 days, 15:08:28, time: 2.028, data_time: 0.011, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8258, loss_cls: 1.6005, loss: 1.6005, grad_norm: 6.2265 2020-07-29 00:51:12,111 - mmaction - INFO - Epoch [46][2340/3757] lr: 1.000e-03, eta: 4 days, 15:07:46, time: 1.846, data_time: 0.011, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8273, loss_cls: 1.6177, loss: 1.6177, grad_norm: 6.3290 2020-07-29 00:51:50,757 - mmaction - INFO - Epoch [46][2360/3757] lr: 1.000e-03, eta: 4 days, 15:07:06, time: 1.932, data_time: 0.010, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8430, loss_cls: 1.5387, loss: 1.5387, grad_norm: 6.1227 2020-07-29 00:52:31,819 - mmaction - INFO - Epoch [46][2380/3757] lr: 1.000e-03, eta: 4 days, 15:06:29, time: 2.055, data_time: 0.009, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8375, loss_cls: 1.5500, loss: 1.5500, grad_norm: 6.1453 2020-07-29 00:53:12,835 - mmaction - INFO - Epoch [46][2400/3757] lr: 1.000e-03, eta: 4 days, 15:05:52, time: 2.052, data_time: 0.010, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8438, loss_cls: 1.5749, loss: 1.5749, grad_norm: 6.4185 2020-07-29 00:53:48,639 - mmaction - INFO - Epoch [46][2420/3757] lr: 1.000e-03, eta: 4 days, 15:05:09, time: 1.791, data_time: 0.003, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8250, loss_cls: 1.6054, loss: 1.6054, grad_norm: 6.3442 2020-07-29 00:54:27,571 - mmaction - INFO - Epoch [46][2440/3757] lr: 1.000e-03, eta: 4 days, 15:04:29, time: 1.938, data_time: 0.016, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8391, loss_cls: 1.5363, loss: 1.5363, grad_norm: 6.2187 2020-07-29 00:55:05,954 - mmaction - INFO - Epoch [46][2460/3757] lr: 1.000e-03, eta: 4 days, 15:03:50, time: 1.927, data_time: 0.032, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8320, loss_cls: 1.5808, loss: 1.5808, grad_norm: 6.2951 2020-07-29 00:55:47,128 - mmaction - INFO - Epoch [46][2480/3757] lr: 1.000e-03, eta: 4 days, 15:03:13, time: 2.056, data_time: 0.762, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8391, loss_cls: 1.4994, loss: 1.4994, grad_norm: 6.1528 2020-07-29 00:56:25,509 - mmaction - INFO - Epoch [46][2500/3757] lr: 1.000e-03, eta: 4 days, 15:02:32, time: 1.914, data_time: 1.336, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8344, loss_cls: 1.5314, loss: 1.5314, grad_norm: 6.0999 2020-07-29 00:57:04,051 - mmaction - INFO - Epoch [46][2520/3757] lr: 1.000e-03, eta: 4 days, 15:01:53, time: 1.931, data_time: 1.358, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8484, loss_cls: 1.4691, loss: 1.4691, grad_norm: 5.9799 2020-07-29 00:57:42,193 - mmaction - INFO - Epoch [46][2540/3757] lr: 1.000e-03, eta: 4 days, 15:01:12, time: 1.905, data_time: 1.286, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8078, loss_cls: 1.6298, loss: 1.6298, grad_norm: 6.3230 2020-07-29 00:58:22,198 - mmaction - INFO - Epoch [46][2560/3757] lr: 1.000e-03, eta: 4 days, 15:00:34, time: 2.000, data_time: 0.905, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8469, loss_cls: 1.5039, loss: 1.5039, grad_norm: 6.0939 2020-07-29 00:58:59,698 - mmaction - INFO - Epoch [46][2580/3757] lr: 1.000e-03, eta: 4 days, 14:59:53, time: 1.881, data_time: 1.023, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8187, loss_cls: 1.6095, loss: 1.6095, grad_norm: 6.3622 2020-07-29 00:59:40,823 - mmaction - INFO - Epoch [46][2600/3757] lr: 1.000e-03, eta: 4 days, 14:59:16, time: 2.045, data_time: 0.350, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8297, loss_cls: 1.5590, loss: 1.5590, grad_norm: 6.1147 2020-07-29 01:00:17,386 - mmaction - INFO - Epoch [46][2620/3757] lr: 1.000e-03, eta: 4 days, 14:58:33, time: 1.817, data_time: 0.450, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8211, loss_cls: 1.6206, loss: 1.6206, grad_norm: 6.3279 2020-07-29 01:00:56,194 - mmaction - INFO - Epoch [46][2640/3757] lr: 1.000e-03, eta: 4 days, 14:57:54, time: 1.960, data_time: 0.748, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8500, loss_cls: 1.4622, loss: 1.4622, grad_norm: 5.9046 2020-07-29 01:01:33,870 - mmaction - INFO - Epoch [46][2660/3757] lr: 1.000e-03, eta: 4 days, 14:57:13, time: 1.886, data_time: 0.261, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8297, loss_cls: 1.5720, loss: 1.5720, grad_norm: 6.3178 2020-07-29 01:02:11,869 - mmaction - INFO - Epoch [46][2680/3757] lr: 1.000e-03, eta: 4 days, 14:56:33, time: 1.895, data_time: 0.040, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8344, loss_cls: 1.5293, loss: 1.5293, grad_norm: 6.3191 2020-07-29 01:02:54,982 - mmaction - INFO - Epoch [46][2700/3757] lr: 1.000e-03, eta: 4 days, 14:55:58, time: 2.158, data_time: 1.190, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8305, loss_cls: 1.5740, loss: 1.5740, grad_norm: 6.1183 2020-07-29 01:03:32,281 - mmaction - INFO - Epoch [46][2720/3757] lr: 1.000e-03, eta: 4 days, 14:55:17, time: 1.861, data_time: 0.996, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8492, loss_cls: 1.4683, loss: 1.4683, grad_norm: 6.0524 2020-07-29 01:04:10,942 - mmaction - INFO - Epoch [46][2740/3757] lr: 1.000e-03, eta: 4 days, 14:54:37, time: 1.938, data_time: 0.889, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8422, loss_cls: 1.5162, loss: 1.5162, grad_norm: 6.1299 2020-07-29 01:04:48,850 - mmaction - INFO - Epoch [46][2760/3757] lr: 1.000e-03, eta: 4 days, 14:53:57, time: 1.896, data_time: 0.164, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8305, loss_cls: 1.6062, loss: 1.6062, grad_norm: 6.3138 2020-07-29 01:05:28,904 - mmaction - INFO - Epoch [46][2780/3757] lr: 1.000e-03, eta: 4 days, 14:53:18, time: 1.998, data_time: 0.008, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8297, loss_cls: 1.5699, loss: 1.5699, grad_norm: 6.2248 2020-07-29 01:06:05,639 - mmaction - INFO - Epoch [46][2800/3757] lr: 1.000e-03, eta: 4 days, 14:52:36, time: 1.841, data_time: 0.009, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8477, loss_cls: 1.5217, loss: 1.5217, grad_norm: 6.1458 2020-07-29 01:06:46,000 - mmaction - INFO - Epoch [46][2820/3757] lr: 1.000e-03, eta: 4 days, 14:51:59, time: 2.019, data_time: 0.008, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8414, loss_cls: 1.4969, loss: 1.4969, grad_norm: 6.1975 2020-07-29 01:07:26,346 - mmaction - INFO - Epoch [46][2840/3757] lr: 1.000e-03, eta: 4 days, 14:51:21, time: 2.016, data_time: 0.218, memory: 5170, top1_acc: 0.6023, top5_acc: 0.8211, loss_cls: 1.6336, loss: 1.6336, grad_norm: 6.3483 2020-07-29 01:08:03,040 - mmaction - INFO - Epoch [46][2860/3757] lr: 1.000e-03, eta: 4 days, 14:50:39, time: 1.837, data_time: 0.153, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8430, loss_cls: 1.5400, loss: 1.5400, grad_norm: 6.2035 2020-07-29 01:08:45,272 - mmaction - INFO - Epoch [46][2880/3757] lr: 1.000e-03, eta: 4 days, 14:50:03, time: 2.111, data_time: 0.008, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8414, loss_cls: 1.4742, loss: 1.4742, grad_norm: 6.1243 2020-07-29 01:09:23,866 - mmaction - INFO - Epoch [46][2900/3757] lr: 1.000e-03, eta: 4 days, 14:49:23, time: 1.930, data_time: 0.002, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8313, loss_cls: 1.6013, loss: 1.6013, grad_norm: 6.4485 2020-07-29 01:10:06,768 - mmaction - INFO - Epoch [46][2920/3757] lr: 1.000e-03, eta: 4 days, 14:48:49, time: 2.145, data_time: 0.008, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8219, loss_cls: 1.5911, loss: 1.5911, grad_norm: 6.1314 2020-07-29 01:10:43,844 - mmaction - INFO - Epoch [46][2940/3757] lr: 1.000e-03, eta: 4 days, 14:48:07, time: 1.853, data_time: 0.002, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8313, loss_cls: 1.5457, loss: 1.5457, grad_norm: 6.0830 2020-07-29 01:11:24,656 - mmaction - INFO - Epoch [46][2960/3757] lr: 1.000e-03, eta: 4 days, 14:47:30, time: 2.042, data_time: 0.012, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8414, loss_cls: 1.5202, loss: 1.5202, grad_norm: 6.2926 2020-07-29 01:12:04,020 - mmaction - INFO - Epoch [46][2980/3757] lr: 1.000e-03, eta: 4 days, 14:46:51, time: 1.965, data_time: 0.002, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8297, loss_cls: 1.5684, loss: 1.5684, grad_norm: 6.2243 2020-07-29 01:12:39,313 - mmaction - INFO - Epoch [46][3000/3757] lr: 1.000e-03, eta: 4 days, 14:46:07, time: 1.768, data_time: 0.011, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8328, loss_cls: 1.5582, loss: 1.5582, grad_norm: 6.2551 2020-07-29 01:13:21,377 - mmaction - INFO - Epoch [46][3020/3757] lr: 1.000e-03, eta: 4 days, 14:45:31, time: 2.098, data_time: 0.015, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8453, loss_cls: 1.5210, loss: 1.5210, grad_norm: 6.2035 2020-07-29 01:13:57,215 - mmaction - INFO - Epoch [46][3040/3757] lr: 1.000e-03, eta: 4 days, 14:44:48, time: 1.796, data_time: 0.008, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8445, loss_cls: 1.5020, loss: 1.5020, grad_norm: 6.1257 2020-07-29 01:14:35,692 - mmaction - INFO - Epoch [46][3060/3757] lr: 1.000e-03, eta: 4 days, 14:44:08, time: 1.924, data_time: 0.418, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8469, loss_cls: 1.4692, loss: 1.4692, grad_norm: 6.0592 2020-07-29 01:15:16,049 - mmaction - INFO - Epoch [46][3080/3757] lr: 1.000e-03, eta: 4 days, 14:43:30, time: 2.008, data_time: 1.359, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8313, loss_cls: 1.5650, loss: 1.5650, grad_norm: 6.4436 2020-07-29 01:15:56,551 - mmaction - INFO - Epoch [46][3100/3757] lr: 1.000e-03, eta: 4 days, 14:42:53, time: 2.033, data_time: 1.464, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8570, loss_cls: 1.4750, loss: 1.4750, grad_norm: 6.3411 2020-07-29 01:16:31,654 - mmaction - INFO - Epoch [46][3120/3757] lr: 1.000e-03, eta: 4 days, 14:42:09, time: 1.748, data_time: 1.165, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8430, loss_cls: 1.5305, loss: 1.5305, grad_norm: 6.1923 2020-07-29 01:17:08,453 - mmaction - INFO - Epoch [46][3140/3757] lr: 1.000e-03, eta: 4 days, 14:41:27, time: 1.847, data_time: 0.394, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8344, loss_cls: 1.5492, loss: 1.5492, grad_norm: 6.1194 2020-07-29 01:17:47,985 - mmaction - INFO - Epoch [46][3160/3757] lr: 1.000e-03, eta: 4 days, 14:40:48, time: 1.974, data_time: 0.008, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8367, loss_cls: 1.5527, loss: 1.5527, grad_norm: 6.2895 2020-07-29 01:18:26,188 - mmaction - INFO - Epoch [46][3180/3757] lr: 1.000e-03, eta: 4 days, 14:40:08, time: 1.912, data_time: 0.009, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8375, loss_cls: 1.4745, loss: 1.4745, grad_norm: 6.0303 2020-07-29 01:19:03,299 - mmaction - INFO - Epoch [46][3200/3757] lr: 1.000e-03, eta: 4 days, 14:39:26, time: 1.854, data_time: 0.010, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8227, loss_cls: 1.6529, loss: 1.6529, grad_norm: 6.5330 2020-07-29 01:19:39,835 - mmaction - INFO - Epoch [46][3220/3757] lr: 1.000e-03, eta: 4 days, 14:38:44, time: 1.830, data_time: 0.008, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8367, loss_cls: 1.5024, loss: 1.5024, grad_norm: 5.9905 2020-07-29 01:20:20,326 - mmaction - INFO - Epoch [46][3240/3757] lr: 1.000e-03, eta: 4 days, 14:38:06, time: 2.020, data_time: 0.101, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8453, loss_cls: 1.4283, loss: 1.4283, grad_norm: 6.1754 2020-07-29 01:20:59,571 - mmaction - INFO - Epoch [46][3260/3757] lr: 1.000e-03, eta: 4 days, 14:37:28, time: 1.965, data_time: 0.078, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8016, loss_cls: 1.6132, loss: 1.6132, grad_norm: 6.2988 2020-07-29 01:21:37,564 - mmaction - INFO - Epoch [46][3280/3757] lr: 1.000e-03, eta: 4 days, 14:36:47, time: 1.896, data_time: 0.156, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8320, loss_cls: 1.5519, loss: 1.5519, grad_norm: 6.3186 2020-07-29 01:22:17,813 - mmaction - INFO - Epoch [46][3300/3757] lr: 1.000e-03, eta: 4 days, 14:36:09, time: 2.017, data_time: 0.214, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8203, loss_cls: 1.6261, loss: 1.6261, grad_norm: 6.3339 2020-07-29 01:22:56,728 - mmaction - INFO - Epoch [46][3320/3757] lr: 1.000e-03, eta: 4 days, 14:35:30, time: 1.946, data_time: 0.012, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8289, loss_cls: 1.5531, loss: 1.5531, grad_norm: 6.2114 2020-07-29 01:23:38,005 - mmaction - INFO - Epoch [46][3340/3757] lr: 1.000e-03, eta: 4 days, 14:34:53, time: 2.064, data_time: 0.003, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8281, loss_cls: 1.5553, loss: 1.5553, grad_norm: 6.3626 2020-07-29 01:24:16,148 - mmaction - INFO - Epoch [46][3360/3757] lr: 1.000e-03, eta: 4 days, 14:34:13, time: 1.904, data_time: 0.006, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8391, loss_cls: 1.5008, loss: 1.5008, grad_norm: 6.1767 2020-07-29 01:24:53,596 - mmaction - INFO - Epoch [46][3380/3757] lr: 1.000e-03, eta: 4 days, 14:33:31, time: 1.874, data_time: 0.008, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8297, loss_cls: 1.5911, loss: 1.5911, grad_norm: 6.5336 2020-07-29 01:25:31,676 - mmaction - INFO - Epoch [46][3400/3757] lr: 1.000e-03, eta: 4 days, 14:32:51, time: 1.902, data_time: 0.009, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8313, loss_cls: 1.5462, loss: 1.5462, grad_norm: 6.1743 2020-07-29 01:26:11,142 - mmaction - INFO - Epoch [46][3420/3757] lr: 1.000e-03, eta: 4 days, 14:32:12, time: 1.975, data_time: 0.009, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8289, loss_cls: 1.5270, loss: 1.5270, grad_norm: 6.3173 2020-07-29 01:26:51,273 - mmaction - INFO - Epoch [46][3440/3757] lr: 1.000e-03, eta: 4 days, 14:31:34, time: 2.000, data_time: 0.009, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8313, loss_cls: 1.5344, loss: 1.5344, grad_norm: 6.2695 2020-07-29 01:27:32,719 - mmaction - INFO - Epoch [46][3460/3757] lr: 1.000e-03, eta: 4 days, 14:30:58, time: 2.076, data_time: 0.010, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8391, loss_cls: 1.4926, loss: 1.4926, grad_norm: 6.1094 2020-07-29 01:28:12,370 - mmaction - INFO - Epoch [46][3480/3757] lr: 1.000e-03, eta: 4 days, 14:30:19, time: 1.979, data_time: 0.141, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8492, loss_cls: 1.4862, loss: 1.4862, grad_norm: 6.1833 2020-07-29 01:28:50,187 - mmaction - INFO - Epoch [46][3500/3757] lr: 1.000e-03, eta: 4 days, 14:29:38, time: 1.897, data_time: 0.015, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8516, loss_cls: 1.4646, loss: 1.4646, grad_norm: 6.1301 2020-07-29 01:29:28,671 - mmaction - INFO - Epoch [46][3520/3757] lr: 1.000e-03, eta: 4 days, 14:28:58, time: 1.918, data_time: 0.008, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8320, loss_cls: 1.5294, loss: 1.5294, grad_norm: 6.2965 2020-07-29 01:30:06,149 - mmaction - INFO - Epoch [46][3540/3757] lr: 1.000e-03, eta: 4 days, 14:28:17, time: 1.881, data_time: 0.011, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8297, loss_cls: 1.5587, loss: 1.5587, grad_norm: 6.3170 2020-07-29 01:30:46,032 - mmaction - INFO - Epoch [46][3560/3757] lr: 1.000e-03, eta: 4 days, 14:27:39, time: 1.995, data_time: 0.010, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8523, loss_cls: 1.4304, loss: 1.4304, grad_norm: 5.9809 2020-07-29 01:31:23,685 - mmaction - INFO - Epoch [46][3580/3757] lr: 1.000e-03, eta: 4 days, 14:26:58, time: 1.874, data_time: 0.017, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8266, loss_cls: 1.6260, loss: 1.6260, grad_norm: 6.4527 2020-07-29 01:32:06,731 - mmaction - INFO - Epoch [46][3600/3757] lr: 1.000e-03, eta: 4 days, 14:26:23, time: 2.158, data_time: 0.011, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8414, loss_cls: 1.5286, loss: 1.5286, grad_norm: 6.1971 2020-07-29 01:32:48,742 - mmaction - INFO - Epoch [46][3620/3757] lr: 1.000e-03, eta: 4 days, 14:25:47, time: 2.101, data_time: 0.010, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8461, loss_cls: 1.5038, loss: 1.5038, grad_norm: 6.1059 2020-07-29 01:33:26,150 - mmaction - INFO - Epoch [46][3640/3757] lr: 1.000e-03, eta: 4 days, 14:25:06, time: 1.871, data_time: 0.005, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8367, loss_cls: 1.5427, loss: 1.5427, grad_norm: 6.2385 2020-07-29 01:34:04,235 - mmaction - INFO - Epoch [46][3660/3757] lr: 1.000e-03, eta: 4 days, 14:24:26, time: 1.902, data_time: 0.009, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8422, loss_cls: 1.5044, loss: 1.5044, grad_norm: 6.0464 2020-07-29 01:34:43,618 - mmaction - INFO - Epoch [46][3680/3757] lr: 1.000e-03, eta: 4 days, 14:23:47, time: 1.972, data_time: 0.062, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8328, loss_cls: 1.5281, loss: 1.5281, grad_norm: 6.0834 2020-07-29 01:35:23,086 - mmaction - INFO - Epoch [46][3700/3757] lr: 1.000e-03, eta: 4 days, 14:23:08, time: 1.975, data_time: 0.019, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8344, loss_cls: 1.5243, loss: 1.5243, grad_norm: 6.1600 2020-07-29 01:36:01,163 - mmaction - INFO - Epoch [46][3720/3757] lr: 1.000e-03, eta: 4 days, 14:22:28, time: 1.904, data_time: 0.003, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8180, loss_cls: 1.6560, loss: 1.6560, grad_norm: 6.3911 2020-07-29 01:36:40,720 - mmaction - INFO - Epoch [46][3740/3757] lr: 1.000e-03, eta: 4 days, 14:21:49, time: 1.971, data_time: 0.008, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8164, loss_cls: 1.6444, loss: 1.6444, grad_norm: 6.2865 2020-07-29 01:37:06,943 - mmaction - INFO - Saving checkpoint at 46 epochs 2020-07-29 01:38:04,709 - mmaction - INFO - Epoch [47][20/3757] lr: 1.000e-03, eta: 4 days, 14:20:17, time: 2.810, data_time: 1.800, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8414, loss_cls: 1.5115, loss: 1.5115, grad_norm: 6.2860 2020-07-29 01:38:46,383 - mmaction - INFO - Epoch [47][40/3757] lr: 1.000e-03, eta: 4 days, 14:19:41, time: 2.090, data_time: 1.514, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8484, loss_cls: 1.4763, loss: 1.4763, grad_norm: 5.9978 2020-07-29 01:39:24,876 - mmaction - INFO - Epoch [47][60/3757] lr: 1.000e-03, eta: 4 days, 14:19:01, time: 1.924, data_time: 1.353, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8453, loss_cls: 1.5377, loss: 1.5377, grad_norm: 6.2970 2020-07-29 01:40:01,431 - mmaction - INFO - Epoch [47][80/3757] lr: 1.000e-03, eta: 4 days, 14:18:19, time: 1.827, data_time: 1.206, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8320, loss_cls: 1.5544, loss: 1.5544, grad_norm: 6.1858 2020-07-29 01:40:41,084 - mmaction - INFO - Epoch [47][100/3757] lr: 1.000e-03, eta: 4 days, 14:17:40, time: 1.976, data_time: 0.266, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8320, loss_cls: 1.5510, loss: 1.5510, grad_norm: 6.0073 2020-07-29 01:41:19,658 - mmaction - INFO - Epoch [47][120/3757] lr: 1.000e-03, eta: 4 days, 14:17:01, time: 1.933, data_time: 0.218, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8148, loss_cls: 1.6007, loss: 1.6007, grad_norm: 6.1393 2020-07-29 01:42:00,997 - mmaction - INFO - Epoch [47][140/3757] lr: 1.000e-03, eta: 4 days, 14:16:24, time: 2.063, data_time: 1.021, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8461, loss_cls: 1.5256, loss: 1.5256, grad_norm: 6.1630 2020-07-29 01:42:38,234 - mmaction - INFO - Epoch [47][160/3757] lr: 1.000e-03, eta: 4 days, 14:15:43, time: 1.868, data_time: 0.574, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8406, loss_cls: 1.5121, loss: 1.5121, grad_norm: 6.2646 2020-07-29 01:43:17,700 - mmaction - INFO - Epoch [47][180/3757] lr: 1.000e-03, eta: 4 days, 14:15:04, time: 1.973, data_time: 0.093, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8328, loss_cls: 1.5141, loss: 1.5141, grad_norm: 6.1697 2020-07-29 01:43:59,786 - mmaction - INFO - Epoch [47][200/3757] lr: 1.000e-03, eta: 4 days, 14:14:28, time: 2.100, data_time: 0.318, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8438, loss_cls: 1.4302, loss: 1.4302, grad_norm: 5.9348 2020-07-29 01:44:37,382 - mmaction - INFO - Epoch [47][220/3757] lr: 1.000e-03, eta: 4 days, 14:13:47, time: 1.885, data_time: 0.020, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8336, loss_cls: 1.5700, loss: 1.5700, grad_norm: 6.3313 2020-07-29 01:45:16,582 - mmaction - INFO - Epoch [47][240/3757] lr: 1.000e-03, eta: 4 days, 14:13:08, time: 1.951, data_time: 0.008, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8273, loss_cls: 1.5573, loss: 1.5573, grad_norm: 6.2956 2020-07-29 01:45:54,854 - mmaction - INFO - Epoch [47][260/3757] lr: 1.000e-03, eta: 4 days, 14:12:28, time: 1.922, data_time: 0.011, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8438, loss_cls: 1.5094, loss: 1.5094, grad_norm: 6.1426 2020-07-29 01:46:30,707 - mmaction - INFO - Epoch [47][280/3757] lr: 1.000e-03, eta: 4 days, 14:11:44, time: 1.784, data_time: 0.008, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8242, loss_cls: 1.5894, loss: 1.5894, grad_norm: 6.3358 2020-07-29 01:47:09,361 - mmaction - INFO - Epoch [47][300/3757] lr: 1.000e-03, eta: 4 days, 14:11:05, time: 1.941, data_time: 0.213, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8430, loss_cls: 1.5348, loss: 1.5348, grad_norm: 6.3403 2020-07-29 01:47:51,621 - mmaction - INFO - Epoch [47][320/3757] lr: 1.000e-03, eta: 4 days, 14:10:29, time: 2.107, data_time: 0.009, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8406, loss_cls: 1.4872, loss: 1.4872, grad_norm: 6.0938 2020-07-29 01:48:29,348 - mmaction - INFO - Epoch [47][340/3757] lr: 1.000e-03, eta: 4 days, 14:09:49, time: 1.893, data_time: 0.010, memory: 5170, top1_acc: 0.6008, top5_acc: 0.8211, loss_cls: 1.6229, loss: 1.6229, grad_norm: 6.5023 2020-07-29 01:49:08,006 - mmaction - INFO - Epoch [47][360/3757] lr: 1.000e-03, eta: 4 days, 14:09:09, time: 1.933, data_time: 0.010, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8203, loss_cls: 1.5831, loss: 1.5831, grad_norm: 6.3738 2020-07-29 01:49:47,437 - mmaction - INFO - Epoch [47][380/3757] lr: 1.000e-03, eta: 4 days, 14:08:30, time: 1.970, data_time: 0.004, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8484, loss_cls: 1.4698, loss: 1.4698, grad_norm: 6.0143 2020-07-29 01:50:26,226 - mmaction - INFO - Epoch [47][400/3757] lr: 1.000e-03, eta: 4 days, 14:07:50, time: 1.936, data_time: 0.009, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8195, loss_cls: 1.6138, loss: 1.6138, grad_norm: 6.3361 2020-07-29 01:51:03,662 - mmaction - INFO - Epoch [47][420/3757] lr: 1.000e-03, eta: 4 days, 14:07:09, time: 1.874, data_time: 0.035, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8398, loss_cls: 1.4840, loss: 1.4840, grad_norm: 6.1355 2020-07-29 01:51:45,557 - mmaction - INFO - Epoch [47][440/3757] lr: 1.000e-03, eta: 4 days, 14:06:33, time: 2.090, data_time: 0.005, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8336, loss_cls: 1.5810, loss: 1.5810, grad_norm: 6.3837 2020-07-29 01:52:24,877 - mmaction - INFO - Epoch [47][460/3757] lr: 1.000e-03, eta: 4 days, 14:05:54, time: 1.974, data_time: 0.010, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8172, loss_cls: 1.5734, loss: 1.5734, grad_norm: 6.2239 2020-07-29 01:53:04,380 - mmaction - INFO - Epoch [47][480/3757] lr: 1.000e-03, eta: 4 days, 14:05:15, time: 1.975, data_time: 0.010, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8461, loss_cls: 1.4555, loss: 1.4555, grad_norm: 6.0730 2020-07-29 01:53:40,652 - mmaction - INFO - Epoch [47][500/3757] lr: 1.000e-03, eta: 4 days, 14:04:33, time: 1.813, data_time: 0.003, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8227, loss_cls: 1.5797, loss: 1.5797, grad_norm: 6.1260 2020-07-29 01:54:18,804 - mmaction - INFO - Epoch [47][520/3757] lr: 1.000e-03, eta: 4 days, 14:03:52, time: 1.900, data_time: 0.029, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8250, loss_cls: 1.6008, loss: 1.6008, grad_norm: 6.0420 2020-07-29 01:55:00,166 - mmaction - INFO - Epoch [47][540/3757] lr: 1.000e-03, eta: 4 days, 14:03:16, time: 2.076, data_time: 0.011, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8453, loss_cls: 1.5328, loss: 1.5328, grad_norm: 6.2045 2020-07-29 01:55:37,186 - mmaction - INFO - Epoch [47][560/3757] lr: 1.000e-03, eta: 4 days, 14:02:34, time: 1.848, data_time: 0.008, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8492, loss_cls: 1.4722, loss: 1.4722, grad_norm: 6.2015 2020-07-29 01:56:16,600 - mmaction - INFO - Epoch [47][580/3757] lr: 1.000e-03, eta: 4 days, 14:01:56, time: 1.974, data_time: 0.009, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8266, loss_cls: 1.5572, loss: 1.5572, grad_norm: 6.4515 2020-07-29 01:56:56,050 - mmaction - INFO - Epoch [47][600/3757] lr: 1.000e-03, eta: 4 days, 14:01:17, time: 1.966, data_time: 0.008, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8336, loss_cls: 1.5389, loss: 1.5389, grad_norm: 6.2122 2020-07-29 01:57:34,272 - mmaction - INFO - Epoch [47][620/3757] lr: 1.000e-03, eta: 4 days, 14:00:36, time: 1.917, data_time: 0.009, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8391, loss_cls: 1.5367, loss: 1.5367, grad_norm: 6.1639 2020-07-29 01:58:14,534 - mmaction - INFO - Epoch [47][640/3757] lr: 1.000e-03, eta: 4 days, 13:59:58, time: 2.005, data_time: 0.010, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8422, loss_cls: 1.4906, loss: 1.4906, grad_norm: 6.2705 2020-07-29 01:58:49,939 - mmaction - INFO - Epoch [47][660/3757] lr: 1.000e-03, eta: 4 days, 13:59:15, time: 1.776, data_time: 0.010, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8453, loss_cls: 1.4732, loss: 1.4732, grad_norm: 6.1065 2020-07-29 01:59:25,224 - mmaction - INFO - Epoch [47][680/3757] lr: 1.000e-03, eta: 4 days, 13:58:31, time: 1.762, data_time: 0.008, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8187, loss_cls: 1.5567, loss: 1.5567, grad_norm: 5.9994 2020-07-29 02:00:09,812 - mmaction - INFO - Epoch [47][700/3757] lr: 1.000e-03, eta: 4 days, 13:57:58, time: 2.225, data_time: 0.021, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8266, loss_cls: 1.5875, loss: 1.5875, grad_norm: 6.3567 2020-07-29 02:00:48,452 - mmaction - INFO - Epoch [47][720/3757] lr: 1.000e-03, eta: 4 days, 13:57:19, time: 1.941, data_time: 0.022, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8305, loss_cls: 1.4845, loss: 1.4845, grad_norm: 6.1600 2020-07-29 02:01:30,184 - mmaction - INFO - Epoch [47][740/3757] lr: 1.000e-03, eta: 4 days, 13:56:42, time: 2.084, data_time: 0.008, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8453, loss_cls: 1.5204, loss: 1.5204, grad_norm: 6.2218 2020-07-29 02:02:08,869 - mmaction - INFO - Epoch [47][760/3757] lr: 1.000e-03, eta: 4 days, 13:56:03, time: 1.932, data_time: 0.075, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8516, loss_cls: 1.4649, loss: 1.4649, grad_norm: 6.2264 2020-07-29 02:02:49,719 - mmaction - INFO - Epoch [47][780/3757] lr: 1.000e-03, eta: 4 days, 13:55:26, time: 2.043, data_time: 0.657, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8500, loss_cls: 1.4127, loss: 1.4127, grad_norm: 6.0728 2020-07-29 02:03:25,551 - mmaction - INFO - Epoch [47][800/3757] lr: 1.000e-03, eta: 4 days, 13:54:42, time: 1.786, data_time: 0.626, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8344, loss_cls: 1.5343, loss: 1.5343, grad_norm: 6.2179 2020-07-29 02:04:06,191 - mmaction - INFO - Epoch [47][820/3757] lr: 1.000e-03, eta: 4 days, 13:54:05, time: 2.039, data_time: 1.294, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8305, loss_cls: 1.5575, loss: 1.5575, grad_norm: 6.3867 2020-07-29 02:04:46,714 - mmaction - INFO - Epoch [47][840/3757] lr: 1.000e-03, eta: 4 days, 13:53:28, time: 2.026, data_time: 1.395, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8445, loss_cls: 1.5266, loss: 1.5266, grad_norm: 6.2719 2020-07-29 02:05:23,270 - mmaction - INFO - Epoch [47][860/3757] lr: 1.000e-03, eta: 4 days, 13:52:45, time: 1.823, data_time: 1.256, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8367, loss_cls: 1.5367, loss: 1.5367, grad_norm: 6.3030 2020-07-29 02:06:00,254 - mmaction - INFO - Epoch [47][880/3757] lr: 1.000e-03, eta: 4 days, 13:52:04, time: 1.855, data_time: 0.772, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8352, loss_cls: 1.5595, loss: 1.5595, grad_norm: 6.3485 2020-07-29 02:06:39,291 - mmaction - INFO - Epoch [47][900/3757] lr: 1.000e-03, eta: 4 days, 13:51:24, time: 1.947, data_time: 0.018, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8469, loss_cls: 1.4093, loss: 1.4093, grad_norm: 5.8873 2020-07-29 02:07:21,081 - mmaction - INFO - Epoch [47][920/3757] lr: 1.000e-03, eta: 4 days, 13:50:48, time: 2.093, data_time: 0.512, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.4186, loss: 1.4186, grad_norm: 6.1034 2020-07-29 02:07:59,428 - mmaction - INFO - Epoch [47][940/3757] lr: 1.000e-03, eta: 4 days, 13:50:08, time: 1.917, data_time: 0.704, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8414, loss_cls: 1.4916, loss: 1.4916, grad_norm: 6.1808 2020-07-29 02:08:38,587 - mmaction - INFO - Epoch [47][960/3757] lr: 1.000e-03, eta: 4 days, 13:49:29, time: 1.960, data_time: 0.105, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8352, loss_cls: 1.5202, loss: 1.5202, grad_norm: 6.1301 2020-07-29 02:09:19,354 - mmaction - INFO - Epoch [47][980/3757] lr: 1.000e-03, eta: 4 days, 13:48:51, time: 2.030, data_time: 0.551, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8500, loss_cls: 1.4722, loss: 1.4722, grad_norm: 6.2587 2020-07-29 02:09:56,619 - mmaction - INFO - Epoch [47][1000/3757] lr: 1.000e-03, eta: 4 days, 13:48:10, time: 1.873, data_time: 1.235, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8477, loss_cls: 1.5342, loss: 1.5342, grad_norm: 6.4962 2020-07-29 02:10:36,292 - mmaction - INFO - Epoch [47][1020/3757] lr: 1.000e-03, eta: 4 days, 13:47:32, time: 1.976, data_time: 1.132, memory: 5170, top1_acc: 0.6047, top5_acc: 0.8164, loss_cls: 1.6514, loss: 1.6514, grad_norm: 6.6098 2020-07-29 02:11:15,188 - mmaction - INFO - Epoch [47][1040/3757] lr: 1.000e-03, eta: 4 days, 13:46:52, time: 1.952, data_time: 1.010, memory: 5170, top1_acc: 0.6008, top5_acc: 0.8164, loss_cls: 1.6464, loss: 1.6464, grad_norm: 6.4164 2020-07-29 02:11:55,852 - mmaction - INFO - Epoch [47][1060/3757] lr: 1.000e-03, eta: 4 days, 13:46:15, time: 2.031, data_time: 1.316, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8484, loss_cls: 1.4932, loss: 1.4932, grad_norm: 6.0784 2020-07-29 02:12:34,639 - mmaction - INFO - Epoch [47][1080/3757] lr: 1.000e-03, eta: 4 days, 13:45:35, time: 1.940, data_time: 1.110, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8195, loss_cls: 1.6036, loss: 1.6036, grad_norm: 6.3522 2020-07-29 02:13:14,686 - mmaction - INFO - Epoch [47][1100/3757] lr: 1.000e-03, eta: 4 days, 13:44:57, time: 2.000, data_time: 0.892, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8273, loss_cls: 1.6158, loss: 1.6158, grad_norm: 6.3031 2020-07-29 02:13:53,618 - mmaction - INFO - Epoch [47][1120/3757] lr: 1.000e-03, eta: 4 days, 13:44:18, time: 1.949, data_time: 0.980, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8281, loss_cls: 1.5529, loss: 1.5529, grad_norm: 6.3658 2020-07-29 02:14:33,770 - mmaction - INFO - Epoch [47][1140/3757] lr: 1.000e-03, eta: 4 days, 13:43:40, time: 2.005, data_time: 1.439, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8383, loss_cls: 1.5688, loss: 1.5688, grad_norm: 6.4195 2020-07-29 02:15:12,652 - mmaction - INFO - Epoch [47][1160/3757] lr: 1.000e-03, eta: 4 days, 13:43:00, time: 1.943, data_time: 1.361, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8250, loss_cls: 1.4955, loss: 1.4955, grad_norm: 6.1832 2020-07-29 02:15:51,577 - mmaction - INFO - Epoch [47][1180/3757] lr: 1.000e-03, eta: 4 days, 13:42:21, time: 1.950, data_time: 1.367, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8562, loss_cls: 1.4171, loss: 1.4171, grad_norm: 5.9924 2020-07-29 02:16:26,613 - mmaction - INFO - Epoch [47][1200/3757] lr: 1.000e-03, eta: 4 days, 13:41:37, time: 1.746, data_time: 1.173, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8602, loss_cls: 1.4280, loss: 1.4280, grad_norm: 6.2280 2020-07-29 02:17:08,050 - mmaction - INFO - Epoch [47][1220/3757] lr: 1.000e-03, eta: 4 days, 13:41:00, time: 2.076, data_time: 1.160, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8328, loss_cls: 1.5294, loss: 1.5294, grad_norm: 6.1454 2020-07-29 02:17:46,416 - mmaction - INFO - Epoch [47][1240/3757] lr: 1.000e-03, eta: 4 days, 13:40:20, time: 1.918, data_time: 1.028, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8430, loss_cls: 1.5276, loss: 1.5276, grad_norm: 6.1690 2020-07-29 02:18:24,435 - mmaction - INFO - Epoch [47][1260/3757] lr: 1.000e-03, eta: 4 days, 13:39:40, time: 1.896, data_time: 0.067, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8438, loss_cls: 1.4636, loss: 1.4636, grad_norm: 6.1383 2020-07-29 02:19:02,854 - mmaction - INFO - Epoch [47][1280/3757] lr: 1.000e-03, eta: 4 days, 13:39:00, time: 1.928, data_time: 0.416, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8406, loss_cls: 1.5325, loss: 1.5325, grad_norm: 6.3094 2020-07-29 02:19:44,399 - mmaction - INFO - Epoch [47][1300/3757] lr: 1.000e-03, eta: 4 days, 13:38:23, time: 2.071, data_time: 0.106, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8492, loss_cls: 1.4299, loss: 1.4299, grad_norm: 6.0542 2020-07-29 02:20:25,423 - mmaction - INFO - Epoch [47][1320/3757] lr: 1.000e-03, eta: 4 days, 13:37:46, time: 2.058, data_time: 0.108, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8555, loss_cls: 1.3837, loss: 1.3837, grad_norm: 6.1228 2020-07-29 02:21:07,871 - mmaction - INFO - Epoch [47][1340/3757] lr: 1.000e-03, eta: 4 days, 13:37:11, time: 2.122, data_time: 0.227, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8414, loss_cls: 1.4923, loss: 1.4923, grad_norm: 6.1798 2020-07-29 02:21:44,609 - mmaction - INFO - Epoch [47][1360/3757] lr: 1.000e-03, eta: 4 days, 13:36:29, time: 1.835, data_time: 0.008, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8336, loss_cls: 1.4912, loss: 1.4912, grad_norm: 6.1771 2020-07-29 02:22:26,225 - mmaction - INFO - Epoch [47][1380/3757] lr: 1.000e-03, eta: 4 days, 13:35:53, time: 2.083, data_time: 0.010, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8422, loss_cls: 1.5346, loss: 1.5346, grad_norm: 6.2637 2020-07-29 02:23:00,091 - mmaction - INFO - Epoch [47][1400/3757] lr: 1.000e-03, eta: 4 days, 13:35:07, time: 1.690, data_time: 0.002, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8227, loss_cls: 1.5703, loss: 1.5703, grad_norm: 6.2418 2020-07-29 02:23:38,285 - mmaction - INFO - Epoch [47][1420/3757] lr: 1.000e-03, eta: 4 days, 13:34:27, time: 1.903, data_time: 0.189, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.5898, loss: 1.5898, grad_norm: 6.2565 2020-07-29 02:24:19,316 - mmaction - INFO - Epoch [47][1440/3757] lr: 1.000e-03, eta: 4 days, 13:33:50, time: 2.060, data_time: 1.493, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8117, loss_cls: 1.6332, loss: 1.6332, grad_norm: 6.4207 2020-07-29 02:24:55,347 - mmaction - INFO - Epoch [47][1460/3757] lr: 1.000e-03, eta: 4 days, 13:33:07, time: 1.799, data_time: 1.039, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8422, loss_cls: 1.4967, loss: 1.4967, grad_norm: 6.3109 2020-07-29 02:25:34,566 - mmaction - INFO - Epoch [47][1480/3757] lr: 1.000e-03, eta: 4 days, 13:32:28, time: 1.956, data_time: 0.799, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8234, loss_cls: 1.5769, loss: 1.5769, grad_norm: 6.4738 2020-07-29 02:26:18,623 - mmaction - INFO - Epoch [47][1500/3757] lr: 1.000e-03, eta: 4 days, 13:31:55, time: 2.210, data_time: 0.562, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8195, loss_cls: 1.6075, loss: 1.6075, grad_norm: 6.3127 2020-07-29 02:26:58,280 - mmaction - INFO - Epoch [47][1520/3757] lr: 1.000e-03, eta: 4 days, 13:31:16, time: 1.984, data_time: 0.554, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8281, loss_cls: 1.5814, loss: 1.5814, grad_norm: 6.4063 2020-07-29 02:27:36,076 - mmaction - INFO - Epoch [47][1540/3757] lr: 1.000e-03, eta: 4 days, 13:30:35, time: 1.889, data_time: 0.096, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8422, loss_cls: 1.4875, loss: 1.4875, grad_norm: 6.1714 2020-07-29 02:28:17,564 - mmaction - INFO - Epoch [47][1560/3757] lr: 1.000e-03, eta: 4 days, 13:29:59, time: 2.071, data_time: 0.003, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8281, loss_cls: 1.5962, loss: 1.5962, grad_norm: 6.3976 2020-07-29 02:28:51,793 - mmaction - INFO - Epoch [47][1580/3757] lr: 1.000e-03, eta: 4 days, 13:29:14, time: 1.713, data_time: 0.035, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8297, loss_cls: 1.5261, loss: 1.5261, grad_norm: 6.1722 2020-07-29 02:29:32,261 - mmaction - INFO - Epoch [47][1600/3757] lr: 1.000e-03, eta: 4 days, 13:28:36, time: 2.023, data_time: 1.409, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8328, loss_cls: 1.5342, loss: 1.5342, grad_norm: 6.4733 2020-07-29 02:30:11,031 - mmaction - INFO - Epoch [47][1620/3757] lr: 1.000e-03, eta: 4 days, 13:27:57, time: 1.939, data_time: 1.370, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8359, loss_cls: 1.5213, loss: 1.5213, grad_norm: 6.2713 2020-07-29 02:30:49,863 - mmaction - INFO - Epoch [47][1640/3757] lr: 1.000e-03, eta: 4 days, 13:27:17, time: 1.942, data_time: 1.417, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8344, loss_cls: 1.5454, loss: 1.5454, grad_norm: 6.0709 2020-07-29 02:31:27,080 - mmaction - INFO - Epoch [47][1660/3757] lr: 1.000e-03, eta: 4 days, 13:26:36, time: 1.859, data_time: 1.293, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8273, loss_cls: 1.5936, loss: 1.5936, grad_norm: 6.4308 2020-07-29 02:32:08,962 - mmaction - INFO - Epoch [47][1680/3757] lr: 1.000e-03, eta: 4 days, 13:26:00, time: 2.095, data_time: 1.511, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8266, loss_cls: 1.5951, loss: 1.5951, grad_norm: 6.3636 2020-07-29 02:32:45,877 - mmaction - INFO - Epoch [47][1700/3757] lr: 1.000e-03, eta: 4 days, 13:25:18, time: 1.841, data_time: 1.262, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8328, loss_cls: 1.5575, loss: 1.5575, grad_norm: 6.3678 2020-07-29 02:33:25,166 - mmaction - INFO - Epoch [47][1720/3757] lr: 1.000e-03, eta: 4 days, 13:24:39, time: 1.967, data_time: 1.257, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8313, loss_cls: 1.5595, loss: 1.5595, grad_norm: 6.3248 2020-07-29 02:34:06,167 - mmaction - INFO - Epoch [47][1740/3757] lr: 1.000e-03, eta: 4 days, 13:24:02, time: 2.054, data_time: 0.361, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8539, loss_cls: 1.4676, loss: 1.4676, grad_norm: 6.2341 2020-07-29 02:34:43,420 - mmaction - INFO - Epoch [47][1760/3757] lr: 1.000e-03, eta: 4 days, 13:23:21, time: 1.860, data_time: 0.029, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8406, loss_cls: 1.5140, loss: 1.5140, grad_norm: 6.3104 2020-07-29 02:35:23,184 - mmaction - INFO - Epoch [47][1780/3757] lr: 1.000e-03, eta: 4 days, 13:22:42, time: 1.986, data_time: 0.392, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8227, loss_cls: 1.5393, loss: 1.5393, grad_norm: 6.1637 2020-07-29 02:36:02,739 - mmaction - INFO - Epoch [47][1800/3757] lr: 1.000e-03, eta: 4 days, 13:22:03, time: 1.980, data_time: 0.119, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8359, loss_cls: 1.5816, loss: 1.5816, grad_norm: 6.4901 2020-07-29 02:36:39,621 - mmaction - INFO - Epoch [47][1820/3757] lr: 1.000e-03, eta: 4 days, 13:21:21, time: 1.838, data_time: 0.010, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8234, loss_cls: 1.6106, loss: 1.6106, grad_norm: 6.5058 2020-07-29 02:37:19,507 - mmaction - INFO - Epoch [47][1840/3757] lr: 1.000e-03, eta: 4 days, 13:20:43, time: 2.000, data_time: 0.031, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8422, loss_cls: 1.4584, loss: 1.4584, grad_norm: 6.0153 2020-07-29 02:37:58,440 - mmaction - INFO - Epoch [47][1860/3757] lr: 1.000e-03, eta: 4 days, 13:20:04, time: 1.942, data_time: 0.032, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8313, loss_cls: 1.5200, loss: 1.5200, grad_norm: 6.3320 2020-07-29 02:38:38,279 - mmaction - INFO - Epoch [47][1880/3757] lr: 1.000e-03, eta: 4 days, 13:19:26, time: 1.998, data_time: 0.443, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8516, loss_cls: 1.4851, loss: 1.4851, grad_norm: 6.2808 2020-07-29 02:39:15,939 - mmaction - INFO - Epoch [47][1900/3757] lr: 1.000e-03, eta: 4 days, 13:18:45, time: 1.877, data_time: 0.170, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8391, loss_cls: 1.5122, loss: 1.5122, grad_norm: 6.1944 2020-07-29 02:39:56,104 - mmaction - INFO - Epoch [47][1920/3757] lr: 1.000e-03, eta: 4 days, 13:18:07, time: 2.014, data_time: 1.140, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8273, loss_cls: 1.5546, loss: 1.5546, grad_norm: 6.2333 2020-07-29 02:40:35,405 - mmaction - INFO - Epoch [47][1940/3757] lr: 1.000e-03, eta: 4 days, 13:17:27, time: 1.958, data_time: 0.856, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8383, loss_cls: 1.5487, loss: 1.5487, grad_norm: 6.2842 2020-07-29 02:41:15,649 - mmaction - INFO - Epoch [47][1960/3757] lr: 1.000e-03, eta: 4 days, 13:16:50, time: 2.017, data_time: 0.677, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8156, loss_cls: 1.6569, loss: 1.6569, grad_norm: 6.3917 2020-07-29 02:41:54,562 - mmaction - INFO - Epoch [47][1980/3757] lr: 1.000e-03, eta: 4 days, 13:16:10, time: 1.940, data_time: 1.203, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8289, loss_cls: 1.5786, loss: 1.5786, grad_norm: 6.4057 2020-07-29 02:42:32,720 - mmaction - INFO - Epoch [47][2000/3757] lr: 1.000e-03, eta: 4 days, 13:15:30, time: 1.912, data_time: 0.844, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8273, loss_cls: 1.5404, loss: 1.5404, grad_norm: 6.2285 2020-07-29 02:43:13,897 - mmaction - INFO - Epoch [47][2020/3757] lr: 1.000e-03, eta: 4 days, 13:14:53, time: 2.058, data_time: 1.488, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8328, loss_cls: 1.5549, loss: 1.5549, grad_norm: 6.4056 2020-07-29 02:43:47,796 - mmaction - INFO - Epoch [47][2040/3757] lr: 1.000e-03, eta: 4 days, 13:14:08, time: 1.698, data_time: 1.128, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8313, loss_cls: 1.5474, loss: 1.5474, grad_norm: 6.3221 2020-07-29 02:44:30,088 - mmaction - INFO - Epoch [47][2060/3757] lr: 1.000e-03, eta: 4 days, 13:13:32, time: 2.107, data_time: 1.540, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8344, loss_cls: 1.5040, loss: 1.5040, grad_norm: 6.2053 2020-07-29 02:45:07,215 - mmaction - INFO - Epoch [47][2080/3757] lr: 1.000e-03, eta: 4 days, 13:12:51, time: 1.864, data_time: 1.088, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8289, loss_cls: 1.5338, loss: 1.5338, grad_norm: 6.1408 2020-07-29 02:45:46,483 - mmaction - INFO - Epoch [47][2100/3757] lr: 1.000e-03, eta: 4 days, 13:12:12, time: 1.962, data_time: 0.849, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8492, loss_cls: 1.5310, loss: 1.5310, grad_norm: 6.2875 2020-07-29 02:46:28,451 - mmaction - INFO - Epoch [47][2120/3757] lr: 1.000e-03, eta: 4 days, 13:11:36, time: 2.093, data_time: 0.009, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8328, loss_cls: 1.5681, loss: 1.5681, grad_norm: 6.4210 2020-07-29 02:47:00,295 - mmaction - INFO - Epoch [47][2140/3757] lr: 1.000e-03, eta: 4 days, 13:10:48, time: 1.599, data_time: 0.616, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8313, loss_cls: 1.5102, loss: 1.5102, grad_norm: 6.1668 2020-07-29 02:47:40,020 - mmaction - INFO - Epoch [47][2160/3757] lr: 1.000e-03, eta: 4 days, 13:10:10, time: 1.983, data_time: 0.409, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8461, loss_cls: 1.4982, loss: 1.4982, grad_norm: 6.1291 2020-07-29 02:48:20,221 - mmaction - INFO - Epoch [47][2180/3757] lr: 1.000e-03, eta: 4 days, 13:09:32, time: 2.013, data_time: 0.145, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8477, loss_cls: 1.4422, loss: 1.4422, grad_norm: 6.1209 2020-07-29 02:49:00,232 - mmaction - INFO - Epoch [47][2200/3757] lr: 1.000e-03, eta: 4 days, 13:08:53, time: 1.994, data_time: 0.009, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8313, loss_cls: 1.5433, loss: 1.5433, grad_norm: 6.2255 2020-07-29 02:49:37,010 - mmaction - INFO - Epoch [47][2220/3757] lr: 1.000e-03, eta: 4 days, 13:08:12, time: 1.846, data_time: 0.010, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8359, loss_cls: 1.5349, loss: 1.5349, grad_norm: 6.1401 2020-07-29 02:50:16,291 - mmaction - INFO - Epoch [47][2240/3757] lr: 1.000e-03, eta: 4 days, 13:07:33, time: 1.963, data_time: 0.008, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8297, loss_cls: 1.5563, loss: 1.5563, grad_norm: 6.1983 2020-07-29 02:50:55,266 - mmaction - INFO - Epoch [47][2260/3757] lr: 1.000e-03, eta: 4 days, 13:06:53, time: 1.949, data_time: 0.063, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8297, loss_cls: 1.5555, loss: 1.5555, grad_norm: 6.3721 2020-07-29 02:51:35,122 - mmaction - INFO - Epoch [47][2280/3757] lr: 1.000e-03, eta: 4 days, 13:06:15, time: 1.985, data_time: 0.009, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8516, loss_cls: 1.3971, loss: 1.3971, grad_norm: 6.0190 2020-07-29 02:52:16,980 - mmaction - INFO - Epoch [47][2300/3757] lr: 1.000e-03, eta: 4 days, 13:05:39, time: 2.102, data_time: 0.012, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8383, loss_cls: 1.5231, loss: 1.5231, grad_norm: 6.1993 2020-07-29 02:52:54,385 - mmaction - INFO - Epoch [47][2320/3757] lr: 1.000e-03, eta: 4 days, 13:04:58, time: 1.868, data_time: 0.003, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8391, loss_cls: 1.5323, loss: 1.5323, grad_norm: 6.1539 2020-07-29 02:53:36,162 - mmaction - INFO - Epoch [47][2340/3757] lr: 1.000e-03, eta: 4 days, 13:04:22, time: 2.090, data_time: 0.008, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8438, loss_cls: 1.5113, loss: 1.5113, grad_norm: 6.2847 2020-07-29 02:54:13,391 - mmaction - INFO - Epoch [47][2360/3757] lr: 1.000e-03, eta: 4 days, 13:03:40, time: 1.859, data_time: 0.010, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8422, loss_cls: 1.4795, loss: 1.4795, grad_norm: 6.0622 2020-07-29 02:54:48,495 - mmaction - INFO - Epoch [47][2380/3757] lr: 1.000e-03, eta: 4 days, 13:02:56, time: 1.759, data_time: 0.010, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8562, loss_cls: 1.4340, loss: 1.4340, grad_norm: 6.1893 2020-07-29 02:55:31,384 - mmaction - INFO - Epoch [47][2400/3757] lr: 1.000e-03, eta: 4 days, 13:02:21, time: 2.138, data_time: 0.009, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8328, loss_cls: 1.5067, loss: 1.5067, grad_norm: 6.2162 2020-07-29 02:56:07,705 - mmaction - INFO - Epoch [47][2420/3757] lr: 1.000e-03, eta: 4 days, 13:01:39, time: 1.822, data_time: 0.010, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8195, loss_cls: 1.6321, loss: 1.6321, grad_norm: 6.5160 2020-07-29 02:56:50,332 - mmaction - INFO - Epoch [47][2440/3757] lr: 1.000e-03, eta: 4 days, 13:01:04, time: 2.130, data_time: 0.010, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8391, loss_cls: 1.5530, loss: 1.5530, grad_norm: 6.5622 2020-07-29 02:57:29,947 - mmaction - INFO - Epoch [47][2460/3757] lr: 1.000e-03, eta: 4 days, 13:00:25, time: 1.983, data_time: 0.009, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.5872, loss: 1.5872, grad_norm: 6.3746 2020-07-29 02:58:07,406 - mmaction - INFO - Epoch [47][2480/3757] lr: 1.000e-03, eta: 4 days, 12:59:44, time: 1.874, data_time: 0.009, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8453, loss_cls: 1.5186, loss: 1.5186, grad_norm: 6.2397 2020-07-29 02:58:44,598 - mmaction - INFO - Epoch [47][2500/3757] lr: 1.000e-03, eta: 4 days, 12:59:03, time: 1.858, data_time: 0.144, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8414, loss_cls: 1.5111, loss: 1.5111, grad_norm: 6.2053 2020-07-29 02:59:23,970 - mmaction - INFO - Epoch [47][2520/3757] lr: 1.000e-03, eta: 4 days, 12:58:24, time: 1.966, data_time: 0.334, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8531, loss_cls: 1.4402, loss: 1.4402, grad_norm: 6.1108 2020-07-29 03:00:02,817 - mmaction - INFO - Epoch [47][2540/3757] lr: 1.000e-03, eta: 4 days, 12:57:44, time: 1.946, data_time: 0.009, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8414, loss_cls: 1.5358, loss: 1.5358, grad_norm: 6.3357 2020-07-29 03:00:42,751 - mmaction - INFO - Epoch [47][2560/3757] lr: 1.000e-03, eta: 4 days, 12:57:06, time: 1.982, data_time: 0.006, memory: 5170, top1_acc: 0.6047, top5_acc: 0.8219, loss_cls: 1.6119, loss: 1.6119, grad_norm: 6.2659 2020-07-29 03:01:17,546 - mmaction - INFO - Epoch [47][2580/3757] lr: 1.000e-03, eta: 4 days, 12:56:22, time: 1.750, data_time: 0.031, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8539, loss_cls: 1.4616, loss: 1.4616, grad_norm: 6.1757 2020-07-29 03:01:59,411 - mmaction - INFO - Epoch [47][2600/3757] lr: 1.000e-03, eta: 4 days, 12:55:46, time: 2.095, data_time: 0.008, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8422, loss_cls: 1.5247, loss: 1.5247, grad_norm: 6.3121 2020-07-29 03:02:39,906 - mmaction - INFO - Epoch [47][2620/3757] lr: 1.000e-03, eta: 4 days, 12:55:08, time: 2.022, data_time: 0.010, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8313, loss_cls: 1.5450, loss: 1.5450, grad_norm: 6.3457 2020-07-29 03:03:18,642 - mmaction - INFO - Epoch [47][2640/3757] lr: 1.000e-03, eta: 4 days, 12:54:29, time: 1.941, data_time: 0.009, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8531, loss_cls: 1.4837, loss: 1.4837, grad_norm: 6.1980 2020-07-29 03:03:54,113 - mmaction - INFO - Epoch [47][2660/3757] lr: 1.000e-03, eta: 4 days, 12:53:45, time: 1.773, data_time: 0.002, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8359, loss_cls: 1.5398, loss: 1.5398, grad_norm: 6.3701 2020-07-29 03:04:35,525 - mmaction - INFO - Epoch [47][2680/3757] lr: 1.000e-03, eta: 4 days, 12:53:08, time: 2.067, data_time: 0.008, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8500, loss_cls: 1.4514, loss: 1.4514, grad_norm: 6.3316 2020-07-29 03:05:13,597 - mmaction - INFO - Epoch [47][2700/3757] lr: 1.000e-03, eta: 4 days, 12:52:28, time: 1.899, data_time: 0.006, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8430, loss_cls: 1.4493, loss: 1.4493, grad_norm: 6.0351 2020-07-29 03:05:53,995 - mmaction - INFO - Epoch [47][2720/3757] lr: 1.000e-03, eta: 4 days, 12:51:50, time: 2.026, data_time: 0.011, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8578, loss_cls: 1.4756, loss: 1.4756, grad_norm: 6.2622 2020-07-29 03:06:30,199 - mmaction - INFO - Epoch [47][2740/3757] lr: 1.000e-03, eta: 4 days, 12:51:08, time: 1.806, data_time: 0.011, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8375, loss_cls: 1.5315, loss: 1.5315, grad_norm: 6.3070 2020-07-29 03:07:09,894 - mmaction - INFO - Epoch [47][2760/3757] lr: 1.000e-03, eta: 4 days, 12:50:29, time: 1.991, data_time: 0.011, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8398, loss_cls: 1.5013, loss: 1.5013, grad_norm: 6.1846 2020-07-29 03:07:49,856 - mmaction - INFO - Epoch [47][2780/3757] lr: 1.000e-03, eta: 4 days, 12:49:51, time: 1.997, data_time: 0.008, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8234, loss_cls: 1.5553, loss: 1.5553, grad_norm: 6.2752 2020-07-29 03:08:29,215 - mmaction - INFO - Epoch [47][2800/3757] lr: 1.000e-03, eta: 4 days, 12:49:12, time: 1.967, data_time: 0.011, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8367, loss_cls: 1.5282, loss: 1.5282, grad_norm: 6.3456 2020-07-29 03:09:07,556 - mmaction - INFO - Epoch [47][2820/3757] lr: 1.000e-03, eta: 4 days, 12:48:32, time: 1.912, data_time: 0.035, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8359, loss_cls: 1.5206, loss: 1.5206, grad_norm: 6.2558 2020-07-29 03:09:47,370 - mmaction - INFO - Epoch [47][2840/3757] lr: 1.000e-03, eta: 4 days, 12:47:54, time: 1.996, data_time: 0.023, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8336, loss_cls: 1.5115, loss: 1.5115, grad_norm: 6.3181 2020-07-29 03:10:22,552 - mmaction - INFO - Epoch [47][2860/3757] lr: 1.000e-03, eta: 4 days, 12:47:10, time: 1.751, data_time: 0.029, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8281, loss_cls: 1.5739, loss: 1.5739, grad_norm: 6.3625 2020-07-29 03:11:03,905 - mmaction - INFO - Epoch [47][2880/3757] lr: 1.000e-03, eta: 4 days, 12:46:33, time: 2.075, data_time: 0.031, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8273, loss_cls: 1.5649, loss: 1.5649, grad_norm: 6.1764 2020-07-29 03:11:42,446 - mmaction - INFO - Epoch [47][2900/3757] lr: 1.000e-03, eta: 4 days, 12:45:53, time: 1.920, data_time: 0.012, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8367, loss_cls: 1.5542, loss: 1.5542, grad_norm: 6.5614 2020-07-29 03:12:21,036 - mmaction - INFO - Epoch [47][2920/3757] lr: 1.000e-03, eta: 4 days, 12:45:13, time: 1.928, data_time: 0.041, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8273, loss_cls: 1.5366, loss: 1.5366, grad_norm: 6.1986 2020-07-29 03:13:03,236 - mmaction - INFO - Epoch [47][2940/3757] lr: 1.000e-03, eta: 4 days, 12:44:38, time: 2.117, data_time: 0.085, memory: 5170, top1_acc: 0.6070, top5_acc: 0.8336, loss_cls: 1.5983, loss: 1.5983, grad_norm: 6.4855 2020-07-29 03:13:39,908 - mmaction - INFO - Epoch [47][2960/3757] lr: 1.000e-03, eta: 4 days, 12:43:56, time: 1.831, data_time: 0.084, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8430, loss_cls: 1.4926, loss: 1.4926, grad_norm: 6.2338 2020-07-29 03:14:21,431 - mmaction - INFO - Epoch [47][2980/3757] lr: 1.000e-03, eta: 4 days, 12:43:19, time: 2.076, data_time: 0.006, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8336, loss_cls: 1.5219, loss: 1.5219, grad_norm: 6.1226 2020-07-29 03:15:00,253 - mmaction - INFO - Epoch [47][3000/3757] lr: 1.000e-03, eta: 4 days, 12:42:40, time: 1.942, data_time: 0.365, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8375, loss_cls: 1.5017, loss: 1.5017, grad_norm: 6.1711 2020-07-29 03:15:39,461 - mmaction - INFO - Epoch [47][3020/3757] lr: 1.000e-03, eta: 4 days, 12:42:01, time: 1.963, data_time: 1.377, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8352, loss_cls: 1.4906, loss: 1.4906, grad_norm: 6.0665 2020-07-29 03:16:18,983 - mmaction - INFO - Epoch [47][3040/3757] lr: 1.000e-03, eta: 4 days, 12:41:22, time: 1.972, data_time: 1.400, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8375, loss_cls: 1.4824, loss: 1.4824, grad_norm: 6.2415 2020-07-29 03:16:58,467 - mmaction - INFO - Epoch [47][3060/3757] lr: 1.000e-03, eta: 4 days, 12:40:43, time: 1.975, data_time: 1.389, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.4471, loss: 1.4471, grad_norm: 6.2291 2020-07-29 03:17:34,774 - mmaction - INFO - Epoch [47][3080/3757] lr: 1.000e-03, eta: 4 days, 12:40:01, time: 1.811, data_time: 1.115, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8305, loss_cls: 1.5150, loss: 1.5150, grad_norm: 6.2920 2020-07-29 03:18:12,845 - mmaction - INFO - Epoch [47][3100/3757] lr: 1.000e-03, eta: 4 days, 12:39:20, time: 1.911, data_time: 0.261, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8328, loss_cls: 1.5745, loss: 1.5745, grad_norm: 6.4028 2020-07-29 03:18:51,100 - mmaction - INFO - Epoch [47][3120/3757] lr: 1.000e-03, eta: 4 days, 12:38:40, time: 1.905, data_time: 0.082, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8281, loss_cls: 1.5796, loss: 1.5796, grad_norm: 6.5002 2020-07-29 03:19:29,307 - mmaction - INFO - Epoch [47][3140/3757] lr: 1.000e-03, eta: 4 days, 12:38:00, time: 1.915, data_time: 0.159, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8398, loss_cls: 1.4624, loss: 1.4624, grad_norm: 6.4157 2020-07-29 03:20:10,428 - mmaction - INFO - Epoch [47][3160/3757] lr: 1.000e-03, eta: 4 days, 12:37:23, time: 2.057, data_time: 0.019, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8484, loss_cls: 1.4685, loss: 1.4685, grad_norm: 6.0368 2020-07-29 03:20:51,793 - mmaction - INFO - Epoch [47][3180/3757] lr: 1.000e-03, eta: 4 days, 12:36:46, time: 2.068, data_time: 0.049, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8414, loss_cls: 1.5016, loss: 1.5016, grad_norm: 6.2845 2020-07-29 03:21:32,825 - mmaction - INFO - Epoch [47][3200/3757] lr: 1.000e-03, eta: 4 days, 12:36:09, time: 2.049, data_time: 0.005, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8273, loss_cls: 1.6235, loss: 1.6235, grad_norm: 6.6316 2020-07-29 03:22:07,089 - mmaction - INFO - Epoch [47][3220/3757] lr: 1.000e-03, eta: 4 days, 12:35:25, time: 1.719, data_time: 0.009, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8422, loss_cls: 1.4863, loss: 1.4863, grad_norm: 6.1890 2020-07-29 03:22:48,299 - mmaction - INFO - Epoch [47][3240/3757] lr: 1.000e-03, eta: 4 days, 12:34:48, time: 2.054, data_time: 0.106, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8391, loss_cls: 1.5441, loss: 1.5441, grad_norm: 6.3220 2020-07-29 03:23:26,570 - mmaction - INFO - Epoch [47][3260/3757] lr: 1.000e-03, eta: 4 days, 12:34:08, time: 1.915, data_time: 0.010, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8234, loss_cls: 1.5904, loss: 1.5904, grad_norm: 6.4030 2020-07-29 03:24:01,949 - mmaction - INFO - Epoch [47][3280/3757] lr: 1.000e-03, eta: 4 days, 12:33:24, time: 1.774, data_time: 0.009, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8406, loss_cls: 1.5057, loss: 1.5057, grad_norm: 6.4749 2020-07-29 03:24:43,602 - mmaction - INFO - Epoch [47][3300/3757] lr: 1.000e-03, eta: 4 days, 12:32:48, time: 2.072, data_time: 0.007, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8430, loss_cls: 1.5354, loss: 1.5354, grad_norm: 6.4259 2020-07-29 03:25:22,796 - mmaction - INFO - Epoch [47][3320/3757] lr: 1.000e-03, eta: 4 days, 12:32:09, time: 1.969, data_time: 0.014, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8305, loss_cls: 1.6144, loss: 1.6144, grad_norm: 6.4942 2020-07-29 03:26:01,410 - mmaction - INFO - Epoch [47][3340/3757] lr: 1.000e-03, eta: 4 days, 12:31:29, time: 1.924, data_time: 0.026, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8297, loss_cls: 1.5255, loss: 1.5255, grad_norm: 6.1899 2020-07-29 03:26:41,039 - mmaction - INFO - Epoch [47][3360/3757] lr: 1.000e-03, eta: 4 days, 12:30:50, time: 1.988, data_time: 0.074, memory: 5170, top1_acc: 0.6000, top5_acc: 0.8250, loss_cls: 1.6151, loss: 1.6151, grad_norm: 6.3926 2020-07-29 03:27:17,150 - mmaction - INFO - Epoch [47][3380/3757] lr: 1.000e-03, eta: 4 days, 12:30:08, time: 1.803, data_time: 0.177, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8313, loss_cls: 1.5788, loss: 1.5788, grad_norm: 6.5365 2020-07-29 03:27:55,638 - mmaction - INFO - Epoch [47][3400/3757] lr: 1.000e-03, eta: 4 days, 12:29:28, time: 1.928, data_time: 0.544, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8500, loss_cls: 1.4981, loss: 1.4981, grad_norm: 6.0898 2020-07-29 03:28:34,722 - mmaction - INFO - Epoch [47][3420/3757] lr: 1.000e-03, eta: 4 days, 12:28:48, time: 1.946, data_time: 0.525, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8125, loss_cls: 1.6234, loss: 1.6234, grad_norm: 6.3402 2020-07-29 03:29:12,421 - mmaction - INFO - Epoch [47][3440/3757] lr: 1.000e-03, eta: 4 days, 12:28:08, time: 1.885, data_time: 0.770, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8445, loss_cls: 1.5017, loss: 1.5017, grad_norm: 6.3203 2020-07-29 03:29:55,366 - mmaction - INFO - Epoch [47][3460/3757] lr: 1.000e-03, eta: 4 days, 12:27:33, time: 2.152, data_time: 0.614, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8195, loss_cls: 1.6364, loss: 1.6364, grad_norm: 6.4488 2020-07-29 03:30:34,197 - mmaction - INFO - Epoch [47][3480/3757] lr: 1.000e-03, eta: 4 days, 12:26:53, time: 1.939, data_time: 0.018, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8516, loss_cls: 1.4304, loss: 1.4304, grad_norm: 6.0920 2020-07-29 03:31:12,020 - mmaction - INFO - Epoch [47][3500/3757] lr: 1.000e-03, eta: 4 days, 12:26:13, time: 1.895, data_time: 0.379, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8313, loss_cls: 1.5174, loss: 1.5174, grad_norm: 6.2037 2020-07-29 03:31:51,763 - mmaction - INFO - Epoch [47][3520/3757] lr: 1.000e-03, eta: 4 days, 12:25:34, time: 1.982, data_time: 0.100, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8539, loss_cls: 1.4959, loss: 1.4959, grad_norm: 6.3714 2020-07-29 03:32:33,290 - mmaction - INFO - Epoch [47][3540/3757] lr: 1.000e-03, eta: 4 days, 12:24:58, time: 2.082, data_time: 0.009, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8352, loss_cls: 1.5334, loss: 1.5334, grad_norm: 6.3102 2020-07-29 03:33:10,194 - mmaction - INFO - Epoch [47][3560/3757] lr: 1.000e-03, eta: 4 days, 12:24:16, time: 1.838, data_time: 0.015, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8313, loss_cls: 1.5231, loss: 1.5231, grad_norm: 6.3851 2020-07-29 03:33:47,460 - mmaction - INFO - Epoch [47][3580/3757] lr: 1.000e-03, eta: 4 days, 12:23:35, time: 1.868, data_time: 0.232, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8555, loss_cls: 1.4376, loss: 1.4376, grad_norm: 6.3353 2020-07-29 03:34:27,032 - mmaction - INFO - Epoch [47][3600/3757] lr: 1.000e-03, eta: 4 days, 12:22:56, time: 1.973, data_time: 0.276, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8273, loss_cls: 1.5881, loss: 1.5881, grad_norm: 6.5037 2020-07-29 03:35:02,037 - mmaction - INFO - Epoch [47][3620/3757] lr: 1.000e-03, eta: 4 days, 12:22:12, time: 1.758, data_time: 1.056, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8570, loss_cls: 1.3987, loss: 1.3987, grad_norm: 5.9422 2020-07-29 03:35:44,280 - mmaction - INFO - Epoch [47][3640/3757] lr: 1.000e-03, eta: 4 days, 12:21:36, time: 2.106, data_time: 1.310, memory: 5170, top1_acc: 0.6055, top5_acc: 0.8273, loss_cls: 1.5903, loss: 1.5903, grad_norm: 6.3980 2020-07-29 03:36:24,566 - mmaction - INFO - Epoch [47][3660/3757] lr: 1.000e-03, eta: 4 days, 12:20:59, time: 2.020, data_time: 1.459, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8453, loss_cls: 1.5143, loss: 1.5143, grad_norm: 6.4391 2020-07-29 03:36:58,326 - mmaction - INFO - Epoch [47][3680/3757] lr: 1.000e-03, eta: 4 days, 12:20:13, time: 1.681, data_time: 1.132, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8328, loss_cls: 1.5531, loss: 1.5531, grad_norm: 6.2696 2020-07-29 03:37:37,729 - mmaction - INFO - Epoch [47][3700/3757] lr: 1.000e-03, eta: 4 days, 12:19:34, time: 1.978, data_time: 1.383, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8453, loss_cls: 1.4800, loss: 1.4800, grad_norm: 6.2471 2020-07-29 03:38:15,654 - mmaction - INFO - Epoch [47][3720/3757] lr: 1.000e-03, eta: 4 days, 12:18:54, time: 1.894, data_time: 1.181, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8266, loss_cls: 1.6120, loss: 1.6120, grad_norm: 6.4034 2020-07-29 03:38:53,767 - mmaction - INFO - Epoch [47][3740/3757] lr: 1.000e-03, eta: 4 days, 12:18:14, time: 1.905, data_time: 1.257, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8305, loss_cls: 1.5616, loss: 1.5616, grad_norm: 6.3318 2020-07-29 03:39:19,844 - mmaction - INFO - Saving checkpoint at 47 epochs 2020-07-29 03:40:16,435 - mmaction - INFO - Epoch [48][20/3757] lr: 1.000e-03, eta: 4 days, 12:16:42, time: 2.756, data_time: 0.943, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8461, loss_cls: 1.4439, loss: 1.4439, grad_norm: 6.1278 2020-07-29 03:40:56,171 - mmaction - INFO - Epoch [48][40/3757] lr: 1.000e-03, eta: 4 days, 12:16:03, time: 1.993, data_time: 0.422, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8484, loss_cls: 1.4738, loss: 1.4738, grad_norm: 6.2672 2020-07-29 03:41:33,602 - mmaction - INFO - Epoch [48][60/3757] lr: 1.000e-03, eta: 4 days, 12:15:22, time: 1.864, data_time: 0.007, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8438, loss_cls: 1.4823, loss: 1.4823, grad_norm: 6.2674 2020-07-29 03:42:15,055 - mmaction - INFO - Epoch [48][80/3757] lr: 1.000e-03, eta: 4 days, 12:14:45, time: 2.076, data_time: 0.012, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8516, loss_cls: 1.4587, loss: 1.4587, grad_norm: 6.3481 2020-07-29 03:42:55,140 - mmaction - INFO - Epoch [48][100/3757] lr: 1.000e-03, eta: 4 days, 12:14:07, time: 2.003, data_time: 0.006, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8320, loss_cls: 1.5170, loss: 1.5170, grad_norm: 6.3753 2020-07-29 03:43:33,487 - mmaction - INFO - Epoch [48][120/3757] lr: 1.000e-03, eta: 4 days, 12:13:27, time: 1.922, data_time: 0.007, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8344, loss_cls: 1.4750, loss: 1.4750, grad_norm: 6.2089 2020-07-29 03:44:13,667 - mmaction - INFO - Epoch [48][140/3757] lr: 1.000e-03, eta: 4 days, 12:12:49, time: 1.998, data_time: 0.007, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8375, loss_cls: 1.5455, loss: 1.5455, grad_norm: 6.4742 2020-07-29 03:44:51,122 - mmaction - INFO - Epoch [48][160/3757] lr: 1.000e-03, eta: 4 days, 12:12:08, time: 1.877, data_time: 0.014, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8203, loss_cls: 1.5768, loss: 1.5768, grad_norm: 6.3134 2020-07-29 03:45:31,610 - mmaction - INFO - Epoch [48][180/3757] lr: 1.000e-03, eta: 4 days, 12:11:31, time: 2.028, data_time: 0.010, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8297, loss_cls: 1.5802, loss: 1.5802, grad_norm: 6.5302 2020-07-29 03:46:06,047 - mmaction - INFO - Epoch [48][200/3757] lr: 1.000e-03, eta: 4 days, 12:10:46, time: 1.725, data_time: 0.073, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8398, loss_cls: 1.5105, loss: 1.5105, grad_norm: 6.3117 2020-07-29 03:46:47,970 - mmaction - INFO - Epoch [48][220/3757] lr: 1.000e-03, eta: 4 days, 12:10:10, time: 2.089, data_time: 0.105, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8516, loss_cls: 1.4374, loss: 1.4374, grad_norm: 6.1585 2020-07-29 03:47:24,129 - mmaction - INFO - Epoch [48][240/3757] lr: 1.000e-03, eta: 4 days, 12:09:28, time: 1.813, data_time: 0.104, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8383, loss_cls: 1.4550, loss: 1.4550, grad_norm: 6.0708 2020-07-29 03:48:00,268 - mmaction - INFO - Epoch [48][260/3757] lr: 1.000e-03, eta: 4 days, 12:08:45, time: 1.805, data_time: 0.016, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8328, loss_cls: 1.5568, loss: 1.5568, grad_norm: 6.4143 2020-07-29 03:48:40,078 - mmaction - INFO - Epoch [48][280/3757] lr: 1.000e-03, eta: 4 days, 12:08:07, time: 1.995, data_time: 0.255, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8406, loss_cls: 1.4523, loss: 1.4523, grad_norm: 6.1757 2020-07-29 03:49:21,999 - mmaction - INFO - Epoch [48][300/3757] lr: 1.000e-03, eta: 4 days, 12:07:30, time: 2.091, data_time: 0.067, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8352, loss_cls: 1.5380, loss: 1.5380, grad_norm: 6.3521 2020-07-29 03:49:58,357 - mmaction - INFO - Epoch [48][320/3757] lr: 1.000e-03, eta: 4 days, 12:06:48, time: 1.818, data_time: 0.713, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8445, loss_cls: 1.5039, loss: 1.5039, grad_norm: 6.2661 2020-07-29 03:50:37,693 - mmaction - INFO - Epoch [48][340/3757] lr: 1.000e-03, eta: 4 days, 12:06:09, time: 1.970, data_time: 1.382, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8547, loss_cls: 1.3682, loss: 1.3682, grad_norm: 5.8917 2020-07-29 03:51:18,062 - mmaction - INFO - Epoch [48][360/3757] lr: 1.000e-03, eta: 4 days, 12:05:31, time: 2.014, data_time: 1.419, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8477, loss_cls: 1.5029, loss: 1.5029, grad_norm: 6.4210 2020-07-29 03:51:55,248 - mmaction - INFO - Epoch [48][380/3757] lr: 1.000e-03, eta: 4 days, 12:04:50, time: 1.858, data_time: 1.294, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8328, loss_cls: 1.5846, loss: 1.5846, grad_norm: 6.4492 2020-07-29 03:52:35,020 - mmaction - INFO - Epoch [48][400/3757] lr: 1.000e-03, eta: 4 days, 12:04:11, time: 1.987, data_time: 0.451, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8531, loss_cls: 1.4375, loss: 1.4375, grad_norm: 6.3145 2020-07-29 03:53:12,168 - mmaction - INFO - Epoch [48][420/3757] lr: 1.000e-03, eta: 4 days, 12:03:30, time: 1.866, data_time: 0.010, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8313, loss_cls: 1.5490, loss: 1.5490, grad_norm: 6.2239 2020-07-29 03:53:48,739 - mmaction - INFO - Epoch [48][440/3757] lr: 1.000e-03, eta: 4 days, 12:02:48, time: 1.823, data_time: 0.012, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8273, loss_cls: 1.5506, loss: 1.5506, grad_norm: 6.4159 2020-07-29 03:54:31,479 - mmaction - INFO - Epoch [48][460/3757] lr: 1.000e-03, eta: 4 days, 12:02:13, time: 2.140, data_time: 0.049, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8289, loss_cls: 1.5096, loss: 1.5096, grad_norm: 6.2655 2020-07-29 03:55:09,138 - mmaction - INFO - Epoch [48][480/3757] lr: 1.000e-03, eta: 4 days, 12:01:32, time: 1.884, data_time: 0.023, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8398, loss_cls: 1.5193, loss: 1.5193, grad_norm: 6.5469 2020-07-29 03:55:46,500 - mmaction - INFO - Epoch [48][500/3757] lr: 1.000e-03, eta: 4 days, 12:00:51, time: 1.868, data_time: 0.006, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8266, loss_cls: 1.5563, loss: 1.5563, grad_norm: 6.2941 2020-07-29 03:56:24,177 - mmaction - INFO - Epoch [48][520/3757] lr: 1.000e-03, eta: 4 days, 12:00:10, time: 1.883, data_time: 0.660, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8313, loss_cls: 1.5587, loss: 1.5587, grad_norm: 6.5058 2020-07-29 03:57:07,414 - mmaction - INFO - Epoch [48][540/3757] lr: 1.000e-03, eta: 4 days, 11:59:36, time: 2.163, data_time: 0.590, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8469, loss_cls: 1.4638, loss: 1.4638, grad_norm: 6.3740 2020-07-29 03:57:48,537 - mmaction - INFO - Epoch [48][560/3757] lr: 1.000e-03, eta: 4 days, 11:58:59, time: 2.055, data_time: 0.196, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8461, loss_cls: 1.4344, loss: 1.4344, grad_norm: 6.2391 2020-07-29 03:58:27,373 - mmaction - INFO - Epoch [48][580/3757] lr: 1.000e-03, eta: 4 days, 11:58:19, time: 1.943, data_time: 0.004, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8164, loss_cls: 1.6025, loss: 1.6025, grad_norm: 6.3916 2020-07-29 03:59:04,116 - mmaction - INFO - Epoch [48][600/3757] lr: 1.000e-03, eta: 4 days, 11:57:37, time: 1.828, data_time: 0.008, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8484, loss_cls: 1.5099, loss: 1.5099, grad_norm: 6.2863 2020-07-29 03:59:41,656 - mmaction - INFO - Epoch [48][620/3757] lr: 1.000e-03, eta: 4 days, 11:56:56, time: 1.886, data_time: 0.011, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8484, loss_cls: 1.4787, loss: 1.4787, grad_norm: 6.3660 2020-07-29 04:00:22,434 - mmaction - INFO - Epoch [48][640/3757] lr: 1.000e-03, eta: 4 days, 11:56:18, time: 1.991, data_time: 0.009, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8336, loss_cls: 1.5274, loss: 1.5274, grad_norm: 6.3300 2020-07-29 04:00:55,691 - mmaction - INFO - Epoch [48][660/3757] lr: 1.000e-03, eta: 4 days, 11:55:33, time: 1.709, data_time: 0.069, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8438, loss_cls: 1.4988, loss: 1.4988, grad_norm: 6.2094 2020-07-29 04:01:35,330 - mmaction - INFO - Epoch [48][680/3757] lr: 1.000e-03, eta: 4 days, 11:54:54, time: 1.975, data_time: 0.025, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8297, loss_cls: 1.4987, loss: 1.4987, grad_norm: 6.2471 2020-07-29 04:02:14,504 - mmaction - INFO - Epoch [48][700/3757] lr: 1.000e-03, eta: 4 days, 11:54:16, time: 1.967, data_time: 0.011, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8406, loss_cls: 1.5243, loss: 1.5243, grad_norm: 6.3378 2020-07-29 04:02:50,135 - mmaction - INFO - Epoch [48][720/3757] lr: 1.000e-03, eta: 4 days, 11:53:32, time: 1.776, data_time: 0.003, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8586, loss_cls: 1.3598, loss: 1.3598, grad_norm: 5.9233 2020-07-29 04:03:30,226 - mmaction - INFO - Epoch [48][740/3757] lr: 1.000e-03, eta: 4 days, 11:52:54, time: 2.009, data_time: 0.009, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8344, loss_cls: 1.5279, loss: 1.5279, grad_norm: 6.3615 2020-07-29 04:04:09,903 - mmaction - INFO - Epoch [48][760/3757] lr: 1.000e-03, eta: 4 days, 11:52:16, time: 1.984, data_time: 0.009, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8484, loss_cls: 1.4586, loss: 1.4586, grad_norm: 5.9996 2020-07-29 04:04:48,013 - mmaction - INFO - Epoch [48][780/3757] lr: 1.000e-03, eta: 4 days, 11:51:35, time: 1.906, data_time: 0.004, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8422, loss_cls: 1.4486, loss: 1.4486, grad_norm: 6.3004 2020-07-29 04:05:28,427 - mmaction - INFO - Epoch [48][800/3757] lr: 1.000e-03, eta: 4 days, 11:50:58, time: 2.017, data_time: 0.856, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8258, loss_cls: 1.5574, loss: 1.5574, grad_norm: 6.4813 2020-07-29 04:06:07,404 - mmaction - INFO - Epoch [48][820/3757] lr: 1.000e-03, eta: 4 days, 11:50:18, time: 1.953, data_time: 1.321, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8383, loss_cls: 1.5078, loss: 1.5078, grad_norm: 6.2993 2020-07-29 04:06:46,621 - mmaction - INFO - Epoch [48][840/3757] lr: 1.000e-03, eta: 4 days, 11:49:39, time: 1.953, data_time: 1.314, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8305, loss_cls: 1.5159, loss: 1.5159, grad_norm: 6.3707 2020-07-29 04:07:25,567 - mmaction - INFO - Epoch [48][860/3757] lr: 1.000e-03, eta: 4 days, 11:49:00, time: 1.955, data_time: 1.389, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8422, loss_cls: 1.5312, loss: 1.5312, grad_norm: 6.4148 2020-07-29 04:08:01,544 - mmaction - INFO - Epoch [48][880/3757] lr: 1.000e-03, eta: 4 days, 11:48:17, time: 1.789, data_time: 1.208, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8469, loss_cls: 1.5034, loss: 1.5034, grad_norm: 6.4072 2020-07-29 04:08:41,943 - mmaction - INFO - Epoch [48][900/3757] lr: 1.000e-03, eta: 4 days, 11:47:39, time: 2.029, data_time: 1.471, memory: 5170, top1_acc: 0.6008, top5_acc: 0.8203, loss_cls: 1.6256, loss: 1.6256, grad_norm: 6.5238 2020-07-29 04:09:22,738 - mmaction - INFO - Epoch [48][920/3757] lr: 1.000e-03, eta: 4 days, 11:47:02, time: 2.041, data_time: 1.483, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8484, loss_cls: 1.4642, loss: 1.4642, grad_norm: 6.2368 2020-07-29 04:10:01,807 - mmaction - INFO - Epoch [48][940/3757] lr: 1.000e-03, eta: 4 days, 11:46:23, time: 1.952, data_time: 0.620, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8398, loss_cls: 1.5482, loss: 1.5482, grad_norm: 6.3655 2020-07-29 04:10:36,126 - mmaction - INFO - Epoch [48][960/3757] lr: 1.000e-03, eta: 4 days, 11:45:38, time: 1.716, data_time: 0.997, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8438, loss_cls: 1.4920, loss: 1.4920, grad_norm: 6.1345 2020-07-29 04:11:13,911 - mmaction - INFO - Epoch [48][980/3757] lr: 1.000e-03, eta: 4 days, 11:44:57, time: 1.879, data_time: 0.840, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8352, loss_cls: 1.5106, loss: 1.5106, grad_norm: 6.3586 2020-07-29 04:11:51,902 - mmaction - INFO - Epoch [48][1000/3757] lr: 1.000e-03, eta: 4 days, 11:44:17, time: 1.911, data_time: 0.104, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8430, loss_cls: 1.5219, loss: 1.5219, grad_norm: 6.4190 2020-07-29 04:12:30,849 - mmaction - INFO - Epoch [48][1020/3757] lr: 1.000e-03, eta: 4 days, 11:43:38, time: 1.942, data_time: 0.153, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8320, loss_cls: 1.4902, loss: 1.4902, grad_norm: 6.0699 2020-07-29 04:13:13,616 - mmaction - INFO - Epoch [48][1040/3757] lr: 1.000e-03, eta: 4 days, 11:43:03, time: 2.143, data_time: 0.406, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8242, loss_cls: 1.5413, loss: 1.5413, grad_norm: 6.3133 2020-07-29 04:13:53,207 - mmaction - INFO - Epoch [48][1060/3757] lr: 1.000e-03, eta: 4 days, 11:42:24, time: 1.974, data_time: 0.009, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8391, loss_cls: 1.4461, loss: 1.4461, grad_norm: 6.1758 2020-07-29 04:14:33,277 - mmaction - INFO - Epoch [48][1080/3757] lr: 1.000e-03, eta: 4 days, 11:41:46, time: 2.009, data_time: 0.010, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8430, loss_cls: 1.5014, loss: 1.5014, grad_norm: 6.2231 2020-07-29 04:15:13,103 - mmaction - INFO - Epoch [48][1100/3757] lr: 1.000e-03, eta: 4 days, 11:41:07, time: 1.984, data_time: 0.008, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8414, loss_cls: 1.4557, loss: 1.4557, grad_norm: 6.2376 2020-07-29 04:15:45,217 - mmaction - INFO - Epoch [48][1120/3757] lr: 1.000e-03, eta: 4 days, 11:40:20, time: 1.614, data_time: 0.105, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8250, loss_cls: 1.5337, loss: 1.5337, grad_norm: 6.4358 2020-07-29 04:16:30,637 - mmaction - INFO - Epoch [48][1140/3757] lr: 1.000e-03, eta: 4 days, 11:39:48, time: 2.262, data_time: 0.068, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8438, loss_cls: 1.5620, loss: 1.5620, grad_norm: 6.6543 2020-07-29 04:17:12,020 - mmaction - INFO - Epoch [48][1160/3757] lr: 1.000e-03, eta: 4 days, 11:39:11, time: 2.074, data_time: 0.011, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8477, loss_cls: 1.4654, loss: 1.4654, grad_norm: 6.3023 2020-07-29 04:17:46,692 - mmaction - INFO - Epoch [48][1180/3757] lr: 1.000e-03, eta: 4 days, 11:38:27, time: 1.728, data_time: 0.033, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8406, loss_cls: 1.5013, loss: 1.5013, grad_norm: 6.2045 2020-07-29 04:18:27,871 - mmaction - INFO - Epoch [48][1200/3757] lr: 1.000e-03, eta: 4 days, 11:37:50, time: 2.062, data_time: 0.012, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8539, loss_cls: 1.4394, loss: 1.4394, grad_norm: 6.3441 2020-07-29 04:19:07,502 - mmaction - INFO - Epoch [48][1220/3757] lr: 1.000e-03, eta: 4 days, 11:37:12, time: 1.987, data_time: 0.009, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8234, loss_cls: 1.5668, loss: 1.5668, grad_norm: 6.5643 2020-07-29 04:19:44,692 - mmaction - INFO - Epoch [48][1240/3757] lr: 1.000e-03, eta: 4 days, 11:36:31, time: 1.859, data_time: 0.010, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8438, loss_cls: 1.4288, loss: 1.4288, grad_norm: 6.3014 2020-07-29 04:20:22,101 - mmaction - INFO - Epoch [48][1260/3757] lr: 1.000e-03, eta: 4 days, 11:35:49, time: 1.869, data_time: 0.005, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8438, loss_cls: 1.4783, loss: 1.4783, grad_norm: 6.3211 2020-07-29 04:21:03,034 - mmaction - INFO - Epoch [48][1280/3757] lr: 1.000e-03, eta: 4 days, 11:35:12, time: 2.049, data_time: 0.008, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8477, loss_cls: 1.4768, loss: 1.4768, grad_norm: 6.2912 2020-07-29 04:21:40,140 - mmaction - INFO - Epoch [48][1300/3757] lr: 1.000e-03, eta: 4 days, 11:34:31, time: 1.855, data_time: 0.009, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8336, loss_cls: 1.5691, loss: 1.5691, grad_norm: 6.6197 2020-07-29 04:22:17,826 - mmaction - INFO - Epoch [48][1320/3757] lr: 1.000e-03, eta: 4 days, 11:33:50, time: 1.878, data_time: 0.004, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8461, loss_cls: 1.5071, loss: 1.5071, grad_norm: 6.4361 2020-07-29 04:22:58,554 - mmaction - INFO - Epoch [48][1340/3757] lr: 1.000e-03, eta: 4 days, 11:33:13, time: 2.043, data_time: 0.010, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8383, loss_cls: 1.5029, loss: 1.5029, grad_norm: 6.3311 2020-07-29 04:23:41,473 - mmaction - INFO - Epoch [48][1360/3757] lr: 1.000e-03, eta: 4 days, 11:32:38, time: 2.139, data_time: 0.010, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8125, loss_cls: 1.6119, loss: 1.6119, grad_norm: 6.3854 2020-07-29 04:24:17,270 - mmaction - INFO - Epoch [48][1380/3757] lr: 1.000e-03, eta: 4 days, 11:31:55, time: 1.791, data_time: 0.012, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8391, loss_cls: 1.5403, loss: 1.5403, grad_norm: 6.3339 2020-07-29 04:24:56,966 - mmaction - INFO - Epoch [48][1400/3757] lr: 1.000e-03, eta: 4 days, 11:31:16, time: 1.992, data_time: 0.011, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8250, loss_cls: 1.5250, loss: 1.5250, grad_norm: 6.2819 2020-07-29 04:25:38,913 - mmaction - INFO - Epoch [48][1420/3757] lr: 1.000e-03, eta: 4 days, 11:30:40, time: 2.088, data_time: 0.006, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8430, loss_cls: 1.4991, loss: 1.4991, grad_norm: 6.3903 2020-07-29 04:26:16,061 - mmaction - INFO - Epoch [48][1440/3757] lr: 1.000e-03, eta: 4 days, 11:29:59, time: 1.864, data_time: 0.012, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8289, loss_cls: 1.6080, loss: 1.6080, grad_norm: 6.5012 2020-07-29 04:26:57,328 - mmaction - INFO - Epoch [48][1460/3757] lr: 1.000e-03, eta: 4 days, 11:29:22, time: 2.057, data_time: 0.021, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8289, loss_cls: 1.5355, loss: 1.5355, grad_norm: 6.6200 2020-07-29 04:27:34,266 - mmaction - INFO - Epoch [48][1480/3757] lr: 1.000e-03, eta: 4 days, 11:28:40, time: 1.854, data_time: 0.010, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8531, loss_cls: 1.4826, loss: 1.4826, grad_norm: 6.4520 2020-07-29 04:28:14,720 - mmaction - INFO - Epoch [48][1500/3757] lr: 1.000e-03, eta: 4 days, 11:28:03, time: 2.018, data_time: 0.008, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8297, loss_cls: 1.5110, loss: 1.5110, grad_norm: 6.2710 2020-07-29 04:28:54,402 - mmaction - INFO - Epoch [48][1520/3757] lr: 1.000e-03, eta: 4 days, 11:27:24, time: 1.983, data_time: 0.037, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8367, loss_cls: 1.5102, loss: 1.5102, grad_norm: 6.0809 2020-07-29 04:29:32,469 - mmaction - INFO - Epoch [48][1540/3757] lr: 1.000e-03, eta: 4 days, 11:26:44, time: 1.910, data_time: 0.010, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8133, loss_cls: 1.5438, loss: 1.5438, grad_norm: 6.4276 2020-07-29 04:30:10,433 - mmaction - INFO - Epoch [48][1560/3757] lr: 1.000e-03, eta: 4 days, 11:26:03, time: 1.897, data_time: 0.008, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8484, loss_cls: 1.4770, loss: 1.4770, grad_norm: 6.3280 2020-07-29 04:30:52,188 - mmaction - INFO - Epoch [48][1580/3757] lr: 1.000e-03, eta: 4 days, 11:25:27, time: 2.088, data_time: 0.003, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8313, loss_cls: 1.5320, loss: 1.5320, grad_norm: 6.3998 2020-07-29 04:31:32,373 - mmaction - INFO - Epoch [48][1600/3757] lr: 1.000e-03, eta: 4 days, 11:24:49, time: 2.006, data_time: 0.009, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8367, loss_cls: 1.5138, loss: 1.5138, grad_norm: 6.1885 2020-07-29 04:32:10,948 - mmaction - INFO - Epoch [48][1620/3757] lr: 1.000e-03, eta: 4 days, 11:24:09, time: 1.929, data_time: 0.010, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8352, loss_cls: 1.5071, loss: 1.5071, grad_norm: 6.2309 2020-07-29 04:32:47,189 - mmaction - INFO - Epoch [48][1640/3757] lr: 1.000e-03, eta: 4 days, 11:23:27, time: 1.808, data_time: 0.008, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8344, loss_cls: 1.5833, loss: 1.5833, grad_norm: 6.5331 2020-07-29 04:33:27,531 - mmaction - INFO - Epoch [48][1660/3757] lr: 1.000e-03, eta: 4 days, 11:22:49, time: 2.024, data_time: 0.010, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8125, loss_cls: 1.6380, loss: 1.6380, grad_norm: 6.3630 2020-07-29 04:34:02,126 - mmaction - INFO - Epoch [48][1680/3757] lr: 1.000e-03, eta: 4 days, 11:22:05, time: 1.722, data_time: 0.012, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8398, loss_cls: 1.4881, loss: 1.4881, grad_norm: 6.2941 2020-07-29 04:34:46,892 - mmaction - INFO - Epoch [48][1700/3757] lr: 1.000e-03, eta: 4 days, 11:21:32, time: 2.245, data_time: 0.697, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8414, loss_cls: 1.5257, loss: 1.5257, grad_norm: 6.5106 2020-07-29 04:35:25,098 - mmaction - INFO - Epoch [48][1720/3757] lr: 1.000e-03, eta: 4 days, 11:20:51, time: 1.905, data_time: 0.044, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8484, loss_cls: 1.4801, loss: 1.4801, grad_norm: 6.2604 2020-07-29 04:36:03,509 - mmaction - INFO - Epoch [48][1740/3757] lr: 1.000e-03, eta: 4 days, 11:20:12, time: 1.928, data_time: 0.010, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8383, loss_cls: 1.5043, loss: 1.5043, grad_norm: 6.2685 2020-07-29 04:36:47,139 - mmaction - INFO - Epoch [48][1760/3757] lr: 1.000e-03, eta: 4 days, 11:19:37, time: 2.180, data_time: 0.007, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8391, loss_cls: 1.5208, loss: 1.5208, grad_norm: 6.4060 2020-07-29 04:37:24,906 - mmaction - INFO - Epoch [48][1780/3757] lr: 1.000e-03, eta: 4 days, 11:18:57, time: 1.887, data_time: 0.004, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8367, loss_cls: 1.5478, loss: 1.5478, grad_norm: 6.2273 2020-07-29 04:38:00,058 - mmaction - INFO - Epoch [48][1800/3757] lr: 1.000e-03, eta: 4 days, 11:18:13, time: 1.753, data_time: 0.129, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8320, loss_cls: 1.5539, loss: 1.5539, grad_norm: 6.4168 2020-07-29 04:38:39,370 - mmaction - INFO - Epoch [48][1820/3757] lr: 1.000e-03, eta: 4 days, 11:17:34, time: 1.971, data_time: 0.081, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8391, loss_cls: 1.5481, loss: 1.5481, grad_norm: 6.4152 2020-07-29 04:39:21,187 - mmaction - INFO - Epoch [48][1840/3757] lr: 1.000e-03, eta: 4 days, 11:16:58, time: 2.085, data_time: 0.132, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8320, loss_cls: 1.5733, loss: 1.5733, grad_norm: 6.4619 2020-07-29 04:40:00,427 - mmaction - INFO - Epoch [48][1860/3757] lr: 1.000e-03, eta: 4 days, 11:16:19, time: 1.970, data_time: 0.705, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8555, loss_cls: 1.4477, loss: 1.4477, grad_norm: 6.1989 2020-07-29 04:40:38,873 - mmaction - INFO - Epoch [48][1880/3757] lr: 1.000e-03, eta: 4 days, 11:15:39, time: 1.913, data_time: 0.823, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8273, loss_cls: 1.5337, loss: 1.5337, grad_norm: 6.4094 2020-07-29 04:41:21,104 - mmaction - INFO - Epoch [48][1900/3757] lr: 1.000e-03, eta: 4 days, 11:15:03, time: 2.121, data_time: 0.070, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8375, loss_cls: 1.5477, loss: 1.5477, grad_norm: 6.4655 2020-07-29 04:41:56,341 - mmaction - INFO - Epoch [48][1920/3757] lr: 1.000e-03, eta: 4 days, 11:14:20, time: 1.762, data_time: 0.012, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8367, loss_cls: 1.5827, loss: 1.5827, grad_norm: 6.4088 2020-07-29 04:42:36,003 - mmaction - INFO - Epoch [48][1940/3757] lr: 1.000e-03, eta: 4 days, 11:13:41, time: 1.975, data_time: 0.008, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8305, loss_cls: 1.5008, loss: 1.5008, grad_norm: 6.1002 2020-07-29 04:43:17,175 - mmaction - INFO - Epoch [48][1960/3757] lr: 1.000e-03, eta: 4 days, 11:13:04, time: 2.066, data_time: 0.010, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8367, loss_cls: 1.5475, loss: 1.5475, grad_norm: 6.5049 2020-07-29 04:43:54,767 - mmaction - INFO - Epoch [48][1980/3757] lr: 1.000e-03, eta: 4 days, 11:12:23, time: 1.871, data_time: 0.007, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8414, loss_cls: 1.5973, loss: 1.5973, grad_norm: 6.4881 2020-07-29 04:44:31,078 - mmaction - INFO - Epoch [48][2000/3757] lr: 1.000e-03, eta: 4 days, 11:11:41, time: 1.823, data_time: 0.011, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8359, loss_cls: 1.4854, loss: 1.4854, grad_norm: 6.3304 2020-07-29 04:45:12,000 - mmaction - INFO - Epoch [48][2020/3757] lr: 1.000e-03, eta: 4 days, 11:11:04, time: 2.041, data_time: 0.008, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8477, loss_cls: 1.4679, loss: 1.4679, grad_norm: 6.4558 2020-07-29 04:45:51,938 - mmaction - INFO - Epoch [48][2040/3757] lr: 1.000e-03, eta: 4 days, 11:10:26, time: 2.003, data_time: 0.362, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8367, loss_cls: 1.5279, loss: 1.5279, grad_norm: 6.4881 2020-07-29 04:46:31,936 - mmaction - INFO - Epoch [48][2060/3757] lr: 1.000e-03, eta: 4 days, 11:09:47, time: 1.995, data_time: 1.328, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8469, loss_cls: 1.5106, loss: 1.5106, grad_norm: 6.4189 2020-07-29 04:47:10,999 - mmaction - INFO - Epoch [48][2080/3757] lr: 1.000e-03, eta: 4 days, 11:09:08, time: 1.958, data_time: 1.351, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8219, loss_cls: 1.6045, loss: 1.6045, grad_norm: 6.4379 2020-07-29 04:47:51,268 - mmaction - INFO - Epoch [48][2100/3757] lr: 1.000e-03, eta: 4 days, 11:08:30, time: 2.013, data_time: 0.486, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8320, loss_cls: 1.6103, loss: 1.6103, grad_norm: 6.4702 2020-07-29 04:48:25,968 - mmaction - INFO - Epoch [48][2120/3757] lr: 1.000e-03, eta: 4 days, 11:07:46, time: 1.735, data_time: 0.574, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8484, loss_cls: 1.4570, loss: 1.4570, grad_norm: 6.2295 2020-07-29 04:49:05,682 - mmaction - INFO - Epoch [48][2140/3757] lr: 1.000e-03, eta: 4 days, 11:07:07, time: 1.978, data_time: 0.295, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8508, loss_cls: 1.4518, loss: 1.4518, grad_norm: 6.0728 2020-07-29 04:49:44,756 - mmaction - INFO - Epoch [48][2160/3757] lr: 1.000e-03, eta: 4 days, 11:06:28, time: 1.960, data_time: 0.011, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8266, loss_cls: 1.5377, loss: 1.5377, grad_norm: 6.2728 2020-07-29 04:50:23,535 - mmaction - INFO - Epoch [48][2180/3757] lr: 1.000e-03, eta: 4 days, 11:05:49, time: 1.931, data_time: 0.009, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8445, loss_cls: 1.5014, loss: 1.5014, grad_norm: 6.3496 2020-07-29 04:51:04,521 - mmaction - INFO - Epoch [48][2200/3757] lr: 1.000e-03, eta: 4 days, 11:05:12, time: 2.057, data_time: 0.012, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8438, loss_cls: 1.5103, loss: 1.5103, grad_norm: 6.4414 2020-07-29 04:51:46,082 - mmaction - INFO - Epoch [48][2220/3757] lr: 1.000e-03, eta: 4 days, 11:04:35, time: 2.074, data_time: 0.009, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8328, loss_cls: 1.5590, loss: 1.5590, grad_norm: 6.6624 2020-07-29 04:52:21,121 - mmaction - INFO - Epoch [48][2240/3757] lr: 1.000e-03, eta: 4 days, 11:03:51, time: 1.752, data_time: 0.009, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8383, loss_cls: 1.5291, loss: 1.5291, grad_norm: 6.4163 2020-07-29 04:53:03,913 - mmaction - INFO - Epoch [48][2260/3757] lr: 1.000e-03, eta: 4 days, 11:03:16, time: 2.144, data_time: 0.015, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8367, loss_cls: 1.5230, loss: 1.5230, grad_norm: 6.5611 2020-07-29 04:53:42,298 - mmaction - INFO - Epoch [48][2280/3757] lr: 1.000e-03, eta: 4 days, 11:02:36, time: 1.920, data_time: 0.009, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8305, loss_cls: 1.5551, loss: 1.5551, grad_norm: 6.5748 2020-07-29 04:54:25,767 - mmaction - INFO - Epoch [48][2300/3757] lr: 1.000e-03, eta: 4 days, 11:02:02, time: 2.169, data_time: 0.003, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8320, loss_cls: 1.5919, loss: 1.5919, grad_norm: 6.5682 2020-07-29 04:55:00,426 - mmaction - INFO - Epoch [48][2320/3757] lr: 1.000e-03, eta: 4 days, 11:01:18, time: 1.739, data_time: 0.010, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8273, loss_cls: 1.5444, loss: 1.5444, grad_norm: 6.3110 2020-07-29 04:55:37,484 - mmaction - INFO - Epoch [48][2340/3757] lr: 1.000e-03, eta: 4 days, 11:00:36, time: 1.853, data_time: 0.009, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8203, loss_cls: 1.6004, loss: 1.6004, grad_norm: 6.6206 2020-07-29 04:56:19,055 - mmaction - INFO - Epoch [48][2360/3757] lr: 1.000e-03, eta: 4 days, 11:00:00, time: 2.077, data_time: 0.639, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8445, loss_cls: 1.4815, loss: 1.4815, grad_norm: 6.3257 2020-07-29 04:56:57,843 - mmaction - INFO - Epoch [48][2380/3757] lr: 1.000e-03, eta: 4 days, 10:59:20, time: 1.940, data_time: 0.098, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8266, loss_cls: 1.5137, loss: 1.5137, grad_norm: 6.3554 2020-07-29 04:57:38,541 - mmaction - INFO - Epoch [48][2400/3757] lr: 1.000e-03, eta: 4 days, 10:58:43, time: 2.031, data_time: 0.534, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8367, loss_cls: 1.5113, loss: 1.5113, grad_norm: 6.4291 2020-07-29 04:58:18,706 - mmaction - INFO - Epoch [48][2420/3757] lr: 1.000e-03, eta: 4 days, 10:58:05, time: 2.010, data_time: 1.218, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8328, loss_cls: 1.6076, loss: 1.6076, grad_norm: 6.5556 2020-07-29 04:58:54,761 - mmaction - INFO - Epoch [48][2440/3757] lr: 1.000e-03, eta: 4 days, 10:57:22, time: 1.801, data_time: 0.826, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8211, loss_cls: 1.5324, loss: 1.5324, grad_norm: 6.2947 2020-07-29 04:59:35,936 - mmaction - INFO - Epoch [48][2460/3757] lr: 1.000e-03, eta: 4 days, 10:56:45, time: 2.061, data_time: 0.008, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8414, loss_cls: 1.4889, loss: 1.4889, grad_norm: 6.1943 2020-07-29 05:00:12,447 - mmaction - INFO - Epoch [48][2480/3757] lr: 1.000e-03, eta: 4 days, 10:56:03, time: 1.811, data_time: 0.006, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8406, loss_cls: 1.4965, loss: 1.4965, grad_norm: 6.2358 2020-07-29 05:00:55,887 - mmaction - INFO - Epoch [48][2500/3757] lr: 1.000e-03, eta: 4 days, 10:55:29, time: 2.186, data_time: 0.594, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8313, loss_cls: 1.5390, loss: 1.5390, grad_norm: 6.3056 2020-07-29 05:01:34,999 - mmaction - INFO - Epoch [48][2520/3757] lr: 1.000e-03, eta: 4 days, 10:54:49, time: 1.951, data_time: 0.097, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8234, loss_cls: 1.5682, loss: 1.5682, grad_norm: 6.4934 2020-07-29 05:02:14,251 - mmaction - INFO - Epoch [48][2540/3757] lr: 1.000e-03, eta: 4 days, 10:54:10, time: 1.966, data_time: 0.054, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8453, loss_cls: 1.5364, loss: 1.5364, grad_norm: 6.4790 2020-07-29 05:02:51,646 - mmaction - INFO - Epoch [48][2560/3757] lr: 1.000e-03, eta: 4 days, 10:53:29, time: 1.866, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8633, loss_cls: 1.4037, loss: 1.4037, grad_norm: 6.1762 2020-07-29 05:03:31,324 - mmaction - INFO - Epoch [48][2580/3757] lr: 1.000e-03, eta: 4 days, 10:52:51, time: 1.982, data_time: 0.311, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8508, loss_cls: 1.4980, loss: 1.4980, grad_norm: 6.4368 2020-07-29 05:04:09,282 - mmaction - INFO - Epoch [48][2600/3757] lr: 1.000e-03, eta: 4 days, 10:52:10, time: 1.904, data_time: 0.707, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8422, loss_cls: 1.5066, loss: 1.5066, grad_norm: 6.3445 2020-07-29 05:04:50,558 - mmaction - INFO - Epoch [48][2620/3757] lr: 1.000e-03, eta: 4 days, 10:51:34, time: 2.064, data_time: 1.480, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8227, loss_cls: 1.5607, loss: 1.5607, grad_norm: 6.4263 2020-07-29 05:05:29,064 - mmaction - INFO - Epoch [48][2640/3757] lr: 1.000e-03, eta: 4 days, 10:50:54, time: 1.920, data_time: 1.313, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8305, loss_cls: 1.4888, loss: 1.4888, grad_norm: 6.2178 2020-07-29 05:06:08,713 - mmaction - INFO - Epoch [48][2660/3757] lr: 1.000e-03, eta: 4 days, 10:50:15, time: 1.980, data_time: 0.862, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8484, loss_cls: 1.4496, loss: 1.4496, grad_norm: 6.3308 2020-07-29 05:06:50,661 - mmaction - INFO - Epoch [48][2680/3757] lr: 1.000e-03, eta: 4 days, 10:49:39, time: 2.106, data_time: 0.095, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8461, loss_cls: 1.4570, loss: 1.4570, grad_norm: 6.4578 2020-07-29 05:07:30,892 - mmaction - INFO - Epoch [48][2700/3757] lr: 1.000e-03, eta: 4 days, 10:49:01, time: 2.007, data_time: 0.159, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8523, loss_cls: 1.4534, loss: 1.4534, grad_norm: 6.2582 2020-07-29 05:08:07,427 - mmaction - INFO - Epoch [48][2720/3757] lr: 1.000e-03, eta: 4 days, 10:48:19, time: 1.830, data_time: 0.596, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8352, loss_cls: 1.5284, loss: 1.5284, grad_norm: 6.3734 2020-07-29 05:08:48,717 - mmaction - INFO - Epoch [48][2740/3757] lr: 1.000e-03, eta: 4 days, 10:47:42, time: 2.066, data_time: 0.894, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8359, loss_cls: 1.5290, loss: 1.5290, grad_norm: 6.4436 2020-07-29 05:09:25,887 - mmaction - INFO - Epoch [48][2760/3757] lr: 1.000e-03, eta: 4 days, 10:47:01, time: 1.858, data_time: 1.023, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8328, loss_cls: 1.5083, loss: 1.5083, grad_norm: 6.2732 2020-07-29 05:10:05,032 - mmaction - INFO - Epoch [48][2780/3757] lr: 1.000e-03, eta: 4 days, 10:46:22, time: 1.957, data_time: 1.099, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8344, loss_cls: 1.5079, loss: 1.5079, grad_norm: 6.3130 2020-07-29 05:10:43,906 - mmaction - INFO - Epoch [48][2800/3757] lr: 1.000e-03, eta: 4 days, 10:45:42, time: 1.944, data_time: 1.296, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8250, loss_cls: 1.5538, loss: 1.5538, grad_norm: 6.4009 2020-07-29 05:11:22,132 - mmaction - INFO - Epoch [48][2820/3757] lr: 1.000e-03, eta: 4 days, 10:45:02, time: 1.907, data_time: 0.960, memory: 5170, top1_acc: 0.6109, top5_acc: 0.8180, loss_cls: 1.5824, loss: 1.5824, grad_norm: 6.5731 2020-07-29 05:12:00,708 - mmaction - INFO - Epoch [48][2840/3757] lr: 1.000e-03, eta: 4 days, 10:44:22, time: 1.931, data_time: 0.098, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8359, loss_cls: 1.5091, loss: 1.5091, grad_norm: 6.2323 2020-07-29 05:12:42,208 - mmaction - INFO - Epoch [48][2860/3757] lr: 1.000e-03, eta: 4 days, 10:43:46, time: 2.071, data_time: 0.008, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8398, loss_cls: 1.5281, loss: 1.5281, grad_norm: 6.4890 2020-07-29 05:13:16,866 - mmaction - INFO - Epoch [48][2880/3757] lr: 1.000e-03, eta: 4 days, 10:43:02, time: 1.738, data_time: 0.064, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8227, loss_cls: 1.5834, loss: 1.5834, grad_norm: 6.6558 2020-07-29 05:14:00,575 - mmaction - INFO - Epoch [48][2900/3757] lr: 1.000e-03, eta: 4 days, 10:42:27, time: 2.180, data_time: 0.215, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8422, loss_cls: 1.5600, loss: 1.5600, grad_norm: 6.4791 2020-07-29 05:14:37,885 - mmaction - INFO - Epoch [48][2920/3757] lr: 1.000e-03, eta: 4 days, 10:41:46, time: 1.871, data_time: 0.142, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8469, loss_cls: 1.4516, loss: 1.4516, grad_norm: 6.2232 2020-07-29 05:15:19,378 - mmaction - INFO - Epoch [48][2940/3757] lr: 1.000e-03, eta: 4 days, 10:41:10, time: 2.069, data_time: 0.091, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8375, loss_cls: 1.5640, loss: 1.5640, grad_norm: 6.4918 2020-07-29 05:15:58,139 - mmaction - INFO - Epoch [48][2960/3757] lr: 1.000e-03, eta: 4 days, 10:40:30, time: 1.944, data_time: 0.139, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8383, loss_cls: 1.4974, loss: 1.4974, grad_norm: 6.3483 2020-07-29 05:16:40,295 - mmaction - INFO - Epoch [48][2980/3757] lr: 1.000e-03, eta: 4 days, 10:39:54, time: 2.099, data_time: 1.236, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8320, loss_cls: 1.6114, loss: 1.6114, grad_norm: 6.5660 2020-07-29 05:17:17,603 - mmaction - INFO - Epoch [48][3000/3757] lr: 1.000e-03, eta: 4 days, 10:39:13, time: 1.873, data_time: 0.858, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8391, loss_cls: 1.5104, loss: 1.5104, grad_norm: 6.4058 2020-07-29 05:17:55,736 - mmaction - INFO - Epoch [48][3020/3757] lr: 1.000e-03, eta: 4 days, 10:38:33, time: 1.909, data_time: 0.089, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8313, loss_cls: 1.5665, loss: 1.5665, grad_norm: 6.6164 2020-07-29 05:18:34,953 - mmaction - INFO - Epoch [48][3040/3757] lr: 1.000e-03, eta: 4 days, 10:37:53, time: 1.952, data_time: 0.189, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8414, loss_cls: 1.4952, loss: 1.4952, grad_norm: 6.1416 2020-07-29 05:19:14,067 - mmaction - INFO - Epoch [48][3060/3757] lr: 1.000e-03, eta: 4 days, 10:37:14, time: 1.963, data_time: 0.100, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8461, loss_cls: 1.4317, loss: 1.4317, grad_norm: 6.2220 2020-07-29 05:19:53,588 - mmaction - INFO - Epoch [48][3080/3757] lr: 1.000e-03, eta: 4 days, 10:36:36, time: 1.972, data_time: 0.079, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8367, loss_cls: 1.4860, loss: 1.4860, grad_norm: 6.4489 2020-07-29 05:20:35,235 - mmaction - INFO - Epoch [48][3100/3757] lr: 1.000e-03, eta: 4 days, 10:35:59, time: 2.087, data_time: 0.073, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8297, loss_cls: 1.5441, loss: 1.5441, grad_norm: 6.4709 2020-07-29 05:21:14,935 - mmaction - INFO - Epoch [48][3120/3757] lr: 1.000e-03, eta: 4 days, 10:35:21, time: 1.981, data_time: 0.034, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8391, loss_cls: 1.5018, loss: 1.5018, grad_norm: 6.3057 2020-07-29 05:21:53,488 - mmaction - INFO - Epoch [48][3140/3757] lr: 1.000e-03, eta: 4 days, 10:34:41, time: 1.932, data_time: 0.007, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8336, loss_cls: 1.5907, loss: 1.5907, grad_norm: 6.6822 2020-07-29 05:22:31,971 - mmaction - INFO - Epoch [48][3160/3757] lr: 1.000e-03, eta: 4 days, 10:34:01, time: 1.921, data_time: 0.013, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8500, loss_cls: 1.4834, loss: 1.4834, grad_norm: 6.3191 2020-07-29 05:23:10,174 - mmaction - INFO - Epoch [48][3180/3757] lr: 1.000e-03, eta: 4 days, 10:33:21, time: 1.904, data_time: 0.009, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8477, loss_cls: 1.4834, loss: 1.4834, grad_norm: 6.2071 2020-07-29 05:23:50,381 - mmaction - INFO - Epoch [48][3200/3757] lr: 1.000e-03, eta: 4 days, 10:32:43, time: 2.021, data_time: 0.013, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8320, loss_cls: 1.5835, loss: 1.5835, grad_norm: 6.5195 2020-07-29 05:24:27,363 - mmaction - INFO - Epoch [48][3220/3757] lr: 1.000e-03, eta: 4 days, 10:32:01, time: 1.845, data_time: 0.008, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.4273, loss: 1.4273, grad_norm: 6.2573 2020-07-29 05:25:10,377 - mmaction - INFO - Epoch [48][3240/3757] lr: 1.000e-03, eta: 4 days, 10:31:26, time: 2.154, data_time: 0.054, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8250, loss_cls: 1.5896, loss: 1.5896, grad_norm: 6.3993 2020-07-29 05:25:46,832 - mmaction - INFO - Epoch [48][3260/3757] lr: 1.000e-03, eta: 4 days, 10:30:44, time: 1.822, data_time: 0.004, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8492, loss_cls: 1.4972, loss: 1.4972, grad_norm: 6.5112 2020-07-29 05:26:23,647 - mmaction - INFO - Epoch [48][3280/3757] lr: 1.000e-03, eta: 4 days, 10:30:02, time: 1.835, data_time: 0.250, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8492, loss_cls: 1.4820, loss: 1.4820, grad_norm: 6.3275 2020-07-29 05:27:04,482 - mmaction - INFO - Epoch [48][3300/3757] lr: 1.000e-03, eta: 4 days, 10:29:25, time: 2.047, data_time: 0.027, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8203, loss_cls: 1.6340, loss: 1.6340, grad_norm: 6.7442 2020-07-29 05:27:42,761 - mmaction - INFO - Epoch [48][3320/3757] lr: 1.000e-03, eta: 4 days, 10:28:45, time: 1.907, data_time: 0.054, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8305, loss_cls: 1.5241, loss: 1.5241, grad_norm: 6.3162 2020-07-29 05:28:22,063 - mmaction - INFO - Epoch [48][3340/3757] lr: 1.000e-03, eta: 4 days, 10:28:06, time: 1.974, data_time: 0.011, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8570, loss_cls: 1.4311, loss: 1.4311, grad_norm: 6.2112 2020-07-29 05:29:02,152 - mmaction - INFO - Epoch [48][3360/3757] lr: 1.000e-03, eta: 4 days, 10:27:28, time: 1.994, data_time: 0.008, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8406, loss_cls: 1.4951, loss: 1.4951, grad_norm: 6.2117 2020-07-29 05:29:42,615 - mmaction - INFO - Epoch [48][3380/3757] lr: 1.000e-03, eta: 4 days, 10:26:50, time: 2.029, data_time: 0.081, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8320, loss_cls: 1.5364, loss: 1.5364, grad_norm: 6.4250 2020-07-29 05:30:17,825 - mmaction - INFO - Epoch [48][3400/3757] lr: 1.000e-03, eta: 4 days, 10:26:07, time: 1.754, data_time: 0.702, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8227, loss_cls: 1.5693, loss: 1.5693, grad_norm: 6.4544 2020-07-29 05:30:58,044 - mmaction - INFO - Epoch [48][3420/3757] lr: 1.000e-03, eta: 4 days, 10:25:29, time: 2.021, data_time: 0.633, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8508, loss_cls: 1.4064, loss: 1.4064, grad_norm: 6.2298 2020-07-29 05:31:38,914 - mmaction - INFO - Epoch [48][3440/3757] lr: 1.000e-03, eta: 4 days, 10:24:51, time: 2.043, data_time: 0.009, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8313, loss_cls: 1.5907, loss: 1.5907, grad_norm: 6.3757 2020-07-29 05:32:17,886 - mmaction - INFO - Epoch [48][3460/3757] lr: 1.000e-03, eta: 4 days, 10:24:12, time: 1.941, data_time: 0.003, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8336, loss_cls: 1.4706, loss: 1.4706, grad_norm: 6.4322 2020-07-29 05:32:55,235 - mmaction - INFO - Epoch [48][3480/3757] lr: 1.000e-03, eta: 4 days, 10:23:31, time: 1.877, data_time: 0.011, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8555, loss_cls: 1.4115, loss: 1.4115, grad_norm: 6.3488 2020-07-29 05:33:32,554 - mmaction - INFO - Epoch [48][3500/3757] lr: 1.000e-03, eta: 4 days, 10:22:50, time: 1.863, data_time: 0.006, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8406, loss_cls: 1.5154, loss: 1.5154, grad_norm: 6.3604 2020-07-29 05:34:10,868 - mmaction - INFO - Epoch [48][3520/3757] lr: 1.000e-03, eta: 4 days, 10:22:10, time: 1.918, data_time: 0.006, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8336, loss_cls: 1.4940, loss: 1.4940, grad_norm: 6.3714 2020-07-29 05:34:48,805 - mmaction - INFO - Epoch [48][3540/3757] lr: 1.000e-03, eta: 4 days, 10:21:29, time: 1.893, data_time: 0.002, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8234, loss_cls: 1.6032, loss: 1.6032, grad_norm: 6.5848 2020-07-29 05:35:32,818 - mmaction - INFO - Epoch [48][3560/3757] lr: 1.000e-03, eta: 4 days, 10:20:55, time: 2.204, data_time: 0.010, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8484, loss_cls: 1.4298, loss: 1.4298, grad_norm: 6.1005 2020-07-29 05:36:09,809 - mmaction - INFO - Epoch [48][3580/3757] lr: 1.000e-03, eta: 4 days, 10:20:14, time: 1.850, data_time: 0.023, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8383, loss_cls: 1.4932, loss: 1.4932, grad_norm: 6.3931 2020-07-29 05:36:49,083 - mmaction - INFO - Epoch [48][3600/3757] lr: 1.000e-03, eta: 4 days, 10:19:35, time: 1.959, data_time: 0.105, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8328, loss_cls: 1.5497, loss: 1.5497, grad_norm: 6.3867 2020-07-29 05:37:26,068 - mmaction - INFO - Epoch [48][3620/3757] lr: 1.000e-03, eta: 4 days, 10:18:53, time: 1.852, data_time: 0.167, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8359, loss_cls: 1.5341, loss: 1.5341, grad_norm: 6.1860 2020-07-29 05:38:05,143 - mmaction - INFO - Epoch [48][3640/3757] lr: 1.000e-03, eta: 4 days, 10:18:14, time: 1.954, data_time: 0.009, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8414, loss_cls: 1.4523, loss: 1.4523, grad_norm: 6.2346 2020-07-29 05:38:41,905 - mmaction - INFO - Epoch [48][3660/3757] lr: 1.000e-03, eta: 4 days, 10:17:32, time: 1.829, data_time: 0.016, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8383, loss_cls: 1.5355, loss: 1.5355, grad_norm: 6.5248 2020-07-29 05:39:21,535 - mmaction - INFO - Epoch [48][3680/3757] lr: 1.000e-03, eta: 4 days, 10:16:54, time: 1.991, data_time: 0.025, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8352, loss_cls: 1.5380, loss: 1.5380, grad_norm: 6.5040 2020-07-29 05:40:00,078 - mmaction - INFO - Epoch [48][3700/3757] lr: 1.000e-03, eta: 4 days, 10:16:14, time: 1.918, data_time: 0.008, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8234, loss_cls: 1.5465, loss: 1.5465, grad_norm: 6.6507 2020-07-29 05:40:39,049 - mmaction - INFO - Epoch [48][3720/3757] lr: 1.000e-03, eta: 4 days, 10:15:35, time: 1.957, data_time: 0.011, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8305, loss_cls: 1.5531, loss: 1.5531, grad_norm: 6.3920 2020-07-29 05:41:22,472 - mmaction - INFO - Epoch [48][3740/3757] lr: 1.000e-03, eta: 4 days, 10:15:00, time: 2.165, data_time: 0.010, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8367, loss_cls: 1.4633, loss: 1.4633, grad_norm: 6.3083 2020-07-29 05:41:47,463 - mmaction - INFO - Saving checkpoint at 48 epochs 2020-07-29 05:42:43,288 - mmaction - INFO - Epoch [49][20/3757] lr: 1.000e-03, eta: 4 days, 10:13:28, time: 2.722, data_time: 1.647, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8430, loss_cls: 1.4922, loss: 1.4922, grad_norm: 6.2883 2020-07-29 05:43:24,482 - mmaction - INFO - Epoch [49][40/3757] lr: 1.000e-03, eta: 4 days, 10:12:51, time: 2.065, data_time: 1.042, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8484, loss_cls: 1.4765, loss: 1.4765, grad_norm: 6.4136 2020-07-29 05:44:00,099 - mmaction - INFO - Epoch [49][60/3757] lr: 1.000e-03, eta: 4 days, 10:12:08, time: 1.776, data_time: 0.009, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8406, loss_cls: 1.5416, loss: 1.5416, grad_norm: 6.3789 2020-07-29 05:44:42,191 - mmaction - INFO - Epoch [49][80/3757] lr: 1.000e-03, eta: 4 days, 10:11:32, time: 2.108, data_time: 0.407, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8430, loss_cls: 1.4658, loss: 1.4658, grad_norm: 6.2856 2020-07-29 05:45:22,828 - mmaction - INFO - Epoch [49][100/3757] lr: 1.000e-03, eta: 4 days, 10:10:55, time: 2.029, data_time: 0.167, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8297, loss_cls: 1.5481, loss: 1.5481, grad_norm: 6.4383 2020-07-29 05:45:57,578 - mmaction - INFO - Epoch [49][120/3757] lr: 1.000e-03, eta: 4 days, 10:10:11, time: 1.743, data_time: 0.008, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8328, loss_cls: 1.5797, loss: 1.5797, grad_norm: 6.5563 2020-07-29 05:46:38,799 - mmaction - INFO - Epoch [49][140/3757] lr: 1.000e-03, eta: 4 days, 10:09:34, time: 2.053, data_time: 0.008, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8469, loss_cls: 1.5304, loss: 1.5304, grad_norm: 6.5672 2020-07-29 05:47:20,015 - mmaction - INFO - Epoch [49][160/3757] lr: 1.000e-03, eta: 4 days, 10:08:57, time: 2.067, data_time: 0.215, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8562, loss_cls: 1.4381, loss: 1.4381, grad_norm: 6.2222 2020-07-29 05:47:58,213 - mmaction - INFO - Epoch [49][180/3757] lr: 1.000e-03, eta: 4 days, 10:08:17, time: 1.912, data_time: 0.004, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8539, loss_cls: 1.3958, loss: 1.3958, grad_norm: 6.1421 2020-07-29 05:48:37,670 - mmaction - INFO - Epoch [49][200/3757] lr: 1.000e-03, eta: 4 days, 10:07:38, time: 1.973, data_time: 0.008, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8359, loss_cls: 1.4669, loss: 1.4669, grad_norm: 6.1946 2020-07-29 05:49:15,837 - mmaction - INFO - Epoch [49][220/3757] lr: 1.000e-03, eta: 4 days, 10:06:58, time: 1.909, data_time: 0.004, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8570, loss_cls: 1.3494, loss: 1.3494, grad_norm: 6.1429 2020-07-29 05:49:52,379 - mmaction - INFO - Epoch [49][240/3757] lr: 1.000e-03, eta: 4 days, 10:06:16, time: 1.821, data_time: 0.048, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8484, loss_cls: 1.4884, loss: 1.4884, grad_norm: 6.3332 2020-07-29 05:50:35,069 - mmaction - INFO - Epoch [49][260/3757] lr: 1.000e-03, eta: 4 days, 10:05:40, time: 2.141, data_time: 0.014, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8234, loss_cls: 1.5389, loss: 1.5389, grad_norm: 6.1950 2020-07-29 05:51:10,400 - mmaction - INFO - Epoch [49][280/3757] lr: 1.000e-03, eta: 4 days, 10:04:57, time: 1.762, data_time: 0.010, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8523, loss_cls: 1.4527, loss: 1.4527, grad_norm: 6.3041 2020-07-29 05:51:52,637 - mmaction - INFO - Epoch [49][300/3757] lr: 1.000e-03, eta: 4 days, 10:04:21, time: 2.106, data_time: 0.034, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8492, loss_cls: 1.4423, loss: 1.4423, grad_norm: 6.1136 2020-07-29 05:52:31,552 - mmaction - INFO - Epoch [49][320/3757] lr: 1.000e-03, eta: 4 days, 10:03:42, time: 1.956, data_time: 0.012, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8422, loss_cls: 1.5262, loss: 1.5262, grad_norm: 6.6826 2020-07-29 05:53:07,858 - mmaction - INFO - Epoch [49][340/3757] lr: 1.000e-03, eta: 4 days, 10:03:00, time: 1.809, data_time: 0.441, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8281, loss_cls: 1.5442, loss: 1.5442, grad_norm: 6.5439 2020-07-29 05:53:49,698 - mmaction - INFO - Epoch [49][360/3757] lr: 1.000e-03, eta: 4 days, 10:02:23, time: 2.097, data_time: 0.047, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8406, loss_cls: 1.4995, loss: 1.4995, grad_norm: 6.4121 2020-07-29 05:54:29,258 - mmaction - INFO - Epoch [49][380/3757] lr: 1.000e-03, eta: 4 days, 10:01:45, time: 1.972, data_time: 0.007, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8391, loss_cls: 1.4953, loss: 1.4953, grad_norm: 6.3830 2020-07-29 05:55:08,034 - mmaction - INFO - Epoch [49][400/3757] lr: 1.000e-03, eta: 4 days, 10:01:05, time: 1.944, data_time: 0.012, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8398, loss_cls: 1.4586, loss: 1.4586, grad_norm: 6.1728 2020-07-29 05:55:42,451 - mmaction - INFO - Epoch [49][420/3757] lr: 1.000e-03, eta: 4 days, 10:00:21, time: 1.723, data_time: 0.004, memory: 5170, top1_acc: 0.6086, top5_acc: 0.8336, loss_cls: 1.5711, loss: 1.5711, grad_norm: 6.5262 2020-07-29 05:56:20,049 - mmaction - INFO - Epoch [49][440/3757] lr: 1.000e-03, eta: 4 days, 9:59:40, time: 1.874, data_time: 0.009, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8320, loss_cls: 1.5360, loss: 1.5360, grad_norm: 6.3948 2020-07-29 05:57:03,526 - mmaction - INFO - Epoch [49][460/3757] lr: 1.000e-03, eta: 4 days, 9:59:06, time: 2.179, data_time: 0.009, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8445, loss_cls: 1.5169, loss: 1.5169, grad_norm: 6.5995 2020-07-29 05:57:41,720 - mmaction - INFO - Epoch [49][480/3757] lr: 1.000e-03, eta: 4 days, 9:58:25, time: 1.910, data_time: 0.008, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8367, loss_cls: 1.5102, loss: 1.5102, grad_norm: 6.5719 2020-07-29 05:58:22,689 - mmaction - INFO - Epoch [49][500/3757] lr: 1.000e-03, eta: 4 days, 9:57:48, time: 2.047, data_time: 0.003, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8367, loss_cls: 1.5109, loss: 1.5109, grad_norm: 6.4174 2020-07-29 05:58:59,950 - mmaction - INFO - Epoch [49][520/3757] lr: 1.000e-03, eta: 4 days, 9:57:07, time: 1.865, data_time: 0.096, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8477, loss_cls: 1.4587, loss: 1.4587, grad_norm: 6.1766 2020-07-29 05:59:41,722 - mmaction - INFO - Epoch [49][540/3757] lr: 1.000e-03, eta: 4 days, 9:56:31, time: 2.087, data_time: 0.087, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8328, loss_cls: 1.5270, loss: 1.5270, grad_norm: 6.4343 2020-07-29 06:00:21,388 - mmaction - INFO - Epoch [49][560/3757] lr: 1.000e-03, eta: 4 days, 9:55:52, time: 1.975, data_time: 0.005, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8508, loss_cls: 1.4731, loss: 1.4731, grad_norm: 6.4863 2020-07-29 06:00:54,515 - mmaction - INFO - Epoch [49][580/3757] lr: 1.000e-03, eta: 4 days, 9:55:06, time: 1.665, data_time: 0.020, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8719, loss_cls: 1.3386, loss: 1.3386, grad_norm: 6.1890 2020-07-29 06:01:33,504 - mmaction - INFO - Epoch [49][600/3757] lr: 1.000e-03, eta: 4 days, 9:54:27, time: 1.949, data_time: 0.900, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8523, loss_cls: 1.3774, loss: 1.3774, grad_norm: 6.1884 2020-07-29 06:02:16,637 - mmaction - INFO - Epoch [49][620/3757] lr: 1.000e-03, eta: 4 days, 9:53:52, time: 2.151, data_time: 1.562, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8375, loss_cls: 1.5343, loss: 1.5343, grad_norm: 6.3759 2020-07-29 06:02:55,740 - mmaction - INFO - Epoch [49][640/3757] lr: 1.000e-03, eta: 4 days, 9:53:13, time: 1.963, data_time: 1.219, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8328, loss_cls: 1.5066, loss: 1.5066, grad_norm: 6.4056 2020-07-29 06:03:31,186 - mmaction - INFO - Epoch [49][660/3757] lr: 1.000e-03, eta: 4 days, 9:52:30, time: 1.769, data_time: 0.731, memory: 5170, top1_acc: 0.6047, top5_acc: 0.8086, loss_cls: 1.6691, loss: 1.6691, grad_norm: 6.7479 2020-07-29 06:04:07,009 - mmaction - INFO - Epoch [49][680/3757] lr: 1.000e-03, eta: 4 days, 9:51:47, time: 1.790, data_time: 0.608, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8344, loss_cls: 1.5293, loss: 1.5293, grad_norm: 6.5012 2020-07-29 06:04:48,052 - mmaction - INFO - Epoch [49][700/3757] lr: 1.000e-03, eta: 4 days, 9:51:10, time: 2.056, data_time: 1.188, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8414, loss_cls: 1.4789, loss: 1.4789, grad_norm: 6.2910 2020-07-29 06:05:25,515 - mmaction - INFO - Epoch [49][720/3757] lr: 1.000e-03, eta: 4 days, 9:50:29, time: 1.866, data_time: 1.223, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8516, loss_cls: 1.4751, loss: 1.4751, grad_norm: 6.5132 2020-07-29 06:06:05,752 - mmaction - INFO - Epoch [49][740/3757] lr: 1.000e-03, eta: 4 days, 9:49:51, time: 2.019, data_time: 0.522, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8492, loss_cls: 1.4535, loss: 1.4535, grad_norm: 6.3714 2020-07-29 06:06:42,448 - mmaction - INFO - Epoch [49][760/3757] lr: 1.000e-03, eta: 4 days, 9:49:09, time: 1.831, data_time: 0.008, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8242, loss_cls: 1.5958, loss: 1.5958, grad_norm: 6.6336 2020-07-29 06:07:19,872 - mmaction - INFO - Epoch [49][780/3757] lr: 1.000e-03, eta: 4 days, 9:48:28, time: 1.874, data_time: 0.010, memory: 5170, top1_acc: 0.6078, top5_acc: 0.8477, loss_cls: 1.5083, loss: 1.5083, grad_norm: 6.4608 2020-07-29 06:08:00,183 - mmaction - INFO - Epoch [49][800/3757] lr: 1.000e-03, eta: 4 days, 9:47:50, time: 2.009, data_time: 0.013, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8250, loss_cls: 1.5717, loss: 1.5717, grad_norm: 6.5868 2020-07-29 06:08:38,812 - mmaction - INFO - Epoch [49][820/3757] lr: 1.000e-03, eta: 4 days, 9:47:11, time: 1.938, data_time: 0.010, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8313, loss_cls: 1.5384, loss: 1.5384, grad_norm: 6.3927 2020-07-29 06:09:16,466 - mmaction - INFO - Epoch [49][840/3757] lr: 1.000e-03, eta: 4 days, 9:46:30, time: 1.884, data_time: 0.009, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8391, loss_cls: 1.5058, loss: 1.5058, grad_norm: 6.4798 2020-07-29 06:09:55,255 - mmaction - INFO - Epoch [49][860/3757] lr: 1.000e-03, eta: 4 days, 9:45:50, time: 1.940, data_time: 0.009, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8484, loss_cls: 1.4837, loss: 1.4837, grad_norm: 6.4861 2020-07-29 06:10:36,732 - mmaction - INFO - Epoch [49][880/3757] lr: 1.000e-03, eta: 4 days, 9:45:14, time: 2.070, data_time: 0.007, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8391, loss_cls: 1.5169, loss: 1.5169, grad_norm: 6.5724 2020-07-29 06:11:13,964 - mmaction - INFO - Epoch [49][900/3757] lr: 1.000e-03, eta: 4 days, 9:44:33, time: 1.863, data_time: 0.010, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8406, loss_cls: 1.4951, loss: 1.4951, grad_norm: 6.4634 2020-07-29 06:11:56,327 - mmaction - INFO - Epoch [49][920/3757] lr: 1.000e-03, eta: 4 days, 9:43:57, time: 2.119, data_time: 0.009, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8328, loss_cls: 1.5394, loss: 1.5394, grad_norm: 6.3328 2020-07-29 06:12:32,972 - mmaction - INFO - Epoch [49][940/3757] lr: 1.000e-03, eta: 4 days, 9:43:15, time: 1.825, data_time: 0.003, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8383, loss_cls: 1.4943, loss: 1.4943, grad_norm: 6.4695 2020-07-29 06:13:11,004 - mmaction - INFO - Epoch [49][960/3757] lr: 1.000e-03, eta: 4 days, 9:42:35, time: 1.910, data_time: 0.011, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8523, loss_cls: 1.3924, loss: 1.3924, grad_norm: 6.3212 2020-07-29 06:13:50,188 - mmaction - INFO - Epoch [49][980/3757] lr: 1.000e-03, eta: 4 days, 9:41:56, time: 1.957, data_time: 0.010, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8469, loss_cls: 1.4943, loss: 1.4943, grad_norm: 6.4196 2020-07-29 06:14:27,509 - mmaction - INFO - Epoch [49][1000/3757] lr: 1.000e-03, eta: 4 days, 9:41:14, time: 1.860, data_time: 0.005, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8492, loss_cls: 1.4990, loss: 1.4990, grad_norm: 6.6069 2020-07-29 06:15:08,454 - mmaction - INFO - Epoch [49][1020/3757] lr: 1.000e-03, eta: 4 days, 9:40:37, time: 2.055, data_time: 0.011, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8328, loss_cls: 1.5902, loss: 1.5902, grad_norm: 6.6472 2020-07-29 06:15:48,519 - mmaction - INFO - Epoch [49][1040/3757] lr: 1.000e-03, eta: 4 days, 9:39:59, time: 2.003, data_time: 0.002, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8398, loss_cls: 1.5513, loss: 1.5513, grad_norm: 6.6206 2020-07-29 06:16:28,277 - mmaction - INFO - Epoch [49][1060/3757] lr: 1.000e-03, eta: 4 days, 9:39:20, time: 1.979, data_time: 0.008, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8531, loss_cls: 1.3902, loss: 1.3902, grad_norm: 6.0934 2020-07-29 06:17:06,018 - mmaction - INFO - Epoch [49][1080/3757] lr: 1.000e-03, eta: 4 days, 9:38:40, time: 1.896, data_time: 0.012, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8305, loss_cls: 1.5215, loss: 1.5215, grad_norm: 6.4485 2020-07-29 06:17:43,670 - mmaction - INFO - Epoch [49][1100/3757] lr: 1.000e-03, eta: 4 days, 9:37:59, time: 1.880, data_time: 0.062, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8523, loss_cls: 1.4507, loss: 1.4507, grad_norm: 6.3420 2020-07-29 06:18:24,109 - mmaction - INFO - Epoch [49][1120/3757] lr: 1.000e-03, eta: 4 days, 9:37:21, time: 2.024, data_time: 0.007, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8406, loss_cls: 1.4893, loss: 1.4893, grad_norm: 6.4920 2020-07-29 06:19:05,332 - mmaction - INFO - Epoch [49][1140/3757] lr: 1.000e-03, eta: 4 days, 9:36:44, time: 2.061, data_time: 0.003, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8477, loss_cls: 1.4508, loss: 1.4508, grad_norm: 6.4163 2020-07-29 06:19:41,359 - mmaction - INFO - Epoch [49][1160/3757] lr: 1.000e-03, eta: 4 days, 9:36:02, time: 1.796, data_time: 0.008, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8359, loss_cls: 1.5042, loss: 1.5042, grad_norm: 6.5157 2020-07-29 06:20:22,042 - mmaction - INFO - Epoch [49][1180/3757] lr: 1.000e-03, eta: 4 days, 9:35:24, time: 2.034, data_time: 0.621, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8313, loss_cls: 1.4814, loss: 1.4814, grad_norm: 6.5290 2020-07-29 06:20:58,382 - mmaction - INFO - Epoch [49][1200/3757] lr: 1.000e-03, eta: 4 days, 9:34:42, time: 1.822, data_time: 0.099, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8414, loss_cls: 1.5162, loss: 1.5162, grad_norm: 6.5380 2020-07-29 06:21:37,129 - mmaction - INFO - Epoch [49][1220/3757] lr: 1.000e-03, eta: 4 days, 9:34:03, time: 1.938, data_time: 0.076, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8320, loss_cls: 1.5105, loss: 1.5105, grad_norm: 6.4848 2020-07-29 06:22:16,113 - mmaction - INFO - Epoch [49][1240/3757] lr: 1.000e-03, eta: 4 days, 9:33:23, time: 1.941, data_time: 0.003, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8234, loss_cls: 1.5406, loss: 1.5406, grad_norm: 6.4595 2020-07-29 06:22:56,429 - mmaction - INFO - Epoch [49][1260/3757] lr: 1.000e-03, eta: 4 days, 9:32:45, time: 2.013, data_time: 0.212, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8500, loss_cls: 1.4640, loss: 1.4640, grad_norm: 6.3960 2020-07-29 06:23:33,495 - mmaction - INFO - Epoch [49][1280/3757] lr: 1.000e-03, eta: 4 days, 9:32:04, time: 1.862, data_time: 0.310, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8391, loss_cls: 1.5217, loss: 1.5217, grad_norm: 6.5736 2020-07-29 06:24:11,557 - mmaction - INFO - Epoch [49][1300/3757] lr: 1.000e-03, eta: 4 days, 9:31:24, time: 1.903, data_time: 0.282, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8453, loss_cls: 1.4714, loss: 1.4714, grad_norm: 6.4898 2020-07-29 06:24:50,619 - mmaction - INFO - Epoch [49][1320/3757] lr: 1.000e-03, eta: 4 days, 9:30:44, time: 1.954, data_time: 0.003, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8508, loss_cls: 1.4243, loss: 1.4243, grad_norm: 6.3414 2020-07-29 06:25:33,156 - mmaction - INFO - Epoch [49][1340/3757] lr: 1.000e-03, eta: 4 days, 9:30:09, time: 2.119, data_time: 0.008, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8227, loss_cls: 1.6108, loss: 1.6108, grad_norm: 6.6098 2020-07-29 06:26:09,581 - mmaction - INFO - Epoch [49][1360/3757] lr: 1.000e-03, eta: 4 days, 9:29:27, time: 1.827, data_time: 0.010, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8328, loss_cls: 1.5353, loss: 1.5353, grad_norm: 6.3168 2020-07-29 06:26:48,181 - mmaction - INFO - Epoch [49][1380/3757] lr: 1.000e-03, eta: 4 days, 9:28:47, time: 1.923, data_time: 0.756, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8477, loss_cls: 1.4368, loss: 1.4368, grad_norm: 6.3618 2020-07-29 06:27:26,494 - mmaction - INFO - Epoch [49][1400/3757] lr: 1.000e-03, eta: 4 days, 9:28:07, time: 1.924, data_time: 1.025, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8328, loss_cls: 1.5587, loss: 1.5587, grad_norm: 6.5030 2020-07-29 06:28:07,982 - mmaction - INFO - Epoch [49][1420/3757] lr: 1.000e-03, eta: 4 days, 9:27:30, time: 2.074, data_time: 0.701, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8484, loss_cls: 1.4636, loss: 1.4636, grad_norm: 6.1434 2020-07-29 06:28:47,478 - mmaction - INFO - Epoch [49][1440/3757] lr: 1.000e-03, eta: 4 days, 9:26:52, time: 1.975, data_time: 0.169, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8531, loss_cls: 1.4495, loss: 1.4495, grad_norm: 6.2422 2020-07-29 06:29:24,689 - mmaction - INFO - Epoch [49][1460/3757] lr: 1.000e-03, eta: 4 days, 9:26:10, time: 1.855, data_time: 0.059, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8320, loss_cls: 1.5971, loss: 1.5971, grad_norm: 6.5622 2020-07-29 06:30:03,742 - mmaction - INFO - Epoch [49][1480/3757] lr: 1.000e-03, eta: 4 days, 9:25:31, time: 1.959, data_time: 0.023, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8320, loss_cls: 1.5751, loss: 1.5751, grad_norm: 6.4780 2020-07-29 06:30:45,380 - mmaction - INFO - Epoch [49][1500/3757] lr: 1.000e-03, eta: 4 days, 9:24:55, time: 2.080, data_time: 0.014, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8391, loss_cls: 1.5623, loss: 1.5623, grad_norm: 6.6872 2020-07-29 06:31:24,265 - mmaction - INFO - Epoch [49][1520/3757] lr: 1.000e-03, eta: 4 days, 9:24:15, time: 1.943, data_time: 0.011, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8398, loss_cls: 1.4957, loss: 1.4957, grad_norm: 6.3611 2020-07-29 06:32:02,385 - mmaction - INFO - Epoch [49][1540/3757] lr: 1.000e-03, eta: 4 days, 9:23:35, time: 1.907, data_time: 0.008, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8617, loss_cls: 1.4014, loss: 1.4014, grad_norm: 6.3168 2020-07-29 06:32:41,495 - mmaction - INFO - Epoch [49][1560/3757] lr: 1.000e-03, eta: 4 days, 9:22:56, time: 1.950, data_time: 0.276, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8656, loss_cls: 1.3827, loss: 1.3827, grad_norm: 6.0123 2020-07-29 06:33:19,032 - mmaction - INFO - Epoch [49][1580/3757] lr: 1.000e-03, eta: 4 days, 9:22:15, time: 1.884, data_time: 0.482, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8484, loss_cls: 1.4787, loss: 1.4787, grad_norm: 6.3883 2020-07-29 06:33:58,988 - mmaction - INFO - Epoch [49][1600/3757] lr: 1.000e-03, eta: 4 days, 9:21:37, time: 1.992, data_time: 0.009, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8430, loss_cls: 1.5193, loss: 1.5193, grad_norm: 6.5415 2020-07-29 06:34:35,338 - mmaction - INFO - Epoch [49][1620/3757] lr: 1.000e-03, eta: 4 days, 9:20:55, time: 1.824, data_time: 0.117, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8477, loss_cls: 1.5048, loss: 1.5048, grad_norm: 6.5518 2020-07-29 06:35:16,395 - mmaction - INFO - Epoch [49][1640/3757] lr: 1.000e-03, eta: 4 days, 9:20:17, time: 2.045, data_time: 0.027, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8352, loss_cls: 1.4891, loss: 1.4891, grad_norm: 6.4453 2020-07-29 06:35:58,231 - mmaction - INFO - Epoch [49][1660/3757] lr: 1.000e-03, eta: 4 days, 9:19:41, time: 2.098, data_time: 0.012, memory: 5170, top1_acc: 0.6039, top5_acc: 0.8219, loss_cls: 1.6206, loss: 1.6206, grad_norm: 6.5991 2020-07-29 06:36:35,409 - mmaction - INFO - Epoch [49][1680/3757] lr: 1.000e-03, eta: 4 days, 9:19:00, time: 1.861, data_time: 0.010, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8453, loss_cls: 1.4843, loss: 1.4843, grad_norm: 6.3515 2020-07-29 06:37:12,291 - mmaction - INFO - Epoch [49][1700/3757] lr: 1.000e-03, eta: 4 days, 9:18:18, time: 1.844, data_time: 0.003, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8469, loss_cls: 1.4528, loss: 1.4528, grad_norm: 6.3321 2020-07-29 06:37:51,460 - mmaction - INFO - Epoch [49][1720/3757] lr: 1.000e-03, eta: 4 days, 9:17:39, time: 1.951, data_time: 0.314, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8453, loss_cls: 1.4595, loss: 1.4595, grad_norm: 6.5417 2020-07-29 06:38:33,239 - mmaction - INFO - Epoch [49][1740/3757] lr: 1.000e-03, eta: 4 days, 9:17:03, time: 2.094, data_time: 1.481, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8375, loss_cls: 1.5203, loss: 1.5203, grad_norm: 6.5139 2020-07-29 06:39:09,398 - mmaction - INFO - Epoch [49][1760/3757] lr: 1.000e-03, eta: 4 days, 9:16:20, time: 1.802, data_time: 1.034, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8375, loss_cls: 1.5478, loss: 1.5478, grad_norm: 6.3881 2020-07-29 06:39:49,116 - mmaction - INFO - Epoch [49][1780/3757] lr: 1.000e-03, eta: 4 days, 9:15:42, time: 1.992, data_time: 0.689, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8422, loss_cls: 1.4646, loss: 1.4646, grad_norm: 6.3236 2020-07-29 06:40:28,521 - mmaction - INFO - Epoch [49][1800/3757] lr: 1.000e-03, eta: 4 days, 9:15:03, time: 1.969, data_time: 0.740, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8523, loss_cls: 1.4052, loss: 1.4052, grad_norm: 6.2428 2020-07-29 06:41:05,516 - mmaction - INFO - Epoch [49][1820/3757] lr: 1.000e-03, eta: 4 days, 9:14:22, time: 1.853, data_time: 0.141, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8445, loss_cls: 1.4849, loss: 1.4849, grad_norm: 6.4521 2020-07-29 06:41:45,009 - mmaction - INFO - Epoch [49][1840/3757] lr: 1.000e-03, eta: 4 days, 9:13:43, time: 1.968, data_time: 0.008, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8258, loss_cls: 1.5289, loss: 1.5289, grad_norm: 6.2921 2020-07-29 06:42:25,938 - mmaction - INFO - Epoch [49][1860/3757] lr: 1.000e-03, eta: 4 days, 9:13:06, time: 2.052, data_time: 0.009, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8422, loss_cls: 1.4781, loss: 1.4781, grad_norm: 6.5513 2020-07-29 06:43:02,325 - mmaction - INFO - Epoch [49][1880/3757] lr: 1.000e-03, eta: 4 days, 9:12:23, time: 1.814, data_time: 0.013, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8617, loss_cls: 1.4185, loss: 1.4185, grad_norm: 6.5785 2020-07-29 06:43:41,435 - mmaction - INFO - Epoch [49][1900/3757] lr: 1.000e-03, eta: 4 days, 9:11:44, time: 1.955, data_time: 0.015, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8367, loss_cls: 1.4915, loss: 1.4915, grad_norm: 6.2952 2020-07-29 06:44:23,197 - mmaction - INFO - Epoch [49][1920/3757] lr: 1.000e-03, eta: 4 days, 9:11:08, time: 2.090, data_time: 0.268, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8320, loss_cls: 1.5663, loss: 1.5663, grad_norm: 6.6330 2020-07-29 06:45:03,358 - mmaction - INFO - Epoch [49][1940/3757] lr: 1.000e-03, eta: 4 days, 9:10:30, time: 2.011, data_time: 0.018, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8266, loss_cls: 1.5449, loss: 1.5449, grad_norm: 6.5625 2020-07-29 06:45:41,762 - mmaction - INFO - Epoch [49][1960/3757] lr: 1.000e-03, eta: 4 days, 9:09:50, time: 1.918, data_time: 0.003, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8367, loss_cls: 1.5118, loss: 1.5118, grad_norm: 6.3717 2020-07-29 06:46:17,018 - mmaction - INFO - Epoch [49][1980/3757] lr: 1.000e-03, eta: 4 days, 9:09:06, time: 1.760, data_time: 0.589, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8352, loss_cls: 1.5603, loss: 1.5603, grad_norm: 6.5549 2020-07-29 06:46:55,899 - mmaction - INFO - Epoch [49][2000/3757] lr: 1.000e-03, eta: 4 days, 9:08:27, time: 1.950, data_time: 0.307, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8273, loss_cls: 1.5813, loss: 1.5813, grad_norm: 6.5304 2020-07-29 06:47:35,364 - mmaction - INFO - Epoch [49][2020/3757] lr: 1.000e-03, eta: 4 days, 9:07:48, time: 1.966, data_time: 0.534, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8234, loss_cls: 1.5658, loss: 1.5658, grad_norm: 6.5133 2020-07-29 06:48:15,895 - mmaction - INFO - Epoch [49][2040/3757] lr: 1.000e-03, eta: 4 days, 9:07:11, time: 2.033, data_time: 0.528, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8266, loss_cls: 1.5639, loss: 1.5639, grad_norm: 6.7009 2020-07-29 06:48:56,276 - mmaction - INFO - Epoch [49][2060/3757] lr: 1.000e-03, eta: 4 days, 9:06:33, time: 2.017, data_time: 0.009, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8594, loss_cls: 1.4422, loss: 1.4422, grad_norm: 6.2779 2020-07-29 06:49:34,697 - mmaction - INFO - Epoch [49][2080/3757] lr: 1.000e-03, eta: 4 days, 9:05:53, time: 1.923, data_time: 0.008, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8344, loss_cls: 1.5201, loss: 1.5201, grad_norm: 6.2973 2020-07-29 06:50:13,231 - mmaction - INFO - Epoch [49][2100/3757] lr: 1.000e-03, eta: 4 days, 9:05:13, time: 1.922, data_time: 0.010, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8648, loss_cls: 1.3680, loss: 1.3680, grad_norm: 6.1774 2020-07-29 06:50:53,420 - mmaction - INFO - Epoch [49][2120/3757] lr: 1.000e-03, eta: 4 days, 9:04:35, time: 2.012, data_time: 0.018, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8234, loss_cls: 1.5723, loss: 1.5723, grad_norm: 6.5123 2020-07-29 06:51:31,505 - mmaction - INFO - Epoch [49][2140/3757] lr: 1.000e-03, eta: 4 days, 9:03:55, time: 1.905, data_time: 0.064, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8375, loss_cls: 1.4835, loss: 1.4835, grad_norm: 6.4424 2020-07-29 06:52:12,662 - mmaction - INFO - Epoch [49][2160/3757] lr: 1.000e-03, eta: 4 days, 9:03:18, time: 2.060, data_time: 0.054, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8195, loss_cls: 1.5850, loss: 1.5850, grad_norm: 6.4890 2020-07-29 06:52:51,694 - mmaction - INFO - Epoch [49][2180/3757] lr: 1.000e-03, eta: 4 days, 9:02:38, time: 1.947, data_time: 0.008, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8438, loss_cls: 1.4985, loss: 1.4985, grad_norm: 6.4995 2020-07-29 06:53:28,665 - mmaction - INFO - Epoch [49][2200/3757] lr: 1.000e-03, eta: 4 days, 9:01:57, time: 1.844, data_time: 0.027, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8187, loss_cls: 1.5969, loss: 1.5969, grad_norm: 6.4629 2020-07-29 06:54:05,981 - mmaction - INFO - Epoch [49][2220/3757] lr: 1.000e-03, eta: 4 days, 9:01:16, time: 1.877, data_time: 0.047, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8289, loss_cls: 1.5385, loss: 1.5385, grad_norm: 6.3423 2020-07-29 06:54:45,644 - mmaction - INFO - Epoch [49][2240/3757] lr: 1.000e-03, eta: 4 days, 9:00:37, time: 1.982, data_time: 0.002, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8313, loss_cls: 1.5282, loss: 1.5282, grad_norm: 6.2999 2020-07-29 06:55:26,040 - mmaction - INFO - Epoch [49][2260/3757] lr: 1.000e-03, eta: 4 days, 8:59:59, time: 2.013, data_time: 0.007, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8227, loss_cls: 1.5674, loss: 1.5674, grad_norm: 6.5047 2020-07-29 06:56:06,348 - mmaction - INFO - Epoch [49][2280/3757] lr: 1.000e-03, eta: 4 days, 8:59:21, time: 2.016, data_time: 0.010, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8469, loss_cls: 1.4640, loss: 1.4640, grad_norm: 6.4120 2020-07-29 06:56:46,791 - mmaction - INFO - Epoch [49][2300/3757] lr: 1.000e-03, eta: 4 days, 8:58:44, time: 2.028, data_time: 0.010, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8336, loss_cls: 1.5217, loss: 1.5217, grad_norm: 6.5041 2020-07-29 06:57:24,188 - mmaction - INFO - Epoch [49][2320/3757] lr: 1.000e-03, eta: 4 days, 8:58:03, time: 1.863, data_time: 0.008, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8281, loss_cls: 1.4792, loss: 1.4792, grad_norm: 6.4313 2020-07-29 06:58:01,916 - mmaction - INFO - Epoch [49][2340/3757] lr: 1.000e-03, eta: 4 days, 8:57:22, time: 1.894, data_time: 0.033, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8359, loss_cls: 1.5512, loss: 1.5512, grad_norm: 6.6873 2020-07-29 06:58:42,526 - mmaction - INFO - Epoch [49][2360/3757] lr: 1.000e-03, eta: 4 days, 8:56:45, time: 2.030, data_time: 0.046, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8406, loss_cls: 1.4894, loss: 1.4894, grad_norm: 6.1686 2020-07-29 06:59:21,165 - mmaction - INFO - Epoch [49][2380/3757] lr: 1.000e-03, eta: 4 days, 8:56:05, time: 1.931, data_time: 0.003, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8344, loss_cls: 1.5012, loss: 1.5012, grad_norm: 6.5089 2020-07-29 07:00:00,510 - mmaction - INFO - Epoch [49][2400/3757] lr: 1.000e-03, eta: 4 days, 8:55:26, time: 1.959, data_time: 0.008, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8375, loss_cls: 1.5543, loss: 1.5543, grad_norm: 6.7358 2020-07-29 07:00:41,777 - mmaction - INFO - Epoch [49][2420/3757] lr: 1.000e-03, eta: 4 days, 8:54:49, time: 2.060, data_time: 0.070, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8430, loss_cls: 1.4878, loss: 1.4878, grad_norm: 6.3194 2020-07-29 07:01:22,375 - mmaction - INFO - Epoch [49][2440/3757] lr: 1.000e-03, eta: 4 days, 8:54:11, time: 2.036, data_time: 0.050, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8438, loss_cls: 1.4735, loss: 1.4735, grad_norm: 6.2923 2020-07-29 07:02:00,699 - mmaction - INFO - Epoch [49][2460/3757] lr: 1.000e-03, eta: 4 days, 8:53:31, time: 1.921, data_time: 0.201, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8258, loss_cls: 1.5817, loss: 1.5817, grad_norm: 6.4342 2020-07-29 07:02:38,171 - mmaction - INFO - Epoch [49][2480/3757] lr: 1.000e-03, eta: 4 days, 8:52:50, time: 1.868, data_time: 0.770, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8445, loss_cls: 1.5128, loss: 1.5128, grad_norm: 6.3596 2020-07-29 07:03:15,881 - mmaction - INFO - Epoch [49][2500/3757] lr: 1.000e-03, eta: 4 days, 8:52:10, time: 1.892, data_time: 1.130, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8273, loss_cls: 1.5825, loss: 1.5825, grad_norm: 6.7096 2020-07-29 07:03:54,220 - mmaction - INFO - Epoch [49][2520/3757] lr: 1.000e-03, eta: 4 days, 8:51:30, time: 1.910, data_time: 1.295, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8648, loss_cls: 1.3919, loss: 1.3919, grad_norm: 6.2986 2020-07-29 07:04:34,734 - mmaction - INFO - Epoch [49][2540/3757] lr: 1.000e-03, eta: 4 days, 8:50:52, time: 2.033, data_time: 1.386, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8391, loss_cls: 1.4811, loss: 1.4811, grad_norm: 6.3815 2020-07-29 07:05:12,336 - mmaction - INFO - Epoch [49][2560/3757] lr: 1.000e-03, eta: 4 days, 8:50:11, time: 1.874, data_time: 1.254, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8352, loss_cls: 1.5231, loss: 1.5231, grad_norm: 6.4004 2020-07-29 07:05:52,629 - mmaction - INFO - Epoch [49][2580/3757] lr: 1.000e-03, eta: 4 days, 8:49:33, time: 2.021, data_time: 1.097, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8492, loss_cls: 1.5419, loss: 1.5419, grad_norm: 6.4963 2020-07-29 07:06:32,514 - mmaction - INFO - Epoch [49][2600/3757] lr: 1.000e-03, eta: 4 days, 8:48:55, time: 1.992, data_time: 0.812, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8445, loss_cls: 1.4641, loss: 1.4641, grad_norm: 6.3819 2020-07-29 07:07:12,286 - mmaction - INFO - Epoch [49][2620/3757] lr: 1.000e-03, eta: 4 days, 8:48:16, time: 1.989, data_time: 0.341, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8336, loss_cls: 1.5175, loss: 1.5175, grad_norm: 6.5194 2020-07-29 07:07:48,522 - mmaction - INFO - Epoch [49][2640/3757] lr: 1.000e-03, eta: 4 days, 8:47:34, time: 1.806, data_time: 0.041, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8305, loss_cls: 1.5481, loss: 1.5481, grad_norm: 6.4060 2020-07-29 07:08:27,823 - mmaction - INFO - Epoch [49][2660/3757] lr: 1.000e-03, eta: 4 days, 8:46:55, time: 1.973, data_time: 0.011, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8367, loss_cls: 1.4633, loss: 1.4633, grad_norm: 6.4537 2020-07-29 07:09:10,067 - mmaction - INFO - Epoch [49][2680/3757] lr: 1.000e-03, eta: 4 days, 8:46:19, time: 2.109, data_time: 0.303, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8445, loss_cls: 1.4963, loss: 1.4963, grad_norm: 6.4153 2020-07-29 07:09:46,482 - mmaction - INFO - Epoch [49][2700/3757] lr: 1.000e-03, eta: 4 days, 8:45:37, time: 1.824, data_time: 0.066, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8547, loss_cls: 1.4119, loss: 1.4119, grad_norm: 6.4053 2020-07-29 07:10:22,396 - mmaction - INFO - Epoch [49][2720/3757] lr: 1.000e-03, eta: 4 days, 8:44:55, time: 1.790, data_time: 0.014, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8313, loss_cls: 1.5291, loss: 1.5291, grad_norm: 6.3336 2020-07-29 07:11:01,349 - mmaction - INFO - Epoch [49][2740/3757] lr: 1.000e-03, eta: 4 days, 8:44:15, time: 1.952, data_time: 0.378, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8234, loss_cls: 1.5767, loss: 1.5767, grad_norm: 6.5460 2020-07-29 07:11:44,736 - mmaction - INFO - Epoch [49][2760/3757] lr: 1.000e-03, eta: 4 days, 8:43:41, time: 2.166, data_time: 0.009, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8242, loss_cls: 1.5500, loss: 1.5500, grad_norm: 6.5430 2020-07-29 07:12:24,021 - mmaction - INFO - Epoch [49][2780/3757] lr: 1.000e-03, eta: 4 days, 8:43:02, time: 1.968, data_time: 0.010, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8367, loss_cls: 1.5401, loss: 1.5401, grad_norm: 6.5519 2020-07-29 07:13:04,237 - mmaction - INFO - Epoch [49][2800/3757] lr: 1.000e-03, eta: 4 days, 8:42:24, time: 2.011, data_time: 0.009, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8586, loss_cls: 1.4483, loss: 1.4483, grad_norm: 6.3079 2020-07-29 07:13:41,255 - mmaction - INFO - Epoch [49][2820/3757] lr: 1.000e-03, eta: 4 days, 8:41:42, time: 1.846, data_time: 0.003, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8359, loss_cls: 1.5461, loss: 1.5461, grad_norm: 6.3960 2020-07-29 07:14:18,350 - mmaction - INFO - Epoch [49][2840/3757] lr: 1.000e-03, eta: 4 days, 8:41:01, time: 1.857, data_time: 0.013, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8391, loss_cls: 1.4953, loss: 1.4953, grad_norm: 6.6546 2020-07-29 07:14:58,706 - mmaction - INFO - Epoch [49][2860/3757] lr: 1.000e-03, eta: 4 days, 8:40:23, time: 2.021, data_time: 0.006, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8320, loss_cls: 1.5105, loss: 1.5105, grad_norm: 6.4024 2020-07-29 07:15:38,176 - mmaction - INFO - Epoch [49][2880/3757] lr: 1.000e-03, eta: 4 days, 8:39:44, time: 1.965, data_time: 0.006, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8391, loss_cls: 1.5363, loss: 1.5363, grad_norm: 6.3963 2020-07-29 07:16:13,480 - mmaction - INFO - Epoch [49][2900/3757] lr: 1.000e-03, eta: 4 days, 8:39:01, time: 1.772, data_time: 0.011, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8297, loss_cls: 1.5261, loss: 1.5261, grad_norm: 6.4144 2020-07-29 07:16:53,319 - mmaction - INFO - Epoch [49][2920/3757] lr: 1.000e-03, eta: 4 days, 8:38:23, time: 1.993, data_time: 0.009, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8359, loss_cls: 1.4834, loss: 1.4834, grad_norm: 6.6277 2020-07-29 07:17:33,872 - mmaction - INFO - Epoch [49][2940/3757] lr: 1.000e-03, eta: 4 days, 8:37:45, time: 2.027, data_time: 0.001, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8422, loss_cls: 1.5090, loss: 1.5090, grad_norm: 6.5975 2020-07-29 07:18:13,632 - mmaction - INFO - Epoch [49][2960/3757] lr: 1.000e-03, eta: 4 days, 8:37:06, time: 1.980, data_time: 0.007, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8336, loss_cls: 1.5327, loss: 1.5327, grad_norm: 6.7683 2020-07-29 07:18:53,650 - mmaction - INFO - Epoch [49][2980/3757] lr: 1.000e-03, eta: 4 days, 8:36:28, time: 2.010, data_time: 0.011, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8375, loss_cls: 1.4797, loss: 1.4797, grad_norm: 6.2302 2020-07-29 07:19:33,375 - mmaction - INFO - Epoch [49][3000/3757] lr: 1.000e-03, eta: 4 days, 8:35:50, time: 1.985, data_time: 0.002, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8195, loss_cls: 1.5837, loss: 1.5837, grad_norm: 6.5815 2020-07-29 07:20:13,020 - mmaction - INFO - Epoch [49][3020/3757] lr: 1.000e-03, eta: 4 days, 8:35:11, time: 1.980, data_time: 0.009, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8234, loss_cls: 1.5717, loss: 1.5717, grad_norm: 6.4168 2020-07-29 07:20:49,509 - mmaction - INFO - Epoch [49][3040/3757] lr: 1.000e-03, eta: 4 days, 8:34:29, time: 1.824, data_time: 0.133, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8305, loss_cls: 1.5066, loss: 1.5066, grad_norm: 6.5193 2020-07-29 07:21:29,082 - mmaction - INFO - Epoch [49][3060/3757] lr: 1.000e-03, eta: 4 days, 8:33:50, time: 1.975, data_time: 1.044, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8438, loss_cls: 1.4800, loss: 1.4800, grad_norm: 6.5216 2020-07-29 07:22:08,895 - mmaction - INFO - Epoch [49][3080/3757] lr: 1.000e-03, eta: 4 days, 8:33:12, time: 1.990, data_time: 1.282, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8313, loss_cls: 1.5785, loss: 1.5785, grad_norm: 6.5908 2020-07-29 07:22:49,544 - mmaction - INFO - Epoch [49][3100/3757] lr: 1.000e-03, eta: 4 days, 8:32:34, time: 2.040, data_time: 1.411, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8516, loss_cls: 1.4068, loss: 1.4068, grad_norm: 6.0597 2020-07-29 07:23:24,047 - mmaction - INFO - Epoch [49][3120/3757] lr: 1.000e-03, eta: 4 days, 8:31:50, time: 1.723, data_time: 1.030, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8367, loss_cls: 1.4800, loss: 1.4800, grad_norm: 6.4575 2020-07-29 07:24:00,483 - mmaction - INFO - Epoch [49][3140/3757] lr: 1.000e-03, eta: 4 days, 8:31:08, time: 1.825, data_time: 0.008, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8500, loss_cls: 1.4899, loss: 1.4899, grad_norm: 6.4702 2020-07-29 07:24:41,134 - mmaction - INFO - Epoch [49][3160/3757] lr: 1.000e-03, eta: 4 days, 8:30:31, time: 2.029, data_time: 0.309, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8461, loss_cls: 1.5079, loss: 1.5079, grad_norm: 6.6415 2020-07-29 07:25:18,852 - mmaction - INFO - Epoch [49][3180/3757] lr: 1.000e-03, eta: 4 days, 8:29:50, time: 1.886, data_time: 0.504, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8250, loss_cls: 1.5792, loss: 1.5792, grad_norm: 6.7124 2020-07-29 07:26:00,854 - mmaction - INFO - Epoch [49][3200/3757] lr: 1.000e-03, eta: 4 days, 8:29:14, time: 2.105, data_time: 0.013, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8352, loss_cls: 1.5118, loss: 1.5118, grad_norm: 6.7329 2020-07-29 07:26:39,733 - mmaction - INFO - Epoch [49][3220/3757] lr: 1.000e-03, eta: 4 days, 8:28:34, time: 1.940, data_time: 0.016, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8383, loss_cls: 1.4733, loss: 1.4733, grad_norm: 6.3138 2020-07-29 07:27:19,294 - mmaction - INFO - Epoch [49][3240/3757] lr: 1.000e-03, eta: 4 days, 8:27:56, time: 1.981, data_time: 0.009, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8328, loss_cls: 1.5784, loss: 1.5784, grad_norm: 6.5369 2020-07-29 07:27:59,634 - mmaction - INFO - Epoch [49][3260/3757] lr: 1.000e-03, eta: 4 days, 8:27:18, time: 2.018, data_time: 0.003, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8305, loss_cls: 1.5340, loss: 1.5340, grad_norm: 6.5183 2020-07-29 07:28:37,909 - mmaction - INFO - Epoch [49][3280/3757] lr: 1.000e-03, eta: 4 days, 8:26:38, time: 1.907, data_time: 0.006, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8406, loss_cls: 1.4918, loss: 1.4918, grad_norm: 6.3570 2020-07-29 07:29:13,435 - mmaction - INFO - Epoch [49][3300/3757] lr: 1.000e-03, eta: 4 days, 8:25:55, time: 1.782, data_time: 0.009, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8344, loss_cls: 1.5242, loss: 1.5242, grad_norm: 6.5924 2020-07-29 07:29:56,533 - mmaction - INFO - Epoch [49][3320/3757] lr: 1.000e-03, eta: 4 days, 8:25:20, time: 2.155, data_time: 0.482, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8375, loss_cls: 1.4509, loss: 1.4509, grad_norm: 6.2896 2020-07-29 07:30:33,665 - mmaction - INFO - Epoch [49][3340/3757] lr: 1.000e-03, eta: 4 days, 8:24:39, time: 1.854, data_time: 0.261, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8414, loss_cls: 1.4853, loss: 1.4853, grad_norm: 6.4076 2020-07-29 07:31:09,927 - mmaction - INFO - Epoch [49][3360/3757] lr: 1.000e-03, eta: 4 days, 8:23:56, time: 1.809, data_time: 0.014, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8281, loss_cls: 1.5780, loss: 1.5780, grad_norm: 6.6892 2020-07-29 07:31:48,480 - mmaction - INFO - Epoch [49][3380/3757] lr: 1.000e-03, eta: 4 days, 8:23:17, time: 1.935, data_time: 0.318, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8391, loss_cls: 1.4589, loss: 1.4589, grad_norm: 6.4933 2020-07-29 07:32:30,128 - mmaction - INFO - Epoch [49][3400/3757] lr: 1.000e-03, eta: 4 days, 8:22:40, time: 2.071, data_time: 0.179, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8453, loss_cls: 1.5028, loss: 1.5028, grad_norm: 6.5722 2020-07-29 07:33:11,349 - mmaction - INFO - Epoch [49][3420/3757] lr: 1.000e-03, eta: 4 days, 8:22:03, time: 2.072, data_time: 0.018, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8453, loss_cls: 1.5165, loss: 1.5165, grad_norm: 6.6414 2020-07-29 07:33:47,845 - mmaction - INFO - Epoch [49][3440/3757] lr: 1.000e-03, eta: 4 days, 8:21:21, time: 1.825, data_time: 0.036, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8406, loss_cls: 1.4924, loss: 1.4924, grad_norm: 6.5131 2020-07-29 07:34:29,108 - mmaction - INFO - Epoch [49][3460/3757] lr: 1.000e-03, eta: 4 days, 8:20:44, time: 2.055, data_time: 0.054, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8484, loss_cls: 1.5150, loss: 1.5150, grad_norm: 6.5608 2020-07-29 07:35:10,762 - mmaction - INFO - Epoch [49][3480/3757] lr: 1.000e-03, eta: 4 days, 8:20:08, time: 2.091, data_time: 0.011, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8352, loss_cls: 1.4963, loss: 1.4963, grad_norm: 6.4627 2020-07-29 07:35:48,722 - mmaction - INFO - Epoch [49][3500/3757] lr: 1.000e-03, eta: 4 days, 8:19:27, time: 1.898, data_time: 0.002, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8367, loss_cls: 1.5474, loss: 1.5474, grad_norm: 6.7136 2020-07-29 07:36:28,706 - mmaction - INFO - Epoch [49][3520/3757] lr: 1.000e-03, eta: 4 days, 8:18:49, time: 1.999, data_time: 0.007, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8547, loss_cls: 1.4336, loss: 1.4336, grad_norm: 6.2776 2020-07-29 07:37:04,991 - mmaction - INFO - Epoch [49][3540/3757] lr: 1.000e-03, eta: 4 days, 8:18:07, time: 1.814, data_time: 0.007, memory: 5170, top1_acc: 0.6133, top5_acc: 0.8289, loss_cls: 1.6043, loss: 1.6043, grad_norm: 6.6653 2020-07-29 07:37:43,797 - mmaction - INFO - Epoch [49][3560/3757] lr: 1.000e-03, eta: 4 days, 8:17:27, time: 1.938, data_time: 0.142, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8320, loss_cls: 1.5213, loss: 1.5213, grad_norm: 6.5236 2020-07-29 07:38:24,098 - mmaction - INFO - Epoch [49][3580/3757] lr: 1.000e-03, eta: 4 days, 8:16:49, time: 2.015, data_time: 0.398, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8266, loss_cls: 1.5781, loss: 1.5781, grad_norm: 6.8084 2020-07-29 07:39:03,937 - mmaction - INFO - Epoch [49][3600/3757] lr: 1.000e-03, eta: 4 days, 8:16:11, time: 1.990, data_time: 0.018, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8438, loss_cls: 1.4567, loss: 1.4567, grad_norm: 6.3681 2020-07-29 07:39:40,670 - mmaction - INFO - Epoch [49][3620/3757] lr: 1.000e-03, eta: 4 days, 8:15:29, time: 1.839, data_time: 0.009, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8313, loss_cls: 1.5256, loss: 1.5256, grad_norm: 6.4097 2020-07-29 07:40:16,990 - mmaction - INFO - Epoch [49][3640/3757] lr: 1.000e-03, eta: 4 days, 8:14:47, time: 1.818, data_time: 0.009, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8453, loss_cls: 1.4878, loss: 1.4878, grad_norm: 6.6030 2020-07-29 07:40:55,076 - mmaction - INFO - Epoch [49][3660/3757] lr: 1.000e-03, eta: 4 days, 8:14:07, time: 1.903, data_time: 0.064, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8344, loss_cls: 1.5386, loss: 1.5386, grad_norm: 6.5081 2020-07-29 07:41:35,841 - mmaction - INFO - Epoch [49][3680/3757] lr: 1.000e-03, eta: 4 days, 8:13:29, time: 2.033, data_time: 0.085, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8492, loss_cls: 1.4261, loss: 1.4261, grad_norm: 6.3489 2020-07-29 07:42:17,939 - mmaction - INFO - Epoch [49][3700/3757] lr: 1.000e-03, eta: 4 days, 8:12:53, time: 2.111, data_time: 0.022, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8406, loss_cls: 1.5075, loss: 1.5075, grad_norm: 6.4874 2020-07-29 07:42:54,951 - mmaction - INFO - Epoch [49][3720/3757] lr: 1.000e-03, eta: 4 days, 8:12:12, time: 1.848, data_time: 0.256, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8414, loss_cls: 1.5189, loss: 1.5189, grad_norm: 6.4729 2020-07-29 07:43:33,682 - mmaction - INFO - Epoch [49][3740/3757] lr: 1.000e-03, eta: 4 days, 8:11:32, time: 1.936, data_time: 0.051, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8133, loss_cls: 1.6197, loss: 1.6197, grad_norm: 6.5123 2020-07-29 07:43:59,311 - mmaction - INFO - Saving checkpoint at 49 epochs 2020-07-29 07:44:57,861 - mmaction - INFO - Epoch [50][20/3757] lr: 1.000e-03, eta: 4 days, 8:10:04, time: 2.874, data_time: 1.008, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8375, loss_cls: 1.5047, loss: 1.5047, grad_norm: 6.5239 2020-07-29 07:45:35,306 - mmaction - INFO - Epoch [50][40/3757] lr: 1.000e-03, eta: 4 days, 8:09:23, time: 1.870, data_time: 0.149, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8266, loss_cls: 1.6191, loss: 1.6191, grad_norm: 6.7092 2020-07-29 07:46:13,941 - mmaction - INFO - Epoch [50][60/3757] lr: 1.000e-03, eta: 4 days, 8:08:44, time: 1.929, data_time: 0.017, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8578, loss_cls: 1.4292, loss: 1.4292, grad_norm: 6.3342 2020-07-29 07:46:55,909 - mmaction - INFO - Epoch [50][80/3757] lr: 1.000e-03, eta: 4 days, 8:08:08, time: 2.103, data_time: 0.010, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8570, loss_cls: 1.4401, loss: 1.4401, grad_norm: 6.5614 2020-07-29 07:47:34,809 - mmaction - INFO - Epoch [50][100/3757] lr: 1.000e-03, eta: 4 days, 8:07:28, time: 1.941, data_time: 0.008, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8531, loss_cls: 1.4467, loss: 1.4467, grad_norm: 6.3524 2020-07-29 07:48:15,172 - mmaction - INFO - Epoch [50][120/3757] lr: 1.000e-03, eta: 4 days, 8:06:50, time: 2.020, data_time: 0.010, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8398, loss_cls: 1.5026, loss: 1.5026, grad_norm: 6.3144 2020-07-29 07:48:49,737 - mmaction - INFO - Epoch [50][140/3757] lr: 1.000e-03, eta: 4 days, 8:06:06, time: 1.726, data_time: 0.010, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8313, loss_cls: 1.5616, loss: 1.5616, grad_norm: 6.5776 2020-07-29 07:49:28,662 - mmaction - INFO - Epoch [50][160/3757] lr: 1.000e-03, eta: 4 days, 8:05:27, time: 1.947, data_time: 0.009, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8469, loss_cls: 1.5066, loss: 1.5066, grad_norm: 6.3029 2020-07-29 07:50:08,415 - mmaction - INFO - Epoch [50][180/3757] lr: 1.000e-03, eta: 4 days, 8:04:49, time: 1.990, data_time: 0.078, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8445, loss_cls: 1.4451, loss: 1.4451, grad_norm: 6.3360 2020-07-29 07:50:51,073 - mmaction - INFO - Epoch [50][200/3757] lr: 1.000e-03, eta: 4 days, 8:04:13, time: 2.133, data_time: 0.004, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8539, loss_cls: 1.4466, loss: 1.4466, grad_norm: 6.5714 2020-07-29 07:51:27,362 - mmaction - INFO - Epoch [50][220/3757] lr: 1.000e-03, eta: 4 days, 8:03:31, time: 1.809, data_time: 0.009, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8477, loss_cls: 1.4620, loss: 1.4620, grad_norm: 6.4127 2020-07-29 07:52:07,070 - mmaction - INFO - Epoch [50][240/3757] lr: 1.000e-03, eta: 4 days, 8:02:52, time: 1.992, data_time: 0.009, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8328, loss_cls: 1.5012, loss: 1.5012, grad_norm: 6.3124 2020-07-29 07:52:46,416 - mmaction - INFO - Epoch [50][260/3757] lr: 1.000e-03, eta: 4 days, 8:02:13, time: 1.964, data_time: 0.008, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8430, loss_cls: 1.5464, loss: 1.5464, grad_norm: 6.5962 2020-07-29 07:53:25,032 - mmaction - INFO - Epoch [50][280/3757] lr: 1.000e-03, eta: 4 days, 8:01:34, time: 1.932, data_time: 0.009, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8547, loss_cls: 1.4462, loss: 1.4462, grad_norm: 6.5404 2020-07-29 07:54:04,111 - mmaction - INFO - Epoch [50][300/3757] lr: 1.000e-03, eta: 4 days, 8:00:55, time: 1.956, data_time: 0.012, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8672, loss_cls: 1.3737, loss: 1.3737, grad_norm: 6.2472 2020-07-29 07:54:42,094 - mmaction - INFO - Epoch [50][320/3757] lr: 1.000e-03, eta: 4 days, 8:00:14, time: 1.899, data_time: 0.002, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8375, loss_cls: 1.4825, loss: 1.4825, grad_norm: 6.4225 2020-07-29 07:55:19,946 - mmaction - INFO - Epoch [50][340/3757] lr: 1.000e-03, eta: 4 days, 7:59:34, time: 1.889, data_time: 0.013, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8320, loss_cls: 1.5299, loss: 1.5299, grad_norm: 6.5500 2020-07-29 07:56:01,346 - mmaction - INFO - Epoch [50][360/3757] lr: 1.000e-03, eta: 4 days, 7:58:57, time: 2.073, data_time: 0.008, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8344, loss_cls: 1.4686, loss: 1.4686, grad_norm: 6.5026 2020-07-29 07:56:38,548 - mmaction - INFO - Epoch [50][380/3757] lr: 1.000e-03, eta: 4 days, 7:58:16, time: 1.854, data_time: 0.008, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8398, loss_cls: 1.5256, loss: 1.5256, grad_norm: 6.6016 2020-07-29 07:57:19,363 - mmaction - INFO - Epoch [50][400/3757] lr: 1.000e-03, eta: 4 days, 7:57:38, time: 2.046, data_time: 0.009, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8297, loss_cls: 1.5209, loss: 1.5209, grad_norm: 6.4086 2020-07-29 07:57:58,761 - mmaction - INFO - Epoch [50][420/3757] lr: 1.000e-03, eta: 4 days, 7:56:59, time: 1.966, data_time: 0.011, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8570, loss_cls: 1.4714, loss: 1.4714, grad_norm: 6.6015 2020-07-29 07:58:38,983 - mmaction - INFO - Epoch [50][440/3757] lr: 1.000e-03, eta: 4 days, 7:56:21, time: 2.017, data_time: 0.014, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8391, loss_cls: 1.5042, loss: 1.5042, grad_norm: 6.4285 2020-07-29 07:59:17,564 - mmaction - INFO - Epoch [50][460/3757] lr: 1.000e-03, eta: 4 days, 7:55:41, time: 1.922, data_time: 0.008, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8211, loss_cls: 1.5454, loss: 1.5454, grad_norm: 6.4245 2020-07-29 08:00:00,969 - mmaction - INFO - Epoch [50][480/3757] lr: 1.000e-03, eta: 4 days, 7:55:07, time: 2.175, data_time: 0.009, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8406, loss_cls: 1.5463, loss: 1.5463, grad_norm: 6.5189 2020-07-29 08:00:39,553 - mmaction - INFO - Epoch [50][500/3757] lr: 1.000e-03, eta: 4 days, 7:54:27, time: 1.917, data_time: 0.010, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8500, loss_cls: 1.4329, loss: 1.4329, grad_norm: 6.4027 2020-07-29 08:01:18,086 - mmaction - INFO - Epoch [50][520/3757] lr: 1.000e-03, eta: 4 days, 7:53:47, time: 1.936, data_time: 0.028, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8391, loss_cls: 1.5388, loss: 1.5388, grad_norm: 6.4696 2020-07-29 08:01:57,263 - mmaction - INFO - Epoch [50][540/3757] lr: 1.000e-03, eta: 4 days, 7:53:08, time: 1.963, data_time: 0.143, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8359, loss_cls: 1.5504, loss: 1.5504, grad_norm: 6.6517 2020-07-29 08:02:37,368 - mmaction - INFO - Epoch [50][560/3757] lr: 1.000e-03, eta: 4 days, 7:52:30, time: 1.997, data_time: 0.154, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8477, loss_cls: 1.4416, loss: 1.4416, grad_norm: 6.4296 2020-07-29 08:03:19,105 - mmaction - INFO - Epoch [50][580/3757] lr: 1.000e-03, eta: 4 days, 7:51:54, time: 2.095, data_time: 0.120, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8414, loss_cls: 1.4514, loss: 1.4514, grad_norm: 6.3730 2020-07-29 08:03:56,738 - mmaction - INFO - Epoch [50][600/3757] lr: 1.000e-03, eta: 4 days, 7:51:13, time: 1.881, data_time: 0.036, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8281, loss_cls: 1.4829, loss: 1.4829, grad_norm: 6.4073 2020-07-29 08:04:33,118 - mmaction - INFO - Epoch [50][620/3757] lr: 1.000e-03, eta: 4 days, 7:50:31, time: 1.821, data_time: 0.384, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8320, loss_cls: 1.5139, loss: 1.5139, grad_norm: 6.5447 2020-07-29 08:05:12,277 - mmaction - INFO - Epoch [50][640/3757] lr: 1.000e-03, eta: 4 days, 7:49:52, time: 1.954, data_time: 0.589, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8313, loss_cls: 1.4991, loss: 1.4991, grad_norm: 6.4693 2020-07-29 08:05:53,125 - mmaction - INFO - Epoch [50][660/3757] lr: 1.000e-03, eta: 4 days, 7:49:14, time: 2.046, data_time: 0.240, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8492, loss_cls: 1.4500, loss: 1.4500, grad_norm: 6.4695 2020-07-29 08:06:32,958 - mmaction - INFO - Epoch [50][680/3757] lr: 1.000e-03, eta: 4 days, 7:48:36, time: 1.985, data_time: 0.285, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8359, loss_cls: 1.4569, loss: 1.4569, grad_norm: 6.5473 2020-07-29 08:07:12,682 - mmaction - INFO - Epoch [50][700/3757] lr: 1.000e-03, eta: 4 days, 7:47:57, time: 1.992, data_time: 0.011, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.4991, loss: 1.4991, grad_norm: 6.6238 2020-07-29 08:07:52,072 - mmaction - INFO - Epoch [50][720/3757] lr: 1.000e-03, eta: 4 days, 7:47:18, time: 1.970, data_time: 0.021, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8477, loss_cls: 1.4836, loss: 1.4836, grad_norm: 6.4064 2020-07-29 08:08:30,669 - mmaction - INFO - Epoch [50][740/3757] lr: 1.000e-03, eta: 4 days, 7:46:39, time: 1.929, data_time: 0.002, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8523, loss_cls: 1.4437, loss: 1.4437, grad_norm: 6.4489 2020-07-29 08:09:07,877 - mmaction - INFO - Epoch [50][760/3757] lr: 1.000e-03, eta: 4 days, 7:45:58, time: 1.860, data_time: 0.129, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8367, loss_cls: 1.5472, loss: 1.5472, grad_norm: 6.5829 2020-07-29 08:09:49,289 - mmaction - INFO - Epoch [50][780/3757] lr: 1.000e-03, eta: 4 days, 7:45:21, time: 2.067, data_time: 0.352, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8500, loss_cls: 1.4438, loss: 1.4438, grad_norm: 6.5575 2020-07-29 08:10:30,455 - mmaction - INFO - Epoch [50][800/3757] lr: 1.000e-03, eta: 4 days, 7:44:44, time: 2.059, data_time: 0.050, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8609, loss_cls: 1.3952, loss: 1.3952, grad_norm: 6.3063 2020-07-29 08:11:07,352 - mmaction - INFO - Epoch [50][820/3757] lr: 1.000e-03, eta: 4 days, 7:44:02, time: 1.848, data_time: 0.007, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8313, loss_cls: 1.5425, loss: 1.5425, grad_norm: 6.5960 2020-07-29 08:11:48,165 - mmaction - INFO - Epoch [50][840/3757] lr: 1.000e-03, eta: 4 days, 7:43:25, time: 2.035, data_time: 0.009, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8211, loss_cls: 1.6081, loss: 1.6081, grad_norm: 6.6429 2020-07-29 08:12:25,212 - mmaction - INFO - Epoch [50][860/3757] lr: 1.000e-03, eta: 4 days, 7:42:44, time: 1.857, data_time: 0.191, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8391, loss_cls: 1.5118, loss: 1.5118, grad_norm: 6.5793 2020-07-29 08:13:04,895 - mmaction - INFO - Epoch [50][880/3757] lr: 1.000e-03, eta: 4 days, 7:42:05, time: 1.980, data_time: 0.594, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8156, loss_cls: 1.6452, loss: 1.6452, grad_norm: 6.8183 2020-07-29 08:13:43,444 - mmaction - INFO - Epoch [50][900/3757] lr: 1.000e-03, eta: 4 days, 7:41:25, time: 1.930, data_time: 1.070, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8445, loss_cls: 1.4655, loss: 1.4655, grad_norm: 6.3864 2020-07-29 08:14:20,396 - mmaction - INFO - Epoch [50][920/3757] lr: 1.000e-03, eta: 4 days, 7:40:44, time: 1.846, data_time: 0.646, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8313, loss_cls: 1.5467, loss: 1.5467, grad_norm: 6.6766 2020-07-29 08:14:58,563 - mmaction - INFO - Epoch [50][940/3757] lr: 1.000e-03, eta: 4 days, 7:40:04, time: 1.912, data_time: 0.789, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8398, loss_cls: 1.4952, loss: 1.4952, grad_norm: 6.4542 2020-07-29 08:15:36,998 - mmaction - INFO - Epoch [50][960/3757] lr: 1.000e-03, eta: 4 days, 7:39:24, time: 1.918, data_time: 0.083, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8406, loss_cls: 1.4646, loss: 1.4646, grad_norm: 6.3916 2020-07-29 08:16:15,431 - mmaction - INFO - Epoch [50][980/3757] lr: 1.000e-03, eta: 4 days, 7:38:44, time: 1.925, data_time: 0.008, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8383, loss_cls: 1.4905, loss: 1.4905, grad_norm: 6.3948 2020-07-29 08:16:56,377 - mmaction - INFO - Epoch [50][1000/3757] lr: 1.000e-03, eta: 4 days, 7:38:06, time: 2.042, data_time: 0.007, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8164, loss_cls: 1.5756, loss: 1.5756, grad_norm: 6.5977 2020-07-29 08:17:34,752 - mmaction - INFO - Epoch [50][1020/3757] lr: 1.000e-03, eta: 4 days, 7:37:27, time: 1.921, data_time: 0.010, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8523, loss_cls: 1.4694, loss: 1.4694, grad_norm: 6.6066 2020-07-29 08:18:15,265 - mmaction - INFO - Epoch [50][1040/3757] lr: 1.000e-03, eta: 4 days, 7:36:49, time: 2.020, data_time: 0.011, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8359, loss_cls: 1.5270, loss: 1.5270, grad_norm: 6.8228 2020-07-29 08:18:54,208 - mmaction - INFO - Epoch [50][1060/3757] lr: 1.000e-03, eta: 4 days, 7:36:09, time: 1.955, data_time: 0.011, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8344, loss_cls: 1.4931, loss: 1.4931, grad_norm: 6.5659 2020-07-29 08:19:28,225 - mmaction - INFO - Epoch [50][1080/3757] lr: 1.000e-03, eta: 4 days, 7:35:25, time: 1.694, data_time: 0.008, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8547, loss_cls: 1.4228, loss: 1.4228, grad_norm: 6.3007 2020-07-29 08:20:04,370 - mmaction - INFO - Epoch [50][1100/3757] lr: 1.000e-03, eta: 4 days, 7:34:43, time: 1.812, data_time: 0.010, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8516, loss_cls: 1.4388, loss: 1.4388, grad_norm: 6.6058 2020-07-29 08:20:47,069 - mmaction - INFO - Epoch [50][1120/3757] lr: 1.000e-03, eta: 4 days, 7:34:07, time: 2.133, data_time: 0.008, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8398, loss_cls: 1.4488, loss: 1.4488, grad_norm: 6.5460 2020-07-29 08:21:26,137 - mmaction - INFO - Epoch [50][1140/3757] lr: 1.000e-03, eta: 4 days, 7:33:28, time: 1.952, data_time: 0.012, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8031, loss_cls: 1.6396, loss: 1.6396, grad_norm: 6.7681 2020-07-29 08:22:04,299 - mmaction - INFO - Epoch [50][1160/3757] lr: 1.000e-03, eta: 4 days, 7:32:48, time: 1.911, data_time: 0.008, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8469, loss_cls: 1.4959, loss: 1.4959, grad_norm: 6.4628 2020-07-29 08:22:44,286 - mmaction - INFO - Epoch [50][1180/3757] lr: 1.000e-03, eta: 4 days, 7:32:09, time: 1.993, data_time: 0.010, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8297, loss_cls: 1.5270, loss: 1.5270, grad_norm: 6.5772 2020-07-29 08:23:24,843 - mmaction - INFO - Epoch [50][1200/3757] lr: 1.000e-03, eta: 4 days, 7:31:32, time: 2.036, data_time: 0.012, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8461, loss_cls: 1.4863, loss: 1.4863, grad_norm: 6.5337 2020-07-29 08:24:01,076 - mmaction - INFO - Epoch [50][1220/3757] lr: 1.000e-03, eta: 4 days, 7:30:50, time: 1.812, data_time: 0.008, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8516, loss_cls: 1.4409, loss: 1.4409, grad_norm: 6.4539 2020-07-29 08:24:40,312 - mmaction - INFO - Epoch [50][1240/3757] lr: 1.000e-03, eta: 4 days, 7:30:11, time: 1.962, data_time: 0.007, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8430, loss_cls: 1.5152, loss: 1.5152, grad_norm: 6.6125 2020-07-29 08:25:17,321 - mmaction - INFO - Epoch [50][1260/3757] lr: 1.000e-03, eta: 4 days, 7:29:29, time: 1.845, data_time: 0.003, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8469, loss_cls: 1.4618, loss: 1.4618, grad_norm: 6.2950 2020-07-29 08:25:56,873 - mmaction - INFO - Epoch [50][1280/3757] lr: 1.000e-03, eta: 4 days, 7:28:51, time: 1.983, data_time: 0.010, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8461, loss_cls: 1.4539, loss: 1.4539, grad_norm: 6.3707 2020-07-29 08:26:34,476 - mmaction - INFO - Epoch [50][1300/3757] lr: 1.000e-03, eta: 4 days, 7:28:10, time: 1.870, data_time: 0.007, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8484, loss_cls: 1.4232, loss: 1.4232, grad_norm: 6.2422 2020-07-29 08:27:17,485 - mmaction - INFO - Epoch [50][1320/3757] lr: 1.000e-03, eta: 4 days, 7:27:35, time: 2.160, data_time: 0.012, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8305, loss_cls: 1.5589, loss: 1.5589, grad_norm: 6.6375 2020-07-29 08:27:56,191 - mmaction - INFO - Epoch [50][1340/3757] lr: 1.000e-03, eta: 4 days, 7:26:55, time: 1.926, data_time: 0.008, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8516, loss_cls: 1.4620, loss: 1.4620, grad_norm: 6.4557 2020-07-29 08:28:36,061 - mmaction - INFO - Epoch [50][1360/3757] lr: 1.000e-03, eta: 4 days, 7:26:17, time: 1.998, data_time: 0.012, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8453, loss_cls: 1.4508, loss: 1.4508, grad_norm: 6.4562 2020-07-29 08:29:13,913 - mmaction - INFO - Epoch [50][1380/3757] lr: 1.000e-03, eta: 4 days, 7:25:36, time: 1.891, data_time: 0.064, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8273, loss_cls: 1.4781, loss: 1.4781, grad_norm: 6.4098 2020-07-29 08:29:56,003 - mmaction - INFO - Epoch [50][1400/3757] lr: 1.000e-03, eta: 4 days, 7:25:00, time: 2.111, data_time: 0.176, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8289, loss_cls: 1.5203, loss: 1.5203, grad_norm: 6.5260 2020-07-29 08:30:33,490 - mmaction - INFO - Epoch [50][1420/3757] lr: 1.000e-03, eta: 4 days, 7:24:19, time: 1.871, data_time: 0.611, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8625, loss_cls: 1.3768, loss: 1.3768, grad_norm: 6.5178 2020-07-29 08:31:13,682 - mmaction - INFO - Epoch [50][1440/3757] lr: 1.000e-03, eta: 4 days, 7:23:41, time: 2.012, data_time: 0.674, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8414, loss_cls: 1.4806, loss: 1.4806, grad_norm: 6.4852 2020-07-29 08:31:50,038 - mmaction - INFO - Epoch [50][1460/3757] lr: 1.000e-03, eta: 4 days, 7:22:59, time: 1.810, data_time: 0.322, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8258, loss_cls: 1.5268, loss: 1.5268, grad_norm: 6.4167 2020-07-29 08:32:30,510 - mmaction - INFO - Epoch [50][1480/3757] lr: 1.000e-03, eta: 4 days, 7:22:21, time: 2.031, data_time: 0.354, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8461, loss_cls: 1.4565, loss: 1.4565, grad_norm: 6.5348 2020-07-29 08:33:06,204 - mmaction - INFO - Epoch [50][1500/3757] lr: 1.000e-03, eta: 4 days, 7:21:39, time: 1.788, data_time: 0.044, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8438, loss_cls: 1.5126, loss: 1.5126, grad_norm: 6.4657 2020-07-29 08:33:43,214 - mmaction - INFO - Epoch [50][1520/3757] lr: 1.000e-03, eta: 4 days, 7:20:57, time: 1.840, data_time: 0.009, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8523, loss_cls: 1.4392, loss: 1.4392, grad_norm: 6.3426 2020-07-29 08:34:22,590 - mmaction - INFO - Epoch [50][1540/3757] lr: 1.000e-03, eta: 4 days, 7:20:18, time: 1.976, data_time: 0.013, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8305, loss_cls: 1.5793, loss: 1.5793, grad_norm: 6.8424 2020-07-29 08:35:04,088 - mmaction - INFO - Epoch [50][1560/3757] lr: 1.000e-03, eta: 4 days, 7:19:42, time: 2.076, data_time: 0.006, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8352, loss_cls: 1.5223, loss: 1.5223, grad_norm: 6.4879 2020-07-29 08:35:40,851 - mmaction - INFO - Epoch [50][1580/3757] lr: 1.000e-03, eta: 4 days, 7:19:00, time: 1.835, data_time: 0.003, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8164, loss_cls: 1.5556, loss: 1.5556, grad_norm: 6.4700 2020-07-29 08:36:21,014 - mmaction - INFO - Epoch [50][1600/3757] lr: 1.000e-03, eta: 4 days, 7:18:22, time: 2.013, data_time: 0.008, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8305, loss_cls: 1.5008, loss: 1.5008, grad_norm: 6.5571 2020-07-29 08:37:00,968 - mmaction - INFO - Epoch [50][1620/3757] lr: 1.000e-03, eta: 4 days, 7:17:44, time: 1.993, data_time: 0.008, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.4794, loss: 1.4794, grad_norm: 6.5431 2020-07-29 08:37:40,374 - mmaction - INFO - Epoch [50][1640/3757] lr: 1.000e-03, eta: 4 days, 7:17:05, time: 1.973, data_time: 0.007, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8352, loss_cls: 1.4670, loss: 1.4670, grad_norm: 6.4397 2020-07-29 08:38:17,905 - mmaction - INFO - Epoch [50][1660/3757] lr: 1.000e-03, eta: 4 days, 7:16:24, time: 1.874, data_time: 0.030, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8320, loss_cls: 1.5439, loss: 1.5439, grad_norm: 6.4673 2020-07-29 08:38:57,847 - mmaction - INFO - Epoch [50][1680/3757] lr: 1.000e-03, eta: 4 days, 7:15:46, time: 2.000, data_time: 0.127, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8461, loss_cls: 1.4554, loss: 1.4554, grad_norm: 6.4392 2020-07-29 08:39:39,886 - mmaction - INFO - Epoch [50][1700/3757] lr: 1.000e-03, eta: 4 days, 7:15:09, time: 2.098, data_time: 0.018, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8305, loss_cls: 1.5812, loss: 1.5812, grad_norm: 6.6768 2020-07-29 08:40:19,658 - mmaction - INFO - Epoch [50][1720/3757] lr: 1.000e-03, eta: 4 days, 7:14:31, time: 1.990, data_time: 0.011, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8391, loss_cls: 1.5155, loss: 1.5155, grad_norm: 6.4773 2020-07-29 08:40:58,050 - mmaction - INFO - Epoch [50][1740/3757] lr: 1.000e-03, eta: 4 days, 7:13:51, time: 1.923, data_time: 0.286, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8469, loss_cls: 1.4928, loss: 1.4928, grad_norm: 6.4403 2020-07-29 08:41:36,359 - mmaction - INFO - Epoch [50][1760/3757] lr: 1.000e-03, eta: 4 days, 7:13:11, time: 1.911, data_time: 0.937, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8570, loss_cls: 1.4168, loss: 1.4168, grad_norm: 6.3909 2020-07-29 08:42:12,730 - mmaction - INFO - Epoch [50][1780/3757] lr: 1.000e-03, eta: 4 days, 7:12:29, time: 1.821, data_time: 1.241, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8297, loss_cls: 1.5872, loss: 1.5872, grad_norm: 6.6703 2020-07-29 08:42:55,102 - mmaction - INFO - Epoch [50][1800/3757] lr: 1.000e-03, eta: 4 days, 7:11:53, time: 2.115, data_time: 1.412, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8453, loss_cls: 1.4374, loss: 1.4374, grad_norm: 6.4431 2020-07-29 08:43:33,801 - mmaction - INFO - Epoch [50][1820/3757] lr: 1.000e-03, eta: 4 days, 7:11:14, time: 1.940, data_time: 1.378, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8438, loss_cls: 1.4502, loss: 1.4502, grad_norm: 6.4377 2020-07-29 08:44:13,774 - mmaction - INFO - Epoch [50][1840/3757] lr: 1.000e-03, eta: 4 days, 7:10:35, time: 1.996, data_time: 1.396, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8414, loss_cls: 1.4648, loss: 1.4648, grad_norm: 6.5496 2020-07-29 08:44:49,927 - mmaction - INFO - Epoch [50][1860/3757] lr: 1.000e-03, eta: 4 days, 7:09:53, time: 1.810, data_time: 0.837, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8570, loss_cls: 1.4181, loss: 1.4181, grad_norm: 6.4026 2020-07-29 08:45:28,028 - mmaction - INFO - Epoch [50][1880/3757] lr: 1.000e-03, eta: 4 days, 7:09:13, time: 1.902, data_time: 0.464, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8469, loss_cls: 1.4680, loss: 1.4680, grad_norm: 6.6377 2020-07-29 08:46:08,289 - mmaction - INFO - Epoch [50][1900/3757] lr: 1.000e-03, eta: 4 days, 7:08:35, time: 2.017, data_time: 0.210, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8453, loss_cls: 1.4998, loss: 1.4998, grad_norm: 6.4244 2020-07-29 08:46:48,264 - mmaction - INFO - Epoch [50][1920/3757] lr: 1.000e-03, eta: 4 days, 7:07:57, time: 1.990, data_time: 0.137, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8477, loss_cls: 1.4898, loss: 1.4898, grad_norm: 6.5298 2020-07-29 08:47:27,824 - mmaction - INFO - Epoch [50][1940/3757] lr: 1.000e-03, eta: 4 days, 7:07:18, time: 1.985, data_time: 0.651, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8430, loss_cls: 1.4882, loss: 1.4882, grad_norm: 6.5397 2020-07-29 08:48:07,193 - mmaction - INFO - Epoch [50][1960/3757] lr: 1.000e-03, eta: 4 days, 7:06:39, time: 1.961, data_time: 0.595, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8500, loss_cls: 1.4571, loss: 1.4571, grad_norm: 6.3559 2020-07-29 08:48:43,455 - mmaction - INFO - Epoch [50][1980/3757] lr: 1.000e-03, eta: 4 days, 7:05:57, time: 1.820, data_time: 1.094, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8414, loss_cls: 1.4851, loss: 1.4851, grad_norm: 6.7269 2020-07-29 08:49:21,211 - mmaction - INFO - Epoch [50][2000/3757] lr: 1.000e-03, eta: 4 days, 7:05:16, time: 1.889, data_time: 1.330, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8492, loss_cls: 1.4645, loss: 1.4645, grad_norm: 6.6091 2020-07-29 08:50:02,076 - mmaction - INFO - Epoch [50][2020/3757] lr: 1.000e-03, eta: 4 days, 7:04:39, time: 2.042, data_time: 0.533, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8195, loss_cls: 1.5885, loss: 1.5885, grad_norm: 6.8090 2020-07-29 08:50:41,483 - mmaction - INFO - Epoch [50][2040/3757] lr: 1.000e-03, eta: 4 days, 7:04:00, time: 1.960, data_time: 0.010, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8477, loss_cls: 1.4153, loss: 1.4153, grad_norm: 6.5909 2020-07-29 08:51:17,183 - mmaction - INFO - Epoch [50][2060/3757] lr: 1.000e-03, eta: 4 days, 7:03:17, time: 1.796, data_time: 0.014, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8242, loss_cls: 1.5589, loss: 1.5589, grad_norm: 6.6212 2020-07-29 08:51:58,045 - mmaction - INFO - Epoch [50][2080/3757] lr: 1.000e-03, eta: 4 days, 7:02:40, time: 2.044, data_time: 0.068, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8305, loss_cls: 1.5545, loss: 1.5545, grad_norm: 6.6131 2020-07-29 08:52:36,473 - mmaction - INFO - Epoch [50][2100/3757] lr: 1.000e-03, eta: 4 days, 7:02:00, time: 1.911, data_time: 0.009, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8289, loss_cls: 1.5228, loss: 1.5228, grad_norm: 6.5298 2020-07-29 08:53:13,329 - mmaction - INFO - Epoch [50][2120/3757] lr: 1.000e-03, eta: 4 days, 7:01:19, time: 1.853, data_time: 0.012, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8586, loss_cls: 1.3876, loss: 1.3876, grad_norm: 6.3963 2020-07-29 08:53:53,241 - mmaction - INFO - Epoch [50][2140/3757] lr: 1.000e-03, eta: 4 days, 7:00:40, time: 1.989, data_time: 0.007, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8438, loss_cls: 1.4213, loss: 1.4213, grad_norm: 6.4146 2020-07-29 08:54:32,812 - mmaction - INFO - Epoch [50][2160/3757] lr: 1.000e-03, eta: 4 days, 7:00:02, time: 1.984, data_time: 0.009, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8273, loss_cls: 1.5662, loss: 1.5662, grad_norm: 6.3378 2020-07-29 08:55:14,293 - mmaction - INFO - Epoch [50][2180/3757] lr: 1.000e-03, eta: 4 days, 6:59:25, time: 2.071, data_time: 0.009, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8469, loss_cls: 1.4615, loss: 1.4615, grad_norm: 6.4737 2020-07-29 08:55:53,535 - mmaction - INFO - Epoch [50][2200/3757] lr: 1.000e-03, eta: 4 days, 6:58:46, time: 1.965, data_time: 0.007, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8461, loss_cls: 1.4392, loss: 1.4392, grad_norm: 6.5480 2020-07-29 08:56:32,311 - mmaction - INFO - Epoch [50][2220/3757] lr: 1.000e-03, eta: 4 days, 6:58:06, time: 1.932, data_time: 0.008, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8258, loss_cls: 1.5353, loss: 1.5353, grad_norm: 6.7979 2020-07-29 08:57:06,821 - mmaction - INFO - Epoch [50][2240/3757] lr: 1.000e-03, eta: 4 days, 6:57:22, time: 1.723, data_time: 0.010, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8336, loss_cls: 1.4563, loss: 1.4563, grad_norm: 6.4187 2020-07-29 08:57:46,048 - mmaction - INFO - Epoch [50][2260/3757] lr: 1.000e-03, eta: 4 days, 6:56:43, time: 1.971, data_time: 0.012, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8305, loss_cls: 1.5569, loss: 1.5569, grad_norm: 6.5987 2020-07-29 08:58:24,194 - mmaction - INFO - Epoch [50][2280/3757] lr: 1.000e-03, eta: 4 days, 6:56:03, time: 1.900, data_time: 0.008, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8344, loss_cls: 1.5413, loss: 1.5413, grad_norm: 6.6012 2020-07-29 08:59:03,753 - mmaction - INFO - Epoch [50][2300/3757] lr: 1.000e-03, eta: 4 days, 6:55:24, time: 1.985, data_time: 0.010, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8422, loss_cls: 1.4844, loss: 1.4844, grad_norm: 6.3846 2020-07-29 08:59:44,830 - mmaction - INFO - Epoch [50][2320/3757] lr: 1.000e-03, eta: 4 days, 6:54:47, time: 2.054, data_time: 0.022, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8266, loss_cls: 1.5527, loss: 1.5527, grad_norm: 6.4459 2020-07-29 09:00:22,793 - mmaction - INFO - Epoch [50][2340/3757] lr: 1.000e-03, eta: 4 days, 6:54:07, time: 1.880, data_time: 0.119, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8469, loss_cls: 1.4675, loss: 1.4675, grad_norm: 6.6963 2020-07-29 09:01:01,440 - mmaction - INFO - Epoch [50][2360/3757] lr: 1.000e-03, eta: 4 days, 6:53:27, time: 1.950, data_time: 0.127, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8445, loss_cls: 1.5023, loss: 1.5023, grad_norm: 6.5756 2020-07-29 09:01:43,050 - mmaction - INFO - Epoch [50][2380/3757] lr: 1.000e-03, eta: 4 days, 6:52:51, time: 2.078, data_time: 0.388, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4813, loss: 1.4813, grad_norm: 6.4464 2020-07-29 09:02:23,507 - mmaction - INFO - Epoch [50][2400/3757] lr: 1.000e-03, eta: 4 days, 6:52:13, time: 2.022, data_time: 0.008, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8547, loss_cls: 1.3405, loss: 1.3405, grad_norm: 6.2698 2020-07-29 09:03:00,136 - mmaction - INFO - Epoch [50][2420/3757] lr: 1.000e-03, eta: 4 days, 6:51:31, time: 1.835, data_time: 0.009, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8414, loss_cls: 1.5452, loss: 1.5452, grad_norm: 6.6359 2020-07-29 09:03:39,197 - mmaction - INFO - Epoch [50][2440/3757] lr: 1.000e-03, eta: 4 days, 6:50:52, time: 1.950, data_time: 0.004, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8578, loss_cls: 1.4341, loss: 1.4341, grad_norm: 6.2523 2020-07-29 09:04:16,986 - mmaction - INFO - Epoch [50][2460/3757] lr: 1.000e-03, eta: 4 days, 6:50:11, time: 1.886, data_time: 0.018, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8336, loss_cls: 1.5366, loss: 1.5366, grad_norm: 6.4900 2020-07-29 09:04:57,362 - mmaction - INFO - Epoch [50][2480/3757] lr: 1.000e-03, eta: 4 days, 6:49:33, time: 2.022, data_time: 0.248, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8211, loss_cls: 1.5251, loss: 1.5251, grad_norm: 6.5463 2020-07-29 09:05:35,644 - mmaction - INFO - Epoch [50][2500/3757] lr: 1.000e-03, eta: 4 days, 6:48:53, time: 1.915, data_time: 0.626, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8320, loss_cls: 1.4934, loss: 1.4934, grad_norm: 6.3879 2020-07-29 09:06:13,593 - mmaction - INFO - Epoch [50][2520/3757] lr: 1.000e-03, eta: 4 days, 6:48:13, time: 1.899, data_time: 0.008, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8344, loss_cls: 1.5328, loss: 1.5328, grad_norm: 6.6579 2020-07-29 09:06:53,938 - mmaction - INFO - Epoch [50][2540/3757] lr: 1.000e-03, eta: 4 days, 6:47:35, time: 2.013, data_time: 0.012, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8531, loss_cls: 1.4795, loss: 1.4795, grad_norm: 6.4857 2020-07-29 09:07:33,368 - mmaction - INFO - Epoch [50][2560/3757] lr: 1.000e-03, eta: 4 days, 6:46:56, time: 1.977, data_time: 0.010, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8273, loss_cls: 1.5622, loss: 1.5622, grad_norm: 6.6165 2020-07-29 09:08:13,330 - mmaction - INFO - Epoch [50][2580/3757] lr: 1.000e-03, eta: 4 days, 6:46:18, time: 1.993, data_time: 0.008, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8258, loss_cls: 1.5779, loss: 1.5779, grad_norm: 6.7958 2020-07-29 09:08:54,240 - mmaction - INFO - Epoch [50][2600/3757] lr: 1.000e-03, eta: 4 days, 6:45:41, time: 2.050, data_time: 0.065, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8445, loss_cls: 1.4985, loss: 1.4985, grad_norm: 6.3763 2020-07-29 09:09:34,671 - mmaction - INFO - Epoch [50][2620/3757] lr: 1.000e-03, eta: 4 days, 6:45:03, time: 2.016, data_time: 0.326, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8523, loss_cls: 1.3824, loss: 1.3824, grad_norm: 6.2079 2020-07-29 09:10:16,674 - mmaction - INFO - Epoch [50][2640/3757] lr: 1.000e-03, eta: 4 days, 6:44:27, time: 2.106, data_time: 0.576, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8430, loss_cls: 1.4929, loss: 1.4929, grad_norm: 6.5501 2020-07-29 09:10:51,400 - mmaction - INFO - Epoch [50][2660/3757] lr: 1.000e-03, eta: 4 days, 6:43:43, time: 1.737, data_time: 0.002, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8258, loss_cls: 1.5423, loss: 1.5423, grad_norm: 6.5576 2020-07-29 09:11:31,953 - mmaction - INFO - Epoch [50][2680/3757] lr: 1.000e-03, eta: 4 days, 6:43:05, time: 2.024, data_time: 0.164, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8453, loss_cls: 1.4489, loss: 1.4489, grad_norm: 6.6056 2020-07-29 09:12:11,823 - mmaction - INFO - Epoch [50][2700/3757] lr: 1.000e-03, eta: 4 days, 6:42:27, time: 1.988, data_time: 0.072, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8414, loss_cls: 1.4854, loss: 1.4854, grad_norm: 6.5660 2020-07-29 09:12:52,630 - mmaction - INFO - Epoch [50][2720/3757] lr: 1.000e-03, eta: 4 days, 6:41:49, time: 2.044, data_time: 0.029, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8406, loss_cls: 1.4876, loss: 1.4876, grad_norm: 6.3017 2020-07-29 09:13:29,347 - mmaction - INFO - Epoch [50][2740/3757] lr: 1.000e-03, eta: 4 days, 6:41:08, time: 1.839, data_time: 0.049, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8453, loss_cls: 1.4644, loss: 1.4644, grad_norm: 6.5656 2020-07-29 09:14:09,530 - mmaction - INFO - Epoch [50][2760/3757] lr: 1.000e-03, eta: 4 days, 6:40:30, time: 2.009, data_time: 0.009, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8281, loss_cls: 1.5233, loss: 1.5233, grad_norm: 6.4988 2020-07-29 09:14:45,328 - mmaction - INFO - Epoch [50][2780/3757] lr: 1.000e-03, eta: 4 days, 6:39:47, time: 1.792, data_time: 0.259, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8391, loss_cls: 1.5192, loss: 1.5192, grad_norm: 6.5537 2020-07-29 09:15:22,349 - mmaction - INFO - Epoch [50][2800/3757] lr: 1.000e-03, eta: 4 days, 6:39:06, time: 1.846, data_time: 0.101, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8453, loss_cls: 1.4371, loss: 1.4371, grad_norm: 6.5700 2020-07-29 09:16:02,722 - mmaction - INFO - Epoch [50][2820/3757] lr: 1.000e-03, eta: 4 days, 6:38:28, time: 2.022, data_time: 0.010, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8375, loss_cls: 1.5209, loss: 1.5209, grad_norm: 6.5391 2020-07-29 09:16:41,739 - mmaction - INFO - Epoch [50][2840/3757] lr: 1.000e-03, eta: 4 days, 6:37:49, time: 1.948, data_time: 0.006, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8453, loss_cls: 1.4395, loss: 1.4395, grad_norm: 6.4182 2020-07-29 09:17:19,261 - mmaction - INFO - Epoch [50][2860/3757] lr: 1.000e-03, eta: 4 days, 6:37:08, time: 1.879, data_time: 0.008, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8406, loss_cls: 1.5019, loss: 1.5019, grad_norm: 6.4340 2020-07-29 09:17:58,054 - mmaction - INFO - Epoch [50][2880/3757] lr: 1.000e-03, eta: 4 days, 6:36:28, time: 1.940, data_time: 0.008, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8344, loss_cls: 1.5454, loss: 1.5454, grad_norm: 6.6325 2020-07-29 09:18:41,093 - mmaction - INFO - Epoch [50][2900/3757] lr: 1.000e-03, eta: 4 days, 6:35:53, time: 2.151, data_time: 0.002, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8422, loss_cls: 1.4740, loss: 1.4740, grad_norm: 6.5476 2020-07-29 09:19:17,267 - mmaction - INFO - Epoch [50][2920/3757] lr: 1.000e-03, eta: 4 days, 6:35:11, time: 1.803, data_time: 0.007, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8375, loss_cls: 1.5151, loss: 1.5151, grad_norm: 6.6329 2020-07-29 09:19:57,197 - mmaction - INFO - Epoch [50][2940/3757] lr: 1.000e-03, eta: 4 days, 6:34:33, time: 2.003, data_time: 0.040, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8570, loss_cls: 1.4178, loss: 1.4178, grad_norm: 6.7152 2020-07-29 09:20:32,751 - mmaction - INFO - Epoch [50][2960/3757] lr: 1.000e-03, eta: 4 days, 6:33:50, time: 1.772, data_time: 0.007, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8367, loss_cls: 1.5199, loss: 1.5199, grad_norm: 6.7187 2020-07-29 09:21:11,562 - mmaction - INFO - Epoch [50][2980/3757] lr: 1.000e-03, eta: 4 days, 6:33:10, time: 1.946, data_time: 0.238, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 1.4592, loss: 1.4592, grad_norm: 6.4154 2020-07-29 09:21:56,308 - mmaction - INFO - Epoch [50][3000/3757] lr: 1.000e-03, eta: 4 days, 6:32:37, time: 2.234, data_time: 0.008, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8195, loss_cls: 1.5816, loss: 1.5816, grad_norm: 6.7173 2020-07-29 09:22:32,800 - mmaction - INFO - Epoch [50][3020/3757] lr: 1.000e-03, eta: 4 days, 6:31:55, time: 1.827, data_time: 0.008, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8656, loss_cls: 1.3885, loss: 1.3885, grad_norm: 6.5397 2020-07-29 09:23:10,705 - mmaction - INFO - Epoch [50][3040/3757] lr: 1.000e-03, eta: 4 days, 6:31:15, time: 1.893, data_time: 0.035, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8508, loss_cls: 1.4539, loss: 1.4539, grad_norm: 6.6929 2020-07-29 09:23:51,307 - mmaction - INFO - Epoch [50][3060/3757] lr: 1.000e-03, eta: 4 days, 6:30:37, time: 2.031, data_time: 0.042, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8273, loss_cls: 1.5497, loss: 1.5497, grad_norm: 6.7359 2020-07-29 09:24:25,115 - mmaction - INFO - Epoch [50][3080/3757] lr: 1.000e-03, eta: 4 days, 6:29:52, time: 1.686, data_time: 0.010, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8445, loss_cls: 1.4921, loss: 1.4921, grad_norm: 6.6348 2020-07-29 09:25:06,687 - mmaction - INFO - Epoch [50][3100/3757] lr: 1.000e-03, eta: 4 days, 6:29:16, time: 2.084, data_time: 0.165, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8508, loss_cls: 1.4577, loss: 1.4577, grad_norm: 6.5701 2020-07-29 09:25:44,417 - mmaction - INFO - Epoch [50][3120/3757] lr: 1.000e-03, eta: 4 days, 6:28:35, time: 1.887, data_time: 0.359, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8391, loss_cls: 1.5178, loss: 1.5178, grad_norm: 6.6413 2020-07-29 09:26:25,906 - mmaction - INFO - Epoch [50][3140/3757] lr: 1.000e-03, eta: 4 days, 6:27:58, time: 2.073, data_time: 0.016, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8422, loss_cls: 1.4550, loss: 1.4550, grad_norm: 6.4657 2020-07-29 09:27:05,255 - mmaction - INFO - Epoch [50][3160/3757] lr: 1.000e-03, eta: 4 days, 6:27:19, time: 1.970, data_time: 0.005, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8492, loss_cls: 1.4531, loss: 1.4531, grad_norm: 6.4903 2020-07-29 09:27:43,876 - mmaction - INFO - Epoch [50][3180/3757] lr: 1.000e-03, eta: 4 days, 6:26:40, time: 1.929, data_time: 0.002, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8461, loss_cls: 1.4594, loss: 1.4594, grad_norm: 6.5555 2020-07-29 09:28:23,177 - mmaction - INFO - Epoch [50][3200/3757] lr: 1.000e-03, eta: 4 days, 6:26:01, time: 1.965, data_time: 0.010, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8234, loss_cls: 1.5360, loss: 1.5360, grad_norm: 6.7806 2020-07-29 09:28:57,228 - mmaction - INFO - Epoch [50][3220/3757] lr: 1.000e-03, eta: 4 days, 6:25:17, time: 1.704, data_time: 0.003, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8602, loss_cls: 1.3924, loss: 1.3924, grad_norm: 6.3783 2020-07-29 09:29:35,867 - mmaction - INFO - Epoch [50][3240/3757] lr: 1.000e-03, eta: 4 days, 6:24:37, time: 1.925, data_time: 0.179, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8211, loss_cls: 1.5724, loss: 1.5724, grad_norm: 6.6492 2020-07-29 09:30:16,828 - mmaction - INFO - Epoch [50][3260/3757] lr: 1.000e-03, eta: 4 days, 6:24:00, time: 2.055, data_time: 0.885, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8453, loss_cls: 1.5012, loss: 1.5012, grad_norm: 6.6859 2020-07-29 09:31:00,461 - mmaction - INFO - Epoch [50][3280/3757] lr: 1.000e-03, eta: 4 days, 6:23:25, time: 2.180, data_time: 1.441, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8438, loss_cls: 1.4850, loss: 1.4850, grad_norm: 6.6285 2020-07-29 09:31:35,839 - mmaction - INFO - Epoch [50][3300/3757] lr: 1.000e-03, eta: 4 days, 6:22:42, time: 1.767, data_time: 1.116, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8227, loss_cls: 1.5707, loss: 1.5707, grad_norm: 6.6141 2020-07-29 09:32:12,698 - mmaction - INFO - Epoch [50][3320/3757] lr: 1.000e-03, eta: 4 days, 6:22:01, time: 1.846, data_time: 0.293, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8336, loss_cls: 1.5124, loss: 1.5124, grad_norm: 6.7083 2020-07-29 09:32:50,156 - mmaction - INFO - Epoch [50][3340/3757] lr: 1.000e-03, eta: 4 days, 6:21:20, time: 1.866, data_time: 0.007, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8508, loss_cls: 1.4719, loss: 1.4719, grad_norm: 6.4107 2020-07-29 09:33:32,777 - mmaction - INFO - Epoch [50][3360/3757] lr: 1.000e-03, eta: 4 days, 6:20:44, time: 2.137, data_time: 0.010, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8500, loss_cls: 1.4566, loss: 1.4566, grad_norm: 6.4011 2020-07-29 09:34:08,357 - mmaction - INFO - Epoch [50][3380/3757] lr: 1.000e-03, eta: 4 days, 6:20:01, time: 1.780, data_time: 0.003, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8430, loss_cls: 1.4968, loss: 1.4968, grad_norm: 6.7407 2020-07-29 09:34:48,942 - mmaction - INFO - Epoch [50][3400/3757] lr: 1.000e-03, eta: 4 days, 6:19:24, time: 2.030, data_time: 0.003, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8461, loss_cls: 1.5342, loss: 1.5342, grad_norm: 6.6680 2020-07-29 09:35:27,989 - mmaction - INFO - Epoch [50][3420/3757] lr: 1.000e-03, eta: 4 days, 6:18:44, time: 1.949, data_time: 0.008, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8531, loss_cls: 1.4229, loss: 1.4229, grad_norm: 6.4147 2020-07-29 09:36:12,149 - mmaction - INFO - Epoch [50][3440/3757] lr: 1.000e-03, eta: 4 days, 6:18:10, time: 2.209, data_time: 0.010, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8352, loss_cls: 1.4899, loss: 1.4899, grad_norm: 6.6665 2020-07-29 09:36:48,389 - mmaction - INFO - Epoch [50][3460/3757] lr: 1.000e-03, eta: 4 days, 6:17:28, time: 1.806, data_time: 0.009, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8477, loss_cls: 1.4243, loss: 1.4243, grad_norm: 6.3914 2020-07-29 09:37:23,803 - mmaction - INFO - Epoch [50][3480/3757] lr: 1.000e-03, eta: 4 days, 6:16:45, time: 1.777, data_time: 0.417, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8477, loss_cls: 1.4120, loss: 1.4120, grad_norm: 6.3323 2020-07-29 09:38:01,289 - mmaction - INFO - Epoch [50][3500/3757] lr: 1.000e-03, eta: 4 days, 6:16:04, time: 1.869, data_time: 0.346, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8633, loss_cls: 1.4086, loss: 1.4086, grad_norm: 6.3864 2020-07-29 09:38:40,748 - mmaction - INFO - Epoch [50][3520/3757] lr: 1.000e-03, eta: 4 days, 6:15:26, time: 1.980, data_time: 0.017, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8398, loss_cls: 1.4576, loss: 1.4576, grad_norm: 6.3654 2020-07-29 09:39:20,291 - mmaction - INFO - Epoch [50][3540/3757] lr: 1.000e-03, eta: 4 days, 6:14:47, time: 1.969, data_time: 0.009, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8469, loss_cls: 1.4472, loss: 1.4472, grad_norm: 6.5837 2020-07-29 09:40:01,577 - mmaction - INFO - Epoch [50][3560/3757] lr: 1.000e-03, eta: 4 days, 6:14:10, time: 2.072, data_time: 0.011, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8406, loss_cls: 1.5275, loss: 1.5275, grad_norm: 6.5575 2020-07-29 09:40:39,984 - mmaction - INFO - Epoch [50][3580/3757] lr: 1.000e-03, eta: 4 days, 6:13:30, time: 1.917, data_time: 0.015, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8273, loss_cls: 1.5313, loss: 1.5313, grad_norm: 6.6227 2020-07-29 09:41:19,733 - mmaction - INFO - Epoch [50][3600/3757] lr: 1.000e-03, eta: 4 days, 6:12:52, time: 1.991, data_time: 0.244, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8469, loss_cls: 1.4500, loss: 1.4500, grad_norm: 6.3574 2020-07-29 09:41:57,813 - mmaction - INFO - Epoch [50][3620/3757] lr: 1.000e-03, eta: 4 days, 6:12:11, time: 1.897, data_time: 0.065, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8266, loss_cls: 1.5806, loss: 1.5806, grad_norm: 6.6840 2020-07-29 09:42:32,987 - mmaction - INFO - Epoch [50][3640/3757] lr: 1.000e-03, eta: 4 days, 6:11:28, time: 1.763, data_time: 0.023, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8500, loss_cls: 1.4242, loss: 1.4242, grad_norm: 6.4297 2020-07-29 09:43:14,541 - mmaction - INFO - Epoch [50][3660/3757] lr: 1.000e-03, eta: 4 days, 6:10:51, time: 2.071, data_time: 0.370, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8227, loss_cls: 1.6051, loss: 1.6051, grad_norm: 6.9326 2020-07-29 09:43:52,157 - mmaction - INFO - Epoch [50][3680/3757] lr: 1.000e-03, eta: 4 days, 6:10:11, time: 1.888, data_time: 0.184, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8219, loss_cls: 1.5901, loss: 1.5901, grad_norm: 6.7331 2020-07-29 09:44:33,251 - mmaction - INFO - Epoch [50][3700/3757] lr: 1.000e-03, eta: 4 days, 6:09:33, time: 2.045, data_time: 0.008, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8438, loss_cls: 1.4581, loss: 1.4581, grad_norm: 6.3971 2020-07-29 09:45:12,878 - mmaction - INFO - Epoch [50][3720/3757] lr: 1.000e-03, eta: 4 days, 6:08:54, time: 1.970, data_time: 0.012, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8477, loss_cls: 1.4131, loss: 1.4131, grad_norm: 6.5444 2020-07-29 09:45:49,092 - mmaction - INFO - Epoch [50][3740/3757] lr: 1.000e-03, eta: 4 days, 6:08:13, time: 1.827, data_time: 0.027, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8406, loss_cls: 1.4907, loss: 1.4907, grad_norm: 6.5298 2020-07-29 09:46:14,705 - mmaction - INFO - Saving checkpoint at 50 epochs 2020-07-29 09:47:10,237 - mmaction - INFO - Epoch [51][20/3757] lr: 1.000e-03, eta: 4 days, 6:06:42, time: 2.710, data_time: 0.780, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8469, loss_cls: 1.4403, loss: 1.4403, grad_norm: 6.4736 2020-07-29 09:47:51,527 - mmaction - INFO - Epoch [51][40/3757] lr: 1.000e-03, eta: 4 days, 6:06:05, time: 2.057, data_time: 0.087, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8258, loss_cls: 1.5308, loss: 1.5308, grad_norm: 6.4957 2020-07-29 09:48:33,001 - mmaction - INFO - Epoch [51][60/3757] lr: 1.000e-03, eta: 4 days, 6:05:28, time: 2.074, data_time: 0.054, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8266, loss_cls: 1.5259, loss: 1.5259, grad_norm: 6.4822 2020-07-29 09:49:15,958 - mmaction - INFO - Epoch [51][80/3757] lr: 1.000e-03, eta: 4 days, 6:04:53, time: 2.150, data_time: 0.022, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8422, loss_cls: 1.4601, loss: 1.4601, grad_norm: 6.4540 2020-07-29 09:49:51,954 - mmaction - INFO - Epoch [51][100/3757] lr: 1.000e-03, eta: 4 days, 6:04:11, time: 1.804, data_time: 0.008, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8461, loss_cls: 1.3946, loss: 1.3946, grad_norm: 6.3551 2020-07-29 09:50:33,582 - mmaction - INFO - Epoch [51][120/3757] lr: 1.000e-03, eta: 4 days, 6:03:34, time: 2.080, data_time: 0.010, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8484, loss_cls: 1.4379, loss: 1.4379, grad_norm: 6.5598 2020-07-29 09:51:10,265 - mmaction - INFO - Epoch [51][140/3757] lr: 1.000e-03, eta: 4 days, 6:02:52, time: 1.836, data_time: 0.011, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8562, loss_cls: 1.4093, loss: 1.4093, grad_norm: 6.3443 2020-07-29 09:51:51,603 - mmaction - INFO - Epoch [51][160/3757] lr: 1.000e-03, eta: 4 days, 6:02:15, time: 2.063, data_time: 0.017, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8414, loss_cls: 1.4596, loss: 1.4596, grad_norm: 6.5604 2020-07-29 09:52:30,671 - mmaction - INFO - Epoch [51][180/3757] lr: 1.000e-03, eta: 4 days, 6:01:36, time: 1.956, data_time: 0.078, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8461, loss_cls: 1.4404, loss: 1.4404, grad_norm: 6.4880 2020-07-29 09:53:07,959 - mmaction - INFO - Epoch [51][200/3757] lr: 1.000e-03, eta: 4 days, 6:00:55, time: 1.860, data_time: 0.033, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8531, loss_cls: 1.3925, loss: 1.3925, grad_norm: 6.5732 2020-07-29 09:53:48,504 - mmaction - INFO - Epoch [51][220/3757] lr: 1.000e-03, eta: 4 days, 6:00:17, time: 2.029, data_time: 0.010, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8195, loss_cls: 1.6099, loss: 1.6099, grad_norm: 6.6125 2020-07-29 09:54:29,442 - mmaction - INFO - Epoch [51][240/3757] lr: 1.000e-03, eta: 4 days, 5:59:40, time: 2.051, data_time: 0.013, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8430, loss_cls: 1.4212, loss: 1.4212, grad_norm: 6.3458 2020-07-29 09:55:07,653 - mmaction - INFO - Epoch [51][260/3757] lr: 1.000e-03, eta: 4 days, 5:59:00, time: 1.910, data_time: 0.004, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8359, loss_cls: 1.5541, loss: 1.5541, grad_norm: 6.7873 2020-07-29 09:55:45,906 - mmaction - INFO - Epoch [51][280/3757] lr: 1.000e-03, eta: 4 days, 5:58:20, time: 1.915, data_time: 0.004, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8547, loss_cls: 1.4372, loss: 1.4372, grad_norm: 6.5498 2020-07-29 09:56:26,119 - mmaction - INFO - Epoch [51][300/3757] lr: 1.000e-03, eta: 4 days, 5:57:42, time: 2.009, data_time: 0.008, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8438, loss_cls: 1.5710, loss: 1.5710, grad_norm: 6.7020 2020-07-29 09:57:00,783 - mmaction - INFO - Epoch [51][320/3757] lr: 1.000e-03, eta: 4 days, 5:56:58, time: 1.733, data_time: 0.009, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8586, loss_cls: 1.4160, loss: 1.4160, grad_norm: 6.5211 2020-07-29 09:57:41,405 - mmaction - INFO - Epoch [51][340/3757] lr: 1.000e-03, eta: 4 days, 5:56:21, time: 2.029, data_time: 0.009, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8453, loss_cls: 1.4464, loss: 1.4464, grad_norm: 6.5562 2020-07-29 09:58:19,094 - mmaction - INFO - Epoch [51][360/3757] lr: 1.000e-03, eta: 4 days, 5:55:40, time: 1.888, data_time: 0.150, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8453, loss_cls: 1.4695, loss: 1.4695, grad_norm: 6.3818 2020-07-29 09:58:56,981 - mmaction - INFO - Epoch [51][380/3757] lr: 1.000e-03, eta: 4 days, 5:55:00, time: 1.891, data_time: 0.026, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8320, loss_cls: 1.4750, loss: 1.4750, grad_norm: 6.6049 2020-07-29 09:59:36,004 - mmaction - INFO - Epoch [51][400/3757] lr: 1.000e-03, eta: 4 days, 5:54:20, time: 1.952, data_time: 0.079, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8453, loss_cls: 1.4787, loss: 1.4787, grad_norm: 6.5180 2020-07-29 10:00:15,161 - mmaction - INFO - Epoch [51][420/3757] lr: 1.000e-03, eta: 4 days, 5:53:41, time: 1.942, data_time: 0.062, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8313, loss_cls: 1.5614, loss: 1.5614, grad_norm: 6.7383 2020-07-29 10:00:53,244 - mmaction - INFO - Epoch [51][440/3757] lr: 1.000e-03, eta: 4 days, 5:53:01, time: 1.921, data_time: 0.212, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8289, loss_cls: 1.5548, loss: 1.5548, grad_norm: 6.7425 2020-07-29 10:01:33,759 - mmaction - INFO - Epoch [51][460/3757] lr: 1.000e-03, eta: 4 days, 5:52:23, time: 2.024, data_time: 0.659, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8422, loss_cls: 1.4908, loss: 1.4908, grad_norm: 6.6090 2020-07-29 10:02:13,812 - mmaction - INFO - Epoch [51][480/3757] lr: 1.000e-03, eta: 4 days, 5:51:45, time: 2.006, data_time: 1.237, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8453, loss_cls: 1.4900, loss: 1.4900, grad_norm: 6.5079 2020-07-29 10:02:50,686 - mmaction - INFO - Epoch [51][500/3757] lr: 1.000e-03, eta: 4 days, 5:51:04, time: 1.841, data_time: 0.878, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8328, loss_cls: 1.5521, loss: 1.5521, grad_norm: 6.6677 2020-07-29 10:03:30,117 - mmaction - INFO - Epoch [51][520/3757] lr: 1.000e-03, eta: 4 days, 5:50:25, time: 1.965, data_time: 0.042, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8523, loss_cls: 1.4070, loss: 1.4070, grad_norm: 6.2011 2020-07-29 10:04:12,293 - mmaction - INFO - Epoch [51][540/3757] lr: 1.000e-03, eta: 4 days, 5:49:49, time: 2.114, data_time: 0.012, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8438, loss_cls: 1.5025, loss: 1.5025, grad_norm: 6.7491 2020-07-29 10:04:49,494 - mmaction - INFO - Epoch [51][560/3757] lr: 1.000e-03, eta: 4 days, 5:49:08, time: 1.863, data_time: 0.006, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8445, loss_cls: 1.4789, loss: 1.4789, grad_norm: 6.6614 2020-07-29 10:05:28,049 - mmaction - INFO - Epoch [51][580/3757] lr: 1.000e-03, eta: 4 days, 5:48:28, time: 1.923, data_time: 0.007, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8438, loss_cls: 1.4450, loss: 1.4450, grad_norm: 6.3444 2020-07-29 10:06:04,815 - mmaction - INFO - Epoch [51][600/3757] lr: 1.000e-03, eta: 4 days, 5:47:46, time: 1.843, data_time: 0.013, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8313, loss_cls: 1.4854, loss: 1.4854, grad_norm: 6.6501 2020-07-29 10:06:43,877 - mmaction - INFO - Epoch [51][620/3757] lr: 1.000e-03, eta: 4 days, 5:47:07, time: 1.951, data_time: 0.047, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8516, loss_cls: 1.5030, loss: 1.5030, grad_norm: 6.5218 2020-07-29 10:07:22,434 - mmaction - INFO - Epoch [51][640/3757] lr: 1.000e-03, eta: 4 days, 5:46:27, time: 1.932, data_time: 0.412, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8281, loss_cls: 1.5411, loss: 1.5411, grad_norm: 6.7370 2020-07-29 10:08:01,902 - mmaction - INFO - Epoch [51][660/3757] lr: 1.000e-03, eta: 4 days, 5:45:49, time: 1.969, data_time: 0.214, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8180, loss_cls: 1.5651, loss: 1.5651, grad_norm: 6.7547 2020-07-29 10:08:40,338 - mmaction - INFO - Epoch [51][680/3757] lr: 1.000e-03, eta: 4 days, 5:45:09, time: 1.924, data_time: 0.154, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8367, loss_cls: 1.4853, loss: 1.4853, grad_norm: 6.5846 2020-07-29 10:09:19,852 - mmaction - INFO - Epoch [51][700/3757] lr: 1.000e-03, eta: 4 days, 5:44:30, time: 1.977, data_time: 0.036, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8438, loss_cls: 1.4156, loss: 1.4156, grad_norm: 6.4100 2020-07-29 10:09:59,966 - mmaction - INFO - Epoch [51][720/3757] lr: 1.000e-03, eta: 4 days, 5:43:52, time: 2.006, data_time: 0.511, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8625, loss_cls: 1.3949, loss: 1.3949, grad_norm: 6.5698 2020-07-29 10:10:40,120 - mmaction - INFO - Epoch [51][740/3757] lr: 1.000e-03, eta: 4 days, 5:43:14, time: 2.007, data_time: 0.175, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8320, loss_cls: 1.4952, loss: 1.4952, grad_norm: 6.5577 2020-07-29 10:11:16,729 - mmaction - INFO - Epoch [51][760/3757] lr: 1.000e-03, eta: 4 days, 5:42:32, time: 1.829, data_time: 0.155, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8430, loss_cls: 1.4542, loss: 1.4542, grad_norm: 6.5099 2020-07-29 10:11:53,281 - mmaction - INFO - Epoch [51][780/3757] lr: 1.000e-03, eta: 4 days, 5:41:50, time: 1.824, data_time: 0.549, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8336, loss_cls: 1.5079, loss: 1.5079, grad_norm: 6.4924 2020-07-29 10:12:31,880 - mmaction - INFO - Epoch [51][800/3757] lr: 1.000e-03, eta: 4 days, 5:41:11, time: 1.935, data_time: 1.263, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8469, loss_cls: 1.5037, loss: 1.5037, grad_norm: 6.6359 2020-07-29 10:13:10,611 - mmaction - INFO - Epoch [51][820/3757] lr: 1.000e-03, eta: 4 days, 5:40:31, time: 1.936, data_time: 0.318, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8344, loss_cls: 1.4306, loss: 1.4306, grad_norm: 6.4148 2020-07-29 10:13:49,850 - mmaction - INFO - Epoch [51][840/3757] lr: 1.000e-03, eta: 4 days, 5:39:52, time: 1.963, data_time: 0.168, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8555, loss_cls: 1.4635, loss: 1.4635, grad_norm: 6.5207 2020-07-29 10:14:30,107 - mmaction - INFO - Epoch [51][860/3757] lr: 1.000e-03, eta: 4 days, 5:39:14, time: 2.002, data_time: 0.002, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8336, loss_cls: 1.5144, loss: 1.5144, grad_norm: 6.7224 2020-07-29 10:15:08,880 - mmaction - INFO - Epoch [51][880/3757] lr: 1.000e-03, eta: 4 days, 5:38:34, time: 1.943, data_time: 0.145, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8492, loss_cls: 1.4628, loss: 1.4628, grad_norm: 6.5589 2020-07-29 10:15:47,643 - mmaction - INFO - Epoch [51][900/3757] lr: 1.000e-03, eta: 4 days, 5:37:55, time: 1.945, data_time: 0.018, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.5134, loss: 1.5134, grad_norm: 6.6541 2020-07-29 10:16:27,637 - mmaction - INFO - Epoch [51][920/3757] lr: 1.000e-03, eta: 4 days, 5:37:17, time: 2.000, data_time: 0.002, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8531, loss_cls: 1.3447, loss: 1.3447, grad_norm: 6.3586 2020-07-29 10:17:05,168 - mmaction - INFO - Epoch [51][940/3757] lr: 1.000e-03, eta: 4 days, 5:36:36, time: 1.876, data_time: 0.008, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8414, loss_cls: 1.4722, loss: 1.4722, grad_norm: 6.4984 2020-07-29 10:17:45,012 - mmaction - INFO - Epoch [51][960/3757] lr: 1.000e-03, eta: 4 days, 5:35:58, time: 1.991, data_time: 0.003, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8344, loss_cls: 1.5202, loss: 1.5202, grad_norm: 6.7874 2020-07-29 10:18:22,992 - mmaction - INFO - Epoch [51][980/3757] lr: 1.000e-03, eta: 4 days, 5:35:17, time: 1.890, data_time: 0.068, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8336, loss_cls: 1.5279, loss: 1.5279, grad_norm: 6.6220 2020-07-29 10:19:00,858 - mmaction - INFO - Epoch [51][1000/3757] lr: 1.000e-03, eta: 4 days, 5:34:37, time: 1.899, data_time: 0.154, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8234, loss_cls: 1.5114, loss: 1.5114, grad_norm: 6.5974 2020-07-29 10:19:41,439 - mmaction - INFO - Epoch [51][1020/3757] lr: 1.000e-03, eta: 4 days, 5:33:59, time: 2.030, data_time: 0.663, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8344, loss_cls: 1.5022, loss: 1.5022, grad_norm: 6.6279 2020-07-29 10:20:21,174 - mmaction - INFO - Epoch [51][1040/3757] lr: 1.000e-03, eta: 4 days, 5:33:21, time: 1.986, data_time: 0.917, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8406, loss_cls: 1.4741, loss: 1.4741, grad_norm: 6.5412 2020-07-29 10:21:01,736 - mmaction - INFO - Epoch [51][1060/3757] lr: 1.000e-03, eta: 4 days, 5:32:43, time: 2.030, data_time: 1.334, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8531, loss_cls: 1.3882, loss: 1.3882, grad_norm: 6.4543 2020-07-29 10:21:42,961 - mmaction - INFO - Epoch [51][1080/3757] lr: 1.000e-03, eta: 4 days, 5:32:06, time: 2.059, data_time: 1.490, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8555, loss_cls: 1.3849, loss: 1.3849, grad_norm: 6.4926 2020-07-29 10:22:23,166 - mmaction - INFO - Epoch [51][1100/3757] lr: 1.000e-03, eta: 4 days, 5:31:28, time: 2.012, data_time: 1.180, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8453, loss_cls: 1.4941, loss: 1.4941, grad_norm: 6.6454 2020-07-29 10:23:01,372 - mmaction - INFO - Epoch [51][1120/3757] lr: 1.000e-03, eta: 4 days, 5:30:48, time: 1.911, data_time: 0.320, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8164, loss_cls: 1.6342, loss: 1.6342, grad_norm: 6.8177 2020-07-29 10:23:43,587 - mmaction - INFO - Epoch [51][1140/3757] lr: 1.000e-03, eta: 4 days, 5:30:11, time: 2.112, data_time: 0.217, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8414, loss_cls: 1.4889, loss: 1.4889, grad_norm: 6.6254 2020-07-29 10:24:19,292 - mmaction - INFO - Epoch [51][1160/3757] lr: 1.000e-03, eta: 4 days, 5:29:29, time: 1.779, data_time: 0.487, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8375, loss_cls: 1.5491, loss: 1.5491, grad_norm: 6.6109 2020-07-29 10:25:00,102 - mmaction - INFO - Epoch [51][1180/3757] lr: 1.000e-03, eta: 4 days, 5:28:51, time: 2.042, data_time: 0.065, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8313, loss_cls: 1.5531, loss: 1.5531, grad_norm: 6.6073 2020-07-29 10:25:34,138 - mmaction - INFO - Epoch [51][1200/3757] lr: 1.000e-03, eta: 4 days, 5:28:07, time: 1.697, data_time: 0.012, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8297, loss_cls: 1.5188, loss: 1.5188, grad_norm: 6.7204 2020-07-29 10:26:12,921 - mmaction - INFO - Epoch [51][1220/3757] lr: 1.000e-03, eta: 4 days, 5:27:28, time: 1.944, data_time: 0.201, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8313, loss_cls: 1.5671, loss: 1.5671, grad_norm: 6.8234 2020-07-29 10:26:57,570 - mmaction - INFO - Epoch [51][1240/3757] lr: 1.000e-03, eta: 4 days, 5:26:54, time: 2.237, data_time: 0.259, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8648, loss_cls: 1.4200, loss: 1.4200, grad_norm: 6.4895 2020-07-29 10:27:33,222 - mmaction - INFO - Epoch [51][1260/3757] lr: 1.000e-03, eta: 4 days, 5:26:11, time: 1.776, data_time: 0.005, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8297, loss_cls: 1.4774, loss: 1.4774, grad_norm: 6.6411 2020-07-29 10:28:12,120 - mmaction - INFO - Epoch [51][1280/3757] lr: 1.000e-03, eta: 4 days, 5:25:32, time: 1.948, data_time: 0.029, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8359, loss_cls: 1.4927, loss: 1.4927, grad_norm: 6.5616 2020-07-29 10:28:51,587 - mmaction - INFO - Epoch [51][1300/3757] lr: 1.000e-03, eta: 4 days, 5:24:53, time: 1.970, data_time: 0.011, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8406, loss_cls: 1.4384, loss: 1.4384, grad_norm: 6.5247 2020-07-29 10:29:31,986 - mmaction - INFO - Epoch [51][1320/3757] lr: 1.000e-03, eta: 4 days, 5:24:15, time: 2.025, data_time: 0.011, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8500, loss_cls: 1.4875, loss: 1.4875, grad_norm: 6.4433 2020-07-29 10:30:12,490 - mmaction - INFO - Epoch [51][1340/3757] lr: 1.000e-03, eta: 4 days, 5:23:38, time: 2.024, data_time: 0.010, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8547, loss_cls: 1.3993, loss: 1.3993, grad_norm: 6.3960 2020-07-29 10:30:49,745 - mmaction - INFO - Epoch [51][1360/3757] lr: 1.000e-03, eta: 4 days, 5:22:57, time: 1.866, data_time: 0.033, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8391, loss_cls: 1.4763, loss: 1.4763, grad_norm: 6.4983 2020-07-29 10:31:25,408 - mmaction - INFO - Epoch [51][1380/3757] lr: 1.000e-03, eta: 4 days, 5:22:14, time: 1.782, data_time: 0.052, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8383, loss_cls: 1.4615, loss: 1.4615, grad_norm: 6.5527 2020-07-29 10:32:08,011 - mmaction - INFO - Epoch [51][1400/3757] lr: 1.000e-03, eta: 4 days, 5:21:38, time: 2.127, data_time: 0.077, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8602, loss_cls: 1.4060, loss: 1.4060, grad_norm: 6.5203 2020-07-29 10:32:48,123 - mmaction - INFO - Epoch [51][1420/3757] lr: 1.000e-03, eta: 4 days, 5:21:00, time: 2.009, data_time: 0.011, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.5247, loss: 1.5247, grad_norm: 6.7634 2020-07-29 10:33:26,150 - mmaction - INFO - Epoch [51][1440/3757] lr: 1.000e-03, eta: 4 days, 5:20:20, time: 1.895, data_time: 0.002, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8242, loss_cls: 1.5160, loss: 1.5160, grad_norm: 6.5979 2020-07-29 10:34:05,054 - mmaction - INFO - Epoch [51][1460/3757] lr: 1.000e-03, eta: 4 days, 5:19:40, time: 1.947, data_time: 0.009, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8383, loss_cls: 1.4553, loss: 1.4553, grad_norm: 6.6980 2020-07-29 10:34:43,462 - mmaction - INFO - Epoch [51][1480/3757] lr: 1.000e-03, eta: 4 days, 5:19:01, time: 1.922, data_time: 0.007, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8383, loss_cls: 1.5057, loss: 1.5057, grad_norm: 6.5941 2020-07-29 10:35:25,021 - mmaction - INFO - Epoch [51][1500/3757] lr: 1.000e-03, eta: 4 days, 5:18:24, time: 2.073, data_time: 0.010, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8430, loss_cls: 1.4650, loss: 1.4650, grad_norm: 6.4531 2020-07-29 10:36:05,763 - mmaction - INFO - Epoch [51][1520/3757] lr: 1.000e-03, eta: 4 days, 5:17:46, time: 2.045, data_time: 0.010, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8305, loss_cls: 1.5302, loss: 1.5302, grad_norm: 6.7785 2020-07-29 10:36:45,366 - mmaction - INFO - Epoch [51][1540/3757] lr: 1.000e-03, eta: 4 days, 5:17:08, time: 1.978, data_time: 0.007, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8484, loss_cls: 1.4919, loss: 1.4919, grad_norm: 6.6935 2020-07-29 10:37:20,845 - mmaction - INFO - Epoch [51][1560/3757] lr: 1.000e-03, eta: 4 days, 5:16:25, time: 1.774, data_time: 0.005, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8477, loss_cls: 1.4255, loss: 1.4255, grad_norm: 6.6462 2020-07-29 10:38:00,643 - mmaction - INFO - Epoch [51][1580/3757] lr: 1.000e-03, eta: 4 days, 5:15:46, time: 1.989, data_time: 0.009, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8516, loss_cls: 1.4560, loss: 1.4560, grad_norm: 6.6260 2020-07-29 10:38:38,051 - mmaction - INFO - Epoch [51][1600/3757] lr: 1.000e-03, eta: 4 days, 5:15:05, time: 1.868, data_time: 0.006, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8414, loss_cls: 1.4786, loss: 1.4786, grad_norm: 6.5109 2020-07-29 10:39:17,064 - mmaction - INFO - Epoch [51][1620/3757] lr: 1.000e-03, eta: 4 days, 5:14:26, time: 1.954, data_time: 0.009, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8422, loss_cls: 1.4739, loss: 1.4739, grad_norm: 6.5355 2020-07-29 10:39:57,137 - mmaction - INFO - Epoch [51][1640/3757] lr: 1.000e-03, eta: 4 days, 5:13:48, time: 2.003, data_time: 0.010, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8375, loss_cls: 1.4977, loss: 1.4977, grad_norm: 6.8033 2020-07-29 10:40:36,484 - mmaction - INFO - Epoch [51][1660/3757] lr: 1.000e-03, eta: 4 days, 5:13:09, time: 1.967, data_time: 0.734, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8477, loss_cls: 1.4918, loss: 1.4918, grad_norm: 6.3768 2020-07-29 10:41:14,483 - mmaction - INFO - Epoch [51][1680/3757] lr: 1.000e-03, eta: 4 days, 5:12:29, time: 1.897, data_time: 0.033, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8477, loss_cls: 1.4647, loss: 1.4647, grad_norm: 6.6579 2020-07-29 10:41:53,338 - mmaction - INFO - Epoch [51][1700/3757] lr: 1.000e-03, eta: 4 days, 5:11:49, time: 1.947, data_time: 0.011, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8375, loss_cls: 1.4575, loss: 1.4575, grad_norm: 6.5909 2020-07-29 10:42:33,898 - mmaction - INFO - Epoch [51][1720/3757] lr: 1.000e-03, eta: 4 days, 5:11:12, time: 2.025, data_time: 0.004, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8328, loss_cls: 1.5115, loss: 1.5115, grad_norm: 6.6056 2020-07-29 10:43:10,558 - mmaction - INFO - Epoch [51][1740/3757] lr: 1.000e-03, eta: 4 days, 5:10:30, time: 1.836, data_time: 0.347, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8289, loss_cls: 1.5674, loss: 1.5674, grad_norm: 6.6393 2020-07-29 10:43:49,800 - mmaction - INFO - Epoch [51][1760/3757] lr: 1.000e-03, eta: 4 days, 5:09:51, time: 1.962, data_time: 0.073, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8328, loss_cls: 1.4683, loss: 1.4683, grad_norm: 6.5324 2020-07-29 10:44:27,359 - mmaction - INFO - Epoch [51][1780/3757] lr: 1.000e-03, eta: 4 days, 5:09:10, time: 1.871, data_time: 0.122, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8352, loss_cls: 1.4787, loss: 1.4787, grad_norm: 6.6578 2020-07-29 10:45:07,429 - mmaction - INFO - Epoch [51][1800/3757] lr: 1.000e-03, eta: 4 days, 5:08:32, time: 2.010, data_time: 0.017, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8305, loss_cls: 1.5497, loss: 1.5497, grad_norm: 6.7150 2020-07-29 10:45:46,124 - mmaction - INFO - Epoch [51][1820/3757] lr: 1.000e-03, eta: 4 days, 5:07:53, time: 1.935, data_time: 0.144, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8320, loss_cls: 1.4880, loss: 1.4880, grad_norm: 6.5785 2020-07-29 10:46:24,859 - mmaction - INFO - Epoch [51][1840/3757] lr: 1.000e-03, eta: 4 days, 5:07:13, time: 1.934, data_time: 0.076, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8375, loss_cls: 1.4148, loss: 1.4148, grad_norm: 6.2763 2020-07-29 10:47:06,475 - mmaction - INFO - Epoch [51][1860/3757] lr: 1.000e-03, eta: 4 days, 5:06:36, time: 2.082, data_time: 0.010, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8438, loss_cls: 1.4775, loss: 1.4775, grad_norm: 6.7754 2020-07-29 10:47:41,184 - mmaction - INFO - Epoch [51][1880/3757] lr: 1.000e-03, eta: 4 days, 5:05:53, time: 1.736, data_time: 0.042, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8359, loss_cls: 1.5411, loss: 1.5411, grad_norm: 6.8111 2020-07-29 10:48:22,504 - mmaction - INFO - Epoch [51][1900/3757] lr: 1.000e-03, eta: 4 days, 5:05:16, time: 2.059, data_time: 0.009, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8289, loss_cls: 1.5868, loss: 1.5868, grad_norm: 6.7998 2020-07-29 10:48:58,683 - mmaction - INFO - Epoch [51][1920/3757] lr: 1.000e-03, eta: 4 days, 5:04:34, time: 1.816, data_time: 0.010, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8508, loss_cls: 1.4760, loss: 1.4760, grad_norm: 6.7083 2020-07-29 10:49:39,989 - mmaction - INFO - Epoch [51][1940/3757] lr: 1.000e-03, eta: 4 days, 5:03:57, time: 2.060, data_time: 0.008, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8477, loss_cls: 1.4146, loss: 1.4146, grad_norm: 6.4207 2020-07-29 10:50:19,068 - mmaction - INFO - Epoch [51][1960/3757] lr: 1.000e-03, eta: 4 days, 5:03:17, time: 1.952, data_time: 0.010, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8492, loss_cls: 1.4731, loss: 1.4731, grad_norm: 6.5164 2020-07-29 10:50:57,427 - mmaction - INFO - Epoch [51][1980/3757] lr: 1.000e-03, eta: 4 days, 5:02:38, time: 1.924, data_time: 0.408, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8477, loss_cls: 1.4130, loss: 1.4130, grad_norm: 6.5698 2020-07-29 10:51:38,528 - mmaction - INFO - Epoch [51][2000/3757] lr: 1.000e-03, eta: 4 days, 5:02:00, time: 2.056, data_time: 0.875, memory: 5170, top1_acc: 0.5859, top5_acc: 0.8094, loss_cls: 1.6282, loss: 1.6282, grad_norm: 6.8565 2020-07-29 10:52:16,205 - mmaction - INFO - Epoch [51][2020/3757] lr: 1.000e-03, eta: 4 days, 5:01:20, time: 1.882, data_time: 0.306, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8258, loss_cls: 1.5452, loss: 1.5452, grad_norm: 6.4860 2020-07-29 10:52:56,973 - mmaction - INFO - Epoch [51][2040/3757] lr: 1.000e-03, eta: 4 days, 5:00:42, time: 2.041, data_time: 1.361, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8391, loss_cls: 1.5081, loss: 1.5081, grad_norm: 6.6505 2020-07-29 10:53:34,428 - mmaction - INFO - Epoch [51][2060/3757] lr: 1.000e-03, eta: 4 days, 5:00:01, time: 1.867, data_time: 1.156, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8398, loss_cls: 1.4646, loss: 1.4646, grad_norm: 6.5201 2020-07-29 10:54:14,058 - mmaction - INFO - Epoch [51][2080/3757] lr: 1.000e-03, eta: 4 days, 4:59:23, time: 1.984, data_time: 0.364, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8508, loss_cls: 1.3951, loss: 1.3951, grad_norm: 6.4458 2020-07-29 10:54:51,238 - mmaction - INFO - Epoch [51][2100/3757] lr: 1.000e-03, eta: 4 days, 4:58:42, time: 1.861, data_time: 0.257, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8664, loss_cls: 1.3841, loss: 1.3841, grad_norm: 6.4146 2020-07-29 10:55:30,882 - mmaction - INFO - Epoch [51][2120/3757] lr: 1.000e-03, eta: 4 days, 4:58:03, time: 1.978, data_time: 0.640, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8438, loss_cls: 1.4986, loss: 1.4986, grad_norm: 6.7245 2020-07-29 10:56:07,543 - mmaction - INFO - Epoch [51][2140/3757] lr: 1.000e-03, eta: 4 days, 4:57:22, time: 1.839, data_time: 0.071, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.4536, loss: 1.4536, grad_norm: 6.7152 2020-07-29 10:56:47,268 - mmaction - INFO - Epoch [51][2160/3757] lr: 1.000e-03, eta: 4 days, 4:56:43, time: 1.985, data_time: 0.007, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8289, loss_cls: 1.5553, loss: 1.5553, grad_norm: 6.7421 2020-07-29 10:57:27,323 - mmaction - INFO - Epoch [51][2180/3757] lr: 1.000e-03, eta: 4 days, 4:56:05, time: 1.995, data_time: 0.008, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8445, loss_cls: 1.4383, loss: 1.4383, grad_norm: 6.4371 2020-07-29 10:58:10,802 - mmaction - INFO - Epoch [51][2200/3757] lr: 1.000e-03, eta: 4 days, 4:55:30, time: 2.179, data_time: 0.011, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8336, loss_cls: 1.5260, loss: 1.5260, grad_norm: 6.5421 2020-07-29 10:58:49,647 - mmaction - INFO - Epoch [51][2220/3757] lr: 1.000e-03, eta: 4 days, 4:54:50, time: 1.939, data_time: 0.009, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8328, loss_cls: 1.5498, loss: 1.5498, grad_norm: 6.5764 2020-07-29 10:59:27,919 - mmaction - INFO - Epoch [51][2240/3757] lr: 1.000e-03, eta: 4 days, 4:54:10, time: 1.915, data_time: 0.009, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8422, loss_cls: 1.4606, loss: 1.4606, grad_norm: 6.5104 2020-07-29 11:00:13,430 - mmaction - INFO - Epoch [51][2260/3757] lr: 1.000e-03, eta: 4 days, 4:53:37, time: 2.271, data_time: 0.102, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8344, loss_cls: 1.5395, loss: 1.5395, grad_norm: 6.8628 2020-07-29 11:00:42,908 - mmaction - INFO - Epoch [51][2280/3757] lr: 1.000e-03, eta: 4 days, 4:52:49, time: 1.483, data_time: 0.549, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8328, loss_cls: 1.4721, loss: 1.4721, grad_norm: 6.4888 2020-07-29 11:01:22,762 - mmaction - INFO - Epoch [51][2300/3757] lr: 1.000e-03, eta: 4 days, 4:52:10, time: 1.982, data_time: 0.479, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8203, loss_cls: 1.5903, loss: 1.5903, grad_norm: 6.8199 2020-07-29 11:02:01,550 - mmaction - INFO - Epoch [51][2320/3757] lr: 1.000e-03, eta: 4 days, 4:51:31, time: 1.950, data_time: 0.163, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8320, loss_cls: 1.5255, loss: 1.5255, grad_norm: 6.5671 2020-07-29 11:02:38,413 - mmaction - INFO - Epoch [51][2340/3757] lr: 1.000e-03, eta: 4 days, 4:50:49, time: 1.836, data_time: 0.147, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8414, loss_cls: 1.4675, loss: 1.4675, grad_norm: 6.5576 2020-07-29 11:03:19,426 - mmaction - INFO - Epoch [51][2360/3757] lr: 1.000e-03, eta: 4 days, 4:50:12, time: 2.059, data_time: 0.110, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8414, loss_cls: 1.5413, loss: 1.5413, grad_norm: 6.8445 2020-07-29 11:04:00,070 - mmaction - INFO - Epoch [51][2380/3757] lr: 1.000e-03, eta: 4 days, 4:49:34, time: 2.025, data_time: 0.077, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8305, loss_cls: 1.5126, loss: 1.5126, grad_norm: 6.5852 2020-07-29 11:04:41,320 - mmaction - INFO - Epoch [51][2400/3757] lr: 1.000e-03, eta: 4 days, 4:48:57, time: 2.067, data_time: 0.010, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8328, loss_cls: 1.5024, loss: 1.5024, grad_norm: 6.5698 2020-07-29 11:05:18,466 - mmaction - INFO - Epoch [51][2420/3757] lr: 1.000e-03, eta: 4 days, 4:48:16, time: 1.853, data_time: 0.009, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8586, loss_cls: 1.4032, loss: 1.4032, grad_norm: 6.2884 2020-07-29 11:05:55,578 - mmaction - INFO - Epoch [51][2440/3757] lr: 1.000e-03, eta: 4 days, 4:47:35, time: 1.862, data_time: 0.106, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8383, loss_cls: 1.4710, loss: 1.4710, grad_norm: 6.4516 2020-07-29 11:06:34,693 - mmaction - INFO - Epoch [51][2460/3757] lr: 1.000e-03, eta: 4 days, 4:46:56, time: 1.949, data_time: 0.168, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8430, loss_cls: 1.5123, loss: 1.5123, grad_norm: 6.5881 2020-07-29 11:07:11,445 - mmaction - INFO - Epoch [51][2480/3757] lr: 1.000e-03, eta: 4 days, 4:46:15, time: 1.844, data_time: 0.171, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8469, loss_cls: 1.4962, loss: 1.4962, grad_norm: 6.7925 2020-07-29 11:07:53,050 - mmaction - INFO - Epoch [51][2500/3757] lr: 1.000e-03, eta: 4 days, 4:45:38, time: 2.073, data_time: 1.155, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8477, loss_cls: 1.4734, loss: 1.4734, grad_norm: 6.8205 2020-07-29 11:08:32,884 - mmaction - INFO - Epoch [51][2520/3757] lr: 1.000e-03, eta: 4 days, 4:44:59, time: 1.993, data_time: 1.368, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8367, loss_cls: 1.5255, loss: 1.5255, grad_norm: 6.6174 2020-07-29 11:09:12,528 - mmaction - INFO - Epoch [51][2540/3757] lr: 1.000e-03, eta: 4 days, 4:44:21, time: 1.981, data_time: 1.035, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8648, loss_cls: 1.4230, loss: 1.4230, grad_norm: 6.5332 2020-07-29 11:09:51,903 - mmaction - INFO - Epoch [51][2560/3757] lr: 1.000e-03, eta: 4 days, 4:43:42, time: 1.972, data_time: 0.960, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8406, loss_cls: 1.5146, loss: 1.5146, grad_norm: 6.7793 2020-07-29 11:10:32,858 - mmaction - INFO - Epoch [51][2580/3757] lr: 1.000e-03, eta: 4 days, 4:43:04, time: 2.044, data_time: 0.340, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8320, loss_cls: 1.4852, loss: 1.4852, grad_norm: 6.5225 2020-07-29 11:11:12,886 - mmaction - INFO - Epoch [51][2600/3757] lr: 1.000e-03, eta: 4 days, 4:42:26, time: 2.000, data_time: 0.011, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8531, loss_cls: 1.4352, loss: 1.4352, grad_norm: 6.3993 2020-07-29 11:11:53,082 - mmaction - INFO - Epoch [51][2620/3757] lr: 1.000e-03, eta: 4 days, 4:41:48, time: 2.019, data_time: 0.011, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8391, loss_cls: 1.4881, loss: 1.4881, grad_norm: 6.5854 2020-07-29 11:12:34,273 - mmaction - INFO - Epoch [51][2640/3757] lr: 1.000e-03, eta: 4 days, 4:41:11, time: 2.053, data_time: 0.006, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8320, loss_cls: 1.5337, loss: 1.5337, grad_norm: 6.5109 2020-07-29 11:13:09,558 - mmaction - INFO - Epoch [51][2660/3757] lr: 1.000e-03, eta: 4 days, 4:40:28, time: 1.767, data_time: 0.011, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8484, loss_cls: 1.4268, loss: 1.4268, grad_norm: 6.5823 2020-07-29 11:13:50,205 - mmaction - INFO - Epoch [51][2680/3757] lr: 1.000e-03, eta: 4 days, 4:39:50, time: 2.026, data_time: 0.014, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8438, loss_cls: 1.4551, loss: 1.4551, grad_norm: 6.5659 2020-07-29 11:14:25,347 - mmaction - INFO - Epoch [51][2700/3757] lr: 1.000e-03, eta: 4 days, 4:39:07, time: 1.763, data_time: 0.382, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8422, loss_cls: 1.4234, loss: 1.4234, grad_norm: 6.4791 2020-07-29 11:15:05,064 - mmaction - INFO - Epoch [51][2720/3757] lr: 1.000e-03, eta: 4 days, 4:38:29, time: 1.989, data_time: 0.380, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8313, loss_cls: 1.5203, loss: 1.5203, grad_norm: 6.5580 2020-07-29 11:15:43,414 - mmaction - INFO - Epoch [51][2740/3757] lr: 1.000e-03, eta: 4 days, 4:37:49, time: 1.918, data_time: 0.459, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8336, loss_cls: 1.5096, loss: 1.5096, grad_norm: 6.4963 2020-07-29 11:16:20,585 - mmaction - INFO - Epoch [51][2760/3757] lr: 1.000e-03, eta: 4 days, 4:37:08, time: 1.859, data_time: 0.306, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8492, loss_cls: 1.4062, loss: 1.4062, grad_norm: 6.3899 2020-07-29 11:17:03,079 - mmaction - INFO - Epoch [51][2780/3757] lr: 1.000e-03, eta: 4 days, 4:36:32, time: 2.119, data_time: 0.100, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8414, loss_cls: 1.5383, loss: 1.5383, grad_norm: 6.7947 2020-07-29 11:17:38,125 - mmaction - INFO - Epoch [51][2800/3757] lr: 1.000e-03, eta: 4 days, 4:35:49, time: 1.756, data_time: 0.008, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8469, loss_cls: 1.5251, loss: 1.5251, grad_norm: 6.7397 2020-07-29 11:18:17,966 - mmaction - INFO - Epoch [51][2820/3757] lr: 1.000e-03, eta: 4 days, 4:35:10, time: 1.994, data_time: 0.084, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8313, loss_cls: 1.5203, loss: 1.5203, grad_norm: 6.5873 2020-07-29 11:18:56,866 - mmaction - INFO - Epoch [51][2840/3757] lr: 1.000e-03, eta: 4 days, 4:34:31, time: 1.941, data_time: 0.799, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8320, loss_cls: 1.5600, loss: 1.5600, grad_norm: 6.8882 2020-07-29 11:19:36,999 - mmaction - INFO - Epoch [51][2860/3757] lr: 1.000e-03, eta: 4 days, 4:33:53, time: 2.009, data_time: 0.273, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8383, loss_cls: 1.4811, loss: 1.4811, grad_norm: 6.6647 2020-07-29 11:20:14,502 - mmaction - INFO - Epoch [51][2880/3757] lr: 1.000e-03, eta: 4 days, 4:33:12, time: 1.871, data_time: 0.607, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8508, loss_cls: 1.4296, loss: 1.4296, grad_norm: 6.4736 2020-07-29 11:20:53,831 - mmaction - INFO - Epoch [51][2900/3757] lr: 1.000e-03, eta: 4 days, 4:32:33, time: 1.973, data_time: 1.032, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8461, loss_cls: 1.4454, loss: 1.4454, grad_norm: 6.6091 2020-07-29 11:21:32,740 - mmaction - INFO - Epoch [51][2920/3757] lr: 1.000e-03, eta: 4 days, 4:31:54, time: 1.942, data_time: 0.092, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8445, loss_cls: 1.5182, loss: 1.5182, grad_norm: 6.7345 2020-07-29 11:22:12,164 - mmaction - INFO - Epoch [51][2940/3757] lr: 1.000e-03, eta: 4 days, 4:31:15, time: 1.969, data_time: 0.009, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8430, loss_cls: 1.5011, loss: 1.5011, grad_norm: 6.6634 2020-07-29 11:22:51,047 - mmaction - INFO - Epoch [51][2960/3757] lr: 1.000e-03, eta: 4 days, 4:30:35, time: 1.943, data_time: 0.012, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8492, loss_cls: 1.4351, loss: 1.4351, grad_norm: 6.7009 2020-07-29 11:23:31,528 - mmaction - INFO - Epoch [51][2980/3757] lr: 1.000e-03, eta: 4 days, 4:29:58, time: 2.032, data_time: 0.011, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8391, loss_cls: 1.4666, loss: 1.4666, grad_norm: 6.6340 2020-07-29 11:24:09,253 - mmaction - INFO - Epoch [51][3000/3757] lr: 1.000e-03, eta: 4 days, 4:29:17, time: 1.885, data_time: 0.007, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8461, loss_cls: 1.4124, loss: 1.4124, grad_norm: 6.5958 2020-07-29 11:24:47,938 - mmaction - INFO - Epoch [51][3020/3757] lr: 1.000e-03, eta: 4 days, 4:28:37, time: 1.931, data_time: 0.003, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8336, loss_cls: 1.5377, loss: 1.5377, grad_norm: 6.8887 2020-07-29 11:25:26,210 - mmaction - INFO - Epoch [51][3040/3757] lr: 1.000e-03, eta: 4 days, 4:27:57, time: 1.914, data_time: 0.012, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8383, loss_cls: 1.5671, loss: 1.5671, grad_norm: 6.8727 2020-07-29 11:26:04,990 - mmaction - INFO - Epoch [51][3060/3757] lr: 1.000e-03, eta: 4 days, 4:27:18, time: 1.937, data_time: 0.009, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8438, loss_cls: 1.5055, loss: 1.5055, grad_norm: 6.7622 2020-07-29 11:26:44,020 - mmaction - INFO - Epoch [51][3080/3757] lr: 1.000e-03, eta: 4 days, 4:26:39, time: 1.957, data_time: 0.008, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8547, loss_cls: 1.4213, loss: 1.4213, grad_norm: 6.5246 2020-07-29 11:27:24,754 - mmaction - INFO - Epoch [51][3100/3757] lr: 1.000e-03, eta: 4 days, 4:26:01, time: 2.027, data_time: 0.070, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8383, loss_cls: 1.5442, loss: 1.5442, grad_norm: 6.9546 2020-07-29 11:28:00,915 - mmaction - INFO - Epoch [51][3120/3757] lr: 1.000e-03, eta: 4 days, 4:25:19, time: 1.818, data_time: 0.040, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8492, loss_cls: 1.4710, loss: 1.4710, grad_norm: 6.6711 2020-07-29 11:28:39,201 - mmaction - INFO - Epoch [51][3140/3757] lr: 1.000e-03, eta: 4 days, 4:24:39, time: 1.915, data_time: 0.177, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8289, loss_cls: 1.5495, loss: 1.5495, grad_norm: 6.7016 2020-07-29 11:29:21,767 - mmaction - INFO - Epoch [51][3160/3757] lr: 1.000e-03, eta: 4 days, 4:24:03, time: 2.126, data_time: 0.019, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8422, loss_cls: 1.4837, loss: 1.4837, grad_norm: 6.5127 2020-07-29 11:30:02,857 - mmaction - INFO - Epoch [51][3180/3757] lr: 1.000e-03, eta: 4 days, 4:23:26, time: 2.057, data_time: 0.008, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8234, loss_cls: 1.5711, loss: 1.5711, grad_norm: 6.6695 2020-07-29 11:30:37,358 - mmaction - INFO - Epoch [51][3200/3757] lr: 1.000e-03, eta: 4 days, 4:22:43, time: 1.726, data_time: 0.004, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8406, loss_cls: 1.5642, loss: 1.5642, grad_norm: 6.7689 2020-07-29 11:31:19,988 - mmaction - INFO - Epoch [51][3220/3757] lr: 1.000e-03, eta: 4 days, 4:22:07, time: 2.132, data_time: 0.091, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8430, loss_cls: 1.4442, loss: 1.4442, grad_norm: 6.4400 2020-07-29 11:31:54,700 - mmaction - INFO - Epoch [51][3240/3757] lr: 1.000e-03, eta: 4 days, 4:21:23, time: 1.736, data_time: 0.300, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8508, loss_cls: 1.4029, loss: 1.4029, grad_norm: 6.4716 2020-07-29 11:32:34,306 - mmaction - INFO - Epoch [51][3260/3757] lr: 1.000e-03, eta: 4 days, 4:20:45, time: 1.974, data_time: 0.010, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8430, loss_cls: 1.4955, loss: 1.4955, grad_norm: 6.6493 2020-07-29 11:33:11,644 - mmaction - INFO - Epoch [51][3280/3757] lr: 1.000e-03, eta: 4 days, 4:20:04, time: 1.871, data_time: 0.007, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8406, loss_cls: 1.5405, loss: 1.5405, grad_norm: 6.9309 2020-07-29 11:33:52,905 - mmaction - INFO - Epoch [51][3300/3757] lr: 1.000e-03, eta: 4 days, 4:19:27, time: 2.060, data_time: 0.008, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8461, loss_cls: 1.4227, loss: 1.4227, grad_norm: 6.4636 2020-07-29 11:34:32,530 - mmaction - INFO - Epoch [51][3320/3757] lr: 1.000e-03, eta: 4 days, 4:18:48, time: 1.985, data_time: 0.006, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8461, loss_cls: 1.4929, loss: 1.4929, grad_norm: 6.7365 2020-07-29 11:35:10,614 - mmaction - INFO - Epoch [51][3340/3757] lr: 1.000e-03, eta: 4 days, 4:18:08, time: 1.904, data_time: 0.007, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8516, loss_cls: 1.4786, loss: 1.4786, grad_norm: 6.5275 2020-07-29 11:35:49,529 - mmaction - INFO - Epoch [51][3360/3757] lr: 1.000e-03, eta: 4 days, 4:17:28, time: 1.945, data_time: 0.002, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8453, loss_cls: 1.4007, loss: 1.4007, grad_norm: 6.5002 2020-07-29 11:36:29,201 - mmaction - INFO - Epoch [51][3380/3757] lr: 1.000e-03, eta: 4 days, 4:16:50, time: 1.984, data_time: 0.004, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8336, loss_cls: 1.5233, loss: 1.5233, grad_norm: 6.6967 2020-07-29 11:37:05,227 - mmaction - INFO - Epoch [51][3400/3757] lr: 1.000e-03, eta: 4 days, 4:16:08, time: 1.796, data_time: 0.008, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8508, loss_cls: 1.4801, loss: 1.4801, grad_norm: 6.5659 2020-07-29 11:37:47,473 - mmaction - INFO - Epoch [51][3420/3757] lr: 1.000e-03, eta: 4 days, 4:15:32, time: 2.119, data_time: 0.009, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8172, loss_cls: 1.5640, loss: 1.5640, grad_norm: 6.8471 2020-07-29 11:38:25,078 - mmaction - INFO - Epoch [51][3440/3757] lr: 1.000e-03, eta: 4 days, 4:14:51, time: 1.870, data_time: 0.007, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8594, loss_cls: 1.3510, loss: 1.3510, grad_norm: 6.4518 2020-07-29 11:39:06,383 - mmaction - INFO - Epoch [51][3460/3757] lr: 1.000e-03, eta: 4 days, 4:14:14, time: 2.075, data_time: 0.012, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8352, loss_cls: 1.4880, loss: 1.4880, grad_norm: 6.6889 2020-07-29 11:39:43,523 - mmaction - INFO - Epoch [51][3480/3757] lr: 1.000e-03, eta: 4 days, 4:13:33, time: 1.856, data_time: 0.007, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8227, loss_cls: 1.5719, loss: 1.5719, grad_norm: 6.8215 2020-07-29 11:40:22,390 - mmaction - INFO - Epoch [51][3500/3757] lr: 1.000e-03, eta: 4 days, 4:12:53, time: 1.935, data_time: 0.008, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8430, loss_cls: 1.5037, loss: 1.5037, grad_norm: 6.6155 2020-07-29 11:41:03,051 - mmaction - INFO - Epoch [51][3520/3757] lr: 1.000e-03, eta: 4 days, 4:12:16, time: 2.041, data_time: 0.017, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8359, loss_cls: 1.5411, loss: 1.5411, grad_norm: 6.8402 2020-07-29 11:41:41,492 - mmaction - INFO - Epoch [51][3540/3757] lr: 1.000e-03, eta: 4 days, 4:11:36, time: 1.915, data_time: 0.009, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8391, loss_cls: 1.5422, loss: 1.5422, grad_norm: 6.8599 2020-07-29 11:42:19,949 - mmaction - INFO - Epoch [51][3560/3757] lr: 1.000e-03, eta: 4 days, 4:10:56, time: 1.930, data_time: 0.009, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8367, loss_cls: 1.5011, loss: 1.5011, grad_norm: 6.8566 2020-07-29 11:43:01,323 - mmaction - INFO - Epoch [51][3580/3757] lr: 1.000e-03, eta: 4 days, 4:10:19, time: 2.067, data_time: 0.008, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8484, loss_cls: 1.4728, loss: 1.4728, grad_norm: 6.6461 2020-07-29 11:43:38,261 - mmaction - INFO - Epoch [51][3600/3757] lr: 1.000e-03, eta: 4 days, 4:09:38, time: 1.842, data_time: 0.009, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8414, loss_cls: 1.4929, loss: 1.4929, grad_norm: 6.6316 2020-07-29 11:44:16,743 - mmaction - INFO - Epoch [51][3620/3757] lr: 1.000e-03, eta: 4 days, 4:08:58, time: 1.927, data_time: 0.009, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8398, loss_cls: 1.3894, loss: 1.3894, grad_norm: 6.3866 2020-07-29 11:44:54,574 - mmaction - INFO - Epoch [51][3640/3757] lr: 1.000e-03, eta: 4 days, 4:08:18, time: 1.894, data_time: 0.009, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8383, loss_cls: 1.4741, loss: 1.4741, grad_norm: 6.7023 2020-07-29 11:45:33,190 - mmaction - INFO - Epoch [51][3660/3757] lr: 1.000e-03, eta: 4 days, 4:07:38, time: 1.925, data_time: 0.014, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8367, loss_cls: 1.5042, loss: 1.5042, grad_norm: 6.6089 2020-07-29 11:46:13,464 - mmaction - INFO - Epoch [51][3680/3757] lr: 1.000e-03, eta: 4 days, 4:07:00, time: 2.019, data_time: 0.440, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8398, loss_cls: 1.4653, loss: 1.4653, grad_norm: 6.5661 2020-07-29 11:46:50,622 - mmaction - INFO - Epoch [51][3700/3757] lr: 1.000e-03, eta: 4 days, 4:06:19, time: 1.849, data_time: 0.776, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8531, loss_cls: 1.4273, loss: 1.4273, grad_norm: 6.6244 2020-07-29 11:47:30,004 - mmaction - INFO - Epoch [51][3720/3757] lr: 1.000e-03, eta: 4 days, 4:05:40, time: 1.978, data_time: 0.406, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8500, loss_cls: 1.4555, loss: 1.4555, grad_norm: 6.6164 2020-07-29 11:48:08,336 - mmaction - INFO - Epoch [51][3740/3757] lr: 1.000e-03, eta: 4 days, 4:05:00, time: 1.907, data_time: 0.009, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8445, loss_cls: 1.4895, loss: 1.4895, grad_norm: 6.6697 2020-07-29 11:48:35,922 - mmaction - INFO - Saving checkpoint at 51 epochs 2020-07-29 11:49:32,544 - mmaction - INFO - Epoch [52][20/3757] lr: 1.000e-03, eta: 4 days, 4:03:31, time: 2.770, data_time: 1.637, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8648, loss_cls: 1.3436, loss: 1.3436, grad_norm: 6.4798 2020-07-29 11:50:09,857 - mmaction - INFO - Epoch [52][40/3757] lr: 1.000e-03, eta: 4 days, 4:02:50, time: 1.866, data_time: 0.003, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8461, loss_cls: 1.4555, loss: 1.4555, grad_norm: 6.7224 2020-07-29 11:50:49,934 - mmaction - INFO - Epoch [52][60/3757] lr: 1.000e-03, eta: 4 days, 4:02:12, time: 2.004, data_time: 0.431, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8398, loss_cls: 1.4978, loss: 1.4978, grad_norm: 6.6903 2020-07-29 11:51:25,913 - mmaction - INFO - Epoch [52][80/3757] lr: 1.000e-03, eta: 4 days, 4:01:30, time: 1.797, data_time: 1.182, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8289, loss_cls: 1.5162, loss: 1.5162, grad_norm: 6.6106 2020-07-29 11:52:05,994 - mmaction - INFO - Epoch [52][100/3757] lr: 1.000e-03, eta: 4 days, 4:00:52, time: 2.003, data_time: 1.189, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8445, loss_cls: 1.3996, loss: 1.3996, grad_norm: 6.4030 2020-07-29 11:52:46,641 - mmaction - INFO - Epoch [52][120/3757] lr: 1.000e-03, eta: 4 days, 4:00:14, time: 2.035, data_time: 0.903, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8445, loss_cls: 1.4584, loss: 1.4584, grad_norm: 6.4243 2020-07-29 11:53:27,194 - mmaction - INFO - Epoch [52][140/3757] lr: 1.000e-03, eta: 4 days, 3:59:36, time: 2.020, data_time: 0.460, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8313, loss_cls: 1.5553, loss: 1.5553, grad_norm: 6.4810 2020-07-29 11:54:05,376 - mmaction - INFO - Epoch [52][160/3757] lr: 1.000e-03, eta: 4 days, 3:58:56, time: 1.916, data_time: 0.221, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8406, loss_cls: 1.5009, loss: 1.5009, grad_norm: 6.8778 2020-07-29 11:54:44,674 - mmaction - INFO - Epoch [52][180/3757] lr: 1.000e-03, eta: 4 days, 3:58:17, time: 1.966, data_time: 0.014, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8492, loss_cls: 1.4388, loss: 1.4388, grad_norm: 6.6057 2020-07-29 11:55:26,859 - mmaction - INFO - Epoch [52][200/3757] lr: 1.000e-03, eta: 4 days, 3:57:41, time: 2.101, data_time: 0.010, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8289, loss_cls: 1.5140, loss: 1.5140, grad_norm: 6.7097 2020-07-29 11:56:04,891 - mmaction - INFO - Epoch [52][220/3757] lr: 1.000e-03, eta: 4 days, 3:57:01, time: 1.909, data_time: 0.017, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8336, loss_cls: 1.5498, loss: 1.5498, grad_norm: 6.8464 2020-07-29 11:56:49,249 - mmaction - INFO - Epoch [52][240/3757] lr: 1.000e-03, eta: 4 days, 3:56:27, time: 2.219, data_time: 0.013, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8484, loss_cls: 1.4797, loss: 1.4797, grad_norm: 6.5989 2020-07-29 11:57:25,805 - mmaction - INFO - Epoch [52][260/3757] lr: 1.000e-03, eta: 4 days, 3:55:45, time: 1.823, data_time: 0.002, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8352, loss_cls: 1.5166, loss: 1.5166, grad_norm: 6.7704 2020-07-29 11:58:04,536 - mmaction - INFO - Epoch [52][280/3757] lr: 1.000e-03, eta: 4 days, 3:55:05, time: 1.940, data_time: 0.047, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8367, loss_cls: 1.5209, loss: 1.5209, grad_norm: 6.7410 2020-07-29 11:58:45,562 - mmaction - INFO - Epoch [52][300/3757] lr: 1.000e-03, eta: 4 days, 3:54:28, time: 2.050, data_time: 0.008, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8773, loss_cls: 1.3249, loss: 1.3249, grad_norm: 6.4250 2020-07-29 11:59:22,628 - mmaction - INFO - Epoch [52][320/3757] lr: 1.000e-03, eta: 4 days, 3:53:47, time: 1.855, data_time: 0.004, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8359, loss_cls: 1.5578, loss: 1.5578, grad_norm: 6.8454 2020-07-29 12:00:07,254 - mmaction - INFO - Epoch [52][340/3757] lr: 1.000e-03, eta: 4 days, 3:53:13, time: 2.226, data_time: 0.008, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8562, loss_cls: 1.4418, loss: 1.4418, grad_norm: 6.4853 2020-07-29 12:00:46,000 - mmaction - INFO - Epoch [52][360/3757] lr: 1.000e-03, eta: 4 days, 3:52:34, time: 1.937, data_time: 0.010, memory: 5170, top1_acc: 0.6117, top5_acc: 0.8477, loss_cls: 1.5143, loss: 1.5143, grad_norm: 6.7730 2020-07-29 12:01:23,294 - mmaction - INFO - Epoch [52][380/3757] lr: 1.000e-03, eta: 4 days, 3:51:53, time: 1.869, data_time: 0.013, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8453, loss_cls: 1.4352, loss: 1.4352, grad_norm: 6.5376 2020-07-29 12:02:03,057 - mmaction - INFO - Epoch [52][400/3757] lr: 1.000e-03, eta: 4 days, 3:51:14, time: 1.982, data_time: 0.303, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8484, loss_cls: 1.4574, loss: 1.4574, grad_norm: 6.7459 2020-07-29 12:02:41,945 - mmaction - INFO - Epoch [52][420/3757] lr: 1.000e-03, eta: 4 days, 3:50:35, time: 1.949, data_time: 0.010, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8414, loss_cls: 1.4108, loss: 1.4108, grad_norm: 6.4637 2020-07-29 12:03:20,579 - mmaction - INFO - Epoch [52][440/3757] lr: 1.000e-03, eta: 4 days, 3:49:55, time: 1.930, data_time: 0.175, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8461, loss_cls: 1.4480, loss: 1.4480, grad_norm: 6.6959 2020-07-29 12:03:59,442 - mmaction - INFO - Epoch [52][460/3757] lr: 1.000e-03, eta: 4 days, 3:49:16, time: 1.947, data_time: 0.441, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8359, loss_cls: 1.4693, loss: 1.4693, grad_norm: 6.7431 2020-07-29 12:04:37,656 - mmaction - INFO - Epoch [52][480/3757] lr: 1.000e-03, eta: 4 days, 3:48:36, time: 1.903, data_time: 0.007, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8258, loss_cls: 1.5538, loss: 1.5538, grad_norm: 7.0843 2020-07-29 12:05:17,905 - mmaction - INFO - Epoch [52][500/3757] lr: 1.000e-03, eta: 4 days, 3:47:58, time: 2.016, data_time: 0.088, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8500, loss_cls: 1.4808, loss: 1.4808, grad_norm: 6.7413 2020-07-29 12:05:56,896 - mmaction - INFO - Epoch [52][520/3757] lr: 1.000e-03, eta: 4 days, 3:47:18, time: 1.952, data_time: 0.009, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8602, loss_cls: 1.4328, loss: 1.4328, grad_norm: 6.7143 2020-07-29 12:06:37,217 - mmaction - INFO - Epoch [52][540/3757] lr: 1.000e-03, eta: 4 days, 3:46:40, time: 2.010, data_time: 0.010, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8250, loss_cls: 1.5494, loss: 1.5494, grad_norm: 6.7440 2020-07-29 12:07:14,702 - mmaction - INFO - Epoch [52][560/3757] lr: 1.000e-03, eta: 4 days, 3:46:00, time: 1.883, data_time: 0.010, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.4611, loss: 1.4611, grad_norm: 6.6836 2020-07-29 12:07:55,089 - mmaction - INFO - Epoch [52][580/3757] lr: 1.000e-03, eta: 4 days, 3:45:22, time: 2.017, data_time: 0.009, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8414, loss_cls: 1.5051, loss: 1.5051, grad_norm: 6.7056 2020-07-29 12:08:33,521 - mmaction - INFO - Epoch [52][600/3757] lr: 1.000e-03, eta: 4 days, 3:44:42, time: 1.923, data_time: 0.004, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8695, loss_cls: 1.3423, loss: 1.3423, grad_norm: 6.1737 2020-07-29 12:09:12,152 - mmaction - INFO - Epoch [52][620/3757] lr: 1.000e-03, eta: 4 days, 3:44:02, time: 1.923, data_time: 0.008, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8422, loss_cls: 1.4795, loss: 1.4795, grad_norm: 6.7837 2020-07-29 12:09:48,968 - mmaction - INFO - Epoch [52][640/3757] lr: 1.000e-03, eta: 4 days, 3:43:21, time: 1.849, data_time: 0.010, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8500, loss_cls: 1.3883, loss: 1.3883, grad_norm: 6.4787 2020-07-29 12:10:32,639 - mmaction - INFO - Epoch [52][660/3757] lr: 1.000e-03, eta: 4 days, 3:42:46, time: 2.183, data_time: 0.078, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8352, loss_cls: 1.4466, loss: 1.4466, grad_norm: 6.6274 2020-07-29 12:11:12,698 - mmaction - INFO - Epoch [52][680/3757] lr: 1.000e-03, eta: 4 days, 3:42:08, time: 2.003, data_time: 0.445, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8336, loss_cls: 1.5846, loss: 1.5846, grad_norm: 7.0087 2020-07-29 12:11:52,281 - mmaction - INFO - Epoch [52][700/3757] lr: 1.000e-03, eta: 4 days, 3:41:29, time: 1.979, data_time: 0.920, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8383, loss_cls: 1.5434, loss: 1.5434, grad_norm: 6.9757 2020-07-29 12:12:30,051 - mmaction - INFO - Epoch [52][720/3757] lr: 1.000e-03, eta: 4 days, 3:40:49, time: 1.889, data_time: 0.300, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8492, loss_cls: 1.4296, loss: 1.4296, grad_norm: 6.4863 2020-07-29 12:13:09,596 - mmaction - INFO - Epoch [52][740/3757] lr: 1.000e-03, eta: 4 days, 3:40:10, time: 1.978, data_time: 0.220, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8422, loss_cls: 1.4633, loss: 1.4633, grad_norm: 6.5150 2020-07-29 12:13:50,119 - mmaction - INFO - Epoch [52][760/3757] lr: 1.000e-03, eta: 4 days, 3:39:32, time: 2.022, data_time: 0.679, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8336, loss_cls: 1.5454, loss: 1.5454, grad_norm: 6.8433 2020-07-29 12:14:24,913 - mmaction - INFO - Epoch [52][780/3757] lr: 1.000e-03, eta: 4 days, 3:38:49, time: 1.737, data_time: 0.944, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8320, loss_cls: 1.5501, loss: 1.5501, grad_norm: 6.9481 2020-07-29 12:15:06,683 - mmaction - INFO - Epoch [52][800/3757] lr: 1.000e-03, eta: 4 days, 3:38:12, time: 2.095, data_time: 0.805, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8359, loss_cls: 1.4687, loss: 1.4687, grad_norm: 6.7020 2020-07-29 12:15:47,557 - mmaction - INFO - Epoch [52][820/3757] lr: 1.000e-03, eta: 4 days, 3:37:35, time: 2.043, data_time: 1.094, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8516, loss_cls: 1.3752, loss: 1.3752, grad_norm: 6.3693 2020-07-29 12:16:23,524 - mmaction - INFO - Epoch [52][840/3757] lr: 1.000e-03, eta: 4 days, 3:36:52, time: 1.791, data_time: 1.224, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8406, loss_cls: 1.4944, loss: 1.4944, grad_norm: 6.7254 2020-07-29 12:17:03,027 - mmaction - INFO - Epoch [52][860/3757] lr: 1.000e-03, eta: 4 days, 3:36:14, time: 1.982, data_time: 1.397, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8461, loss_cls: 1.4556, loss: 1.4556, grad_norm: 6.4965 2020-07-29 12:17:41,328 - mmaction - INFO - Epoch [52][880/3757] lr: 1.000e-03, eta: 4 days, 3:35:34, time: 1.908, data_time: 0.678, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8492, loss_cls: 1.3941, loss: 1.3941, grad_norm: 6.5627 2020-07-29 12:18:19,762 - mmaction - INFO - Epoch [52][900/3757] lr: 1.000e-03, eta: 4 days, 3:34:54, time: 1.929, data_time: 0.010, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8320, loss_cls: 1.5536, loss: 1.5536, grad_norm: 6.7734 2020-07-29 12:18:59,345 - mmaction - INFO - Epoch [52][920/3757] lr: 1.000e-03, eta: 4 days, 3:34:15, time: 1.973, data_time: 0.008, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8625, loss_cls: 1.4226, loss: 1.4226, grad_norm: 6.7137 2020-07-29 12:19:37,732 - mmaction - INFO - Epoch [52][940/3757] lr: 1.000e-03, eta: 4 days, 3:33:35, time: 1.924, data_time: 0.009, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8141, loss_cls: 1.5835, loss: 1.5835, grad_norm: 6.6566 2020-07-29 12:20:15,740 - mmaction - INFO - Epoch [52][960/3757] lr: 1.000e-03, eta: 4 days, 3:32:55, time: 1.895, data_time: 0.350, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8438, loss_cls: 1.4436, loss: 1.4436, grad_norm: 6.6965 2020-07-29 12:20:57,750 - mmaction - INFO - Epoch [52][980/3757] lr: 1.000e-03, eta: 4 days, 3:32:19, time: 2.100, data_time: 0.344, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8398, loss_cls: 1.5437, loss: 1.5437, grad_norm: 6.8347 2020-07-29 12:21:34,631 - mmaction - INFO - Epoch [52][1000/3757] lr: 1.000e-03, eta: 4 days, 3:31:38, time: 1.852, data_time: 0.859, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8328, loss_cls: 1.5236, loss: 1.5236, grad_norm: 6.7452 2020-07-29 12:22:16,484 - mmaction - INFO - Epoch [52][1020/3757] lr: 1.000e-03, eta: 4 days, 3:31:01, time: 2.089, data_time: 1.362, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8570, loss_cls: 1.4494, loss: 1.4494, grad_norm: 6.6766 2020-07-29 12:22:52,664 - mmaction - INFO - Epoch [52][1040/3757] lr: 1.000e-03, eta: 4 days, 3:30:19, time: 1.812, data_time: 1.081, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8477, loss_cls: 1.4168, loss: 1.4168, grad_norm: 6.4826 2020-07-29 12:23:32,790 - mmaction - INFO - Epoch [52][1060/3757] lr: 1.000e-03, eta: 4 days, 3:29:41, time: 2.005, data_time: 1.035, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8438, loss_cls: 1.5134, loss: 1.5134, grad_norm: 6.7441 2020-07-29 12:24:11,241 - mmaction - INFO - Epoch [52][1080/3757] lr: 1.000e-03, eta: 4 days, 3:29:01, time: 1.921, data_time: 0.779, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8516, loss_cls: 1.4110, loss: 1.4110, grad_norm: 6.5361 2020-07-29 12:24:46,317 - mmaction - INFO - Epoch [52][1100/3757] lr: 1.000e-03, eta: 4 days, 3:28:18, time: 1.755, data_time: 0.631, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8406, loss_cls: 1.4794, loss: 1.4794, grad_norm: 6.7094 2020-07-29 12:25:26,832 - mmaction - INFO - Epoch [52][1120/3757] lr: 1.000e-03, eta: 4 days, 3:27:40, time: 2.020, data_time: 0.022, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8453, loss_cls: 1.4121, loss: 1.4121, grad_norm: 6.5460 2020-07-29 12:26:07,591 - mmaction - INFO - Epoch [52][1140/3757] lr: 1.000e-03, eta: 4 days, 3:27:03, time: 2.045, data_time: 0.010, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8680, loss_cls: 1.3703, loss: 1.3703, grad_norm: 6.5569 2020-07-29 12:26:44,985 - mmaction - INFO - Epoch [52][1160/3757] lr: 1.000e-03, eta: 4 days, 3:26:22, time: 1.862, data_time: 0.007, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8422, loss_cls: 1.4174, loss: 1.4174, grad_norm: 6.5548 2020-07-29 12:27:21,604 - mmaction - INFO - Epoch [52][1180/3757] lr: 1.000e-03, eta: 4 days, 3:25:40, time: 1.838, data_time: 0.370, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8305, loss_cls: 1.5208, loss: 1.5208, grad_norm: 7.0300 2020-07-29 12:28:03,696 - mmaction - INFO - Epoch [52][1200/3757] lr: 1.000e-03, eta: 4 days, 3:25:04, time: 2.103, data_time: 0.753, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8375, loss_cls: 1.4703, loss: 1.4703, grad_norm: 6.6884 2020-07-29 12:28:41,115 - mmaction - INFO - Epoch [52][1220/3757] lr: 1.000e-03, eta: 4 days, 3:24:23, time: 1.873, data_time: 0.985, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8742, loss_cls: 1.3381, loss: 1.3381, grad_norm: 6.6586 2020-07-29 12:29:17,904 - mmaction - INFO - Epoch [52][1240/3757] lr: 1.000e-03, eta: 4 days, 3:23:42, time: 1.828, data_time: 0.126, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8547, loss_cls: 1.3729, loss: 1.3729, grad_norm: 6.6149 2020-07-29 12:29:58,216 - mmaction - INFO - Epoch [52][1260/3757] lr: 1.000e-03, eta: 4 days, 3:23:04, time: 2.026, data_time: 0.014, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8500, loss_cls: 1.4342, loss: 1.4342, grad_norm: 6.8803 2020-07-29 12:30:35,100 - mmaction - INFO - Epoch [52][1280/3757] lr: 1.000e-03, eta: 4 days, 3:22:22, time: 1.839, data_time: 0.008, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8523, loss_cls: 1.4358, loss: 1.4358, grad_norm: 6.6126 2020-07-29 12:31:14,632 - mmaction - INFO - Epoch [52][1300/3757] lr: 1.000e-03, eta: 4 days, 3:21:44, time: 1.977, data_time: 0.173, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8422, loss_cls: 1.5143, loss: 1.5143, grad_norm: 6.6239 2020-07-29 12:31:56,818 - mmaction - INFO - Epoch [52][1320/3757] lr: 1.000e-03, eta: 4 days, 3:21:07, time: 2.110, data_time: 0.027, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8445, loss_cls: 1.4407, loss: 1.4407, grad_norm: 6.5741 2020-07-29 12:32:34,675 - mmaction - INFO - Epoch [52][1340/3757] lr: 1.000e-03, eta: 4 days, 3:20:27, time: 1.889, data_time: 0.009, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8492, loss_cls: 1.4919, loss: 1.4919, grad_norm: 6.8185 2020-07-29 12:33:14,075 - mmaction - INFO - Epoch [52][1360/3757] lr: 1.000e-03, eta: 4 days, 3:19:48, time: 1.977, data_time: 0.011, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8375, loss_cls: 1.5789, loss: 1.5789, grad_norm: 6.9820 2020-07-29 12:33:52,680 - mmaction - INFO - Epoch [52][1380/3757] lr: 1.000e-03, eta: 4 days, 3:19:09, time: 1.929, data_time: 0.009, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8289, loss_cls: 1.5750, loss: 1.5750, grad_norm: 6.7236 2020-07-29 12:34:32,107 - mmaction - INFO - Epoch [52][1400/3757] lr: 1.000e-03, eta: 4 days, 3:18:30, time: 1.965, data_time: 0.005, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8406, loss_cls: 1.4962, loss: 1.4962, grad_norm: 6.8868 2020-07-29 12:35:11,177 - mmaction - INFO - Epoch [52][1420/3757] lr: 1.000e-03, eta: 4 days, 3:17:51, time: 1.961, data_time: 0.012, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8547, loss_cls: 1.4443, loss: 1.4443, grad_norm: 6.5864 2020-07-29 12:35:45,447 - mmaction - INFO - Epoch [52][1440/3757] lr: 1.000e-03, eta: 4 days, 3:17:07, time: 1.713, data_time: 0.009, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8508, loss_cls: 1.4192, loss: 1.4192, grad_norm: 6.5012 2020-07-29 12:36:26,191 - mmaction - INFO - Epoch [52][1460/3757] lr: 1.000e-03, eta: 4 days, 3:16:29, time: 2.033, data_time: 0.123, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8523, loss_cls: 1.4726, loss: 1.4726, grad_norm: 6.6195 2020-07-29 12:37:06,471 - mmaction - INFO - Epoch [52][1480/3757] lr: 1.000e-03, eta: 4 days, 3:15:51, time: 2.020, data_time: 0.268, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8250, loss_cls: 1.5568, loss: 1.5568, grad_norm: 6.7263 2020-07-29 12:37:41,985 - mmaction - INFO - Epoch [52][1500/3757] lr: 1.000e-03, eta: 4 days, 3:15:08, time: 1.766, data_time: 0.330, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8320, loss_cls: 1.5419, loss: 1.5419, grad_norm: 6.9102 2020-07-29 12:38:25,584 - mmaction - INFO - Epoch [52][1520/3757] lr: 1.000e-03, eta: 4 days, 3:14:34, time: 2.186, data_time: 1.482, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8406, loss_cls: 1.4383, loss: 1.4383, grad_norm: 6.6511 2020-07-29 12:39:01,487 - mmaction - INFO - Epoch [52][1540/3757] lr: 1.000e-03, eta: 4 days, 3:13:51, time: 1.799, data_time: 0.925, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8398, loss_cls: 1.4464, loss: 1.4464, grad_norm: 6.6058 2020-07-29 12:39:43,199 - mmaction - INFO - Epoch [52][1560/3757] lr: 1.000e-03, eta: 4 days, 3:13:15, time: 2.080, data_time: 0.205, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8477, loss_cls: 1.4856, loss: 1.4856, grad_norm: 6.8063 2020-07-29 12:40:20,355 - mmaction - INFO - Epoch [52][1580/3757] lr: 1.000e-03, eta: 4 days, 3:12:34, time: 1.855, data_time: 0.010, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8508, loss_cls: 1.4887, loss: 1.4887, grad_norm: 6.7664 2020-07-29 12:40:59,664 - mmaction - INFO - Epoch [52][1600/3757] lr: 1.000e-03, eta: 4 days, 3:11:55, time: 1.968, data_time: 0.264, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8344, loss_cls: 1.5096, loss: 1.5096, grad_norm: 6.7621 2020-07-29 12:41:38,483 - mmaction - INFO - Epoch [52][1620/3757] lr: 1.000e-03, eta: 4 days, 3:11:15, time: 1.941, data_time: 0.194, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8531, loss_cls: 1.4789, loss: 1.4789, grad_norm: 6.8098 2020-07-29 12:42:17,626 - mmaction - INFO - Epoch [52][1640/3757] lr: 1.000e-03, eta: 4 days, 3:10:36, time: 1.958, data_time: 0.019, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8320, loss_cls: 1.5126, loss: 1.5126, grad_norm: 6.5124 2020-07-29 12:42:59,798 - mmaction - INFO - Epoch [52][1660/3757] lr: 1.000e-03, eta: 4 days, 3:10:00, time: 2.112, data_time: 0.008, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8445, loss_cls: 1.4495, loss: 1.4495, grad_norm: 6.5138 2020-07-29 12:43:33,513 - mmaction - INFO - Epoch [52][1680/3757] lr: 1.000e-03, eta: 4 days, 3:09:16, time: 1.685, data_time: 0.003, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8406, loss_cls: 1.4889, loss: 1.4889, grad_norm: 6.8050 2020-07-29 12:44:17,322 - mmaction - INFO - Epoch [52][1700/3757] lr: 1.000e-03, eta: 4 days, 3:08:41, time: 2.189, data_time: 0.010, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8547, loss_cls: 1.4400, loss: 1.4400, grad_norm: 6.6513 2020-07-29 12:44:54,149 - mmaction - INFO - Epoch [52][1720/3757] lr: 1.000e-03, eta: 4 days, 3:08:00, time: 1.845, data_time: 0.008, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.4627, loss: 1.4627, grad_norm: 6.8990 2020-07-29 12:45:34,483 - mmaction - INFO - Epoch [52][1740/3757] lr: 1.000e-03, eta: 4 days, 3:07:22, time: 2.013, data_time: 0.008, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8445, loss_cls: 1.4478, loss: 1.4478, grad_norm: 6.4911 2020-07-29 12:46:10,625 - mmaction - INFO - Epoch [52][1760/3757] lr: 1.000e-03, eta: 4 days, 3:06:40, time: 1.809, data_time: 0.029, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8383, loss_cls: 1.4553, loss: 1.4553, grad_norm: 6.5820 2020-07-29 12:46:48,506 - mmaction - INFO - Epoch [52][1780/3757] lr: 1.000e-03, eta: 4 days, 3:05:59, time: 1.892, data_time: 0.004, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8445, loss_cls: 1.4985, loss: 1.4985, grad_norm: 6.7331 2020-07-29 12:47:28,614 - mmaction - INFO - Epoch [52][1800/3757] lr: 1.000e-03, eta: 4 days, 3:05:21, time: 1.999, data_time: 0.037, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8336, loss_cls: 1.4982, loss: 1.4982, grad_norm: 6.6293 2020-07-29 12:48:04,912 - mmaction - INFO - Epoch [52][1820/3757] lr: 1.000e-03, eta: 4 days, 3:04:39, time: 1.822, data_time: 0.013, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8469, loss_cls: 1.4499, loss: 1.4499, grad_norm: 6.7542 2020-07-29 12:48:45,395 - mmaction - INFO - Epoch [52][1840/3757] lr: 1.000e-03, eta: 4 days, 3:04:01, time: 2.015, data_time: 0.010, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8289, loss_cls: 1.5367, loss: 1.5367, grad_norm: 6.8181 2020-07-29 12:49:24,306 - mmaction - INFO - Epoch [52][1860/3757] lr: 1.000e-03, eta: 4 days, 3:03:22, time: 1.956, data_time: 0.063, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8438, loss_cls: 1.4742, loss: 1.4742, grad_norm: 6.6555 2020-07-29 12:50:02,712 - mmaction - INFO - Epoch [52][1880/3757] lr: 1.000e-03, eta: 4 days, 3:02:42, time: 1.921, data_time: 0.053, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8281, loss_cls: 1.5297, loss: 1.5297, grad_norm: 6.7577 2020-07-29 12:50:42,010 - mmaction - INFO - Epoch [52][1900/3757] lr: 1.000e-03, eta: 4 days, 3:02:03, time: 1.961, data_time: 0.069, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8445, loss_cls: 1.4638, loss: 1.4638, grad_norm: 6.5967 2020-07-29 12:51:20,606 - mmaction - INFO - Epoch [52][1920/3757] lr: 1.000e-03, eta: 4 days, 3:01:24, time: 1.933, data_time: 0.006, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8398, loss_cls: 1.4877, loss: 1.4877, grad_norm: 6.6429 2020-07-29 12:52:00,329 - mmaction - INFO - Epoch [52][1940/3757] lr: 1.000e-03, eta: 4 days, 3:00:45, time: 1.980, data_time: 0.008, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8453, loss_cls: 1.4473, loss: 1.4473, grad_norm: 6.6878 2020-07-29 12:52:37,598 - mmaction - INFO - Epoch [52][1960/3757] lr: 1.000e-03, eta: 4 days, 3:00:04, time: 1.862, data_time: 0.010, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8406, loss_cls: 1.4767, loss: 1.4767, grad_norm: 6.5693 2020-07-29 12:53:17,130 - mmaction - INFO - Epoch [52][1980/3757] lr: 1.000e-03, eta: 4 days, 2:59:25, time: 1.984, data_time: 0.011, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8266, loss_cls: 1.5595, loss: 1.5595, grad_norm: 6.8755 2020-07-29 12:53:55,309 - mmaction - INFO - Epoch [52][2000/3757] lr: 1.000e-03, eta: 4 days, 2:58:45, time: 1.910, data_time: 0.004, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8414, loss_cls: 1.5328, loss: 1.5328, grad_norm: 6.8568 2020-07-29 12:54:34,069 - mmaction - INFO - Epoch [52][2020/3757] lr: 1.000e-03, eta: 4 days, 2:58:06, time: 1.939, data_time: 0.007, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8352, loss_cls: 1.5339, loss: 1.5339, grad_norm: 7.0206 2020-07-29 12:55:11,972 - mmaction - INFO - Epoch [52][2040/3757] lr: 1.000e-03, eta: 4 days, 2:57:25, time: 1.889, data_time: 0.002, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8461, loss_cls: 1.4827, loss: 1.4827, grad_norm: 6.5548 2020-07-29 12:55:50,925 - mmaction - INFO - Epoch [52][2060/3757] lr: 1.000e-03, eta: 4 days, 2:56:46, time: 1.953, data_time: 0.010, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8352, loss_cls: 1.4856, loss: 1.4856, grad_norm: 6.5897 2020-07-29 12:56:31,736 - mmaction - INFO - Epoch [52][2080/3757] lr: 1.000e-03, eta: 4 days, 2:56:09, time: 2.041, data_time: 0.009, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8359, loss_cls: 1.4974, loss: 1.4974, grad_norm: 6.6373 2020-07-29 12:57:10,263 - mmaction - INFO - Epoch [52][2100/3757] lr: 1.000e-03, eta: 4 days, 2:55:29, time: 1.926, data_time: 0.002, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8383, loss_cls: 1.4958, loss: 1.4958, grad_norm: 6.7132 2020-07-29 12:57:50,086 - mmaction - INFO - Epoch [52][2120/3757] lr: 1.000e-03, eta: 4 days, 2:54:50, time: 1.984, data_time: 0.008, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8492, loss_cls: 1.4983, loss: 1.4983, grad_norm: 6.7341 2020-07-29 12:58:27,862 - mmaction - INFO - Epoch [52][2140/3757] lr: 1.000e-03, eta: 4 days, 2:54:10, time: 1.896, data_time: 0.010, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8531, loss_cls: 1.4530, loss: 1.4530, grad_norm: 6.8143 2020-07-29 12:59:08,930 - mmaction - INFO - Epoch [52][2160/3757] lr: 1.000e-03, eta: 4 days, 2:53:33, time: 2.054, data_time: 0.008, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8500, loss_cls: 1.3686, loss: 1.3686, grad_norm: 6.3833 2020-07-29 12:59:47,762 - mmaction - INFO - Epoch [52][2180/3757] lr: 1.000e-03, eta: 4 days, 2:52:53, time: 1.941, data_time: 0.003, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8492, loss_cls: 1.4679, loss: 1.4679, grad_norm: 6.7208 2020-07-29 13:00:28,561 - mmaction - INFO - Epoch [52][2200/3757] lr: 1.000e-03, eta: 4 days, 2:52:15, time: 2.020, data_time: 0.008, memory: 5170, top1_acc: 0.6164, top5_acc: 0.8352, loss_cls: 1.5534, loss: 1.5534, grad_norm: 6.9485 2020-07-29 13:01:03,964 - mmaction - INFO - Epoch [52][2220/3757] lr: 1.000e-03, eta: 4 days, 2:51:33, time: 1.791, data_time: 0.040, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8281, loss_cls: 1.5175, loss: 1.5175, grad_norm: 6.6190 2020-07-29 13:01:41,323 - mmaction - INFO - Epoch [52][2240/3757] lr: 1.000e-03, eta: 4 days, 2:50:52, time: 1.868, data_time: 0.008, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8352, loss_cls: 1.4678, loss: 1.4678, grad_norm: 6.9071 2020-07-29 13:02:19,822 - mmaction - INFO - Epoch [52][2260/3757] lr: 1.000e-03, eta: 4 days, 2:50:12, time: 1.917, data_time: 0.002, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8461, loss_cls: 1.4340, loss: 1.4340, grad_norm: 6.5309 2020-07-29 13:03:00,514 - mmaction - INFO - Epoch [52][2280/3757] lr: 1.000e-03, eta: 4 days, 2:49:35, time: 2.035, data_time: 0.010, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8500, loss_cls: 1.4336, loss: 1.4336, grad_norm: 6.5874 2020-07-29 13:03:42,875 - mmaction - INFO - Epoch [52][2300/3757] lr: 1.000e-03, eta: 4 days, 2:48:59, time: 2.125, data_time: 0.009, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8242, loss_cls: 1.5087, loss: 1.5087, grad_norm: 6.6852 2020-07-29 13:04:23,155 - mmaction - INFO - Epoch [52][2320/3757] lr: 1.000e-03, eta: 4 days, 2:48:21, time: 2.005, data_time: 0.007, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8594, loss_cls: 1.4800, loss: 1.4800, grad_norm: 6.6882 2020-07-29 13:05:01,292 - mmaction - INFO - Epoch [52][2340/3757] lr: 1.000e-03, eta: 4 days, 2:47:41, time: 1.913, data_time: 0.011, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8258, loss_cls: 1.5267, loss: 1.5267, grad_norm: 6.7548 2020-07-29 13:05:40,597 - mmaction - INFO - Epoch [52][2360/3757] lr: 1.000e-03, eta: 4 days, 2:47:02, time: 1.967, data_time: 0.005, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8508, loss_cls: 1.4774, loss: 1.4774, grad_norm: 6.7825 2020-07-29 13:06:16,714 - mmaction - INFO - Epoch [52][2380/3757] lr: 1.000e-03, eta: 4 days, 2:46:20, time: 1.804, data_time: 0.005, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8375, loss_cls: 1.4302, loss: 1.4302, grad_norm: 6.6395 2020-07-29 13:06:52,588 - mmaction - INFO - Epoch [52][2400/3757] lr: 1.000e-03, eta: 4 days, 2:45:37, time: 1.790, data_time: 0.342, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8438, loss_cls: 1.4689, loss: 1.4689, grad_norm: 6.8431 2020-07-29 13:07:30,329 - mmaction - INFO - Epoch [52][2420/3757] lr: 1.000e-03, eta: 4 days, 2:44:57, time: 1.893, data_time: 0.960, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8336, loss_cls: 1.5279, loss: 1.5279, grad_norm: 6.6121 2020-07-29 13:08:07,662 - mmaction - INFO - Epoch [52][2440/3757] lr: 1.000e-03, eta: 4 days, 2:44:16, time: 1.858, data_time: 1.269, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8445, loss_cls: 1.4535, loss: 1.4535, grad_norm: 6.6333 2020-07-29 13:08:49,426 - mmaction - INFO - Epoch [52][2460/3757] lr: 1.000e-03, eta: 4 days, 2:43:40, time: 2.097, data_time: 0.434, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8398, loss_cls: 1.4986, loss: 1.4986, grad_norm: 6.8827 2020-07-29 13:09:30,658 - mmaction - INFO - Epoch [52][2480/3757] lr: 1.000e-03, eta: 4 days, 2:43:02, time: 2.057, data_time: 0.014, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8477, loss_cls: 1.4583, loss: 1.4583, grad_norm: 6.9813 2020-07-29 13:10:07,790 - mmaction - INFO - Epoch [52][2500/3757] lr: 1.000e-03, eta: 4 days, 2:42:21, time: 1.861, data_time: 0.010, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8477, loss_cls: 1.4024, loss: 1.4024, grad_norm: 6.5107 2020-07-29 13:10:44,711 - mmaction - INFO - Epoch [52][2520/3757] lr: 1.000e-03, eta: 4 days, 2:41:40, time: 1.845, data_time: 0.002, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8406, loss_cls: 1.3866, loss: 1.3866, grad_norm: 6.7142 2020-07-29 13:11:23,353 - mmaction - INFO - Epoch [52][2540/3757] lr: 1.000e-03, eta: 4 days, 2:41:01, time: 1.932, data_time: 0.008, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8352, loss_cls: 1.4969, loss: 1.4969, grad_norm: 6.6673 2020-07-29 13:12:03,283 - mmaction - INFO - Epoch [52][2560/3757] lr: 1.000e-03, eta: 4 days, 2:40:22, time: 1.994, data_time: 0.005, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8352, loss_cls: 1.5212, loss: 1.5212, grad_norm: 6.7424 2020-07-29 13:12:41,415 - mmaction - INFO - Epoch [52][2580/3757] lr: 1.000e-03, eta: 4 days, 2:39:42, time: 1.907, data_time: 0.008, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8250, loss_cls: 1.5253, loss: 1.5253, grad_norm: 6.8415 2020-07-29 13:13:18,664 - mmaction - INFO - Epoch [52][2600/3757] lr: 1.000e-03, eta: 4 days, 2:39:01, time: 1.866, data_time: 0.007, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8438, loss_cls: 1.4671, loss: 1.4671, grad_norm: 6.6670 2020-07-29 13:14:01,250 - mmaction - INFO - Epoch [52][2620/3757] lr: 1.000e-03, eta: 4 days, 2:38:25, time: 2.127, data_time: 0.007, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8570, loss_cls: 1.4603, loss: 1.4603, grad_norm: 6.6901 2020-07-29 13:14:40,316 - mmaction - INFO - Epoch [52][2640/3757] lr: 1.000e-03, eta: 4 days, 2:37:46, time: 1.952, data_time: 0.005, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8516, loss_cls: 1.4737, loss: 1.4737, grad_norm: 6.8005 2020-07-29 13:15:21,044 - mmaction - INFO - Epoch [52][2660/3757] lr: 1.000e-03, eta: 4 days, 2:37:08, time: 2.036, data_time: 0.257, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8367, loss_cls: 1.4838, loss: 1.4838, grad_norm: 6.8602 2020-07-29 13:15:59,655 - mmaction - INFO - Epoch [52][2680/3757] lr: 1.000e-03, eta: 4 days, 2:36:29, time: 1.930, data_time: 0.019, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8445, loss_cls: 1.4303, loss: 1.4303, grad_norm: 6.6924 2020-07-29 13:16:38,576 - mmaction - INFO - Epoch [52][2700/3757] lr: 1.000e-03, eta: 4 days, 2:35:49, time: 1.941, data_time: 1.080, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8258, loss_cls: 1.4715, loss: 1.4715, grad_norm: 6.5641 2020-07-29 13:17:19,267 - mmaction - INFO - Epoch [52][2720/3757] lr: 1.000e-03, eta: 4 days, 2:35:12, time: 2.041, data_time: 0.986, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8531, loss_cls: 1.4706, loss: 1.4706, grad_norm: 6.7350 2020-07-29 13:17:56,964 - mmaction - INFO - Epoch [52][2740/3757] lr: 1.000e-03, eta: 4 days, 2:34:31, time: 1.880, data_time: 1.182, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8531, loss_cls: 1.4207, loss: 1.4207, grad_norm: 6.7274 2020-07-29 13:18:39,703 - mmaction - INFO - Epoch [52][2760/3757] lr: 1.000e-03, eta: 4 days, 2:33:56, time: 2.142, data_time: 1.583, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8438, loss_cls: 1.4528, loss: 1.4528, grad_norm: 6.5835 2020-07-29 13:19:19,870 - mmaction - INFO - Epoch [52][2780/3757] lr: 1.000e-03, eta: 4 days, 2:33:17, time: 2.009, data_time: 1.458, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8336, loss_cls: 1.5195, loss: 1.5195, grad_norm: 6.8049 2020-07-29 13:19:52,743 - mmaction - INFO - Epoch [52][2800/3757] lr: 1.000e-03, eta: 4 days, 2:32:32, time: 1.644, data_time: 1.044, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8609, loss_cls: 1.3884, loss: 1.3884, grad_norm: 6.5807 2020-07-29 13:20:32,752 - mmaction - INFO - Epoch [52][2820/3757] lr: 1.000e-03, eta: 4 days, 2:31:54, time: 2.001, data_time: 1.269, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8500, loss_cls: 1.4351, loss: 1.4351, grad_norm: 6.6389 2020-07-29 13:21:18,241 - mmaction - INFO - Epoch [52][2840/3757] lr: 1.000e-03, eta: 4 days, 2:31:21, time: 2.275, data_time: 0.359, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8484, loss_cls: 1.4324, loss: 1.4324, grad_norm: 6.6630 2020-07-29 13:21:54,536 - mmaction - INFO - Epoch [52][2860/3757] lr: 1.000e-03, eta: 4 days, 2:30:39, time: 1.815, data_time: 0.003, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8570, loss_cls: 1.4287, loss: 1.4287, grad_norm: 6.6751 2020-07-29 13:22:32,350 - mmaction - INFO - Epoch [52][2880/3757] lr: 1.000e-03, eta: 4 days, 2:29:59, time: 1.883, data_time: 0.011, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8367, loss_cls: 1.4790, loss: 1.4790, grad_norm: 6.6660 2020-07-29 13:23:09,885 - mmaction - INFO - Epoch [52][2900/3757] lr: 1.000e-03, eta: 4 days, 2:29:18, time: 1.882, data_time: 0.012, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8625, loss_cls: 1.4015, loss: 1.4015, grad_norm: 6.3929 2020-07-29 13:23:51,125 - mmaction - INFO - Epoch [52][2920/3757] lr: 1.000e-03, eta: 4 days, 2:28:41, time: 2.062, data_time: 0.005, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8328, loss_cls: 1.4896, loss: 1.4896, grad_norm: 6.6159 2020-07-29 13:24:25,782 - mmaction - INFO - Epoch [52][2940/3757] lr: 1.000e-03, eta: 4 days, 2:27:58, time: 1.731, data_time: 0.268, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8430, loss_cls: 1.5104, loss: 1.5104, grad_norm: 6.7399 2020-07-29 13:25:05,359 - mmaction - INFO - Epoch [52][2960/3757] lr: 1.000e-03, eta: 4 days, 2:27:19, time: 1.982, data_time: 0.080, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8344, loss_cls: 1.5105, loss: 1.5105, grad_norm: 6.6963 2020-07-29 13:25:43,405 - mmaction - INFO - Epoch [52][2980/3757] lr: 1.000e-03, eta: 4 days, 2:26:39, time: 1.903, data_time: 0.035, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8344, loss_cls: 1.5344, loss: 1.5344, grad_norm: 6.5955 2020-07-29 13:26:21,897 - mmaction - INFO - Epoch [52][3000/3757] lr: 1.000e-03, eta: 4 days, 2:25:59, time: 1.915, data_time: 0.008, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8367, loss_cls: 1.5176, loss: 1.5176, grad_norm: 6.7766 2020-07-29 13:27:02,125 - mmaction - INFO - Epoch [52][3020/3757] lr: 1.000e-03, eta: 4 days, 2:25:21, time: 2.021, data_time: 0.012, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8469, loss_cls: 1.5244, loss: 1.5244, grad_norm: 6.9422 2020-07-29 13:27:43,205 - mmaction - INFO - Epoch [52][3040/3757] lr: 1.000e-03, eta: 4 days, 2:24:43, time: 2.051, data_time: 0.008, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8586, loss_cls: 1.4365, loss: 1.4365, grad_norm: 6.6076 2020-07-29 13:28:18,897 - mmaction - INFO - Epoch [52][3060/3757] lr: 1.000e-03, eta: 4 days, 2:24:01, time: 1.784, data_time: 0.008, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8367, loss_cls: 1.4699, loss: 1.4699, grad_norm: 6.7290 2020-07-29 13:29:00,211 - mmaction - INFO - Epoch [52][3080/3757] lr: 1.000e-03, eta: 4 days, 2:23:24, time: 2.069, data_time: 0.007, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8281, loss_cls: 1.4281, loss: 1.4281, grad_norm: 6.5924 2020-07-29 13:29:38,808 - mmaction - INFO - Epoch [52][3100/3757] lr: 1.000e-03, eta: 4 days, 2:22:44, time: 1.929, data_time: 0.010, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8281, loss_cls: 1.5672, loss: 1.5672, grad_norm: 6.8362 2020-07-29 13:30:17,936 - mmaction - INFO - Epoch [52][3120/3757] lr: 1.000e-03, eta: 4 days, 2:22:05, time: 1.947, data_time: 0.003, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8359, loss_cls: 1.4870, loss: 1.4870, grad_norm: 6.7949 2020-07-29 13:30:54,427 - mmaction - INFO - Epoch [52][3140/3757] lr: 1.000e-03, eta: 4 days, 2:21:24, time: 1.835, data_time: 0.016, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8461, loss_cls: 1.4814, loss: 1.4814, grad_norm: 6.8530 2020-07-29 13:31:34,607 - mmaction - INFO - Epoch [52][3160/3757] lr: 1.000e-03, eta: 4 days, 2:20:45, time: 2.006, data_time: 0.150, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8477, loss_cls: 1.4631, loss: 1.4631, grad_norm: 6.8806 2020-07-29 13:32:13,935 - mmaction - INFO - Epoch [52][3180/3757] lr: 1.000e-03, eta: 4 days, 2:20:07, time: 1.968, data_time: 0.141, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8336, loss_cls: 1.4677, loss: 1.4677, grad_norm: 6.7261 2020-07-29 13:32:51,172 - mmaction - INFO - Epoch [52][3200/3757] lr: 1.000e-03, eta: 4 days, 2:19:26, time: 1.859, data_time: 0.009, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8539, loss_cls: 1.4023, loss: 1.4023, grad_norm: 6.5078 2020-07-29 13:33:30,374 - mmaction - INFO - Epoch [52][3220/3757] lr: 1.000e-03, eta: 4 days, 2:18:47, time: 1.963, data_time: 0.011, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8500, loss_cls: 1.4708, loss: 1.4708, grad_norm: 6.7704 2020-07-29 13:34:06,445 - mmaction - INFO - Epoch [52][3240/3757] lr: 1.000e-03, eta: 4 days, 2:18:05, time: 1.805, data_time: 0.011, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8430, loss_cls: 1.4450, loss: 1.4450, grad_norm: 6.8570 2020-07-29 13:34:45,853 - mmaction - INFO - Epoch [52][3260/3757] lr: 1.000e-03, eta: 4 days, 2:17:26, time: 1.970, data_time: 0.002, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8469, loss_cls: 1.4119, loss: 1.4119, grad_norm: 6.6541 2020-07-29 13:35:28,044 - mmaction - INFO - Epoch [52][3280/3757] lr: 1.000e-03, eta: 4 days, 2:16:49, time: 2.107, data_time: 0.009, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8234, loss_cls: 1.5286, loss: 1.5286, grad_norm: 6.8943 2020-07-29 13:36:02,112 - mmaction - INFO - Epoch [52][3300/3757] lr: 1.000e-03, eta: 4 days, 2:16:06, time: 1.707, data_time: 0.068, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8461, loss_cls: 1.5094, loss: 1.5094, grad_norm: 6.5488 2020-07-29 13:36:44,278 - mmaction - INFO - Epoch [52][3320/3757] lr: 1.000e-03, eta: 4 days, 2:15:29, time: 2.100, data_time: 0.311, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8438, loss_cls: 1.4364, loss: 1.4364, grad_norm: 6.5419 2020-07-29 13:37:18,562 - mmaction - INFO - Epoch [52][3340/3757] lr: 1.000e-03, eta: 4 days, 2:14:46, time: 1.722, data_time: 0.011, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8469, loss_cls: 1.4213, loss: 1.4213, grad_norm: 6.5552 2020-07-29 13:37:57,859 - mmaction - INFO - Epoch [52][3360/3757] lr: 1.000e-03, eta: 4 days, 2:14:07, time: 1.957, data_time: 0.009, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8531, loss_cls: 1.3707, loss: 1.3707, grad_norm: 6.4808 2020-07-29 13:38:40,257 - mmaction - INFO - Epoch [52][3380/3757] lr: 1.000e-03, eta: 4 days, 2:13:30, time: 2.123, data_time: 0.121, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8313, loss_cls: 1.5220, loss: 1.5220, grad_norm: 6.9346 2020-07-29 13:39:16,876 - mmaction - INFO - Epoch [52][3400/3757] lr: 1.000e-03, eta: 4 days, 2:12:49, time: 1.835, data_time: 0.010, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8391, loss_cls: 1.5498, loss: 1.5498, grad_norm: 6.8789 2020-07-29 13:39:55,409 - mmaction - INFO - Epoch [52][3420/3757] lr: 1.000e-03, eta: 4 days, 2:12:09, time: 1.926, data_time: 0.008, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8250, loss_cls: 1.6082, loss: 1.6082, grad_norm: 7.0897 2020-07-29 13:40:35,641 - mmaction - INFO - Epoch [52][3440/3757] lr: 1.000e-03, eta: 4 days, 2:11:31, time: 2.005, data_time: 0.004, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8461, loss_cls: 1.5281, loss: 1.5281, grad_norm: 6.8797 2020-07-29 13:41:15,445 - mmaction - INFO - Epoch [52][3460/3757] lr: 1.000e-03, eta: 4 days, 2:10:53, time: 1.994, data_time: 0.011, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8445, loss_cls: 1.4718, loss: 1.4718, grad_norm: 6.6211 2020-07-29 13:41:54,320 - mmaction - INFO - Epoch [52][3480/3757] lr: 1.000e-03, eta: 4 days, 2:10:13, time: 1.947, data_time: 0.009, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8367, loss_cls: 1.5138, loss: 1.5138, grad_norm: 6.7898 2020-07-29 13:42:34,424 - mmaction - INFO - Epoch [52][3500/3757] lr: 1.000e-03, eta: 4 days, 2:09:35, time: 2.006, data_time: 0.485, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8266, loss_cls: 1.5443, loss: 1.5443, grad_norm: 6.8153 2020-07-29 13:43:13,556 - mmaction - INFO - Epoch [52][3520/3757] lr: 1.000e-03, eta: 4 days, 2:08:56, time: 1.952, data_time: 0.002, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8555, loss_cls: 1.4255, loss: 1.4255, grad_norm: 6.5612 2020-07-29 13:43:49,500 - mmaction - INFO - Epoch [52][3540/3757] lr: 1.000e-03, eta: 4 days, 2:08:14, time: 1.802, data_time: 0.008, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8391, loss_cls: 1.5013, loss: 1.5013, grad_norm: 6.9419 2020-07-29 13:44:28,975 - mmaction - INFO - Epoch [52][3560/3757] lr: 1.000e-03, eta: 4 days, 2:07:35, time: 1.973, data_time: 0.025, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8523, loss_cls: 1.3981, loss: 1.3981, grad_norm: 6.6763 2020-07-29 13:45:07,513 - mmaction - INFO - Epoch [52][3580/3757] lr: 1.000e-03, eta: 4 days, 2:06:55, time: 1.927, data_time: 0.019, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8484, loss_cls: 1.4478, loss: 1.4478, grad_norm: 6.5585 2020-07-29 13:45:46,042 - mmaction - INFO - Epoch [52][3600/3757] lr: 1.000e-03, eta: 4 days, 2:06:16, time: 1.927, data_time: 0.021, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8508, loss_cls: 1.4587, loss: 1.4587, grad_norm: 6.8002 2020-07-29 13:46:25,417 - mmaction - INFO - Epoch [52][3620/3757] lr: 1.000e-03, eta: 4 days, 2:05:37, time: 1.963, data_time: 0.009, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8320, loss_cls: 1.4995, loss: 1.4995, grad_norm: 6.6219 2020-07-29 13:47:06,039 - mmaction - INFO - Epoch [52][3640/3757] lr: 1.000e-03, eta: 4 days, 2:04:59, time: 2.037, data_time: 0.184, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8344, loss_cls: 1.5345, loss: 1.5345, grad_norm: 6.8521 2020-07-29 13:47:42,208 - mmaction - INFO - Epoch [52][3660/3757] lr: 1.000e-03, eta: 4 days, 2:04:17, time: 1.805, data_time: 0.012, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8523, loss_cls: 1.4213, loss: 1.4213, grad_norm: 6.7175 2020-07-29 13:48:23,047 - mmaction - INFO - Epoch [52][3680/3757] lr: 1.000e-03, eta: 4 days, 2:03:40, time: 2.045, data_time: 0.008, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8320, loss_cls: 1.5260, loss: 1.5260, grad_norm: 6.7614 2020-07-29 13:49:00,325 - mmaction - INFO - Epoch [52][3700/3757] lr: 1.000e-03, eta: 4 days, 2:02:59, time: 1.863, data_time: 0.015, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8391, loss_cls: 1.4988, loss: 1.4988, grad_norm: 6.7377 2020-07-29 13:49:41,397 - mmaction - INFO - Epoch [52][3720/3757] lr: 1.000e-03, eta: 4 days, 2:02:21, time: 2.047, data_time: 0.033, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8531, loss_cls: 1.4305, loss: 1.4305, grad_norm: 6.7523 2020-07-29 13:50:23,585 - mmaction - INFO - Epoch [52][3740/3757] lr: 1.000e-03, eta: 4 days, 2:01:45, time: 2.109, data_time: 0.013, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8469, loss_cls: 1.3857, loss: 1.3857, grad_norm: 6.6987 2020-07-29 13:50:49,435 - mmaction - INFO - Saving checkpoint at 52 epochs 2020-07-29 13:51:44,245 - mmaction - INFO - Epoch [53][20/3757] lr: 1.000e-03, eta: 4 days, 2:00:14, time: 2.615, data_time: 1.222, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8570, loss_cls: 1.4357, loss: 1.4357, grad_norm: 6.7052 2020-07-29 13:52:24,226 - mmaction - INFO - Epoch [53][40/3757] lr: 1.000e-03, eta: 4 days, 1:59:36, time: 2.003, data_time: 0.133, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8461, loss_cls: 1.4602, loss: 1.4602, grad_norm: 6.6653 2020-07-29 13:53:01,563 - mmaction - INFO - Epoch [53][60/3757] lr: 1.000e-03, eta: 4 days, 1:58:55, time: 1.866, data_time: 0.005, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8344, loss_cls: 1.5143, loss: 1.5143, grad_norm: 6.8323 2020-07-29 13:53:42,042 - mmaction - INFO - Epoch [53][80/3757] lr: 1.000e-03, eta: 4 days, 1:58:17, time: 2.024, data_time: 0.006, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8336, loss_cls: 1.4576, loss: 1.4576, grad_norm: 6.5491 2020-07-29 13:54:21,099 - mmaction - INFO - Epoch [53][100/3757] lr: 1.000e-03, eta: 4 days, 1:57:38, time: 1.949, data_time: 0.050, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8617, loss_cls: 1.4142, loss: 1.4142, grad_norm: 6.4627 2020-07-29 13:54:59,724 - mmaction - INFO - Epoch [53][120/3757] lr: 1.000e-03, eta: 4 days, 1:56:58, time: 1.938, data_time: 0.272, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8469, loss_cls: 1.4394, loss: 1.4394, grad_norm: 6.5460 2020-07-29 13:55:38,063 - mmaction - INFO - Epoch [53][140/3757] lr: 1.000e-03, eta: 4 days, 1:56:18, time: 1.913, data_time: 0.108, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8383, loss_cls: 1.4762, loss: 1.4762, grad_norm: 6.6426 2020-07-29 13:56:16,967 - mmaction - INFO - Epoch [53][160/3757] lr: 1.000e-03, eta: 4 days, 1:55:39, time: 1.943, data_time: 0.945, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8227, loss_cls: 1.5841, loss: 1.5841, grad_norm: 7.0982 2020-07-29 13:57:01,831 - mmaction - INFO - Epoch [53][180/3757] lr: 1.000e-03, eta: 4 days, 1:55:05, time: 2.245, data_time: 0.357, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8570, loss_cls: 1.4227, loss: 1.4227, grad_norm: 6.7472 2020-07-29 13:57:38,406 - mmaction - INFO - Epoch [53][200/3757] lr: 1.000e-03, eta: 4 days, 1:54:24, time: 1.833, data_time: 0.007, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8336, loss_cls: 1.4502, loss: 1.4502, grad_norm: 6.6059 2020-07-29 13:58:12,615 - mmaction - INFO - Epoch [53][220/3757] lr: 1.000e-03, eta: 4 days, 1:53:40, time: 1.711, data_time: 0.037, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8461, loss_cls: 1.4514, loss: 1.4514, grad_norm: 6.5918 2020-07-29 13:58:54,478 - mmaction - INFO - Epoch [53][240/3757] lr: 1.000e-03, eta: 4 days, 1:53:03, time: 2.087, data_time: 0.008, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8359, loss_cls: 1.5403, loss: 1.5403, grad_norm: 6.9742 2020-07-29 13:59:33,965 - mmaction - INFO - Epoch [53][260/3757] lr: 1.000e-03, eta: 4 days, 1:52:25, time: 1.980, data_time: 0.008, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8578, loss_cls: 1.4304, loss: 1.4304, grad_norm: 6.9056 2020-07-29 14:00:11,838 - mmaction - INFO - Epoch [53][280/3757] lr: 1.000e-03, eta: 4 days, 1:51:44, time: 1.885, data_time: 0.008, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8398, loss_cls: 1.4379, loss: 1.4379, grad_norm: 6.6531 2020-07-29 14:00:52,492 - mmaction - INFO - Epoch [53][300/3757] lr: 1.000e-03, eta: 4 days, 1:51:07, time: 2.042, data_time: 0.473, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8688, loss_cls: 1.4116, loss: 1.4116, grad_norm: 6.8765 2020-07-29 14:01:33,091 - mmaction - INFO - Epoch [53][320/3757] lr: 1.000e-03, eta: 4 days, 1:50:29, time: 2.028, data_time: 0.008, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8469, loss_cls: 1.4510, loss: 1.4510, grad_norm: 6.8088 2020-07-29 14:02:15,108 - mmaction - INFO - Epoch [53][340/3757] lr: 1.000e-03, eta: 4 days, 1:49:52, time: 2.100, data_time: 0.004, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8398, loss_cls: 1.4804, loss: 1.4804, grad_norm: 6.8295 2020-07-29 14:02:50,653 - mmaction - INFO - Epoch [53][360/3757] lr: 1.000e-03, eta: 4 days, 1:49:10, time: 1.778, data_time: 0.004, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8500, loss_cls: 1.4464, loss: 1.4464, grad_norm: 6.8634 2020-07-29 14:03:33,635 - mmaction - INFO - Epoch [53][380/3757] lr: 1.000e-03, eta: 4 days, 1:48:34, time: 2.142, data_time: 0.009, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8461, loss_cls: 1.4377, loss: 1.4377, grad_norm: 6.7096 2020-07-29 14:04:09,813 - mmaction - INFO - Epoch [53][400/3757] lr: 1.000e-03, eta: 4 days, 1:47:52, time: 1.815, data_time: 0.011, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8539, loss_cls: 1.4683, loss: 1.4683, grad_norm: 6.9022 2020-07-29 14:04:46,413 - mmaction - INFO - Epoch [53][420/3757] lr: 1.000e-03, eta: 4 days, 1:47:11, time: 1.829, data_time: 0.056, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8281, loss_cls: 1.5604, loss: 1.5604, grad_norm: 6.9095 2020-07-29 14:05:27,681 - mmaction - INFO - Epoch [53][440/3757] lr: 1.000e-03, eta: 4 days, 1:46:34, time: 2.058, data_time: 0.132, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8477, loss_cls: 1.4582, loss: 1.4582, grad_norm: 6.9409 2020-07-29 14:06:03,309 - mmaction - INFO - Epoch [53][460/3757] lr: 1.000e-03, eta: 4 days, 1:45:51, time: 1.788, data_time: 0.281, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8391, loss_cls: 1.4700, loss: 1.4700, grad_norm: 6.8243 2020-07-29 14:06:43,319 - mmaction - INFO - Epoch [53][480/3757] lr: 1.000e-03, eta: 4 days, 1:45:13, time: 1.994, data_time: 0.714, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8422, loss_cls: 1.4368, loss: 1.4368, grad_norm: 6.5436 2020-07-29 14:07:22,702 - mmaction - INFO - Epoch [53][500/3757] lr: 1.000e-03, eta: 4 days, 1:44:34, time: 1.969, data_time: 0.454, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8547, loss_cls: 1.4165, loss: 1.4165, grad_norm: 6.7027 2020-07-29 14:07:58,731 - mmaction - INFO - Epoch [53][520/3757] lr: 1.000e-03, eta: 4 days, 1:43:52, time: 1.809, data_time: 0.195, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8469, loss_cls: 1.4282, loss: 1.4282, grad_norm: 6.7103 2020-07-29 14:08:38,750 - mmaction - INFO - Epoch [53][540/3757] lr: 1.000e-03, eta: 4 days, 1:43:14, time: 1.997, data_time: 0.095, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8688, loss_cls: 1.3770, loss: 1.3770, grad_norm: 6.5327 2020-07-29 14:09:16,764 - mmaction - INFO - Epoch [53][560/3757] lr: 1.000e-03, eta: 4 days, 1:42:34, time: 1.906, data_time: 0.017, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8531, loss_cls: 1.4453, loss: 1.4453, grad_norm: 6.9836 2020-07-29 14:09:55,490 - mmaction - INFO - Epoch [53][580/3757] lr: 1.000e-03, eta: 4 days, 1:41:54, time: 1.932, data_time: 0.437, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8461, loss_cls: 1.4681, loss: 1.4681, grad_norm: 6.5644 2020-07-29 14:10:33,630 - mmaction - INFO - Epoch [53][600/3757] lr: 1.000e-03, eta: 4 days, 1:41:14, time: 1.909, data_time: 0.401, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8422, loss_cls: 1.5196, loss: 1.5196, grad_norm: 6.9431 2020-07-29 14:11:11,838 - mmaction - INFO - Epoch [53][620/3757] lr: 1.000e-03, eta: 4 days, 1:40:34, time: 1.912, data_time: 0.267, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8531, loss_cls: 1.4330, loss: 1.4330, grad_norm: 6.8131 2020-07-29 14:11:52,830 - mmaction - INFO - Epoch [53][640/3757] lr: 1.000e-03, eta: 4 days, 1:39:57, time: 2.048, data_time: 0.172, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8648, loss_cls: 1.3852, loss: 1.3852, grad_norm: 6.7403 2020-07-29 14:12:30,643 - mmaction - INFO - Epoch [53][660/3757] lr: 1.000e-03, eta: 4 days, 1:39:16, time: 1.882, data_time: 0.013, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8297, loss_cls: 1.5445, loss: 1.5445, grad_norm: 6.9018 2020-07-29 14:13:09,813 - mmaction - INFO - Epoch [53][680/3757] lr: 1.000e-03, eta: 4 days, 1:38:37, time: 1.969, data_time: 0.013, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8469, loss_cls: 1.4378, loss: 1.4378, grad_norm: 6.6762 2020-07-29 14:13:50,426 - mmaction - INFO - Epoch [53][700/3757] lr: 1.000e-03, eta: 4 days, 1:38:00, time: 2.030, data_time: 0.002, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8391, loss_cls: 1.5225, loss: 1.5225, grad_norm: 6.8381 2020-07-29 14:14:31,642 - mmaction - INFO - Epoch [53][720/3757] lr: 1.000e-03, eta: 4 days, 1:37:22, time: 2.055, data_time: 0.003, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8500, loss_cls: 1.4383, loss: 1.4383, grad_norm: 6.7323 2020-07-29 14:15:09,386 - mmaction - INFO - Epoch [53][740/3757] lr: 1.000e-03, eta: 4 days, 1:36:42, time: 1.893, data_time: 0.008, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8469, loss_cls: 1.4194, loss: 1.4194, grad_norm: 6.6561 2020-07-29 14:15:45,407 - mmaction - INFO - Epoch [53][760/3757] lr: 1.000e-03, eta: 4 days, 1:36:00, time: 1.802, data_time: 0.003, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8555, loss_cls: 1.4069, loss: 1.4069, grad_norm: 6.6925 2020-07-29 14:16:28,728 - mmaction - INFO - Epoch [53][780/3757] lr: 1.000e-03, eta: 4 days, 1:35:25, time: 2.159, data_time: 0.088, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8289, loss_cls: 1.5128, loss: 1.5128, grad_norm: 6.7855 2020-07-29 14:17:09,709 - mmaction - INFO - Epoch [53][800/3757] lr: 1.000e-03, eta: 4 days, 1:34:47, time: 2.056, data_time: 0.010, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8508, loss_cls: 1.4491, loss: 1.4491, grad_norm: 6.9196 2020-07-29 14:17:45,201 - mmaction - INFO - Epoch [53][820/3757] lr: 1.000e-03, eta: 4 days, 1:34:05, time: 1.770, data_time: 0.012, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8398, loss_cls: 1.5205, loss: 1.5205, grad_norm: 6.9022 2020-07-29 14:18:24,207 - mmaction - INFO - Epoch [53][840/3757] lr: 1.000e-03, eta: 4 days, 1:33:26, time: 1.952, data_time: 0.166, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8469, loss_cls: 1.4118, loss: 1.4118, grad_norm: 6.4616 2020-07-29 14:19:06,028 - mmaction - INFO - Epoch [53][860/3757] lr: 1.000e-03, eta: 4 days, 1:32:49, time: 2.093, data_time: 0.023, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8242, loss_cls: 1.5465, loss: 1.5465, grad_norm: 6.9618 2020-07-29 14:19:44,027 - mmaction - INFO - Epoch [53][880/3757] lr: 1.000e-03, eta: 4 days, 1:32:09, time: 1.899, data_time: 0.007, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8500, loss_cls: 1.4266, loss: 1.4266, grad_norm: 6.5672 2020-07-29 14:20:21,220 - mmaction - INFO - Epoch [53][900/3757] lr: 1.000e-03, eta: 4 days, 1:31:28, time: 1.854, data_time: 0.004, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8508, loss_cls: 1.4179, loss: 1.4179, grad_norm: 6.6155 2020-07-29 14:20:59,930 - mmaction - INFO - Epoch [53][920/3757] lr: 1.000e-03, eta: 4 days, 1:30:48, time: 1.942, data_time: 0.010, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8344, loss_cls: 1.5341, loss: 1.5341, grad_norm: 7.0312 2020-07-29 14:21:38,915 - mmaction - INFO - Epoch [53][940/3757] lr: 1.000e-03, eta: 4 days, 1:30:09, time: 1.946, data_time: 0.022, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8391, loss_cls: 1.5495, loss: 1.5495, grad_norm: 6.8102 2020-07-29 14:22:17,016 - mmaction - INFO - Epoch [53][960/3757] lr: 1.000e-03, eta: 4 days, 1:29:29, time: 1.905, data_time: 0.340, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8227, loss_cls: 1.5172, loss: 1.5172, grad_norm: 6.8887 2020-07-29 14:22:55,987 - mmaction - INFO - Epoch [53][980/3757] lr: 1.000e-03, eta: 4 days, 1:28:50, time: 1.951, data_time: 0.718, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8469, loss_cls: 1.4816, loss: 1.4816, grad_norm: 6.7656 2020-07-29 14:23:34,332 - mmaction - INFO - Epoch [53][1000/3757] lr: 1.000e-03, eta: 4 days, 1:28:10, time: 1.917, data_time: 0.174, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8445, loss_cls: 1.3961, loss: 1.3961, grad_norm: 6.3949 2020-07-29 14:24:15,559 - mmaction - INFO - Epoch [53][1020/3757] lr: 1.000e-03, eta: 4 days, 1:27:32, time: 2.055, data_time: 0.008, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8352, loss_cls: 1.4835, loss: 1.4835, grad_norm: 6.7292 2020-07-29 14:24:54,839 - mmaction - INFO - Epoch [53][1040/3757] lr: 1.000e-03, eta: 4 days, 1:26:54, time: 1.972, data_time: 0.011, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8438, loss_cls: 1.4612, loss: 1.4612, grad_norm: 6.5649 2020-07-29 14:25:33,201 - mmaction - INFO - Epoch [53][1060/3757] lr: 1.000e-03, eta: 4 days, 1:26:14, time: 1.914, data_time: 0.009, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8352, loss_cls: 1.4770, loss: 1.4770, grad_norm: 6.7579 2020-07-29 14:26:11,741 - mmaction - INFO - Epoch [53][1080/3757] lr: 1.000e-03, eta: 4 days, 1:25:34, time: 1.923, data_time: 0.009, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8375, loss_cls: 1.4588, loss: 1.4588, grad_norm: 6.6419 2020-07-29 14:26:51,119 - mmaction - INFO - Epoch [53][1100/3757] lr: 1.000e-03, eta: 4 days, 1:24:55, time: 1.975, data_time: 0.066, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8492, loss_cls: 1.4125, loss: 1.4125, grad_norm: 6.7991 2020-07-29 14:27:29,800 - mmaction - INFO - Epoch [53][1120/3757] lr: 1.000e-03, eta: 4 days, 1:24:16, time: 1.934, data_time: 0.182, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8336, loss_cls: 1.5077, loss: 1.5077, grad_norm: 6.8390 2020-07-29 14:28:11,627 - mmaction - INFO - Epoch [53][1140/3757] lr: 1.000e-03, eta: 4 days, 1:23:39, time: 2.092, data_time: 0.004, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8430, loss_cls: 1.5154, loss: 1.5154, grad_norm: 6.6040 2020-07-29 14:28:47,587 - mmaction - INFO - Epoch [53][1160/3757] lr: 1.000e-03, eta: 4 days, 1:22:57, time: 1.797, data_time: 0.007, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8539, loss_cls: 1.4808, loss: 1.4808, grad_norm: 6.8375 2020-07-29 14:29:23,740 - mmaction - INFO - Epoch [53][1180/3757] lr: 1.000e-03, eta: 4 days, 1:22:15, time: 1.802, data_time: 0.021, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8422, loss_cls: 1.4443, loss: 1.4443, grad_norm: 6.6294 2020-07-29 14:30:03,706 - mmaction - INFO - Epoch [53][1200/3757] lr: 1.000e-03, eta: 4 days, 1:21:37, time: 2.003, data_time: 0.010, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8445, loss_cls: 1.5199, loss: 1.5199, grad_norm: 6.8574 2020-07-29 14:30:42,859 - mmaction - INFO - Epoch [53][1220/3757] lr: 1.000e-03, eta: 4 days, 1:20:57, time: 1.953, data_time: 0.009, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8328, loss_cls: 1.5103, loss: 1.5103, grad_norm: 6.8064 2020-07-29 14:31:23,236 - mmaction - INFO - Epoch [53][1240/3757] lr: 1.000e-03, eta: 4 days, 1:20:20, time: 2.025, data_time: 0.010, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8453, loss_cls: 1.4866, loss: 1.4866, grad_norm: 6.7694 2020-07-29 14:32:04,907 - mmaction - INFO - Epoch [53][1260/3757] lr: 1.000e-03, eta: 4 days, 1:19:43, time: 2.079, data_time: 0.009, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8320, loss_cls: 1.5316, loss: 1.5316, grad_norm: 6.8771 2020-07-29 14:32:42,763 - mmaction - INFO - Epoch [53][1280/3757] lr: 1.000e-03, eta: 4 days, 1:19:02, time: 1.890, data_time: 0.009, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8469, loss_cls: 1.4856, loss: 1.4856, grad_norm: 6.6404 2020-07-29 14:33:20,029 - mmaction - INFO - Epoch [53][1300/3757] lr: 1.000e-03, eta: 4 days, 1:18:22, time: 1.870, data_time: 0.021, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8531, loss_cls: 1.4652, loss: 1.4652, grad_norm: 7.0331 2020-07-29 14:33:58,029 - mmaction - INFO - Epoch [53][1320/3757] lr: 1.000e-03, eta: 4 days, 1:17:41, time: 1.896, data_time: 0.468, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8656, loss_cls: 1.3795, loss: 1.3795, grad_norm: 6.6151 2020-07-29 14:34:40,033 - mmaction - INFO - Epoch [53][1340/3757] lr: 1.000e-03, eta: 4 days, 1:17:05, time: 2.106, data_time: 1.453, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8289, loss_cls: 1.5156, loss: 1.5156, grad_norm: 6.7176 2020-07-29 14:35:21,090 - mmaction - INFO - Epoch [53][1360/3757] lr: 1.000e-03, eta: 4 days, 1:16:28, time: 2.048, data_time: 1.449, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8375, loss_cls: 1.5269, loss: 1.5269, grad_norm: 6.9096 2020-07-29 14:36:00,395 - mmaction - INFO - Epoch [53][1380/3757] lr: 1.000e-03, eta: 4 days, 1:15:49, time: 1.969, data_time: 1.390, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8430, loss_cls: 1.4475, loss: 1.4475, grad_norm: 6.7359 2020-07-29 14:36:39,654 - mmaction - INFO - Epoch [53][1400/3757] lr: 1.000e-03, eta: 4 days, 1:15:10, time: 1.963, data_time: 1.377, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8523, loss_cls: 1.4848, loss: 1.4848, grad_norm: 6.8387 2020-07-29 14:37:15,463 - mmaction - INFO - Epoch [53][1420/3757] lr: 1.000e-03, eta: 4 days, 1:14:27, time: 1.790, data_time: 1.172, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8461, loss_cls: 1.4622, loss: 1.4622, grad_norm: 6.9692 2020-07-29 14:37:56,252 - mmaction - INFO - Epoch [53][1440/3757] lr: 1.000e-03, eta: 4 days, 1:13:50, time: 2.033, data_time: 0.982, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8383, loss_cls: 1.4538, loss: 1.4538, grad_norm: 6.7026 2020-07-29 14:38:33,707 - mmaction - INFO - Epoch [53][1460/3757] lr: 1.000e-03, eta: 4 days, 1:13:09, time: 1.879, data_time: 0.869, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8375, loss_cls: 1.5329, loss: 1.5329, grad_norm: 6.8048 2020-07-29 14:39:12,433 - mmaction - INFO - Epoch [53][1480/3757] lr: 1.000e-03, eta: 4 days, 1:12:30, time: 1.937, data_time: 0.707, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8406, loss_cls: 1.4717, loss: 1.4717, grad_norm: 6.6600 2020-07-29 14:39:53,025 - mmaction - INFO - Epoch [53][1500/3757] lr: 1.000e-03, eta: 4 days, 1:11:52, time: 2.030, data_time: 0.650, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8461, loss_cls: 1.5140, loss: 1.5140, grad_norm: 6.9325 2020-07-29 14:40:33,787 - mmaction - INFO - Epoch [53][1520/3757] lr: 1.000e-03, eta: 4 days, 1:11:14, time: 2.034, data_time: 1.175, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8477, loss_cls: 1.4467, loss: 1.4467, grad_norm: 6.7299 2020-07-29 14:41:13,025 - mmaction - INFO - Epoch [53][1540/3757] lr: 1.000e-03, eta: 4 days, 1:10:35, time: 1.963, data_time: 0.441, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8398, loss_cls: 1.4400, loss: 1.4400, grad_norm: 6.5256 2020-07-29 14:41:52,003 - mmaction - INFO - Epoch [53][1560/3757] lr: 1.000e-03, eta: 4 days, 1:09:56, time: 1.941, data_time: 0.296, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8688, loss_cls: 1.3534, loss: 1.3534, grad_norm: 6.5922 2020-07-29 14:42:28,179 - mmaction - INFO - Epoch [53][1580/3757] lr: 1.000e-03, eta: 4 days, 1:09:14, time: 1.812, data_time: 0.547, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8398, loss_cls: 1.4522, loss: 1.4522, grad_norm: 6.8165 2020-07-29 14:43:07,287 - mmaction - INFO - Epoch [53][1600/3757] lr: 1.000e-03, eta: 4 days, 1:08:35, time: 1.959, data_time: 0.010, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8469, loss_cls: 1.4507, loss: 1.4507, grad_norm: 6.7632 2020-07-29 14:43:46,017 - mmaction - INFO - Epoch [53][1620/3757] lr: 1.000e-03, eta: 4 days, 1:07:55, time: 1.938, data_time: 0.121, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8500, loss_cls: 1.4033, loss: 1.4033, grad_norm: 6.7110 2020-07-29 14:44:24,383 - mmaction - INFO - Epoch [53][1640/3757] lr: 1.000e-03, eta: 4 days, 1:07:15, time: 1.913, data_time: 0.160, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8180, loss_cls: 1.6342, loss: 1.6342, grad_norm: 7.1207 2020-07-29 14:45:01,362 - mmaction - INFO - Epoch [53][1660/3757] lr: 1.000e-03, eta: 4 days, 1:06:35, time: 1.855, data_time: 0.089, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8422, loss_cls: 1.4436, loss: 1.4436, grad_norm: 6.8055 2020-07-29 14:45:42,165 - mmaction - INFO - Epoch [53][1680/3757] lr: 1.000e-03, eta: 4 days, 1:05:57, time: 2.038, data_time: 0.735, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8633, loss_cls: 1.3619, loss: 1.3619, grad_norm: 6.6376 2020-07-29 14:46:23,321 - mmaction - INFO - Epoch [53][1700/3757] lr: 1.000e-03, eta: 4 days, 1:05:20, time: 2.060, data_time: 0.175, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8688, loss_cls: 1.3236, loss: 1.3236, grad_norm: 6.4844 2020-07-29 14:47:00,225 - mmaction - INFO - Epoch [53][1720/3757] lr: 1.000e-03, eta: 4 days, 1:04:38, time: 1.842, data_time: 0.008, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8328, loss_cls: 1.4833, loss: 1.4833, grad_norm: 6.9454 2020-07-29 14:47:39,153 - mmaction - INFO - Epoch [53][1740/3757] lr: 1.000e-03, eta: 4 days, 1:03:59, time: 1.951, data_time: 0.456, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8398, loss_cls: 1.4599, loss: 1.4599, grad_norm: 6.8004 2020-07-29 14:48:19,672 - mmaction - INFO - Epoch [53][1760/3757] lr: 1.000e-03, eta: 4 days, 1:03:21, time: 2.018, data_time: 1.320, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8422, loss_cls: 1.4618, loss: 1.4618, grad_norm: 6.5783 2020-07-29 14:48:57,387 - mmaction - INFO - Epoch [53][1780/3757] lr: 1.000e-03, eta: 4 days, 1:02:41, time: 1.893, data_time: 1.325, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8477, loss_cls: 1.5056, loss: 1.5056, grad_norm: 6.8058 2020-07-29 14:49:33,416 - mmaction - INFO - Epoch [53][1800/3757] lr: 1.000e-03, eta: 4 days, 1:01:59, time: 1.793, data_time: 1.013, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8383, loss_cls: 1.4684, loss: 1.4684, grad_norm: 6.7734 2020-07-29 14:50:15,764 - mmaction - INFO - Epoch [53][1820/3757] lr: 1.000e-03, eta: 4 days, 1:01:23, time: 2.120, data_time: 0.704, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8445, loss_cls: 1.4645, loss: 1.4645, grad_norm: 6.8312 2020-07-29 14:50:55,271 - mmaction - INFO - Epoch [53][1840/3757] lr: 1.000e-03, eta: 4 days, 1:00:44, time: 1.980, data_time: 0.844, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8578, loss_cls: 1.4150, loss: 1.4150, grad_norm: 6.6335 2020-07-29 14:51:35,037 - mmaction - INFO - Epoch [53][1860/3757] lr: 1.000e-03, eta: 4 days, 1:00:05, time: 1.985, data_time: 0.409, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8391, loss_cls: 1.4552, loss: 1.4552, grad_norm: 6.6063 2020-07-29 14:52:13,541 - mmaction - INFO - Epoch [53][1880/3757] lr: 1.000e-03, eta: 4 days, 0:59:26, time: 1.929, data_time: 0.123, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8430, loss_cls: 1.4891, loss: 1.4891, grad_norm: 6.7831 2020-07-29 14:52:54,592 - mmaction - INFO - Epoch [53][1900/3757] lr: 1.000e-03, eta: 4 days, 0:58:48, time: 2.047, data_time: 0.013, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8383, loss_cls: 1.5011, loss: 1.5011, grad_norm: 6.8449 2020-07-29 14:53:34,217 - mmaction - INFO - Epoch [53][1920/3757] lr: 1.000e-03, eta: 4 days, 0:58:10, time: 1.987, data_time: 0.010, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8398, loss_cls: 1.3969, loss: 1.3969, grad_norm: 6.5147 2020-07-29 14:54:10,185 - mmaction - INFO - Epoch [53][1940/3757] lr: 1.000e-03, eta: 4 days, 0:57:28, time: 1.798, data_time: 0.008, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8523, loss_cls: 1.4498, loss: 1.4498, grad_norm: 6.6900 2020-07-29 14:54:49,918 - mmaction - INFO - Epoch [53][1960/3757] lr: 1.000e-03, eta: 4 days, 0:56:49, time: 1.987, data_time: 0.029, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8555, loss_cls: 1.4238, loss: 1.4238, grad_norm: 6.7471 2020-07-29 14:55:30,356 - mmaction - INFO - Epoch [53][1980/3757] lr: 1.000e-03, eta: 4 days, 0:56:11, time: 2.013, data_time: 0.112, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8477, loss_cls: 1.4406, loss: 1.4406, grad_norm: 6.8158 2020-07-29 14:56:04,955 - mmaction - INFO - Epoch [53][2000/3757] lr: 1.000e-03, eta: 4 days, 0:55:28, time: 1.737, data_time: 0.152, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8367, loss_cls: 1.4364, loss: 1.4364, grad_norm: 6.6809 2020-07-29 14:56:47,050 - mmaction - INFO - Epoch [53][2020/3757] lr: 1.000e-03, eta: 4 days, 0:54:51, time: 2.104, data_time: 0.076, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8609, loss_cls: 1.4125, loss: 1.4125, grad_norm: 6.6626 2020-07-29 14:57:23,428 - mmaction - INFO - Epoch [53][2040/3757] lr: 1.000e-03, eta: 4 days, 0:54:10, time: 1.822, data_time: 0.048, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8359, loss_cls: 1.5036, loss: 1.5036, grad_norm: 6.8197 2020-07-29 14:58:04,257 - mmaction - INFO - Epoch [53][2060/3757] lr: 1.000e-03, eta: 4 days, 0:53:32, time: 2.032, data_time: 0.073, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8586, loss_cls: 1.4101, loss: 1.4101, grad_norm: 6.7881 2020-07-29 14:58:41,105 - mmaction - INFO - Epoch [53][2080/3757] lr: 1.000e-03, eta: 4 days, 0:52:51, time: 1.851, data_time: 0.012, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8180, loss_cls: 1.6116, loss: 1.6116, grad_norm: 7.1144 2020-07-29 14:59:19,647 - mmaction - INFO - Epoch [53][2100/3757] lr: 1.000e-03, eta: 4 days, 0:52:11, time: 1.923, data_time: 0.008, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8406, loss_cls: 1.4830, loss: 1.4830, grad_norm: 6.8162 2020-07-29 14:59:58,802 - mmaction - INFO - Epoch [53][2120/3757] lr: 1.000e-03, eta: 4 days, 0:51:32, time: 1.962, data_time: 0.010, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8438, loss_cls: 1.4516, loss: 1.4516, grad_norm: 6.5689 2020-07-29 15:00:37,860 - mmaction - INFO - Epoch [53][2140/3757] lr: 1.000e-03, eta: 4 days, 0:50:53, time: 1.937, data_time: 0.203, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8430, loss_cls: 1.4314, loss: 1.4314, grad_norm: 6.4926 2020-07-29 15:01:18,979 - mmaction - INFO - Epoch [53][2160/3757] lr: 1.000e-03, eta: 4 days, 0:50:16, time: 2.072, data_time: 0.041, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8375, loss_cls: 1.4902, loss: 1.4902, grad_norm: 6.9392 2020-07-29 15:02:02,745 - mmaction - INFO - Epoch [53][2180/3757] lr: 1.000e-03, eta: 4 days, 0:49:41, time: 2.187, data_time: 0.008, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8633, loss_cls: 1.4177, loss: 1.4177, grad_norm: 6.7840 2020-07-29 15:02:37,367 - mmaction - INFO - Epoch [53][2200/3757] lr: 1.000e-03, eta: 4 days, 0:48:57, time: 1.729, data_time: 0.005, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8383, loss_cls: 1.4933, loss: 1.4933, grad_norm: 6.9765 2020-07-29 15:03:12,642 - mmaction - INFO - Epoch [53][2220/3757] lr: 1.000e-03, eta: 4 days, 0:48:15, time: 1.768, data_time: 0.050, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8406, loss_cls: 1.5042, loss: 1.5042, grad_norm: 6.8716 2020-07-29 15:03:53,320 - mmaction - INFO - Epoch [53][2240/3757] lr: 1.000e-03, eta: 4 days, 0:47:37, time: 2.022, data_time: 0.557, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8352, loss_cls: 1.5397, loss: 1.5397, grad_norm: 6.8511 2020-07-29 15:04:32,757 - mmaction - INFO - Epoch [53][2260/3757] lr: 1.000e-03, eta: 4 days, 0:46:58, time: 1.976, data_time: 0.132, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8406, loss_cls: 1.4912, loss: 1.4912, grad_norm: 6.7875 2020-07-29 15:05:12,937 - mmaction - INFO - Epoch [53][2280/3757] lr: 1.000e-03, eta: 4 days, 0:46:20, time: 2.008, data_time: 0.294, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8281, loss_cls: 1.5381, loss: 1.5381, grad_norm: 6.7538 2020-07-29 15:05:48,397 - mmaction - INFO - Epoch [53][2300/3757] lr: 1.000e-03, eta: 4 days, 0:45:38, time: 1.778, data_time: 0.254, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8500, loss_cls: 1.4108, loss: 1.4108, grad_norm: 6.7878 2020-07-29 15:06:27,615 - mmaction - INFO - Epoch [53][2320/3757] lr: 1.000e-03, eta: 4 days, 0:44:58, time: 1.956, data_time: 0.924, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8336, loss_cls: 1.5288, loss: 1.5288, grad_norm: 6.9513 2020-07-29 15:07:04,290 - mmaction - INFO - Epoch [53][2340/3757] lr: 1.000e-03, eta: 4 days, 0:44:17, time: 1.840, data_time: 0.836, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8438, loss_cls: 1.5260, loss: 1.5260, grad_norm: 6.9476 2020-07-29 15:07:45,420 - mmaction - INFO - Epoch [53][2360/3757] lr: 1.000e-03, eta: 4 days, 0:43:40, time: 2.049, data_time: 0.873, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8406, loss_cls: 1.4708, loss: 1.4708, grad_norm: 6.9882 2020-07-29 15:08:24,971 - mmaction - INFO - Epoch [53][2380/3757] lr: 1.000e-03, eta: 4 days, 0:43:01, time: 1.983, data_time: 0.622, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8422, loss_cls: 1.5099, loss: 1.5099, grad_norm: 7.0377 2020-07-29 15:09:05,617 - mmaction - INFO - Epoch [53][2400/3757] lr: 1.000e-03, eta: 4 days, 0:42:23, time: 2.035, data_time: 0.409, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8414, loss_cls: 1.4997, loss: 1.4997, grad_norm: 6.7901 2020-07-29 15:09:42,176 - mmaction - INFO - Epoch [53][2420/3757] lr: 1.000e-03, eta: 4 days, 0:41:42, time: 1.828, data_time: 0.343, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8383, loss_cls: 1.4730, loss: 1.4730, grad_norm: 6.8165 2020-07-29 15:10:20,947 - mmaction - INFO - Epoch [53][2440/3757] lr: 1.000e-03, eta: 4 days, 0:41:02, time: 1.937, data_time: 0.207, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8266, loss_cls: 1.5633, loss: 1.5633, grad_norm: 6.8897 2020-07-29 15:11:03,875 - mmaction - INFO - Epoch [53][2460/3757] lr: 1.000e-03, eta: 4 days, 0:40:27, time: 2.146, data_time: 0.091, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8547, loss_cls: 1.3211, loss: 1.3211, grad_norm: 6.6065 2020-07-29 15:11:38,381 - mmaction - INFO - Epoch [53][2480/3757] lr: 1.000e-03, eta: 4 days, 0:39:43, time: 1.725, data_time: 0.010, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8367, loss_cls: 1.4902, loss: 1.4902, grad_norm: 6.9210 2020-07-29 15:12:13,144 - mmaction - INFO - Epoch [53][2500/3757] lr: 1.000e-03, eta: 4 days, 0:39:00, time: 1.738, data_time: 0.043, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8531, loss_cls: 1.4711, loss: 1.4711, grad_norm: 6.8127 2020-07-29 15:12:56,189 - mmaction - INFO - Epoch [53][2520/3757] lr: 1.000e-03, eta: 4 days, 0:38:25, time: 2.151, data_time: 0.651, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8328, loss_cls: 1.5048, loss: 1.5048, grad_norm: 6.8722 2020-07-29 15:13:32,010 - mmaction - INFO - Epoch [53][2540/3757] lr: 1.000e-03, eta: 4 days, 0:37:43, time: 1.794, data_time: 1.002, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8500, loss_cls: 1.4407, loss: 1.4407, grad_norm: 6.7956 2020-07-29 15:14:15,093 - mmaction - INFO - Epoch [53][2560/3757] lr: 1.000e-03, eta: 4 days, 0:37:07, time: 2.150, data_time: 1.166, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8484, loss_cls: 1.4583, loss: 1.4583, grad_norm: 6.8457 2020-07-29 15:14:50,718 - mmaction - INFO - Epoch [53][2580/3757] lr: 1.000e-03, eta: 4 days, 0:36:25, time: 1.787, data_time: 0.435, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8633, loss_cls: 1.3577, loss: 1.3577, grad_norm: 6.5662 2020-07-29 15:15:34,600 - mmaction - INFO - Epoch [53][2600/3757] lr: 1.000e-03, eta: 4 days, 0:35:50, time: 2.191, data_time: 1.348, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8469, loss_cls: 1.4048, loss: 1.4048, grad_norm: 6.6230 2020-07-29 15:16:11,524 - mmaction - INFO - Epoch [53][2620/3757] lr: 1.000e-03, eta: 4 days, 0:35:09, time: 1.849, data_time: 0.578, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8516, loss_cls: 1.4760, loss: 1.4760, grad_norm: 6.8665 2020-07-29 15:16:51,016 - mmaction - INFO - Epoch [53][2640/3757] lr: 1.000e-03, eta: 4 days, 0:34:30, time: 1.972, data_time: 0.023, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8352, loss_cls: 1.5406, loss: 1.5406, grad_norm: 6.9459 2020-07-29 15:17:30,531 - mmaction - INFO - Epoch [53][2660/3757] lr: 1.000e-03, eta: 4 days, 0:33:51, time: 1.979, data_time: 0.005, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8391, loss_cls: 1.4838, loss: 1.4838, grad_norm: 6.7793 2020-07-29 15:18:10,411 - mmaction - INFO - Epoch [53][2680/3757] lr: 1.000e-03, eta: 4 days, 0:33:13, time: 1.987, data_time: 0.007, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8422, loss_cls: 1.4505, loss: 1.4505, grad_norm: 6.6634 2020-07-29 15:18:47,714 - mmaction - INFO - Epoch [53][2700/3757] lr: 1.000e-03, eta: 4 days, 0:32:32, time: 1.872, data_time: 0.009, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8406, loss_cls: 1.4913, loss: 1.4913, grad_norm: 6.7270 2020-07-29 15:19:25,406 - mmaction - INFO - Epoch [53][2720/3757] lr: 1.000e-03, eta: 4 days, 0:31:52, time: 1.881, data_time: 0.096, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8359, loss_cls: 1.5112, loss: 1.5112, grad_norm: 7.0944 2020-07-29 15:20:04,814 - mmaction - INFO - Epoch [53][2740/3757] lr: 1.000e-03, eta: 4 days, 0:31:13, time: 1.974, data_time: 0.510, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8187, loss_cls: 1.5229, loss: 1.5229, grad_norm: 6.9664 2020-07-29 15:20:46,484 - mmaction - INFO - Epoch [53][2760/3757] lr: 1.000e-03, eta: 4 days, 0:30:36, time: 2.080, data_time: 0.320, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8406, loss_cls: 1.4357, loss: 1.4357, grad_norm: 6.6759 2020-07-29 15:21:26,232 - mmaction - INFO - Epoch [53][2780/3757] lr: 1.000e-03, eta: 4 days, 0:29:57, time: 1.989, data_time: 0.937, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8445, loss_cls: 1.5005, loss: 1.5005, grad_norm: 7.0440 2020-07-29 15:22:02,798 - mmaction - INFO - Epoch [53][2800/3757] lr: 1.000e-03, eta: 4 days, 0:29:16, time: 1.825, data_time: 0.893, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8414, loss_cls: 1.4698, loss: 1.4698, grad_norm: 6.9124 2020-07-29 15:22:42,289 - mmaction - INFO - Epoch [53][2820/3757] lr: 1.000e-03, eta: 4 days, 0:28:37, time: 1.974, data_time: 0.243, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8625, loss_cls: 1.3821, loss: 1.3821, grad_norm: 6.7613 2020-07-29 15:23:20,543 - mmaction - INFO - Epoch [53][2840/3757] lr: 1.000e-03, eta: 4 days, 0:27:57, time: 1.919, data_time: 0.010, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8328, loss_cls: 1.5190, loss: 1.5190, grad_norm: 7.0436 2020-07-29 15:24:00,186 - mmaction - INFO - Epoch [53][2860/3757] lr: 1.000e-03, eta: 4 days, 0:27:18, time: 1.982, data_time: 0.154, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8430, loss_cls: 1.5061, loss: 1.5061, grad_norm: 6.9492 2020-07-29 15:24:37,499 - mmaction - INFO - Epoch [53][2880/3757] lr: 1.000e-03, eta: 4 days, 0:26:38, time: 1.862, data_time: 0.035, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8531, loss_cls: 1.4408, loss: 1.4408, grad_norm: 6.8798 2020-07-29 15:25:19,043 - mmaction - INFO - Epoch [53][2900/3757] lr: 1.000e-03, eta: 4 days, 0:26:01, time: 2.077, data_time: 0.027, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8313, loss_cls: 1.5004, loss: 1.5004, grad_norm: 6.9384 2020-07-29 15:25:55,531 - mmaction - INFO - Epoch [53][2920/3757] lr: 1.000e-03, eta: 4 days, 0:25:19, time: 1.828, data_time: 0.009, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8367, loss_cls: 1.4581, loss: 1.4581, grad_norm: 6.6443 2020-07-29 15:26:34,890 - mmaction - INFO - Epoch [53][2940/3757] lr: 1.000e-03, eta: 4 days, 0:24:40, time: 1.968, data_time: 0.008, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8547, loss_cls: 1.4041, loss: 1.4041, grad_norm: 6.6389 2020-07-29 15:27:14,488 - mmaction - INFO - Epoch [53][2960/3757] lr: 1.000e-03, eta: 4 days, 0:24:01, time: 1.972, data_time: 0.007, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8414, loss_cls: 1.4660, loss: 1.4660, grad_norm: 6.7645 2020-07-29 15:27:52,962 - mmaction - INFO - Epoch [53][2980/3757] lr: 1.000e-03, eta: 4 days, 0:23:22, time: 1.930, data_time: 0.051, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8422, loss_cls: 1.4759, loss: 1.4759, grad_norm: 6.7982 2020-07-29 15:28:35,729 - mmaction - INFO - Epoch [53][3000/3757] lr: 1.000e-03, eta: 4 days, 0:22:46, time: 2.136, data_time: 0.532, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8586, loss_cls: 1.3897, loss: 1.3897, grad_norm: 6.8597 2020-07-29 15:29:15,521 - mmaction - INFO - Epoch [53][3020/3757] lr: 1.000e-03, eta: 4 days, 0:22:07, time: 1.990, data_time: 0.052, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8500, loss_cls: 1.4032, loss: 1.4032, grad_norm: 6.6604 2020-07-29 15:29:53,049 - mmaction - INFO - Epoch [53][3040/3757] lr: 1.000e-03, eta: 4 days, 0:21:27, time: 1.880, data_time: 0.010, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8430, loss_cls: 1.5248, loss: 1.5248, grad_norm: 6.9338 2020-07-29 15:30:35,024 - mmaction - INFO - Epoch [53][3060/3757] lr: 1.000e-03, eta: 4 days, 0:20:50, time: 2.093, data_time: 0.041, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8383, loss_cls: 1.4640, loss: 1.4640, grad_norm: 6.9233 2020-07-29 15:31:14,895 - mmaction - INFO - Epoch [53][3080/3757] lr: 1.000e-03, eta: 4 days, 0:20:12, time: 1.995, data_time: 0.010, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8438, loss_cls: 1.4487, loss: 1.4487, grad_norm: 6.6841 2020-07-29 15:31:54,059 - mmaction - INFO - Epoch [53][3100/3757] lr: 1.000e-03, eta: 4 days, 0:19:33, time: 1.956, data_time: 0.006, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8500, loss_cls: 1.4611, loss: 1.4611, grad_norm: 7.0661 2020-07-29 15:32:30,236 - mmaction - INFO - Epoch [53][3120/3757] lr: 1.000e-03, eta: 4 days, 0:18:51, time: 1.809, data_time: 0.009, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8547, loss_cls: 1.4620, loss: 1.4620, grad_norm: 6.9622 2020-07-29 15:33:11,635 - mmaction - INFO - Epoch [53][3140/3757] lr: 1.000e-03, eta: 4 days, 0:18:14, time: 2.070, data_time: 0.009, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8383, loss_cls: 1.4801, loss: 1.4801, grad_norm: 6.9269 2020-07-29 15:33:50,616 - mmaction - INFO - Epoch [53][3160/3757] lr: 1.000e-03, eta: 4 days, 0:17:35, time: 1.952, data_time: 0.009, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8406, loss_cls: 1.4347, loss: 1.4347, grad_norm: 6.7607 2020-07-29 15:34:23,729 - mmaction - INFO - Epoch [53][3180/3757] lr: 1.000e-03, eta: 4 days, 0:16:50, time: 1.653, data_time: 0.121, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8508, loss_cls: 1.4071, loss: 1.4071, grad_norm: 6.8163 2020-07-29 15:35:02,846 - mmaction - INFO - Epoch [53][3200/3757] lr: 1.000e-03, eta: 4 days, 0:16:11, time: 1.962, data_time: 0.123, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8258, loss_cls: 1.5844, loss: 1.5844, grad_norm: 7.0851 2020-07-29 15:35:41,617 - mmaction - INFO - Epoch [53][3220/3757] lr: 1.000e-03, eta: 4 days, 0:15:31, time: 1.939, data_time: 0.003, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8508, loss_cls: 1.4773, loss: 1.4773, grad_norm: 6.8937 2020-07-29 15:36:21,420 - mmaction - INFO - Epoch [53][3240/3757] lr: 1.000e-03, eta: 4 days, 0:14:53, time: 1.987, data_time: 0.019, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8375, loss_cls: 1.4533, loss: 1.4533, grad_norm: 6.6692 2020-07-29 15:37:00,395 - mmaction - INFO - Epoch [53][3260/3757] lr: 1.000e-03, eta: 4 days, 0:14:14, time: 1.945, data_time: 0.031, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8305, loss_cls: 1.5399, loss: 1.5399, grad_norm: 6.9192 2020-07-29 15:37:40,651 - mmaction - INFO - Epoch [53][3280/3757] lr: 1.000e-03, eta: 4 days, 0:13:36, time: 2.018, data_time: 0.180, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8266, loss_cls: 1.5321, loss: 1.5321, grad_norm: 6.8416 2020-07-29 15:38:20,216 - mmaction - INFO - Epoch [53][3300/3757] lr: 1.000e-03, eta: 4 days, 0:12:57, time: 1.972, data_time: 0.009, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8359, loss_cls: 1.4689, loss: 1.4689, grad_norm: 6.8008 2020-07-29 15:38:58,023 - mmaction - INFO - Epoch [53][3320/3757] lr: 1.000e-03, eta: 4 days, 0:12:16, time: 1.894, data_time: 0.010, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8375, loss_cls: 1.4752, loss: 1.4752, grad_norm: 6.8832 2020-07-29 15:39:38,067 - mmaction - INFO - Epoch [53][3340/3757] lr: 1.000e-03, eta: 4 days, 0:11:38, time: 2.002, data_time: 0.011, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8305, loss_cls: 1.5729, loss: 1.5729, grad_norm: 6.9529 2020-07-29 15:40:15,664 - mmaction - INFO - Epoch [53][3360/3757] lr: 1.000e-03, eta: 4 days, 0:10:58, time: 1.876, data_time: 0.054, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8305, loss_cls: 1.5409, loss: 1.5409, grad_norm: 6.8454 2020-07-29 15:40:57,352 - mmaction - INFO - Epoch [53][3380/3757] lr: 1.000e-03, eta: 4 days, 0:10:21, time: 2.092, data_time: 0.361, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8477, loss_cls: 1.4752, loss: 1.4752, grad_norm: 6.7582 2020-07-29 15:41:36,406 - mmaction - INFO - Epoch [53][3400/3757] lr: 1.000e-03, eta: 4 days, 0:09:42, time: 1.951, data_time: 0.744, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8227, loss_cls: 1.5702, loss: 1.5702, grad_norm: 6.7782 2020-07-29 15:42:13,243 - mmaction - INFO - Epoch [53][3420/3757] lr: 1.000e-03, eta: 4 days, 0:09:00, time: 1.837, data_time: 0.505, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8547, loss_cls: 1.3892, loss: 1.3892, grad_norm: 6.7846 2020-07-29 15:42:55,451 - mmaction - INFO - Epoch [53][3440/3757] lr: 1.000e-03, eta: 4 days, 0:08:24, time: 2.112, data_time: 0.617, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8562, loss_cls: 1.4244, loss: 1.4244, grad_norm: 6.7886 2020-07-29 15:43:30,263 - mmaction - INFO - Epoch [53][3460/3757] lr: 1.000e-03, eta: 4 days, 0:07:41, time: 1.743, data_time: 0.242, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8602, loss_cls: 1.3979, loss: 1.3979, grad_norm: 6.8286 2020-07-29 15:44:10,870 - mmaction - INFO - Epoch [53][3480/3757] lr: 1.000e-03, eta: 4 days, 0:07:03, time: 2.032, data_time: 0.048, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8602, loss_cls: 1.3562, loss: 1.3562, grad_norm: 6.7195 2020-07-29 15:44:50,748 - mmaction - INFO - Epoch [53][3500/3757] lr: 1.000e-03, eta: 4 days, 0:06:25, time: 1.993, data_time: 0.442, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8422, loss_cls: 1.4802, loss: 1.4802, grad_norm: 6.9651 2020-07-29 15:45:27,440 - mmaction - INFO - Epoch [53][3520/3757] lr: 1.000e-03, eta: 4 days, 0:05:43, time: 1.834, data_time: 0.738, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8398, loss_cls: 1.4617, loss: 1.4617, grad_norm: 6.8324 2020-07-29 15:46:08,209 - mmaction - INFO - Epoch [53][3540/3757] lr: 1.000e-03, eta: 4 days, 0:05:06, time: 2.039, data_time: 0.259, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8492, loss_cls: 1.4559, loss: 1.4559, grad_norm: 6.8234 2020-07-29 15:46:49,329 - mmaction - INFO - Epoch [53][3560/3757] lr: 1.000e-03, eta: 4 days, 0:04:28, time: 2.051, data_time: 0.013, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8438, loss_cls: 1.4860, loss: 1.4860, grad_norm: 7.0404 2020-07-29 15:47:27,581 - mmaction - INFO - Epoch [53][3580/3757] lr: 1.000e-03, eta: 4 days, 0:03:49, time: 1.918, data_time: 0.132, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8391, loss_cls: 1.4538, loss: 1.4538, grad_norm: 6.9089 2020-07-29 15:48:07,005 - mmaction - INFO - Epoch [53][3600/3757] lr: 1.000e-03, eta: 4 days, 0:03:10, time: 1.968, data_time: 0.300, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8430, loss_cls: 1.4896, loss: 1.4896, grad_norm: 6.8852 2020-07-29 15:48:44,505 - mmaction - INFO - Epoch [53][3620/3757] lr: 1.000e-03, eta: 4 days, 0:02:29, time: 1.872, data_time: 0.054, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8617, loss_cls: 1.4081, loss: 1.4081, grad_norm: 6.7981 2020-07-29 15:49:24,825 - mmaction - INFO - Epoch [53][3640/3757] lr: 1.000e-03, eta: 4 days, 0:01:51, time: 2.023, data_time: 0.018, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8383, loss_cls: 1.4927, loss: 1.4927, grad_norm: 6.8073 2020-07-29 15:50:01,385 - mmaction - INFO - Epoch [53][3660/3757] lr: 1.000e-03, eta: 4 days, 0:01:10, time: 1.827, data_time: 0.125, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8539, loss_cls: 1.4791, loss: 1.4791, grad_norm: 6.8575 2020-07-29 15:50:42,051 - mmaction - INFO - Epoch [53][3680/3757] lr: 1.000e-03, eta: 4 days, 0:00:32, time: 2.033, data_time: 0.010, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8328, loss_cls: 1.5472, loss: 1.5472, grad_norm: 7.1242 2020-07-29 15:51:19,403 - mmaction - INFO - Epoch [53][3700/3757] lr: 1.000e-03, eta: 3 days, 23:59:51, time: 1.862, data_time: 0.017, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8484, loss_cls: 1.5010, loss: 1.5010, grad_norm: 6.9160 2020-07-29 15:51:58,279 - mmaction - INFO - Epoch [53][3720/3757] lr: 1.000e-03, eta: 3 days, 23:59:12, time: 1.951, data_time: 0.011, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8430, loss_cls: 1.4441, loss: 1.4441, grad_norm: 6.7561 2020-07-29 15:52:38,722 - mmaction - INFO - Epoch [53][3740/3757] lr: 1.000e-03, eta: 3 days, 23:58:34, time: 2.021, data_time: 0.008, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8258, loss_cls: 1.5820, loss: 1.5820, grad_norm: 7.1692 2020-07-29 15:53:06,222 - mmaction - INFO - Saving checkpoint at 53 epochs 2020-07-29 15:54:03,870 - mmaction - INFO - Epoch [54][20/3757] lr: 1.000e-03, eta: 3 days, 23:57:08, time: 2.840, data_time: 2.106, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8414, loss_cls: 1.4533, loss: 1.4533, grad_norm: 6.8788 2020-07-29 15:54:45,165 - mmaction - INFO - Epoch [54][40/3757] lr: 1.000e-03, eta: 3 days, 23:56:30, time: 2.067, data_time: 1.376, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8281, loss_cls: 1.5559, loss: 1.5559, grad_norm: 7.0284 2020-07-29 15:55:28,347 - mmaction - INFO - Epoch [54][60/3757] lr: 1.000e-03, eta: 3 days, 23:55:55, time: 2.153, data_time: 0.045, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8445, loss_cls: 1.4798, loss: 1.4798, grad_norm: 6.6999 2020-07-29 15:56:07,728 - mmaction - INFO - Epoch [54][80/3757] lr: 1.000e-03, eta: 3 days, 23:55:16, time: 1.973, data_time: 0.055, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8547, loss_cls: 1.4373, loss: 1.4373, grad_norm: 6.8326 2020-07-29 15:56:46,050 - mmaction - INFO - Epoch [54][100/3757] lr: 1.000e-03, eta: 3 days, 23:54:36, time: 1.916, data_time: 0.261, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8680, loss_cls: 1.3689, loss: 1.3689, grad_norm: 6.7237 2020-07-29 15:57:24,577 - mmaction - INFO - Epoch [54][120/3757] lr: 1.000e-03, eta: 3 days, 23:53:56, time: 1.922, data_time: 0.704, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8305, loss_cls: 1.5011, loss: 1.5011, grad_norm: 6.8471 2020-07-29 15:58:02,224 - mmaction - INFO - Epoch [54][140/3757] lr: 1.000e-03, eta: 3 days, 23:53:16, time: 1.889, data_time: 1.212, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8445, loss_cls: 1.5173, loss: 1.5173, grad_norm: 7.0305 2020-07-29 15:58:42,667 - mmaction - INFO - Epoch [54][160/3757] lr: 1.000e-03, eta: 3 days, 23:52:38, time: 2.015, data_time: 1.303, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8406, loss_cls: 1.5066, loss: 1.5066, grad_norm: 6.9303 2020-07-29 15:59:21,470 - mmaction - INFO - Epoch [54][180/3757] lr: 1.000e-03, eta: 3 days, 23:51:59, time: 1.946, data_time: 1.380, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8328, loss_cls: 1.5093, loss: 1.5093, grad_norm: 6.9982 2020-07-29 15:59:59,443 - mmaction - INFO - Epoch [54][200/3757] lr: 1.000e-03, eta: 3 days, 23:51:18, time: 1.894, data_time: 1.317, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8453, loss_cls: 1.4354, loss: 1.4354, grad_norm: 7.1316 2020-07-29 16:00:41,919 - mmaction - INFO - Epoch [54][220/3757] lr: 1.000e-03, eta: 3 days, 23:50:41, time: 2.078, data_time: 0.925, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8578, loss_cls: 1.4117, loss: 1.4117, grad_norm: 6.7652 2020-07-29 16:01:21,197 - mmaction - INFO - Epoch [54][240/3757] lr: 1.000e-03, eta: 3 days, 23:50:03, time: 2.006, data_time: 0.081, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8750, loss_cls: 1.2914, loss: 1.2914, grad_norm: 6.5987 2020-07-29 16:01:59,806 - mmaction - INFO - Epoch [54][260/3757] lr: 1.000e-03, eta: 3 days, 23:49:24, time: 1.937, data_time: 0.013, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8547, loss_cls: 1.4034, loss: 1.4034, grad_norm: 6.8702 2020-07-29 16:02:38,129 - mmaction - INFO - Epoch [54][280/3757] lr: 1.000e-03, eta: 3 days, 23:48:44, time: 1.918, data_time: 0.009, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8461, loss_cls: 1.4473, loss: 1.4473, grad_norm: 6.9046 2020-07-29 16:03:15,112 - mmaction - INFO - Epoch [54][300/3757] lr: 1.000e-03, eta: 3 days, 23:48:03, time: 1.843, data_time: 0.002, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8305, loss_cls: 1.5248, loss: 1.5248, grad_norm: 6.7937 2020-07-29 16:03:56,388 - mmaction - INFO - Epoch [54][320/3757] lr: 1.000e-03, eta: 3 days, 23:47:26, time: 2.070, data_time: 0.010, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8445, loss_cls: 1.4996, loss: 1.4996, grad_norm: 7.3068 2020-07-29 16:04:36,771 - mmaction - INFO - Epoch [54][340/3757] lr: 1.000e-03, eta: 3 days, 23:46:47, time: 2.013, data_time: 0.008, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8508, loss_cls: 1.4389, loss: 1.4389, grad_norm: 6.8581 2020-07-29 16:05:15,160 - mmaction - INFO - Epoch [54][360/3757] lr: 1.000e-03, eta: 3 days, 23:46:08, time: 1.919, data_time: 0.011, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8359, loss_cls: 1.4680, loss: 1.4680, grad_norm: 6.9154 2020-07-29 16:05:56,018 - mmaction - INFO - Epoch [54][380/3757] lr: 1.000e-03, eta: 3 days, 23:45:30, time: 2.049, data_time: 0.010, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8398, loss_cls: 1.4353, loss: 1.4353, grad_norm: 6.4989 2020-07-29 16:06:31,069 - mmaction - INFO - Epoch [54][400/3757] lr: 1.000e-03, eta: 3 days, 23:44:47, time: 1.754, data_time: 0.015, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8297, loss_cls: 1.5086, loss: 1.5086, grad_norm: 6.9836 2020-07-29 16:07:13,264 - mmaction - INFO - Epoch [54][420/3757] lr: 1.000e-03, eta: 3 days, 23:44:11, time: 2.108, data_time: 0.238, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8258, loss_cls: 1.5367, loss: 1.5367, grad_norm: 6.9704 2020-07-29 16:07:50,621 - mmaction - INFO - Epoch [54][440/3757] lr: 1.000e-03, eta: 3 days, 23:43:30, time: 1.861, data_time: 1.062, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8492, loss_cls: 1.4417, loss: 1.4417, grad_norm: 6.7811 2020-07-29 16:08:31,160 - mmaction - INFO - Epoch [54][460/3757] lr: 1.000e-03, eta: 3 days, 23:42:52, time: 2.035, data_time: 0.738, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8367, loss_cls: 1.4526, loss: 1.4526, grad_norm: 6.8619 2020-07-29 16:09:11,200 - mmaction - INFO - Epoch [54][480/3757] lr: 1.000e-03, eta: 3 days, 23:42:14, time: 1.998, data_time: 0.292, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8289, loss_cls: 1.5287, loss: 1.5287, grad_norm: 6.6530 2020-07-29 16:09:54,739 - mmaction - INFO - Epoch [54][500/3757] lr: 1.000e-03, eta: 3 days, 23:41:39, time: 2.180, data_time: 1.396, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8516, loss_cls: 1.4442, loss: 1.4442, grad_norm: 6.7974 2020-07-29 16:10:29,569 - mmaction - INFO - Epoch [54][520/3757] lr: 1.000e-03, eta: 3 days, 23:40:56, time: 1.741, data_time: 0.912, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8438, loss_cls: 1.4492, loss: 1.4492, grad_norm: 6.8487 2020-07-29 16:11:07,832 - mmaction - INFO - Epoch [54][540/3757] lr: 1.000e-03, eta: 3 days, 23:40:16, time: 1.911, data_time: 1.205, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8500, loss_cls: 1.4350, loss: 1.4350, grad_norm: 6.9152 2020-07-29 16:11:44,612 - mmaction - INFO - Epoch [54][560/3757] lr: 1.000e-03, eta: 3 days, 23:39:35, time: 1.842, data_time: 0.683, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8500, loss_cls: 1.4257, loss: 1.4257, grad_norm: 6.7750 2020-07-29 16:12:26,651 - mmaction - INFO - Epoch [54][580/3757] lr: 1.000e-03, eta: 3 days, 23:38:58, time: 2.094, data_time: 0.527, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8297, loss_cls: 1.5073, loss: 1.5073, grad_norm: 6.7675 2020-07-29 16:13:04,258 - mmaction - INFO - Epoch [54][600/3757] lr: 1.000e-03, eta: 3 days, 23:38:18, time: 1.882, data_time: 0.080, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8508, loss_cls: 1.4313, loss: 1.4313, grad_norm: 6.9900 2020-07-29 16:13:44,036 - mmaction - INFO - Epoch [54][620/3757] lr: 1.000e-03, eta: 3 days, 23:37:39, time: 1.992, data_time: 0.350, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8445, loss_cls: 1.4558, loss: 1.4558, grad_norm: 6.7897 2020-07-29 16:14:22,700 - mmaction - INFO - Epoch [54][640/3757] lr: 1.000e-03, eta: 3 days, 23:37:00, time: 1.932, data_time: 0.585, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8469, loss_cls: 1.4819, loss: 1.4819, grad_norm: 6.7289 2020-07-29 16:15:02,819 - mmaction - INFO - Epoch [54][660/3757] lr: 1.000e-03, eta: 3 days, 23:36:21, time: 2.010, data_time: 0.064, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8352, loss_cls: 1.5082, loss: 1.5082, grad_norm: 6.9086 2020-07-29 16:15:40,631 - mmaction - INFO - Epoch [54][680/3757] lr: 1.000e-03, eta: 3 days, 23:35:41, time: 1.892, data_time: 0.003, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8461, loss_cls: 1.4847, loss: 1.4847, grad_norm: 6.9695 2020-07-29 16:16:18,135 - mmaction - INFO - Epoch [54][700/3757] lr: 1.000e-03, eta: 3 days, 23:35:01, time: 1.870, data_time: 0.008, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8516, loss_cls: 1.3930, loss: 1.3930, grad_norm: 6.6238 2020-07-29 16:17:00,550 - mmaction - INFO - Epoch [54][720/3757] lr: 1.000e-03, eta: 3 days, 23:34:24, time: 2.124, data_time: 0.061, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8398, loss_cls: 1.4991, loss: 1.4991, grad_norm: 6.8481 2020-07-29 16:17:36,838 - mmaction - INFO - Epoch [54][740/3757] lr: 1.000e-03, eta: 3 days, 23:33:43, time: 1.806, data_time: 0.008, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8367, loss_cls: 1.4849, loss: 1.4849, grad_norm: 6.9060 2020-07-29 16:18:15,767 - mmaction - INFO - Epoch [54][760/3757] lr: 1.000e-03, eta: 3 days, 23:33:03, time: 1.953, data_time: 0.012, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8422, loss_cls: 1.5054, loss: 1.5054, grad_norm: 6.9448 2020-07-29 16:18:59,224 - mmaction - INFO - Epoch [54][780/3757] lr: 1.000e-03, eta: 3 days, 23:32:28, time: 2.175, data_time: 0.016, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8406, loss_cls: 1.4382, loss: 1.4382, grad_norm: 6.7754 2020-07-29 16:19:38,132 - mmaction - INFO - Epoch [54][800/3757] lr: 1.000e-03, eta: 3 days, 23:31:49, time: 1.938, data_time: 0.020, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8656, loss_cls: 1.3392, loss: 1.3392, grad_norm: 6.5924 2020-07-29 16:20:17,038 - mmaction - INFO - Epoch [54][820/3757] lr: 1.000e-03, eta: 3 days, 23:31:09, time: 1.945, data_time: 0.011, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8641, loss_cls: 1.3542, loss: 1.3542, grad_norm: 6.4472 2020-07-29 16:20:52,630 - mmaction - INFO - Epoch [54][840/3757] lr: 1.000e-03, eta: 3 days, 23:30:27, time: 1.787, data_time: 0.012, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8453, loss_cls: 1.4308, loss: 1.4308, grad_norm: 6.8139 2020-07-29 16:21:34,961 - mmaction - INFO - Epoch [54][860/3757] lr: 1.000e-03, eta: 3 days, 23:29:51, time: 2.112, data_time: 0.008, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8641, loss_cls: 1.3507, loss: 1.3507, grad_norm: 6.8203 2020-07-29 16:22:14,424 - mmaction - INFO - Epoch [54][880/3757] lr: 1.000e-03, eta: 3 days, 23:29:12, time: 1.973, data_time: 0.011, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8422, loss_cls: 1.4087, loss: 1.4087, grad_norm: 6.7034 2020-07-29 16:22:54,731 - mmaction - INFO - Epoch [54][900/3757] lr: 1.000e-03, eta: 3 days, 23:28:34, time: 2.014, data_time: 0.009, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8383, loss_cls: 1.4817, loss: 1.4817, grad_norm: 6.7717 2020-07-29 16:23:35,139 - mmaction - INFO - Epoch [54][920/3757] lr: 1.000e-03, eta: 3 days, 23:27:56, time: 2.024, data_time: 0.010, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8461, loss_cls: 1.4698, loss: 1.4698, grad_norm: 7.0017 2020-07-29 16:24:14,184 - mmaction - INFO - Epoch [54][940/3757] lr: 1.000e-03, eta: 3 days, 23:27:17, time: 1.956, data_time: 0.011, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8406, loss_cls: 1.5013, loss: 1.5013, grad_norm: 6.8839 2020-07-29 16:24:52,364 - mmaction - INFO - Epoch [54][960/3757] lr: 1.000e-03, eta: 3 days, 23:26:37, time: 1.908, data_time: 0.002, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8492, loss_cls: 1.4297, loss: 1.4297, grad_norm: 6.6228 2020-07-29 16:25:33,137 - mmaction - INFO - Epoch [54][980/3757] lr: 1.000e-03, eta: 3 days, 23:25:59, time: 2.033, data_time: 0.009, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8398, loss_cls: 1.4435, loss: 1.4435, grad_norm: 6.5860 2020-07-29 16:26:10,826 - mmaction - INFO - Epoch [54][1000/3757] lr: 1.000e-03, eta: 3 days, 23:25:19, time: 1.890, data_time: 0.009, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8367, loss_cls: 1.5293, loss: 1.5293, grad_norm: 6.9253 2020-07-29 16:26:51,527 - mmaction - INFO - Epoch [54][1020/3757] lr: 1.000e-03, eta: 3 days, 23:24:41, time: 2.028, data_time: 0.119, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8523, loss_cls: 1.4350, loss: 1.4350, grad_norm: 6.9457 2020-07-29 16:27:31,820 - mmaction - INFO - Epoch [54][1040/3757] lr: 1.000e-03, eta: 3 days, 23:24:03, time: 2.020, data_time: 0.010, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8383, loss_cls: 1.4502, loss: 1.4502, grad_norm: 6.6455 2020-07-29 16:28:12,290 - mmaction - INFO - Epoch [54][1060/3757] lr: 1.000e-03, eta: 3 days, 23:23:25, time: 2.023, data_time: 0.009, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8398, loss_cls: 1.4542, loss: 1.4542, grad_norm: 6.6092 2020-07-29 16:28:47,571 - mmaction - INFO - Epoch [54][1080/3757] lr: 1.000e-03, eta: 3 days, 23:22:42, time: 1.765, data_time: 0.005, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8445, loss_cls: 1.4416, loss: 1.4416, grad_norm: 6.9437 2020-07-29 16:29:28,466 - mmaction - INFO - Epoch [54][1100/3757] lr: 1.000e-03, eta: 3 days, 23:22:05, time: 2.036, data_time: 0.017, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8500, loss_cls: 1.4164, loss: 1.4164, grad_norm: 7.0590 2020-07-29 16:30:07,594 - mmaction - INFO - Epoch [54][1120/3757] lr: 1.000e-03, eta: 3 days, 23:21:26, time: 1.966, data_time: 0.065, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8359, loss_cls: 1.4919, loss: 1.4919, grad_norm: 6.8425 2020-07-29 16:30:47,643 - mmaction - INFO - Epoch [54][1140/3757] lr: 1.000e-03, eta: 3 days, 23:20:47, time: 2.000, data_time: 0.002, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8531, loss_cls: 1.4253, loss: 1.4253, grad_norm: 6.7812 2020-07-29 16:31:21,017 - mmaction - INFO - Epoch [54][1160/3757] lr: 1.000e-03, eta: 3 days, 23:20:03, time: 1.664, data_time: 0.060, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8523, loss_cls: 1.4586, loss: 1.4586, grad_norm: 6.9406 2020-07-29 16:32:00,648 - mmaction - INFO - Epoch [54][1180/3757] lr: 1.000e-03, eta: 3 days, 23:19:25, time: 1.988, data_time: 0.015, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8555, loss_cls: 1.3834, loss: 1.3834, grad_norm: 6.6797 2020-07-29 16:32:39,319 - mmaction - INFO - Epoch [54][1200/3757] lr: 1.000e-03, eta: 3 days, 23:18:45, time: 1.930, data_time: 0.209, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8469, loss_cls: 1.4799, loss: 1.4799, grad_norm: 6.9169 2020-07-29 16:33:18,949 - mmaction - INFO - Epoch [54][1220/3757] lr: 1.000e-03, eta: 3 days, 23:18:06, time: 1.986, data_time: 0.102, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8477, loss_cls: 1.4437, loss: 1.4437, grad_norm: 6.7905 2020-07-29 16:33:59,238 - mmaction - INFO - Epoch [54][1240/3757] lr: 1.000e-03, eta: 3 days, 23:17:28, time: 2.014, data_time: 0.006, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8391, loss_cls: 1.4746, loss: 1.4746, grad_norm: 7.0069 2020-07-29 16:34:36,354 - mmaction - INFO - Epoch [54][1260/3757] lr: 1.000e-03, eta: 3 days, 23:16:47, time: 1.854, data_time: 0.009, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8453, loss_cls: 1.4604, loss: 1.4604, grad_norm: 7.0708 2020-07-29 16:35:15,409 - mmaction - INFO - Epoch [54][1280/3757] lr: 1.000e-03, eta: 3 days, 23:16:08, time: 1.950, data_time: 0.047, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8422, loss_cls: 1.4636, loss: 1.4636, grad_norm: 7.0535 2020-07-29 16:35:54,867 - mmaction - INFO - Epoch [54][1300/3757] lr: 1.000e-03, eta: 3 days, 23:15:29, time: 1.969, data_time: 0.044, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8477, loss_cls: 1.4596, loss: 1.4596, grad_norm: 6.9590 2020-07-29 16:36:32,393 - mmaction - INFO - Epoch [54][1320/3757] lr: 1.000e-03, eta: 3 days, 23:14:49, time: 1.885, data_time: 0.026, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8578, loss_cls: 1.3925, loss: 1.3925, grad_norm: 6.7613 2020-07-29 16:37:16,063 - mmaction - INFO - Epoch [54][1340/3757] lr: 1.000e-03, eta: 3 days, 23:14:13, time: 2.176, data_time: 1.080, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.5302, loss: 1.5302, grad_norm: 6.8884 2020-07-29 16:37:54,017 - mmaction - INFO - Epoch [54][1360/3757] lr: 1.000e-03, eta: 3 days, 23:13:33, time: 1.903, data_time: 1.344, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8477, loss_cls: 1.4707, loss: 1.4707, grad_norm: 6.9254 2020-07-29 16:38:33,171 - mmaction - INFO - Epoch [54][1380/3757] lr: 1.000e-03, eta: 3 days, 23:12:54, time: 1.952, data_time: 1.366, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8508, loss_cls: 1.4550, loss: 1.4550, grad_norm: 6.8677 2020-07-29 16:39:14,624 - mmaction - INFO - Epoch [54][1400/3757] lr: 1.000e-03, eta: 3 days, 23:12:17, time: 2.078, data_time: 1.491, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8602, loss_cls: 1.3863, loss: 1.3863, grad_norm: 6.7623 2020-07-29 16:39:50,728 - mmaction - INFO - Epoch [54][1420/3757] lr: 1.000e-03, eta: 3 days, 23:11:35, time: 1.804, data_time: 0.638, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8406, loss_cls: 1.4893, loss: 1.4893, grad_norm: 6.8435 2020-07-29 16:40:28,272 - mmaction - INFO - Epoch [54][1440/3757] lr: 1.000e-03, eta: 3 days, 23:10:55, time: 1.874, data_time: 0.423, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8328, loss_cls: 1.5419, loss: 1.5419, grad_norm: 6.8389 2020-07-29 16:41:08,089 - mmaction - INFO - Epoch [54][1460/3757] lr: 1.000e-03, eta: 3 days, 23:10:16, time: 1.990, data_time: 0.295, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8539, loss_cls: 1.3889, loss: 1.3889, grad_norm: 6.6741 2020-07-29 16:41:47,631 - mmaction - INFO - Epoch [54][1480/3757] lr: 1.000e-03, eta: 3 days, 23:09:38, time: 1.979, data_time: 0.040, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8523, loss_cls: 1.4066, loss: 1.4066, grad_norm: 6.5673 2020-07-29 16:42:29,142 - mmaction - INFO - Epoch [54][1500/3757] lr: 1.000e-03, eta: 3 days, 23:09:01, time: 2.081, data_time: 0.010, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8352, loss_cls: 1.5430, loss: 1.5430, grad_norm: 6.9343 2020-07-29 16:43:05,992 - mmaction - INFO - Epoch [54][1520/3757] lr: 1.000e-03, eta: 3 days, 23:08:19, time: 1.836, data_time: 0.085, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8430, loss_cls: 1.4202, loss: 1.4202, grad_norm: 6.8481 2020-07-29 16:43:45,172 - mmaction - INFO - Epoch [54][1540/3757] lr: 1.000e-03, eta: 3 days, 23:07:40, time: 1.964, data_time: 0.010, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8570, loss_cls: 1.3673, loss: 1.3673, grad_norm: 6.5583 2020-07-29 16:44:24,533 - mmaction - INFO - Epoch [54][1560/3757] lr: 1.000e-03, eta: 3 days, 23:07:01, time: 1.961, data_time: 0.009, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8555, loss_cls: 1.4031, loss: 1.4031, grad_norm: 6.5787 2020-07-29 16:45:00,121 - mmaction - INFO - Epoch [54][1580/3757] lr: 1.000e-03, eta: 3 days, 23:06:19, time: 1.780, data_time: 0.038, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.4528, loss: 1.4528, grad_norm: 6.9269 2020-07-29 16:45:40,378 - mmaction - INFO - Epoch [54][1600/3757] lr: 1.000e-03, eta: 3 days, 23:05:41, time: 2.021, data_time: 0.010, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8391, loss_cls: 1.4790, loss: 1.4790, grad_norm: 6.8736 2020-07-29 16:46:19,549 - mmaction - INFO - Epoch [54][1620/3757] lr: 1.000e-03, eta: 3 days, 23:05:02, time: 1.958, data_time: 0.017, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8195, loss_cls: 1.6052, loss: 1.6052, grad_norm: 7.0146 2020-07-29 16:46:56,323 - mmaction - INFO - Epoch [54][1640/3757] lr: 1.000e-03, eta: 3 days, 23:04:21, time: 1.837, data_time: 0.010, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8328, loss_cls: 1.5292, loss: 1.5292, grad_norm: 7.0479 2020-07-29 16:47:34,902 - mmaction - INFO - Epoch [54][1660/3757] lr: 1.000e-03, eta: 3 days, 23:03:41, time: 1.928, data_time: 0.016, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8461, loss_cls: 1.4531, loss: 1.4531, grad_norm: 6.7539 2020-07-29 16:48:16,784 - mmaction - INFO - Epoch [54][1680/3757] lr: 1.000e-03, eta: 3 days, 23:03:04, time: 2.096, data_time: 0.006, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8539, loss_cls: 1.4301, loss: 1.4301, grad_norm: 6.7466 2020-07-29 16:48:54,748 - mmaction - INFO - Epoch [54][1700/3757] lr: 1.000e-03, eta: 3 days, 23:02:24, time: 1.892, data_time: 0.008, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8555, loss_cls: 1.4588, loss: 1.4588, grad_norm: 6.8827 2020-07-29 16:49:32,953 - mmaction - INFO - Epoch [54][1720/3757] lr: 1.000e-03, eta: 3 days, 23:01:44, time: 1.916, data_time: 0.009, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8539, loss_cls: 1.3654, loss: 1.3654, grad_norm: 6.6998 2020-07-29 16:50:12,518 - mmaction - INFO - Epoch [54][1740/3757] lr: 1.000e-03, eta: 3 days, 23:01:06, time: 1.974, data_time: 0.025, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8219, loss_cls: 1.5578, loss: 1.5578, grad_norm: 6.7910 2020-07-29 16:50:54,851 - mmaction - INFO - Epoch [54][1760/3757] lr: 1.000e-03, eta: 3 days, 23:00:29, time: 2.112, data_time: 0.012, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8398, loss_cls: 1.4044, loss: 1.4044, grad_norm: 6.8547 2020-07-29 16:51:33,626 - mmaction - INFO - Epoch [54][1780/3757] lr: 1.000e-03, eta: 3 days, 22:59:50, time: 1.949, data_time: 0.012, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8391, loss_cls: 1.4978, loss: 1.4978, grad_norm: 6.9488 2020-07-29 16:52:13,456 - mmaction - INFO - Epoch [54][1800/3757] lr: 1.000e-03, eta: 3 days, 22:59:11, time: 1.990, data_time: 0.008, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8633, loss_cls: 1.4452, loss: 1.4452, grad_norm: 6.8832 2020-07-29 16:52:49,782 - mmaction - INFO - Epoch [54][1820/3757] lr: 1.000e-03, eta: 3 days, 22:58:30, time: 1.807, data_time: 0.005, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8406, loss_cls: 1.4864, loss: 1.4864, grad_norm: 6.8717 2020-07-29 16:53:30,270 - mmaction - INFO - Epoch [54][1840/3757] lr: 1.000e-03, eta: 3 days, 22:57:52, time: 2.034, data_time: 0.013, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8391, loss_cls: 1.5089, loss: 1.5089, grad_norm: 6.9210 2020-07-29 16:54:10,819 - mmaction - INFO - Epoch [54][1860/3757] lr: 1.000e-03, eta: 3 days, 22:57:14, time: 2.026, data_time: 0.006, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8445, loss_cls: 1.4170, loss: 1.4170, grad_norm: 6.4692 2020-07-29 16:54:52,914 - mmaction - INFO - Epoch [54][1880/3757] lr: 1.000e-03, eta: 3 days, 22:56:37, time: 2.106, data_time: 0.003, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8633, loss_cls: 1.4228, loss: 1.4228, grad_norm: 7.1009 2020-07-29 16:55:32,065 - mmaction - INFO - Epoch [54][1900/3757] lr: 1.000e-03, eta: 3 days, 22:55:58, time: 1.952, data_time: 0.007, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8133, loss_cls: 1.5947, loss: 1.5947, grad_norm: 7.0948 2020-07-29 16:56:08,896 - mmaction - INFO - Epoch [54][1920/3757] lr: 1.000e-03, eta: 3 days, 22:55:17, time: 1.843, data_time: 0.755, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8383, loss_cls: 1.4992, loss: 1.4992, grad_norm: 7.0346 2020-07-29 16:56:47,471 - mmaction - INFO - Epoch [54][1940/3757] lr: 1.000e-03, eta: 3 days, 22:54:37, time: 1.932, data_time: 0.683, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8313, loss_cls: 1.5605, loss: 1.5605, grad_norm: 6.8569 2020-07-29 16:57:28,750 - mmaction - INFO - Epoch [54][1960/3757] lr: 1.000e-03, eta: 3 days, 22:54:00, time: 2.060, data_time: 0.139, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8508, loss_cls: 1.4739, loss: 1.4739, grad_norm: 6.9380 2020-07-29 16:58:09,062 - mmaction - INFO - Epoch [54][1980/3757] lr: 1.000e-03, eta: 3 days, 22:53:22, time: 2.016, data_time: 0.009, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8383, loss_cls: 1.4135, loss: 1.4135, grad_norm: 6.5753 2020-07-29 16:58:46,533 - mmaction - INFO - Epoch [54][2000/3757] lr: 1.000e-03, eta: 3 days, 22:52:41, time: 1.867, data_time: 0.009, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8656, loss_cls: 1.3448, loss: 1.3448, grad_norm: 6.6640 2020-07-29 16:59:25,743 - mmaction - INFO - Epoch [54][2020/3757] lr: 1.000e-03, eta: 3 days, 22:52:02, time: 1.967, data_time: 0.012, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8492, loss_cls: 1.4544, loss: 1.4544, grad_norm: 6.9040 2020-07-29 17:00:07,076 - mmaction - INFO - Epoch [54][2040/3757] lr: 1.000e-03, eta: 3 days, 22:51:25, time: 2.067, data_time: 0.012, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8320, loss_cls: 1.4936, loss: 1.4936, grad_norm: 6.9233 2020-07-29 17:00:38,988 - mmaction - INFO - Epoch [54][2060/3757] lr: 1.000e-03, eta: 3 days, 22:50:40, time: 1.597, data_time: 0.012, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8352, loss_cls: 1.5079, loss: 1.5079, grad_norm: 6.9495 2020-07-29 17:01:18,574 - mmaction - INFO - Epoch [54][2080/3757] lr: 1.000e-03, eta: 3 days, 22:50:01, time: 1.980, data_time: 0.491, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8586, loss_cls: 1.4190, loss: 1.4190, grad_norm: 6.7745 2020-07-29 17:02:00,031 - mmaction - INFO - Epoch [54][2100/3757] lr: 1.000e-03, eta: 3 days, 22:49:24, time: 2.073, data_time: 0.532, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8641, loss_cls: 1.3455, loss: 1.3455, grad_norm: 6.9866 2020-07-29 17:02:41,062 - mmaction - INFO - Epoch [54][2120/3757] lr: 1.000e-03, eta: 3 days, 22:48:46, time: 2.043, data_time: 0.007, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8430, loss_cls: 1.4855, loss: 1.4855, grad_norm: 6.9838 2020-07-29 17:03:17,149 - mmaction - INFO - Epoch [54][2140/3757] lr: 1.000e-03, eta: 3 days, 22:48:05, time: 1.812, data_time: 0.011, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8398, loss_cls: 1.4878, loss: 1.4878, grad_norm: 6.9528 2020-07-29 17:03:59,297 - mmaction - INFO - Epoch [54][2160/3757] lr: 1.000e-03, eta: 3 days, 22:47:28, time: 2.102, data_time: 0.009, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8484, loss_cls: 1.4496, loss: 1.4496, grad_norm: 6.7742 2020-07-29 17:04:38,526 - mmaction - INFO - Epoch [54][2180/3757] lr: 1.000e-03, eta: 3 days, 22:46:49, time: 1.968, data_time: 0.008, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8344, loss_cls: 1.5650, loss: 1.5650, grad_norm: 7.1137 2020-07-29 17:05:11,982 - mmaction - INFO - Epoch [54][2200/3757] lr: 1.000e-03, eta: 3 days, 22:46:05, time: 1.671, data_time: 0.069, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8414, loss_cls: 1.5309, loss: 1.5309, grad_norm: 7.0215 2020-07-29 17:05:49,594 - mmaction - INFO - Epoch [54][2220/3757] lr: 1.000e-03, eta: 3 days, 22:45:25, time: 1.883, data_time: 0.056, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8648, loss_cls: 1.3292, loss: 1.3292, grad_norm: 6.7851 2020-07-29 17:06:30,983 - mmaction - INFO - Epoch [54][2240/3757] lr: 1.000e-03, eta: 3 days, 22:44:48, time: 2.067, data_time: 0.731, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8508, loss_cls: 1.4341, loss: 1.4341, grad_norm: 6.7033 2020-07-29 17:07:08,410 - mmaction - INFO - Epoch [54][2260/3757] lr: 1.000e-03, eta: 3 days, 22:44:07, time: 1.873, data_time: 0.362, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8461, loss_cls: 1.4532, loss: 1.4532, grad_norm: 6.8708 2020-07-29 17:07:48,622 - mmaction - INFO - Epoch [54][2280/3757] lr: 1.000e-03, eta: 3 days, 22:43:29, time: 2.003, data_time: 0.806, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8586, loss_cls: 1.4052, loss: 1.4052, grad_norm: 6.8109 2020-07-29 17:08:23,466 - mmaction - INFO - Epoch [54][2300/3757] lr: 1.000e-03, eta: 3 days, 22:42:46, time: 1.750, data_time: 0.814, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8484, loss_cls: 1.4469, loss: 1.4469, grad_norm: 6.9140 2020-07-29 17:09:02,876 - mmaction - INFO - Epoch [54][2320/3757] lr: 1.000e-03, eta: 3 days, 22:42:07, time: 1.964, data_time: 1.115, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.4455, loss: 1.4455, grad_norm: 7.0154 2020-07-29 17:09:40,576 - mmaction - INFO - Epoch [54][2340/3757] lr: 1.000e-03, eta: 3 days, 22:41:27, time: 1.891, data_time: 0.578, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8422, loss_cls: 1.5258, loss: 1.5258, grad_norm: 7.0738 2020-07-29 17:10:19,469 - mmaction - INFO - Epoch [54][2360/3757] lr: 1.000e-03, eta: 3 days, 22:40:47, time: 1.940, data_time: 1.219, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8125, loss_cls: 1.5912, loss: 1.5912, grad_norm: 7.0160 2020-07-29 17:11:01,463 - mmaction - INFO - Epoch [54][2380/3757] lr: 1.000e-03, eta: 3 days, 22:40:11, time: 2.102, data_time: 1.457, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8438, loss_cls: 1.3989, loss: 1.3989, grad_norm: 6.6669 2020-07-29 17:11:37,926 - mmaction - INFO - Epoch [54][2400/3757] lr: 1.000e-03, eta: 3 days, 22:39:29, time: 1.823, data_time: 0.842, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8609, loss_cls: 1.3710, loss: 1.3710, grad_norm: 6.5336 2020-07-29 17:12:17,628 - mmaction - INFO - Epoch [54][2420/3757] lr: 1.000e-03, eta: 3 days, 22:38:51, time: 1.987, data_time: 1.363, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8406, loss_cls: 1.4851, loss: 1.4851, grad_norm: 6.8880 2020-07-29 17:12:55,837 - mmaction - INFO - Epoch [54][2440/3757] lr: 1.000e-03, eta: 3 days, 22:38:11, time: 1.908, data_time: 1.316, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8500, loss_cls: 1.4703, loss: 1.4703, grad_norm: 7.0430 2020-07-29 17:13:33,431 - mmaction - INFO - Epoch [54][2460/3757] lr: 1.000e-03, eta: 3 days, 22:37:30, time: 1.883, data_time: 1.196, memory: 5170, top1_acc: 0.6172, top5_acc: 0.8281, loss_cls: 1.6041, loss: 1.6041, grad_norm: 7.1551 2020-07-29 17:14:16,657 - mmaction - INFO - Epoch [54][2480/3757] lr: 1.000e-03, eta: 3 days, 22:36:55, time: 2.157, data_time: 1.184, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8422, loss_cls: 1.4195, loss: 1.4195, grad_norm: 6.9594 2020-07-29 17:14:52,762 - mmaction - INFO - Epoch [54][2500/3757] lr: 1.000e-03, eta: 3 days, 22:36:13, time: 1.809, data_time: 0.098, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8547, loss_cls: 1.4497, loss: 1.4497, grad_norm: 6.9244 2020-07-29 17:15:32,251 - mmaction - INFO - Epoch [54][2520/3757] lr: 1.000e-03, eta: 3 days, 22:35:34, time: 1.971, data_time: 0.008, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8477, loss_cls: 1.4191, loss: 1.4191, grad_norm: 6.7337 2020-07-29 17:16:09,568 - mmaction - INFO - Epoch [54][2540/3757] lr: 1.000e-03, eta: 3 days, 22:34:53, time: 1.870, data_time: 0.020, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8477, loss_cls: 1.4159, loss: 1.4159, grad_norm: 6.9765 2020-07-29 17:16:50,493 - mmaction - INFO - Epoch [54][2560/3757] lr: 1.000e-03, eta: 3 days, 22:34:16, time: 2.043, data_time: 0.036, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8477, loss_cls: 1.4725, loss: 1.4725, grad_norm: 7.0445 2020-07-29 17:17:27,918 - mmaction - INFO - Epoch [54][2580/3757] lr: 1.000e-03, eta: 3 days, 22:33:35, time: 1.874, data_time: 0.264, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8578, loss_cls: 1.4049, loss: 1.4049, grad_norm: 6.7270 2020-07-29 17:18:09,259 - mmaction - INFO - Epoch [54][2600/3757] lr: 1.000e-03, eta: 3 days, 22:32:58, time: 2.061, data_time: 0.428, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8562, loss_cls: 1.4078, loss: 1.4078, grad_norm: 6.9009 2020-07-29 17:18:46,129 - mmaction - INFO - Epoch [54][2620/3757] lr: 1.000e-03, eta: 3 days, 22:32:17, time: 1.839, data_time: 0.009, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8422, loss_cls: 1.5206, loss: 1.5206, grad_norm: 7.0284 2020-07-29 17:19:25,479 - mmaction - INFO - Epoch [54][2640/3757] lr: 1.000e-03, eta: 3 days, 22:31:38, time: 1.976, data_time: 0.149, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8469, loss_cls: 1.6094, loss: 1.6094, grad_norm: 7.3690 2020-07-29 17:20:05,053 - mmaction - INFO - Epoch [54][2660/3757] lr: 1.000e-03, eta: 3 days, 22:30:59, time: 1.979, data_time: 0.047, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8523, loss_cls: 1.4140, loss: 1.4140, grad_norm: 6.8880 2020-07-29 17:20:43,896 - mmaction - INFO - Epoch [54][2680/3757] lr: 1.000e-03, eta: 3 days, 22:30:20, time: 1.941, data_time: 0.005, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8445, loss_cls: 1.4986, loss: 1.4986, grad_norm: 7.1416 2020-07-29 17:21:24,953 - mmaction - INFO - Epoch [54][2700/3757] lr: 1.000e-03, eta: 3 days, 22:29:42, time: 2.054, data_time: 0.012, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8336, loss_cls: 1.5152, loss: 1.5152, grad_norm: 7.0177 2020-07-29 17:22:04,348 - mmaction - INFO - Epoch [54][2720/3757] lr: 1.000e-03, eta: 3 days, 22:29:03, time: 1.961, data_time: 0.004, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8539, loss_cls: 1.4091, loss: 1.4091, grad_norm: 6.9236 2020-07-29 17:22:43,332 - mmaction - INFO - Epoch [54][2740/3757] lr: 1.000e-03, eta: 3 days, 22:28:24, time: 1.957, data_time: 0.012, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8438, loss_cls: 1.4587, loss: 1.4587, grad_norm: 6.8695 2020-07-29 17:23:22,181 - mmaction - INFO - Epoch [54][2760/3757] lr: 1.000e-03, eta: 3 days, 22:27:45, time: 1.936, data_time: 0.016, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8367, loss_cls: 1.5070, loss: 1.5070, grad_norm: 7.1192 2020-07-29 17:24:00,718 - mmaction - INFO - Epoch [54][2780/3757] lr: 1.000e-03, eta: 3 days, 22:27:05, time: 1.935, data_time: 0.147, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8633, loss_cls: 1.4479, loss: 1.4479, grad_norm: 6.8209 2020-07-29 17:24:43,472 - mmaction - INFO - Epoch [54][2800/3757] lr: 1.000e-03, eta: 3 days, 22:26:29, time: 2.131, data_time: 0.101, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8594, loss_cls: 1.4100, loss: 1.4100, grad_norm: 6.7632 2020-07-29 17:25:19,362 - mmaction - INFO - Epoch [54][2820/3757] lr: 1.000e-03, eta: 3 days, 22:25:47, time: 1.793, data_time: 0.010, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8500, loss_cls: 1.4433, loss: 1.4433, grad_norm: 6.8446 2020-07-29 17:25:59,798 - mmaction - INFO - Epoch [54][2840/3757] lr: 1.000e-03, eta: 3 days, 22:25:09, time: 2.026, data_time: 0.011, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8469, loss_cls: 1.3887, loss: 1.3887, grad_norm: 6.6453 2020-07-29 17:26:42,274 - mmaction - INFO - Epoch [54][2860/3757] lr: 1.000e-03, eta: 3 days, 22:24:33, time: 2.127, data_time: 0.013, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8500, loss_cls: 1.4415, loss: 1.4415, grad_norm: 6.7994 2020-07-29 17:27:19,203 - mmaction - INFO - Epoch [54][2880/3757] lr: 1.000e-03, eta: 3 days, 22:23:52, time: 1.848, data_time: 0.008, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8438, loss_cls: 1.5270, loss: 1.5270, grad_norm: 7.0183 2020-07-29 17:27:59,906 - mmaction - INFO - Epoch [54][2900/3757] lr: 1.000e-03, eta: 3 days, 22:23:14, time: 2.029, data_time: 0.006, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8375, loss_cls: 1.4982, loss: 1.4982, grad_norm: 6.8866 2020-07-29 17:28:39,336 - mmaction - INFO - Epoch [54][2920/3757] lr: 1.000e-03, eta: 3 days, 22:22:35, time: 1.975, data_time: 0.035, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8391, loss_cls: 1.5221, loss: 1.5221, grad_norm: 7.2270 2020-07-29 17:29:19,169 - mmaction - INFO - Epoch [54][2940/3757] lr: 1.000e-03, eta: 3 days, 22:21:57, time: 1.993, data_time: 0.707, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8469, loss_cls: 1.4699, loss: 1.4699, grad_norm: 7.0653 2020-07-29 17:29:55,673 - mmaction - INFO - Epoch [54][2960/3757] lr: 1.000e-03, eta: 3 days, 22:21:15, time: 1.821, data_time: 0.026, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8422, loss_cls: 1.4687, loss: 1.4687, grad_norm: 6.7338 2020-07-29 17:30:37,675 - mmaction - INFO - Epoch [54][2980/3757] lr: 1.000e-03, eta: 3 days, 22:20:39, time: 2.103, data_time: 0.008, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8320, loss_cls: 1.5856, loss: 1.5856, grad_norm: 7.2651 2020-07-29 17:31:16,474 - mmaction - INFO - Epoch [54][3000/3757] lr: 1.000e-03, eta: 3 days, 22:19:59, time: 1.935, data_time: 0.011, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8555, loss_cls: 1.3881, loss: 1.3881, grad_norm: 6.7855 2020-07-29 17:31:53,044 - mmaction - INFO - Epoch [54][3020/3757] lr: 1.000e-03, eta: 3 days, 22:19:18, time: 1.835, data_time: 0.011, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8422, loss_cls: 1.4004, loss: 1.4004, grad_norm: 6.6481 2020-07-29 17:32:32,282 - mmaction - INFO - Epoch [54][3040/3757] lr: 1.000e-03, eta: 3 days, 22:18:39, time: 1.961, data_time: 0.009, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8477, loss_cls: 1.4663, loss: 1.4663, grad_norm: 6.9590 2020-07-29 17:33:12,042 - mmaction - INFO - Epoch [54][3060/3757] lr: 1.000e-03, eta: 3 days, 22:18:00, time: 1.990, data_time: 0.004, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8547, loss_cls: 1.4549, loss: 1.4549, grad_norm: 6.9717 2020-07-29 17:33:52,363 - mmaction - INFO - Epoch [54][3080/3757] lr: 1.000e-03, eta: 3 days, 22:17:22, time: 2.009, data_time: 0.013, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8359, loss_cls: 1.4464, loss: 1.4464, grad_norm: 6.8282 2020-07-29 17:34:29,439 - mmaction - INFO - Epoch [54][3100/3757] lr: 1.000e-03, eta: 3 days, 22:16:41, time: 1.860, data_time: 0.010, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8414, loss_cls: 1.4491, loss: 1.4491, grad_norm: 6.8160 2020-07-29 17:35:07,072 - mmaction - INFO - Epoch [54][3120/3757] lr: 1.000e-03, eta: 3 days, 22:16:01, time: 1.883, data_time: 0.004, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8508, loss_cls: 1.4122, loss: 1.4122, grad_norm: 6.8342 2020-07-29 17:35:46,184 - mmaction - INFO - Epoch [54][3140/3757] lr: 1.000e-03, eta: 3 days, 22:15:22, time: 1.950, data_time: 0.002, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8555, loss_cls: 1.4114, loss: 1.4114, grad_norm: 7.0046 2020-07-29 17:36:22,489 - mmaction - INFO - Epoch [54][3160/3757] lr: 1.000e-03, eta: 3 days, 22:14:40, time: 1.821, data_time: 0.018, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8414, loss_cls: 1.4914, loss: 1.4914, grad_norm: 6.8904 2020-07-29 17:37:00,060 - mmaction - INFO - Epoch [54][3180/3757] lr: 1.000e-03, eta: 3 days, 22:14:00, time: 1.876, data_time: 0.003, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8461, loss_cls: 1.4145, loss: 1.4145, grad_norm: 6.7467 2020-07-29 17:37:40,129 - mmaction - INFO - Epoch [54][3200/3757] lr: 1.000e-03, eta: 3 days, 22:13:22, time: 2.003, data_time: 0.011, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.2793, loss: 1.2793, grad_norm: 6.4604 2020-07-29 17:38:17,353 - mmaction - INFO - Epoch [54][3220/3757] lr: 1.000e-03, eta: 3 days, 22:12:41, time: 1.864, data_time: 0.028, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8617, loss_cls: 1.3566, loss: 1.3566, grad_norm: 6.8061 2020-07-29 17:38:59,496 - mmaction - INFO - Epoch [54][3240/3757] lr: 1.000e-03, eta: 3 days, 22:12:04, time: 2.107, data_time: 0.008, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8523, loss_cls: 1.3853, loss: 1.3853, grad_norm: 6.8167 2020-07-29 17:39:36,323 - mmaction - INFO - Epoch [54][3260/3757] lr: 1.000e-03, eta: 3 days, 22:11:23, time: 1.841, data_time: 0.003, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8680, loss_cls: 1.3967, loss: 1.3967, grad_norm: 6.9687 2020-07-29 17:40:10,973 - mmaction - INFO - Epoch [54][3280/3757] lr: 1.000e-03, eta: 3 days, 22:10:40, time: 1.734, data_time: 0.009, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8414, loss_cls: 1.4981, loss: 1.4981, grad_norm: 7.2232 2020-07-29 17:40:52,948 - mmaction - INFO - Epoch [54][3300/3757] lr: 1.000e-03, eta: 3 days, 22:10:04, time: 2.099, data_time: 0.050, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8438, loss_cls: 1.4521, loss: 1.4521, grad_norm: 6.8883 2020-07-29 17:41:30,679 - mmaction - INFO - Epoch [54][3320/3757] lr: 1.000e-03, eta: 3 days, 22:09:23, time: 1.883, data_time: 0.008, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.5059, loss: 1.5059, grad_norm: 7.1376 2020-07-29 17:42:09,656 - mmaction - INFO - Epoch [54][3340/3757] lr: 1.000e-03, eta: 3 days, 22:08:44, time: 1.948, data_time: 0.006, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8695, loss_cls: 1.3073, loss: 1.3073, grad_norm: 6.7341 2020-07-29 17:42:50,856 - mmaction - INFO - Epoch [54][3360/3757] lr: 1.000e-03, eta: 3 days, 22:08:07, time: 2.063, data_time: 0.182, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8523, loss_cls: 1.4232, loss: 1.4232, grad_norm: 6.7502 2020-07-29 17:43:28,447 - mmaction - INFO - Epoch [54][3380/3757] lr: 1.000e-03, eta: 3 days, 22:07:26, time: 1.877, data_time: 0.008, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.4460, loss: 1.4460, grad_norm: 7.0802 2020-07-29 17:44:06,875 - mmaction - INFO - Epoch [54][3400/3757] lr: 1.000e-03, eta: 3 days, 22:06:46, time: 1.925, data_time: 0.008, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8430, loss_cls: 1.4663, loss: 1.4663, grad_norm: 6.8877 2020-07-29 17:44:48,699 - mmaction - INFO - Epoch [54][3420/3757] lr: 1.000e-03, eta: 3 days, 22:06:10, time: 2.092, data_time: 0.022, memory: 5170, top1_acc: 0.6156, top5_acc: 0.8375, loss_cls: 1.5638, loss: 1.5638, grad_norm: 7.0912 2020-07-29 17:45:29,804 - mmaction - INFO - Epoch [54][3440/3757] lr: 1.000e-03, eta: 3 days, 22:05:32, time: 2.046, data_time: 0.007, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8414, loss_cls: 1.4559, loss: 1.4559, grad_norm: 6.7821 2020-07-29 17:46:07,670 - mmaction - INFO - Epoch [54][3460/3757] lr: 1.000e-03, eta: 3 days, 22:04:52, time: 1.901, data_time: 0.012, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8547, loss_cls: 1.4313, loss: 1.4313, grad_norm: 6.7844 2020-07-29 17:46:42,850 - mmaction - INFO - Epoch [54][3480/3757] lr: 1.000e-03, eta: 3 days, 22:04:09, time: 1.760, data_time: 0.009, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8531, loss_cls: 1.3900, loss: 1.3900, grad_norm: 6.7488 2020-07-29 17:47:24,844 - mmaction - INFO - Epoch [54][3500/3757] lr: 1.000e-03, eta: 3 days, 22:03:33, time: 2.100, data_time: 0.118, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8398, loss_cls: 1.5148, loss: 1.5148, grad_norm: 7.0885 2020-07-29 17:48:01,787 - mmaction - INFO - Epoch [54][3520/3757] lr: 1.000e-03, eta: 3 days, 22:02:52, time: 1.839, data_time: 0.041, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8484, loss_cls: 1.4337, loss: 1.4337, grad_norm: 7.0987 2020-07-29 17:48:43,465 - mmaction - INFO - Epoch [54][3540/3757] lr: 1.000e-03, eta: 3 days, 22:02:15, time: 2.093, data_time: 0.013, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8531, loss_cls: 1.4311, loss: 1.4311, grad_norm: 6.8791 2020-07-29 17:49:21,723 - mmaction - INFO - Epoch [54][3560/3757] lr: 1.000e-03, eta: 3 days, 22:01:35, time: 1.904, data_time: 0.008, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8430, loss_cls: 1.4204, loss: 1.4204, grad_norm: 6.7431 2020-07-29 17:49:59,448 - mmaction - INFO - Epoch [54][3580/3757] lr: 1.000e-03, eta: 3 days, 22:00:55, time: 1.894, data_time: 0.017, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8562, loss_cls: 1.3872, loss: 1.3872, grad_norm: 6.7065 2020-07-29 17:50:39,876 - mmaction - INFO - Epoch [54][3600/3757] lr: 1.000e-03, eta: 3 days, 22:00:17, time: 2.019, data_time: 0.010, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8391, loss_cls: 1.4416, loss: 1.4416, grad_norm: 6.8273 2020-07-29 17:51:21,631 - mmaction - INFO - Epoch [54][3620/3757] lr: 1.000e-03, eta: 3 days, 21:59:40, time: 2.092, data_time: 0.053, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8453, loss_cls: 1.4826, loss: 1.4826, grad_norm: 7.0265 2020-07-29 17:51:59,501 - mmaction - INFO - Epoch [54][3640/3757] lr: 1.000e-03, eta: 3 days, 21:59:00, time: 1.893, data_time: 0.020, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8320, loss_cls: 1.4957, loss: 1.4957, grad_norm: 6.9153 2020-07-29 17:52:38,653 - mmaction - INFO - Epoch [54][3660/3757] lr: 1.000e-03, eta: 3 days, 21:58:20, time: 1.949, data_time: 0.052, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8453, loss_cls: 1.4644, loss: 1.4644, grad_norm: 6.9040 2020-07-29 17:53:14,192 - mmaction - INFO - Epoch [54][3680/3757] lr: 1.000e-03, eta: 3 days, 21:57:38, time: 1.785, data_time: 0.012, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8391, loss_cls: 1.4850, loss: 1.4850, grad_norm: 6.9327 2020-07-29 17:53:54,009 - mmaction - INFO - Epoch [54][3700/3757] lr: 1.000e-03, eta: 3 days, 21:57:00, time: 1.987, data_time: 0.008, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8344, loss_cls: 1.4689, loss: 1.4689, grad_norm: 7.0996 2020-07-29 17:54:34,841 - mmaction - INFO - Epoch [54][3720/3757] lr: 1.000e-03, eta: 3 days, 21:56:22, time: 2.045, data_time: 0.007, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8227, loss_cls: 1.5544, loss: 1.5544, grad_norm: 6.9684 2020-07-29 17:55:14,642 - mmaction - INFO - Epoch [54][3740/3757] lr: 1.000e-03, eta: 3 days, 21:55:43, time: 1.986, data_time: 0.010, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8422, loss_cls: 1.4614, loss: 1.4614, grad_norm: 7.0737 2020-07-29 17:55:39,856 - mmaction - INFO - Saving checkpoint at 54 epochs 2020-07-29 17:56:35,003 - mmaction - INFO - Epoch [55][20/3757] lr: 1.000e-03, eta: 3 days, 21:54:15, time: 2.652, data_time: 1.678, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8422, loss_cls: 1.5306, loss: 1.5306, grad_norm: 6.9886 2020-07-29 17:57:14,853 - mmaction - INFO - Epoch [55][40/3757] lr: 1.000e-03, eta: 3 days, 21:53:36, time: 1.992, data_time: 0.197, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8617, loss_cls: 1.4317, loss: 1.4317, grad_norm: 6.9920 2020-07-29 17:57:55,446 - mmaction - INFO - Epoch [55][60/3757] lr: 1.000e-03, eta: 3 days, 21:52:58, time: 2.034, data_time: 0.032, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8438, loss_cls: 1.4857, loss: 1.4857, grad_norm: 6.9246 2020-07-29 17:58:36,487 - mmaction - INFO - Epoch [55][80/3757] lr: 1.000e-03, eta: 3 days, 21:52:21, time: 2.045, data_time: 0.124, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8523, loss_cls: 1.4722, loss: 1.4722, grad_norm: 6.8723 2020-07-29 17:59:12,428 - mmaction - INFO - Epoch [55][100/3757] lr: 1.000e-03, eta: 3 days, 21:51:39, time: 1.798, data_time: 0.009, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8422, loss_cls: 1.4439, loss: 1.4439, grad_norm: 6.9036 2020-07-29 17:59:53,827 - mmaction - INFO - Epoch [55][120/3757] lr: 1.000e-03, eta: 3 days, 21:51:02, time: 2.068, data_time: 0.011, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8352, loss_cls: 1.4846, loss: 1.4846, grad_norm: 7.0771 2020-07-29 18:00:32,323 - mmaction - INFO - Epoch [55][140/3757] lr: 1.000e-03, eta: 3 days, 21:50:22, time: 1.909, data_time: 0.240, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8570, loss_cls: 1.4271, loss: 1.4271, grad_norm: 6.9539 2020-07-29 18:01:14,003 - mmaction - INFO - Epoch [55][160/3757] lr: 1.000e-03, eta: 3 days, 21:49:45, time: 2.097, data_time: 0.708, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8453, loss_cls: 1.4676, loss: 1.4676, grad_norm: 6.7140 2020-07-29 18:01:55,720 - mmaction - INFO - Epoch [55][180/3757] lr: 1.000e-03, eta: 3 days, 21:49:08, time: 2.095, data_time: 0.177, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8211, loss_cls: 1.5976, loss: 1.5976, grad_norm: 7.1324 2020-07-29 18:02:34,117 - mmaction - INFO - Epoch [55][200/3757] lr: 1.000e-03, eta: 3 days, 21:48:28, time: 1.917, data_time: 0.003, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8680, loss_cls: 1.3384, loss: 1.3384, grad_norm: 6.8743 2020-07-29 18:03:12,342 - mmaction - INFO - Epoch [55][220/3757] lr: 1.000e-03, eta: 3 days, 21:47:48, time: 1.915, data_time: 0.007, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8406, loss_cls: 1.4230, loss: 1.4230, grad_norm: 6.8575 2020-07-29 18:03:50,833 - mmaction - INFO - Epoch [55][240/3757] lr: 1.000e-03, eta: 3 days, 21:47:09, time: 1.917, data_time: 0.056, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8516, loss_cls: 1.4239, loss: 1.4239, grad_norm: 6.8642 2020-07-29 18:04:32,792 - mmaction - INFO - Epoch [55][260/3757] lr: 1.000e-03, eta: 3 days, 21:46:32, time: 2.096, data_time: 0.178, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8367, loss_cls: 1.5096, loss: 1.5096, grad_norm: 6.9818 2020-07-29 18:05:08,602 - mmaction - INFO - Epoch [55][280/3757] lr: 1.000e-03, eta: 3 days, 21:45:50, time: 1.798, data_time: 0.334, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8484, loss_cls: 1.4467, loss: 1.4467, grad_norm: 7.1014 2020-07-29 18:05:49,091 - mmaction - INFO - Epoch [55][300/3757] lr: 1.000e-03, eta: 3 days, 21:45:12, time: 2.025, data_time: 0.046, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8422, loss_cls: 1.4724, loss: 1.4724, grad_norm: 6.9721 2020-07-29 18:06:25,890 - mmaction - INFO - Epoch [55][320/3757] lr: 1.000e-03, eta: 3 days, 21:44:31, time: 1.835, data_time: 0.010, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8367, loss_cls: 1.5055, loss: 1.5055, grad_norm: 7.0999 2020-07-29 18:07:09,195 - mmaction - INFO - Epoch [55][340/3757] lr: 1.000e-03, eta: 3 days, 21:43:55, time: 2.163, data_time: 0.009, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8359, loss_cls: 1.5173, loss: 1.5173, grad_norm: 7.1042 2020-07-29 18:07:45,853 - mmaction - INFO - Epoch [55][360/3757] lr: 1.000e-03, eta: 3 days, 21:43:14, time: 1.841, data_time: 0.011, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8555, loss_cls: 1.4096, loss: 1.4096, grad_norm: 6.9713 2020-07-29 18:08:24,380 - mmaction - INFO - Epoch [55][380/3757] lr: 1.000e-03, eta: 3 days, 21:42:35, time: 1.922, data_time: 0.008, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8531, loss_cls: 1.3834, loss: 1.3834, grad_norm: 6.9386 2020-07-29 18:09:03,931 - mmaction - INFO - Epoch [55][400/3757] lr: 1.000e-03, eta: 3 days, 21:41:56, time: 1.975, data_time: 0.009, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.4219, loss: 1.4219, grad_norm: 6.7818 2020-07-29 18:09:40,079 - mmaction - INFO - Epoch [55][420/3757] lr: 1.000e-03, eta: 3 days, 21:41:14, time: 1.814, data_time: 0.146, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8398, loss_cls: 1.4856, loss: 1.4856, grad_norm: 6.9084 2020-07-29 18:10:18,663 - mmaction - INFO - Epoch [55][440/3757] lr: 1.000e-03, eta: 3 days, 21:40:35, time: 1.925, data_time: 0.400, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8484, loss_cls: 1.3648, loss: 1.3648, grad_norm: 6.7562 2020-07-29 18:10:59,818 - mmaction - INFO - Epoch [55][460/3757] lr: 1.000e-03, eta: 3 days, 21:39:57, time: 2.060, data_time: 0.079, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8508, loss_cls: 1.4813, loss: 1.4813, grad_norm: 6.9174 2020-07-29 18:11:42,781 - mmaction - INFO - Epoch [55][480/3757] lr: 1.000e-03, eta: 3 days, 21:39:21, time: 2.147, data_time: 0.009, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8461, loss_cls: 1.4715, loss: 1.4715, grad_norm: 7.0082 2020-07-29 18:12:17,377 - mmaction - INFO - Epoch [55][500/3757] lr: 1.000e-03, eta: 3 days, 21:38:38, time: 1.728, data_time: 0.006, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8328, loss_cls: 1.5081, loss: 1.5081, grad_norm: 7.0442 2020-07-29 18:12:56,721 - mmaction - INFO - Epoch [55][520/3757] lr: 1.000e-03, eta: 3 days, 21:37:59, time: 1.965, data_time: 0.009, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8477, loss_cls: 1.4428, loss: 1.4428, grad_norm: 7.0998 2020-07-29 18:13:39,665 - mmaction - INFO - Epoch [55][540/3757] lr: 1.000e-03, eta: 3 days, 21:37:23, time: 2.153, data_time: 0.010, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8617, loss_cls: 1.3682, loss: 1.3682, grad_norm: 6.7525 2020-07-29 18:14:15,643 - mmaction - INFO - Epoch [55][560/3757] lr: 1.000e-03, eta: 3 days, 21:36:42, time: 1.793, data_time: 0.013, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8516, loss_cls: 1.4012, loss: 1.4012, grad_norm: 6.7571 2020-07-29 18:14:55,500 - mmaction - INFO - Epoch [55][580/3757] lr: 1.000e-03, eta: 3 days, 21:36:03, time: 1.998, data_time: 0.010, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8500, loss_cls: 1.3892, loss: 1.3892, grad_norm: 6.6598 2020-07-29 18:15:34,962 - mmaction - INFO - Epoch [55][600/3757] lr: 1.000e-03, eta: 3 days, 21:35:24, time: 1.972, data_time: 0.011, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8570, loss_cls: 1.4082, loss: 1.4082, grad_norm: 6.8107 2020-07-29 18:16:07,486 - mmaction - INFO - Epoch [55][620/3757] lr: 1.000e-03, eta: 3 days, 21:34:40, time: 1.630, data_time: 0.012, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8406, loss_cls: 1.5136, loss: 1.5136, grad_norm: 7.0782 2020-07-29 18:16:47,026 - mmaction - INFO - Epoch [55][640/3757] lr: 1.000e-03, eta: 3 days, 21:34:01, time: 1.967, data_time: 0.023, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8508, loss_cls: 1.3411, loss: 1.3411, grad_norm: 6.5747 2020-07-29 18:17:24,040 - mmaction - INFO - Epoch [55][660/3757] lr: 1.000e-03, eta: 3 days, 21:33:20, time: 1.862, data_time: 0.014, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8398, loss_cls: 1.5030, loss: 1.5030, grad_norm: 6.9830 2020-07-29 18:18:07,663 - mmaction - INFO - Epoch [55][680/3757] lr: 1.000e-03, eta: 3 days, 21:32:45, time: 2.177, data_time: 0.007, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8391, loss_cls: 1.4687, loss: 1.4687, grad_norm: 6.9204 2020-07-29 18:18:43,646 - mmaction - INFO - Epoch [55][700/3757] lr: 1.000e-03, eta: 3 days, 21:32:03, time: 1.803, data_time: 0.008, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8617, loss_cls: 1.3649, loss: 1.3649, grad_norm: 6.6586 2020-07-29 18:19:21,225 - mmaction - INFO - Epoch [55][720/3757] lr: 1.000e-03, eta: 3 days, 21:31:22, time: 1.880, data_time: 0.008, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8484, loss_cls: 1.4094, loss: 1.4094, grad_norm: 6.9346 2020-07-29 18:20:02,345 - mmaction - INFO - Epoch [55][740/3757] lr: 1.000e-03, eta: 3 days, 21:30:45, time: 2.055, data_time: 0.002, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8461, loss_cls: 1.4696, loss: 1.4696, grad_norm: 7.1175 2020-07-29 18:20:42,075 - mmaction - INFO - Epoch [55][760/3757] lr: 1.000e-03, eta: 3 days, 21:30:06, time: 1.987, data_time: 0.004, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8469, loss_cls: 1.4612, loss: 1.4612, grad_norm: 6.8450 2020-07-29 18:21:23,691 - mmaction - INFO - Epoch [55][780/3757] lr: 1.000e-03, eta: 3 days, 21:29:29, time: 2.081, data_time: 0.009, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8273, loss_cls: 1.5526, loss: 1.5526, grad_norm: 7.1707 2020-07-29 18:21:57,427 - mmaction - INFO - Epoch [55][800/3757] lr: 1.000e-03, eta: 3 days, 21:28:46, time: 1.685, data_time: 0.002, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8570, loss_cls: 1.3901, loss: 1.3901, grad_norm: 7.0199 2020-07-29 18:22:41,126 - mmaction - INFO - Epoch [55][820/3757] lr: 1.000e-03, eta: 3 days, 21:28:10, time: 2.187, data_time: 0.007, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8430, loss_cls: 1.4090, loss: 1.4090, grad_norm: 6.8446 2020-07-29 18:23:19,325 - mmaction - INFO - Epoch [55][840/3757] lr: 1.000e-03, eta: 3 days, 21:27:30, time: 1.909, data_time: 0.002, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8461, loss_cls: 1.4154, loss: 1.4154, grad_norm: 7.0602 2020-07-29 18:23:59,201 - mmaction - INFO - Epoch [55][860/3757] lr: 1.000e-03, eta: 3 days, 21:26:52, time: 1.988, data_time: 0.193, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8313, loss_cls: 1.5701, loss: 1.5701, grad_norm: 7.1735 2020-07-29 18:24:36,850 - mmaction - INFO - Epoch [55][880/3757] lr: 1.000e-03, eta: 3 days, 21:26:12, time: 1.889, data_time: 0.089, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.4743, loss: 1.4743, grad_norm: 7.0507 2020-07-29 18:25:16,644 - mmaction - INFO - Epoch [55][900/3757] lr: 1.000e-03, eta: 3 days, 21:25:33, time: 1.986, data_time: 0.394, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8625, loss_cls: 1.3431, loss: 1.3431, grad_norm: 6.8427 2020-07-29 18:25:57,050 - mmaction - INFO - Epoch [55][920/3757] lr: 1.000e-03, eta: 3 days, 21:24:55, time: 2.024, data_time: 0.042, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8273, loss_cls: 1.5022, loss: 1.5022, grad_norm: 7.0234 2020-07-29 18:26:32,807 - mmaction - INFO - Epoch [55][940/3757] lr: 1.000e-03, eta: 3 days, 21:24:13, time: 1.784, data_time: 0.007, memory: 5170, top1_acc: 0.6188, top5_acc: 0.8266, loss_cls: 1.5420, loss: 1.5420, grad_norm: 7.1211 2020-07-29 18:27:13,578 - mmaction - INFO - Epoch [55][960/3757] lr: 1.000e-03, eta: 3 days, 21:23:35, time: 2.043, data_time: 0.010, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8570, loss_cls: 1.3474, loss: 1.3474, grad_norm: 6.7827 2020-07-29 18:27:52,706 - mmaction - INFO - Epoch [55][980/3757] lr: 1.000e-03, eta: 3 days, 21:22:56, time: 1.951, data_time: 0.007, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8336, loss_cls: 1.4945, loss: 1.4945, grad_norm: 6.9115 2020-07-29 18:28:31,625 - mmaction - INFO - Epoch [55][1000/3757] lr: 1.000e-03, eta: 3 days, 21:22:17, time: 1.952, data_time: 0.010, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8484, loss_cls: 1.4993, loss: 1.4993, grad_norm: 7.1432 2020-07-29 18:29:13,131 - mmaction - INFO - Epoch [55][1020/3757] lr: 1.000e-03, eta: 3 days, 21:21:40, time: 2.070, data_time: 0.007, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8547, loss_cls: 1.3996, loss: 1.3996, grad_norm: 7.0556 2020-07-29 18:29:52,922 - mmaction - INFO - Epoch [55][1040/3757] lr: 1.000e-03, eta: 3 days, 21:21:01, time: 1.994, data_time: 0.008, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8445, loss_cls: 1.4718, loss: 1.4718, grad_norm: 7.0401 2020-07-29 18:30:27,758 - mmaction - INFO - Epoch [55][1060/3757] lr: 1.000e-03, eta: 3 days, 21:20:18, time: 1.743, data_time: 0.003, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8414, loss_cls: 1.4542, loss: 1.4542, grad_norm: 6.9934 2020-07-29 18:31:08,287 - mmaction - INFO - Epoch [55][1080/3757] lr: 1.000e-03, eta: 3 days, 21:19:40, time: 2.017, data_time: 0.008, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8383, loss_cls: 1.4738, loss: 1.4738, grad_norm: 6.9791 2020-07-29 18:31:48,061 - mmaction - INFO - Epoch [55][1100/3757] lr: 1.000e-03, eta: 3 days, 21:19:02, time: 1.998, data_time: 0.049, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8508, loss_cls: 1.4542, loss: 1.4542, grad_norm: 7.0810 2020-07-29 18:32:29,342 - mmaction - INFO - Epoch [55][1120/3757] lr: 1.000e-03, eta: 3 days, 21:18:25, time: 2.063, data_time: 0.008, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8570, loss_cls: 1.3458, loss: 1.3458, grad_norm: 6.7362 2020-07-29 18:33:04,967 - mmaction - INFO - Epoch [55][1140/3757] lr: 1.000e-03, eta: 3 days, 21:17:43, time: 1.781, data_time: 0.215, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.4202, loss: 1.4202, grad_norm: 7.0644 2020-07-29 18:33:48,388 - mmaction - INFO - Epoch [55][1160/3757] lr: 1.000e-03, eta: 3 days, 21:17:07, time: 2.165, data_time: 0.755, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8352, loss_cls: 1.5038, loss: 1.5038, grad_norm: 7.0137 2020-07-29 18:34:31,491 - mmaction - INFO - Epoch [55][1180/3757] lr: 1.000e-03, eta: 3 days, 21:16:31, time: 2.156, data_time: 0.009, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8664, loss_cls: 1.4165, loss: 1.4165, grad_norm: 6.8864 2020-07-29 18:35:12,662 - mmaction - INFO - Epoch [55][1200/3757] lr: 1.000e-03, eta: 3 days, 21:15:54, time: 2.057, data_time: 0.009, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8555, loss_cls: 1.4650, loss: 1.4650, grad_norm: 7.1318 2020-07-29 18:35:46,402 - mmaction - INFO - Epoch [55][1220/3757] lr: 1.000e-03, eta: 3 days, 21:15:10, time: 1.692, data_time: 0.009, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8320, loss_cls: 1.5235, loss: 1.5235, grad_norm: 7.1002 2020-07-29 18:36:29,915 - mmaction - INFO - Epoch [55][1240/3757] lr: 1.000e-03, eta: 3 days, 21:14:35, time: 2.176, data_time: 0.087, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8336, loss_cls: 1.5342, loss: 1.5342, grad_norm: 6.9677 2020-07-29 18:37:03,003 - mmaction - INFO - Epoch [55][1260/3757] lr: 1.000e-03, eta: 3 days, 21:13:51, time: 1.655, data_time: 0.718, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8539, loss_cls: 1.4096, loss: 1.4096, grad_norm: 7.1029 2020-07-29 18:37:46,058 - mmaction - INFO - Epoch [55][1280/3757] lr: 1.000e-03, eta: 3 days, 21:13:15, time: 2.146, data_time: 0.507, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8617, loss_cls: 1.3981, loss: 1.3981, grad_norm: 7.0622 2020-07-29 18:38:25,211 - mmaction - INFO - Epoch [55][1300/3757] lr: 1.000e-03, eta: 3 days, 21:12:36, time: 1.964, data_time: 0.145, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8484, loss_cls: 1.5257, loss: 1.5257, grad_norm: 7.1057 2020-07-29 18:39:05,017 - mmaction - INFO - Epoch [55][1320/3757] lr: 1.000e-03, eta: 3 days, 21:11:57, time: 1.986, data_time: 0.009, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8516, loss_cls: 1.3821, loss: 1.3821, grad_norm: 6.6655 2020-07-29 18:39:40,684 - mmaction - INFO - Epoch [55][1340/3757] lr: 1.000e-03, eta: 3 days, 21:11:15, time: 1.788, data_time: 0.009, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8422, loss_cls: 1.4750, loss: 1.4750, grad_norm: 6.8148 2020-07-29 18:40:21,638 - mmaction - INFO - Epoch [55][1360/3757] lr: 1.000e-03, eta: 3 days, 21:10:37, time: 2.048, data_time: 0.008, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8445, loss_cls: 1.4370, loss: 1.4370, grad_norm: 6.9516 2020-07-29 18:40:59,472 - mmaction - INFO - Epoch [55][1380/3757] lr: 1.000e-03, eta: 3 days, 21:09:57, time: 1.893, data_time: 0.003, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8492, loss_cls: 1.4737, loss: 1.4737, grad_norm: 6.9086 2020-07-29 18:41:40,409 - mmaction - INFO - Epoch [55][1400/3757] lr: 1.000e-03, eta: 3 days, 21:09:20, time: 2.043, data_time: 0.568, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8531, loss_cls: 1.4294, loss: 1.4294, grad_norm: 6.7742 2020-07-29 18:42:21,189 - mmaction - INFO - Epoch [55][1420/3757] lr: 1.000e-03, eta: 3 days, 21:08:42, time: 2.042, data_time: 0.179, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8562, loss_cls: 1.4058, loss: 1.4058, grad_norm: 6.8957 2020-07-29 18:42:56,712 - mmaction - INFO - Epoch [55][1440/3757] lr: 1.000e-03, eta: 3 days, 21:08:00, time: 1.775, data_time: 0.134, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8477, loss_cls: 1.4416, loss: 1.4416, grad_norm: 6.9149 2020-07-29 18:43:38,875 - mmaction - INFO - Epoch [55][1460/3757] lr: 1.000e-03, eta: 3 days, 21:07:23, time: 2.111, data_time: 0.170, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8328, loss_cls: 1.4959, loss: 1.4959, grad_norm: 6.9596 2020-07-29 18:44:16,337 - mmaction - INFO - Epoch [55][1480/3757] lr: 1.000e-03, eta: 3 days, 21:06:43, time: 1.870, data_time: 0.006, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8453, loss_cls: 1.4501, loss: 1.4501, grad_norm: 6.8625 2020-07-29 18:44:57,598 - mmaction - INFO - Epoch [55][1500/3757] lr: 1.000e-03, eta: 3 days, 21:06:05, time: 2.065, data_time: 0.005, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8570, loss_cls: 1.4506, loss: 1.4506, grad_norm: 6.8619 2020-07-29 18:45:37,653 - mmaction - INFO - Epoch [55][1520/3757] lr: 1.000e-03, eta: 3 days, 21:05:27, time: 1.997, data_time: 0.008, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8461, loss_cls: 1.3990, loss: 1.3990, grad_norm: 6.6782 2020-07-29 18:46:12,232 - mmaction - INFO - Epoch [55][1540/3757] lr: 1.000e-03, eta: 3 days, 21:04:44, time: 1.735, data_time: 0.024, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8531, loss_cls: 1.4064, loss: 1.4064, grad_norm: 6.9022 2020-07-29 18:46:50,494 - mmaction - INFO - Epoch [55][1560/3757] lr: 1.000e-03, eta: 3 days, 21:04:04, time: 1.913, data_time: 0.352, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8367, loss_cls: 1.4782, loss: 1.4782, grad_norm: 6.8209 2020-07-29 18:47:28,832 - mmaction - INFO - Epoch [55][1580/3757] lr: 1.000e-03, eta: 3 days, 21:03:24, time: 1.907, data_time: 0.012, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8328, loss_cls: 1.4616, loss: 1.4616, grad_norm: 6.9259 2020-07-29 18:48:09,881 - mmaction - INFO - Epoch [55][1600/3757] lr: 1.000e-03, eta: 3 days, 21:02:47, time: 2.062, data_time: 0.012, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8328, loss_cls: 1.5175, loss: 1.5175, grad_norm: 7.0755 2020-07-29 18:48:46,945 - mmaction - INFO - Epoch [55][1620/3757] lr: 1.000e-03, eta: 3 days, 21:02:06, time: 1.845, data_time: 0.007, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8469, loss_cls: 1.4415, loss: 1.4415, grad_norm: 7.0793 2020-07-29 18:49:26,621 - mmaction - INFO - Epoch [55][1640/3757] lr: 1.000e-03, eta: 3 days, 21:01:27, time: 1.985, data_time: 0.011, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8352, loss_cls: 1.5091, loss: 1.5091, grad_norm: 7.0363 2020-07-29 18:50:05,723 - mmaction - INFO - Epoch [55][1660/3757] lr: 1.000e-03, eta: 3 days, 21:00:48, time: 1.960, data_time: 0.009, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8414, loss_cls: 1.5022, loss: 1.5022, grad_norm: 7.0988 2020-07-29 18:50:44,148 - mmaction - INFO - Epoch [55][1680/3757] lr: 1.000e-03, eta: 3 days, 21:00:08, time: 1.923, data_time: 0.029, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8398, loss_cls: 1.4677, loss: 1.4677, grad_norm: 7.1615 2020-07-29 18:51:22,664 - mmaction - INFO - Epoch [55][1700/3757] lr: 1.000e-03, eta: 3 days, 20:59:29, time: 1.919, data_time: 0.007, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8289, loss_cls: 1.5380, loss: 1.5380, grad_norm: 7.0694 2020-07-29 18:52:02,167 - mmaction - INFO - Epoch [55][1720/3757] lr: 1.000e-03, eta: 3 days, 20:58:50, time: 1.981, data_time: 0.122, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8500, loss_cls: 1.4129, loss: 1.4129, grad_norm: 6.8508 2020-07-29 18:52:38,759 - mmaction - INFO - Epoch [55][1740/3757] lr: 1.000e-03, eta: 3 days, 20:58:09, time: 1.821, data_time: 0.690, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8406, loss_cls: 1.4406, loss: 1.4406, grad_norm: 6.9681 2020-07-29 18:53:15,558 - mmaction - INFO - Epoch [55][1760/3757] lr: 1.000e-03, eta: 3 days, 20:57:28, time: 1.848, data_time: 1.077, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8484, loss_cls: 1.4454, loss: 1.4454, grad_norm: 6.9120 2020-07-29 18:53:55,917 - mmaction - INFO - Epoch [55][1780/3757] lr: 1.000e-03, eta: 3 days, 20:56:49, time: 2.008, data_time: 0.409, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8492, loss_cls: 1.4267, loss: 1.4267, grad_norm: 6.7656 2020-07-29 18:54:34,384 - mmaction - INFO - Epoch [55][1800/3757] lr: 1.000e-03, eta: 3 days, 20:56:10, time: 1.933, data_time: 0.053, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8398, loss_cls: 1.5202, loss: 1.5202, grad_norm: 7.1296 2020-07-29 18:55:13,720 - mmaction - INFO - Epoch [55][1820/3757] lr: 1.000e-03, eta: 3 days, 20:55:31, time: 1.959, data_time: 0.106, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8531, loss_cls: 1.4831, loss: 1.4831, grad_norm: 7.0735 2020-07-29 18:55:55,354 - mmaction - INFO - Epoch [55][1840/3757] lr: 1.000e-03, eta: 3 days, 20:54:54, time: 2.089, data_time: 0.025, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8500, loss_cls: 1.4324, loss: 1.4324, grad_norm: 6.8582 2020-07-29 18:56:30,386 - mmaction - INFO - Epoch [55][1860/3757] lr: 1.000e-03, eta: 3 days, 20:54:11, time: 1.751, data_time: 0.227, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8383, loss_cls: 1.5092, loss: 1.5092, grad_norm: 7.2268 2020-07-29 18:57:08,954 - mmaction - INFO - Epoch [55][1880/3757] lr: 1.000e-03, eta: 3 days, 20:53:32, time: 1.928, data_time: 0.336, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8484, loss_cls: 1.4112, loss: 1.4112, grad_norm: 6.8283 2020-07-29 18:57:54,241 - mmaction - INFO - Epoch [55][1900/3757] lr: 1.000e-03, eta: 3 days, 20:52:58, time: 2.259, data_time: 0.134, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8516, loss_cls: 1.4593, loss: 1.4593, grad_norm: 7.0770 2020-07-29 18:58:33,530 - mmaction - INFO - Epoch [55][1920/3757] lr: 1.000e-03, eta: 3 days, 20:52:19, time: 1.970, data_time: 0.010, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8422, loss_cls: 1.4305, loss: 1.4305, grad_norm: 6.8722 2020-07-29 18:59:12,555 - mmaction - INFO - Epoch [55][1940/3757] lr: 1.000e-03, eta: 3 days, 20:51:40, time: 1.953, data_time: 0.010, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8313, loss_cls: 1.5015, loss: 1.5015, grad_norm: 6.9957 2020-07-29 18:59:45,144 - mmaction - INFO - Epoch [55][1960/3757] lr: 1.000e-03, eta: 3 days, 20:50:55, time: 1.628, data_time: 0.094, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8500, loss_cls: 1.4410, loss: 1.4410, grad_norm: 6.9306 2020-07-29 19:00:25,092 - mmaction - INFO - Epoch [55][1980/3757] lr: 1.000e-03, eta: 3 days, 20:50:16, time: 1.982, data_time: 0.382, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8703, loss_cls: 1.3506, loss: 1.3506, grad_norm: 6.7498 2020-07-29 19:01:03,477 - mmaction - INFO - Epoch [55][2000/3757] lr: 1.000e-03, eta: 3 days, 20:49:37, time: 1.936, data_time: 0.040, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8289, loss_cls: 1.5628, loss: 1.5628, grad_norm: 6.9125 2020-07-29 19:01:41,858 - mmaction - INFO - Epoch [55][2020/3757] lr: 1.000e-03, eta: 3 days, 20:48:57, time: 1.913, data_time: 0.068, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8594, loss_cls: 1.3799, loss: 1.3799, grad_norm: 6.6715 2020-07-29 19:02:22,568 - mmaction - INFO - Epoch [55][2040/3757] lr: 1.000e-03, eta: 3 days, 20:48:19, time: 2.042, data_time: 0.495, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8453, loss_cls: 1.4902, loss: 1.4902, grad_norm: 7.0036 2020-07-29 19:03:00,346 - mmaction - INFO - Epoch [55][2060/3757] lr: 1.000e-03, eta: 3 days, 20:47:39, time: 1.881, data_time: 1.290, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8484, loss_cls: 1.4304, loss: 1.4304, grad_norm: 6.9064 2020-07-29 19:03:40,785 - mmaction - INFO - Epoch [55][2080/3757] lr: 1.000e-03, eta: 3 days, 20:47:01, time: 2.030, data_time: 1.022, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8516, loss_cls: 1.3937, loss: 1.3937, grad_norm: 7.0310 2020-07-29 19:04:18,515 - mmaction - INFO - Epoch [55][2100/3757] lr: 1.000e-03, eta: 3 days, 20:46:21, time: 1.883, data_time: 0.924, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8484, loss_cls: 1.4200, loss: 1.4200, grad_norm: 6.8506 2020-07-29 19:04:59,635 - mmaction - INFO - Epoch [55][2120/3757] lr: 1.000e-03, eta: 3 days, 20:45:43, time: 2.059, data_time: 0.643, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8414, loss_cls: 1.4734, loss: 1.4734, grad_norm: 7.1032 2020-07-29 19:05:37,036 - mmaction - INFO - Epoch [55][2140/3757] lr: 1.000e-03, eta: 3 days, 20:45:03, time: 1.861, data_time: 0.548, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8508, loss_cls: 1.3525, loss: 1.3525, grad_norm: 6.7511 2020-07-29 19:06:18,043 - mmaction - INFO - Epoch [55][2160/3757] lr: 1.000e-03, eta: 3 days, 20:44:25, time: 2.058, data_time: 0.032, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8352, loss_cls: 1.5204, loss: 1.5204, grad_norm: 7.0543 2020-07-29 19:06:55,401 - mmaction - INFO - Epoch [55][2180/3757] lr: 1.000e-03, eta: 3 days, 20:43:44, time: 1.864, data_time: 0.081, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8391, loss_cls: 1.5062, loss: 1.5062, grad_norm: 7.0737 2020-07-29 19:07:31,700 - mmaction - INFO - Epoch [55][2200/3757] lr: 1.000e-03, eta: 3 days, 20:43:03, time: 1.818, data_time: 0.568, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8391, loss_cls: 1.4475, loss: 1.4475, grad_norm: 6.9694 2020-07-29 19:08:12,187 - mmaction - INFO - Epoch [55][2220/3757] lr: 1.000e-03, eta: 3 days, 20:42:25, time: 2.023, data_time: 0.492, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8484, loss_cls: 1.4416, loss: 1.4416, grad_norm: 6.8665 2020-07-29 19:08:53,467 - mmaction - INFO - Epoch [55][2240/3757] lr: 1.000e-03, eta: 3 days, 20:41:48, time: 2.066, data_time: 0.008, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8453, loss_cls: 1.4409, loss: 1.4409, grad_norm: 6.9376 2020-07-29 19:09:31,249 - mmaction - INFO - Epoch [55][2260/3757] lr: 1.000e-03, eta: 3 days, 20:41:07, time: 1.886, data_time: 0.003, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8773, loss_cls: 1.3240, loss: 1.3240, grad_norm: 6.9055 2020-07-29 19:10:07,876 - mmaction - INFO - Epoch [55][2280/3757] lr: 1.000e-03, eta: 3 days, 20:40:26, time: 1.835, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8492, loss_cls: 1.4283, loss: 1.4283, grad_norm: 7.0942 2020-07-29 19:10:47,637 - mmaction - INFO - Epoch [55][2300/3757] lr: 1.000e-03, eta: 3 days, 20:39:48, time: 1.987, data_time: 0.008, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8672, loss_cls: 1.3521, loss: 1.3521, grad_norm: 6.7855 2020-07-29 19:11:23,628 - mmaction - INFO - Epoch [55][2320/3757] lr: 1.000e-03, eta: 3 days, 20:39:06, time: 1.795, data_time: 0.007, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8484, loss_cls: 1.4261, loss: 1.4261, grad_norm: 6.8252 2020-07-29 19:12:01,723 - mmaction - INFO - Epoch [55][2340/3757] lr: 1.000e-03, eta: 3 days, 20:38:26, time: 1.908, data_time: 0.010, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8375, loss_cls: 1.5125, loss: 1.5125, grad_norm: 7.2240 2020-07-29 19:12:40,845 - mmaction - INFO - Epoch [55][2360/3757] lr: 1.000e-03, eta: 3 days, 20:37:47, time: 1.954, data_time: 0.024, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8562, loss_cls: 1.3755, loss: 1.3755, grad_norm: 7.0043 2020-07-29 19:13:22,904 - mmaction - INFO - Epoch [55][2380/3757] lr: 1.000e-03, eta: 3 days, 20:37:10, time: 2.100, data_time: 0.142, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8453, loss_cls: 1.4337, loss: 1.4337, grad_norm: 7.0422 2020-07-29 19:14:01,157 - mmaction - INFO - Epoch [55][2400/3757] lr: 1.000e-03, eta: 3 days, 20:36:30, time: 1.919, data_time: 1.010, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8531, loss_cls: 1.4798, loss: 1.4798, grad_norm: 7.2679 2020-07-29 19:14:38,458 - mmaction - INFO - Epoch [55][2420/3757] lr: 1.000e-03, eta: 3 days, 20:35:49, time: 1.855, data_time: 1.292, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8430, loss_cls: 1.4579, loss: 1.4579, grad_norm: 7.0563 2020-07-29 19:15:16,885 - mmaction - INFO - Epoch [55][2440/3757] lr: 1.000e-03, eta: 3 days, 20:35:10, time: 1.921, data_time: 1.356, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8539, loss_cls: 1.4427, loss: 1.4427, grad_norm: 6.9541 2020-07-29 19:15:55,396 - mmaction - INFO - Epoch [55][2460/3757] lr: 1.000e-03, eta: 3 days, 20:34:30, time: 1.934, data_time: 1.354, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8297, loss_cls: 1.5132, loss: 1.5132, grad_norm: 6.9400 2020-07-29 19:16:32,291 - mmaction - INFO - Epoch [55][2480/3757] lr: 1.000e-03, eta: 3 days, 20:33:49, time: 1.844, data_time: 1.240, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8430, loss_cls: 1.4668, loss: 1.4668, grad_norm: 7.1301 2020-07-29 19:17:12,007 - mmaction - INFO - Epoch [55][2500/3757] lr: 1.000e-03, eta: 3 days, 20:33:11, time: 1.989, data_time: 0.937, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8570, loss_cls: 1.4357, loss: 1.4357, grad_norm: 7.0873 2020-07-29 19:17:49,405 - mmaction - INFO - Epoch [55][2520/3757] lr: 1.000e-03, eta: 3 days, 20:32:30, time: 1.861, data_time: 0.008, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8344, loss_cls: 1.4747, loss: 1.4747, grad_norm: 6.9793 2020-07-29 19:18:31,778 - mmaction - INFO - Epoch [55][2540/3757] lr: 1.000e-03, eta: 3 days, 20:31:54, time: 2.126, data_time: 0.014, memory: 5170, top1_acc: 0.6141, top5_acc: 0.8219, loss_cls: 1.5820, loss: 1.5820, grad_norm: 7.2603 2020-07-29 19:19:11,607 - mmaction - INFO - Epoch [55][2560/3757] lr: 1.000e-03, eta: 3 days, 20:31:15, time: 1.989, data_time: 0.009, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8422, loss_cls: 1.4610, loss: 1.4610, grad_norm: 6.6749 2020-07-29 19:19:49,798 - mmaction - INFO - Epoch [55][2580/3757] lr: 1.000e-03, eta: 3 days, 20:30:35, time: 1.913, data_time: 0.006, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8242, loss_cls: 1.5893, loss: 1.5893, grad_norm: 7.0785 2020-07-29 19:20:30,406 - mmaction - INFO - Epoch [55][2600/3757] lr: 1.000e-03, eta: 3 days, 20:29:57, time: 2.026, data_time: 0.018, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8570, loss_cls: 1.4104, loss: 1.4104, grad_norm: 6.8958 2020-07-29 19:21:09,346 - mmaction - INFO - Epoch [55][2620/3757] lr: 1.000e-03, eta: 3 days, 20:29:18, time: 1.951, data_time: 0.008, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8453, loss_cls: 1.4953, loss: 1.4953, grad_norm: 6.9831 2020-07-29 19:21:47,647 - mmaction - INFO - Epoch [55][2640/3757] lr: 1.000e-03, eta: 3 days, 20:28:38, time: 1.911, data_time: 0.008, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8609, loss_cls: 1.4189, loss: 1.4189, grad_norm: 6.8736 2020-07-29 19:22:25,194 - mmaction - INFO - Epoch [55][2660/3757] lr: 1.000e-03, eta: 3 days, 20:27:58, time: 1.881, data_time: 0.008, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8406, loss_cls: 1.4510, loss: 1.4510, grad_norm: 7.0674 2020-07-29 19:23:06,242 - mmaction - INFO - Epoch [55][2680/3757] lr: 1.000e-03, eta: 3 days, 20:27:20, time: 2.052, data_time: 0.154, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8477, loss_cls: 1.4706, loss: 1.4706, grad_norm: 7.0498 2020-07-29 19:23:45,040 - mmaction - INFO - Epoch [55][2700/3757] lr: 1.000e-03, eta: 3 days, 20:26:41, time: 1.941, data_time: 0.762, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8289, loss_cls: 1.5246, loss: 1.5246, grad_norm: 6.9423 2020-07-29 19:24:22,607 - mmaction - INFO - Epoch [55][2720/3757] lr: 1.000e-03, eta: 3 days, 20:26:00, time: 1.873, data_time: 0.141, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8375, loss_cls: 1.4988, loss: 1.4988, grad_norm: 7.0231 2020-07-29 19:24:57,659 - mmaction - INFO - Epoch [55][2740/3757] lr: 1.000e-03, eta: 3 days, 20:25:18, time: 1.756, data_time: 0.691, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8648, loss_cls: 1.3923, loss: 1.3923, grad_norm: 6.7751 2020-07-29 19:25:36,110 - mmaction - INFO - Epoch [55][2760/3757] lr: 1.000e-03, eta: 3 days, 20:24:38, time: 1.916, data_time: 0.532, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8547, loss_cls: 1.4258, loss: 1.4258, grad_norm: 7.0033 2020-07-29 19:26:14,495 - mmaction - INFO - Epoch [55][2780/3757] lr: 1.000e-03, eta: 3 days, 20:23:59, time: 1.927, data_time: 0.203, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8477, loss_cls: 1.4593, loss: 1.4593, grad_norm: 6.9582 2020-07-29 19:26:53,840 - mmaction - INFO - Epoch [55][2800/3757] lr: 1.000e-03, eta: 3 days, 20:23:20, time: 1.963, data_time: 0.436, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8398, loss_cls: 1.4799, loss: 1.4799, grad_norm: 6.9641 2020-07-29 19:27:33,500 - mmaction - INFO - Epoch [55][2820/3757] lr: 1.000e-03, eta: 3 days, 20:22:41, time: 1.986, data_time: 0.268, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8445, loss_cls: 1.4548, loss: 1.4548, grad_norm: 6.8586 2020-07-29 19:28:12,351 - mmaction - INFO - Epoch [55][2840/3757] lr: 1.000e-03, eta: 3 days, 20:22:02, time: 1.940, data_time: 0.009, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8242, loss_cls: 1.5360, loss: 1.5360, grad_norm: 7.0910 2020-07-29 19:28:51,150 - mmaction - INFO - Epoch [55][2860/3757] lr: 1.000e-03, eta: 3 days, 20:21:22, time: 1.943, data_time: 0.008, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8438, loss_cls: 1.4619, loss: 1.4619, grad_norm: 6.9397 2020-07-29 19:29:33,842 - mmaction - INFO - Epoch [55][2880/3757] lr: 1.000e-03, eta: 3 days, 20:20:46, time: 2.129, data_time: 0.009, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8391, loss_cls: 1.5558, loss: 1.5558, grad_norm: 7.5681 2020-07-29 19:30:13,941 - mmaction - INFO - Epoch [55][2900/3757] lr: 1.000e-03, eta: 3 days, 20:20:08, time: 2.008, data_time: 0.010, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8562, loss_cls: 1.4039, loss: 1.4039, grad_norm: 6.8572 2020-07-29 19:30:52,005 - mmaction - INFO - Epoch [55][2920/3757] lr: 1.000e-03, eta: 3 days, 20:19:28, time: 1.906, data_time: 0.056, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8352, loss_cls: 1.5341, loss: 1.5341, grad_norm: 7.2387 2020-07-29 19:31:29,739 - mmaction - INFO - Epoch [55][2940/3757] lr: 1.000e-03, eta: 3 days, 20:18:47, time: 1.880, data_time: 0.038, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8281, loss_cls: 1.5314, loss: 1.5314, grad_norm: 7.1583 2020-07-29 19:32:09,093 - mmaction - INFO - Epoch [55][2960/3757] lr: 1.000e-03, eta: 3 days, 20:18:09, time: 1.974, data_time: 0.016, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8570, loss_cls: 1.3536, loss: 1.3536, grad_norm: 6.6828 2020-07-29 19:32:50,738 - mmaction - INFO - Epoch [55][2980/3757] lr: 1.000e-03, eta: 3 days, 20:17:31, time: 2.077, data_time: 0.007, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8531, loss_cls: 1.3940, loss: 1.3940, grad_norm: 6.9697 2020-07-29 19:33:28,282 - mmaction - INFO - Epoch [55][3000/3757] lr: 1.000e-03, eta: 3 days, 20:16:51, time: 1.884, data_time: 0.097, memory: 5170, top1_acc: 0.6242, top5_acc: 0.8320, loss_cls: 1.5483, loss: 1.5483, grad_norm: 7.1395 2020-07-29 19:34:09,371 - mmaction - INFO - Epoch [55][3020/3757] lr: 1.000e-03, eta: 3 days, 20:16:14, time: 2.052, data_time: 0.241, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8445, loss_cls: 1.5391, loss: 1.5391, grad_norm: 7.2561 2020-07-29 19:34:49,858 - mmaction - INFO - Epoch [55][3040/3757] lr: 1.000e-03, eta: 3 days, 20:15:36, time: 2.025, data_time: 0.004, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8555, loss_cls: 1.4165, loss: 1.4165, grad_norm: 6.7799 2020-07-29 19:35:29,026 - mmaction - INFO - Epoch [55][3060/3757] lr: 1.000e-03, eta: 3 days, 20:14:56, time: 1.951, data_time: 0.007, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8539, loss_cls: 1.4668, loss: 1.4668, grad_norm: 7.0820 2020-07-29 19:36:07,784 - mmaction - INFO - Epoch [55][3080/3757] lr: 1.000e-03, eta: 3 days, 20:14:17, time: 1.946, data_time: 0.011, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8430, loss_cls: 1.4136, loss: 1.4136, grad_norm: 6.8059 2020-07-29 19:36:44,447 - mmaction - INFO - Epoch [55][3100/3757] lr: 1.000e-03, eta: 3 days, 20:13:36, time: 1.833, data_time: 0.007, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8602, loss_cls: 1.4744, loss: 1.4744, grad_norm: 7.3196 2020-07-29 19:37:23,493 - mmaction - INFO - Epoch [55][3120/3757] lr: 1.000e-03, eta: 3 days, 20:12:57, time: 1.953, data_time: 0.008, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8492, loss_cls: 1.4388, loss: 1.4388, grad_norm: 6.9692 2020-07-29 19:38:02,445 - mmaction - INFO - Epoch [55][3140/3757] lr: 1.000e-03, eta: 3 days, 20:12:17, time: 1.944, data_time: 0.003, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8367, loss_cls: 1.4923, loss: 1.4923, grad_norm: 6.9664 2020-07-29 19:38:43,100 - mmaction - INFO - Epoch [55][3160/3757] lr: 1.000e-03, eta: 3 days, 20:11:39, time: 2.030, data_time: 0.012, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8500, loss_cls: 1.4454, loss: 1.4454, grad_norm: 6.9696 2020-07-29 19:39:24,277 - mmaction - INFO - Epoch [55][3180/3757] lr: 1.000e-03, eta: 3 days, 20:11:02, time: 2.064, data_time: 0.009, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8445, loss_cls: 1.4689, loss: 1.4689, grad_norm: 6.8385 2020-07-29 19:40:01,477 - mmaction - INFO - Epoch [55][3200/3757] lr: 1.000e-03, eta: 3 days, 20:10:21, time: 1.857, data_time: 0.008, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8398, loss_cls: 1.4959, loss: 1.4959, grad_norm: 7.1615 2020-07-29 19:40:42,924 - mmaction - INFO - Epoch [55][3220/3757] lr: 1.000e-03, eta: 3 days, 20:09:44, time: 2.070, data_time: 0.014, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8328, loss_cls: 1.4881, loss: 1.4881, grad_norm: 7.1237 2020-07-29 19:41:20,774 - mmaction - INFO - Epoch [55][3240/3757] lr: 1.000e-03, eta: 3 days, 20:09:04, time: 1.897, data_time: 0.013, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8398, loss_cls: 1.4894, loss: 1.4894, grad_norm: 7.0261 2020-07-29 19:41:59,067 - mmaction - INFO - Epoch [55][3260/3757] lr: 1.000e-03, eta: 3 days, 20:08:24, time: 1.914, data_time: 0.239, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8523, loss_cls: 1.3873, loss: 1.3873, grad_norm: 6.7408 2020-07-29 19:42:38,297 - mmaction - INFO - Epoch [55][3280/3757] lr: 1.000e-03, eta: 3 days, 20:07:45, time: 1.964, data_time: 0.284, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8617, loss_cls: 1.4106, loss: 1.4106, grad_norm: 6.8371 2020-07-29 19:43:16,407 - mmaction - INFO - Epoch [55][3300/3757] lr: 1.000e-03, eta: 3 days, 20:07:05, time: 1.906, data_time: 0.099, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8258, loss_cls: 1.4947, loss: 1.4947, grad_norm: 6.8951 2020-07-29 19:43:52,222 - mmaction - INFO - Epoch [55][3320/3757] lr: 1.000e-03, eta: 3 days, 20:06:23, time: 1.791, data_time: 0.296, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8594, loss_cls: 1.4100, loss: 1.4100, grad_norm: 6.7820 2020-07-29 19:44:34,176 - mmaction - INFO - Epoch [55][3340/3757] lr: 1.000e-03, eta: 3 days, 20:05:46, time: 2.090, data_time: 0.239, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8359, loss_cls: 1.4836, loss: 1.4836, grad_norm: 7.0962 2020-07-29 19:45:12,826 - mmaction - INFO - Epoch [55][3360/3757] lr: 1.000e-03, eta: 3 days, 20:05:07, time: 1.936, data_time: 0.214, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8250, loss_cls: 1.5265, loss: 1.5265, grad_norm: 6.8936 2020-07-29 19:45:52,338 - mmaction - INFO - Epoch [55][3380/3757] lr: 1.000e-03, eta: 3 days, 20:04:28, time: 1.979, data_time: 0.076, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8453, loss_cls: 1.4529, loss: 1.4529, grad_norm: 6.9898 2020-07-29 19:46:27,835 - mmaction - INFO - Epoch [55][3400/3757] lr: 1.000e-03, eta: 3 days, 20:03:46, time: 1.767, data_time: 0.034, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8594, loss_cls: 1.4016, loss: 1.4016, grad_norm: 6.9355 2020-07-29 19:47:05,736 - mmaction - INFO - Epoch [55][3420/3757] lr: 1.000e-03, eta: 3 days, 20:03:06, time: 1.903, data_time: 0.032, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8508, loss_cls: 1.4549, loss: 1.4549, grad_norm: 6.9981 2020-07-29 19:47:46,129 - mmaction - INFO - Epoch [55][3440/3757] lr: 1.000e-03, eta: 3 days, 20:02:28, time: 2.012, data_time: 0.017, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8336, loss_cls: 1.5272, loss: 1.5272, grad_norm: 7.1613 2020-07-29 19:48:28,472 - mmaction - INFO - Epoch [55][3460/3757] lr: 1.000e-03, eta: 3 days, 20:01:51, time: 2.122, data_time: 0.011, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8438, loss_cls: 1.4203, loss: 1.4203, grad_norm: 6.9906 2020-07-29 19:49:07,126 - mmaction - INFO - Epoch [55][3480/3757] lr: 1.000e-03, eta: 3 days, 20:01:12, time: 1.936, data_time: 0.010, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8469, loss_cls: 1.5180, loss: 1.5180, grad_norm: 7.0430 2020-07-29 19:49:41,577 - mmaction - INFO - Epoch [55][3500/3757] lr: 1.000e-03, eta: 3 days, 20:00:29, time: 1.722, data_time: 0.003, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8500, loss_cls: 1.4945, loss: 1.4945, grad_norm: 7.1947 2020-07-29 19:50:17,919 - mmaction - INFO - Epoch [55][3520/3757] lr: 1.000e-03, eta: 3 days, 19:59:47, time: 1.813, data_time: 0.076, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8414, loss_cls: 1.4489, loss: 1.4489, grad_norm: 6.9139 2020-07-29 19:50:59,265 - mmaction - INFO - Epoch [55][3540/3757] lr: 1.000e-03, eta: 3 days, 19:59:10, time: 2.070, data_time: 1.119, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8430, loss_cls: 1.4661, loss: 1.4661, grad_norm: 6.9705 2020-07-29 19:51:37,991 - mmaction - INFO - Epoch [55][3560/3757] lr: 1.000e-03, eta: 3 days, 19:58:31, time: 1.933, data_time: 0.268, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8430, loss_cls: 1.4683, loss: 1.4683, grad_norm: 6.9772 2020-07-29 19:52:17,927 - mmaction - INFO - Epoch [55][3580/3757] lr: 1.000e-03, eta: 3 days, 19:57:52, time: 2.002, data_time: 0.539, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8508, loss_cls: 1.4342, loss: 1.4342, grad_norm: 7.0300 2020-07-29 19:52:54,819 - mmaction - INFO - Epoch [55][3600/3757] lr: 1.000e-03, eta: 3 days, 19:57:11, time: 1.838, data_time: 0.477, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8500, loss_cls: 1.4347, loss: 1.4347, grad_norm: 7.1407 2020-07-29 19:53:33,921 - mmaction - INFO - Epoch [55][3620/3757] lr: 1.000e-03, eta: 3 days, 19:56:32, time: 1.962, data_time: 0.011, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8336, loss_cls: 1.5041, loss: 1.5041, grad_norm: 6.9350 2020-07-29 19:54:13,822 - mmaction - INFO - Epoch [55][3640/3757] lr: 1.000e-03, eta: 3 days, 19:55:54, time: 1.986, data_time: 0.009, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.3070, loss: 1.3070, grad_norm: 6.7666 2020-07-29 19:54:52,348 - mmaction - INFO - Epoch [55][3660/3757] lr: 1.000e-03, eta: 3 days, 19:55:14, time: 1.937, data_time: 0.012, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8367, loss_cls: 1.4829, loss: 1.4829, grad_norm: 6.9103 2020-07-29 19:55:31,593 - mmaction - INFO - Epoch [55][3680/3757] lr: 1.000e-03, eta: 3 days, 19:54:35, time: 1.962, data_time: 0.008, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8664, loss_cls: 1.3925, loss: 1.3925, grad_norm: 6.8992 2020-07-29 19:56:09,949 - mmaction - INFO - Epoch [55][3700/3757] lr: 1.000e-03, eta: 3 days, 19:53:55, time: 1.918, data_time: 0.003, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8430, loss_cls: 1.4698, loss: 1.4698, grad_norm: 6.9794 2020-07-29 19:56:52,883 - mmaction - INFO - Epoch [55][3720/3757] lr: 1.000e-03, eta: 3 days, 19:53:19, time: 2.145, data_time: 0.008, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8344, loss_cls: 1.4466, loss: 1.4466, grad_norm: 6.8583 2020-07-29 19:57:31,248 - mmaction - INFO - Epoch [55][3740/3757] lr: 1.000e-03, eta: 3 days, 19:52:40, time: 1.920, data_time: 0.004, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8594, loss_cls: 1.3827, loss: 1.3827, grad_norm: 6.9448 2020-07-29 19:57:55,942 - mmaction - INFO - Saving checkpoint at 55 epochs 2020-07-29 19:58:52,494 - mmaction - INFO - Epoch [56][20/3757] lr: 1.000e-03, eta: 3 days, 19:51:13, time: 2.763, data_time: 1.408, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8531, loss_cls: 1.4313, loss: 1.4313, grad_norm: 7.0014 2020-07-29 19:59:34,439 - mmaction - INFO - Epoch [56][40/3757] lr: 1.000e-03, eta: 3 days, 19:50:36, time: 2.093, data_time: 0.775, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8664, loss_cls: 1.3694, loss: 1.3694, grad_norm: 6.9365 2020-07-29 20:00:11,226 - mmaction - INFO - Epoch [56][60/3757] lr: 1.000e-03, eta: 3 days, 19:49:55, time: 1.833, data_time: 0.009, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8508, loss_cls: 1.4729, loss: 1.4729, grad_norm: 7.1093 2020-07-29 20:00:54,204 - mmaction - INFO - Epoch [56][80/3757] lr: 1.000e-03, eta: 3 days, 19:49:19, time: 2.160, data_time: 0.083, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8422, loss_cls: 1.4338, loss: 1.4338, grad_norm: 6.7702 2020-07-29 20:01:29,864 - mmaction - INFO - Epoch [56][100/3757] lr: 1.000e-03, eta: 3 days, 19:48:37, time: 1.779, data_time: 0.263, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8539, loss_cls: 1.4003, loss: 1.4003, grad_norm: 6.9327 2020-07-29 20:02:11,056 - mmaction - INFO - Epoch [56][120/3757] lr: 1.000e-03, eta: 3 days, 19:48:00, time: 2.056, data_time: 1.233, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8664, loss_cls: 1.3650, loss: 1.3650, grad_norm: 6.7553 2020-07-29 20:02:47,048 - mmaction - INFO - Epoch [56][140/3757] lr: 1.000e-03, eta: 3 days, 19:47:18, time: 1.806, data_time: 1.200, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8500, loss_cls: 1.4458, loss: 1.4458, grad_norm: 6.7678 2020-07-29 20:03:28,578 - mmaction - INFO - Epoch [56][160/3757] lr: 1.000e-03, eta: 3 days, 19:46:41, time: 2.077, data_time: 0.262, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8406, loss_cls: 1.4938, loss: 1.4938, grad_norm: 6.9310 2020-07-29 20:04:06,558 - mmaction - INFO - Epoch [56][180/3757] lr: 1.000e-03, eta: 3 days, 19:46:01, time: 1.893, data_time: 0.118, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8406, loss_cls: 1.4818, loss: 1.4818, grad_norm: 7.2918 2020-07-29 20:04:47,609 - mmaction - INFO - Epoch [56][200/3757] lr: 1.000e-03, eta: 3 days, 19:45:23, time: 2.052, data_time: 0.065, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8633, loss_cls: 1.3452, loss: 1.3452, grad_norm: 6.5537 2020-07-29 20:05:25,461 - mmaction - INFO - Epoch [56][220/3757] lr: 1.000e-03, eta: 3 days, 19:44:43, time: 1.892, data_time: 0.010, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8664, loss_cls: 1.3488, loss: 1.3488, grad_norm: 6.8459 2020-07-29 20:06:01,459 - mmaction - INFO - Epoch [56][240/3757] lr: 1.000e-03, eta: 3 days, 19:44:02, time: 1.806, data_time: 0.009, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8547, loss_cls: 1.4160, loss: 1.4160, grad_norm: 7.0032 2020-07-29 20:06:41,107 - mmaction - INFO - Epoch [56][260/3757] lr: 1.000e-03, eta: 3 days, 19:43:23, time: 1.976, data_time: 0.260, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8492, loss_cls: 1.4476, loss: 1.4476, grad_norm: 6.8305 2020-07-29 20:07:18,796 - mmaction - INFO - Epoch [56][280/3757] lr: 1.000e-03, eta: 3 days, 19:42:43, time: 1.890, data_time: 0.375, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8625, loss_cls: 1.4342, loss: 1.4342, grad_norm: 7.0013 2020-07-29 20:07:59,846 - mmaction - INFO - Epoch [56][300/3757] lr: 1.000e-03, eta: 3 days, 19:42:05, time: 2.052, data_time: 0.010, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8547, loss_cls: 1.3834, loss: 1.3834, grad_norm: 6.8809 2020-07-29 20:08:36,019 - mmaction - INFO - Epoch [56][320/3757] lr: 1.000e-03, eta: 3 days, 19:41:24, time: 1.807, data_time: 0.009, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8602, loss_cls: 1.4028, loss: 1.4028, grad_norm: 7.0796 2020-07-29 20:09:16,114 - mmaction - INFO - Epoch [56][340/3757] lr: 1.000e-03, eta: 3 days, 19:40:45, time: 1.999, data_time: 0.017, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3397, loss: 1.3397, grad_norm: 6.7843 2020-07-29 20:09:55,336 - mmaction - INFO - Epoch [56][360/3757] lr: 1.000e-03, eta: 3 days, 19:40:06, time: 1.971, data_time: 0.011, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8469, loss_cls: 1.4449, loss: 1.4449, grad_norm: 6.9593 2020-07-29 20:10:35,271 - mmaction - INFO - Epoch [56][380/3757] lr: 1.000e-03, eta: 3 days, 19:39:28, time: 1.987, data_time: 0.008, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8180, loss_cls: 1.5209, loss: 1.5209, grad_norm: 7.0136 2020-07-29 20:11:15,293 - mmaction - INFO - Epoch [56][400/3757] lr: 1.000e-03, eta: 3 days, 19:38:49, time: 2.010, data_time: 0.012, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8406, loss_cls: 1.4211, loss: 1.4211, grad_norm: 6.8346 2020-07-29 20:11:50,432 - mmaction - INFO - Epoch [56][420/3757] lr: 1.000e-03, eta: 3 days, 19:38:07, time: 1.754, data_time: 0.009, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8500, loss_cls: 1.4719, loss: 1.4719, grad_norm: 7.1707 2020-07-29 20:12:28,887 - mmaction - INFO - Epoch [56][440/3757] lr: 1.000e-03, eta: 3 days, 19:37:27, time: 1.925, data_time: 0.008, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8375, loss_cls: 1.4916, loss: 1.4916, grad_norm: 7.0870 2020-07-29 20:13:08,180 - mmaction - INFO - Epoch [56][460/3757] lr: 1.000e-03, eta: 3 days, 19:36:48, time: 1.966, data_time: 0.007, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8492, loss_cls: 1.4330, loss: 1.4330, grad_norm: 7.0049 2020-07-29 20:13:47,799 - mmaction - INFO - Epoch [56][480/3757] lr: 1.000e-03, eta: 3 days, 19:36:10, time: 1.981, data_time: 0.002, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8570, loss_cls: 1.3987, loss: 1.3987, grad_norm: 7.0706 2020-07-29 20:14:27,080 - mmaction - INFO - Epoch [56][500/3757] lr: 1.000e-03, eta: 3 days, 19:35:31, time: 1.961, data_time: 0.009, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8555, loss_cls: 1.4280, loss: 1.4280, grad_norm: 6.9059 2020-07-29 20:15:08,281 - mmaction - INFO - Epoch [56][520/3757] lr: 1.000e-03, eta: 3 days, 19:34:53, time: 2.062, data_time: 0.008, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8406, loss_cls: 1.4411, loss: 1.4411, grad_norm: 6.9728 2020-07-29 20:15:44,716 - mmaction - INFO - Epoch [56][540/3757] lr: 1.000e-03, eta: 3 days, 19:34:12, time: 1.822, data_time: 0.004, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8430, loss_cls: 1.4550, loss: 1.4550, grad_norm: 7.1046 2020-07-29 20:16:30,314 - mmaction - INFO - Epoch [56][560/3757] lr: 1.000e-03, eta: 3 days, 19:33:38, time: 2.275, data_time: 0.009, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8391, loss_cls: 1.5054, loss: 1.5054, grad_norm: 7.0395 2020-07-29 20:17:05,830 - mmaction - INFO - Epoch [56][580/3757] lr: 1.000e-03, eta: 3 days, 19:32:56, time: 1.780, data_time: 0.063, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8422, loss_cls: 1.5160, loss: 1.5160, grad_norm: 7.2348 2020-07-29 20:17:44,597 - mmaction - INFO - Epoch [56][600/3757] lr: 1.000e-03, eta: 3 days, 19:32:17, time: 1.940, data_time: 0.122, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8469, loss_cls: 1.4111, loss: 1.4111, grad_norm: 6.8800 2020-07-29 20:18:22,876 - mmaction - INFO - Epoch [56][620/3757] lr: 1.000e-03, eta: 3 days, 19:31:37, time: 1.912, data_time: 0.018, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8344, loss_cls: 1.5126, loss: 1.5126, grad_norm: 7.0957 2020-07-29 20:19:05,001 - mmaction - INFO - Epoch [56][640/3757] lr: 1.000e-03, eta: 3 days, 19:31:00, time: 2.107, data_time: 0.005, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8508, loss_cls: 1.4471, loss: 1.4471, grad_norm: 6.9227 2020-07-29 20:19:42,235 - mmaction - INFO - Epoch [56][660/3757] lr: 1.000e-03, eta: 3 days, 19:30:20, time: 1.861, data_time: 0.008, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8445, loss_cls: 1.4594, loss: 1.4594, grad_norm: 6.8725 2020-07-29 20:20:19,454 - mmaction - INFO - Epoch [56][680/3757] lr: 1.000e-03, eta: 3 days, 19:29:39, time: 1.856, data_time: 0.019, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8500, loss_cls: 1.4578, loss: 1.4578, grad_norm: 7.0744 2020-07-29 20:20:58,987 - mmaction - INFO - Epoch [56][700/3757] lr: 1.000e-03, eta: 3 days, 19:29:00, time: 1.983, data_time: 0.037, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3967, loss: 1.3967, grad_norm: 6.9657 2020-07-29 20:21:36,564 - mmaction - INFO - Epoch [56][720/3757] lr: 1.000e-03, eta: 3 days, 19:28:20, time: 1.869, data_time: 0.259, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8477, loss_cls: 1.4448, loss: 1.4448, grad_norm: 7.0758 2020-07-29 20:22:17,628 - mmaction - INFO - Epoch [56][740/3757] lr: 1.000e-03, eta: 3 days, 19:27:42, time: 2.063, data_time: 0.350, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8281, loss_cls: 1.5617, loss: 1.5617, grad_norm: 7.2337 2020-07-29 20:22:58,114 - mmaction - INFO - Epoch [56][760/3757] lr: 1.000e-03, eta: 3 days, 19:27:04, time: 2.020, data_time: 0.003, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8555, loss_cls: 1.4092, loss: 1.4092, grad_norm: 7.0155 2020-07-29 20:23:38,629 - mmaction - INFO - Epoch [56][780/3757] lr: 1.000e-03, eta: 3 days, 19:26:26, time: 2.028, data_time: 0.022, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8320, loss_cls: 1.5286, loss: 1.5286, grad_norm: 6.9972 2020-07-29 20:24:16,620 - mmaction - INFO - Epoch [56][800/3757] lr: 1.000e-03, eta: 3 days, 19:25:46, time: 1.896, data_time: 0.011, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8375, loss_cls: 1.4969, loss: 1.4969, grad_norm: 7.0449 2020-07-29 20:24:57,821 - mmaction - INFO - Epoch [56][820/3757] lr: 1.000e-03, eta: 3 days, 19:25:09, time: 2.063, data_time: 0.009, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8352, loss_cls: 1.4923, loss: 1.4923, grad_norm: 7.1000 2020-07-29 20:25:39,072 - mmaction - INFO - Epoch [56][840/3757] lr: 1.000e-03, eta: 3 days, 19:24:31, time: 2.066, data_time: 0.009, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8523, loss_cls: 1.3853, loss: 1.3853, grad_norm: 6.8015 2020-07-29 20:26:17,731 - mmaction - INFO - Epoch [56][860/3757] lr: 1.000e-03, eta: 3 days, 19:23:52, time: 1.932, data_time: 0.003, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8695, loss_cls: 1.3900, loss: 1.3900, grad_norm: 7.0268 2020-07-29 20:26:56,975 - mmaction - INFO - Epoch [56][880/3757] lr: 1.000e-03, eta: 3 days, 19:23:13, time: 1.959, data_time: 0.006, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.4223, loss: 1.4223, grad_norm: 6.8362 2020-07-29 20:27:36,007 - mmaction - INFO - Epoch [56][900/3757] lr: 1.000e-03, eta: 3 days, 19:22:34, time: 1.953, data_time: 0.020, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8430, loss_cls: 1.4925, loss: 1.4925, grad_norm: 7.2691 2020-07-29 20:28:13,123 - mmaction - INFO - Epoch [56][920/3757] lr: 1.000e-03, eta: 3 days, 19:21:53, time: 1.852, data_time: 0.041, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8164, loss_cls: 1.5761, loss: 1.5761, grad_norm: 7.2461 2020-07-29 20:28:52,291 - mmaction - INFO - Epoch [56][940/3757] lr: 1.000e-03, eta: 3 days, 19:21:14, time: 1.965, data_time: 0.056, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8422, loss_cls: 1.4657, loss: 1.4657, grad_norm: 7.0871 2020-07-29 20:29:31,649 - mmaction - INFO - Epoch [56][960/3757] lr: 1.000e-03, eta: 3 days, 19:20:35, time: 1.961, data_time: 0.008, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8438, loss_cls: 1.4505, loss: 1.4505, grad_norm: 7.0200 2020-07-29 20:30:09,874 - mmaction - INFO - Epoch [56][980/3757] lr: 1.000e-03, eta: 3 days, 19:19:55, time: 1.916, data_time: 0.010, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8680, loss_cls: 1.3379, loss: 1.3379, grad_norm: 6.9037 2020-07-29 20:30:46,867 - mmaction - INFO - Epoch [56][1000/3757] lr: 1.000e-03, eta: 3 days, 19:19:14, time: 1.846, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8484, loss_cls: 1.4072, loss: 1.4072, grad_norm: 6.8927 2020-07-29 20:31:24,253 - mmaction - INFO - Epoch [56][1020/3757] lr: 1.000e-03, eta: 3 days, 19:18:34, time: 1.875, data_time: 0.011, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8484, loss_cls: 1.4265, loss: 1.4265, grad_norm: 7.0021 2020-07-29 20:32:06,655 - mmaction - INFO - Epoch [56][1040/3757] lr: 1.000e-03, eta: 3 days, 19:17:57, time: 2.119, data_time: 0.007, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8578, loss_cls: 1.3775, loss: 1.3775, grad_norm: 7.0482 2020-07-29 20:32:45,667 - mmaction - INFO - Epoch [56][1060/3757] lr: 1.000e-03, eta: 3 days, 19:17:18, time: 1.950, data_time: 0.003, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8531, loss_cls: 1.4188, loss: 1.4188, grad_norm: 6.9339 2020-07-29 20:33:22,427 - mmaction - INFO - Epoch [56][1080/3757] lr: 1.000e-03, eta: 3 days, 19:16:37, time: 1.839, data_time: 0.031, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8500, loss_cls: 1.4116, loss: 1.4116, grad_norm: 6.8803 2020-07-29 20:33:59,172 - mmaction - INFO - Epoch [56][1100/3757] lr: 1.000e-03, eta: 3 days, 19:15:56, time: 1.833, data_time: 0.347, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8461, loss_cls: 1.4290, loss: 1.4290, grad_norm: 6.8664 2020-07-29 20:34:37,437 - mmaction - INFO - Epoch [56][1120/3757] lr: 1.000e-03, eta: 3 days, 19:15:16, time: 1.916, data_time: 0.355, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8617, loss_cls: 1.3725, loss: 1.3725, grad_norm: 6.7740 2020-07-29 20:35:18,693 - mmaction - INFO - Epoch [56][1140/3757] lr: 1.000e-03, eta: 3 days, 19:14:39, time: 2.059, data_time: 0.010, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8625, loss_cls: 1.3560, loss: 1.3560, grad_norm: 6.8593 2020-07-29 20:35:55,762 - mmaction - INFO - Epoch [56][1160/3757] lr: 1.000e-03, eta: 3 days, 19:13:58, time: 1.848, data_time: 0.144, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8492, loss_cls: 1.4890, loss: 1.4890, grad_norm: 7.1865 2020-07-29 20:36:38,886 - mmaction - INFO - Epoch [56][1180/3757] lr: 1.000e-03, eta: 3 days, 19:13:22, time: 2.166, data_time: 0.183, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8578, loss_cls: 1.4232, loss: 1.4232, grad_norm: 7.1697 2020-07-29 20:37:18,223 - mmaction - INFO - Epoch [56][1200/3757] lr: 1.000e-03, eta: 3 days, 19:12:43, time: 1.967, data_time: 0.591, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8375, loss_cls: 1.4133, loss: 1.4133, grad_norm: 6.9399 2020-07-29 20:37:54,470 - mmaction - INFO - Epoch [56][1220/3757] lr: 1.000e-03, eta: 3 days, 19:12:02, time: 1.811, data_time: 0.177, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8250, loss_cls: 1.5187, loss: 1.5187, grad_norm: 7.2762 2020-07-29 20:38:34,502 - mmaction - INFO - Epoch [56][1240/3757] lr: 1.000e-03, eta: 3 days, 19:11:23, time: 2.002, data_time: 0.734, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8516, loss_cls: 1.4123, loss: 1.4123, grad_norm: 6.9207 2020-07-29 20:39:14,308 - mmaction - INFO - Epoch [56][1260/3757] lr: 1.000e-03, eta: 3 days, 19:10:45, time: 1.991, data_time: 0.858, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8539, loss_cls: 1.4429, loss: 1.4429, grad_norm: 6.9973 2020-07-29 20:39:53,342 - mmaction - INFO - Epoch [56][1280/3757] lr: 1.000e-03, eta: 3 days, 19:10:05, time: 1.948, data_time: 0.626, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8508, loss_cls: 1.4654, loss: 1.4654, grad_norm: 7.0446 2020-07-29 20:40:32,546 - mmaction - INFO - Epoch [56][1300/3757] lr: 1.000e-03, eta: 3 days, 19:09:26, time: 1.964, data_time: 0.387, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8438, loss_cls: 1.4859, loss: 1.4859, grad_norm: 7.1176 2020-07-29 20:41:13,574 - mmaction - INFO - Epoch [56][1320/3757] lr: 1.000e-03, eta: 3 days, 19:08:49, time: 2.048, data_time: 0.074, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8492, loss_cls: 1.4201, loss: 1.4201, grad_norm: 6.8050 2020-07-29 20:41:51,123 - mmaction - INFO - Epoch [56][1340/3757] lr: 1.000e-03, eta: 3 days, 19:08:08, time: 1.880, data_time: 0.009, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8547, loss_cls: 1.4320, loss: 1.4320, grad_norm: 6.9121 2020-07-29 20:42:28,816 - mmaction - INFO - Epoch [56][1360/3757] lr: 1.000e-03, eta: 3 days, 19:07:28, time: 1.876, data_time: 0.009, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8477, loss_cls: 1.4621, loss: 1.4621, grad_norm: 6.9815 2020-07-29 20:43:10,224 - mmaction - INFO - Epoch [56][1380/3757] lr: 1.000e-03, eta: 3 days, 19:06:51, time: 2.074, data_time: 0.011, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8516, loss_cls: 1.3682, loss: 1.3682, grad_norm: 6.9875 2020-07-29 20:43:49,530 - mmaction - INFO - Epoch [56][1400/3757] lr: 1.000e-03, eta: 3 days, 19:06:12, time: 1.969, data_time: 0.009, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8469, loss_cls: 1.4710, loss: 1.4710, grad_norm: 7.2084 2020-07-29 20:44:30,731 - mmaction - INFO - Epoch [56][1420/3757] lr: 1.000e-03, eta: 3 days, 19:05:34, time: 2.053, data_time: 0.010, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.4417, loss: 1.4417, grad_norm: 6.9681 2020-07-29 20:45:10,221 - mmaction - INFO - Epoch [56][1440/3757] lr: 1.000e-03, eta: 3 days, 19:04:55, time: 1.973, data_time: 0.011, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8422, loss_cls: 1.4777, loss: 1.4777, grad_norm: 7.1467 2020-07-29 20:45:47,839 - mmaction - INFO - Epoch [56][1460/3757] lr: 1.000e-03, eta: 3 days, 19:04:15, time: 1.890, data_time: 0.012, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8406, loss_cls: 1.4818, loss: 1.4818, grad_norm: 7.2228 2020-07-29 20:46:27,506 - mmaction - INFO - Epoch [56][1480/3757] lr: 1.000e-03, eta: 3 days, 19:03:36, time: 1.974, data_time: 0.007, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8383, loss_cls: 1.4901, loss: 1.4901, grad_norm: 6.9649 2020-07-29 20:47:08,076 - mmaction - INFO - Epoch [56][1500/3757] lr: 1.000e-03, eta: 3 days, 19:02:58, time: 2.033, data_time: 0.020, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8367, loss_cls: 1.4702, loss: 1.4702, grad_norm: 6.8804 2020-07-29 20:47:46,533 - mmaction - INFO - Epoch [56][1520/3757] lr: 1.000e-03, eta: 3 days, 19:02:19, time: 1.924, data_time: 0.029, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8594, loss_cls: 1.4200, loss: 1.4200, grad_norm: 6.8932 2020-07-29 20:48:22,434 - mmaction - INFO - Epoch [56][1540/3757] lr: 1.000e-03, eta: 3 days, 19:01:37, time: 1.798, data_time: 0.009, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8453, loss_cls: 1.4822, loss: 1.4822, grad_norm: 7.1014 2020-07-29 20:49:03,045 - mmaction - INFO - Epoch [56][1560/3757] lr: 1.000e-03, eta: 3 days, 19:00:59, time: 2.023, data_time: 0.006, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8562, loss_cls: 1.4596, loss: 1.4596, grad_norm: 7.0193 2020-07-29 20:49:42,506 - mmaction - INFO - Epoch [56][1580/3757] lr: 1.000e-03, eta: 3 days, 19:00:20, time: 1.980, data_time: 0.010, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8469, loss_cls: 1.4964, loss: 1.4964, grad_norm: 7.1566 2020-07-29 20:50:19,958 - mmaction - INFO - Epoch [56][1600/3757] lr: 1.000e-03, eta: 3 days, 18:59:40, time: 1.872, data_time: 0.011, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8422, loss_cls: 1.4513, loss: 1.4513, grad_norm: 6.9827 2020-07-29 20:50:58,468 - mmaction - INFO - Epoch [56][1620/3757] lr: 1.000e-03, eta: 3 days, 18:59:00, time: 1.924, data_time: 0.003, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8344, loss_cls: 1.4487, loss: 1.4487, grad_norm: 7.0819 2020-07-29 20:51:39,110 - mmaction - INFO - Epoch [56][1640/3757] lr: 1.000e-03, eta: 3 days, 18:58:22, time: 2.031, data_time: 0.070, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8297, loss_cls: 1.5271, loss: 1.5271, grad_norm: 7.2651 2020-07-29 20:52:16,671 - mmaction - INFO - Epoch [56][1660/3757] lr: 1.000e-03, eta: 3 days, 18:57:42, time: 1.873, data_time: 0.008, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8438, loss_cls: 1.4455, loss: 1.4455, grad_norm: 7.0398 2020-07-29 20:52:56,626 - mmaction - INFO - Epoch [56][1680/3757] lr: 1.000e-03, eta: 3 days, 18:57:04, time: 2.005, data_time: 0.010, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8313, loss_cls: 1.4819, loss: 1.4819, grad_norm: 6.9286 2020-07-29 20:53:34,991 - mmaction - INFO - Epoch [56][1700/3757] lr: 1.000e-03, eta: 3 days, 18:56:24, time: 1.918, data_time: 0.010, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8555, loss_cls: 1.4129, loss: 1.4129, grad_norm: 7.0470 2020-07-29 20:54:16,563 - mmaction - INFO - Epoch [56][1720/3757] lr: 1.000e-03, eta: 3 days, 18:55:47, time: 2.079, data_time: 0.003, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8367, loss_cls: 1.5007, loss: 1.5007, grad_norm: 6.9715 2020-07-29 20:54:51,613 - mmaction - INFO - Epoch [56][1740/3757] lr: 1.000e-03, eta: 3 days, 18:55:04, time: 1.752, data_time: 0.003, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8633, loss_cls: 1.4548, loss: 1.4548, grad_norm: 7.1879 2020-07-29 20:55:30,274 - mmaction - INFO - Epoch [56][1760/3757] lr: 1.000e-03, eta: 3 days, 18:54:25, time: 1.927, data_time: 0.297, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8539, loss_cls: 1.4056, loss: 1.4056, grad_norm: 7.2744 2020-07-29 20:56:11,608 - mmaction - INFO - Epoch [56][1780/3757] lr: 1.000e-03, eta: 3 days, 18:53:47, time: 2.073, data_time: 0.009, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8539, loss_cls: 1.4585, loss: 1.4585, grad_norm: 7.4734 2020-07-29 20:56:53,109 - mmaction - INFO - Epoch [56][1800/3757] lr: 1.000e-03, eta: 3 days, 18:53:10, time: 2.075, data_time: 0.008, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8469, loss_cls: 1.4401, loss: 1.4401, grad_norm: 7.0634 2020-07-29 20:57:29,606 - mmaction - INFO - Epoch [56][1820/3757] lr: 1.000e-03, eta: 3 days, 18:52:29, time: 1.817, data_time: 0.003, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8344, loss_cls: 1.5125, loss: 1.5125, grad_norm: 7.1955 2020-07-29 20:58:07,989 - mmaction - INFO - Epoch [56][1840/3757] lr: 1.000e-03, eta: 3 days, 18:51:49, time: 1.925, data_time: 0.010, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8523, loss_cls: 1.3840, loss: 1.3840, grad_norm: 6.9432 2020-07-29 20:58:46,121 - mmaction - INFO - Epoch [56][1860/3757] lr: 1.000e-03, eta: 3 days, 18:51:09, time: 1.901, data_time: 0.139, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8430, loss_cls: 1.4378, loss: 1.4378, grad_norm: 7.0598 2020-07-29 20:59:22,427 - mmaction - INFO - Epoch [56][1880/3757] lr: 1.000e-03, eta: 3 days, 18:50:28, time: 1.822, data_time: 0.053, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8594, loss_cls: 1.3606, loss: 1.3606, grad_norm: 6.6974 2020-07-29 21:00:00,675 - mmaction - INFO - Epoch [56][1900/3757] lr: 1.000e-03, eta: 3 days, 18:49:48, time: 1.912, data_time: 0.065, memory: 5170, top1_acc: 0.6219, top5_acc: 0.8336, loss_cls: 1.5601, loss: 1.5601, grad_norm: 7.4972 2020-07-29 21:00:44,587 - mmaction - INFO - Epoch [56][1920/3757] lr: 1.000e-03, eta: 3 days, 18:49:12, time: 2.145, data_time: 0.010, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8617, loss_cls: 1.3780, loss: 1.3780, grad_norm: 6.9317 2020-07-29 21:01:24,848 - mmaction - INFO - Epoch [56][1940/3757] lr: 1.000e-03, eta: 3 days, 18:48:35, time: 2.063, data_time: 0.068, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8313, loss_cls: 1.4948, loss: 1.4948, grad_norm: 7.2613 2020-07-29 21:02:04,926 - mmaction - INFO - Epoch [56][1960/3757] lr: 1.000e-03, eta: 3 days, 18:47:56, time: 1.997, data_time: 0.004, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8523, loss_cls: 1.3386, loss: 1.3386, grad_norm: 6.7544 2020-07-29 21:02:42,071 - mmaction - INFO - Epoch [56][1980/3757] lr: 1.000e-03, eta: 3 days, 18:47:16, time: 1.862, data_time: 0.011, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8531, loss_cls: 1.4108, loss: 1.4108, grad_norm: 7.0341 2020-07-29 21:03:17,249 - mmaction - INFO - Epoch [56][2000/3757] lr: 1.000e-03, eta: 3 days, 18:46:33, time: 1.762, data_time: 0.056, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8555, loss_cls: 1.4018, loss: 1.4018, grad_norm: 7.0524 2020-07-29 21:03:56,090 - mmaction - INFO - Epoch [56][2020/3757] lr: 1.000e-03, eta: 3 days, 18:45:54, time: 1.934, data_time: 0.314, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8297, loss_cls: 1.5041, loss: 1.5041, grad_norm: 7.2357 2020-07-29 21:04:35,103 - mmaction - INFO - Epoch [56][2040/3757] lr: 1.000e-03, eta: 3 days, 18:45:15, time: 1.958, data_time: 0.077, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8391, loss_cls: 1.4987, loss: 1.4987, grad_norm: 7.0696 2020-07-29 21:05:14,501 - mmaction - INFO - Epoch [56][2060/3757] lr: 1.000e-03, eta: 3 days, 18:44:36, time: 1.964, data_time: 0.009, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8547, loss_cls: 1.3936, loss: 1.3936, grad_norm: 6.8519 2020-07-29 21:05:52,204 - mmaction - INFO - Epoch [56][2080/3757] lr: 1.000e-03, eta: 3 days, 18:43:56, time: 1.890, data_time: 0.320, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8484, loss_cls: 1.4274, loss: 1.4274, grad_norm: 6.9459 2020-07-29 21:06:32,977 - mmaction - INFO - Epoch [56][2100/3757] lr: 1.000e-03, eta: 3 days, 18:43:18, time: 2.034, data_time: 0.509, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8672, loss_cls: 1.3864, loss: 1.3864, grad_norm: 6.9248 2020-07-29 21:07:11,724 - mmaction - INFO - Epoch [56][2120/3757] lr: 1.000e-03, eta: 3 days, 18:42:38, time: 1.943, data_time: 0.103, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8516, loss_cls: 1.4429, loss: 1.4429, grad_norm: 7.0805 2020-07-29 21:07:49,690 - mmaction - INFO - Epoch [56][2140/3757] lr: 1.000e-03, eta: 3 days, 18:41:58, time: 1.895, data_time: 0.080, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8484, loss_cls: 1.4559, loss: 1.4559, grad_norm: 6.8875 2020-07-29 21:08:23,427 - mmaction - INFO - Epoch [56][2160/3757] lr: 1.000e-03, eta: 3 days, 18:41:15, time: 1.690, data_time: 0.007, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8672, loss_cls: 1.3247, loss: 1.3247, grad_norm: 6.7034 2020-07-29 21:09:04,481 - mmaction - INFO - Epoch [56][2180/3757] lr: 1.000e-03, eta: 3 days, 18:40:37, time: 2.044, data_time: 0.007, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8586, loss_cls: 1.3585, loss: 1.3585, grad_norm: 6.5598 2020-07-29 21:09:43,801 - mmaction - INFO - Epoch [56][2200/3757] lr: 1.000e-03, eta: 3 days, 18:39:58, time: 1.975, data_time: 0.382, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8477, loss_cls: 1.4583, loss: 1.4583, grad_norm: 6.8952 2020-07-29 21:10:26,146 - mmaction - INFO - Epoch [56][2220/3757] lr: 1.000e-03, eta: 3 days, 18:39:22, time: 2.117, data_time: 0.013, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8352, loss_cls: 1.5098, loss: 1.5098, grad_norm: 7.1996 2020-07-29 21:11:01,377 - mmaction - INFO - Epoch [56][2240/3757] lr: 1.000e-03, eta: 3 days, 18:38:40, time: 1.760, data_time: 0.064, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8594, loss_cls: 1.3658, loss: 1.3658, grad_norm: 6.8776 2020-07-29 21:11:43,903 - mmaction - INFO - Epoch [56][2260/3757] lr: 1.000e-03, eta: 3 days, 18:38:03, time: 2.126, data_time: 0.676, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8414, loss_cls: 1.4257, loss: 1.4257, grad_norm: 6.8117 2020-07-29 21:12:22,439 - mmaction - INFO - Epoch [56][2280/3757] lr: 1.000e-03, eta: 3 days, 18:37:24, time: 1.920, data_time: 0.255, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8414, loss_cls: 1.4306, loss: 1.4306, grad_norm: 6.9292 2020-07-29 21:12:59,102 - mmaction - INFO - Epoch [56][2300/3757] lr: 1.000e-03, eta: 3 days, 18:36:43, time: 1.840, data_time: 0.011, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8453, loss_cls: 1.4571, loss: 1.4571, grad_norm: 7.0428 2020-07-29 21:13:37,915 - mmaction - INFO - Epoch [56][2320/3757] lr: 1.000e-03, eta: 3 days, 18:36:03, time: 1.941, data_time: 0.255, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8461, loss_cls: 1.4804, loss: 1.4804, grad_norm: 7.2981 2020-07-29 21:14:18,041 - mmaction - INFO - Epoch [56][2340/3757] lr: 1.000e-03, eta: 3 days, 18:35:25, time: 2.003, data_time: 0.130, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8516, loss_cls: 1.4426, loss: 1.4426, grad_norm: 7.1330 2020-07-29 21:14:55,325 - mmaction - INFO - Epoch [56][2360/3757] lr: 1.000e-03, eta: 3 days, 18:34:44, time: 1.868, data_time: 0.008, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8414, loss_cls: 1.4352, loss: 1.4352, grad_norm: 7.0196 2020-07-29 21:15:35,165 - mmaction - INFO - Epoch [56][2380/3757] lr: 1.000e-03, eta: 3 days, 18:34:06, time: 1.986, data_time: 0.014, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8594, loss_cls: 1.3683, loss: 1.3683, grad_norm: 6.7717 2020-07-29 21:16:16,139 - mmaction - INFO - Epoch [56][2400/3757] lr: 1.000e-03, eta: 3 days, 18:33:28, time: 2.050, data_time: 0.209, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8438, loss_cls: 1.4149, loss: 1.4149, grad_norm: 7.0153 2020-07-29 21:16:53,888 - mmaction - INFO - Epoch [56][2420/3757] lr: 1.000e-03, eta: 3 days, 18:32:48, time: 1.892, data_time: 0.017, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8492, loss_cls: 1.4170, loss: 1.4170, grad_norm: 6.9524 2020-07-29 21:17:33,860 - mmaction - INFO - Epoch [56][2440/3757] lr: 1.000e-03, eta: 3 days, 18:32:09, time: 1.996, data_time: 0.202, memory: 5170, top1_acc: 0.6250, top5_acc: 0.8445, loss_cls: 1.4840, loss: 1.4840, grad_norm: 7.0117 2020-07-29 21:18:12,329 - mmaction - INFO - Epoch [56][2460/3757] lr: 1.000e-03, eta: 3 days, 18:31:30, time: 1.928, data_time: 0.036, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8406, loss_cls: 1.4946, loss: 1.4946, grad_norm: 7.2637 2020-07-29 21:18:52,461 - mmaction - INFO - Epoch [56][2480/3757] lr: 1.000e-03, eta: 3 days, 18:30:51, time: 2.006, data_time: 0.002, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8484, loss_cls: 1.4311, loss: 1.4311, grad_norm: 6.8685 2020-07-29 21:19:35,675 - mmaction - INFO - Epoch [56][2500/3757] lr: 1.000e-03, eta: 3 days, 18:30:16, time: 2.156, data_time: 0.009, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8500, loss_cls: 1.3945, loss: 1.3945, grad_norm: 6.9608 2020-07-29 21:20:11,346 - mmaction - INFO - Epoch [56][2520/3757] lr: 1.000e-03, eta: 3 days, 18:29:34, time: 1.788, data_time: 0.008, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8594, loss_cls: 1.4204, loss: 1.4204, grad_norm: 6.9060 2020-07-29 21:20:49,616 - mmaction - INFO - Epoch [56][2540/3757] lr: 1.000e-03, eta: 3 days, 18:28:54, time: 1.913, data_time: 0.449, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8336, loss_cls: 1.5256, loss: 1.5256, grad_norm: 7.0404 2020-07-29 21:21:29,015 - mmaction - INFO - Epoch [56][2560/3757] lr: 1.000e-03, eta: 3 days, 18:28:15, time: 1.963, data_time: 0.396, memory: 5170, top1_acc: 0.6102, top5_acc: 0.8484, loss_cls: 1.5417, loss: 1.5417, grad_norm: 7.3092 2020-07-29 21:22:08,562 - mmaction - INFO - Epoch [56][2580/3757] lr: 1.000e-03, eta: 3 days, 18:27:36, time: 1.977, data_time: 0.019, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8477, loss_cls: 1.3976, loss: 1.3976, grad_norm: 6.8904 2020-07-29 21:22:47,481 - mmaction - INFO - Epoch [56][2600/3757] lr: 1.000e-03, eta: 3 days, 18:26:57, time: 1.947, data_time: 0.107, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8586, loss_cls: 1.3519, loss: 1.3519, grad_norm: 6.7880 2020-07-29 21:23:23,176 - mmaction - INFO - Epoch [56][2620/3757] lr: 1.000e-03, eta: 3 days, 18:26:15, time: 1.783, data_time: 0.482, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8523, loss_cls: 1.4438, loss: 1.4438, grad_norm: 6.9932 2020-07-29 21:24:01,192 - mmaction - INFO - Epoch [56][2640/3757] lr: 1.000e-03, eta: 3 days, 18:25:35, time: 1.908, data_time: 0.326, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8406, loss_cls: 1.4361, loss: 1.4361, grad_norm: 6.9643 2020-07-29 21:24:40,237 - mmaction - INFO - Epoch [56][2660/3757] lr: 1.000e-03, eta: 3 days, 18:24:56, time: 1.946, data_time: 0.008, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8508, loss_cls: 1.4670, loss: 1.4670, grad_norm: 7.1710 2020-07-29 21:25:16,198 - mmaction - INFO - Epoch [56][2680/3757] lr: 1.000e-03, eta: 3 days, 18:24:14, time: 1.804, data_time: 0.012, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8492, loss_cls: 1.4390, loss: 1.4390, grad_norm: 7.0309 2020-07-29 21:25:54,545 - mmaction - INFO - Epoch [56][2700/3757] lr: 1.000e-03, eta: 3 days, 18:23:35, time: 1.918, data_time: 0.046, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8547, loss_cls: 1.4605, loss: 1.4605, grad_norm: 7.3666 2020-07-29 21:26:35,857 - mmaction - INFO - Epoch [56][2720/3757] lr: 1.000e-03, eta: 3 days, 18:22:57, time: 2.063, data_time: 0.009, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8430, loss_cls: 1.4359, loss: 1.4359, grad_norm: 6.9167 2020-07-29 21:27:12,489 - mmaction - INFO - Epoch [56][2740/3757] lr: 1.000e-03, eta: 3 days, 18:22:16, time: 1.828, data_time: 0.008, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8492, loss_cls: 1.4723, loss: 1.4723, grad_norm: 6.9976 2020-07-29 21:27:51,237 - mmaction - INFO - Epoch [56][2760/3757] lr: 1.000e-03, eta: 3 days, 18:21:37, time: 1.941, data_time: 0.015, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8500, loss_cls: 1.4609, loss: 1.4609, grad_norm: 7.1255 2020-07-29 21:28:29,673 - mmaction - INFO - Epoch [56][2780/3757] lr: 1.000e-03, eta: 3 days, 18:20:57, time: 1.923, data_time: 0.014, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8227, loss_cls: 1.5755, loss: 1.5755, grad_norm: 7.2328 2020-07-29 21:29:09,186 - mmaction - INFO - Epoch [56][2800/3757] lr: 1.000e-03, eta: 3 days, 18:20:18, time: 1.971, data_time: 0.009, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8430, loss_cls: 1.4693, loss: 1.4693, grad_norm: 7.1283 2020-07-29 21:29:50,495 - mmaction - INFO - Epoch [56][2820/3757] lr: 1.000e-03, eta: 3 days, 18:19:41, time: 2.069, data_time: 0.010, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8430, loss_cls: 1.5133, loss: 1.5133, grad_norm: 7.4040 2020-07-29 21:30:28,648 - mmaction - INFO - Epoch [56][2840/3757] lr: 1.000e-03, eta: 3 days, 18:19:01, time: 1.905, data_time: 0.016, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8414, loss_cls: 1.4307, loss: 1.4307, grad_norm: 6.7281 2020-07-29 21:31:09,113 - mmaction - INFO - Epoch [56][2860/3757] lr: 1.000e-03, eta: 3 days, 18:18:23, time: 2.029, data_time: 0.148, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8492, loss_cls: 1.4575, loss: 1.4575, grad_norm: 6.9515 2020-07-29 21:31:46,954 - mmaction - INFO - Epoch [56][2880/3757] lr: 1.000e-03, eta: 3 days, 18:17:43, time: 1.886, data_time: 0.264, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8648, loss_cls: 1.3533, loss: 1.3533, grad_norm: 6.8089 2020-07-29 21:32:25,038 - mmaction - INFO - Epoch [56][2900/3757] lr: 1.000e-03, eta: 3 days, 18:17:03, time: 1.911, data_time: 0.016, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8539, loss_cls: 1.4098, loss: 1.4098, grad_norm: 7.0468 2020-07-29 21:33:06,546 - mmaction - INFO - Epoch [56][2920/3757] lr: 1.000e-03, eta: 3 days, 18:16:26, time: 2.075, data_time: 0.003, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8539, loss_cls: 1.3832, loss: 1.3832, grad_norm: 6.8992 2020-07-29 21:33:43,247 - mmaction - INFO - Epoch [56][2940/3757] lr: 1.000e-03, eta: 3 days, 18:15:45, time: 1.835, data_time: 0.008, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8602, loss_cls: 1.4148, loss: 1.4148, grad_norm: 6.9483 2020-07-29 21:34:25,129 - mmaction - INFO - Epoch [56][2960/3757] lr: 1.000e-03, eta: 3 days, 18:15:08, time: 2.089, data_time: 0.003, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8508, loss_cls: 1.3942, loss: 1.3942, grad_norm: 6.7765 2020-07-29 21:35:00,720 - mmaction - INFO - Epoch [56][2980/3757] lr: 1.000e-03, eta: 3 days, 18:14:26, time: 1.785, data_time: 0.012, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8391, loss_cls: 1.4857, loss: 1.4857, grad_norm: 7.2120 2020-07-29 21:35:39,466 - mmaction - INFO - Epoch [56][3000/3757] lr: 1.000e-03, eta: 3 days, 18:13:46, time: 1.933, data_time: 0.043, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8531, loss_cls: 1.4435, loss: 1.4435, grad_norm: 7.1287 2020-07-29 21:36:16,060 - mmaction - INFO - Epoch [56][3020/3757] lr: 1.000e-03, eta: 3 days, 18:13:05, time: 1.833, data_time: 0.016, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8484, loss_cls: 1.3554, loss: 1.3554, grad_norm: 6.8623 2020-07-29 21:36:55,085 - mmaction - INFO - Epoch [56][3040/3757] lr: 1.000e-03, eta: 3 days, 18:12:26, time: 1.943, data_time: 1.003, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8422, loss_cls: 1.4936, loss: 1.4936, grad_norm: 7.2435 2020-07-29 21:37:37,316 - mmaction - INFO - Epoch [56][3060/3757] lr: 1.000e-03, eta: 3 days, 18:11:49, time: 2.120, data_time: 0.587, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8352, loss_cls: 1.4997, loss: 1.4997, grad_norm: 7.3025 2020-07-29 21:38:14,822 - mmaction - INFO - Epoch [56][3080/3757] lr: 1.000e-03, eta: 3 days, 18:11:09, time: 1.869, data_time: 0.095, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8305, loss_cls: 1.5340, loss: 1.5340, grad_norm: 7.1486 2020-07-29 21:38:54,639 - mmaction - INFO - Epoch [56][3100/3757] lr: 1.000e-03, eta: 3 days, 18:10:30, time: 1.995, data_time: 0.451, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8328, loss_cls: 1.5468, loss: 1.5468, grad_norm: 7.3760 2020-07-29 21:39:33,503 - mmaction - INFO - Epoch [56][3120/3757] lr: 1.000e-03, eta: 3 days, 18:09:51, time: 1.939, data_time: 0.581, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8578, loss_cls: 1.3613, loss: 1.3613, grad_norm: 6.8157 2020-07-29 21:40:13,296 - mmaction - INFO - Epoch [56][3140/3757] lr: 1.000e-03, eta: 3 days, 18:09:12, time: 1.992, data_time: 0.998, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8461, loss_cls: 1.4335, loss: 1.4335, grad_norm: 7.0250 2020-07-29 21:40:48,634 - mmaction - INFO - Epoch [56][3160/3757] lr: 1.000e-03, eta: 3 days, 18:08:30, time: 1.771, data_time: 1.204, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8445, loss_cls: 1.4680, loss: 1.4680, grad_norm: 7.0764 2020-07-29 21:41:30,099 - mmaction - INFO - Epoch [56][3180/3757] lr: 1.000e-03, eta: 3 days, 18:07:53, time: 2.065, data_time: 0.501, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8453, loss_cls: 1.4515, loss: 1.4515, grad_norm: 7.0249 2020-07-29 21:42:11,355 - mmaction - INFO - Epoch [56][3200/3757] lr: 1.000e-03, eta: 3 days, 18:07:16, time: 2.066, data_time: 0.148, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8508, loss_cls: 1.4331, loss: 1.4331, grad_norm: 6.9368 2020-07-29 21:42:48,654 - mmaction - INFO - Epoch [56][3220/3757] lr: 1.000e-03, eta: 3 days, 18:06:35, time: 1.866, data_time: 0.073, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8664, loss_cls: 1.3424, loss: 1.3424, grad_norm: 6.8922 2020-07-29 21:43:31,032 - mmaction - INFO - Epoch [56][3240/3757] lr: 1.000e-03, eta: 3 days, 18:05:59, time: 2.123, data_time: 0.366, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8633, loss_cls: 1.4003, loss: 1.4003, grad_norm: 7.0061 2020-07-29 21:44:06,900 - mmaction - INFO - Epoch [56][3260/3757] lr: 1.000e-03, eta: 3 days, 18:05:17, time: 1.792, data_time: 0.008, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8484, loss_cls: 1.4320, loss: 1.4320, grad_norm: 7.1930 2020-07-29 21:44:46,444 - mmaction - INFO - Epoch [56][3280/3757] lr: 1.000e-03, eta: 3 days, 18:04:38, time: 1.977, data_time: 0.003, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8562, loss_cls: 1.3924, loss: 1.3924, grad_norm: 6.8623 2020-07-29 21:45:26,308 - mmaction - INFO - Epoch [56][3300/3757] lr: 1.000e-03, eta: 3 days, 18:03:59, time: 1.992, data_time: 0.008, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8438, loss_cls: 1.4643, loss: 1.4643, grad_norm: 7.0257 2020-07-29 21:46:02,872 - mmaction - INFO - Epoch [56][3320/3757] lr: 1.000e-03, eta: 3 days, 18:03:18, time: 1.827, data_time: 0.004, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8273, loss_cls: 1.5120, loss: 1.5120, grad_norm: 7.2488 2020-07-29 21:46:43,300 - mmaction - INFO - Epoch [56][3340/3757] lr: 1.000e-03, eta: 3 days, 18:02:40, time: 2.020, data_time: 0.011, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8617, loss_cls: 1.3334, loss: 1.3334, grad_norm: 6.7151 2020-07-29 21:47:24,011 - mmaction - INFO - Epoch [56][3360/3757] lr: 1.000e-03, eta: 3 days, 18:02:02, time: 2.040, data_time: 0.009, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8531, loss_cls: 1.4137, loss: 1.4137, grad_norm: 6.9862 2020-07-29 21:48:05,390 - mmaction - INFO - Epoch [56][3380/3757] lr: 1.000e-03, eta: 3 days, 18:01:25, time: 2.060, data_time: 0.008, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8516, loss_cls: 1.4392, loss: 1.4392, grad_norm: 7.2521 2020-07-29 21:48:44,867 - mmaction - INFO - Epoch [56][3400/3757] lr: 1.000e-03, eta: 3 days, 18:00:46, time: 1.982, data_time: 0.011, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8484, loss_cls: 1.4724, loss: 1.4724, grad_norm: 7.1057 2020-07-29 21:49:18,674 - mmaction - INFO - Epoch [56][3420/3757] lr: 1.000e-03, eta: 3 days, 18:00:03, time: 1.689, data_time: 0.013, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8313, loss_cls: 1.5288, loss: 1.5288, grad_norm: 7.2724 2020-07-29 21:49:59,592 - mmaction - INFO - Epoch [56][3440/3757] lr: 1.000e-03, eta: 3 days, 17:59:25, time: 2.044, data_time: 0.010, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8469, loss_cls: 1.5200, loss: 1.5200, grad_norm: 7.2891 2020-07-29 21:50:37,751 - mmaction - INFO - Epoch [56][3460/3757] lr: 1.000e-03, eta: 3 days, 17:58:45, time: 1.912, data_time: 0.006, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8539, loss_cls: 1.4242, loss: 1.4242, grad_norm: 6.9722 2020-07-29 21:51:19,451 - mmaction - INFO - Epoch [56][3480/3757] lr: 1.000e-03, eta: 3 days, 17:58:08, time: 2.078, data_time: 0.008, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8438, loss_cls: 1.4321, loss: 1.4321, grad_norm: 7.1200 2020-07-29 21:51:58,799 - mmaction - INFO - Epoch [56][3500/3757] lr: 1.000e-03, eta: 3 days, 17:57:29, time: 1.973, data_time: 0.054, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8383, loss_cls: 1.4944, loss: 1.4944, grad_norm: 7.1288 2020-07-29 21:52:37,207 - mmaction - INFO - Epoch [56][3520/3757] lr: 1.000e-03, eta: 3 days, 17:56:50, time: 1.919, data_time: 0.200, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8539, loss_cls: 1.4015, loss: 1.4015, grad_norm: 6.8598 2020-07-29 21:53:17,840 - mmaction - INFO - Epoch [56][3540/3757] lr: 1.000e-03, eta: 3 days, 17:56:12, time: 2.026, data_time: 1.052, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8516, loss_cls: 1.3788, loss: 1.3788, grad_norm: 6.8577 2020-07-29 21:53:58,007 - mmaction - INFO - Epoch [56][3560/3757] lr: 1.000e-03, eta: 3 days, 17:55:33, time: 2.013, data_time: 0.501, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8438, loss_cls: 1.4409, loss: 1.4409, grad_norm: 7.1430 2020-07-29 21:54:34,808 - mmaction - INFO - Epoch [56][3580/3757] lr: 1.000e-03, eta: 3 days, 17:54:52, time: 1.843, data_time: 0.013, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8406, loss_cls: 1.4563, loss: 1.4563, grad_norm: 7.1292 2020-07-29 21:55:17,806 - mmaction - INFO - Epoch [56][3600/3757] lr: 1.000e-03, eta: 3 days, 17:54:16, time: 2.147, data_time: 0.009, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8297, loss_cls: 1.4574, loss: 1.4574, grad_norm: 7.0871 2020-07-29 21:55:54,434 - mmaction - INFO - Epoch [56][3620/3757] lr: 1.000e-03, eta: 3 days, 17:53:35, time: 1.833, data_time: 0.009, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8461, loss_cls: 1.4456, loss: 1.4456, grad_norm: 7.1376 2020-07-29 21:56:33,616 - mmaction - INFO - Epoch [56][3640/3757] lr: 1.000e-03, eta: 3 days, 17:52:56, time: 1.952, data_time: 0.010, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8445, loss_cls: 1.4702, loss: 1.4702, grad_norm: 7.2028 2020-07-29 21:57:09,545 - mmaction - INFO - Epoch [56][3660/3757] lr: 1.000e-03, eta: 3 days, 17:52:15, time: 1.805, data_time: 0.016, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8469, loss_cls: 1.4374, loss: 1.4374, grad_norm: 7.0192 2020-07-29 21:57:51,358 - mmaction - INFO - Epoch [56][3680/3757] lr: 1.000e-03, eta: 3 days, 17:51:37, time: 2.086, data_time: 0.015, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8414, loss_cls: 1.4515, loss: 1.4515, grad_norm: 7.1878 2020-07-29 21:58:30,293 - mmaction - INFO - Epoch [56][3700/3757] lr: 1.000e-03, eta: 3 days, 17:50:58, time: 1.952, data_time: 0.055, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8359, loss_cls: 1.4775, loss: 1.4775, grad_norm: 7.1137 2020-07-29 21:59:07,000 - mmaction - INFO - Epoch [56][3720/3757] lr: 1.000e-03, eta: 3 days, 17:50:17, time: 1.834, data_time: 0.010, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8484, loss_cls: 1.4826, loss: 1.4826, grad_norm: 7.3394 2020-07-29 21:59:46,560 - mmaction - INFO - Epoch [56][3740/3757] lr: 1.000e-03, eta: 3 days, 17:49:39, time: 1.978, data_time: 0.003, memory: 5170, top1_acc: 0.6148, top5_acc: 0.8352, loss_cls: 1.5547, loss: 1.5547, grad_norm: 7.5556 2020-07-29 22:00:15,449 - mmaction - INFO - Saving checkpoint at 56 epochs 2020-07-29 22:01:13,614 - mmaction - INFO - Epoch [57][20/3757] lr: 1.000e-03, eta: 3 days, 17:48:13, time: 2.785, data_time: 1.831, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8422, loss_cls: 1.4633, loss: 1.4633, grad_norm: 6.9333 2020-07-29 22:01:48,918 - mmaction - INFO - Epoch [57][40/3757] lr: 1.000e-03, eta: 3 days, 17:47:31, time: 1.778, data_time: 0.681, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8508, loss_cls: 1.4138, loss: 1.4138, grad_norm: 6.9597 2020-07-29 22:02:28,308 - mmaction - INFO - Epoch [57][60/3757] lr: 1.000e-03, eta: 3 days, 17:46:52, time: 1.974, data_time: 0.681, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8516, loss_cls: 1.3879, loss: 1.3879, grad_norm: 7.1050 2020-07-29 22:03:05,450 - mmaction - INFO - Epoch [57][80/3757] lr: 1.000e-03, eta: 3 days, 17:46:12, time: 1.857, data_time: 0.160, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8539, loss_cls: 1.3894, loss: 1.3894, grad_norm: 7.0318 2020-07-29 22:03:45,714 - mmaction - INFO - Epoch [57][100/3757] lr: 1.000e-03, eta: 3 days, 17:45:33, time: 2.015, data_time: 1.015, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8508, loss_cls: 1.3950, loss: 1.3950, grad_norm: 6.8916 2020-07-29 22:04:25,926 - mmaction - INFO - Epoch [57][120/3757] lr: 1.000e-03, eta: 3 days, 17:44:55, time: 2.004, data_time: 0.333, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8570, loss_cls: 1.4386, loss: 1.4386, grad_norm: 7.1041 2020-07-29 22:05:03,145 - mmaction - INFO - Epoch [57][140/3757] lr: 1.000e-03, eta: 3 days, 17:44:15, time: 1.868, data_time: 0.011, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8484, loss_cls: 1.4524, loss: 1.4524, grad_norm: 6.9927 2020-07-29 22:05:46,344 - mmaction - INFO - Epoch [57][160/3757] lr: 1.000e-03, eta: 3 days, 17:43:39, time: 2.155, data_time: 0.009, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8297, loss_cls: 1.5477, loss: 1.5477, grad_norm: 7.1140 2020-07-29 22:06:24,187 - mmaction - INFO - Epoch [57][180/3757] lr: 1.000e-03, eta: 3 days, 17:42:58, time: 1.894, data_time: 0.009, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8484, loss_cls: 1.4512, loss: 1.4512, grad_norm: 7.0445 2020-07-29 22:07:02,264 - mmaction - INFO - Epoch [57][200/3757] lr: 1.000e-03, eta: 3 days, 17:42:18, time: 1.902, data_time: 0.009, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.3849, loss: 1.3849, grad_norm: 6.8558 2020-07-29 22:07:41,938 - mmaction - INFO - Epoch [57][220/3757] lr: 1.000e-03, eta: 3 days, 17:41:40, time: 1.986, data_time: 0.010, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8492, loss_cls: 1.4410, loss: 1.4410, grad_norm: 7.0968 2020-07-29 22:08:22,486 - mmaction - INFO - Epoch [57][240/3757] lr: 1.000e-03, eta: 3 days, 17:41:02, time: 2.029, data_time: 0.012, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8406, loss_cls: 1.4206, loss: 1.4206, grad_norm: 7.1070 2020-07-29 22:09:02,057 - mmaction - INFO - Epoch [57][260/3757] lr: 1.000e-03, eta: 3 days, 17:40:23, time: 1.980, data_time: 0.006, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8445, loss_cls: 1.4713, loss: 1.4713, grad_norm: 7.2117 2020-07-29 22:09:40,098 - mmaction - INFO - Epoch [57][280/3757] lr: 1.000e-03, eta: 3 days, 17:39:43, time: 1.899, data_time: 0.009, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8531, loss_cls: 1.3562, loss: 1.3562, grad_norm: 6.8762 2020-07-29 22:10:18,511 - mmaction - INFO - Epoch [57][300/3757] lr: 1.000e-03, eta: 3 days, 17:39:03, time: 1.919, data_time: 0.012, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8820, loss_cls: 1.3090, loss: 1.3090, grad_norm: 6.7844 2020-07-29 22:10:55,161 - mmaction - INFO - Epoch [57][320/3757] lr: 1.000e-03, eta: 3 days, 17:38:22, time: 1.828, data_time: 0.011, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8438, loss_cls: 1.5184, loss: 1.5184, grad_norm: 7.3114 2020-07-29 22:11:34,289 - mmaction - INFO - Epoch [57][340/3757] lr: 1.000e-03, eta: 3 days, 17:37:43, time: 1.967, data_time: 0.020, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8359, loss_cls: 1.5007, loss: 1.5007, grad_norm: 7.1224 2020-07-29 22:12:14,161 - mmaction - INFO - Epoch [57][360/3757] lr: 1.000e-03, eta: 3 days, 17:37:05, time: 1.990, data_time: 0.008, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8492, loss_cls: 1.3684, loss: 1.3684, grad_norm: 7.0556 2020-07-29 22:12:53,031 - mmaction - INFO - Epoch [57][380/3757] lr: 1.000e-03, eta: 3 days, 17:36:26, time: 1.948, data_time: 0.008, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8398, loss_cls: 1.4169, loss: 1.4169, grad_norm: 7.1790 2020-07-29 22:13:30,139 - mmaction - INFO - Epoch [57][400/3757] lr: 1.000e-03, eta: 3 days, 17:35:45, time: 1.855, data_time: 0.007, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8586, loss_cls: 1.3593, loss: 1.3593, grad_norm: 6.9973 2020-07-29 22:14:05,892 - mmaction - INFO - Epoch [57][420/3757] lr: 1.000e-03, eta: 3 days, 17:35:03, time: 1.786, data_time: 0.002, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8492, loss_cls: 1.4536, loss: 1.4536, grad_norm: 7.1724 2020-07-29 22:14:49,661 - mmaction - INFO - Epoch [57][440/3757] lr: 1.000e-03, eta: 3 days, 17:34:28, time: 2.190, data_time: 0.004, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8602, loss_cls: 1.3870, loss: 1.3870, grad_norm: 7.1755 2020-07-29 22:15:30,911 - mmaction - INFO - Epoch [57][460/3757] lr: 1.000e-03, eta: 3 days, 17:33:50, time: 2.044, data_time: 0.009, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8578, loss_cls: 1.4066, loss: 1.4066, grad_norm: 7.2303 2020-07-29 22:16:09,462 - mmaction - INFO - Epoch [57][480/3757] lr: 1.000e-03, eta: 3 days, 17:33:10, time: 1.936, data_time: 0.027, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8328, loss_cls: 1.4861, loss: 1.4861, grad_norm: 7.3764 2020-07-29 22:16:45,964 - mmaction - INFO - Epoch [57][500/3757] lr: 1.000e-03, eta: 3 days, 17:32:29, time: 1.835, data_time: 0.022, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8375, loss_cls: 1.5380, loss: 1.5380, grad_norm: 7.3743 2020-07-29 22:17:22,872 - mmaction - INFO - Epoch [57][520/3757] lr: 1.000e-03, eta: 3 days, 17:31:49, time: 1.846, data_time: 0.016, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8445, loss_cls: 1.4857, loss: 1.4857, grad_norm: 7.1739 2020-07-29 22:18:00,050 - mmaction - INFO - Epoch [57][540/3757] lr: 1.000e-03, eta: 3 days, 17:31:08, time: 1.855, data_time: 0.049, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8414, loss_cls: 1.4340, loss: 1.4340, grad_norm: 7.1822 2020-07-29 22:18:40,782 - mmaction - INFO - Epoch [57][560/3757] lr: 1.000e-03, eta: 3 days, 17:30:30, time: 2.040, data_time: 0.107, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8547, loss_cls: 1.4538, loss: 1.4538, grad_norm: 7.2071 2020-07-29 22:19:20,481 - mmaction - INFO - Epoch [57][580/3757] lr: 1.000e-03, eta: 3 days, 17:29:51, time: 1.976, data_time: 0.008, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8484, loss_cls: 1.4517, loss: 1.4517, grad_norm: 6.9693 2020-07-29 22:19:59,282 - mmaction - INFO - Epoch [57][600/3757] lr: 1.000e-03, eta: 3 days, 17:29:12, time: 1.949, data_time: 0.012, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8547, loss_cls: 1.3266, loss: 1.3266, grad_norm: 6.8605 2020-07-29 22:20:37,805 - mmaction - INFO - Epoch [57][620/3757] lr: 1.000e-03, eta: 3 days, 17:28:32, time: 1.925, data_time: 0.087, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8461, loss_cls: 1.4566, loss: 1.4566, grad_norm: 7.1284 2020-07-29 22:21:16,994 - mmaction - INFO - Epoch [57][640/3757] lr: 1.000e-03, eta: 3 days, 17:27:53, time: 1.961, data_time: 0.047, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8609, loss_cls: 1.4037, loss: 1.4037, grad_norm: 6.8982 2020-07-29 22:21:54,051 - mmaction - INFO - Epoch [57][660/3757] lr: 1.000e-03, eta: 3 days, 17:27:13, time: 1.852, data_time: 0.072, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8328, loss_cls: 1.4592, loss: 1.4592, grad_norm: 7.0212 2020-07-29 22:22:34,804 - mmaction - INFO - Epoch [57][680/3757] lr: 1.000e-03, eta: 3 days, 17:26:35, time: 2.039, data_time: 0.017, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8547, loss_cls: 1.4416, loss: 1.4416, grad_norm: 7.2728 2020-07-29 22:23:14,363 - mmaction - INFO - Epoch [57][700/3757] lr: 1.000e-03, eta: 3 days, 17:25:56, time: 1.977, data_time: 0.002, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8523, loss_cls: 1.4238, loss: 1.4238, grad_norm: 7.2212 2020-07-29 22:23:52,527 - mmaction - INFO - Epoch [57][720/3757] lr: 1.000e-03, eta: 3 days, 17:25:16, time: 1.908, data_time: 0.166, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8531, loss_cls: 1.3966, loss: 1.3966, grad_norm: 7.0504 2020-07-29 22:24:32,617 - mmaction - INFO - Epoch [57][740/3757] lr: 1.000e-03, eta: 3 days, 17:24:38, time: 1.996, data_time: 0.134, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8477, loss_cls: 1.4659, loss: 1.4659, grad_norm: 7.2156 2020-07-29 22:25:09,279 - mmaction - INFO - Epoch [57][760/3757] lr: 1.000e-03, eta: 3 days, 17:23:57, time: 1.843, data_time: 0.012, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8539, loss_cls: 1.3671, loss: 1.3671, grad_norm: 6.8712 2020-07-29 22:25:49,252 - mmaction - INFO - Epoch [57][780/3757] lr: 1.000e-03, eta: 3 days, 17:23:18, time: 1.999, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8562, loss_cls: 1.3974, loss: 1.3974, grad_norm: 7.1329 2020-07-29 22:26:30,875 - mmaction - INFO - Epoch [57][800/3757] lr: 1.000e-03, eta: 3 days, 17:22:41, time: 2.078, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8523, loss_cls: 1.3961, loss: 1.3961, grad_norm: 7.0575 2020-07-29 22:27:07,272 - mmaction - INFO - Epoch [57][820/3757] lr: 1.000e-03, eta: 3 days, 17:22:00, time: 1.822, data_time: 0.009, memory: 5170, top1_acc: 0.6227, top5_acc: 0.8445, loss_cls: 1.5239, loss: 1.5239, grad_norm: 7.4110 2020-07-29 22:27:45,806 - mmaction - INFO - Epoch [57][840/3757] lr: 1.000e-03, eta: 3 days, 17:21:20, time: 1.922, data_time: 0.009, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8484, loss_cls: 1.4253, loss: 1.4253, grad_norm: 6.9927 2020-07-29 22:28:25,091 - mmaction - INFO - Epoch [57][860/3757] lr: 1.000e-03, eta: 3 days, 17:20:41, time: 1.971, data_time: 0.009, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8602, loss_cls: 1.4137, loss: 1.4137, grad_norm: 7.1672 2020-07-29 22:29:05,161 - mmaction - INFO - Epoch [57][880/3757] lr: 1.000e-03, eta: 3 days, 17:20:03, time: 1.999, data_time: 0.093, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.3986, loss: 1.3986, grad_norm: 7.0947 2020-07-29 22:29:41,036 - mmaction - INFO - Epoch [57][900/3757] lr: 1.000e-03, eta: 3 days, 17:19:21, time: 1.797, data_time: 0.127, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8516, loss_cls: 1.3923, loss: 1.3923, grad_norm: 7.0535 2020-07-29 22:30:20,550 - mmaction - INFO - Epoch [57][920/3757] lr: 1.000e-03, eta: 3 days, 17:18:43, time: 1.973, data_time: 0.303, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8383, loss_cls: 1.4774, loss: 1.4774, grad_norm: 7.1889 2020-07-29 22:31:02,016 - mmaction - INFO - Epoch [57][940/3757] lr: 1.000e-03, eta: 3 days, 17:18:05, time: 2.073, data_time: 0.006, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8555, loss_cls: 1.3936, loss: 1.3936, grad_norm: 6.9797 2020-07-29 22:31:40,177 - mmaction - INFO - Epoch [57][960/3757] lr: 1.000e-03, eta: 3 days, 17:17:25, time: 1.911, data_time: 0.007, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8414, loss_cls: 1.4563, loss: 1.4563, grad_norm: 7.3244 2020-07-29 22:32:18,284 - mmaction - INFO - Epoch [57][980/3757] lr: 1.000e-03, eta: 3 days, 17:16:45, time: 1.900, data_time: 0.008, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8500, loss_cls: 1.4402, loss: 1.4402, grad_norm: 7.1365 2020-07-29 22:32:59,799 - mmaction - INFO - Epoch [57][1000/3757] lr: 1.000e-03, eta: 3 days, 17:16:08, time: 2.080, data_time: 0.008, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8539, loss_cls: 1.4503, loss: 1.4503, grad_norm: 7.2602 2020-07-29 22:33:38,437 - mmaction - INFO - Epoch [57][1020/3757] lr: 1.000e-03, eta: 3 days, 17:15:29, time: 1.928, data_time: 0.073, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8492, loss_cls: 1.4517, loss: 1.4517, grad_norm: 7.3060 2020-07-29 22:34:17,869 - mmaction - INFO - Epoch [57][1040/3757] lr: 1.000e-03, eta: 3 days, 17:14:50, time: 1.969, data_time: 0.012, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8484, loss_cls: 1.4449, loss: 1.4449, grad_norm: 7.1568 2020-07-29 22:34:58,857 - mmaction - INFO - Epoch [57][1060/3757] lr: 1.000e-03, eta: 3 days, 17:14:12, time: 2.056, data_time: 0.010, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8383, loss_cls: 1.4726, loss: 1.4726, grad_norm: 7.1906 2020-07-29 22:35:39,775 - mmaction - INFO - Epoch [57][1080/3757] lr: 1.000e-03, eta: 3 days, 17:13:34, time: 2.039, data_time: 0.008, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8484, loss_cls: 1.4480, loss: 1.4480, grad_norm: 7.0978 2020-07-29 22:36:17,144 - mmaction - INFO - Epoch [57][1100/3757] lr: 1.000e-03, eta: 3 days, 17:12:54, time: 1.876, data_time: 0.011, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8477, loss_cls: 1.4701, loss: 1.4701, grad_norm: 7.3201 2020-07-29 22:36:52,827 - mmaction - INFO - Epoch [57][1120/3757] lr: 1.000e-03, eta: 3 days, 17:12:12, time: 1.779, data_time: 0.007, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8508, loss_cls: 1.4104, loss: 1.4104, grad_norm: 7.1028 2020-07-29 22:37:34,862 - mmaction - INFO - Epoch [57][1140/3757] lr: 1.000e-03, eta: 3 days, 17:11:35, time: 2.106, data_time: 0.067, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8609, loss_cls: 1.3430, loss: 1.3430, grad_norm: 7.1198 2020-07-29 22:38:10,330 - mmaction - INFO - Epoch [57][1160/3757] lr: 1.000e-03, eta: 3 days, 17:10:53, time: 1.767, data_time: 0.115, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8438, loss_cls: 1.4721, loss: 1.4721, grad_norm: 7.3220 2020-07-29 22:38:51,296 - mmaction - INFO - Epoch [57][1180/3757] lr: 1.000e-03, eta: 3 days, 17:10:16, time: 2.055, data_time: 0.138, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8516, loss_cls: 1.4240, loss: 1.4240, grad_norm: 7.2805 2020-07-29 22:39:27,848 - mmaction - INFO - Epoch [57][1200/3757] lr: 1.000e-03, eta: 3 days, 17:09:35, time: 1.822, data_time: 0.007, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8602, loss_cls: 1.3680, loss: 1.3680, grad_norm: 6.9254 2020-07-29 22:40:05,353 - mmaction - INFO - Epoch [57][1220/3757] lr: 1.000e-03, eta: 3 days, 17:08:54, time: 1.879, data_time: 0.011, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8375, loss_cls: 1.4842, loss: 1.4842, grad_norm: 7.2122 2020-07-29 22:40:45,164 - mmaction - INFO - Epoch [57][1240/3757] lr: 1.000e-03, eta: 3 days, 17:08:16, time: 1.992, data_time: 0.004, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8539, loss_cls: 1.4649, loss: 1.4649, grad_norm: 7.1613 2020-07-29 22:41:23,683 - mmaction - INFO - Epoch [57][1260/3757] lr: 1.000e-03, eta: 3 days, 17:07:36, time: 1.925, data_time: 0.025, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8570, loss_cls: 1.3977, loss: 1.3977, grad_norm: 6.9862 2020-07-29 22:42:04,784 - mmaction - INFO - Epoch [57][1280/3757] lr: 1.000e-03, eta: 3 days, 17:06:58, time: 2.048, data_time: 0.989, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8453, loss_cls: 1.4179, loss: 1.4179, grad_norm: 6.9935 2020-07-29 22:42:45,037 - mmaction - INFO - Epoch [57][1300/3757] lr: 1.000e-03, eta: 3 days, 17:06:20, time: 2.015, data_time: 1.381, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8555, loss_cls: 1.4090, loss: 1.4090, grad_norm: 7.1188 2020-07-29 22:43:21,586 - mmaction - INFO - Epoch [57][1320/3757] lr: 1.000e-03, eta: 3 days, 17:05:39, time: 1.822, data_time: 0.748, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8461, loss_cls: 1.4609, loss: 1.4609, grad_norm: 7.1712 2020-07-29 22:44:01,558 - mmaction - INFO - Epoch [57][1340/3757] lr: 1.000e-03, eta: 3 days, 17:05:01, time: 2.008, data_time: 1.147, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8719, loss_cls: 1.3342, loss: 1.3342, grad_norm: 7.0044 2020-07-29 22:44:44,258 - mmaction - INFO - Epoch [57][1360/3757] lr: 1.000e-03, eta: 3 days, 17:04:24, time: 2.130, data_time: 1.540, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8492, loss_cls: 1.4562, loss: 1.4562, grad_norm: 7.1144 2020-07-29 22:45:20,806 - mmaction - INFO - Epoch [57][1380/3757] lr: 1.000e-03, eta: 3 days, 17:03:43, time: 1.827, data_time: 1.251, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8391, loss_cls: 1.4858, loss: 1.4858, grad_norm: 7.0344 2020-07-29 22:46:00,590 - mmaction - INFO - Epoch [57][1400/3757] lr: 1.000e-03, eta: 3 days, 17:03:05, time: 1.996, data_time: 1.113, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8641, loss_cls: 1.3963, loss: 1.3963, grad_norm: 7.1926 2020-07-29 22:46:40,687 - mmaction - INFO - Epoch [57][1420/3757] lr: 1.000e-03, eta: 3 days, 17:02:26, time: 2.005, data_time: 0.239, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8469, loss_cls: 1.4951, loss: 1.4951, grad_norm: 7.2783 2020-07-29 22:47:21,114 - mmaction - INFO - Epoch [57][1440/3757] lr: 1.000e-03, eta: 3 days, 17:01:48, time: 2.014, data_time: 0.184, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8453, loss_cls: 1.4631, loss: 1.4631, grad_norm: 7.2367 2020-07-29 22:47:55,432 - mmaction - INFO - Epoch [57][1460/3757] lr: 1.000e-03, eta: 3 days, 17:01:05, time: 1.723, data_time: 0.138, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8547, loss_cls: 1.3769, loss: 1.3769, grad_norm: 6.9722 2020-07-29 22:48:34,697 - mmaction - INFO - Epoch [57][1480/3757] lr: 1.000e-03, eta: 3 days, 17:00:26, time: 1.959, data_time: 0.223, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8453, loss_cls: 1.4812, loss: 1.4812, grad_norm: 7.0201 2020-07-29 22:49:14,498 - mmaction - INFO - Epoch [57][1500/3757] lr: 1.000e-03, eta: 3 days, 16:59:48, time: 1.994, data_time: 0.412, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8398, loss_cls: 1.5016, loss: 1.5016, grad_norm: 7.2989 2020-07-29 22:49:52,075 - mmaction - INFO - Epoch [57][1520/3757] lr: 1.000e-03, eta: 3 days, 16:59:07, time: 1.873, data_time: 1.049, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8398, loss_cls: 1.4641, loss: 1.4641, grad_norm: 7.0938 2020-07-29 22:50:33,128 - mmaction - INFO - Epoch [57][1540/3757] lr: 1.000e-03, eta: 3 days, 16:58:30, time: 2.055, data_time: 0.048, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8375, loss_cls: 1.5015, loss: 1.5015, grad_norm: 7.2335 2020-07-29 22:51:11,464 - mmaction - INFO - Epoch [57][1560/3757] lr: 1.000e-03, eta: 3 days, 16:57:50, time: 1.920, data_time: 0.090, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8391, loss_cls: 1.5082, loss: 1.5082, grad_norm: 7.1870 2020-07-29 22:51:48,018 - mmaction - INFO - Epoch [57][1580/3757] lr: 1.000e-03, eta: 3 days, 16:57:09, time: 1.819, data_time: 0.005, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8586, loss_cls: 1.4005, loss: 1.4005, grad_norm: 7.0459 2020-07-29 22:52:29,874 - mmaction - INFO - Epoch [57][1600/3757] lr: 1.000e-03, eta: 3 days, 16:56:32, time: 2.103, data_time: 0.013, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8641, loss_cls: 1.3705, loss: 1.3705, grad_norm: 7.2289 2020-07-29 22:53:09,242 - mmaction - INFO - Epoch [57][1620/3757] lr: 1.000e-03, eta: 3 days, 16:55:53, time: 1.961, data_time: 0.007, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8531, loss_cls: 1.4193, loss: 1.4193, grad_norm: 7.0478 2020-07-29 22:53:43,053 - mmaction - INFO - Epoch [57][1640/3757] lr: 1.000e-03, eta: 3 days, 16:55:10, time: 1.698, data_time: 0.102, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8477, loss_cls: 1.4254, loss: 1.4254, grad_norm: 7.0567 2020-07-29 22:54:22,880 - mmaction - INFO - Epoch [57][1660/3757] lr: 1.000e-03, eta: 3 days, 16:54:31, time: 1.985, data_time: 0.008, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8398, loss_cls: 1.4245, loss: 1.4245, grad_norm: 7.0936 2020-07-29 22:55:02,324 - mmaction - INFO - Epoch [57][1680/3757] lr: 1.000e-03, eta: 3 days, 16:53:52, time: 1.977, data_time: 0.012, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8320, loss_cls: 1.5189, loss: 1.5189, grad_norm: 7.0324 2020-07-29 22:55:43,395 - mmaction - INFO - Epoch [57][1700/3757] lr: 1.000e-03, eta: 3 days, 16:53:15, time: 2.055, data_time: 0.010, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8430, loss_cls: 1.4080, loss: 1.4080, grad_norm: 7.2315 2020-07-29 22:56:22,474 - mmaction - INFO - Epoch [57][1720/3757] lr: 1.000e-03, eta: 3 days, 16:52:36, time: 1.950, data_time: 0.013, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8289, loss_cls: 1.5134, loss: 1.5134, grad_norm: 7.1678 2020-07-29 22:57:01,064 - mmaction - INFO - Epoch [57][1740/3757] lr: 1.000e-03, eta: 3 days, 16:51:56, time: 1.932, data_time: 0.007, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8469, loss_cls: 1.3872, loss: 1.3872, grad_norm: 7.0048 2020-07-29 22:57:38,487 - mmaction - INFO - Epoch [57][1760/3757] lr: 1.000e-03, eta: 3 days, 16:51:16, time: 1.871, data_time: 0.012, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8414, loss_cls: 1.4778, loss: 1.4778, grad_norm: 7.1951 2020-07-29 22:58:18,372 - mmaction - INFO - Epoch [57][1780/3757] lr: 1.000e-03, eta: 3 days, 16:50:37, time: 1.991, data_time: 0.013, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8414, loss_cls: 1.4712, loss: 1.4712, grad_norm: 7.1110 2020-07-29 22:58:58,040 - mmaction - INFO - Epoch [57][1800/3757] lr: 1.000e-03, eta: 3 days, 16:49:58, time: 1.980, data_time: 0.060, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8656, loss_cls: 1.3406, loss: 1.3406, grad_norm: 6.9858 2020-07-29 22:59:37,675 - mmaction - INFO - Epoch [57][1820/3757] lr: 1.000e-03, eta: 3 days, 16:49:20, time: 1.987, data_time: 0.009, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8539, loss_cls: 1.3761, loss: 1.3761, grad_norm: 7.0535 2020-07-29 23:00:18,981 - mmaction - INFO - Epoch [57][1840/3757] lr: 1.000e-03, eta: 3 days, 16:48:42, time: 2.041, data_time: 0.009, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8555, loss_cls: 1.3911, loss: 1.3911, grad_norm: 7.0363 2020-07-29 23:00:54,364 - mmaction - INFO - Epoch [57][1860/3757] lr: 1.000e-03, eta: 3 days, 16:48:00, time: 1.793, data_time: 0.076, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8469, loss_cls: 1.3933, loss: 1.3933, grad_norm: 7.0883 2020-07-29 23:01:31,005 - mmaction - INFO - Epoch [57][1880/3757] lr: 1.000e-03, eta: 3 days, 16:47:19, time: 1.834, data_time: 0.010, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8484, loss_cls: 1.4091, loss: 1.4091, grad_norm: 7.1154 2020-07-29 23:02:09,636 - mmaction - INFO - Epoch [57][1900/3757] lr: 1.000e-03, eta: 3 days, 16:46:40, time: 1.930, data_time: 0.003, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8352, loss_cls: 1.4367, loss: 1.4367, grad_norm: 7.1083 2020-07-29 23:02:47,136 - mmaction - INFO - Epoch [57][1920/3757] lr: 1.000e-03, eta: 3 days, 16:45:59, time: 1.875, data_time: 0.009, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8484, loss_cls: 1.4342, loss: 1.4342, grad_norm: 7.1151 2020-07-29 23:03:24,750 - mmaction - INFO - Epoch [57][1940/3757] lr: 1.000e-03, eta: 3 days, 16:45:19, time: 1.878, data_time: 0.004, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8328, loss_cls: 1.4660, loss: 1.4660, grad_norm: 7.1601 2020-07-29 23:04:07,671 - mmaction - INFO - Epoch [57][1960/3757] lr: 1.000e-03, eta: 3 days, 16:44:43, time: 2.143, data_time: 0.007, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8531, loss_cls: 1.4088, loss: 1.4088, grad_norm: 7.1374 2020-07-29 23:04:43,811 - mmaction - INFO - Epoch [57][1980/3757] lr: 1.000e-03, eta: 3 days, 16:44:02, time: 1.813, data_time: 0.010, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8477, loss_cls: 1.4526, loss: 1.4526, grad_norm: 7.1228 2020-07-29 23:05:23,219 - mmaction - INFO - Epoch [57][2000/3757] lr: 1.000e-03, eta: 3 days, 16:43:23, time: 1.969, data_time: 0.008, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8508, loss_cls: 1.3827, loss: 1.3827, grad_norm: 7.1883 2020-07-29 23:06:03,829 - mmaction - INFO - Epoch [57][2020/3757] lr: 1.000e-03, eta: 3 days, 16:42:45, time: 2.033, data_time: 0.006, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8555, loss_cls: 1.4607, loss: 1.4607, grad_norm: 7.1229 2020-07-29 23:06:43,865 - mmaction - INFO - Epoch [57][2040/3757] lr: 1.000e-03, eta: 3 days, 16:42:06, time: 1.999, data_time: 0.008, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8398, loss_cls: 1.4089, loss: 1.4089, grad_norm: 7.0349 2020-07-29 23:07:22,449 - mmaction - INFO - Epoch [57][2060/3757] lr: 1.000e-03, eta: 3 days, 16:41:27, time: 1.931, data_time: 0.093, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8508, loss_cls: 1.4607, loss: 1.4607, grad_norm: 7.1528 2020-07-29 23:07:59,882 - mmaction - INFO - Epoch [57][2080/3757] lr: 1.000e-03, eta: 3 days, 16:40:46, time: 1.872, data_time: 0.635, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8492, loss_cls: 1.4283, loss: 1.4283, grad_norm: 7.4309 2020-07-29 23:08:38,629 - mmaction - INFO - Epoch [57][2100/3757] lr: 1.000e-03, eta: 3 days, 16:40:07, time: 1.939, data_time: 1.247, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8328, loss_cls: 1.5225, loss: 1.5225, grad_norm: 7.2817 2020-07-29 23:09:17,792 - mmaction - INFO - Epoch [57][2120/3757] lr: 1.000e-03, eta: 3 days, 16:39:28, time: 1.947, data_time: 0.581, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8477, loss_cls: 1.4367, loss: 1.4367, grad_norm: 7.0248 2020-07-29 23:09:57,316 - mmaction - INFO - Epoch [57][2140/3757] lr: 1.000e-03, eta: 3 days, 16:38:49, time: 1.987, data_time: 0.013, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8469, loss_cls: 1.4482, loss: 1.4482, grad_norm: 7.2499 2020-07-29 23:10:37,195 - mmaction - INFO - Epoch [57][2160/3757] lr: 1.000e-03, eta: 3 days, 16:38:10, time: 1.986, data_time: 0.009, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8484, loss_cls: 1.5020, loss: 1.5020, grad_norm: 7.4037 2020-07-29 23:11:14,038 - mmaction - INFO - Epoch [57][2180/3757] lr: 1.000e-03, eta: 3 days, 16:37:30, time: 1.850, data_time: 0.011, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8562, loss_cls: 1.4290, loss: 1.4290, grad_norm: 7.2097 2020-07-29 23:11:50,457 - mmaction - INFO - Epoch [57][2200/3757] lr: 1.000e-03, eta: 3 days, 16:36:48, time: 1.813, data_time: 0.009, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8484, loss_cls: 1.3820, loss: 1.3820, grad_norm: 7.0744 2020-07-29 23:12:30,688 - mmaction - INFO - Epoch [57][2220/3757] lr: 1.000e-03, eta: 3 days, 16:36:10, time: 2.020, data_time: 0.011, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8492, loss_cls: 1.4353, loss: 1.4353, grad_norm: 7.1553 2020-07-29 23:13:09,310 - mmaction - INFO - Epoch [57][2240/3757] lr: 1.000e-03, eta: 3 days, 16:35:31, time: 1.922, data_time: 0.009, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8602, loss_cls: 1.3501, loss: 1.3501, grad_norm: 6.8091 2020-07-29 23:13:48,602 - mmaction - INFO - Epoch [57][2260/3757] lr: 1.000e-03, eta: 3 days, 16:34:52, time: 1.973, data_time: 0.011, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8586, loss_cls: 1.3649, loss: 1.3649, grad_norm: 6.7373 2020-07-29 23:14:27,351 - mmaction - INFO - Epoch [57][2280/3757] lr: 1.000e-03, eta: 3 days, 16:34:12, time: 1.930, data_time: 0.003, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8578, loss_cls: 1.4133, loss: 1.4133, grad_norm: 7.0291 2020-07-29 23:15:07,595 - mmaction - INFO - Epoch [57][2300/3757] lr: 1.000e-03, eta: 3 days, 16:33:34, time: 2.020, data_time: 0.012, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8406, loss_cls: 1.4813, loss: 1.4813, grad_norm: 7.1889 2020-07-29 23:15:46,955 - mmaction - INFO - Epoch [57][2320/3757] lr: 1.000e-03, eta: 3 days, 16:32:55, time: 1.968, data_time: 0.002, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8500, loss_cls: 1.3987, loss: 1.3987, grad_norm: 7.0393 2020-07-29 23:16:26,710 - mmaction - INFO - Epoch [57][2340/3757] lr: 1.000e-03, eta: 3 days, 16:32:17, time: 1.988, data_time: 0.012, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8516, loss_cls: 1.4806, loss: 1.4806, grad_norm: 7.3059 2020-07-29 23:17:02,841 - mmaction - INFO - Epoch [57][2360/3757] lr: 1.000e-03, eta: 3 days, 16:31:35, time: 1.800, data_time: 0.009, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8500, loss_cls: 1.4192, loss: 1.4192, grad_norm: 7.1566 2020-07-29 23:17:41,677 - mmaction - INFO - Epoch [57][2380/3757] lr: 1.000e-03, eta: 3 days, 16:30:56, time: 1.949, data_time: 0.504, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8391, loss_cls: 1.4542, loss: 1.4542, grad_norm: 7.0999 2020-07-29 23:18:19,966 - mmaction - INFO - Epoch [57][2400/3757] lr: 1.000e-03, eta: 3 days, 16:30:16, time: 1.906, data_time: 0.554, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8469, loss_cls: 1.4615, loss: 1.4615, grad_norm: 7.0995 2020-07-29 23:19:02,603 - mmaction - INFO - Epoch [57][2420/3757] lr: 1.000e-03, eta: 3 days, 16:29:40, time: 2.139, data_time: 0.298, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8383, loss_cls: 1.4352, loss: 1.4352, grad_norm: 7.1404 2020-07-29 23:19:38,590 - mmaction - INFO - Epoch [57][2440/3757] lr: 1.000e-03, eta: 3 days, 16:28:58, time: 1.801, data_time: 0.086, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8617, loss_cls: 1.3716, loss: 1.3716, grad_norm: 6.8046 2020-07-29 23:20:18,744 - mmaction - INFO - Epoch [57][2460/3757] lr: 1.000e-03, eta: 3 days, 16:28:20, time: 2.005, data_time: 0.004, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8375, loss_cls: 1.5139, loss: 1.5139, grad_norm: 7.4058 2020-07-29 23:20:58,317 - mmaction - INFO - Epoch [57][2480/3757] lr: 1.000e-03, eta: 3 days, 16:27:41, time: 1.980, data_time: 0.006, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8469, loss_cls: 1.5131, loss: 1.5131, grad_norm: 7.0731 2020-07-29 23:21:37,216 - mmaction - INFO - Epoch [57][2500/3757] lr: 1.000e-03, eta: 3 days, 16:27:02, time: 1.939, data_time: 0.008, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8523, loss_cls: 1.5063, loss: 1.5063, grad_norm: 7.5737 2020-07-29 23:22:15,957 - mmaction - INFO - Epoch [57][2520/3757] lr: 1.000e-03, eta: 3 days, 16:26:22, time: 1.944, data_time: 0.009, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8523, loss_cls: 1.4270, loss: 1.4270, grad_norm: 7.2189 2020-07-29 23:22:55,772 - mmaction - INFO - Epoch [57][2540/3757] lr: 1.000e-03, eta: 3 days, 16:25:44, time: 1.987, data_time: 0.002, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8445, loss_cls: 1.5153, loss: 1.5153, grad_norm: 7.3776 2020-07-29 23:23:35,802 - mmaction - INFO - Epoch [57][2560/3757] lr: 1.000e-03, eta: 3 days, 16:25:05, time: 2.002, data_time: 0.008, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8633, loss_cls: 1.3472, loss: 1.3472, grad_norm: 6.9048 2020-07-29 23:24:15,893 - mmaction - INFO - Epoch [57][2580/3757] lr: 1.000e-03, eta: 3 days, 16:24:27, time: 2.002, data_time: 0.012, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8461, loss_cls: 1.4169, loss: 1.4169, grad_norm: 7.1079 2020-07-29 23:24:54,064 - mmaction - INFO - Epoch [57][2600/3757] lr: 1.000e-03, eta: 3 days, 16:23:47, time: 1.915, data_time: 0.010, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8547, loss_cls: 1.4043, loss: 1.4043, grad_norm: 7.0431 2020-07-29 23:25:35,126 - mmaction - INFO - Epoch [57][2620/3757] lr: 1.000e-03, eta: 3 days, 16:23:10, time: 2.052, data_time: 0.006, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8406, loss_cls: 1.5060, loss: 1.5060, grad_norm: 7.3886 2020-07-29 23:26:11,516 - mmaction - INFO - Epoch [57][2640/3757] lr: 1.000e-03, eta: 3 days, 16:22:28, time: 1.814, data_time: 0.041, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8531, loss_cls: 1.4445, loss: 1.4445, grad_norm: 7.0528 2020-07-29 23:26:51,378 - mmaction - INFO - Epoch [57][2660/3757] lr: 1.000e-03, eta: 3 days, 16:21:50, time: 1.999, data_time: 0.009, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8430, loss_cls: 1.4400, loss: 1.4400, grad_norm: 7.2324 2020-07-29 23:27:30,438 - mmaction - INFO - Epoch [57][2680/3757] lr: 1.000e-03, eta: 3 days, 16:21:11, time: 1.945, data_time: 0.008, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8570, loss_cls: 1.4187, loss: 1.4187, grad_norm: 7.0640 2020-07-29 23:28:10,665 - mmaction - INFO - Epoch [57][2700/3757] lr: 1.000e-03, eta: 3 days, 16:20:32, time: 2.019, data_time: 0.030, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8516, loss_cls: 1.4574, loss: 1.4574, grad_norm: 7.0139 2020-07-29 23:28:48,203 - mmaction - INFO - Epoch [57][2720/3757] lr: 1.000e-03, eta: 3 days, 16:19:52, time: 1.875, data_time: 0.009, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8414, loss_cls: 1.4616, loss: 1.4616, grad_norm: 7.2002 2020-07-29 23:29:27,017 - mmaction - INFO - Epoch [57][2740/3757] lr: 1.000e-03, eta: 3 days, 16:19:13, time: 1.943, data_time: 0.007, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8562, loss_cls: 1.4216, loss: 1.4216, grad_norm: 7.2167 2020-07-29 23:30:07,162 - mmaction - INFO - Epoch [57][2760/3757] lr: 1.000e-03, eta: 3 days, 16:18:34, time: 2.008, data_time: 0.008, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8445, loss_cls: 1.4840, loss: 1.4840, grad_norm: 7.1866 2020-07-29 23:30:44,961 - mmaction - INFO - Epoch [57][2780/3757] lr: 1.000e-03, eta: 3 days, 16:17:54, time: 1.889, data_time: 0.002, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8281, loss_cls: 1.4961, loss: 1.4961, grad_norm: 7.0397 2020-07-29 23:31:24,485 - mmaction - INFO - Epoch [57][2800/3757] lr: 1.000e-03, eta: 3 days, 16:17:15, time: 1.967, data_time: 0.008, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8328, loss_cls: 1.5110, loss: 1.5110, grad_norm: 7.3219 2020-07-29 23:32:04,980 - mmaction - INFO - Epoch [57][2820/3757] lr: 1.000e-03, eta: 3 days, 16:16:37, time: 2.033, data_time: 0.012, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8359, loss_cls: 1.4986, loss: 1.4986, grad_norm: 7.2140 2020-07-29 23:32:44,960 - mmaction - INFO - Epoch [57][2840/3757] lr: 1.000e-03, eta: 3 days, 16:15:59, time: 1.995, data_time: 0.004, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8266, loss_cls: 1.4691, loss: 1.4691, grad_norm: 7.0171 2020-07-29 23:33:21,755 - mmaction - INFO - Epoch [57][2860/3757] lr: 1.000e-03, eta: 3 days, 16:15:18, time: 1.843, data_time: 0.009, memory: 5170, top1_acc: 0.6062, top5_acc: 0.8203, loss_cls: 1.6421, loss: 1.6421, grad_norm: 7.4421 2020-07-29 23:34:01,029 - mmaction - INFO - Epoch [57][2880/3757] lr: 1.000e-03, eta: 3 days, 16:14:39, time: 1.958, data_time: 0.040, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8422, loss_cls: 1.4735, loss: 1.4735, grad_norm: 7.3397 2020-07-29 23:34:40,206 - mmaction - INFO - Epoch [57][2900/3757] lr: 1.000e-03, eta: 3 days, 16:14:00, time: 1.964, data_time: 0.010, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8516, loss_cls: 1.4256, loss: 1.4256, grad_norm: 7.1364 2020-07-29 23:35:15,889 - mmaction - INFO - Epoch [57][2920/3757] lr: 1.000e-03, eta: 3 days, 16:13:18, time: 1.780, data_time: 0.011, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8406, loss_cls: 1.4334, loss: 1.4334, grad_norm: 7.0887 2020-07-29 23:35:57,534 - mmaction - INFO - Epoch [57][2940/3757] lr: 1.000e-03, eta: 3 days, 16:12:41, time: 2.089, data_time: 0.019, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8281, loss_cls: 1.4685, loss: 1.4685, grad_norm: 7.1136 2020-07-29 23:36:33,798 - mmaction - INFO - Epoch [57][2960/3757] lr: 1.000e-03, eta: 3 days, 16:12:00, time: 1.807, data_time: 0.008, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8602, loss_cls: 1.4078, loss: 1.4078, grad_norm: 7.2484 2020-07-29 23:37:11,773 - mmaction - INFO - Epoch [57][2980/3757] lr: 1.000e-03, eta: 3 days, 16:11:20, time: 1.905, data_time: 0.010, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8438, loss_cls: 1.5002, loss: 1.5002, grad_norm: 7.2652 2020-07-29 23:37:49,666 - mmaction - INFO - Epoch [57][3000/3757] lr: 1.000e-03, eta: 3 days, 16:10:40, time: 1.886, data_time: 0.014, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8492, loss_cls: 1.4135, loss: 1.4135, grad_norm: 7.0731 2020-07-29 23:38:31,424 - mmaction - INFO - Epoch [57][3020/3757] lr: 1.000e-03, eta: 3 days, 16:10:03, time: 2.096, data_time: 1.012, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8492, loss_cls: 1.4184, loss: 1.4184, grad_norm: 6.9744 2020-07-29 23:39:11,747 - mmaction - INFO - Epoch [57][3040/3757] lr: 1.000e-03, eta: 3 days, 16:09:24, time: 2.013, data_time: 0.481, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8438, loss_cls: 1.4177, loss: 1.4177, grad_norm: 7.0924 2020-07-29 23:39:50,278 - mmaction - INFO - Epoch [57][3060/3757] lr: 1.000e-03, eta: 3 days, 16:08:45, time: 1.929, data_time: 0.013, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8391, loss_cls: 1.5316, loss: 1.5316, grad_norm: 7.5076 2020-07-29 23:40:30,784 - mmaction - INFO - Epoch [57][3080/3757] lr: 1.000e-03, eta: 3 days, 16:08:07, time: 2.023, data_time: 0.008, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8430, loss_cls: 1.4096, loss: 1.4096, grad_norm: 7.0667 2020-07-29 23:41:07,576 - mmaction - INFO - Epoch [57][3100/3757] lr: 1.000e-03, eta: 3 days, 16:07:26, time: 1.843, data_time: 0.011, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8562, loss_cls: 1.3733, loss: 1.3733, grad_norm: 6.9923 2020-07-29 23:41:45,673 - mmaction - INFO - Epoch [57][3120/3757] lr: 1.000e-03, eta: 3 days, 16:06:46, time: 1.894, data_time: 0.013, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8516, loss_cls: 1.4564, loss: 1.4564, grad_norm: 7.4303 2020-07-29 23:42:25,261 - mmaction - INFO - Epoch [57][3140/3757] lr: 1.000e-03, eta: 3 days, 16:06:07, time: 1.985, data_time: 0.013, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8625, loss_cls: 1.3569, loss: 1.3569, grad_norm: 7.0272 2020-07-29 23:43:04,464 - mmaction - INFO - Epoch [57][3160/3757] lr: 1.000e-03, eta: 3 days, 16:05:28, time: 1.958, data_time: 0.014, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8523, loss_cls: 1.4239, loss: 1.4239, grad_norm: 7.2077 2020-07-29 23:43:46,037 - mmaction - INFO - Epoch [57][3180/3757] lr: 1.000e-03, eta: 3 days, 16:04:51, time: 2.085, data_time: 0.010, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8398, loss_cls: 1.5174, loss: 1.5174, grad_norm: 7.4143 2020-07-29 23:44:28,190 - mmaction - INFO - Epoch [57][3200/3757] lr: 1.000e-03, eta: 3 days, 16:04:14, time: 2.108, data_time: 0.016, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8484, loss_cls: 1.3908, loss: 1.3908, grad_norm: 6.9978 2020-07-29 23:45:04,098 - mmaction - INFO - Epoch [57][3220/3757] lr: 1.000e-03, eta: 3 days, 16:03:33, time: 1.794, data_time: 0.003, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8305, loss_cls: 1.5112, loss: 1.5112, grad_norm: 7.3027 2020-07-29 23:45:43,724 - mmaction - INFO - Epoch [57][3240/3757] lr: 1.000e-03, eta: 3 days, 16:02:54, time: 1.975, data_time: 0.039, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8617, loss_cls: 1.3541, loss: 1.3541, grad_norm: 6.9316 2020-07-29 23:46:22,460 - mmaction - INFO - Epoch [57][3260/3757] lr: 1.000e-03, eta: 3 days, 16:02:14, time: 1.941, data_time: 0.010, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8445, loss_cls: 1.4302, loss: 1.4302, grad_norm: 7.0844 2020-07-29 23:47:05,089 - mmaction - INFO - Epoch [57][3280/3757] lr: 1.000e-03, eta: 3 days, 16:01:38, time: 2.133, data_time: 0.012, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8320, loss_cls: 1.5021, loss: 1.5021, grad_norm: 7.1061 2020-07-29 23:47:42,948 - mmaction - INFO - Epoch [57][3300/3757] lr: 1.000e-03, eta: 3 days, 16:00:58, time: 1.896, data_time: 0.005, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3783, loss: 1.3783, grad_norm: 6.8490 2020-07-29 23:48:19,182 - mmaction - INFO - Epoch [57][3320/3757] lr: 1.000e-03, eta: 3 days, 16:00:17, time: 1.808, data_time: 0.008, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8367, loss_cls: 1.5115, loss: 1.5115, grad_norm: 7.2695 2020-07-29 23:49:01,060 - mmaction - INFO - Epoch [57][3340/3757] lr: 1.000e-03, eta: 3 days, 15:59:40, time: 2.097, data_time: 0.009, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8414, loss_cls: 1.5075, loss: 1.5075, grad_norm: 7.3815 2020-07-29 23:49:40,089 - mmaction - INFO - Epoch [57][3360/3757] lr: 1.000e-03, eta: 3 days, 15:59:00, time: 1.942, data_time: 0.008, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8500, loss_cls: 1.4168, loss: 1.4168, grad_norm: 7.1493 2020-07-29 23:50:18,228 - mmaction - INFO - Epoch [57][3380/3757] lr: 1.000e-03, eta: 3 days, 15:58:21, time: 1.910, data_time: 0.018, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8469, loss_cls: 1.4675, loss: 1.4675, grad_norm: 7.2313 2020-07-29 23:50:57,410 - mmaction - INFO - Epoch [57][3400/3757] lr: 1.000e-03, eta: 3 days, 15:57:41, time: 1.959, data_time: 0.011, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8359, loss_cls: 1.4888, loss: 1.4888, grad_norm: 7.3842 2020-07-29 23:51:37,528 - mmaction - INFO - Epoch [57][3420/3757] lr: 1.000e-03, eta: 3 days, 15:57:03, time: 2.012, data_time: 0.010, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8648, loss_cls: 1.3528, loss: 1.3528, grad_norm: 6.9586 2020-07-29 23:52:15,078 - mmaction - INFO - Epoch [57][3440/3757] lr: 1.000e-03, eta: 3 days, 15:56:23, time: 1.872, data_time: 0.026, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8391, loss_cls: 1.5219, loss: 1.5219, grad_norm: 7.2765 2020-07-29 23:52:52,608 - mmaction - INFO - Epoch [57][3460/3757] lr: 1.000e-03, eta: 3 days, 15:55:43, time: 1.882, data_time: 0.010, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8594, loss_cls: 1.4315, loss: 1.4315, grad_norm: 7.4155 2020-07-29 23:53:33,999 - mmaction - INFO - Epoch [57][3480/3757] lr: 1.000e-03, eta: 3 days, 15:55:05, time: 2.063, data_time: 0.025, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8547, loss_cls: 1.4103, loss: 1.4103, grad_norm: 6.9984 2020-07-29 23:54:09,639 - mmaction - INFO - Epoch [57][3500/3757] lr: 1.000e-03, eta: 3 days, 15:54:23, time: 1.788, data_time: 0.059, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8344, loss_cls: 1.4732, loss: 1.4732, grad_norm: 7.1139 2020-07-29 23:54:51,189 - mmaction - INFO - Epoch [57][3520/3757] lr: 1.000e-03, eta: 3 days, 15:53:46, time: 2.078, data_time: 0.021, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8453, loss_cls: 1.4454, loss: 1.4454, grad_norm: 7.1217 2020-07-29 23:55:31,900 - mmaction - INFO - Epoch [57][3540/3757] lr: 1.000e-03, eta: 3 days, 15:53:08, time: 2.034, data_time: 0.346, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8453, loss_cls: 1.4165, loss: 1.4165, grad_norm: 7.0272 2020-07-29 23:56:11,006 - mmaction - INFO - Epoch [57][3560/3757] lr: 1.000e-03, eta: 3 days, 15:52:29, time: 1.954, data_time: 0.005, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8508, loss_cls: 1.4871, loss: 1.4871, grad_norm: 7.1570 2020-07-29 23:56:47,007 - mmaction - INFO - Epoch [57][3580/3757] lr: 1.000e-03, eta: 3 days, 15:51:48, time: 1.803, data_time: 0.010, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8492, loss_cls: 1.4259, loss: 1.4259, grad_norm: 7.0510 2020-07-29 23:57:30,060 - mmaction - INFO - Epoch [57][3600/3757] lr: 1.000e-03, eta: 3 days, 15:51:11, time: 2.151, data_time: 0.009, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8430, loss_cls: 1.4608, loss: 1.4608, grad_norm: 7.2709 2020-07-29 23:58:06,756 - mmaction - INFO - Epoch [57][3620/3757] lr: 1.000e-03, eta: 3 days, 15:50:31, time: 1.837, data_time: 0.006, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8398, loss_cls: 1.4757, loss: 1.4757, grad_norm: 7.2513 2020-07-29 23:58:45,019 - mmaction - INFO - Epoch [57][3640/3757] lr: 1.000e-03, eta: 3 days, 15:49:51, time: 1.906, data_time: 0.055, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8430, loss_cls: 1.4887, loss: 1.4887, grad_norm: 6.9682 2020-07-29 23:59:25,096 - mmaction - INFO - Epoch [57][3660/3757] lr: 1.000e-03, eta: 3 days, 15:49:12, time: 2.009, data_time: 0.016, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8539, loss_cls: 1.4878, loss: 1.4878, grad_norm: 7.4145 2020-07-30 00:00:03,176 - mmaction - INFO - Epoch [57][3680/3757] lr: 1.000e-03, eta: 3 days, 15:48:32, time: 1.887, data_time: 0.340, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8539, loss_cls: 1.4872, loss: 1.4872, grad_norm: 7.4082 2020-07-30 00:00:44,708 - mmaction - INFO - Epoch [57][3700/3757] lr: 1.000e-03, eta: 3 days, 15:47:55, time: 2.082, data_time: 0.232, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8492, loss_cls: 1.4033, loss: 1.4033, grad_norm: 6.9356 2020-07-30 00:01:22,463 - mmaction - INFO - Epoch [57][3720/3757] lr: 1.000e-03, eta: 3 days, 15:47:15, time: 1.890, data_time: 0.021, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8516, loss_cls: 1.4343, loss: 1.4343, grad_norm: 7.2683 2020-07-30 00:02:03,256 - mmaction - INFO - Epoch [57][3740/3757] lr: 1.000e-03, eta: 3 days, 15:46:37, time: 2.048, data_time: 0.014, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8461, loss_cls: 1.4587, loss: 1.4587, grad_norm: 7.2262 2020-07-30 00:02:28,352 - mmaction - INFO - Saving checkpoint at 57 epochs 2020-07-30 00:03:27,039 - mmaction - INFO - Epoch [58][20/3757] lr: 1.000e-03, eta: 3 days, 15:45:13, time: 2.823, data_time: 1.387, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8562, loss_cls: 1.4078, loss: 1.4078, grad_norm: 7.1116 2020-07-30 00:04:08,063 - mmaction - INFO - Epoch [58][40/3757] lr: 1.000e-03, eta: 3 days, 15:44:35, time: 2.058, data_time: 0.312, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8469, loss_cls: 1.4457, loss: 1.4457, grad_norm: 7.0987 2020-07-30 00:04:50,021 - mmaction - INFO - Epoch [58][60/3757] lr: 1.000e-03, eta: 3 days, 15:43:58, time: 2.097, data_time: 0.075, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8516, loss_cls: 1.4146, loss: 1.4146, grad_norm: 7.2986 2020-07-30 00:05:28,810 - mmaction - INFO - Epoch [58][80/3757] lr: 1.000e-03, eta: 3 days, 15:43:19, time: 1.939, data_time: 0.009, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8445, loss_cls: 1.4357, loss: 1.4357, grad_norm: 7.2366 2020-07-30 00:06:08,241 - mmaction - INFO - Epoch [58][100/3757] lr: 1.000e-03, eta: 3 days, 15:42:40, time: 1.973, data_time: 0.005, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8398, loss_cls: 1.5161, loss: 1.5161, grad_norm: 7.1851 2020-07-30 00:06:47,631 - mmaction - INFO - Epoch [58][120/3757] lr: 1.000e-03, eta: 3 days, 15:42:01, time: 1.964, data_time: 0.008, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8500, loss_cls: 1.3762, loss: 1.3762, grad_norm: 7.0574 2020-07-30 00:07:24,705 - mmaction - INFO - Epoch [58][140/3757] lr: 1.000e-03, eta: 3 days, 15:41:20, time: 1.859, data_time: 0.009, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8305, loss_cls: 1.4984, loss: 1.4984, grad_norm: 7.4532 2020-07-30 00:08:05,360 - mmaction - INFO - Epoch [58][160/3757] lr: 1.000e-03, eta: 3 days, 15:40:42, time: 2.025, data_time: 0.010, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8469, loss_cls: 1.4670, loss: 1.4670, grad_norm: 7.2191 2020-07-30 00:08:44,230 - mmaction - INFO - Epoch [58][180/3757] lr: 1.000e-03, eta: 3 days, 15:40:03, time: 1.952, data_time: 0.012, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8547, loss_cls: 1.4145, loss: 1.4145, grad_norm: 7.4000 2020-07-30 00:09:25,083 - mmaction - INFO - Epoch [58][200/3757] lr: 1.000e-03, eta: 3 days, 15:39:25, time: 2.039, data_time: 0.009, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8469, loss_cls: 1.4569, loss: 1.4569, grad_norm: 7.2700 2020-07-30 00:10:02,767 - mmaction - INFO - Epoch [58][220/3757] lr: 1.000e-03, eta: 3 days, 15:38:45, time: 1.887, data_time: 0.008, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8727, loss_cls: 1.3486, loss: 1.3486, grad_norm: 7.1116 2020-07-30 00:10:43,350 - mmaction - INFO - Epoch [58][240/3757] lr: 1.000e-03, eta: 3 days, 15:38:07, time: 2.029, data_time: 0.002, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8336, loss_cls: 1.4998, loss: 1.4998, grad_norm: 7.3398 2020-07-30 00:11:19,856 - mmaction - INFO - Epoch [58][260/3757] lr: 1.000e-03, eta: 3 days, 15:37:26, time: 1.825, data_time: 0.024, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8391, loss_cls: 1.4322, loss: 1.4322, grad_norm: 6.9606 2020-07-30 00:11:59,787 - mmaction - INFO - Epoch [58][280/3757] lr: 1.000e-03, eta: 3 days, 15:36:48, time: 1.993, data_time: 0.143, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8414, loss_cls: 1.5009, loss: 1.5009, grad_norm: 7.1801 2020-07-30 00:12:38,981 - mmaction - INFO - Epoch [58][300/3757] lr: 1.000e-03, eta: 3 days, 15:36:08, time: 1.956, data_time: 0.010, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8516, loss_cls: 1.4072, loss: 1.4072, grad_norm: 7.0593 2020-07-30 00:13:18,470 - mmaction - INFO - Epoch [58][320/3757] lr: 1.000e-03, eta: 3 days, 15:35:30, time: 1.980, data_time: 0.012, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8500, loss_cls: 1.4172, loss: 1.4172, grad_norm: 6.9693 2020-07-30 00:13:56,754 - mmaction - INFO - Epoch [58][340/3757] lr: 1.000e-03, eta: 3 days, 15:34:50, time: 1.916, data_time: 0.005, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8477, loss_cls: 1.4687, loss: 1.4687, grad_norm: 7.1575 2020-07-30 00:14:35,148 - mmaction - INFO - Epoch [58][360/3757] lr: 1.000e-03, eta: 3 days, 15:34:10, time: 1.910, data_time: 0.030, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8430, loss_cls: 1.4473, loss: 1.4473, grad_norm: 7.0862 2020-07-30 00:15:17,301 - mmaction - INFO - Epoch [58][380/3757] lr: 1.000e-03, eta: 3 days, 15:33:34, time: 2.117, data_time: 0.013, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8430, loss_cls: 1.4316, loss: 1.4316, grad_norm: 7.0824 2020-07-30 00:15:53,782 - mmaction - INFO - Epoch [58][400/3757] lr: 1.000e-03, eta: 3 days, 15:32:52, time: 1.825, data_time: 0.549, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8578, loss_cls: 1.4004, loss: 1.4004, grad_norm: 7.1732 2020-07-30 00:16:35,009 - mmaction - INFO - Epoch [58][420/3757] lr: 1.000e-03, eta: 3 days, 15:32:15, time: 2.061, data_time: 0.740, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8320, loss_cls: 1.5099, loss: 1.5099, grad_norm: 7.0816 2020-07-30 00:17:14,544 - mmaction - INFO - Epoch [58][440/3757] lr: 1.000e-03, eta: 3 days, 15:31:36, time: 1.973, data_time: 0.374, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8570, loss_cls: 1.3632, loss: 1.3632, grad_norm: 7.0616 2020-07-30 00:17:52,347 - mmaction - INFO - Epoch [58][460/3757] lr: 1.000e-03, eta: 3 days, 15:30:56, time: 1.895, data_time: 0.009, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8500, loss_cls: 1.4493, loss: 1.4493, grad_norm: 7.3955 2020-07-30 00:18:32,488 - mmaction - INFO - Epoch [58][480/3757] lr: 1.000e-03, eta: 3 days, 15:30:18, time: 2.006, data_time: 1.202, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8539, loss_cls: 1.3812, loss: 1.3812, grad_norm: 7.0591 2020-07-30 00:19:11,064 - mmaction - INFO - Epoch [58][500/3757] lr: 1.000e-03, eta: 3 days, 15:29:38, time: 1.927, data_time: 1.346, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8516, loss_cls: 1.4217, loss: 1.4217, grad_norm: 7.1875 2020-07-30 00:19:49,597 - mmaction - INFO - Epoch [58][520/3757] lr: 1.000e-03, eta: 3 days, 15:28:58, time: 1.924, data_time: 1.090, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8438, loss_cls: 1.4828, loss: 1.4828, grad_norm: 7.5400 2020-07-30 00:20:30,033 - mmaction - INFO - Epoch [58][540/3757] lr: 1.000e-03, eta: 3 days, 15:28:20, time: 2.019, data_time: 1.298, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8539, loss_cls: 1.3850, loss: 1.3850, grad_norm: 6.6747 2020-07-30 00:21:09,155 - mmaction - INFO - Epoch [58][560/3757] lr: 1.000e-03, eta: 3 days, 15:27:41, time: 1.964, data_time: 0.711, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8578, loss_cls: 1.3436, loss: 1.3436, grad_norm: 6.8095 2020-07-30 00:21:48,933 - mmaction - INFO - Epoch [58][580/3757] lr: 1.000e-03, eta: 3 days, 15:27:03, time: 1.989, data_time: 0.007, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8359, loss_cls: 1.5217, loss: 1.5217, grad_norm: 7.4694 2020-07-30 00:22:24,383 - mmaction - INFO - Epoch [58][600/3757] lr: 1.000e-03, eta: 3 days, 15:26:21, time: 1.771, data_time: 0.009, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8406, loss_cls: 1.4710, loss: 1.4710, grad_norm: 7.2245 2020-07-30 00:23:06,011 - mmaction - INFO - Epoch [58][620/3757] lr: 1.000e-03, eta: 3 days, 15:25:44, time: 2.083, data_time: 0.009, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8492, loss_cls: 1.4482, loss: 1.4482, grad_norm: 7.3879 2020-07-30 00:23:41,663 - mmaction - INFO - Epoch [58][640/3757] lr: 1.000e-03, eta: 3 days, 15:25:02, time: 1.782, data_time: 0.002, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8438, loss_cls: 1.4552, loss: 1.4552, grad_norm: 7.2048 2020-07-30 00:24:17,950 - mmaction - INFO - Epoch [58][660/3757] lr: 1.000e-03, eta: 3 days, 15:24:21, time: 1.809, data_time: 0.009, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8469, loss_cls: 1.4275, loss: 1.4275, grad_norm: 7.2828 2020-07-30 00:24:58,598 - mmaction - INFO - Epoch [58][680/3757] lr: 1.000e-03, eta: 3 days, 15:23:43, time: 2.038, data_time: 0.009, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8547, loss_cls: 1.4129, loss: 1.4129, grad_norm: 7.0651 2020-07-30 00:25:41,646 - mmaction - INFO - Epoch [58][700/3757] lr: 1.000e-03, eta: 3 days, 15:23:06, time: 2.145, data_time: 0.292, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8336, loss_cls: 1.4914, loss: 1.4914, grad_norm: 7.4339 2020-07-30 00:26:20,185 - mmaction - INFO - Epoch [58][720/3757] lr: 1.000e-03, eta: 3 days, 15:22:27, time: 1.933, data_time: 0.502, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8461, loss_cls: 1.4699, loss: 1.4699, grad_norm: 6.9553 2020-07-30 00:27:00,418 - mmaction - INFO - Epoch [58][740/3757] lr: 1.000e-03, eta: 3 days, 15:21:49, time: 2.011, data_time: 0.015, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8555, loss_cls: 1.3953, loss: 1.3953, grad_norm: 7.0695 2020-07-30 00:27:35,638 - mmaction - INFO - Epoch [58][760/3757] lr: 1.000e-03, eta: 3 days, 15:21:07, time: 1.755, data_time: 0.004, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8469, loss_cls: 1.4423, loss: 1.4423, grad_norm: 7.1171 2020-07-30 00:28:16,027 - mmaction - INFO - Epoch [58][780/3757] lr: 1.000e-03, eta: 3 days, 15:20:28, time: 2.025, data_time: 0.011, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8695, loss_cls: 1.3110, loss: 1.3110, grad_norm: 6.8759 2020-07-30 00:28:52,956 - mmaction - INFO - Epoch [58][800/3757] lr: 1.000e-03, eta: 3 days, 15:19:48, time: 1.848, data_time: 0.024, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8531, loss_cls: 1.3824, loss: 1.3824, grad_norm: 7.0551 2020-07-30 00:29:32,687 - mmaction - INFO - Epoch [58][820/3757] lr: 1.000e-03, eta: 3 days, 15:19:09, time: 1.985, data_time: 0.056, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8664, loss_cls: 1.3641, loss: 1.3641, grad_norm: 7.2346 2020-07-30 00:30:09,501 - mmaction - INFO - Epoch [58][840/3757] lr: 1.000e-03, eta: 3 days, 15:18:28, time: 1.841, data_time: 0.039, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8352, loss_cls: 1.4910, loss: 1.4910, grad_norm: 7.1208 2020-07-30 00:30:45,061 - mmaction - INFO - Epoch [58][860/3757] lr: 1.000e-03, eta: 3 days, 15:17:46, time: 1.780, data_time: 0.285, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8406, loss_cls: 1.4260, loss: 1.4260, grad_norm: 7.1979 2020-07-30 00:31:25,258 - mmaction - INFO - Epoch [58][880/3757] lr: 1.000e-03, eta: 3 days, 15:17:08, time: 2.010, data_time: 0.987, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8398, loss_cls: 1.4801, loss: 1.4801, grad_norm: 7.1565 2020-07-30 00:32:05,112 - mmaction - INFO - Epoch [58][900/3757] lr: 1.000e-03, eta: 3 days, 15:16:30, time: 1.993, data_time: 0.834, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8336, loss_cls: 1.5273, loss: 1.5273, grad_norm: 7.3594 2020-07-30 00:32:44,837 - mmaction - INFO - Epoch [58][920/3757] lr: 1.000e-03, eta: 3 days, 15:15:51, time: 1.980, data_time: 0.122, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8484, loss_cls: 1.4505, loss: 1.4505, grad_norm: 7.2615 2020-07-30 00:33:24,911 - mmaction - INFO - Epoch [58][940/3757] lr: 1.000e-03, eta: 3 days, 15:15:13, time: 2.009, data_time: 0.009, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8570, loss_cls: 1.4507, loss: 1.4507, grad_norm: 7.2560 2020-07-30 00:34:06,995 - mmaction - INFO - Epoch [58][960/3757] lr: 1.000e-03, eta: 3 days, 15:14:36, time: 2.105, data_time: 0.009, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8523, loss_cls: 1.4073, loss: 1.4073, grad_norm: 7.0497 2020-07-30 00:34:44,057 - mmaction - INFO - Epoch [58][980/3757] lr: 1.000e-03, eta: 3 days, 15:13:55, time: 1.853, data_time: 0.002, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8523, loss_cls: 1.4347, loss: 1.4347, grad_norm: 7.2695 2020-07-30 00:35:23,265 - mmaction - INFO - Epoch [58][1000/3757] lr: 1.000e-03, eta: 3 days, 15:13:16, time: 1.953, data_time: 0.008, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.4268, loss: 1.4268, grad_norm: 7.3637 2020-07-30 00:35:59,892 - mmaction - INFO - Epoch [58][1020/3757] lr: 1.000e-03, eta: 3 days, 15:12:35, time: 1.838, data_time: 0.011, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8492, loss_cls: 1.4036, loss: 1.4036, grad_norm: 7.1143 2020-07-30 00:36:40,362 - mmaction - INFO - Epoch [58][1040/3757] lr: 1.000e-03, eta: 3 days, 15:11:57, time: 2.020, data_time: 0.009, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8453, loss_cls: 1.5187, loss: 1.5187, grad_norm: 7.3845 2020-07-30 00:37:14,917 - mmaction - INFO - Epoch [58][1060/3757] lr: 1.000e-03, eta: 3 days, 15:11:14, time: 1.730, data_time: 0.112, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8594, loss_cls: 1.3925, loss: 1.3925, grad_norm: 7.0676 2020-07-30 00:37:56,782 - mmaction - INFO - Epoch [58][1080/3757] lr: 1.000e-03, eta: 3 days, 15:10:37, time: 2.094, data_time: 0.132, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8375, loss_cls: 1.4942, loss: 1.4942, grad_norm: 7.3619 2020-07-30 00:38:35,763 - mmaction - INFO - Epoch [58][1100/3757] lr: 1.000e-03, eta: 3 days, 15:09:58, time: 1.948, data_time: 0.042, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8562, loss_cls: 1.3716, loss: 1.3716, grad_norm: 6.9248 2020-07-30 00:39:13,329 - mmaction - INFO - Epoch [58][1120/3757] lr: 1.000e-03, eta: 3 days, 15:09:18, time: 1.877, data_time: 0.008, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8445, loss_cls: 1.4666, loss: 1.4666, grad_norm: 7.2770 2020-07-30 00:39:53,244 - mmaction - INFO - Epoch [58][1140/3757] lr: 1.000e-03, eta: 3 days, 15:08:39, time: 1.996, data_time: 0.489, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8438, loss_cls: 1.3941, loss: 1.3941, grad_norm: 7.0907 2020-07-30 00:40:31,024 - mmaction - INFO - Epoch [58][1160/3757] lr: 1.000e-03, eta: 3 days, 15:07:59, time: 1.886, data_time: 0.009, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8562, loss_cls: 1.4392, loss: 1.4392, grad_norm: 7.1977 2020-07-30 00:41:10,815 - mmaction - INFO - Epoch [58][1180/3757] lr: 1.000e-03, eta: 3 days, 15:07:21, time: 1.992, data_time: 0.012, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8406, loss_cls: 1.4986, loss: 1.4986, grad_norm: 7.2532 2020-07-30 00:41:52,427 - mmaction - INFO - Epoch [58][1200/3757] lr: 1.000e-03, eta: 3 days, 15:06:43, time: 2.081, data_time: 0.008, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8516, loss_cls: 1.3516, loss: 1.3516, grad_norm: 6.8646 2020-07-30 00:42:28,586 - mmaction - INFO - Epoch [58][1220/3757] lr: 1.000e-03, eta: 3 days, 15:06:02, time: 1.809, data_time: 0.003, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8734, loss_cls: 1.2716, loss: 1.2716, grad_norm: 6.9516 2020-07-30 00:43:08,000 - mmaction - INFO - Epoch [58][1240/3757] lr: 1.000e-03, eta: 3 days, 15:05:23, time: 1.963, data_time: 0.006, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8414, loss_cls: 1.4701, loss: 1.4701, grad_norm: 7.4839 2020-07-30 00:43:45,777 - mmaction - INFO - Epoch [58][1260/3757] lr: 1.000e-03, eta: 3 days, 15:04:43, time: 1.896, data_time: 0.010, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.4413, loss: 1.4413, grad_norm: 7.2895 2020-07-30 00:44:24,269 - mmaction - INFO - Epoch [58][1280/3757] lr: 1.000e-03, eta: 3 days, 15:04:03, time: 1.916, data_time: 0.007, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8484, loss_cls: 1.3828, loss: 1.3828, grad_norm: 7.0453 2020-07-30 00:45:02,469 - mmaction - INFO - Epoch [58][1300/3757] lr: 1.000e-03, eta: 3 days, 15:03:24, time: 1.918, data_time: 0.011, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8500, loss_cls: 1.4022, loss: 1.4022, grad_norm: 7.1679 2020-07-30 00:45:40,386 - mmaction - INFO - Epoch [58][1320/3757] lr: 1.000e-03, eta: 3 days, 15:02:44, time: 1.895, data_time: 0.004, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8438, loss_cls: 1.4629, loss: 1.4629, grad_norm: 7.0846 2020-07-30 00:46:19,974 - mmaction - INFO - Epoch [58][1340/3757] lr: 1.000e-03, eta: 3 days, 15:02:05, time: 1.976, data_time: 0.003, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8438, loss_cls: 1.4684, loss: 1.4684, grad_norm: 7.2652 2020-07-30 00:46:57,930 - mmaction - INFO - Epoch [58][1360/3757] lr: 1.000e-03, eta: 3 days, 15:01:25, time: 1.902, data_time: 0.223, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8508, loss_cls: 1.3988, loss: 1.3988, grad_norm: 7.0971 2020-07-30 00:47:36,381 - mmaction - INFO - Epoch [58][1380/3757] lr: 1.000e-03, eta: 3 days, 15:00:45, time: 1.919, data_time: 1.174, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8359, loss_cls: 1.5051, loss: 1.5051, grad_norm: 7.5604 2020-07-30 00:48:16,791 - mmaction - INFO - Epoch [58][1400/3757] lr: 1.000e-03, eta: 3 days, 15:00:07, time: 2.023, data_time: 0.530, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8438, loss_cls: 1.4535, loss: 1.4535, grad_norm: 7.1012 2020-07-30 00:48:56,569 - mmaction - INFO - Epoch [58][1420/3757] lr: 1.000e-03, eta: 3 days, 14:59:28, time: 1.984, data_time: 0.026, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8469, loss_cls: 1.4234, loss: 1.4234, grad_norm: 7.1383 2020-07-30 00:49:36,783 - mmaction - INFO - Epoch [58][1440/3757] lr: 1.000e-03, eta: 3 days, 14:58:50, time: 2.017, data_time: 0.008, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8438, loss_cls: 1.4848, loss: 1.4848, grad_norm: 7.2199 2020-07-30 00:50:15,218 - mmaction - INFO - Epoch [58][1460/3757] lr: 1.000e-03, eta: 3 days, 14:58:11, time: 1.918, data_time: 0.008, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8484, loss_cls: 1.4555, loss: 1.4555, grad_norm: 7.2846 2020-07-30 00:50:54,726 - mmaction - INFO - Epoch [58][1480/3757] lr: 1.000e-03, eta: 3 days, 14:57:32, time: 1.978, data_time: 0.476, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8477, loss_cls: 1.4403, loss: 1.4403, grad_norm: 7.2552 2020-07-30 00:51:29,623 - mmaction - INFO - Epoch [58][1500/3757] lr: 1.000e-03, eta: 3 days, 14:56:50, time: 1.745, data_time: 0.545, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8711, loss_cls: 1.3430, loss: 1.3430, grad_norm: 7.1434 2020-07-30 00:52:10,899 - mmaction - INFO - Epoch [58][1520/3757] lr: 1.000e-03, eta: 3 days, 14:56:12, time: 2.056, data_time: 0.189, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8492, loss_cls: 1.4188, loss: 1.4188, grad_norm: 6.9976 2020-07-30 00:52:47,643 - mmaction - INFO - Epoch [58][1540/3757] lr: 1.000e-03, eta: 3 days, 14:55:31, time: 1.846, data_time: 0.012, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8469, loss_cls: 1.3694, loss: 1.3694, grad_norm: 7.0472 2020-07-30 00:53:25,640 - mmaction - INFO - Epoch [58][1560/3757] lr: 1.000e-03, eta: 3 days, 14:54:51, time: 1.897, data_time: 0.259, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8602, loss_cls: 1.3846, loss: 1.3846, grad_norm: 7.1892 2020-07-30 00:54:09,007 - mmaction - INFO - Epoch [58][1580/3757] lr: 1.000e-03, eta: 3 days, 14:54:15, time: 2.171, data_time: 1.205, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8367, loss_cls: 1.5060, loss: 1.5060, grad_norm: 7.2024 2020-07-30 00:54:43,907 - mmaction - INFO - Epoch [58][1600/3757] lr: 1.000e-03, eta: 3 days, 14:53:33, time: 1.746, data_time: 1.035, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8609, loss_cls: 1.3967, loss: 1.3967, grad_norm: 7.2836 2020-07-30 00:55:23,274 - mmaction - INFO - Epoch [58][1620/3757] lr: 1.000e-03, eta: 3 days, 14:52:54, time: 1.964, data_time: 0.959, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8594, loss_cls: 1.3992, loss: 1.3992, grad_norm: 6.9884 2020-07-30 00:56:02,461 - mmaction - INFO - Epoch [58][1640/3757] lr: 1.000e-03, eta: 3 days, 14:52:15, time: 1.963, data_time: 0.094, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8664, loss_cls: 1.3709, loss: 1.3709, grad_norm: 7.2335 2020-07-30 00:56:41,969 - mmaction - INFO - Epoch [58][1660/3757] lr: 1.000e-03, eta: 3 days, 14:51:36, time: 1.975, data_time: 0.008, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8484, loss_cls: 1.4602, loss: 1.4602, grad_norm: 7.3227 2020-07-30 00:57:20,179 - mmaction - INFO - Epoch [58][1680/3757] lr: 1.000e-03, eta: 3 days, 14:50:56, time: 1.910, data_time: 0.003, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8508, loss_cls: 1.4239, loss: 1.4239, grad_norm: 7.2422 2020-07-30 00:57:58,727 - mmaction - INFO - Epoch [58][1700/3757] lr: 1.000e-03, eta: 3 days, 14:50:17, time: 1.920, data_time: 0.008, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8508, loss_cls: 1.4044, loss: 1.4044, grad_norm: 6.9106 2020-07-30 00:58:34,231 - mmaction - INFO - Epoch [58][1720/3757] lr: 1.000e-03, eta: 3 days, 14:49:35, time: 1.783, data_time: 0.084, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8602, loss_cls: 1.3743, loss: 1.3743, grad_norm: 7.0557 2020-07-30 00:59:13,710 - mmaction - INFO - Epoch [58][1740/3757] lr: 1.000e-03, eta: 3 days, 14:48:56, time: 1.967, data_time: 0.263, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8484, loss_cls: 1.4117, loss: 1.4117, grad_norm: 7.0704 2020-07-30 00:59:52,526 - mmaction - INFO - Epoch [58][1760/3757] lr: 1.000e-03, eta: 3 days, 14:48:17, time: 1.947, data_time: 0.010, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8500, loss_cls: 1.4384, loss: 1.4384, grad_norm: 7.4330 2020-07-30 01:00:27,201 - mmaction - INFO - Epoch [58][1780/3757] lr: 1.000e-03, eta: 3 days, 14:47:34, time: 1.724, data_time: 0.323, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8547, loss_cls: 1.3730, loss: 1.3730, grad_norm: 7.1501 2020-07-30 01:01:10,319 - mmaction - INFO - Epoch [58][1800/3757] lr: 1.000e-03, eta: 3 days, 14:46:58, time: 2.165, data_time: 1.211, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8359, loss_cls: 1.4744, loss: 1.4744, grad_norm: 7.1928 2020-07-30 01:01:49,068 - mmaction - INFO - Epoch [58][1820/3757] lr: 1.000e-03, eta: 3 days, 14:46:19, time: 1.934, data_time: 1.283, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8500, loss_cls: 1.5154, loss: 1.5154, grad_norm: 7.2706 2020-07-30 01:02:26,944 - mmaction - INFO - Epoch [58][1840/3757] lr: 1.000e-03, eta: 3 days, 14:45:39, time: 1.899, data_time: 0.942, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8438, loss_cls: 1.4786, loss: 1.4786, grad_norm: 7.2413 2020-07-30 01:03:04,800 - mmaction - INFO - Epoch [58][1860/3757] lr: 1.000e-03, eta: 3 days, 14:44:59, time: 1.890, data_time: 0.615, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8508, loss_cls: 1.4157, loss: 1.4157, grad_norm: 6.9899 2020-07-30 01:03:42,487 - mmaction - INFO - Epoch [58][1880/3757] lr: 1.000e-03, eta: 3 days, 14:44:19, time: 1.887, data_time: 0.396, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8633, loss_cls: 1.3736, loss: 1.3736, grad_norm: 7.2035 2020-07-30 01:04:24,137 - mmaction - INFO - Epoch [58][1900/3757] lr: 1.000e-03, eta: 3 days, 14:43:41, time: 2.073, data_time: 1.185, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8422, loss_cls: 1.5159, loss: 1.5159, grad_norm: 7.2356 2020-07-30 01:05:03,834 - mmaction - INFO - Epoch [58][1920/3757] lr: 1.000e-03, eta: 3 days, 14:43:03, time: 1.994, data_time: 0.566, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8617, loss_cls: 1.3287, loss: 1.3287, grad_norm: 6.9478 2020-07-30 01:05:42,957 - mmaction - INFO - Epoch [58][1940/3757] lr: 1.000e-03, eta: 3 days, 14:42:24, time: 1.957, data_time: 0.004, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8531, loss_cls: 1.4141, loss: 1.4141, grad_norm: 7.2663 2020-07-30 01:06:22,744 - mmaction - INFO - Epoch [58][1960/3757] lr: 1.000e-03, eta: 3 days, 14:41:45, time: 1.987, data_time: 0.010, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8641, loss_cls: 1.3700, loss: 1.3700, grad_norm: 6.9982 2020-07-30 01:07:01,051 - mmaction - INFO - Epoch [58][1980/3757] lr: 1.000e-03, eta: 3 days, 14:41:05, time: 1.917, data_time: 0.008, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8477, loss_cls: 1.4425, loss: 1.4425, grad_norm: 7.3785 2020-07-30 01:07:42,095 - mmaction - INFO - Epoch [58][2000/3757] lr: 1.000e-03, eta: 3 days, 14:40:28, time: 2.052, data_time: 0.014, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8602, loss_cls: 1.3517, loss: 1.3517, grad_norm: 7.0415 2020-07-30 01:08:18,576 - mmaction - INFO - Epoch [58][2020/3757] lr: 1.000e-03, eta: 3 days, 14:39:47, time: 1.825, data_time: 0.003, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8477, loss_cls: 1.4516, loss: 1.4516, grad_norm: 7.3026 2020-07-30 01:08:55,505 - mmaction - INFO - Epoch [58][2040/3757] lr: 1.000e-03, eta: 3 days, 14:39:06, time: 1.842, data_time: 0.166, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8438, loss_cls: 1.4277, loss: 1.4277, grad_norm: 7.1502 2020-07-30 01:09:33,962 - mmaction - INFO - Epoch [58][2060/3757] lr: 1.000e-03, eta: 3 days, 14:38:26, time: 1.926, data_time: 0.820, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8391, loss_cls: 1.4594, loss: 1.4594, grad_norm: 7.1563 2020-07-30 01:10:16,539 - mmaction - INFO - Epoch [58][2080/3757] lr: 1.000e-03, eta: 3 days, 14:37:50, time: 2.126, data_time: 0.790, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8430, loss_cls: 1.4548, loss: 1.4548, grad_norm: 7.2537 2020-07-30 01:10:55,425 - mmaction - INFO - Epoch [58][2100/3757] lr: 1.000e-03, eta: 3 days, 14:37:11, time: 1.947, data_time: 0.627, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8617, loss_cls: 1.3656, loss: 1.3656, grad_norm: 7.1953 2020-07-30 01:11:34,050 - mmaction - INFO - Epoch [58][2120/3757] lr: 1.000e-03, eta: 3 days, 14:36:31, time: 1.924, data_time: 1.352, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8328, loss_cls: 1.5134, loss: 1.5134, grad_norm: 7.3810 2020-07-30 01:12:14,393 - mmaction - INFO - Epoch [58][2140/3757] lr: 1.000e-03, eta: 3 days, 14:35:53, time: 2.024, data_time: 1.310, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8297, loss_cls: 1.5002, loss: 1.5002, grad_norm: 7.2726 2020-07-30 01:12:55,143 - mmaction - INFO - Epoch [58][2160/3757] lr: 1.000e-03, eta: 3 days, 14:35:15, time: 2.036, data_time: 1.480, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8766, loss_cls: 1.2712, loss: 1.2712, grad_norm: 6.7699 2020-07-30 01:13:33,356 - mmaction - INFO - Epoch [58][2180/3757] lr: 1.000e-03, eta: 3 days, 14:34:35, time: 1.913, data_time: 1.294, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8398, loss_cls: 1.4609, loss: 1.4609, grad_norm: 7.1363 2020-07-30 01:14:10,748 - mmaction - INFO - Epoch [58][2200/3757] lr: 1.000e-03, eta: 3 days, 14:33:55, time: 1.869, data_time: 1.291, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8406, loss_cls: 1.4618, loss: 1.4618, grad_norm: 7.3091 2020-07-30 01:14:49,713 - mmaction - INFO - Epoch [58][2220/3757] lr: 1.000e-03, eta: 3 days, 14:33:16, time: 1.949, data_time: 1.015, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8523, loss_cls: 1.4037, loss: 1.4037, grad_norm: 7.3987 2020-07-30 01:15:30,949 - mmaction - INFO - Epoch [58][2240/3757] lr: 1.000e-03, eta: 3 days, 14:32:38, time: 2.058, data_time: 0.698, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8344, loss_cls: 1.4885, loss: 1.4885, grad_norm: 7.4080 2020-07-30 01:16:06,184 - mmaction - INFO - Epoch [58][2260/3757] lr: 1.000e-03, eta: 3 days, 14:31:56, time: 1.766, data_time: 0.334, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8492, loss_cls: 1.4092, loss: 1.4092, grad_norm: 7.1132 2020-07-30 01:16:49,863 - mmaction - INFO - Epoch [58][2280/3757] lr: 1.000e-03, eta: 3 days, 14:31:20, time: 2.184, data_time: 0.179, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8656, loss_cls: 1.3991, loss: 1.3991, grad_norm: 7.1777 2020-07-30 01:17:28,727 - mmaction - INFO - Epoch [58][2300/3757] lr: 1.000e-03, eta: 3 days, 14:30:41, time: 1.943, data_time: 0.003, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8539, loss_cls: 1.4499, loss: 1.4499, grad_norm: 7.2282 2020-07-30 01:18:08,247 - mmaction - INFO - Epoch [58][2320/3757] lr: 1.000e-03, eta: 3 days, 14:30:02, time: 1.967, data_time: 0.401, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8453, loss_cls: 1.4183, loss: 1.4183, grad_norm: 7.2055 2020-07-30 01:18:45,140 - mmaction - INFO - Epoch [58][2340/3757] lr: 1.000e-03, eta: 3 days, 14:29:21, time: 1.855, data_time: 0.202, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8586, loss_cls: 1.3896, loss: 1.3896, grad_norm: 7.1539 2020-07-30 01:19:23,974 - mmaction - INFO - Epoch [58][2360/3757] lr: 1.000e-03, eta: 3 days, 14:28:42, time: 1.940, data_time: 0.814, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8359, loss_cls: 1.4632, loss: 1.4632, grad_norm: 7.2301 2020-07-30 01:20:02,192 - mmaction - INFO - Epoch [58][2380/3757] lr: 1.000e-03, eta: 3 days, 14:28:02, time: 1.909, data_time: 1.265, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8516, loss_cls: 1.4408, loss: 1.4408, grad_norm: 7.2241 2020-07-30 01:20:40,008 - mmaction - INFO - Epoch [58][2400/3757] lr: 1.000e-03, eta: 3 days, 14:27:22, time: 1.894, data_time: 1.318, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8438, loss_cls: 1.4025, loss: 1.4025, grad_norm: 7.1263 2020-07-30 01:21:18,903 - mmaction - INFO - Epoch [58][2420/3757] lr: 1.000e-03, eta: 3 days, 14:26:43, time: 1.942, data_time: 0.488, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8508, loss_cls: 1.4163, loss: 1.4163, grad_norm: 7.3468 2020-07-30 01:21:57,830 - mmaction - INFO - Epoch [58][2440/3757] lr: 1.000e-03, eta: 3 days, 14:26:04, time: 1.949, data_time: 0.458, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8445, loss_cls: 1.4077, loss: 1.4077, grad_norm: 7.1055 2020-07-30 01:22:36,582 - mmaction - INFO - Epoch [58][2460/3757] lr: 1.000e-03, eta: 3 days, 14:25:24, time: 1.935, data_time: 0.012, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8414, loss_cls: 1.5129, loss: 1.5129, grad_norm: 7.5460 2020-07-30 01:23:15,636 - mmaction - INFO - Epoch [58][2480/3757] lr: 1.000e-03, eta: 3 days, 14:24:45, time: 1.954, data_time: 0.006, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8602, loss_cls: 1.4528, loss: 1.4528, grad_norm: 7.5029 2020-07-30 01:23:54,381 - mmaction - INFO - Epoch [58][2500/3757] lr: 1.000e-03, eta: 3 days, 14:24:06, time: 1.933, data_time: 0.009, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8609, loss_cls: 1.3926, loss: 1.3926, grad_norm: 7.1481 2020-07-30 01:24:34,800 - mmaction - INFO - Epoch [58][2520/3757] lr: 1.000e-03, eta: 3 days, 14:23:28, time: 2.026, data_time: 0.009, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8586, loss_cls: 1.3797, loss: 1.3797, grad_norm: 7.1578 2020-07-30 01:25:16,475 - mmaction - INFO - Epoch [58][2540/3757] lr: 1.000e-03, eta: 3 days, 14:22:50, time: 2.084, data_time: 0.008, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8625, loss_cls: 1.4003, loss: 1.4003, grad_norm: 7.1502 2020-07-30 01:25:56,948 - mmaction - INFO - Epoch [58][2560/3757] lr: 1.000e-03, eta: 3 days, 14:22:12, time: 2.023, data_time: 0.024, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8492, loss_cls: 1.4492, loss: 1.4492, grad_norm: 7.4813 2020-07-30 01:26:37,957 - mmaction - INFO - Epoch [58][2580/3757] lr: 1.000e-03, eta: 3 days, 14:21:35, time: 2.045, data_time: 0.008, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8406, loss_cls: 1.4599, loss: 1.4599, grad_norm: 7.2414 2020-07-30 01:27:17,136 - mmaction - INFO - Epoch [58][2600/3757] lr: 1.000e-03, eta: 3 days, 14:20:56, time: 1.962, data_time: 0.008, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8617, loss_cls: 1.3902, loss: 1.3902, grad_norm: 7.1928 2020-07-30 01:27:53,938 - mmaction - INFO - Epoch [58][2620/3757] lr: 1.000e-03, eta: 3 days, 14:20:15, time: 1.838, data_time: 0.009, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8445, loss_cls: 1.4463, loss: 1.4463, grad_norm: 7.3093 2020-07-30 01:28:29,336 - mmaction - INFO - Epoch [58][2640/3757] lr: 1.000e-03, eta: 3 days, 14:19:33, time: 1.774, data_time: 0.009, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8523, loss_cls: 1.3879, loss: 1.3879, grad_norm: 7.0064 2020-07-30 01:29:08,299 - mmaction - INFO - Epoch [58][2660/3757] lr: 1.000e-03, eta: 3 days, 14:18:54, time: 1.947, data_time: 0.250, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8445, loss_cls: 1.3915, loss: 1.3915, grad_norm: 7.0115 2020-07-30 01:29:51,796 - mmaction - INFO - Epoch [58][2680/3757] lr: 1.000e-03, eta: 3 days, 14:18:18, time: 2.173, data_time: 0.017, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8586, loss_cls: 1.4108, loss: 1.4108, grad_norm: 7.2680 2020-07-30 01:30:28,732 - mmaction - INFO - Epoch [58][2700/3757] lr: 1.000e-03, eta: 3 days, 14:17:37, time: 1.846, data_time: 0.010, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8461, loss_cls: 1.4530, loss: 1.4530, grad_norm: 7.4139 2020-07-30 01:31:08,889 - mmaction - INFO - Epoch [58][2720/3757] lr: 1.000e-03, eta: 3 days, 14:16:59, time: 2.011, data_time: 0.007, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8445, loss_cls: 1.4422, loss: 1.4422, grad_norm: 7.1194 2020-07-30 01:31:44,173 - mmaction - INFO - Epoch [58][2740/3757] lr: 1.000e-03, eta: 3 days, 14:16:17, time: 1.764, data_time: 0.083, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8414, loss_cls: 1.4800, loss: 1.4800, grad_norm: 7.1490 2020-07-30 01:32:27,118 - mmaction - INFO - Epoch [58][2760/3757] lr: 1.000e-03, eta: 3 days, 14:15:40, time: 2.147, data_time: 0.021, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8492, loss_cls: 1.4077, loss: 1.4077, grad_norm: 7.0330 2020-07-30 01:33:05,054 - mmaction - INFO - Epoch [58][2780/3757] lr: 1.000e-03, eta: 3 days, 14:15:01, time: 1.898, data_time: 0.161, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8609, loss_cls: 1.3417, loss: 1.3417, grad_norm: 6.8373 2020-07-30 01:33:45,241 - mmaction - INFO - Epoch [58][2800/3757] lr: 1.000e-03, eta: 3 days, 14:14:22, time: 2.009, data_time: 0.425, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8469, loss_cls: 1.3892, loss: 1.3892, grad_norm: 7.0409 2020-07-30 01:34:24,328 - mmaction - INFO - Epoch [58][2820/3757] lr: 1.000e-03, eta: 3 days, 14:13:43, time: 1.953, data_time: 0.464, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8703, loss_cls: 1.3944, loss: 1.3944, grad_norm: 7.3050 2020-07-30 01:35:02,698 - mmaction - INFO - Epoch [58][2840/3757] lr: 1.000e-03, eta: 3 days, 14:13:03, time: 1.917, data_time: 0.592, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8336, loss_cls: 1.4990, loss: 1.4990, grad_norm: 7.3116 2020-07-30 01:35:37,257 - mmaction - INFO - Epoch [58][2860/3757] lr: 1.000e-03, eta: 3 days, 14:12:21, time: 1.729, data_time: 0.281, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8508, loss_cls: 1.4017, loss: 1.4017, grad_norm: 7.1417 2020-07-30 01:36:17,829 - mmaction - INFO - Epoch [58][2880/3757] lr: 1.000e-03, eta: 3 days, 14:11:43, time: 2.026, data_time: 0.258, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8313, loss_cls: 1.4768, loss: 1.4768, grad_norm: 7.3603 2020-07-30 01:36:56,413 - mmaction - INFO - Epoch [58][2900/3757] lr: 1.000e-03, eta: 3 days, 14:11:03, time: 1.929, data_time: 0.007, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8539, loss_cls: 1.4763, loss: 1.4763, grad_norm: 7.3807 2020-07-30 01:37:36,958 - mmaction - INFO - Epoch [58][2920/3757] lr: 1.000e-03, eta: 3 days, 14:10:25, time: 2.030, data_time: 0.025, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8484, loss_cls: 1.4751, loss: 1.4751, grad_norm: 7.5215 2020-07-30 01:38:14,804 - mmaction - INFO - Epoch [58][2940/3757] lr: 1.000e-03, eta: 3 days, 14:09:45, time: 1.890, data_time: 0.007, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8711, loss_cls: 1.4082, loss: 1.4082, grad_norm: 7.2175 2020-07-30 01:38:52,987 - mmaction - INFO - Epoch [58][2960/3757] lr: 1.000e-03, eta: 3 days, 14:09:05, time: 1.911, data_time: 0.006, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8531, loss_cls: 1.3995, loss: 1.3995, grad_norm: 7.1948 2020-07-30 01:39:29,471 - mmaction - INFO - Epoch [58][2980/3757] lr: 1.000e-03, eta: 3 days, 14:08:24, time: 1.823, data_time: 0.035, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8492, loss_cls: 1.4043, loss: 1.4043, grad_norm: 7.0151 2020-07-30 01:40:10,918 - mmaction - INFO - Epoch [58][3000/3757] lr: 1.000e-03, eta: 3 days, 14:07:47, time: 2.075, data_time: 0.266, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8680, loss_cls: 1.3424, loss: 1.3424, grad_norm: 7.2474 2020-07-30 01:40:51,987 - mmaction - INFO - Epoch [58][3020/3757] lr: 1.000e-03, eta: 3 days, 14:07:09, time: 2.052, data_time: 0.105, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8313, loss_cls: 1.4925, loss: 1.4925, grad_norm: 7.1581 2020-07-30 01:41:32,496 - mmaction - INFO - Epoch [58][3040/3757] lr: 1.000e-03, eta: 3 days, 14:06:31, time: 2.021, data_time: 0.010, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8523, loss_cls: 1.4115, loss: 1.4115, grad_norm: 7.2109 2020-07-30 01:42:09,719 - mmaction - INFO - Epoch [58][3060/3757] lr: 1.000e-03, eta: 3 days, 14:05:51, time: 1.867, data_time: 0.069, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8328, loss_cls: 1.5167, loss: 1.5167, grad_norm: 7.3228 2020-07-30 01:42:46,174 - mmaction - INFO - Epoch [58][3080/3757] lr: 1.000e-03, eta: 3 days, 14:05:10, time: 1.818, data_time: 0.024, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8453, loss_cls: 1.3691, loss: 1.3691, grad_norm: 7.0641 2020-07-30 01:43:24,669 - mmaction - INFO - Epoch [58][3100/3757] lr: 1.000e-03, eta: 3 days, 14:04:30, time: 1.927, data_time: 0.011, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8648, loss_cls: 1.3353, loss: 1.3353, grad_norm: 7.1358 2020-07-30 01:44:03,651 - mmaction - INFO - Epoch [58][3120/3757] lr: 1.000e-03, eta: 3 days, 14:03:51, time: 1.951, data_time: 0.010, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8453, loss_cls: 1.4507, loss: 1.4507, grad_norm: 7.2968 2020-07-30 01:44:43,382 - mmaction - INFO - Epoch [58][3140/3757] lr: 1.000e-03, eta: 3 days, 14:03:12, time: 1.982, data_time: 0.803, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8578, loss_cls: 1.4352, loss: 1.4352, grad_norm: 7.4397 2020-07-30 01:45:24,091 - mmaction - INFO - Epoch [58][3160/3757] lr: 1.000e-03, eta: 3 days, 14:02:34, time: 2.031, data_time: 1.183, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8633, loss_cls: 1.3891, loss: 1.3891, grad_norm: 7.2785 2020-07-30 01:46:03,221 - mmaction - INFO - Epoch [58][3180/3757] lr: 1.000e-03, eta: 3 days, 14:01:55, time: 1.965, data_time: 0.394, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8445, loss_cls: 1.4185, loss: 1.4185, grad_norm: 7.2549 2020-07-30 01:46:39,548 - mmaction - INFO - Epoch [58][3200/3757] lr: 1.000e-03, eta: 3 days, 14:01:14, time: 1.814, data_time: 0.656, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8398, loss_cls: 1.4743, loss: 1.4743, grad_norm: 7.2886 2020-07-30 01:47:17,846 - mmaction - INFO - Epoch [58][3220/3757] lr: 1.000e-03, eta: 3 days, 14:00:34, time: 1.915, data_time: 0.078, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8344, loss_cls: 1.5258, loss: 1.5258, grad_norm: 7.5051 2020-07-30 01:47:56,472 - mmaction - INFO - Epoch [58][3240/3757] lr: 1.000e-03, eta: 3 days, 13:59:55, time: 1.930, data_time: 0.056, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8625, loss_cls: 1.3743, loss: 1.3743, grad_norm: 7.1576 2020-07-30 01:48:35,028 - mmaction - INFO - Epoch [58][3260/3757] lr: 1.000e-03, eta: 3 days, 13:59:15, time: 1.930, data_time: 0.007, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8508, loss_cls: 1.4085, loss: 1.4085, grad_norm: 7.1058 2020-07-30 01:49:14,328 - mmaction - INFO - Epoch [58][3280/3757] lr: 1.000e-03, eta: 3 days, 13:58:36, time: 1.956, data_time: 0.009, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8383, loss_cls: 1.4976, loss: 1.4976, grad_norm: 7.2804 2020-07-30 01:49:51,601 - mmaction - INFO - Epoch [58][3300/3757] lr: 1.000e-03, eta: 3 days, 13:57:56, time: 1.872, data_time: 0.012, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8469, loss_cls: 1.4967, loss: 1.4967, grad_norm: 7.4789 2020-07-30 01:50:33,459 - mmaction - INFO - Epoch [58][3320/3757] lr: 1.000e-03, eta: 3 days, 13:57:19, time: 2.085, data_time: 0.009, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8484, loss_cls: 1.4295, loss: 1.4295, grad_norm: 7.2861 2020-07-30 01:51:11,245 - mmaction - INFO - Epoch [58][3340/3757] lr: 1.000e-03, eta: 3 days, 13:56:39, time: 1.899, data_time: 0.011, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8609, loss_cls: 1.3663, loss: 1.3663, grad_norm: 7.1419 2020-07-30 01:51:51,058 - mmaction - INFO - Epoch [58][3360/3757] lr: 1.000e-03, eta: 3 days, 13:56:00, time: 1.990, data_time: 0.002, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8477, loss_cls: 1.3456, loss: 1.3456, grad_norm: 7.0683 2020-07-30 01:52:28,604 - mmaction - INFO - Epoch [58][3380/3757] lr: 1.000e-03, eta: 3 days, 13:55:20, time: 1.877, data_time: 0.064, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8539, loss_cls: 1.3900, loss: 1.3900, grad_norm: 6.9202 2020-07-30 01:53:12,118 - mmaction - INFO - Epoch [58][3400/3757] lr: 1.000e-03, eta: 3 days, 13:54:44, time: 2.173, data_time: 0.075, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8539, loss_cls: 1.3666, loss: 1.3666, grad_norm: 7.0401 2020-07-30 01:53:49,732 - mmaction - INFO - Epoch [58][3420/3757] lr: 1.000e-03, eta: 3 days, 13:54:04, time: 1.883, data_time: 0.009, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8430, loss_cls: 1.4628, loss: 1.4628, grad_norm: 7.3689 2020-07-30 01:54:25,922 - mmaction - INFO - Epoch [58][3440/3757] lr: 1.000e-03, eta: 3 days, 13:53:23, time: 1.803, data_time: 0.009, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8641, loss_cls: 1.3354, loss: 1.3354, grad_norm: 6.7933 2020-07-30 01:55:03,314 - mmaction - INFO - Epoch [58][3460/3757] lr: 1.000e-03, eta: 3 days, 13:52:42, time: 1.877, data_time: 0.244, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8516, loss_cls: 1.4223, loss: 1.4223, grad_norm: 7.1235 2020-07-30 01:55:41,987 - mmaction - INFO - Epoch [58][3480/3757] lr: 1.000e-03, eta: 3 days, 13:52:03, time: 1.931, data_time: 1.311, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8398, loss_cls: 1.4762, loss: 1.4762, grad_norm: 7.2039 2020-07-30 01:56:21,439 - mmaction - INFO - Epoch [58][3500/3757] lr: 1.000e-03, eta: 3 days, 13:51:24, time: 1.967, data_time: 0.891, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8508, loss_cls: 1.4418, loss: 1.4418, grad_norm: 7.3134 2020-07-30 01:57:01,644 - mmaction - INFO - Epoch [58][3520/3757] lr: 1.000e-03, eta: 3 days, 13:50:46, time: 2.016, data_time: 0.193, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8414, loss_cls: 1.4456, loss: 1.4456, grad_norm: 7.2552 2020-07-30 01:57:39,408 - mmaction - INFO - Epoch [58][3540/3757] lr: 1.000e-03, eta: 3 days, 13:50:05, time: 1.886, data_time: 0.056, memory: 5170, top1_acc: 0.6125, top5_acc: 0.8445, loss_cls: 1.5402, loss: 1.5402, grad_norm: 7.6452 2020-07-30 01:58:19,563 - mmaction - INFO - Epoch [58][3560/3757] lr: 1.000e-03, eta: 3 days, 13:49:27, time: 2.009, data_time: 0.009, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8391, loss_cls: 1.5040, loss: 1.5040, grad_norm: 7.5132 2020-07-30 01:58:59,791 - mmaction - INFO - Epoch [58][3580/3757] lr: 1.000e-03, eta: 3 days, 13:48:49, time: 2.011, data_time: 0.047, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8539, loss_cls: 1.3797, loss: 1.3797, grad_norm: 6.9402 2020-07-30 01:59:33,853 - mmaction - INFO - Epoch [58][3600/3757] lr: 1.000e-03, eta: 3 days, 13:48:06, time: 1.706, data_time: 0.006, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8430, loss_cls: 1.4682, loss: 1.4682, grad_norm: 7.1531 2020-07-30 02:00:15,538 - mmaction - INFO - Epoch [58][3620/3757] lr: 1.000e-03, eta: 3 days, 13:47:29, time: 2.065, data_time: 0.008, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8414, loss_cls: 1.4594, loss: 1.4594, grad_norm: 7.0927 2020-07-30 02:00:55,658 - mmaction - INFO - Epoch [58][3640/3757] lr: 1.000e-03, eta: 3 days, 13:46:50, time: 2.023, data_time: 0.209, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8359, loss_cls: 1.4351, loss: 1.4351, grad_norm: 6.9789 2020-07-30 02:01:35,754 - mmaction - INFO - Epoch [58][3660/3757] lr: 1.000e-03, eta: 3 days, 13:46:12, time: 2.007, data_time: 0.497, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8484, loss_cls: 1.4049, loss: 1.4049, grad_norm: 7.2707 2020-07-30 02:02:17,346 - mmaction - INFO - Epoch [58][3680/3757] lr: 1.000e-03, eta: 3 days, 13:45:35, time: 2.077, data_time: 0.011, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8547, loss_cls: 1.4082, loss: 1.4082, grad_norm: 7.2658 2020-07-30 02:02:57,947 - mmaction - INFO - Epoch [58][3700/3757] lr: 1.000e-03, eta: 3 days, 13:44:57, time: 2.030, data_time: 0.005, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8313, loss_cls: 1.4708, loss: 1.4708, grad_norm: 7.1755 2020-07-30 02:03:35,217 - mmaction - INFO - Epoch [58][3720/3757] lr: 1.000e-03, eta: 3 days, 13:44:16, time: 1.866, data_time: 0.010, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8594, loss_cls: 1.4192, loss: 1.4192, grad_norm: 7.1621 2020-07-30 02:04:11,841 - mmaction - INFO - Epoch [58][3740/3757] lr: 1.000e-03, eta: 3 days, 13:43:35, time: 1.831, data_time: 0.012, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8313, loss_cls: 1.5162, loss: 1.5162, grad_norm: 7.2859 2020-07-30 02:04:38,485 - mmaction - INFO - Saving checkpoint at 58 epochs 2020-07-30 02:05:36,193 - mmaction - INFO - Epoch [59][20/3757] lr: 1.000e-03, eta: 3 days, 13:42:11, time: 2.792, data_time: 1.101, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8484, loss_cls: 1.4173, loss: 1.4173, grad_norm: 7.3488 2020-07-30 02:06:11,484 - mmaction - INFO - Epoch [59][40/3757] lr: 1.000e-03, eta: 3 days, 13:41:29, time: 1.768, data_time: 0.010, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8547, loss_cls: 1.3957, loss: 1.3957, grad_norm: 6.9700 2020-07-30 02:06:52,042 - mmaction - INFO - Epoch [59][60/3757] lr: 1.000e-03, eta: 3 days, 13:40:51, time: 2.029, data_time: 0.590, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8438, loss_cls: 1.4282, loss: 1.4282, grad_norm: 7.1922 2020-07-30 02:07:32,970 - mmaction - INFO - Epoch [59][80/3757] lr: 1.000e-03, eta: 3 days, 13:40:13, time: 2.047, data_time: 0.006, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8516, loss_cls: 1.4080, loss: 1.4080, grad_norm: 7.2469 2020-07-30 02:08:11,824 - mmaction - INFO - Epoch [59][100/3757] lr: 1.000e-03, eta: 3 days, 13:39:34, time: 1.939, data_time: 0.387, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8422, loss_cls: 1.5113, loss: 1.5113, grad_norm: 7.5218 2020-07-30 02:08:52,550 - mmaction - INFO - Epoch [59][120/3757] lr: 1.000e-03, eta: 3 days, 13:38:56, time: 2.040, data_time: 0.036, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8516, loss_cls: 1.4189, loss: 1.4189, grad_norm: 7.3315 2020-07-30 02:09:29,364 - mmaction - INFO - Epoch [59][140/3757] lr: 1.000e-03, eta: 3 days, 13:38:15, time: 1.837, data_time: 0.008, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8555, loss_cls: 1.4260, loss: 1.4260, grad_norm: 7.3455 2020-07-30 02:10:10,053 - mmaction - INFO - Epoch [59][160/3757] lr: 1.000e-03, eta: 3 days, 13:37:37, time: 2.036, data_time: 0.291, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8484, loss_cls: 1.4579, loss: 1.4579, grad_norm: 7.5964 2020-07-30 02:10:43,833 - mmaction - INFO - Epoch [59][180/3757] lr: 1.000e-03, eta: 3 days, 13:36:54, time: 1.689, data_time: 0.204, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8445, loss_cls: 1.4012, loss: 1.4012, grad_norm: 7.2429 2020-07-30 02:11:26,482 - mmaction - INFO - Epoch [59][200/3757] lr: 1.000e-03, eta: 3 days, 13:36:18, time: 2.126, data_time: 0.584, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8570, loss_cls: 1.3844, loss: 1.3844, grad_norm: 7.3201 2020-07-30 02:12:04,676 - mmaction - INFO - Epoch [59][220/3757] lr: 1.000e-03, eta: 3 days, 13:35:38, time: 1.918, data_time: 0.128, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8508, loss_cls: 1.3937, loss: 1.3937, grad_norm: 7.2611 2020-07-30 02:12:43,929 - mmaction - INFO - Epoch [59][240/3757] lr: 1.000e-03, eta: 3 days, 13:34:59, time: 1.955, data_time: 0.446, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8469, loss_cls: 1.4757, loss: 1.4757, grad_norm: 7.4687 2020-07-30 02:13:23,585 - mmaction - INFO - Epoch [59][260/3757] lr: 1.000e-03, eta: 3 days, 13:34:20, time: 1.984, data_time: 0.010, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8578, loss_cls: 1.4232, loss: 1.4232, grad_norm: 7.5586 2020-07-30 02:14:04,248 - mmaction - INFO - Epoch [59][280/3757] lr: 1.000e-03, eta: 3 days, 13:33:42, time: 2.039, data_time: 0.032, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8477, loss_cls: 1.4852, loss: 1.4852, grad_norm: 7.2623 2020-07-30 02:14:45,829 - mmaction - INFO - Epoch [59][300/3757] lr: 1.000e-03, eta: 3 days, 13:33:05, time: 2.075, data_time: 0.002, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8508, loss_cls: 1.3965, loss: 1.3965, grad_norm: 7.1743 2020-07-30 02:15:24,296 - mmaction - INFO - Epoch [59][320/3757] lr: 1.000e-03, eta: 3 days, 13:32:25, time: 1.924, data_time: 0.011, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8398, loss_cls: 1.4482, loss: 1.4482, grad_norm: 7.1453 2020-07-30 02:16:01,525 - mmaction - INFO - Epoch [59][340/3757] lr: 1.000e-03, eta: 3 days, 13:31:45, time: 1.863, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.4143, loss: 1.4143, grad_norm: 7.1908 2020-07-30 02:16:42,540 - mmaction - INFO - Epoch [59][360/3757] lr: 1.000e-03, eta: 3 days, 13:31:07, time: 2.044, data_time: 0.057, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8500, loss_cls: 1.4336, loss: 1.4336, grad_norm: 7.3694 2020-07-30 02:17:20,074 - mmaction - INFO - Epoch [59][380/3757] lr: 1.000e-03, eta: 3 days, 13:30:27, time: 1.885, data_time: 0.010, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8328, loss_cls: 1.5042, loss: 1.5042, grad_norm: 7.1982 2020-07-30 02:17:59,312 - mmaction - INFO - Epoch [59][400/3757] lr: 1.000e-03, eta: 3 days, 13:29:48, time: 1.960, data_time: 0.003, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8547, loss_cls: 1.3680, loss: 1.3680, grad_norm: 6.9605 2020-07-30 02:18:35,753 - mmaction - INFO - Epoch [59][420/3757] lr: 1.000e-03, eta: 3 days, 13:29:07, time: 1.821, data_time: 0.174, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8477, loss_cls: 1.4183, loss: 1.4183, grad_norm: 7.1190 2020-07-30 02:19:17,603 - mmaction - INFO - Epoch [59][440/3757] lr: 1.000e-03, eta: 3 days, 13:28:30, time: 2.095, data_time: 1.271, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8727, loss_cls: 1.3194, loss: 1.3194, grad_norm: 6.9350 2020-07-30 02:19:57,810 - mmaction - INFO - Epoch [59][460/3757] lr: 1.000e-03, eta: 3 days, 13:27:52, time: 2.008, data_time: 1.431, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8523, loss_cls: 1.4571, loss: 1.4571, grad_norm: 7.3360 2020-07-30 02:20:34,347 - mmaction - INFO - Epoch [59][480/3757] lr: 1.000e-03, eta: 3 days, 13:27:11, time: 1.829, data_time: 1.230, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8508, loss_cls: 1.3801, loss: 1.3801, grad_norm: 7.1498 2020-07-30 02:21:15,098 - mmaction - INFO - Epoch [59][500/3757] lr: 1.000e-03, eta: 3 days, 13:26:33, time: 2.033, data_time: 1.225, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.4216, loss: 1.4216, grad_norm: 7.2458 2020-07-30 02:21:49,988 - mmaction - INFO - Epoch [59][520/3757] lr: 1.000e-03, eta: 3 days, 13:25:50, time: 1.745, data_time: 0.890, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8688, loss_cls: 1.3509, loss: 1.3509, grad_norm: 7.2122 2020-07-30 02:22:32,700 - mmaction - INFO - Epoch [59][540/3757] lr: 1.000e-03, eta: 3 days, 13:25:14, time: 2.137, data_time: 0.919, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8547, loss_cls: 1.4189, loss: 1.4189, grad_norm: 7.1416 2020-07-30 02:23:09,849 - mmaction - INFO - Epoch [59][560/3757] lr: 1.000e-03, eta: 3 days, 13:24:33, time: 1.858, data_time: 0.204, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8508, loss_cls: 1.4417, loss: 1.4417, grad_norm: 7.3168 2020-07-30 02:23:47,446 - mmaction - INFO - Epoch [59][580/3757] lr: 1.000e-03, eta: 3 days, 13:23:53, time: 1.880, data_time: 0.250, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8648, loss_cls: 1.3671, loss: 1.3671, grad_norm: 6.9786 2020-07-30 02:24:27,469 - mmaction - INFO - Epoch [59][600/3757] lr: 1.000e-03, eta: 3 days, 13:23:15, time: 2.000, data_time: 0.160, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8586, loss_cls: 1.3759, loss: 1.3759, grad_norm: 7.1641 2020-07-30 02:25:09,122 - mmaction - INFO - Epoch [59][620/3757] lr: 1.000e-03, eta: 3 days, 13:22:37, time: 2.082, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8438, loss_cls: 1.4048, loss: 1.4048, grad_norm: 7.1548 2020-07-30 02:25:45,608 - mmaction - INFO - Epoch [59][640/3757] lr: 1.000e-03, eta: 3 days, 13:21:57, time: 1.827, data_time: 0.005, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8547, loss_cls: 1.3544, loss: 1.3544, grad_norm: 7.0828 2020-07-30 02:26:24,055 - mmaction - INFO - Epoch [59][660/3757] lr: 1.000e-03, eta: 3 days, 13:21:17, time: 1.922, data_time: 0.009, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8367, loss_cls: 1.4531, loss: 1.4531, grad_norm: 7.3115 2020-07-30 02:27:02,554 - mmaction - INFO - Epoch [59][680/3757] lr: 1.000e-03, eta: 3 days, 13:20:37, time: 1.925, data_time: 0.003, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8461, loss_cls: 1.4213, loss: 1.4213, grad_norm: 7.1152 2020-07-30 02:27:43,368 - mmaction - INFO - Epoch [59][700/3757] lr: 1.000e-03, eta: 3 days, 13:19:59, time: 2.039, data_time: 0.008, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8547, loss_cls: 1.4148, loss: 1.4148, grad_norm: 7.1974 2020-07-30 02:28:25,554 - mmaction - INFO - Epoch [59][720/3757] lr: 1.000e-03, eta: 3 days, 13:19:23, time: 2.110, data_time: 0.004, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8281, loss_cls: 1.4486, loss: 1.4486, grad_norm: 7.2852 2020-07-30 02:29:03,178 - mmaction - INFO - Epoch [59][740/3757] lr: 1.000e-03, eta: 3 days, 13:18:42, time: 1.882, data_time: 0.009, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8617, loss_cls: 1.3946, loss: 1.3946, grad_norm: 7.2069 2020-07-30 02:29:41,458 - mmaction - INFO - Epoch [59][760/3757] lr: 1.000e-03, eta: 3 days, 13:18:03, time: 1.913, data_time: 0.003, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.4408, loss: 1.4408, grad_norm: 7.1824 2020-07-30 02:30:22,012 - mmaction - INFO - Epoch [59][780/3757] lr: 1.000e-03, eta: 3 days, 13:17:25, time: 2.023, data_time: 0.654, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8297, loss_cls: 1.5242, loss: 1.5242, grad_norm: 7.3899 2020-07-30 02:31:02,556 - mmaction - INFO - Epoch [59][800/3757] lr: 1.000e-03, eta: 3 days, 13:16:47, time: 2.033, data_time: 0.149, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8570, loss_cls: 1.3944, loss: 1.3944, grad_norm: 7.1339 2020-07-30 02:31:41,865 - mmaction - INFO - Epoch [59][820/3757] lr: 1.000e-03, eta: 3 days, 13:16:07, time: 1.958, data_time: 0.406, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8297, loss_cls: 1.5587, loss: 1.5587, grad_norm: 7.6334 2020-07-30 02:32:19,390 - mmaction - INFO - Epoch [59][840/3757] lr: 1.000e-03, eta: 3 days, 13:15:27, time: 1.878, data_time: 0.514, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8484, loss_cls: 1.4239, loss: 1.4239, grad_norm: 7.2116 2020-07-30 02:32:58,116 - mmaction - INFO - Epoch [59][860/3757] lr: 1.000e-03, eta: 3 days, 13:14:48, time: 1.942, data_time: 0.010, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8602, loss_cls: 1.3585, loss: 1.3585, grad_norm: 7.2224 2020-07-30 02:33:35,343 - mmaction - INFO - Epoch [59][880/3757] lr: 1.000e-03, eta: 3 days, 13:14:07, time: 1.860, data_time: 0.007, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8516, loss_cls: 1.4055, loss: 1.4055, grad_norm: 7.3031 2020-07-30 02:34:15,739 - mmaction - INFO - Epoch [59][900/3757] lr: 1.000e-03, eta: 3 days, 13:13:29, time: 2.017, data_time: 0.072, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8586, loss_cls: 1.3636, loss: 1.3636, grad_norm: 7.2471 2020-07-30 02:34:54,011 - mmaction - INFO - Epoch [59][920/3757] lr: 1.000e-03, eta: 3 days, 13:12:50, time: 1.914, data_time: 0.010, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8523, loss_cls: 1.3956, loss: 1.3956, grad_norm: 7.2023 2020-07-30 02:35:34,414 - mmaction - INFO - Epoch [59][940/3757] lr: 1.000e-03, eta: 3 days, 13:12:11, time: 2.019, data_time: 0.011, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8367, loss_cls: 1.4656, loss: 1.4656, grad_norm: 7.2238 2020-07-30 02:36:13,857 - mmaction - INFO - Epoch [59][960/3757] lr: 1.000e-03, eta: 3 days, 13:11:33, time: 1.976, data_time: 0.010, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8414, loss_cls: 1.4498, loss: 1.4498, grad_norm: 7.3400 2020-07-30 02:36:52,169 - mmaction - INFO - Epoch [59][980/3757] lr: 1.000e-03, eta: 3 days, 13:10:53, time: 1.909, data_time: 0.008, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8414, loss_cls: 1.4382, loss: 1.4382, grad_norm: 7.2521 2020-07-30 02:37:33,203 - mmaction - INFO - Epoch [59][1000/3757] lr: 1.000e-03, eta: 3 days, 13:10:15, time: 2.058, data_time: 0.010, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8477, loss_cls: 1.4820, loss: 1.4820, grad_norm: 7.4697 2020-07-30 02:38:12,849 - mmaction - INFO - Epoch [59][1020/3757] lr: 1.000e-03, eta: 3 days, 13:09:36, time: 1.977, data_time: 0.008, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8508, loss_cls: 1.4107, loss: 1.4107, grad_norm: 7.2258 2020-07-30 02:38:50,120 - mmaction - INFO - Epoch [59][1040/3757] lr: 1.000e-03, eta: 3 days, 13:08:56, time: 1.867, data_time: 0.009, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8586, loss_cls: 1.3745, loss: 1.3745, grad_norm: 7.1936 2020-07-30 02:39:30,749 - mmaction - INFO - Epoch [59][1060/3757] lr: 1.000e-03, eta: 3 days, 13:08:18, time: 2.030, data_time: 0.010, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8477, loss_cls: 1.4400, loss: 1.4400, grad_norm: 7.1461 2020-07-30 02:40:06,912 - mmaction - INFO - Epoch [59][1080/3757] lr: 1.000e-03, eta: 3 days, 13:07:37, time: 1.812, data_time: 0.012, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8352, loss_cls: 1.5161, loss: 1.5161, grad_norm: 7.4511 2020-07-30 02:40:46,230 - mmaction - INFO - Epoch [59][1100/3757] lr: 1.000e-03, eta: 3 days, 13:06:58, time: 1.965, data_time: 0.023, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8594, loss_cls: 1.3818, loss: 1.3818, grad_norm: 7.1803 2020-07-30 02:41:28,926 - mmaction - INFO - Epoch [59][1120/3757] lr: 1.000e-03, eta: 3 days, 13:06:21, time: 2.136, data_time: 0.027, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8453, loss_cls: 1.4120, loss: 1.4120, grad_norm: 7.3504 2020-07-30 02:42:07,235 - mmaction - INFO - Epoch [59][1140/3757] lr: 1.000e-03, eta: 3 days, 13:05:41, time: 1.911, data_time: 0.002, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8414, loss_cls: 1.4203, loss: 1.4203, grad_norm: 7.2950 2020-07-30 02:42:46,263 - mmaction - INFO - Epoch [59][1160/3757] lr: 1.000e-03, eta: 3 days, 13:05:02, time: 1.952, data_time: 0.006, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8594, loss_cls: 1.3582, loss: 1.3582, grad_norm: 7.1204 2020-07-30 02:43:26,590 - mmaction - INFO - Epoch [59][1180/3757] lr: 1.000e-03, eta: 3 days, 13:04:24, time: 2.019, data_time: 0.010, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8484, loss_cls: 1.3823, loss: 1.3823, grad_norm: 7.1552 2020-07-30 02:44:00,837 - mmaction - INFO - Epoch [59][1200/3757] lr: 1.000e-03, eta: 3 days, 13:03:41, time: 1.707, data_time: 0.024, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8398, loss_cls: 1.4689, loss: 1.4689, grad_norm: 7.2892 2020-07-30 02:44:41,463 - mmaction - INFO - Epoch [59][1220/3757] lr: 1.000e-03, eta: 3 days, 13:03:03, time: 2.030, data_time: 0.268, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8711, loss_cls: 1.3130, loss: 1.3130, grad_norm: 7.1281 2020-07-30 02:45:23,123 - mmaction - INFO - Epoch [59][1240/3757] lr: 1.000e-03, eta: 3 days, 13:02:26, time: 2.083, data_time: 0.321, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8562, loss_cls: 1.3870, loss: 1.3870, grad_norm: 7.1739 2020-07-30 02:46:01,449 - mmaction - INFO - Epoch [59][1260/3757] lr: 1.000e-03, eta: 3 days, 13:01:47, time: 1.921, data_time: 0.010, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8391, loss_cls: 1.4275, loss: 1.4275, grad_norm: 7.1351 2020-07-30 02:46:43,808 - mmaction - INFO - Epoch [59][1280/3757] lr: 1.000e-03, eta: 3 days, 13:01:10, time: 2.115, data_time: 0.009, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8406, loss_cls: 1.4886, loss: 1.4886, grad_norm: 7.3837 2020-07-30 02:47:21,838 - mmaction - INFO - Epoch [59][1300/3757] lr: 1.000e-03, eta: 3 days, 13:00:30, time: 1.899, data_time: 0.012, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8484, loss_cls: 1.4111, loss: 1.4111, grad_norm: 6.9398 2020-07-30 02:47:59,116 - mmaction - INFO - Epoch [59][1320/3757] lr: 1.000e-03, eta: 3 days, 12:59:49, time: 1.867, data_time: 0.010, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8375, loss_cls: 1.5248, loss: 1.5248, grad_norm: 7.6268 2020-07-30 02:48:37,131 - mmaction - INFO - Epoch [59][1340/3757] lr: 1.000e-03, eta: 3 days, 12:59:10, time: 1.903, data_time: 0.013, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8344, loss_cls: 1.5011, loss: 1.5011, grad_norm: 7.3759 2020-07-30 02:49:14,160 - mmaction - INFO - Epoch [59][1360/3757] lr: 1.000e-03, eta: 3 days, 12:58:29, time: 1.851, data_time: 0.011, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8383, loss_cls: 1.4646, loss: 1.4646, grad_norm: 7.3797 2020-07-30 02:49:54,823 - mmaction - INFO - Epoch [59][1380/3757] lr: 1.000e-03, eta: 3 days, 12:57:51, time: 2.034, data_time: 0.006, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8305, loss_cls: 1.4751, loss: 1.4751, grad_norm: 7.2334 2020-07-30 02:50:37,051 - mmaction - INFO - Epoch [59][1400/3757] lr: 1.000e-03, eta: 3 days, 12:57:14, time: 2.113, data_time: 0.013, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8555, loss_cls: 1.4087, loss: 1.4087, grad_norm: 7.4503 2020-07-30 02:51:14,445 - mmaction - INFO - Epoch [59][1420/3757] lr: 1.000e-03, eta: 3 days, 12:56:34, time: 1.867, data_time: 0.004, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8508, loss_cls: 1.4689, loss: 1.4689, grad_norm: 7.2667 2020-07-30 02:51:54,386 - mmaction - INFO - Epoch [59][1440/3757] lr: 1.000e-03, eta: 3 days, 12:55:55, time: 1.997, data_time: 0.065, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8438, loss_cls: 1.4619, loss: 1.4619, grad_norm: 7.2698 2020-07-30 02:52:28,794 - mmaction - INFO - Epoch [59][1460/3757] lr: 1.000e-03, eta: 3 days, 12:55:13, time: 1.723, data_time: 0.093, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8445, loss_cls: 1.4846, loss: 1.4846, grad_norm: 7.4591 2020-07-30 02:53:12,024 - mmaction - INFO - Epoch [59][1480/3757] lr: 1.000e-03, eta: 3 days, 12:54:37, time: 2.163, data_time: 0.220, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8359, loss_cls: 1.5181, loss: 1.5181, grad_norm: 7.5251 2020-07-30 02:53:49,982 - mmaction - INFO - Epoch [59][1500/3757] lr: 1.000e-03, eta: 3 days, 12:53:57, time: 1.891, data_time: 0.097, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8516, loss_cls: 1.4047, loss: 1.4047, grad_norm: 7.3452 2020-07-30 02:54:28,670 - mmaction - INFO - Epoch [59][1520/3757] lr: 1.000e-03, eta: 3 days, 12:53:17, time: 1.936, data_time: 0.111, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8484, loss_cls: 1.4104, loss: 1.4104, grad_norm: 7.1187 2020-07-30 02:55:06,835 - mmaction - INFO - Epoch [59][1540/3757] lr: 1.000e-03, eta: 3 days, 12:52:37, time: 1.913, data_time: 0.028, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8484, loss_cls: 1.3769, loss: 1.3769, grad_norm: 7.1761 2020-07-30 02:55:46,982 - mmaction - INFO - Epoch [59][1560/3757] lr: 1.000e-03, eta: 3 days, 12:51:59, time: 2.007, data_time: 0.003, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8383, loss_cls: 1.4476, loss: 1.4476, grad_norm: 7.3414 2020-07-30 02:56:22,064 - mmaction - INFO - Epoch [59][1580/3757] lr: 1.000e-03, eta: 3 days, 12:51:17, time: 1.754, data_time: 0.008, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8672, loss_cls: 1.3640, loss: 1.3640, grad_norm: 7.1454 2020-07-30 02:57:01,000 - mmaction - INFO - Epoch [59][1600/3757] lr: 1.000e-03, eta: 3 days, 12:50:38, time: 1.941, data_time: 0.009, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8469, loss_cls: 1.4078, loss: 1.4078, grad_norm: 7.1988 2020-07-30 02:57:42,833 - mmaction - INFO - Epoch [59][1620/3757] lr: 1.000e-03, eta: 3 days, 12:50:01, time: 2.097, data_time: 0.032, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8539, loss_cls: 1.4270, loss: 1.4270, grad_norm: 7.2731 2020-07-30 02:58:23,478 - mmaction - INFO - Epoch [59][1640/3757] lr: 1.000e-03, eta: 3 days, 12:49:23, time: 2.023, data_time: 0.168, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8359, loss_cls: 1.5309, loss: 1.5309, grad_norm: 7.5138 2020-07-30 02:59:00,768 - mmaction - INFO - Epoch [59][1660/3757] lr: 1.000e-03, eta: 3 days, 12:48:42, time: 1.872, data_time: 0.070, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8305, loss_cls: 1.5058, loss: 1.5058, grad_norm: 7.3980 2020-07-30 02:59:40,510 - mmaction - INFO - Epoch [59][1680/3757] lr: 1.000e-03, eta: 3 days, 12:48:04, time: 1.989, data_time: 0.013, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8688, loss_cls: 1.3146, loss: 1.3146, grad_norm: 6.9452 2020-07-30 03:00:18,674 - mmaction - INFO - Epoch [59][1700/3757] lr: 1.000e-03, eta: 3 days, 12:47:24, time: 1.898, data_time: 0.003, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8625, loss_cls: 1.3629, loss: 1.3629, grad_norm: 7.2508 2020-07-30 03:00:59,689 - mmaction - INFO - Epoch [59][1720/3757] lr: 1.000e-03, eta: 3 days, 12:46:46, time: 2.060, data_time: 0.027, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8492, loss_cls: 1.4227, loss: 1.4227, grad_norm: 7.2480 2020-07-30 03:01:40,241 - mmaction - INFO - Epoch [59][1740/3757] lr: 1.000e-03, eta: 3 days, 12:46:08, time: 2.021, data_time: 0.009, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8453, loss_cls: 1.4814, loss: 1.4814, grad_norm: 7.3222 2020-07-30 03:02:17,096 - mmaction - INFO - Epoch [59][1760/3757] lr: 1.000e-03, eta: 3 days, 12:45:27, time: 1.849, data_time: 0.011, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8383, loss_cls: 1.4055, loss: 1.4055, grad_norm: 7.0182 2020-07-30 03:02:56,932 - mmaction - INFO - Epoch [59][1780/3757] lr: 1.000e-03, eta: 3 days, 12:44:49, time: 1.993, data_time: 0.003, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8453, loss_cls: 1.4630, loss: 1.4630, grad_norm: 7.3869 2020-07-30 03:03:37,975 - mmaction - INFO - Epoch [59][1800/3757] lr: 1.000e-03, eta: 3 days, 12:44:11, time: 2.045, data_time: 0.008, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8516, loss_cls: 1.4017, loss: 1.4017, grad_norm: 7.2464 2020-07-30 03:04:18,885 - mmaction - INFO - Epoch [59][1820/3757] lr: 1.000e-03, eta: 3 days, 12:43:33, time: 2.044, data_time: 0.009, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8422, loss_cls: 1.4942, loss: 1.4942, grad_norm: 7.3889 2020-07-30 03:04:58,328 - mmaction - INFO - Epoch [59][1840/3757] lr: 1.000e-03, eta: 3 days, 12:42:54, time: 1.978, data_time: 0.010, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8445, loss_cls: 1.4543, loss: 1.4543, grad_norm: 7.3182 2020-07-30 03:05:35,384 - mmaction - INFO - Epoch [59][1860/3757] lr: 1.000e-03, eta: 3 days, 12:42:14, time: 1.854, data_time: 0.007, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8523, loss_cls: 1.4163, loss: 1.4163, grad_norm: 7.1803 2020-07-30 03:06:11,378 - mmaction - INFO - Epoch [59][1880/3757] lr: 1.000e-03, eta: 3 days, 12:41:32, time: 1.799, data_time: 0.011, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8695, loss_cls: 1.3667, loss: 1.3667, grad_norm: 7.1647 2020-07-30 03:06:52,006 - mmaction - INFO - Epoch [59][1900/3757] lr: 1.000e-03, eta: 3 days, 12:40:54, time: 2.032, data_time: 0.009, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8445, loss_cls: 1.3918, loss: 1.3918, grad_norm: 7.1241 2020-07-30 03:07:32,907 - mmaction - INFO - Epoch [59][1920/3757] lr: 1.000e-03, eta: 3 days, 12:40:16, time: 2.039, data_time: 0.241, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8445, loss_cls: 1.4339, loss: 1.4339, grad_norm: 7.1910 2020-07-30 03:08:08,526 - mmaction - INFO - Epoch [59][1940/3757] lr: 1.000e-03, eta: 3 days, 12:39:35, time: 1.788, data_time: 0.010, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8641, loss_cls: 1.3931, loss: 1.3931, grad_norm: 7.3656 2020-07-30 03:08:48,347 - mmaction - INFO - Epoch [59][1960/3757] lr: 1.000e-03, eta: 3 days, 12:38:56, time: 1.985, data_time: 0.008, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8328, loss_cls: 1.5267, loss: 1.5267, grad_norm: 7.6218 2020-07-30 03:09:23,098 - mmaction - INFO - Epoch [59][1980/3757] lr: 1.000e-03, eta: 3 days, 12:38:14, time: 1.745, data_time: 0.013, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8508, loss_cls: 1.4216, loss: 1.4216, grad_norm: 7.1178 2020-07-30 03:10:02,419 - mmaction - INFO - Epoch [59][2000/3757] lr: 1.000e-03, eta: 3 days, 12:37:35, time: 1.960, data_time: 0.007, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8500, loss_cls: 1.4102, loss: 1.4102, grad_norm: 7.0945 2020-07-30 03:10:39,586 - mmaction - INFO - Epoch [59][2020/3757] lr: 1.000e-03, eta: 3 days, 12:36:55, time: 1.863, data_time: 0.009, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8516, loss_cls: 1.4226, loss: 1.4226, grad_norm: 7.4507 2020-07-30 03:11:16,882 - mmaction - INFO - Epoch [59][2040/3757] lr: 1.000e-03, eta: 3 days, 12:36:14, time: 1.861, data_time: 0.010, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8539, loss_cls: 1.4234, loss: 1.4234, grad_norm: 7.3782 2020-07-30 03:11:55,870 - mmaction - INFO - Epoch [59][2060/3757] lr: 1.000e-03, eta: 3 days, 12:35:35, time: 1.954, data_time: 0.011, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8398, loss_cls: 1.5003, loss: 1.5003, grad_norm: 7.4967 2020-07-30 03:12:37,086 - mmaction - INFO - Epoch [59][2080/3757] lr: 1.000e-03, eta: 3 days, 12:34:57, time: 2.058, data_time: 0.019, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8500, loss_cls: 1.3884, loss: 1.3884, grad_norm: 7.1616 2020-07-30 03:13:18,362 - mmaction - INFO - Epoch [59][2100/3757] lr: 1.000e-03, eta: 3 days, 12:34:20, time: 2.067, data_time: 0.007, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8516, loss_cls: 1.3657, loss: 1.3657, grad_norm: 7.0304 2020-07-30 03:13:57,769 - mmaction - INFO - Epoch [59][2120/3757] lr: 1.000e-03, eta: 3 days, 12:33:41, time: 1.966, data_time: 0.008, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8695, loss_cls: 1.3441, loss: 1.3441, grad_norm: 7.1623 2020-07-30 03:14:33,940 - mmaction - INFO - Epoch [59][2140/3757] lr: 1.000e-03, eta: 3 days, 12:33:00, time: 1.813, data_time: 0.007, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.4142, loss: 1.4142, grad_norm: 7.3175 2020-07-30 03:15:12,856 - mmaction - INFO - Epoch [59][2160/3757] lr: 1.000e-03, eta: 3 days, 12:32:20, time: 1.942, data_time: 0.008, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8648, loss_cls: 1.3718, loss: 1.3718, grad_norm: 7.2652 2020-07-30 03:15:52,434 - mmaction - INFO - Epoch [59][2180/3757] lr: 1.000e-03, eta: 3 days, 12:31:42, time: 1.979, data_time: 0.160, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8508, loss_cls: 1.5062, loss: 1.5062, grad_norm: 7.6221 2020-07-30 03:16:29,003 - mmaction - INFO - Epoch [59][2200/3757] lr: 1.000e-03, eta: 3 days, 12:31:01, time: 1.832, data_time: 0.024, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8555, loss_cls: 1.4051, loss: 1.4051, grad_norm: 7.1943 2020-07-30 03:17:10,894 - mmaction - INFO - Epoch [59][2220/3757] lr: 1.000e-03, eta: 3 days, 12:30:24, time: 2.093, data_time: 0.071, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8477, loss_cls: 1.4424, loss: 1.4424, grad_norm: 7.3689 2020-07-30 03:17:47,952 - mmaction - INFO - Epoch [59][2240/3757] lr: 1.000e-03, eta: 3 days, 12:29:43, time: 1.849, data_time: 0.015, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8516, loss_cls: 1.4399, loss: 1.4399, grad_norm: 7.4997 2020-07-30 03:18:24,478 - mmaction - INFO - Epoch [59][2260/3757] lr: 1.000e-03, eta: 3 days, 12:29:02, time: 1.832, data_time: 0.020, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8625, loss_cls: 1.3113, loss: 1.3113, grad_norm: 6.9978 2020-07-30 03:19:02,209 - mmaction - INFO - Epoch [59][2280/3757] lr: 1.000e-03, eta: 3 days, 12:28:22, time: 1.886, data_time: 0.003, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8539, loss_cls: 1.4439, loss: 1.4439, grad_norm: 7.2701 2020-07-30 03:19:43,960 - mmaction - INFO - Epoch [59][2300/3757] lr: 1.000e-03, eta: 3 days, 12:27:45, time: 2.079, data_time: 0.008, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8484, loss_cls: 1.4322, loss: 1.4322, grad_norm: 7.4034 2020-07-30 03:20:19,290 - mmaction - INFO - Epoch [59][2320/3757] lr: 1.000e-03, eta: 3 days, 12:27:03, time: 1.771, data_time: 0.095, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8383, loss_cls: 1.4819, loss: 1.4819, grad_norm: 7.6229 2020-07-30 03:21:01,113 - mmaction - INFO - Epoch [59][2340/3757] lr: 1.000e-03, eta: 3 days, 12:26:26, time: 2.093, data_time: 0.482, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8477, loss_cls: 1.4828, loss: 1.4828, grad_norm: 7.2731 2020-07-30 03:21:39,083 - mmaction - INFO - Epoch [59][2360/3757] lr: 1.000e-03, eta: 3 days, 12:25:46, time: 1.893, data_time: 0.962, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8578, loss_cls: 1.4155, loss: 1.4155, grad_norm: 7.2305 2020-07-30 03:22:17,627 - mmaction - INFO - Epoch [59][2380/3757] lr: 1.000e-03, eta: 3 days, 12:25:06, time: 1.933, data_time: 0.519, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8508, loss_cls: 1.4102, loss: 1.4102, grad_norm: 7.1069 2020-07-30 03:22:55,480 - mmaction - INFO - Epoch [59][2400/3757] lr: 1.000e-03, eta: 3 days, 12:24:26, time: 1.894, data_time: 0.004, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8461, loss_cls: 1.3993, loss: 1.3993, grad_norm: 7.0887 2020-07-30 03:23:31,963 - mmaction - INFO - Epoch [59][2420/3757] lr: 1.000e-03, eta: 3 days, 12:23:45, time: 1.823, data_time: 0.074, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8531, loss_cls: 1.4378, loss: 1.4378, grad_norm: 7.5454 2020-07-30 03:24:10,687 - mmaction - INFO - Epoch [59][2440/3757] lr: 1.000e-03, eta: 3 days, 12:23:06, time: 1.937, data_time: 0.083, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8391, loss_cls: 1.5009, loss: 1.5009, grad_norm: 7.4016 2020-07-30 03:24:50,785 - mmaction - INFO - Epoch [59][2460/3757] lr: 1.000e-03, eta: 3 days, 12:22:28, time: 2.004, data_time: 0.002, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8539, loss_cls: 1.4231, loss: 1.4231, grad_norm: 7.3263 2020-07-30 03:25:29,863 - mmaction - INFO - Epoch [59][2480/3757] lr: 1.000e-03, eta: 3 days, 12:21:48, time: 1.950, data_time: 0.007, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8461, loss_cls: 1.4920, loss: 1.4920, grad_norm: 7.4529 2020-07-30 03:26:08,372 - mmaction - INFO - Epoch [59][2500/3757] lr: 1.000e-03, eta: 3 days, 12:21:09, time: 1.930, data_time: 0.008, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8492, loss_cls: 1.4320, loss: 1.4320, grad_norm: 7.2044 2020-07-30 03:26:48,755 - mmaction - INFO - Epoch [59][2520/3757] lr: 1.000e-03, eta: 3 days, 12:20:31, time: 2.019, data_time: 0.080, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8305, loss_cls: 1.5016, loss: 1.5016, grad_norm: 7.3295 2020-07-30 03:27:26,967 - mmaction - INFO - Epoch [59][2540/3757] lr: 1.000e-03, eta: 3 days, 12:19:51, time: 1.910, data_time: 0.009, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8508, loss_cls: 1.3859, loss: 1.3859, grad_norm: 7.1334 2020-07-30 03:28:05,601 - mmaction - INFO - Epoch [59][2560/3757] lr: 1.000e-03, eta: 3 days, 12:19:11, time: 1.923, data_time: 0.008, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8500, loss_cls: 1.4565, loss: 1.4565, grad_norm: 7.3944 2020-07-30 03:28:43,995 - mmaction - INFO - Epoch [59][2580/3757] lr: 1.000e-03, eta: 3 days, 12:18:32, time: 1.928, data_time: 0.012, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8586, loss_cls: 1.4072, loss: 1.4072, grad_norm: 7.2886 2020-07-30 03:29:22,061 - mmaction - INFO - Epoch [59][2600/3757] lr: 1.000e-03, eta: 3 days, 12:17:52, time: 1.901, data_time: 0.009, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8570, loss_cls: 1.4535, loss: 1.4535, grad_norm: 7.5261 2020-07-30 03:29:59,242 - mmaction - INFO - Epoch [59][2620/3757] lr: 1.000e-03, eta: 3 days, 12:17:12, time: 1.862, data_time: 0.025, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8625, loss_cls: 1.3367, loss: 1.3367, grad_norm: 6.9211 2020-07-30 03:30:38,897 - mmaction - INFO - Epoch [59][2640/3757] lr: 1.000e-03, eta: 3 days, 12:16:33, time: 1.978, data_time: 0.451, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8391, loss_cls: 1.4880, loss: 1.4880, grad_norm: 7.2998 2020-07-30 03:31:18,937 - mmaction - INFO - Epoch [59][2660/3757] lr: 1.000e-03, eta: 3 days, 12:15:55, time: 2.007, data_time: 0.236, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8344, loss_cls: 1.4838, loss: 1.4838, grad_norm: 7.6046 2020-07-30 03:31:57,670 - mmaction - INFO - Epoch [59][2680/3757] lr: 1.000e-03, eta: 3 days, 12:15:15, time: 1.934, data_time: 0.016, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8594, loss_cls: 1.3897, loss: 1.3897, grad_norm: 7.2600 2020-07-30 03:32:41,078 - mmaction - INFO - Epoch [59][2700/3757] lr: 1.000e-03, eta: 3 days, 12:14:39, time: 2.171, data_time: 0.032, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8578, loss_cls: 1.4009, loss: 1.4009, grad_norm: 7.2838 2020-07-30 03:33:18,352 - mmaction - INFO - Epoch [59][2720/3757] lr: 1.000e-03, eta: 3 days, 12:13:59, time: 1.865, data_time: 0.005, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8422, loss_cls: 1.4212, loss: 1.4212, grad_norm: 7.2749 2020-07-30 03:33:58,080 - mmaction - INFO - Epoch [59][2740/3757] lr: 1.000e-03, eta: 3 days, 12:13:20, time: 1.983, data_time: 0.278, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8562, loss_cls: 1.3853, loss: 1.3853, grad_norm: 7.2344 2020-07-30 03:34:37,213 - mmaction - INFO - Epoch [59][2760/3757] lr: 1.000e-03, eta: 3 days, 12:12:41, time: 1.960, data_time: 0.039, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8469, loss_cls: 1.4085, loss: 1.4085, grad_norm: 7.1608 2020-07-30 03:35:16,200 - mmaction - INFO - Epoch [59][2780/3757] lr: 1.000e-03, eta: 3 days, 12:12:02, time: 1.943, data_time: 0.012, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8383, loss_cls: 1.4153, loss: 1.4153, grad_norm: 7.3420 2020-07-30 03:35:57,670 - mmaction - INFO - Epoch [59][2800/3757] lr: 1.000e-03, eta: 3 days, 12:11:24, time: 2.079, data_time: 0.011, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8516, loss_cls: 1.4741, loss: 1.4741, grad_norm: 7.4913 2020-07-30 03:36:37,763 - mmaction - INFO - Epoch [59][2820/3757] lr: 1.000e-03, eta: 3 days, 12:10:46, time: 2.005, data_time: 0.009, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8523, loss_cls: 1.3807, loss: 1.3807, grad_norm: 7.3303 2020-07-30 03:37:15,356 - mmaction - INFO - Epoch [59][2840/3757] lr: 1.000e-03, eta: 3 days, 12:10:06, time: 1.878, data_time: 0.004, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8570, loss_cls: 1.3722, loss: 1.3722, grad_norm: 7.2884 2020-07-30 03:37:52,522 - mmaction - INFO - Epoch [59][2860/3757] lr: 1.000e-03, eta: 3 days, 12:09:25, time: 1.858, data_time: 0.009, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8531, loss_cls: 1.3640, loss: 1.3640, grad_norm: 7.0649 2020-07-30 03:38:28,559 - mmaction - INFO - Epoch [59][2880/3757] lr: 1.000e-03, eta: 3 days, 12:08:44, time: 1.797, data_time: 0.012, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8445, loss_cls: 1.4521, loss: 1.4521, grad_norm: 7.2145 2020-07-30 03:39:05,144 - mmaction - INFO - Epoch [59][2900/3757] lr: 1.000e-03, eta: 3 days, 12:08:03, time: 1.836, data_time: 0.011, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8445, loss_cls: 1.4524, loss: 1.4524, grad_norm: 7.2722 2020-07-30 03:39:48,381 - mmaction - INFO - Epoch [59][2920/3757] lr: 1.000e-03, eta: 3 days, 12:07:27, time: 2.155, data_time: 0.009, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8352, loss_cls: 1.4996, loss: 1.4996, grad_norm: 7.4601 2020-07-30 03:40:28,950 - mmaction - INFO - Epoch [59][2940/3757] lr: 1.000e-03, eta: 3 days, 12:06:49, time: 2.036, data_time: 0.011, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8461, loss_cls: 1.4594, loss: 1.4594, grad_norm: 7.2173 2020-07-30 03:41:07,653 - mmaction - INFO - Epoch [59][2960/3757] lr: 1.000e-03, eta: 3 days, 12:06:09, time: 1.936, data_time: 0.004, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8570, loss_cls: 1.3794, loss: 1.3794, grad_norm: 7.2852 2020-07-30 03:41:42,871 - mmaction - INFO - Epoch [59][2980/3757] lr: 1.000e-03, eta: 3 days, 12:05:27, time: 1.751, data_time: 0.104, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8383, loss_cls: 1.4880, loss: 1.4880, grad_norm: 7.3913 2020-07-30 03:42:21,446 - mmaction - INFO - Epoch [59][3000/3757] lr: 1.000e-03, eta: 3 days, 12:04:48, time: 1.937, data_time: 0.013, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8422, loss_cls: 1.4986, loss: 1.4986, grad_norm: 7.5651 2020-07-30 03:43:02,310 - mmaction - INFO - Epoch [59][3020/3757] lr: 1.000e-03, eta: 3 days, 12:04:10, time: 2.038, data_time: 0.016, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8539, loss_cls: 1.3713, loss: 1.3713, grad_norm: 7.2281 2020-07-30 03:43:41,987 - mmaction - INFO - Epoch [59][3040/3757] lr: 1.000e-03, eta: 3 days, 12:03:31, time: 1.984, data_time: 0.010, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8445, loss_cls: 1.4895, loss: 1.4895, grad_norm: 7.4843 2020-07-30 03:44:23,590 - mmaction - INFO - Epoch [59][3060/3757] lr: 1.000e-03, eta: 3 days, 12:02:54, time: 2.081, data_time: 0.009, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8641, loss_cls: 1.3656, loss: 1.3656, grad_norm: 7.4311 2020-07-30 03:45:01,037 - mmaction - INFO - Epoch [59][3080/3757] lr: 1.000e-03, eta: 3 days, 12:02:14, time: 1.874, data_time: 0.009, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8594, loss_cls: 1.3747, loss: 1.3747, grad_norm: 7.2213 2020-07-30 03:45:38,997 - mmaction - INFO - Epoch [59][3100/3757] lr: 1.000e-03, eta: 3 days, 12:01:34, time: 1.897, data_time: 0.012, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8586, loss_cls: 1.3949, loss: 1.3949, grad_norm: 7.3693 2020-07-30 03:46:17,817 - mmaction - INFO - Epoch [59][3120/3757] lr: 1.000e-03, eta: 3 days, 12:00:55, time: 1.947, data_time: 0.082, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8562, loss_cls: 1.3600, loss: 1.3600, grad_norm: 7.1396 2020-07-30 03:46:54,001 - mmaction - INFO - Epoch [59][3140/3757] lr: 1.000e-03, eta: 3 days, 12:00:13, time: 1.808, data_time: 0.008, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8367, loss_cls: 1.4264, loss: 1.4264, grad_norm: 7.3494 2020-07-30 03:47:34,229 - mmaction - INFO - Epoch [59][3160/3757] lr: 1.000e-03, eta: 3 days, 11:59:35, time: 2.006, data_time: 0.241, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8313, loss_cls: 1.4956, loss: 1.4956, grad_norm: 7.6599 2020-07-30 03:48:12,222 - mmaction - INFO - Epoch [59][3180/3757] lr: 1.000e-03, eta: 3 days, 11:58:55, time: 1.904, data_time: 0.009, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8461, loss_cls: 1.4696, loss: 1.4696, grad_norm: 7.4589 2020-07-30 03:48:49,234 - mmaction - INFO - Epoch [59][3200/3757] lr: 1.000e-03, eta: 3 days, 11:58:15, time: 1.852, data_time: 0.075, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8656, loss_cls: 1.3479, loss: 1.3479, grad_norm: 7.1659 2020-07-30 03:49:27,742 - mmaction - INFO - Epoch [59][3220/3757] lr: 1.000e-03, eta: 3 days, 11:57:35, time: 1.924, data_time: 0.161, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8570, loss_cls: 1.4650, loss: 1.4650, grad_norm: 7.6107 2020-07-30 03:50:08,531 - mmaction - INFO - Epoch [59][3240/3757] lr: 1.000e-03, eta: 3 days, 11:56:57, time: 2.039, data_time: 0.038, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8609, loss_cls: 1.3793, loss: 1.3793, grad_norm: 7.3457 2020-07-30 03:50:45,013 - mmaction - INFO - Epoch [59][3260/3757] lr: 1.000e-03, eta: 3 days, 11:56:16, time: 1.824, data_time: 0.048, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8531, loss_cls: 1.3757, loss: 1.3757, grad_norm: 7.4329 2020-07-30 03:51:24,441 - mmaction - INFO - Epoch [59][3280/3757] lr: 1.000e-03, eta: 3 days, 11:55:37, time: 1.970, data_time: 0.012, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8539, loss_cls: 1.4341, loss: 1.4341, grad_norm: 7.4268 2020-07-30 03:52:02,310 - mmaction - INFO - Epoch [59][3300/3757] lr: 1.000e-03, eta: 3 days, 11:54:57, time: 1.893, data_time: 0.008, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8586, loss_cls: 1.3573, loss: 1.3573, grad_norm: 7.1072 2020-07-30 03:52:43,526 - mmaction - INFO - Epoch [59][3320/3757] lr: 1.000e-03, eta: 3 days, 11:54:20, time: 2.065, data_time: 0.010, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8414, loss_cls: 1.4594, loss: 1.4594, grad_norm: 7.5026 2020-07-30 03:53:22,076 - mmaction - INFO - Epoch [59][3340/3757] lr: 1.000e-03, eta: 3 days, 11:53:40, time: 1.927, data_time: 0.008, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8445, loss_cls: 1.4123, loss: 1.4123, grad_norm: 7.2513 2020-07-30 03:54:04,062 - mmaction - INFO - Epoch [59][3360/3757] lr: 1.000e-03, eta: 3 days, 11:53:03, time: 2.098, data_time: 0.002, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8430, loss_cls: 1.4047, loss: 1.4047, grad_norm: 7.3349 2020-07-30 03:54:42,469 - mmaction - INFO - Epoch [59][3380/3757] lr: 1.000e-03, eta: 3 days, 11:52:23, time: 1.918, data_time: 0.003, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8641, loss_cls: 1.3632, loss: 1.3632, grad_norm: 7.0795 2020-07-30 03:55:19,611 - mmaction - INFO - Epoch [59][3400/3757] lr: 1.000e-03, eta: 3 days, 11:51:43, time: 1.854, data_time: 0.040, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8359, loss_cls: 1.4714, loss: 1.4714, grad_norm: 7.3982 2020-07-30 03:55:59,017 - mmaction - INFO - Epoch [59][3420/3757] lr: 1.000e-03, eta: 3 days, 11:51:04, time: 1.975, data_time: 0.011, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8469, loss_cls: 1.4726, loss: 1.4726, grad_norm: 7.1973 2020-07-30 03:56:38,512 - mmaction - INFO - Epoch [59][3440/3757] lr: 1.000e-03, eta: 3 days, 11:50:25, time: 1.968, data_time: 0.410, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8484, loss_cls: 1.4354, loss: 1.4354, grad_norm: 7.3091 2020-07-30 03:57:18,471 - mmaction - INFO - Epoch [59][3460/3757] lr: 1.000e-03, eta: 3 days, 11:49:47, time: 2.004, data_time: 0.687, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8586, loss_cls: 1.4199, loss: 1.4199, grad_norm: 7.3184 2020-07-30 03:57:56,854 - mmaction - INFO - Epoch [59][3480/3757] lr: 1.000e-03, eta: 3 days, 11:49:07, time: 1.920, data_time: 1.111, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8594, loss_cls: 1.3908, loss: 1.3908, grad_norm: 7.1932 2020-07-30 03:58:37,663 - mmaction - INFO - Epoch [59][3500/3757] lr: 1.000e-03, eta: 3 days, 11:48:29, time: 2.038, data_time: 1.479, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8438, loss_cls: 1.4379, loss: 1.4379, grad_norm: 7.3419 2020-07-30 03:59:12,366 - mmaction - INFO - Epoch [59][3520/3757] lr: 1.000e-03, eta: 3 days, 11:47:47, time: 1.737, data_time: 1.192, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8430, loss_cls: 1.3834, loss: 1.3834, grad_norm: 7.3793 2020-07-30 03:59:51,032 - mmaction - INFO - Epoch [59][3540/3757] lr: 1.000e-03, eta: 3 days, 11:47:08, time: 1.932, data_time: 1.349, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8477, loss_cls: 1.4154, loss: 1.4154, grad_norm: 7.3776 2020-07-30 04:00:30,513 - mmaction - INFO - Epoch [59][3560/3757] lr: 1.000e-03, eta: 3 days, 11:46:28, time: 1.945, data_time: 0.820, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8539, loss_cls: 1.3989, loss: 1.3989, grad_norm: 7.1455 2020-07-30 04:01:09,923 - mmaction - INFO - Epoch [59][3580/3757] lr: 1.000e-03, eta: 3 days, 11:45:50, time: 2.001, data_time: 0.380, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8547, loss_cls: 1.3989, loss: 1.3989, grad_norm: 7.4268 2020-07-30 04:01:48,484 - mmaction - INFO - Epoch [59][3600/3757] lr: 1.000e-03, eta: 3 days, 11:45:10, time: 1.928, data_time: 0.213, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8633, loss_cls: 1.3626, loss: 1.3626, grad_norm: 7.4114 2020-07-30 04:02:28,286 - mmaction - INFO - Epoch [59][3620/3757] lr: 1.000e-03, eta: 3 days, 11:44:32, time: 1.988, data_time: 0.145, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8414, loss_cls: 1.4768, loss: 1.4768, grad_norm: 7.4819 2020-07-30 04:03:07,990 - mmaction - INFO - Epoch [59][3640/3757] lr: 1.000e-03, eta: 3 days, 11:43:53, time: 1.987, data_time: 0.035, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8547, loss_cls: 1.4154, loss: 1.4154, grad_norm: 7.4273 2020-07-30 04:03:47,178 - mmaction - INFO - Epoch [59][3660/3757] lr: 1.000e-03, eta: 3 days, 11:43:14, time: 1.951, data_time: 0.009, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8344, loss_cls: 1.5165, loss: 1.5165, grad_norm: 7.5146 2020-07-30 04:04:24,042 - mmaction - INFO - Epoch [59][3680/3757] lr: 1.000e-03, eta: 3 days, 11:42:33, time: 1.843, data_time: 0.012, memory: 5170, top1_acc: 0.6234, top5_acc: 0.8422, loss_cls: 1.5148, loss: 1.5148, grad_norm: 7.4244 2020-07-30 04:05:06,725 - mmaction - INFO - Epoch [59][3700/3757] lr: 1.000e-03, eta: 3 days, 11:41:57, time: 2.142, data_time: 0.012, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8539, loss_cls: 1.4522, loss: 1.4522, grad_norm: 7.5286 2020-07-30 04:05:45,136 - mmaction - INFO - Epoch [59][3720/3757] lr: 1.000e-03, eta: 3 days, 11:41:17, time: 1.922, data_time: 0.004, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8469, loss_cls: 1.4170, loss: 1.4170, grad_norm: 7.2152 2020-07-30 04:06:28,304 - mmaction - INFO - Epoch [59][3740/3757] lr: 1.000e-03, eta: 3 days, 11:40:41, time: 2.154, data_time: 0.376, memory: 5170, top1_acc: 0.6180, top5_acc: 0.8273, loss_cls: 1.5743, loss: 1.5743, grad_norm: 7.5332 2020-07-30 04:06:51,236 - mmaction - INFO - Saving checkpoint at 59 epochs 2020-07-30 04:07:47,793 - mmaction - INFO - Epoch [60][20/3757] lr: 1.000e-03, eta: 3 days, 11:39:16, time: 2.738, data_time: 1.285, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8742, loss_cls: 1.2676, loss: 1.2676, grad_norm: 6.9094 2020-07-30 04:08:26,744 - mmaction - INFO - Epoch [60][40/3757] lr: 1.000e-03, eta: 3 days, 11:38:37, time: 1.949, data_time: 0.402, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8555, loss_cls: 1.4486, loss: 1.4486, grad_norm: 7.3760 2020-07-30 04:09:04,527 - mmaction - INFO - Epoch [60][60/3757] lr: 1.000e-03, eta: 3 days, 11:37:57, time: 1.895, data_time: 0.870, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8695, loss_cls: 1.3481, loss: 1.3481, grad_norm: 7.3644 2020-07-30 04:09:42,987 - mmaction - INFO - Epoch [60][80/3757] lr: 1.000e-03, eta: 3 days, 11:37:18, time: 1.922, data_time: 1.346, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8484, loss_cls: 1.4111, loss: 1.4111, grad_norm: 7.1900 2020-07-30 04:10:23,114 - mmaction - INFO - Epoch [60][100/3757] lr: 1.000e-03, eta: 3 days, 11:36:39, time: 1.999, data_time: 0.587, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8555, loss_cls: 1.3567, loss: 1.3567, grad_norm: 7.1205 2020-07-30 04:11:03,041 - mmaction - INFO - Epoch [60][120/3757] lr: 1.000e-03, eta: 3 days, 11:36:01, time: 2.002, data_time: 0.053, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8562, loss_cls: 1.3413, loss: 1.3413, grad_norm: 7.0453 2020-07-30 04:11:40,859 - mmaction - INFO - Epoch [60][140/3757] lr: 1.000e-03, eta: 3 days, 11:35:21, time: 1.893, data_time: 0.006, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8523, loss_cls: 1.3635, loss: 1.3635, grad_norm: 7.1498 2020-07-30 04:12:20,025 - mmaction - INFO - Epoch [60][160/3757] lr: 1.000e-03, eta: 3 days, 11:34:41, time: 1.950, data_time: 0.008, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8359, loss_cls: 1.4530, loss: 1.4530, grad_norm: 7.4455 2020-07-30 04:12:58,249 - mmaction - INFO - Epoch [60][180/3757] lr: 1.000e-03, eta: 3 days, 11:34:02, time: 1.914, data_time: 0.012, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8492, loss_cls: 1.3857, loss: 1.3857, grad_norm: 7.4441 2020-07-30 04:13:38,404 - mmaction - INFO - Epoch [60][200/3757] lr: 1.000e-03, eta: 3 days, 11:33:23, time: 2.007, data_time: 0.011, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8500, loss_cls: 1.3654, loss: 1.3654, grad_norm: 6.9829 2020-07-30 04:14:15,554 - mmaction - INFO - Epoch [60][220/3757] lr: 1.000e-03, eta: 3 days, 11:32:43, time: 1.856, data_time: 0.012, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8344, loss_cls: 1.4947, loss: 1.4947, grad_norm: 7.2315 2020-07-30 04:14:54,627 - mmaction - INFO - Epoch [60][240/3757] lr: 1.000e-03, eta: 3 days, 11:32:04, time: 1.962, data_time: 0.012, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8734, loss_cls: 1.3049, loss: 1.3049, grad_norm: 7.1187 2020-07-30 04:15:35,225 - mmaction - INFO - Epoch [60][260/3757] lr: 1.000e-03, eta: 3 days, 11:31:26, time: 2.025, data_time: 0.009, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8508, loss_cls: 1.4531, loss: 1.4531, grad_norm: 7.4354 2020-07-30 04:16:14,543 - mmaction - INFO - Epoch [60][280/3757] lr: 1.000e-03, eta: 3 days, 11:30:47, time: 1.972, data_time: 0.012, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8461, loss_cls: 1.4512, loss: 1.4512, grad_norm: 7.4547 2020-07-30 04:16:53,698 - mmaction - INFO - Epoch [60][300/3757] lr: 1.000e-03, eta: 3 days, 11:30:08, time: 1.949, data_time: 0.019, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8453, loss_cls: 1.4106, loss: 1.4106, grad_norm: 7.4929 2020-07-30 04:17:30,822 - mmaction - INFO - Epoch [60][320/3757] lr: 1.000e-03, eta: 3 days, 11:29:27, time: 1.865, data_time: 0.011, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8648, loss_cls: 1.3562, loss: 1.3562, grad_norm: 7.3444 2020-07-30 04:18:09,975 - mmaction - INFO - Epoch [60][340/3757] lr: 1.000e-03, eta: 3 days, 11:28:48, time: 1.948, data_time: 0.242, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8453, loss_cls: 1.4458, loss: 1.4458, grad_norm: 7.5586 2020-07-30 04:18:50,914 - mmaction - INFO - Epoch [60][360/3757] lr: 1.000e-03, eta: 3 days, 11:28:10, time: 2.054, data_time: 0.106, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8648, loss_cls: 1.3452, loss: 1.3452, grad_norm: 7.2689 2020-07-30 04:19:27,965 - mmaction - INFO - Epoch [60][380/3757] lr: 1.000e-03, eta: 3 days, 11:27:30, time: 1.854, data_time: 0.096, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8453, loss_cls: 1.3811, loss: 1.3811, grad_norm: 7.3387 2020-07-30 04:20:09,035 - mmaction - INFO - Epoch [60][400/3757] lr: 1.000e-03, eta: 3 days, 11:26:52, time: 2.053, data_time: 0.216, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8602, loss_cls: 1.3785, loss: 1.3785, grad_norm: 7.4090 2020-07-30 04:20:48,147 - mmaction - INFO - Epoch [60][420/3757] lr: 1.000e-03, eta: 3 days, 11:26:13, time: 1.953, data_time: 0.489, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8477, loss_cls: 1.4512, loss: 1.4512, grad_norm: 7.6832 2020-07-30 04:21:26,099 - mmaction - INFO - Epoch [60][440/3757] lr: 1.000e-03, eta: 3 days, 11:25:33, time: 1.895, data_time: 0.011, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8609, loss_cls: 1.4048, loss: 1.4048, grad_norm: 7.3102 2020-07-30 04:22:01,634 - mmaction - INFO - Epoch [60][460/3757] lr: 1.000e-03, eta: 3 days, 11:24:51, time: 1.775, data_time: 0.009, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8508, loss_cls: 1.4229, loss: 1.4229, grad_norm: 7.3266 2020-07-30 04:22:39,275 - mmaction - INFO - Epoch [60][480/3757] lr: 1.000e-03, eta: 3 days, 11:24:11, time: 1.888, data_time: 0.010, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8672, loss_cls: 1.3494, loss: 1.3494, grad_norm: 7.4261 2020-07-30 04:23:19,486 - mmaction - INFO - Epoch [60][500/3757] lr: 1.000e-03, eta: 3 days, 11:23:33, time: 2.005, data_time: 0.008, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8562, loss_cls: 1.3899, loss: 1.3899, grad_norm: 7.3666 2020-07-30 04:23:57,339 - mmaction - INFO - Epoch [60][520/3757] lr: 1.000e-03, eta: 3 days, 11:22:53, time: 1.899, data_time: 0.011, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8555, loss_cls: 1.3942, loss: 1.3942, grad_norm: 7.4902 2020-07-30 04:24:36,319 - mmaction - INFO - Epoch [60][540/3757] lr: 1.000e-03, eta: 3 days, 11:22:14, time: 1.943, data_time: 0.047, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8656, loss_cls: 1.3400, loss: 1.3400, grad_norm: 7.2012 2020-07-30 04:25:15,470 - mmaction - INFO - Epoch [60][560/3757] lr: 1.000e-03, eta: 3 days, 11:21:35, time: 1.959, data_time: 0.144, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8445, loss_cls: 1.4247, loss: 1.4247, grad_norm: 7.1371 2020-07-30 04:25:52,473 - mmaction - INFO - Epoch [60][580/3757] lr: 1.000e-03, eta: 3 days, 11:20:54, time: 1.854, data_time: 1.071, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8641, loss_cls: 1.3482, loss: 1.3482, grad_norm: 7.4849 2020-07-30 04:26:35,503 - mmaction - INFO - Epoch [60][600/3757] lr: 1.000e-03, eta: 3 days, 11:20:18, time: 2.145, data_time: 0.162, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8500, loss_cls: 1.4260, loss: 1.4260, grad_norm: 7.4301 2020-07-30 04:27:13,232 - mmaction - INFO - Epoch [60][620/3757] lr: 1.000e-03, eta: 3 days, 11:19:38, time: 1.894, data_time: 0.011, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8539, loss_cls: 1.4569, loss: 1.4569, grad_norm: 7.5266 2020-07-30 04:27:51,540 - mmaction - INFO - Epoch [60][640/3757] lr: 1.000e-03, eta: 3 days, 11:18:58, time: 1.908, data_time: 0.009, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8578, loss_cls: 1.4360, loss: 1.4360, grad_norm: 7.5742 2020-07-30 04:28:30,698 - mmaction - INFO - Epoch [60][660/3757] lr: 1.000e-03, eta: 3 days, 11:18:19, time: 1.967, data_time: 0.012, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8602, loss_cls: 1.4124, loss: 1.4124, grad_norm: 7.4138 2020-07-30 04:29:09,565 - mmaction - INFO - Epoch [60][680/3757] lr: 1.000e-03, eta: 3 days, 11:17:40, time: 1.935, data_time: 0.264, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8555, loss_cls: 1.4031, loss: 1.4031, grad_norm: 7.3874 2020-07-30 04:29:48,932 - mmaction - INFO - Epoch [60][700/3757] lr: 1.000e-03, eta: 3 days, 11:17:01, time: 1.976, data_time: 0.705, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8609, loss_cls: 1.4176, loss: 1.4176, grad_norm: 7.5539 2020-07-30 04:30:31,112 - mmaction - INFO - Epoch [60][720/3757] lr: 1.000e-03, eta: 3 days, 11:16:24, time: 2.103, data_time: 0.030, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8469, loss_cls: 1.4386, loss: 1.4386, grad_norm: 7.4149 2020-07-30 04:31:10,433 - mmaction - INFO - Epoch [60][740/3757] lr: 1.000e-03, eta: 3 days, 11:15:45, time: 1.969, data_time: 0.013, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8570, loss_cls: 1.4018, loss: 1.4018, grad_norm: 7.3700 2020-07-30 04:31:46,441 - mmaction - INFO - Epoch [60][760/3757] lr: 1.000e-03, eta: 3 days, 11:15:04, time: 1.802, data_time: 0.019, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8375, loss_cls: 1.4593, loss: 1.4593, grad_norm: 7.4288 2020-07-30 04:32:25,775 - mmaction - INFO - Epoch [60][780/3757] lr: 1.000e-03, eta: 3 days, 11:14:25, time: 1.961, data_time: 0.082, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8688, loss_cls: 1.3274, loss: 1.3274, grad_norm: 7.1014 2020-07-30 04:33:04,744 - mmaction - INFO - Epoch [60][800/3757] lr: 1.000e-03, eta: 3 days, 11:13:45, time: 1.952, data_time: 0.017, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8383, loss_cls: 1.4689, loss: 1.4689, grad_norm: 7.4717 2020-07-30 04:33:45,912 - mmaction - INFO - Epoch [60][820/3757] lr: 1.000e-03, eta: 3 days, 11:13:08, time: 2.054, data_time: 0.011, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8523, loss_cls: 1.3877, loss: 1.3877, grad_norm: 7.2347 2020-07-30 04:34:23,441 - mmaction - INFO - Epoch [60][840/3757] lr: 1.000e-03, eta: 3 days, 11:12:28, time: 1.878, data_time: 0.010, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8531, loss_cls: 1.4546, loss: 1.4546, grad_norm: 7.4089 2020-07-30 04:34:58,716 - mmaction - INFO - Epoch [60][860/3757] lr: 1.000e-03, eta: 3 days, 11:11:46, time: 1.766, data_time: 0.292, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8406, loss_cls: 1.4943, loss: 1.4943, grad_norm: 7.5078 2020-07-30 04:35:39,942 - mmaction - INFO - Epoch [60][880/3757] lr: 1.000e-03, eta: 3 days, 11:11:08, time: 2.059, data_time: 0.513, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8508, loss_cls: 1.4230, loss: 1.4230, grad_norm: 7.1202 2020-07-30 04:36:15,495 - mmaction - INFO - Epoch [60][900/3757] lr: 1.000e-03, eta: 3 days, 11:10:27, time: 1.783, data_time: 0.029, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8414, loss_cls: 1.4830, loss: 1.4830, grad_norm: 7.3506 2020-07-30 04:36:55,071 - mmaction - INFO - Epoch [60][920/3757] lr: 1.000e-03, eta: 3 days, 11:09:48, time: 1.973, data_time: 0.007, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8594, loss_cls: 1.4273, loss: 1.4273, grad_norm: 7.2756 2020-07-30 04:37:35,224 - mmaction - INFO - Epoch [60][940/3757] lr: 1.000e-03, eta: 3 days, 11:09:10, time: 2.013, data_time: 0.056, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8641, loss_cls: 1.3671, loss: 1.3671, grad_norm: 7.2998 2020-07-30 04:38:16,849 - mmaction - INFO - Epoch [60][960/3757] lr: 1.000e-03, eta: 3 days, 11:08:32, time: 2.075, data_time: 0.008, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8352, loss_cls: 1.4753, loss: 1.4753, grad_norm: 7.3000 2020-07-30 04:38:53,612 - mmaction - INFO - Epoch [60][980/3757] lr: 1.000e-03, eta: 3 days, 11:07:51, time: 1.845, data_time: 0.009, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8555, loss_cls: 1.3384, loss: 1.3384, grad_norm: 7.1607 2020-07-30 04:39:32,200 - mmaction - INFO - Epoch [60][1000/3757] lr: 1.000e-03, eta: 3 days, 11:07:12, time: 1.921, data_time: 0.040, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8492, loss_cls: 1.4062, loss: 1.4062, grad_norm: 7.1531 2020-07-30 04:40:08,888 - mmaction - INFO - Epoch [60][1020/3757] lr: 1.000e-03, eta: 3 days, 11:06:31, time: 1.842, data_time: 0.200, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8297, loss_cls: 1.5367, loss: 1.5367, grad_norm: 7.4539 2020-07-30 04:40:47,529 - mmaction - INFO - Epoch [60][1040/3757] lr: 1.000e-03, eta: 3 days, 11:05:52, time: 1.931, data_time: 0.023, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8609, loss_cls: 1.4019, loss: 1.4019, grad_norm: 7.4073 2020-07-30 04:41:26,925 - mmaction - INFO - Epoch [60][1060/3757] lr: 1.000e-03, eta: 3 days, 11:05:13, time: 1.971, data_time: 0.020, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8547, loss_cls: 1.3624, loss: 1.3624, grad_norm: 7.0793 2020-07-30 04:42:04,870 - mmaction - INFO - Epoch [60][1080/3757] lr: 1.000e-03, eta: 3 days, 11:04:33, time: 1.891, data_time: 0.008, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8516, loss_cls: 1.4153, loss: 1.4153, grad_norm: 7.0362 2020-07-30 04:42:43,716 - mmaction - INFO - Epoch [60][1100/3757] lr: 1.000e-03, eta: 3 days, 11:03:54, time: 1.948, data_time: 0.813, memory: 5170, top1_acc: 0.6289, top5_acc: 0.8516, loss_cls: 1.4525, loss: 1.4525, grad_norm: 7.3633 2020-07-30 04:43:24,503 - mmaction - INFO - Epoch [60][1120/3757] lr: 1.000e-03, eta: 3 days, 11:03:16, time: 2.034, data_time: 1.138, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8484, loss_cls: 1.4098, loss: 1.4098, grad_norm: 7.1607 2020-07-30 04:44:04,134 - mmaction - INFO - Epoch [60][1140/3757] lr: 1.000e-03, eta: 3 days, 11:02:37, time: 1.985, data_time: 1.421, memory: 5170, top1_acc: 0.6094, top5_acc: 0.8383, loss_cls: 1.5483, loss: 1.5483, grad_norm: 7.7055 2020-07-30 04:44:43,602 - mmaction - INFO - Epoch [60][1160/3757] lr: 1.000e-03, eta: 3 days, 11:01:58, time: 1.977, data_time: 1.247, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8539, loss_cls: 1.3864, loss: 1.3864, grad_norm: 7.0483 2020-07-30 04:45:20,979 - mmaction - INFO - Epoch [60][1180/3757] lr: 1.000e-03, eta: 3 days, 11:01:18, time: 1.865, data_time: 0.366, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8453, loss_cls: 1.4394, loss: 1.4394, grad_norm: 7.5050 2020-07-30 04:45:56,835 - mmaction - INFO - Epoch [60][1200/3757] lr: 1.000e-03, eta: 3 days, 11:00:37, time: 1.797, data_time: 0.856, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8594, loss_cls: 1.4111, loss: 1.4111, grad_norm: 7.1469 2020-07-30 04:46:41,034 - mmaction - INFO - Epoch [60][1220/3757] lr: 1.000e-03, eta: 3 days, 11:00:01, time: 2.209, data_time: 0.322, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8516, loss_cls: 1.4510, loss: 1.4510, grad_norm: 7.4237 2020-07-30 04:47:22,260 - mmaction - INFO - Epoch [60][1240/3757] lr: 1.000e-03, eta: 3 days, 10:59:23, time: 2.060, data_time: 0.004, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8250, loss_cls: 1.5281, loss: 1.5281, grad_norm: 7.5188 2020-07-30 04:47:59,507 - mmaction - INFO - Epoch [60][1260/3757] lr: 1.000e-03, eta: 3 days, 10:58:43, time: 1.863, data_time: 0.024, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8492, loss_cls: 1.3708, loss: 1.3708, grad_norm: 7.2068 2020-07-30 04:48:39,613 - mmaction - INFO - Epoch [60][1280/3757] lr: 1.000e-03, eta: 3 days, 10:58:04, time: 2.005, data_time: 0.012, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8391, loss_cls: 1.4358, loss: 1.4358, grad_norm: 7.3526 2020-07-30 04:49:16,305 - mmaction - INFO - Epoch [60][1300/3757] lr: 1.000e-03, eta: 3 days, 10:57:24, time: 1.835, data_time: 0.109, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8516, loss_cls: 1.3709, loss: 1.3709, grad_norm: 7.2324 2020-07-30 04:49:53,683 - mmaction - INFO - Epoch [60][1320/3757] lr: 1.000e-03, eta: 3 days, 10:56:43, time: 1.870, data_time: 1.007, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8586, loss_cls: 1.3249, loss: 1.3249, grad_norm: 7.0435 2020-07-30 04:50:33,304 - mmaction - INFO - Epoch [60][1340/3757] lr: 1.000e-03, eta: 3 days, 10:56:05, time: 1.977, data_time: 1.072, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8609, loss_cls: 1.3485, loss: 1.3485, grad_norm: 7.3776 2020-07-30 04:51:11,841 - mmaction - INFO - Epoch [60][1360/3757] lr: 1.000e-03, eta: 3 days, 10:55:25, time: 1.930, data_time: 1.040, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8648, loss_cls: 1.3272, loss: 1.3272, grad_norm: 7.3274 2020-07-30 04:51:49,834 - mmaction - INFO - Epoch [60][1380/3757] lr: 1.000e-03, eta: 3 days, 10:54:45, time: 1.894, data_time: 0.467, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8453, loss_cls: 1.4296, loss: 1.4296, grad_norm: 7.1177 2020-07-30 04:52:34,047 - mmaction - INFO - Epoch [60][1400/3757] lr: 1.000e-03, eta: 3 days, 10:54:10, time: 2.213, data_time: 0.217, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8578, loss_cls: 1.3653, loss: 1.3653, grad_norm: 7.2356 2020-07-30 04:53:08,886 - mmaction - INFO - Epoch [60][1420/3757] lr: 1.000e-03, eta: 3 days, 10:53:28, time: 1.746, data_time: 0.010, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8602, loss_cls: 1.3292, loss: 1.3292, grad_norm: 6.9106 2020-07-30 04:53:48,048 - mmaction - INFO - Epoch [60][1440/3757] lr: 1.000e-03, eta: 3 days, 10:52:49, time: 1.958, data_time: 0.147, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8547, loss_cls: 1.4691, loss: 1.4691, grad_norm: 7.6776 2020-07-30 04:54:31,092 - mmaction - INFO - Epoch [60][1460/3757] lr: 1.000e-03, eta: 3 days, 10:52:12, time: 2.145, data_time: 1.319, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8430, loss_cls: 1.4186, loss: 1.4186, grad_norm: 7.3380 2020-07-30 04:55:09,695 - mmaction - INFO - Epoch [60][1480/3757] lr: 1.000e-03, eta: 3 days, 10:51:33, time: 1.937, data_time: 1.352, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8516, loss_cls: 1.4226, loss: 1.4226, grad_norm: 7.1878 2020-07-30 04:55:45,161 - mmaction - INFO - Epoch [60][1500/3757] lr: 1.000e-03, eta: 3 days, 10:50:51, time: 1.773, data_time: 1.153, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.4398, loss: 1.4398, grad_norm: 7.4579 2020-07-30 04:56:21,742 - mmaction - INFO - Epoch [60][1520/3757] lr: 1.000e-03, eta: 3 days, 10:50:10, time: 1.821, data_time: 0.501, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8484, loss_cls: 1.4284, loss: 1.4284, grad_norm: 7.5543 2020-07-30 04:57:01,581 - mmaction - INFO - Epoch [60][1540/3757] lr: 1.000e-03, eta: 3 days, 10:49:32, time: 2.000, data_time: 0.045, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8594, loss_cls: 1.3470, loss: 1.3470, grad_norm: 7.3583 2020-07-30 04:57:41,816 - mmaction - INFO - Epoch [60][1560/3757] lr: 1.000e-03, eta: 3 days, 10:48:53, time: 2.011, data_time: 0.008, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8508, loss_cls: 1.4897, loss: 1.4897, grad_norm: 7.5011 2020-07-30 04:58:19,485 - mmaction - INFO - Epoch [60][1580/3757] lr: 1.000e-03, eta: 3 days, 10:48:13, time: 1.884, data_time: 0.004, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8414, loss_cls: 1.4558, loss: 1.4558, grad_norm: 7.3162 2020-07-30 04:58:59,790 - mmaction - INFO - Epoch [60][1600/3757] lr: 1.000e-03, eta: 3 days, 10:47:35, time: 2.015, data_time: 0.013, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8492, loss_cls: 1.3840, loss: 1.3840, grad_norm: 7.3118 2020-07-30 04:59:42,272 - mmaction - INFO - Epoch [60][1620/3757] lr: 1.000e-03, eta: 3 days, 10:46:58, time: 2.122, data_time: 0.002, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8422, loss_cls: 1.5333, loss: 1.5333, grad_norm: 7.5148 2020-07-30 05:00:17,020 - mmaction - INFO - Epoch [60][1640/3757] lr: 1.000e-03, eta: 3 days, 10:46:16, time: 1.727, data_time: 0.009, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8672, loss_cls: 1.3270, loss: 1.3270, grad_norm: 7.0788 2020-07-30 05:00:55,923 - mmaction - INFO - Epoch [60][1660/3757] lr: 1.000e-03, eta: 3 days, 10:45:37, time: 1.958, data_time: 0.370, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8594, loss_cls: 1.3754, loss: 1.3754, grad_norm: 7.4130 2020-07-30 05:01:37,526 - mmaction - INFO - Epoch [60][1680/3757] lr: 1.000e-03, eta: 3 days, 10:44:59, time: 2.075, data_time: 0.444, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8617, loss_cls: 1.3554, loss: 1.3554, grad_norm: 7.4435 2020-07-30 05:02:20,229 - mmaction - INFO - Epoch [60][1700/3757] lr: 1.000e-03, eta: 3 days, 10:44:23, time: 2.137, data_time: 0.066, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8344, loss_cls: 1.4849, loss: 1.4849, grad_norm: 7.4645 2020-07-30 05:02:55,866 - mmaction - INFO - Epoch [60][1720/3757] lr: 1.000e-03, eta: 3 days, 10:43:41, time: 1.780, data_time: 0.011, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8438, loss_cls: 1.4964, loss: 1.4964, grad_norm: 7.5930 2020-07-30 05:03:35,408 - mmaction - INFO - Epoch [60][1740/3757] lr: 1.000e-03, eta: 3 days, 10:43:02, time: 1.978, data_time: 0.050, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8383, loss_cls: 1.4713, loss: 1.4713, grad_norm: 7.4803 2020-07-30 05:04:15,586 - mmaction - INFO - Epoch [60][1760/3757] lr: 1.000e-03, eta: 3 days, 10:42:24, time: 2.004, data_time: 0.011, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8414, loss_cls: 1.4534, loss: 1.4534, grad_norm: 7.6465 2020-07-30 05:04:57,374 - mmaction - INFO - Epoch [60][1780/3757] lr: 1.000e-03, eta: 3 days, 10:41:47, time: 2.097, data_time: 0.012, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8359, loss_cls: 1.4628, loss: 1.4628, grad_norm: 7.1853 2020-07-30 05:05:36,617 - mmaction - INFO - Epoch [60][1800/3757] lr: 1.000e-03, eta: 3 days, 10:41:08, time: 1.962, data_time: 0.009, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8422, loss_cls: 1.4199, loss: 1.4199, grad_norm: 7.0415 2020-07-30 05:06:14,852 - mmaction - INFO - Epoch [60][1820/3757] lr: 1.000e-03, eta: 3 days, 10:40:28, time: 1.912, data_time: 0.033, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8258, loss_cls: 1.5031, loss: 1.5031, grad_norm: 7.2614 2020-07-30 05:06:57,050 - mmaction - INFO - Epoch [60][1840/3757] lr: 1.000e-03, eta: 3 days, 10:39:51, time: 2.107, data_time: 0.013, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8523, loss_cls: 1.3829, loss: 1.3829, grad_norm: 7.2846 2020-07-30 05:07:35,693 - mmaction - INFO - Epoch [60][1860/3757] lr: 1.000e-03, eta: 3 days, 10:39:12, time: 1.935, data_time: 0.005, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8539, loss_cls: 1.3831, loss: 1.3831, grad_norm: 7.4189 2020-07-30 05:08:11,201 - mmaction - INFO - Epoch [60][1880/3757] lr: 1.000e-03, eta: 3 days, 10:38:30, time: 1.775, data_time: 0.009, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8438, loss_cls: 1.4405, loss: 1.4405, grad_norm: 7.3306 2020-07-30 05:08:50,300 - mmaction - INFO - Epoch [60][1900/3757] lr: 1.000e-03, eta: 3 days, 10:37:51, time: 1.956, data_time: 0.053, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8469, loss_cls: 1.4723, loss: 1.4723, grad_norm: 7.3831 2020-07-30 05:09:26,947 - mmaction - INFO - Epoch [60][1920/3757] lr: 1.000e-03, eta: 3 days, 10:37:10, time: 1.825, data_time: 0.028, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8391, loss_cls: 1.4559, loss: 1.4559, grad_norm: 7.3500 2020-07-30 05:10:07,137 - mmaction - INFO - Epoch [60][1940/3757] lr: 1.000e-03, eta: 3 days, 10:36:32, time: 2.015, data_time: 0.010, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8656, loss_cls: 1.3340, loss: 1.3340, grad_norm: 7.1855 2020-07-30 05:10:44,439 - mmaction - INFO - Epoch [60][1960/3757] lr: 1.000e-03, eta: 3 days, 10:35:52, time: 1.867, data_time: 0.004, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8633, loss_cls: 1.3628, loss: 1.3628, grad_norm: 7.1248 2020-07-30 05:11:24,525 - mmaction - INFO - Epoch [60][1980/3757] lr: 1.000e-03, eta: 3 days, 10:35:13, time: 1.999, data_time: 0.008, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8688, loss_cls: 1.3246, loss: 1.3246, grad_norm: 7.2157 2020-07-30 05:12:02,557 - mmaction - INFO - Epoch [60][2000/3757] lr: 1.000e-03, eta: 3 days, 10:34:33, time: 1.904, data_time: 0.110, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8500, loss_cls: 1.4446, loss: 1.4446, grad_norm: 7.4830 2020-07-30 05:12:41,837 - mmaction - INFO - Epoch [60][2020/3757] lr: 1.000e-03, eta: 3 days, 10:33:54, time: 1.963, data_time: 0.179, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8602, loss_cls: 1.3646, loss: 1.3646, grad_norm: 7.3620 2020-07-30 05:13:18,195 - mmaction - INFO - Epoch [60][2040/3757] lr: 1.000e-03, eta: 3 days, 10:33:13, time: 1.815, data_time: 1.065, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8359, loss_cls: 1.4612, loss: 1.4612, grad_norm: 7.2350 2020-07-30 05:13:55,632 - mmaction - INFO - Epoch [60][2060/3757] lr: 1.000e-03, eta: 3 days, 10:32:33, time: 1.878, data_time: 1.289, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8602, loss_cls: 1.4180, loss: 1.4180, grad_norm: 7.3203 2020-07-30 05:14:35,948 - mmaction - INFO - Epoch [60][2080/3757] lr: 1.000e-03, eta: 3 days, 10:31:55, time: 2.009, data_time: 1.412, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8477, loss_cls: 1.4527, loss: 1.4527, grad_norm: 7.4281 2020-07-30 05:15:16,784 - mmaction - INFO - Epoch [60][2100/3757] lr: 1.000e-03, eta: 3 days, 10:31:17, time: 2.046, data_time: 1.201, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8766, loss_cls: 1.3541, loss: 1.3541, grad_norm: 7.3021 2020-07-30 05:15:55,521 - mmaction - INFO - Epoch [60][2120/3757] lr: 1.000e-03, eta: 3 days, 10:30:38, time: 1.941, data_time: 1.311, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8430, loss_cls: 1.4623, loss: 1.4623, grad_norm: 7.3525 2020-07-30 05:16:37,658 - mmaction - INFO - Epoch [60][2140/3757] lr: 1.000e-03, eta: 3 days, 10:30:00, time: 2.101, data_time: 1.476, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8570, loss_cls: 1.3677, loss: 1.3677, grad_norm: 7.4071 2020-07-30 05:17:16,502 - mmaction - INFO - Epoch [60][2160/3757] lr: 1.000e-03, eta: 3 days, 10:29:21, time: 1.946, data_time: 1.146, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8445, loss_cls: 1.4286, loss: 1.4286, grad_norm: 7.2509 2020-07-30 05:17:57,796 - mmaction - INFO - Epoch [60][2180/3757] lr: 1.000e-03, eta: 3 days, 10:28:44, time: 2.061, data_time: 0.428, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8367, loss_cls: 1.4848, loss: 1.4848, grad_norm: 7.4611 2020-07-30 05:18:34,193 - mmaction - INFO - Epoch [60][2200/3757] lr: 1.000e-03, eta: 3 days, 10:28:03, time: 1.825, data_time: 0.328, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8617, loss_cls: 1.3488, loss: 1.3488, grad_norm: 7.1889 2020-07-30 05:19:15,669 - mmaction - INFO - Epoch [60][2220/3757] lr: 1.000e-03, eta: 3 days, 10:27:25, time: 2.073, data_time: 0.201, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4385, loss: 1.4385, grad_norm: 7.4908 2020-07-30 05:19:54,120 - mmaction - INFO - Epoch [60][2240/3757] lr: 1.000e-03, eta: 3 days, 10:26:46, time: 1.918, data_time: 0.004, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8492, loss_cls: 1.3973, loss: 1.3973, grad_norm: 7.5693 2020-07-30 05:20:35,176 - mmaction - INFO - Epoch [60][2260/3757] lr: 1.000e-03, eta: 3 days, 10:26:08, time: 2.057, data_time: 0.009, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8391, loss_cls: 1.4760, loss: 1.4760, grad_norm: 7.6780 2020-07-30 05:21:14,661 - mmaction - INFO - Epoch [60][2280/3757] lr: 1.000e-03, eta: 3 days, 10:25:29, time: 1.973, data_time: 0.030, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8469, loss_cls: 1.4349, loss: 1.4349, grad_norm: 7.3535 2020-07-30 05:21:50,896 - mmaction - INFO - Epoch [60][2300/3757] lr: 1.000e-03, eta: 3 days, 10:24:48, time: 1.812, data_time: 0.007, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8539, loss_cls: 1.3662, loss: 1.3662, grad_norm: 7.2313 2020-07-30 05:22:29,032 - mmaction - INFO - Epoch [60][2320/3757] lr: 1.000e-03, eta: 3 days, 10:24:08, time: 1.909, data_time: 0.007, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8477, loss_cls: 1.4692, loss: 1.4692, grad_norm: 7.4246 2020-07-30 05:23:08,715 - mmaction - INFO - Epoch [60][2340/3757] lr: 1.000e-03, eta: 3 days, 10:23:29, time: 1.984, data_time: 0.018, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8445, loss_cls: 1.4882, loss: 1.4882, grad_norm: 7.6220 2020-07-30 05:23:49,531 - mmaction - INFO - Epoch [60][2360/3757] lr: 1.000e-03, eta: 3 days, 10:22:51, time: 2.041, data_time: 0.006, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8438, loss_cls: 1.5073, loss: 1.5073, grad_norm: 7.4735 2020-07-30 05:24:28,349 - mmaction - INFO - Epoch [60][2380/3757] lr: 1.000e-03, eta: 3 days, 10:22:12, time: 1.939, data_time: 0.003, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8562, loss_cls: 1.3833, loss: 1.3833, grad_norm: 7.3512 2020-07-30 05:25:09,409 - mmaction - INFO - Epoch [60][2400/3757] lr: 1.000e-03, eta: 3 days, 10:21:34, time: 2.055, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8625, loss_cls: 1.3574, loss: 1.3574, grad_norm: 7.3589 2020-07-30 05:25:48,626 - mmaction - INFO - Epoch [60][2420/3757] lr: 1.000e-03, eta: 3 days, 10:20:55, time: 1.959, data_time: 0.011, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8500, loss_cls: 1.3729, loss: 1.3729, grad_norm: 7.2912 2020-07-30 05:26:27,140 - mmaction - INFO - Epoch [60][2440/3757] lr: 1.000e-03, eta: 3 days, 10:20:16, time: 1.924, data_time: 0.008, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8508, loss_cls: 1.3893, loss: 1.3893, grad_norm: 7.1170 2020-07-30 05:27:06,209 - mmaction - INFO - Epoch [60][2460/3757] lr: 1.000e-03, eta: 3 days, 10:19:37, time: 1.957, data_time: 0.007, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8352, loss_cls: 1.4921, loss: 1.4921, grad_norm: 7.6954 2020-07-30 05:27:45,262 - mmaction - INFO - Epoch [60][2480/3757] lr: 1.000e-03, eta: 3 days, 10:18:58, time: 1.952, data_time: 0.028, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8359, loss_cls: 1.5145, loss: 1.5145, grad_norm: 7.5125 2020-07-30 05:28:24,395 - mmaction - INFO - Epoch [60][2500/3757] lr: 1.000e-03, eta: 3 days, 10:18:18, time: 1.953, data_time: 0.002, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8398, loss_cls: 1.4482, loss: 1.4482, grad_norm: 7.3734 2020-07-30 05:29:02,249 - mmaction - INFO - Epoch [60][2520/3757] lr: 1.000e-03, eta: 3 days, 10:17:39, time: 1.896, data_time: 0.106, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8719, loss_cls: 1.3622, loss: 1.3622, grad_norm: 7.3715 2020-07-30 05:29:41,904 - mmaction - INFO - Epoch [60][2540/3757] lr: 1.000e-03, eta: 3 days, 10:17:00, time: 1.980, data_time: 0.151, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8594, loss_cls: 1.3673, loss: 1.3673, grad_norm: 7.3418 2020-07-30 05:30:20,430 - mmaction - INFO - Epoch [60][2560/3757] lr: 1.000e-03, eta: 3 days, 10:16:20, time: 1.924, data_time: 0.006, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8438, loss_cls: 1.4446, loss: 1.4446, grad_norm: 7.4723 2020-07-30 05:31:03,858 - mmaction - INFO - Epoch [60][2580/3757] lr: 1.000e-03, eta: 3 days, 10:15:44, time: 2.176, data_time: 0.008, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8648, loss_cls: 1.3637, loss: 1.3637, grad_norm: 7.2757 2020-07-30 05:31:44,829 - mmaction - INFO - Epoch [60][2600/3757] lr: 1.000e-03, eta: 3 days, 10:15:06, time: 2.050, data_time: 0.007, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8523, loss_cls: 1.4032, loss: 1.4032, grad_norm: 7.2812 2020-07-30 05:32:20,546 - mmaction - INFO - Epoch [60][2620/3757] lr: 1.000e-03, eta: 3 days, 10:14:25, time: 1.785, data_time: 0.002, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8492, loss_cls: 1.4107, loss: 1.4107, grad_norm: 7.5772 2020-07-30 05:32:59,501 - mmaction - INFO - Epoch [60][2640/3757] lr: 1.000e-03, eta: 3 days, 10:13:46, time: 1.946, data_time: 0.007, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8641, loss_cls: 1.3838, loss: 1.3838, grad_norm: 7.2252 2020-07-30 05:33:40,748 - mmaction - INFO - Epoch [60][2660/3757] lr: 1.000e-03, eta: 3 days, 10:13:08, time: 2.064, data_time: 0.004, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8484, loss_cls: 1.4436, loss: 1.4436, grad_norm: 7.4514 2020-07-30 05:34:19,530 - mmaction - INFO - Epoch [60][2680/3757] lr: 1.000e-03, eta: 3 days, 10:12:29, time: 1.934, data_time: 0.360, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8586, loss_cls: 1.3888, loss: 1.3888, grad_norm: 7.3560 2020-07-30 05:34:57,018 - mmaction - INFO - Epoch [60][2700/3757] lr: 1.000e-03, eta: 3 days, 10:11:48, time: 1.877, data_time: 1.136, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8492, loss_cls: 1.4337, loss: 1.4337, grad_norm: 7.4878 2020-07-30 05:35:37,635 - mmaction - INFO - Epoch [60][2720/3757] lr: 1.000e-03, eta: 3 days, 10:11:10, time: 2.034, data_time: 1.412, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8594, loss_cls: 1.3778, loss: 1.3778, grad_norm: 7.3543 2020-07-30 05:36:15,983 - mmaction - INFO - Epoch [60][2740/3757] lr: 1.000e-03, eta: 3 days, 10:10:31, time: 1.915, data_time: 1.343, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8477, loss_cls: 1.4111, loss: 1.4111, grad_norm: 7.2096 2020-07-30 05:36:55,686 - mmaction - INFO - Epoch [60][2760/3757] lr: 1.000e-03, eta: 3 days, 10:09:52, time: 1.984, data_time: 1.392, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8516, loss_cls: 1.4335, loss: 1.4335, grad_norm: 7.4499 2020-07-30 05:37:33,724 - mmaction - INFO - Epoch [60][2780/3757] lr: 1.000e-03, eta: 3 days, 10:09:12, time: 1.904, data_time: 0.527, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8414, loss_cls: 1.4562, loss: 1.4562, grad_norm: 7.5996 2020-07-30 05:38:13,945 - mmaction - INFO - Epoch [60][2800/3757] lr: 1.000e-03, eta: 3 days, 10:08:34, time: 2.009, data_time: 0.520, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8602, loss_cls: 1.3780, loss: 1.3780, grad_norm: 7.3946 2020-07-30 05:38:54,990 - mmaction - INFO - Epoch [60][2820/3757] lr: 1.000e-03, eta: 3 days, 10:07:56, time: 2.048, data_time: 0.169, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8492, loss_cls: 1.4201, loss: 1.4201, grad_norm: 7.2919 2020-07-30 05:39:30,393 - mmaction - INFO - Epoch [60][2840/3757] lr: 1.000e-03, eta: 3 days, 10:07:14, time: 1.772, data_time: 0.046, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8289, loss_cls: 1.4719, loss: 1.4719, grad_norm: 7.3865 2020-07-30 05:40:14,110 - mmaction - INFO - Epoch [60][2860/3757] lr: 1.000e-03, eta: 3 days, 10:06:38, time: 2.188, data_time: 0.373, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8398, loss_cls: 1.4703, loss: 1.4703, grad_norm: 7.4991 2020-07-30 05:40:54,558 - mmaction - INFO - Epoch [60][2880/3757] lr: 1.000e-03, eta: 3 days, 10:06:00, time: 2.020, data_time: 0.042, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8570, loss_cls: 1.3638, loss: 1.3638, grad_norm: 7.4024 2020-07-30 05:41:31,707 - mmaction - INFO - Epoch [60][2900/3757] lr: 1.000e-03, eta: 3 days, 10:05:20, time: 1.857, data_time: 0.046, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8484, loss_cls: 1.4523, loss: 1.4523, grad_norm: 7.5322 2020-07-30 05:42:11,120 - mmaction - INFO - Epoch [60][2920/3757] lr: 1.000e-03, eta: 3 days, 10:04:41, time: 1.969, data_time: 0.240, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8320, loss_cls: 1.4617, loss: 1.4617, grad_norm: 7.3987 2020-07-30 05:42:49,768 - mmaction - INFO - Epoch [60][2940/3757] lr: 1.000e-03, eta: 3 days, 10:04:02, time: 1.938, data_time: 0.109, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8461, loss_cls: 1.4520, loss: 1.4520, grad_norm: 7.4340 2020-07-30 05:43:28,855 - mmaction - INFO - Epoch [60][2960/3757] lr: 1.000e-03, eta: 3 days, 10:03:22, time: 1.955, data_time: 0.008, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8555, loss_cls: 1.3775, loss: 1.3775, grad_norm: 7.4251 2020-07-30 05:44:09,540 - mmaction - INFO - Epoch [60][2980/3757] lr: 1.000e-03, eta: 3 days, 10:02:44, time: 2.034, data_time: 0.002, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8375, loss_cls: 1.4615, loss: 1.4615, grad_norm: 7.5098 2020-07-30 05:44:51,197 - mmaction - INFO - Epoch [60][3000/3757] lr: 1.000e-03, eta: 3 days, 10:02:07, time: 2.082, data_time: 0.002, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8508, loss_cls: 1.4086, loss: 1.4086, grad_norm: 7.4585 2020-07-30 05:45:28,386 - mmaction - INFO - Epoch [60][3020/3757] lr: 1.000e-03, eta: 3 days, 10:01:27, time: 1.855, data_time: 0.007, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8586, loss_cls: 1.4287, loss: 1.4287, grad_norm: 7.4299 2020-07-30 05:46:06,834 - mmaction - INFO - Epoch [60][3040/3757] lr: 1.000e-03, eta: 3 days, 10:00:47, time: 1.928, data_time: 0.016, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8672, loss_cls: 1.4363, loss: 1.4363, grad_norm: 7.4876 2020-07-30 05:46:48,325 - mmaction - INFO - Epoch [60][3060/3757] lr: 1.000e-03, eta: 3 days, 10:00:10, time: 2.072, data_time: 0.008, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8703, loss_cls: 1.3967, loss: 1.3967, grad_norm: 7.3498 2020-07-30 05:47:25,190 - mmaction - INFO - Epoch [60][3080/3757] lr: 1.000e-03, eta: 3 days, 9:59:29, time: 1.844, data_time: 0.008, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8578, loss_cls: 1.3810, loss: 1.3810, grad_norm: 7.3369 2020-07-30 05:48:05,102 - mmaction - INFO - Epoch [60][3100/3757] lr: 1.000e-03, eta: 3 days, 9:58:50, time: 1.993, data_time: 0.009, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8469, loss_cls: 1.4518, loss: 1.4518, grad_norm: 7.4416 2020-07-30 05:48:43,317 - mmaction - INFO - Epoch [60][3120/3757] lr: 1.000e-03, eta: 3 days, 9:58:11, time: 1.914, data_time: 0.010, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8586, loss_cls: 1.4239, loss: 1.4239, grad_norm: 7.3374 2020-07-30 05:49:21,462 - mmaction - INFO - Epoch [60][3140/3757] lr: 1.000e-03, eta: 3 days, 9:57:31, time: 1.900, data_time: 0.053, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8445, loss_cls: 1.4423, loss: 1.4423, grad_norm: 7.4096 2020-07-30 05:50:00,264 - mmaction - INFO - Epoch [60][3160/3757] lr: 1.000e-03, eta: 3 days, 9:56:52, time: 1.946, data_time: 0.253, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8453, loss_cls: 1.4469, loss: 1.4469, grad_norm: 7.3974 2020-07-30 05:50:37,599 - mmaction - INFO - Epoch [60][3180/3757] lr: 1.000e-03, eta: 3 days, 9:56:11, time: 1.864, data_time: 0.305, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8344, loss_cls: 1.4943, loss: 1.4943, grad_norm: 7.7201 2020-07-30 05:51:15,603 - mmaction - INFO - Epoch [60][3200/3757] lr: 1.000e-03, eta: 3 days, 9:55:31, time: 1.906, data_time: 0.654, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8789, loss_cls: 1.2375, loss: 1.2375, grad_norm: 6.9929 2020-07-30 05:51:57,184 - mmaction - INFO - Epoch [60][3220/3757] lr: 1.000e-03, eta: 3 days, 9:54:54, time: 2.075, data_time: 0.361, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8469, loss_cls: 1.4322, loss: 1.4322, grad_norm: 7.4846 2020-07-30 05:52:36,363 - mmaction - INFO - Epoch [60][3240/3757] lr: 1.000e-03, eta: 3 days, 9:54:15, time: 1.963, data_time: 0.008, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8359, loss_cls: 1.4821, loss: 1.4821, grad_norm: 7.4688 2020-07-30 05:53:15,401 - mmaction - INFO - Epoch [60][3260/3757] lr: 1.000e-03, eta: 3 days, 9:53:36, time: 1.950, data_time: 0.129, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8562, loss_cls: 1.4565, loss: 1.4565, grad_norm: 7.5278 2020-07-30 05:53:53,051 - mmaction - INFO - Epoch [60][3280/3757] lr: 1.000e-03, eta: 3 days, 9:52:56, time: 1.883, data_time: 0.080, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8594, loss_cls: 1.3720, loss: 1.3720, grad_norm: 7.3285 2020-07-30 05:54:33,239 - mmaction - INFO - Epoch [60][3300/3757] lr: 1.000e-03, eta: 3 days, 9:52:17, time: 2.003, data_time: 0.256, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8383, loss_cls: 1.4677, loss: 1.4677, grad_norm: 7.6114 2020-07-30 05:55:14,561 - mmaction - INFO - Epoch [60][3320/3757] lr: 1.000e-03, eta: 3 days, 9:51:40, time: 2.072, data_time: 0.206, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8547, loss_cls: 1.4221, loss: 1.4221, grad_norm: 7.6387 2020-07-30 05:55:54,188 - mmaction - INFO - Epoch [60][3340/3757] lr: 1.000e-03, eta: 3 days, 9:51:01, time: 1.980, data_time: 0.054, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8508, loss_cls: 1.4126, loss: 1.4126, grad_norm: 7.3881 2020-07-30 05:56:27,587 - mmaction - INFO - Epoch [60][3360/3757] lr: 1.000e-03, eta: 3 days, 9:50:18, time: 1.668, data_time: 0.032, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8359, loss_cls: 1.4649, loss: 1.4649, grad_norm: 7.1671 2020-07-30 05:57:05,984 - mmaction - INFO - Epoch [60][3380/3757] lr: 1.000e-03, eta: 3 days, 9:49:38, time: 1.923, data_time: 0.011, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8453, loss_cls: 1.4451, loss: 1.4451, grad_norm: 7.6801 2020-07-30 05:57:48,905 - mmaction - INFO - Epoch [60][3400/3757] lr: 1.000e-03, eta: 3 days, 9:49:02, time: 2.147, data_time: 0.603, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8609, loss_cls: 1.3664, loss: 1.3664, grad_norm: 7.3318 2020-07-30 05:58:27,527 - mmaction - INFO - Epoch [60][3420/3757] lr: 1.000e-03, eta: 3 days, 9:48:22, time: 1.931, data_time: 0.324, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8609, loss_cls: 1.3228, loss: 1.3228, grad_norm: 7.1035 2020-07-30 05:59:07,842 - mmaction - INFO - Epoch [60][3440/3757] lr: 1.000e-03, eta: 3 days, 9:47:44, time: 2.016, data_time: 0.009, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8438, loss_cls: 1.4670, loss: 1.4670, grad_norm: 7.2452 2020-07-30 05:59:45,395 - mmaction - INFO - Epoch [60][3460/3757] lr: 1.000e-03, eta: 3 days, 9:47:04, time: 1.876, data_time: 0.020, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8555, loss_cls: 1.3724, loss: 1.3724, grad_norm: 7.3026 2020-07-30 06:00:19,886 - mmaction - INFO - Epoch [60][3480/3757] lr: 1.000e-03, eta: 3 days, 9:46:22, time: 1.712, data_time: 0.010, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8484, loss_cls: 1.4889, loss: 1.4889, grad_norm: 7.7390 2020-07-30 06:01:01,719 - mmaction - INFO - Epoch [60][3500/3757] lr: 1.000e-03, eta: 3 days, 9:45:45, time: 2.104, data_time: 0.065, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8344, loss_cls: 1.5079, loss: 1.5079, grad_norm: 7.5808 2020-07-30 06:01:40,015 - mmaction - INFO - Epoch [60][3520/3757] lr: 1.000e-03, eta: 3 days, 9:45:05, time: 1.911, data_time: 0.048, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8539, loss_cls: 1.4361, loss: 1.4361, grad_norm: 7.4605 2020-07-30 06:02:18,547 - mmaction - INFO - Epoch [60][3540/3757] lr: 1.000e-03, eta: 3 days, 9:44:25, time: 1.924, data_time: 0.026, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8648, loss_cls: 1.3561, loss: 1.3561, grad_norm: 7.2149 2020-07-30 06:02:59,461 - mmaction - INFO - Epoch [60][3560/3757] lr: 1.000e-03, eta: 3 days, 9:43:48, time: 2.054, data_time: 0.012, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8453, loss_cls: 1.4714, loss: 1.4714, grad_norm: 7.5446 2020-07-30 06:03:37,657 - mmaction - INFO - Epoch [60][3580/3757] lr: 1.000e-03, eta: 3 days, 9:43:08, time: 1.909, data_time: 0.003, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8367, loss_cls: 1.4432, loss: 1.4432, grad_norm: 7.1870 2020-07-30 06:04:18,137 - mmaction - INFO - Epoch [60][3600/3757] lr: 1.000e-03, eta: 3 days, 9:42:30, time: 2.017, data_time: 0.009, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8562, loss_cls: 1.3920, loss: 1.3920, grad_norm: 7.1999 2020-07-30 06:04:54,434 - mmaction - INFO - Epoch [60][3620/3757] lr: 1.000e-03, eta: 3 days, 9:41:49, time: 1.822, data_time: 0.011, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8492, loss_cls: 1.4389, loss: 1.4389, grad_norm: 7.3105 2020-07-30 06:05:35,212 - mmaction - INFO - Epoch [60][3640/3757] lr: 1.000e-03, eta: 3 days, 9:41:11, time: 2.034, data_time: 0.008, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8500, loss_cls: 1.4167, loss: 1.4167, grad_norm: 7.4579 2020-07-30 06:06:15,027 - mmaction - INFO - Epoch [60][3660/3757] lr: 1.000e-03, eta: 3 days, 9:40:32, time: 1.991, data_time: 0.010, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8609, loss_cls: 1.3189, loss: 1.3189, grad_norm: 7.2593 2020-07-30 06:06:55,384 - mmaction - INFO - Epoch [60][3680/3757] lr: 1.000e-03, eta: 3 days, 9:39:54, time: 2.015, data_time: 0.014, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8422, loss_cls: 1.5046, loss: 1.5046, grad_norm: 7.4102 2020-07-30 06:07:34,433 - mmaction - INFO - Epoch [60][3700/3757] lr: 1.000e-03, eta: 3 days, 9:39:15, time: 1.958, data_time: 0.025, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8594, loss_cls: 1.4067, loss: 1.4067, grad_norm: 7.2938 2020-07-30 06:08:13,222 - mmaction - INFO - Epoch [60][3720/3757] lr: 1.000e-03, eta: 3 days, 9:38:35, time: 1.936, data_time: 0.010, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8320, loss_cls: 1.4847, loss: 1.4847, grad_norm: 7.5091 2020-07-30 06:08:52,888 - mmaction - INFO - Epoch [60][3740/3757] lr: 1.000e-03, eta: 3 days, 9:37:57, time: 1.990, data_time: 0.132, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8352, loss_cls: 1.5182, loss: 1.5182, grad_norm: 7.8304 2020-07-30 06:09:18,432 - mmaction - INFO - Saving checkpoint at 60 epochs 2020-07-30 06:10:19,648 - mmaction - INFO - Epoch [61][20/3757] lr: 1.000e-03, eta: 3 days, 9:36:35, time: 2.952, data_time: 1.310, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8430, loss_cls: 1.4552, loss: 1.4552, grad_norm: 7.4957 2020-07-30 06:10:56,620 - mmaction - INFO - Epoch [61][40/3757] lr: 1.000e-03, eta: 3 days, 9:35:55, time: 1.846, data_time: 0.242, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8547, loss_cls: 1.3965, loss: 1.3965, grad_norm: 7.3501 2020-07-30 06:11:36,185 - mmaction - INFO - Epoch [61][60/3757] lr: 1.000e-03, eta: 3 days, 9:35:16, time: 1.975, data_time: 0.689, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8414, loss_cls: 1.3774, loss: 1.3774, grad_norm: 7.2532 2020-07-30 06:12:14,171 - mmaction - INFO - Epoch [61][80/3757] lr: 1.000e-03, eta: 3 days, 9:34:36, time: 1.902, data_time: 0.282, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8531, loss_cls: 1.3742, loss: 1.3742, grad_norm: 7.1237 2020-07-30 06:12:56,709 - mmaction - INFO - Epoch [61][100/3757] lr: 1.000e-03, eta: 3 days, 9:33:59, time: 2.130, data_time: 0.006, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8617, loss_cls: 1.3398, loss: 1.3398, grad_norm: 7.2289 2020-07-30 06:13:35,971 - mmaction - INFO - Epoch [61][120/3757] lr: 1.000e-03, eta: 3 days, 9:33:20, time: 1.961, data_time: 0.008, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8438, loss_cls: 1.4356, loss: 1.4356, grad_norm: 7.5696 2020-07-30 06:14:15,369 - mmaction - INFO - Epoch [61][140/3757] lr: 1.000e-03, eta: 3 days, 9:32:41, time: 1.963, data_time: 0.004, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8586, loss_cls: 1.3461, loss: 1.3461, grad_norm: 7.1902 2020-07-30 06:14:56,902 - mmaction - INFO - Epoch [61][160/3757] lr: 1.000e-03, eta: 3 days, 9:32:04, time: 2.082, data_time: 0.011, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8359, loss_cls: 1.4910, loss: 1.4910, grad_norm: 7.6369 2020-07-30 06:15:32,391 - mmaction - INFO - Epoch [61][180/3757] lr: 1.000e-03, eta: 3 days, 9:31:22, time: 1.775, data_time: 0.007, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8383, loss_cls: 1.4715, loss: 1.4715, grad_norm: 7.4635 2020-07-30 06:16:14,977 - mmaction - INFO - Epoch [61][200/3757] lr: 1.000e-03, eta: 3 days, 9:30:46, time: 2.127, data_time: 0.015, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8531, loss_cls: 1.4492, loss: 1.4492, grad_norm: 7.4565 2020-07-30 06:16:54,322 - mmaction - INFO - Epoch [61][220/3757] lr: 1.000e-03, eta: 3 days, 9:30:07, time: 1.968, data_time: 0.008, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8539, loss_cls: 1.3532, loss: 1.3532, grad_norm: 7.3276 2020-07-30 06:17:28,960 - mmaction - INFO - Epoch [61][240/3757] lr: 1.000e-03, eta: 3 days, 9:29:25, time: 1.734, data_time: 0.011, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8453, loss_cls: 1.4369, loss: 1.4369, grad_norm: 7.4673 2020-07-30 06:18:12,014 - mmaction - INFO - Epoch [61][260/3757] lr: 1.000e-03, eta: 3 days, 9:28:48, time: 2.153, data_time: 0.020, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8523, loss_cls: 1.3548, loss: 1.3548, grad_norm: 7.2291 2020-07-30 06:18:51,435 - mmaction - INFO - Epoch [61][280/3757] lr: 1.000e-03, eta: 3 days, 9:28:09, time: 1.970, data_time: 0.009, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8438, loss_cls: 1.4527, loss: 1.4527, grad_norm: 7.5508 2020-07-30 06:19:28,093 - mmaction - INFO - Epoch [61][300/3757] lr: 1.000e-03, eta: 3 days, 9:27:29, time: 1.836, data_time: 0.005, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8477, loss_cls: 1.4046, loss: 1.4046, grad_norm: 7.4048 2020-07-30 06:20:06,874 - mmaction - INFO - Epoch [61][320/3757] lr: 1.000e-03, eta: 3 days, 9:26:49, time: 1.938, data_time: 0.008, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8422, loss_cls: 1.4698, loss: 1.4698, grad_norm: 7.7483 2020-07-30 06:20:45,090 - mmaction - INFO - Epoch [61][340/3757] lr: 1.000e-03, eta: 3 days, 9:26:10, time: 1.912, data_time: 0.004, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8508, loss_cls: 1.3964, loss: 1.3964, grad_norm: 7.4282 2020-07-30 06:21:26,051 - mmaction - INFO - Epoch [61][360/3757] lr: 1.000e-03, eta: 3 days, 9:25:32, time: 2.038, data_time: 0.070, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8695, loss_cls: 1.2879, loss: 1.2879, grad_norm: 7.2211 2020-07-30 06:22:05,184 - mmaction - INFO - Epoch [61][380/3757] lr: 1.000e-03, eta: 3 days, 9:24:53, time: 1.966, data_time: 0.441, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8414, loss_cls: 1.4855, loss: 1.4855, grad_norm: 7.4626 2020-07-30 06:22:43,301 - mmaction - INFO - Epoch [61][400/3757] lr: 1.000e-03, eta: 3 days, 9:24:13, time: 1.907, data_time: 0.369, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8484, loss_cls: 1.4257, loss: 1.4257, grad_norm: 7.4929 2020-07-30 06:23:24,589 - mmaction - INFO - Epoch [61][420/3757] lr: 1.000e-03, eta: 3 days, 9:23:35, time: 2.065, data_time: 0.198, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8555, loss_cls: 1.3610, loss: 1.3610, grad_norm: 7.2789 2020-07-30 06:23:59,481 - mmaction - INFO - Epoch [61][440/3757] lr: 1.000e-03, eta: 3 days, 9:22:53, time: 1.737, data_time: 0.007, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8586, loss_cls: 1.3743, loss: 1.3743, grad_norm: 7.1017 2020-07-30 06:24:38,631 - mmaction - INFO - Epoch [61][460/3757] lr: 1.000e-03, eta: 3 days, 9:22:14, time: 1.965, data_time: 0.018, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8680, loss_cls: 1.3417, loss: 1.3417, grad_norm: 7.0730 2020-07-30 06:25:15,857 - mmaction - INFO - Epoch [61][480/3757] lr: 1.000e-03, eta: 3 days, 9:21:34, time: 1.859, data_time: 0.007, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8633, loss_cls: 1.3248, loss: 1.3248, grad_norm: 7.2460 2020-07-30 06:25:55,629 - mmaction - INFO - Epoch [61][500/3757] lr: 1.000e-03, eta: 3 days, 9:20:55, time: 1.990, data_time: 0.004, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8570, loss_cls: 1.4219, loss: 1.4219, grad_norm: 7.4355 2020-07-30 06:26:34,216 - mmaction - INFO - Epoch [61][520/3757] lr: 1.000e-03, eta: 3 days, 9:20:16, time: 1.923, data_time: 0.017, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8547, loss_cls: 1.4241, loss: 1.4241, grad_norm: 7.4363 2020-07-30 06:27:14,632 - mmaction - INFO - Epoch [61][540/3757] lr: 1.000e-03, eta: 3 days, 9:19:37, time: 2.027, data_time: 0.010, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8414, loss_cls: 1.4431, loss: 1.4431, grad_norm: 7.3399 2020-07-30 06:27:52,182 - mmaction - INFO - Epoch [61][560/3757] lr: 1.000e-03, eta: 3 days, 9:18:57, time: 1.872, data_time: 0.010, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8445, loss_cls: 1.4693, loss: 1.4693, grad_norm: 7.3964 2020-07-30 06:28:30,880 - mmaction - INFO - Epoch [61][580/3757] lr: 1.000e-03, eta: 3 days, 9:18:18, time: 1.940, data_time: 0.009, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8477, loss_cls: 1.4382, loss: 1.4382, grad_norm: 7.3004 2020-07-30 06:29:09,598 - mmaction - INFO - Epoch [61][600/3757] lr: 1.000e-03, eta: 3 days, 9:17:39, time: 1.937, data_time: 0.009, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8602, loss_cls: 1.3847, loss: 1.3847, grad_norm: 7.2735 2020-07-30 06:29:46,049 - mmaction - INFO - Epoch [61][620/3757] lr: 1.000e-03, eta: 3 days, 9:16:58, time: 1.821, data_time: 0.048, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8500, loss_cls: 1.4343, loss: 1.4343, grad_norm: 7.5840 2020-07-30 06:30:27,323 - mmaction - INFO - Epoch [61][640/3757] lr: 1.000e-03, eta: 3 days, 9:16:20, time: 2.063, data_time: 0.624, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8469, loss_cls: 1.4568, loss: 1.4568, grad_norm: 7.5218 2020-07-30 06:31:05,062 - mmaction - INFO - Epoch [61][660/3757] lr: 1.000e-03, eta: 3 days, 9:15:40, time: 1.888, data_time: 0.989, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8477, loss_cls: 1.4717, loss: 1.4717, grad_norm: 7.4484 2020-07-30 06:31:44,350 - mmaction - INFO - Epoch [61][680/3757] lr: 1.000e-03, eta: 3 days, 9:15:01, time: 1.963, data_time: 1.388, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8578, loss_cls: 1.4589, loss: 1.4589, grad_norm: 7.4249 2020-07-30 06:32:25,324 - mmaction - INFO - Epoch [61][700/3757] lr: 1.000e-03, eta: 3 days, 9:14:23, time: 2.051, data_time: 0.876, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8492, loss_cls: 1.4219, loss: 1.4219, grad_norm: 7.3768 2020-07-30 06:33:03,314 - mmaction - INFO - Epoch [61][720/3757] lr: 1.000e-03, eta: 3 days, 9:13:43, time: 1.893, data_time: 0.389, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8594, loss_cls: 1.4032, loss: 1.4032, grad_norm: 7.6284 2020-07-30 06:33:42,064 - mmaction - INFO - Epoch [61][740/3757] lr: 1.000e-03, eta: 3 days, 9:13:04, time: 1.943, data_time: 0.048, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8547, loss_cls: 1.3810, loss: 1.3810, grad_norm: 7.1901 2020-07-30 06:34:20,631 - mmaction - INFO - Epoch [61][760/3757] lr: 1.000e-03, eta: 3 days, 9:12:24, time: 1.920, data_time: 0.140, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8648, loss_cls: 1.3067, loss: 1.3067, grad_norm: 7.1749 2020-07-30 06:34:59,977 - mmaction - INFO - Epoch [61][780/3757] lr: 1.000e-03, eta: 3 days, 9:11:46, time: 1.978, data_time: 1.001, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8500, loss_cls: 1.3879, loss: 1.3879, grad_norm: 7.3540 2020-07-30 06:35:35,746 - mmaction - INFO - Epoch [61][800/3757] lr: 1.000e-03, eta: 3 days, 9:11:04, time: 1.787, data_time: 1.106, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8602, loss_cls: 1.4268, loss: 1.4268, grad_norm: 7.4899 2020-07-30 06:36:15,763 - mmaction - INFO - Epoch [61][820/3757] lr: 1.000e-03, eta: 3 days, 9:10:26, time: 2.001, data_time: 0.928, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8641, loss_cls: 1.3352, loss: 1.3352, grad_norm: 7.1191 2020-07-30 06:36:55,649 - mmaction - INFO - Epoch [61][840/3757] lr: 1.000e-03, eta: 3 days, 9:09:47, time: 1.985, data_time: 0.532, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8703, loss_cls: 1.3031, loss: 1.3031, grad_norm: 7.0179 2020-07-30 06:37:33,147 - mmaction - INFO - Epoch [61][860/3757] lr: 1.000e-03, eta: 3 days, 9:09:07, time: 1.883, data_time: 0.995, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8656, loss_cls: 1.3476, loss: 1.3476, grad_norm: 7.5024 2020-07-30 06:38:13,585 - mmaction - INFO - Epoch [61][880/3757] lr: 1.000e-03, eta: 3 days, 9:08:29, time: 2.021, data_time: 0.285, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8602, loss_cls: 1.3371, loss: 1.3371, grad_norm: 7.2316 2020-07-30 06:38:51,983 - mmaction - INFO - Epoch [61][900/3757] lr: 1.000e-03, eta: 3 days, 9:07:49, time: 1.923, data_time: 1.118, memory: 5170, top1_acc: 0.6312, top5_acc: 0.8586, loss_cls: 1.4554, loss: 1.4554, grad_norm: 7.5333 2020-07-30 06:39:28,623 - mmaction - INFO - Epoch [61][920/3757] lr: 1.000e-03, eta: 3 days, 9:07:08, time: 1.825, data_time: 1.074, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8406, loss_cls: 1.4552, loss: 1.4552, grad_norm: 7.2636 2020-07-30 06:40:08,203 - mmaction - INFO - Epoch [61][940/3757] lr: 1.000e-03, eta: 3 days, 9:06:30, time: 1.986, data_time: 0.037, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8438, loss_cls: 1.4510, loss: 1.4510, grad_norm: 7.3802 2020-07-30 06:40:47,272 - mmaction - INFO - Epoch [61][960/3757] lr: 1.000e-03, eta: 3 days, 9:05:51, time: 1.952, data_time: 0.067, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8609, loss_cls: 1.3500, loss: 1.3500, grad_norm: 7.0735 2020-07-30 06:41:26,653 - mmaction - INFO - Epoch [61][980/3757] lr: 1.000e-03, eta: 3 days, 9:05:12, time: 1.961, data_time: 0.925, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8516, loss_cls: 1.4547, loss: 1.4547, grad_norm: 7.5263 2020-07-30 06:42:04,518 - mmaction - INFO - Epoch [61][1000/3757] lr: 1.000e-03, eta: 3 days, 9:04:32, time: 1.896, data_time: 0.796, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8617, loss_cls: 1.3637, loss: 1.3637, grad_norm: 7.2586 2020-07-30 06:42:41,802 - mmaction - INFO - Epoch [61][1020/3757] lr: 1.000e-03, eta: 3 days, 9:03:51, time: 1.865, data_time: 0.718, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8594, loss_cls: 1.3258, loss: 1.3258, grad_norm: 7.1235 2020-07-30 06:43:22,816 - mmaction - INFO - Epoch [61][1040/3757] lr: 1.000e-03, eta: 3 days, 9:03:14, time: 2.057, data_time: 0.009, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8492, loss_cls: 1.4382, loss: 1.4382, grad_norm: 7.5034 2020-07-30 06:43:58,574 - mmaction - INFO - Epoch [61][1060/3757] lr: 1.000e-03, eta: 3 days, 9:02:32, time: 1.784, data_time: 0.029, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8586, loss_cls: 1.4205, loss: 1.4205, grad_norm: 7.4850 2020-07-30 06:44:39,740 - mmaction - INFO - Epoch [61][1080/3757] lr: 1.000e-03, eta: 3 days, 9:01:55, time: 2.061, data_time: 0.133, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8555, loss_cls: 1.3992, loss: 1.3992, grad_norm: 7.3091 2020-07-30 06:45:19,600 - mmaction - INFO - Epoch [61][1100/3757] lr: 1.000e-03, eta: 3 days, 9:01:16, time: 1.988, data_time: 0.009, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8539, loss_cls: 1.3551, loss: 1.3551, grad_norm: 7.2104 2020-07-30 06:45:59,377 - mmaction - INFO - Epoch [61][1120/3757] lr: 1.000e-03, eta: 3 days, 9:00:37, time: 1.993, data_time: 0.010, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8602, loss_cls: 1.2949, loss: 1.2949, grad_norm: 7.1688 2020-07-30 06:46:37,485 - mmaction - INFO - Epoch [61][1140/3757] lr: 1.000e-03, eta: 3 days, 8:59:58, time: 1.908, data_time: 0.009, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8625, loss_cls: 1.3344, loss: 1.3344, grad_norm: 7.0800 2020-07-30 06:47:17,787 - mmaction - INFO - Epoch [61][1160/3757] lr: 1.000e-03, eta: 3 days, 8:59:19, time: 2.009, data_time: 0.008, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8516, loss_cls: 1.3658, loss: 1.3658, grad_norm: 7.2760 2020-07-30 06:47:57,475 - mmaction - INFO - Epoch [61][1180/3757] lr: 1.000e-03, eta: 3 days, 8:58:40, time: 1.987, data_time: 0.008, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8469, loss_cls: 1.4690, loss: 1.4690, grad_norm: 7.5825 2020-07-30 06:48:36,279 - mmaction - INFO - Epoch [61][1200/3757] lr: 1.000e-03, eta: 3 days, 8:58:01, time: 1.936, data_time: 0.011, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8578, loss_cls: 1.4329, loss: 1.4329, grad_norm: 7.5525 2020-07-30 06:49:12,851 - mmaction - INFO - Epoch [61][1220/3757] lr: 1.000e-03, eta: 3 days, 8:57:20, time: 1.835, data_time: 0.010, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8570, loss_cls: 1.3957, loss: 1.3957, grad_norm: 7.3506 2020-07-30 06:49:53,137 - mmaction - INFO - Epoch [61][1240/3757] lr: 1.000e-03, eta: 3 days, 8:56:42, time: 2.012, data_time: 0.023, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8617, loss_cls: 1.3669, loss: 1.3669, grad_norm: 7.1712 2020-07-30 06:50:32,353 - mmaction - INFO - Epoch [61][1260/3757] lr: 1.000e-03, eta: 3 days, 8:56:03, time: 1.963, data_time: 0.013, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8703, loss_cls: 1.2905, loss: 1.2905, grad_norm: 7.2534 2020-07-30 06:51:11,632 - mmaction - INFO - Epoch [61][1280/3757] lr: 1.000e-03, eta: 3 days, 8:55:24, time: 1.955, data_time: 0.008, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8492, loss_cls: 1.4253, loss: 1.4253, grad_norm: 7.5027 2020-07-30 06:51:47,724 - mmaction - INFO - Epoch [61][1300/3757] lr: 1.000e-03, eta: 3 days, 8:54:43, time: 1.811, data_time: 0.012, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8492, loss_cls: 1.3961, loss: 1.3961, grad_norm: 7.6451 2020-07-30 06:52:29,656 - mmaction - INFO - Epoch [61][1320/3757] lr: 1.000e-03, eta: 3 days, 8:54:06, time: 2.099, data_time: 0.011, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8508, loss_cls: 1.4650, loss: 1.4650, grad_norm: 7.4940 2020-07-30 06:53:09,309 - mmaction - INFO - Epoch [61][1340/3757] lr: 1.000e-03, eta: 3 days, 8:53:27, time: 1.981, data_time: 0.121, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8484, loss_cls: 1.3989, loss: 1.3989, grad_norm: 7.4493 2020-07-30 06:53:47,552 - mmaction - INFO - Epoch [61][1360/3757] lr: 1.000e-03, eta: 3 days, 8:52:47, time: 1.905, data_time: 0.764, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8531, loss_cls: 1.3680, loss: 1.3680, grad_norm: 7.3504 2020-07-30 06:54:30,218 - mmaction - INFO - Epoch [61][1380/3757] lr: 1.000e-03, eta: 3 days, 8:52:11, time: 2.143, data_time: 1.525, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8664, loss_cls: 1.3511, loss: 1.3511, grad_norm: 7.1989 2020-07-30 06:55:06,252 - mmaction - INFO - Epoch [61][1400/3757] lr: 1.000e-03, eta: 3 days, 8:51:29, time: 1.800, data_time: 1.201, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8594, loss_cls: 1.3492, loss: 1.3492, grad_norm: 7.4219 2020-07-30 06:55:46,375 - mmaction - INFO - Epoch [61][1420/3757] lr: 1.000e-03, eta: 3 days, 8:50:51, time: 2.004, data_time: 1.217, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8633, loss_cls: 1.3305, loss: 1.3305, grad_norm: 7.1471 2020-07-30 06:56:27,035 - mmaction - INFO - Epoch [61][1440/3757] lr: 1.000e-03, eta: 3 days, 8:50:13, time: 2.036, data_time: 1.406, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8422, loss_cls: 1.4768, loss: 1.4768, grad_norm: 7.5213 2020-07-30 06:57:04,375 - mmaction - INFO - Epoch [61][1460/3757] lr: 1.000e-03, eta: 3 days, 8:49:33, time: 1.864, data_time: 1.292, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.4104, loss: 1.4104, grad_norm: 7.2884 2020-07-30 06:57:42,278 - mmaction - INFO - Epoch [61][1480/3757] lr: 1.000e-03, eta: 3 days, 8:48:53, time: 1.896, data_time: 0.924, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8398, loss_cls: 1.4573, loss: 1.4573, grad_norm: 7.4568 2020-07-30 06:58:19,584 - mmaction - INFO - Epoch [61][1500/3757] lr: 1.000e-03, eta: 3 days, 8:48:12, time: 1.865, data_time: 0.011, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.4124, loss: 1.4124, grad_norm: 7.5318 2020-07-30 06:58:58,494 - mmaction - INFO - Epoch [61][1520/3757] lr: 1.000e-03, eta: 3 days, 8:47:33, time: 1.947, data_time: 0.008, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8406, loss_cls: 1.4879, loss: 1.4879, grad_norm: 7.6516 2020-07-30 06:59:36,878 - mmaction - INFO - Epoch [61][1540/3757] lr: 1.000e-03, eta: 3 days, 8:46:54, time: 1.910, data_time: 0.024, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8508, loss_cls: 1.4413, loss: 1.4413, grad_norm: 7.5230 2020-07-30 07:00:16,494 - mmaction - INFO - Epoch [61][1560/3757] lr: 1.000e-03, eta: 3 days, 8:46:15, time: 1.967, data_time: 0.026, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8367, loss_cls: 1.4320, loss: 1.4320, grad_norm: 7.5404 2020-07-30 07:00:55,519 - mmaction - INFO - Epoch [61][1580/3757] lr: 1.000e-03, eta: 3 days, 8:45:36, time: 1.975, data_time: 0.969, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8336, loss_cls: 1.5085, loss: 1.5085, grad_norm: 7.4899 2020-07-30 07:01:32,837 - mmaction - INFO - Epoch [61][1600/3757] lr: 1.000e-03, eta: 3 days, 8:44:55, time: 1.863, data_time: 0.914, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8508, loss_cls: 1.4046, loss: 1.4046, grad_norm: 7.1910 2020-07-30 07:02:16,390 - mmaction - INFO - Epoch [61][1620/3757] lr: 1.000e-03, eta: 3 days, 8:44:19, time: 2.180, data_time: 1.337, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8523, loss_cls: 1.4579, loss: 1.4579, grad_norm: 7.5128 2020-07-30 07:02:52,389 - mmaction - INFO - Epoch [61][1640/3757] lr: 1.000e-03, eta: 3 days, 8:43:38, time: 1.798, data_time: 1.187, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8422, loss_cls: 1.4664, loss: 1.4664, grad_norm: 7.5137 2020-07-30 07:03:35,977 - mmaction - INFO - Epoch [61][1660/3757] lr: 1.000e-03, eta: 3 days, 8:43:02, time: 2.174, data_time: 1.229, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8375, loss_cls: 1.4881, loss: 1.4881, grad_norm: 7.5589 2020-07-30 07:04:10,565 - mmaction - INFO - Epoch [61][1680/3757] lr: 1.000e-03, eta: 3 days, 8:42:20, time: 1.737, data_time: 0.582, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8500, loss_cls: 1.4522, loss: 1.4522, grad_norm: 7.5674 2020-07-30 07:04:53,562 - mmaction - INFO - Epoch [61][1700/3757] lr: 1.000e-03, eta: 3 days, 8:41:43, time: 2.148, data_time: 0.488, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8453, loss_cls: 1.3963, loss: 1.3963, grad_norm: 7.2787 2020-07-30 07:05:32,567 - mmaction - INFO - Epoch [61][1720/3757] lr: 1.000e-03, eta: 3 days, 8:41:04, time: 1.951, data_time: 0.103, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8430, loss_cls: 1.4421, loss: 1.4421, grad_norm: 7.4160 2020-07-30 07:06:09,288 - mmaction - INFO - Epoch [61][1740/3757] lr: 1.000e-03, eta: 3 days, 8:40:23, time: 1.830, data_time: 0.532, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8383, loss_cls: 1.4993, loss: 1.4993, grad_norm: 7.3035 2020-07-30 07:06:48,335 - mmaction - INFO - Epoch [61][1760/3757] lr: 1.000e-03, eta: 3 days, 8:39:44, time: 1.959, data_time: 0.946, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8680, loss_cls: 1.3525, loss: 1.3525, grad_norm: 7.3870 2020-07-30 07:07:25,601 - mmaction - INFO - Epoch [61][1780/3757] lr: 1.000e-03, eta: 3 days, 8:39:04, time: 1.859, data_time: 1.000, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8602, loss_cls: 1.3730, loss: 1.3730, grad_norm: 7.2843 2020-07-30 07:08:07,377 - mmaction - INFO - Epoch [61][1800/3757] lr: 1.000e-03, eta: 3 days, 8:38:27, time: 2.090, data_time: 0.498, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8586, loss_cls: 1.4200, loss: 1.4200, grad_norm: 7.4885 2020-07-30 07:08:47,661 - mmaction - INFO - Epoch [61][1820/3757] lr: 1.000e-03, eta: 3 days, 8:37:48, time: 2.010, data_time: 0.010, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8617, loss_cls: 1.3666, loss: 1.3666, grad_norm: 7.5210 2020-07-30 07:09:22,763 - mmaction - INFO - Epoch [61][1840/3757] lr: 1.000e-03, eta: 3 days, 8:37:07, time: 1.760, data_time: 0.010, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8555, loss_cls: 1.4095, loss: 1.4095, grad_norm: 7.3113 2020-07-30 07:09:58,642 - mmaction - INFO - Epoch [61][1860/3757] lr: 1.000e-03, eta: 3 days, 8:36:25, time: 1.795, data_time: 0.009, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8570, loss_cls: 1.4318, loss: 1.4318, grad_norm: 7.5230 2020-07-30 07:10:39,942 - mmaction - INFO - Epoch [61][1880/3757] lr: 1.000e-03, eta: 3 days, 8:35:48, time: 2.060, data_time: 0.009, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8523, loss_cls: 1.4162, loss: 1.4162, grad_norm: 7.2008 2020-07-30 07:11:19,003 - mmaction - INFO - Epoch [61][1900/3757] lr: 1.000e-03, eta: 3 days, 8:35:09, time: 1.958, data_time: 0.011, memory: 5170, top1_acc: 0.6273, top5_acc: 0.8422, loss_cls: 1.4993, loss: 1.4993, grad_norm: 7.4947 2020-07-30 07:11:57,099 - mmaction - INFO - Epoch [61][1920/3757] lr: 1.000e-03, eta: 3 days, 8:34:29, time: 1.898, data_time: 0.008, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8391, loss_cls: 1.4884, loss: 1.4884, grad_norm: 7.5973 2020-07-30 07:12:39,594 - mmaction - INFO - Epoch [61][1940/3757] lr: 1.000e-03, eta: 3 days, 8:33:52, time: 2.132, data_time: 0.009, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8602, loss_cls: 1.3645, loss: 1.3645, grad_norm: 7.3027 2020-07-30 07:13:17,068 - mmaction - INFO - Epoch [61][1960/3757] lr: 1.000e-03, eta: 3 days, 8:33:12, time: 1.869, data_time: 0.003, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8633, loss_cls: 1.4109, loss: 1.4109, grad_norm: 7.4480 2020-07-30 07:13:58,749 - mmaction - INFO - Epoch [61][1980/3757] lr: 1.000e-03, eta: 3 days, 8:32:34, time: 2.087, data_time: 0.010, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8602, loss_cls: 1.3896, loss: 1.3896, grad_norm: 7.1967 2020-07-30 07:14:38,540 - mmaction - INFO - Epoch [61][2000/3757] lr: 1.000e-03, eta: 3 days, 8:31:56, time: 1.990, data_time: 0.009, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8500, loss_cls: 1.3999, loss: 1.3999, grad_norm: 7.2111 2020-07-30 07:15:15,781 - mmaction - INFO - Epoch [61][2020/3757] lr: 1.000e-03, eta: 3 days, 8:31:15, time: 1.864, data_time: 0.011, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8547, loss_cls: 1.3860, loss: 1.3860, grad_norm: 7.3988 2020-07-30 07:15:54,444 - mmaction - INFO - Epoch [61][2040/3757] lr: 1.000e-03, eta: 3 days, 8:30:36, time: 1.932, data_time: 0.002, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8391, loss_cls: 1.4930, loss: 1.4930, grad_norm: 7.5917 2020-07-30 07:16:30,668 - mmaction - INFO - Epoch [61][2060/3757] lr: 1.000e-03, eta: 3 days, 8:29:55, time: 1.807, data_time: 0.008, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8508, loss_cls: 1.4436, loss: 1.4436, grad_norm: 7.5547 2020-07-30 07:17:10,778 - mmaction - INFO - Epoch [61][2080/3757] lr: 1.000e-03, eta: 3 days, 8:29:17, time: 2.011, data_time: 0.011, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8672, loss_cls: 1.3662, loss: 1.3662, grad_norm: 7.5033 2020-07-30 07:17:48,363 - mmaction - INFO - Epoch [61][2100/3757] lr: 1.000e-03, eta: 3 days, 8:28:36, time: 1.873, data_time: 0.008, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8375, loss_cls: 1.4984, loss: 1.4984, grad_norm: 7.6702 2020-07-30 07:18:25,921 - mmaction - INFO - Epoch [61][2120/3757] lr: 1.000e-03, eta: 3 days, 8:27:56, time: 1.884, data_time: 0.266, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8547, loss_cls: 1.4108, loss: 1.4108, grad_norm: 7.3690 2020-07-30 07:19:03,635 - mmaction - INFO - Epoch [61][2140/3757] lr: 1.000e-03, eta: 3 days, 8:27:16, time: 1.884, data_time: 0.533, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8500, loss_cls: 1.4637, loss: 1.4637, grad_norm: 7.6003 2020-07-30 07:19:44,459 - mmaction - INFO - Epoch [61][2160/3757] lr: 1.000e-03, eta: 3 days, 8:26:38, time: 2.045, data_time: 0.993, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8602, loss_cls: 1.3887, loss: 1.3887, grad_norm: 7.5750 2020-07-30 07:20:25,364 - mmaction - INFO - Epoch [61][2180/3757] lr: 1.000e-03, eta: 3 days, 8:26:00, time: 2.036, data_time: 0.078, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8539, loss_cls: 1.3473, loss: 1.3473, grad_norm: 7.2184 2020-07-30 07:21:02,684 - mmaction - INFO - Epoch [61][2200/3757] lr: 1.000e-03, eta: 3 days, 8:25:20, time: 1.875, data_time: 0.011, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8469, loss_cls: 1.3970, loss: 1.3970, grad_norm: 7.4046 2020-07-30 07:21:42,320 - mmaction - INFO - Epoch [61][2220/3757] lr: 1.000e-03, eta: 3 days, 8:24:41, time: 1.975, data_time: 0.024, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8500, loss_cls: 1.4363, loss: 1.4363, grad_norm: 7.5543 2020-07-30 07:22:21,785 - mmaction - INFO - Epoch [61][2240/3757] lr: 1.000e-03, eta: 3 days, 8:24:03, time: 1.980, data_time: 0.009, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8414, loss_cls: 1.4973, loss: 1.4973, grad_norm: 7.9116 2020-07-30 07:22:59,141 - mmaction - INFO - Epoch [61][2260/3757] lr: 1.000e-03, eta: 3 days, 8:23:22, time: 1.866, data_time: 0.003, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8352, loss_cls: 1.5225, loss: 1.5225, grad_norm: 7.7076 2020-07-30 07:23:39,335 - mmaction - INFO - Epoch [61][2280/3757] lr: 1.000e-03, eta: 3 days, 8:22:44, time: 2.010, data_time: 0.004, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8555, loss_cls: 1.4579, loss: 1.4579, grad_norm: 7.6384 2020-07-30 07:24:18,457 - mmaction - INFO - Epoch [61][2300/3757] lr: 1.000e-03, eta: 3 days, 8:22:05, time: 1.951, data_time: 0.009, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8586, loss_cls: 1.3514, loss: 1.3514, grad_norm: 7.4124 2020-07-30 07:24:57,671 - mmaction - INFO - Epoch [61][2320/3757] lr: 1.000e-03, eta: 3 days, 8:21:26, time: 1.965, data_time: 0.009, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8594, loss_cls: 1.3210, loss: 1.3210, grad_norm: 7.1401 2020-07-30 07:25:34,800 - mmaction - INFO - Epoch [61][2340/3757] lr: 1.000e-03, eta: 3 days, 8:20:45, time: 1.854, data_time: 0.009, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8578, loss_cls: 1.3251, loss: 1.3251, grad_norm: 7.1254 2020-07-30 07:26:11,851 - mmaction - INFO - Epoch [61][2360/3757] lr: 1.000e-03, eta: 3 days, 8:20:05, time: 1.852, data_time: 0.051, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8680, loss_cls: 1.3328, loss: 1.3328, grad_norm: 7.3193 2020-07-30 07:26:54,236 - mmaction - INFO - Epoch [61][2380/3757] lr: 1.000e-03, eta: 3 days, 8:19:28, time: 2.115, data_time: 0.020, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8445, loss_cls: 1.4598, loss: 1.4598, grad_norm: 7.5583 2020-07-30 07:27:36,388 - mmaction - INFO - Epoch [61][2400/3757] lr: 1.000e-03, eta: 3 days, 8:18:51, time: 2.112, data_time: 0.016, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8555, loss_cls: 1.4312, loss: 1.4312, grad_norm: 7.4727 2020-07-30 07:28:10,887 - mmaction - INFO - Epoch [61][2420/3757] lr: 1.000e-03, eta: 3 days, 8:18:09, time: 1.726, data_time: 0.010, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8508, loss_cls: 1.4022, loss: 1.4022, grad_norm: 7.3696 2020-07-30 07:28:51,336 - mmaction - INFO - Epoch [61][2440/3757] lr: 1.000e-03, eta: 3 days, 8:17:31, time: 2.024, data_time: 0.005, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8531, loss_cls: 1.4731, loss: 1.4731, grad_norm: 7.5167 2020-07-30 07:29:26,696 - mmaction - INFO - Epoch [61][2460/3757] lr: 1.000e-03, eta: 3 days, 8:16:49, time: 1.769, data_time: 0.008, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8539, loss_cls: 1.3826, loss: 1.3826, grad_norm: 7.4935 2020-07-30 07:30:05,759 - mmaction - INFO - Epoch [61][2480/3757] lr: 1.000e-03, eta: 3 days, 8:16:10, time: 1.952, data_time: 0.008, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8516, loss_cls: 1.3636, loss: 1.3636, grad_norm: 7.5204 2020-07-30 07:30:45,206 - mmaction - INFO - Epoch [61][2500/3757] lr: 1.000e-03, eta: 3 days, 8:15:31, time: 1.974, data_time: 0.003, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8453, loss_cls: 1.4365, loss: 1.4365, grad_norm: 7.6242 2020-07-30 07:31:28,579 - mmaction - INFO - Epoch [61][2520/3757] lr: 1.000e-03, eta: 3 days, 8:14:55, time: 2.168, data_time: 0.070, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8703, loss_cls: 1.3258, loss: 1.3258, grad_norm: 7.3793 2020-07-30 07:32:07,228 - mmaction - INFO - Epoch [61][2540/3757] lr: 1.000e-03, eta: 3 days, 8:14:15, time: 1.933, data_time: 0.004, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8555, loss_cls: 1.3940, loss: 1.3940, grad_norm: 7.4140 2020-07-30 07:32:43,724 - mmaction - INFO - Epoch [61][2560/3757] lr: 1.000e-03, eta: 3 days, 8:13:34, time: 1.817, data_time: 0.007, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8430, loss_cls: 1.4280, loss: 1.4280, grad_norm: 7.4663 2020-07-30 07:33:23,606 - mmaction - INFO - Epoch [61][2580/3757] lr: 1.000e-03, eta: 3 days, 8:12:56, time: 2.001, data_time: 0.011, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8609, loss_cls: 1.3894, loss: 1.3894, grad_norm: 7.3770 2020-07-30 07:34:01,521 - mmaction - INFO - Epoch [61][2600/3757] lr: 1.000e-03, eta: 3 days, 8:12:16, time: 1.892, data_time: 0.009, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8500, loss_cls: 1.4055, loss: 1.4055, grad_norm: 7.7241 2020-07-30 07:34:41,832 - mmaction - INFO - Epoch [61][2620/3757] lr: 1.000e-03, eta: 3 days, 8:11:38, time: 2.018, data_time: 0.010, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8406, loss_cls: 1.4874, loss: 1.4874, grad_norm: 7.4291 2020-07-30 07:35:20,244 - mmaction - INFO - Epoch [61][2640/3757] lr: 1.000e-03, eta: 3 days, 8:10:58, time: 1.918, data_time: 0.009, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8492, loss_cls: 1.4509, loss: 1.4509, grad_norm: 7.4953 2020-07-30 07:35:58,142 - mmaction - INFO - Epoch [61][2660/3757] lr: 1.000e-03, eta: 3 days, 8:10:18, time: 1.899, data_time: 0.056, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8484, loss_cls: 1.4219, loss: 1.4219, grad_norm: 7.4327 2020-07-30 07:36:38,517 - mmaction - INFO - Epoch [61][2680/3757] lr: 1.000e-03, eta: 3 days, 8:09:40, time: 2.012, data_time: 0.041, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8680, loss_cls: 1.3801, loss: 1.3801, grad_norm: 7.4901 2020-07-30 07:37:15,703 - mmaction - INFO - Epoch [61][2700/3757] lr: 1.000e-03, eta: 3 days, 8:09:00, time: 1.865, data_time: 0.576, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8438, loss_cls: 1.4315, loss: 1.4315, grad_norm: 7.7620 2020-07-30 07:37:51,967 - mmaction - INFO - Epoch [61][2720/3757] lr: 1.000e-03, eta: 3 days, 8:08:19, time: 1.810, data_time: 1.027, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8547, loss_cls: 1.4113, loss: 1.4113, grad_norm: 7.5193 2020-07-30 07:38:32,657 - mmaction - INFO - Epoch [61][2740/3757] lr: 1.000e-03, eta: 3 days, 8:07:41, time: 2.038, data_time: 0.275, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8453, loss_cls: 1.3756, loss: 1.3756, grad_norm: 7.4014 2020-07-30 07:39:13,095 - mmaction - INFO - Epoch [61][2760/3757] lr: 1.000e-03, eta: 3 days, 8:07:02, time: 2.019, data_time: 0.009, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8445, loss_cls: 1.4653, loss: 1.4653, grad_norm: 7.6065 2020-07-30 07:39:51,155 - mmaction - INFO - Epoch [61][2780/3757] lr: 1.000e-03, eta: 3 days, 8:06:23, time: 1.905, data_time: 0.006, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8703, loss_cls: 1.3601, loss: 1.3601, grad_norm: 7.2543 2020-07-30 07:40:29,066 - mmaction - INFO - Epoch [61][2800/3757] lr: 1.000e-03, eta: 3 days, 8:05:43, time: 1.892, data_time: 0.295, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8547, loss_cls: 1.3402, loss: 1.3402, grad_norm: 7.2433 2020-07-30 07:41:07,216 - mmaction - INFO - Epoch [61][2820/3757] lr: 1.000e-03, eta: 3 days, 8:05:03, time: 1.911, data_time: 0.010, memory: 5170, top1_acc: 0.6305, top5_acc: 0.8492, loss_cls: 1.4929, loss: 1.4929, grad_norm: 7.8065 2020-07-30 07:41:48,207 - mmaction - INFO - Epoch [61][2840/3757] lr: 1.000e-03, eta: 3 days, 8:04:25, time: 2.043, data_time: 0.009, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8648, loss_cls: 1.3895, loss: 1.3895, grad_norm: 7.6753 2020-07-30 07:42:26,636 - mmaction - INFO - Epoch [61][2860/3757] lr: 1.000e-03, eta: 3 days, 8:03:46, time: 1.929, data_time: 0.011, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8383, loss_cls: 1.4628, loss: 1.4628, grad_norm: 7.3861 2020-07-30 07:43:04,249 - mmaction - INFO - Epoch [61][2880/3757] lr: 1.000e-03, eta: 3 days, 8:03:06, time: 1.879, data_time: 0.062, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8477, loss_cls: 1.3961, loss: 1.3961, grad_norm: 7.3275 2020-07-30 07:43:42,019 - mmaction - INFO - Epoch [61][2900/3757] lr: 1.000e-03, eta: 3 days, 8:02:26, time: 1.890, data_time: 0.176, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8445, loss_cls: 1.3614, loss: 1.3614, grad_norm: 7.3023 2020-07-30 07:44:18,261 - mmaction - INFO - Epoch [61][2920/3757] lr: 1.000e-03, eta: 3 days, 8:01:45, time: 1.809, data_time: 0.284, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8422, loss_cls: 1.4177, loss: 1.4177, grad_norm: 7.3256 2020-07-30 07:45:01,777 - mmaction - INFO - Epoch [61][2940/3757] lr: 1.000e-03, eta: 3 days, 8:01:08, time: 2.178, data_time: 0.094, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8500, loss_cls: 1.3918, loss: 1.3918, grad_norm: 7.3107 2020-07-30 07:45:39,657 - mmaction - INFO - Epoch [61][2960/3757] lr: 1.000e-03, eta: 3 days, 8:00:28, time: 1.889, data_time: 0.010, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8562, loss_cls: 1.4157, loss: 1.4157, grad_norm: 7.7049 2020-07-30 07:46:15,816 - mmaction - INFO - Epoch [61][2980/3757] lr: 1.000e-03, eta: 3 days, 7:59:48, time: 1.813, data_time: 0.009, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8539, loss_cls: 1.3473, loss: 1.3473, grad_norm: 7.0517 2020-07-30 07:46:56,423 - mmaction - INFO - Epoch [61][3000/3757] lr: 1.000e-03, eta: 3 days, 7:59:09, time: 2.023, data_time: 0.027, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8406, loss_cls: 1.4853, loss: 1.4853, grad_norm: 7.8168 2020-07-30 07:47:32,565 - mmaction - INFO - Epoch [61][3020/3757] lr: 1.000e-03, eta: 3 days, 7:58:28, time: 1.813, data_time: 0.617, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8578, loss_cls: 1.3955, loss: 1.3955, grad_norm: 7.3965 2020-07-30 07:48:13,730 - mmaction - INFO - Epoch [61][3040/3757] lr: 1.000e-03, eta: 3 days, 7:57:51, time: 2.053, data_time: 0.083, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8469, loss_cls: 1.4779, loss: 1.4779, grad_norm: 7.6273 2020-07-30 07:48:53,594 - mmaction - INFO - Epoch [61][3060/3757] lr: 1.000e-03, eta: 3 days, 7:57:12, time: 1.998, data_time: 0.010, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8578, loss_cls: 1.3621, loss: 1.3621, grad_norm: 7.1240 2020-07-30 07:49:30,998 - mmaction - INFO - Epoch [61][3080/3757] lr: 1.000e-03, eta: 3 days, 7:56:32, time: 1.861, data_time: 0.010, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8406, loss_cls: 1.4783, loss: 1.4783, grad_norm: 7.5185 2020-07-30 07:50:11,282 - mmaction - INFO - Epoch [61][3100/3757] lr: 1.000e-03, eta: 3 days, 7:55:53, time: 2.023, data_time: 0.013, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8461, loss_cls: 1.4282, loss: 1.4282, grad_norm: 7.6358 2020-07-30 07:50:49,490 - mmaction - INFO - Epoch [61][3120/3757] lr: 1.000e-03, eta: 3 days, 7:55:14, time: 1.911, data_time: 0.028, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8633, loss_cls: 1.3552, loss: 1.3552, grad_norm: 7.3027 2020-07-30 07:51:26,289 - mmaction - INFO - Epoch [61][3140/3757] lr: 1.000e-03, eta: 3 days, 7:54:33, time: 1.839, data_time: 0.135, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8469, loss_cls: 1.4521, loss: 1.4521, grad_norm: 7.6946 2020-07-30 07:52:06,964 - mmaction - INFO - Epoch [61][3160/3757] lr: 1.000e-03, eta: 3 days, 7:53:55, time: 2.031, data_time: 0.010, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8578, loss_cls: 1.3788, loss: 1.3788, grad_norm: 7.4303 2020-07-30 07:52:47,095 - mmaction - INFO - Epoch [61][3180/3757] lr: 1.000e-03, eta: 3 days, 7:53:17, time: 2.010, data_time: 0.008, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8523, loss_cls: 1.4203, loss: 1.4203, grad_norm: 7.6038 2020-07-30 07:53:29,777 - mmaction - INFO - Epoch [61][3200/3757] lr: 1.000e-03, eta: 3 days, 7:52:40, time: 2.127, data_time: 0.177, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8492, loss_cls: 1.4400, loss: 1.4400, grad_norm: 7.6979 2020-07-30 07:54:05,231 - mmaction - INFO - Epoch [61][3220/3757] lr: 1.000e-03, eta: 3 days, 7:51:58, time: 1.779, data_time: 0.548, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8570, loss_cls: 1.3572, loss: 1.3572, grad_norm: 7.4396 2020-07-30 07:54:41,268 - mmaction - INFO - Epoch [61][3240/3757] lr: 1.000e-03, eta: 3 days, 7:51:17, time: 1.800, data_time: 0.091, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8430, loss_cls: 1.4430, loss: 1.4430, grad_norm: 7.3100 2020-07-30 07:55:20,773 - mmaction - INFO - Epoch [61][3260/3757] lr: 1.000e-03, eta: 3 days, 7:50:38, time: 1.968, data_time: 0.376, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8594, loss_cls: 1.3992, loss: 1.3992, grad_norm: 7.5372 2020-07-30 07:55:56,189 - mmaction - INFO - Epoch [61][3280/3757] lr: 1.000e-03, eta: 3 days, 7:49:57, time: 1.780, data_time: 0.043, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8438, loss_cls: 1.4777, loss: 1.4777, grad_norm: 7.5403 2020-07-30 07:56:34,992 - mmaction - INFO - Epoch [61][3300/3757] lr: 1.000e-03, eta: 3 days, 7:49:18, time: 1.938, data_time: 0.008, memory: 5170, top1_acc: 0.6211, top5_acc: 0.8320, loss_cls: 1.5251, loss: 1.5251, grad_norm: 7.7616 2020-07-30 07:57:13,488 - mmaction - INFO - Epoch [61][3320/3757] lr: 1.000e-03, eta: 3 days, 7:48:38, time: 1.927, data_time: 0.016, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8422, loss_cls: 1.4825, loss: 1.4825, grad_norm: 7.7103 2020-07-30 07:57:53,945 - mmaction - INFO - Epoch [61][3340/3757] lr: 1.000e-03, eta: 3 days, 7:48:00, time: 2.022, data_time: 0.023, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8461, loss_cls: 1.4233, loss: 1.4233, grad_norm: 7.5313 2020-07-30 07:58:32,130 - mmaction - INFO - Epoch [61][3360/3757] lr: 1.000e-03, eta: 3 days, 7:47:20, time: 1.909, data_time: 0.129, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8586, loss_cls: 1.3566, loss: 1.3566, grad_norm: 7.2091 2020-07-30 07:59:12,247 - mmaction - INFO - Epoch [61][3380/3757] lr: 1.000e-03, eta: 3 days, 7:46:42, time: 2.007, data_time: 0.805, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8531, loss_cls: 1.4377, loss: 1.4377, grad_norm: 7.4140 2020-07-30 07:59:47,164 - mmaction - INFO - Epoch [61][3400/3757] lr: 1.000e-03, eta: 3 days, 7:46:00, time: 1.744, data_time: 0.141, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8391, loss_cls: 1.4990, loss: 1.4990, grad_norm: 7.5038 2020-07-30 08:00:28,514 - mmaction - INFO - Epoch [61][3420/3757] lr: 1.000e-03, eta: 3 days, 7:45:22, time: 2.027, data_time: 0.009, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8609, loss_cls: 1.3634, loss: 1.3634, grad_norm: 7.2486 2020-07-30 08:01:07,504 - mmaction - INFO - Epoch [61][3440/3757] lr: 1.000e-03, eta: 3 days, 7:44:43, time: 1.991, data_time: 0.242, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8586, loss_cls: 1.3883, loss: 1.3883, grad_norm: 7.4208 2020-07-30 08:01:48,216 - mmaction - INFO - Epoch [61][3460/3757] lr: 1.000e-03, eta: 3 days, 7:44:05, time: 2.025, data_time: 0.008, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8367, loss_cls: 1.4964, loss: 1.4964, grad_norm: 7.5167 2020-07-30 08:02:26,304 - mmaction - INFO - Epoch [61][3480/3757] lr: 1.000e-03, eta: 3 days, 7:43:25, time: 1.914, data_time: 0.013, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8500, loss_cls: 1.3873, loss: 1.3873, grad_norm: 7.5194 2020-07-30 08:03:05,079 - mmaction - INFO - Epoch [61][3500/3757] lr: 1.000e-03, eta: 3 days, 7:42:46, time: 1.939, data_time: 0.031, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8539, loss_cls: 1.4303, loss: 1.4303, grad_norm: 7.4616 2020-07-30 08:03:43,180 - mmaction - INFO - Epoch [61][3520/3757] lr: 1.000e-03, eta: 3 days, 7:42:06, time: 1.904, data_time: 0.008, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8477, loss_cls: 1.4180, loss: 1.4180, grad_norm: 7.3684 2020-07-30 08:04:23,954 - mmaction - INFO - Epoch [61][3540/3757] lr: 1.000e-03, eta: 3 days, 7:41:28, time: 2.031, data_time: 0.008, memory: 5170, top1_acc: 0.6195, top5_acc: 0.8539, loss_cls: 1.4938, loss: 1.4938, grad_norm: 7.7264 2020-07-30 08:05:00,696 - mmaction - INFO - Epoch [61][3560/3757] lr: 1.000e-03, eta: 3 days, 7:40:48, time: 1.845, data_time: 0.012, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8469, loss_cls: 1.4468, loss: 1.4468, grad_norm: 7.6776 2020-07-30 08:05:41,927 - mmaction - INFO - Epoch [61][3580/3757] lr: 1.000e-03, eta: 3 days, 7:40:10, time: 2.063, data_time: 0.081, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8523, loss_cls: 1.4045, loss: 1.4045, grad_norm: 7.4614 2020-07-30 08:06:20,024 - mmaction - INFO - Epoch [61][3600/3757] lr: 1.000e-03, eta: 3 days, 7:39:30, time: 1.902, data_time: 0.025, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8688, loss_cls: 1.3593, loss: 1.3593, grad_norm: 7.4640 2020-07-30 08:07:01,496 - mmaction - INFO - Epoch [61][3620/3757] lr: 1.000e-03, eta: 3 days, 7:38:53, time: 2.077, data_time: 0.010, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8688, loss_cls: 1.3103, loss: 1.3103, grad_norm: 7.0033 2020-07-30 08:07:35,467 - mmaction - INFO - Epoch [61][3640/3757] lr: 1.000e-03, eta: 3 days, 7:38:10, time: 1.697, data_time: 0.003, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8641, loss_cls: 1.3162, loss: 1.3162, grad_norm: 7.2755 2020-07-30 08:08:16,207 - mmaction - INFO - Epoch [61][3660/3757] lr: 1.000e-03, eta: 3 days, 7:37:32, time: 2.034, data_time: 0.008, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8633, loss_cls: 1.3448, loss: 1.3448, grad_norm: 7.2680 2020-07-30 08:08:56,215 - mmaction - INFO - Epoch [61][3680/3757] lr: 1.000e-03, eta: 3 days, 7:36:54, time: 2.004, data_time: 0.006, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8547, loss_cls: 1.3455, loss: 1.3455, grad_norm: 7.2620 2020-07-30 08:09:38,301 - mmaction - INFO - Epoch [61][3700/3757] lr: 1.000e-03, eta: 3 days, 7:36:17, time: 2.102, data_time: 0.008, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8477, loss_cls: 1.4678, loss: 1.4678, grad_norm: 7.6012 2020-07-30 08:10:13,161 - mmaction - INFO - Epoch [61][3720/3757] lr: 1.000e-03, eta: 3 days, 7:35:35, time: 1.740, data_time: 0.007, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8555, loss_cls: 1.3877, loss: 1.3877, grad_norm: 7.3273 2020-07-30 08:10:50,324 - mmaction - INFO - Epoch [61][3740/3757] lr: 1.000e-03, eta: 3 days, 7:34:54, time: 1.863, data_time: 0.013, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8609, loss_cls: 1.3759, loss: 1.3759, grad_norm: 7.5166 2020-07-30 08:11:17,749 - mmaction - INFO - Saving checkpoint at 61 epochs 2020-07-30 08:12:13,025 - mmaction - INFO - Epoch [62][20/3757] lr: 1.000e-03, eta: 3 days, 7:33:30, time: 2.671, data_time: 0.785, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8461, loss_cls: 1.3927, loss: 1.3927, grad_norm: 7.3639 2020-07-30 08:12:56,319 - mmaction - INFO - Epoch [62][40/3757] lr: 1.000e-03, eta: 3 days, 7:32:53, time: 2.157, data_time: 0.011, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8750, loss_cls: 1.2571, loss: 1.2571, grad_norm: 6.9734 2020-07-30 08:13:35,326 - mmaction - INFO - Epoch [62][60/3757] lr: 1.000e-03, eta: 3 days, 7:32:14, time: 1.949, data_time: 0.011, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8492, loss_cls: 1.4594, loss: 1.4594, grad_norm: 7.7549 2020-07-30 08:14:13,578 - mmaction - INFO - Epoch [62][80/3757] lr: 1.000e-03, eta: 3 days, 7:31:35, time: 1.913, data_time: 0.011, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8648, loss_cls: 1.3221, loss: 1.3221, grad_norm: 7.1074 2020-07-30 08:14:53,986 - mmaction - INFO - Epoch [62][100/3757] lr: 1.000e-03, eta: 3 days, 7:30:56, time: 2.027, data_time: 0.012, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8531, loss_cls: 1.4462, loss: 1.4462, grad_norm: 7.5531 2020-07-30 08:15:33,717 - mmaction - INFO - Epoch [62][120/3757] lr: 1.000e-03, eta: 3 days, 7:30:18, time: 1.980, data_time: 0.010, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8484, loss_cls: 1.4046, loss: 1.4046, grad_norm: 7.4029 2020-07-30 08:16:16,679 - mmaction - INFO - Epoch [62][140/3757] lr: 1.000e-03, eta: 3 days, 7:29:41, time: 2.153, data_time: 0.010, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8531, loss_cls: 1.3823, loss: 1.3823, grad_norm: 7.2748 2020-07-30 08:16:49,318 - mmaction - INFO - Epoch [62][160/3757] lr: 1.000e-03, eta: 3 days, 7:28:58, time: 1.631, data_time: 0.037, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8477, loss_cls: 1.4395, loss: 1.4395, grad_norm: 7.5515 2020-07-30 08:17:29,442 - mmaction - INFO - Epoch [62][180/3757] lr: 1.000e-03, eta: 3 days, 7:28:19, time: 2.010, data_time: 1.060, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8617, loss_cls: 1.4375, loss: 1.4375, grad_norm: 7.5356 2020-07-30 08:18:10,569 - mmaction - INFO - Epoch [62][200/3757] lr: 1.000e-03, eta: 3 days, 7:27:42, time: 2.050, data_time: 0.399, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8547, loss_cls: 1.3837, loss: 1.3837, grad_norm: 7.3799 2020-07-30 08:18:46,664 - mmaction - INFO - Epoch [62][220/3757] lr: 1.000e-03, eta: 3 days, 7:27:01, time: 1.811, data_time: 0.009, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8469, loss_cls: 1.4363, loss: 1.4363, grad_norm: 7.3214 2020-07-30 08:19:25,111 - mmaction - INFO - Epoch [62][240/3757] lr: 1.000e-03, eta: 3 days, 7:26:21, time: 1.918, data_time: 0.019, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8438, loss_cls: 1.4418, loss: 1.4418, grad_norm: 7.4512 2020-07-30 08:20:06,190 - mmaction - INFO - Epoch [62][260/3757] lr: 1.000e-03, eta: 3 days, 7:25:43, time: 2.058, data_time: 0.006, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8508, loss_cls: 1.4240, loss: 1.4240, grad_norm: 7.6081 2020-07-30 08:20:43,916 - mmaction - INFO - Epoch [62][280/3757] lr: 1.000e-03, eta: 3 days, 7:25:03, time: 1.885, data_time: 0.002, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8547, loss_cls: 1.3430, loss: 1.3430, grad_norm: 7.3115 2020-07-30 08:21:23,257 - mmaction - INFO - Epoch [62][300/3757] lr: 1.000e-03, eta: 3 days, 7:24:24, time: 1.968, data_time: 0.003, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8602, loss_cls: 1.4025, loss: 1.4025, grad_norm: 7.6003 2020-07-30 08:22:02,145 - mmaction - INFO - Epoch [62][320/3757] lr: 1.000e-03, eta: 3 days, 7:23:45, time: 1.942, data_time: 0.041, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8469, loss_cls: 1.4403, loss: 1.4403, grad_norm: 7.3737 2020-07-30 08:22:42,128 - mmaction - INFO - Epoch [62][340/3757] lr: 1.000e-03, eta: 3 days, 7:23:07, time: 1.998, data_time: 0.013, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8555, loss_cls: 1.3748, loss: 1.3748, grad_norm: 7.4591 2020-07-30 08:23:20,399 - mmaction - INFO - Epoch [62][360/3757] lr: 1.000e-03, eta: 3 days, 7:22:27, time: 1.918, data_time: 0.012, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8625, loss_cls: 1.3796, loss: 1.3796, grad_norm: 7.3522 2020-07-30 08:23:59,572 - mmaction - INFO - Epoch [62][380/3757] lr: 1.000e-03, eta: 3 days, 7:21:48, time: 1.958, data_time: 0.003, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8625, loss_cls: 1.4045, loss: 1.4045, grad_norm: 7.4902 2020-07-30 08:24:38,721 - mmaction - INFO - Epoch [62][400/3757] lr: 1.000e-03, eta: 3 days, 7:21:09, time: 1.954, data_time: 0.008, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8594, loss_cls: 1.4056, loss: 1.4056, grad_norm: 7.5874 2020-07-30 08:25:19,168 - mmaction - INFO - Epoch [62][420/3757] lr: 1.000e-03, eta: 3 days, 7:20:31, time: 2.021, data_time: 0.009, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8594, loss_cls: 1.3560, loss: 1.3560, grad_norm: 7.1268 2020-07-30 08:25:56,013 - mmaction - INFO - Epoch [62][440/3757] lr: 1.000e-03, eta: 3 days, 7:19:50, time: 1.846, data_time: 0.060, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8609, loss_cls: 1.4013, loss: 1.4013, grad_norm: 7.3190 2020-07-30 08:26:37,822 - mmaction - INFO - Epoch [62][460/3757] lr: 1.000e-03, eta: 3 days, 7:19:13, time: 2.089, data_time: 0.156, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8625, loss_cls: 1.3515, loss: 1.3515, grad_norm: 7.5164 2020-07-30 08:27:14,012 - mmaction - INFO - Epoch [62][480/3757] lr: 1.000e-03, eta: 3 days, 7:18:32, time: 1.812, data_time: 0.009, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8609, loss_cls: 1.4034, loss: 1.4034, grad_norm: 7.5568 2020-07-30 08:27:54,174 - mmaction - INFO - Epoch [62][500/3757] lr: 1.000e-03, eta: 3 days, 7:17:53, time: 2.003, data_time: 0.009, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8562, loss_cls: 1.3859, loss: 1.3859, grad_norm: 7.4104 2020-07-30 08:28:32,401 - mmaction - INFO - Epoch [62][520/3757] lr: 1.000e-03, eta: 3 days, 7:17:14, time: 1.913, data_time: 0.009, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8547, loss_cls: 1.3782, loss: 1.3782, grad_norm: 7.4408 2020-07-30 08:29:11,052 - mmaction - INFO - Epoch [62][540/3757] lr: 1.000e-03, eta: 3 days, 7:16:34, time: 1.931, data_time: 0.015, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8594, loss_cls: 1.3619, loss: 1.3619, grad_norm: 7.5568 2020-07-30 08:29:48,760 - mmaction - INFO - Epoch [62][560/3757] lr: 1.000e-03, eta: 3 days, 7:15:54, time: 1.890, data_time: 0.179, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8406, loss_cls: 1.4281, loss: 1.4281, grad_norm: 7.4473 2020-07-30 08:30:29,082 - mmaction - INFO - Epoch [62][580/3757] lr: 1.000e-03, eta: 3 days, 7:15:16, time: 2.012, data_time: 0.247, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8609, loss_cls: 1.3778, loss: 1.3778, grad_norm: 7.4959 2020-07-30 08:31:07,692 - mmaction - INFO - Epoch [62][600/3757] lr: 1.000e-03, eta: 3 days, 7:14:37, time: 1.935, data_time: 0.009, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8664, loss_cls: 1.3325, loss: 1.3325, grad_norm: 7.3078 2020-07-30 08:31:46,536 - mmaction - INFO - Epoch [62][620/3757] lr: 1.000e-03, eta: 3 days, 7:13:57, time: 1.936, data_time: 0.007, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8680, loss_cls: 1.3230, loss: 1.3230, grad_norm: 7.4195 2020-07-30 08:32:26,654 - mmaction - INFO - Epoch [62][640/3757] lr: 1.000e-03, eta: 3 days, 7:13:19, time: 2.011, data_time: 0.010, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8719, loss_cls: 1.3031, loss: 1.3031, grad_norm: 7.2071 2020-07-30 08:33:07,144 - mmaction - INFO - Epoch [62][660/3757] lr: 1.000e-03, eta: 3 days, 7:12:41, time: 2.022, data_time: 0.027, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8625, loss_cls: 1.3242, loss: 1.3242, grad_norm: 7.1951 2020-07-30 08:33:46,382 - mmaction - INFO - Epoch [62][680/3757] lr: 1.000e-03, eta: 3 days, 7:12:02, time: 1.966, data_time: 0.267, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8453, loss_cls: 1.4567, loss: 1.4567, grad_norm: 7.6514 2020-07-30 08:34:25,125 - mmaction - INFO - Epoch [62][700/3757] lr: 1.000e-03, eta: 3 days, 7:11:22, time: 1.929, data_time: 1.094, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8406, loss_cls: 1.4155, loss: 1.4155, grad_norm: 7.3920 2020-07-30 08:35:05,096 - mmaction - INFO - Epoch [62][720/3757] lr: 1.000e-03, eta: 3 days, 7:10:44, time: 2.003, data_time: 1.354, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8594, loss_cls: 1.3800, loss: 1.3800, grad_norm: 7.5169 2020-07-30 08:35:44,488 - mmaction - INFO - Epoch [62][740/3757] lr: 1.000e-03, eta: 3 days, 7:10:05, time: 1.973, data_time: 1.248, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8594, loss_cls: 1.2938, loss: 1.2938, grad_norm: 7.1629 2020-07-30 08:36:23,605 - mmaction - INFO - Epoch [62][760/3757] lr: 1.000e-03, eta: 3 days, 7:09:26, time: 1.951, data_time: 1.104, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8633, loss_cls: 1.3623, loss: 1.3623, grad_norm: 7.2730 2020-07-30 08:37:02,248 - mmaction - INFO - Epoch [62][780/3757] lr: 1.000e-03, eta: 3 days, 7:08:46, time: 1.936, data_time: 1.255, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8602, loss_cls: 1.3798, loss: 1.3798, grad_norm: 7.5517 2020-07-30 08:37:41,465 - mmaction - INFO - Epoch [62][800/3757] lr: 1.000e-03, eta: 3 days, 7:08:07, time: 1.955, data_time: 0.892, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8695, loss_cls: 1.3203, loss: 1.3203, grad_norm: 7.3960 2020-07-30 08:38:20,132 - mmaction - INFO - Epoch [62][820/3757] lr: 1.000e-03, eta: 3 days, 7:07:28, time: 1.940, data_time: 0.963, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8562, loss_cls: 1.3645, loss: 1.3645, grad_norm: 7.2779 2020-07-30 08:39:03,138 - mmaction - INFO - Epoch [62][840/3757] lr: 1.000e-03, eta: 3 days, 7:06:51, time: 2.147, data_time: 1.283, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8516, loss_cls: 1.4368, loss: 1.4368, grad_norm: 7.4255 2020-07-30 08:39:38,852 - mmaction - INFO - Epoch [62][860/3757] lr: 1.000e-03, eta: 3 days, 7:06:10, time: 1.787, data_time: 1.224, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8383, loss_cls: 1.4554, loss: 1.4554, grad_norm: 7.4550 2020-07-30 08:40:18,913 - mmaction - INFO - Epoch [62][880/3757] lr: 1.000e-03, eta: 3 days, 7:05:31, time: 1.997, data_time: 1.004, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8422, loss_cls: 1.4675, loss: 1.4675, grad_norm: 7.5258 2020-07-30 08:40:58,084 - mmaction - INFO - Epoch [62][900/3757] lr: 1.000e-03, eta: 3 days, 7:04:52, time: 1.965, data_time: 0.237, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8398, loss_cls: 1.4830, loss: 1.4830, grad_norm: 7.5623 2020-07-30 08:41:35,536 - mmaction - INFO - Epoch [62][920/3757] lr: 1.000e-03, eta: 3 days, 7:04:12, time: 1.867, data_time: 0.010, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8664, loss_cls: 1.3163, loss: 1.3163, grad_norm: 7.2885 2020-07-30 08:42:11,340 - mmaction - INFO - Epoch [62][940/3757] lr: 1.000e-03, eta: 3 days, 7:03:31, time: 1.790, data_time: 0.011, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8570, loss_cls: 1.3597, loss: 1.3597, grad_norm: 7.0856 2020-07-30 08:42:47,831 - mmaction - INFO - Epoch [62][960/3757] lr: 1.000e-03, eta: 3 days, 7:02:50, time: 1.825, data_time: 0.009, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8422, loss_cls: 1.4440, loss: 1.4440, grad_norm: 7.7070 2020-07-30 08:43:30,709 - mmaction - INFO - Epoch [62][980/3757] lr: 1.000e-03, eta: 3 days, 7:02:14, time: 2.148, data_time: 0.008, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8391, loss_cls: 1.4689, loss: 1.4689, grad_norm: 7.6969 2020-07-30 08:44:08,971 - mmaction - INFO - Epoch [62][1000/3757] lr: 1.000e-03, eta: 3 days, 7:01:34, time: 1.913, data_time: 0.039, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8430, loss_cls: 1.4753, loss: 1.4753, grad_norm: 7.5999 2020-07-30 08:44:48,145 - mmaction - INFO - Epoch [62][1020/3757] lr: 1.000e-03, eta: 3 days, 7:00:55, time: 1.959, data_time: 0.004, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8656, loss_cls: 1.2949, loss: 1.2949, grad_norm: 7.3194 2020-07-30 08:45:28,111 - mmaction - INFO - Epoch [62][1040/3757] lr: 1.000e-03, eta: 3 days, 7:00:16, time: 1.999, data_time: 0.007, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8617, loss_cls: 1.3458, loss: 1.3458, grad_norm: 7.3450 2020-07-30 08:46:06,387 - mmaction - INFO - Epoch [62][1060/3757] lr: 1.000e-03, eta: 3 days, 6:59:37, time: 1.913, data_time: 0.051, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8492, loss_cls: 1.3860, loss: 1.3860, grad_norm: 7.3724 2020-07-30 08:46:45,564 - mmaction - INFO - Epoch [62][1080/3757] lr: 1.000e-03, eta: 3 days, 6:58:58, time: 1.950, data_time: 0.059, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8414, loss_cls: 1.4485, loss: 1.4485, grad_norm: 7.5623 2020-07-30 08:47:23,273 - mmaction - INFO - Epoch [62][1100/3757] lr: 1.000e-03, eta: 3 days, 6:58:18, time: 1.894, data_time: 0.013, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.4060, loss: 1.4060, grad_norm: 7.2700 2020-07-30 08:48:03,785 - mmaction - INFO - Epoch [62][1120/3757] lr: 1.000e-03, eta: 3 days, 6:57:40, time: 2.019, data_time: 0.008, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8633, loss_cls: 1.3833, loss: 1.3833, grad_norm: 7.4119 2020-07-30 08:48:43,787 - mmaction - INFO - Epoch [62][1140/3757] lr: 1.000e-03, eta: 3 days, 6:57:01, time: 2.006, data_time: 0.052, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8641, loss_cls: 1.3156, loss: 1.3156, grad_norm: 7.3485 2020-07-30 08:49:22,259 - mmaction - INFO - Epoch [62][1160/3757] lr: 1.000e-03, eta: 3 days, 6:56:21, time: 1.917, data_time: 0.007, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8500, loss_cls: 1.4410, loss: 1.4410, grad_norm: 7.5212 2020-07-30 08:50:02,912 - mmaction - INFO - Epoch [62][1180/3757] lr: 1.000e-03, eta: 3 days, 6:55:43, time: 2.041, data_time: 0.011, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8727, loss_cls: 1.3489, loss: 1.3489, grad_norm: 7.4300 2020-07-30 08:50:37,477 - mmaction - INFO - Epoch [62][1200/3757] lr: 1.000e-03, eta: 3 days, 6:55:02, time: 1.729, data_time: 0.002, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8531, loss_cls: 1.3415, loss: 1.3415, grad_norm: 7.4031 2020-07-30 08:51:14,867 - mmaction - INFO - Epoch [62][1220/3757] lr: 1.000e-03, eta: 3 days, 6:54:21, time: 1.868, data_time: 0.249, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8438, loss_cls: 1.3690, loss: 1.3690, grad_norm: 7.4644 2020-07-30 08:51:54,148 - mmaction - INFO - Epoch [62][1240/3757] lr: 1.000e-03, eta: 3 days, 6:53:42, time: 1.957, data_time: 0.003, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8578, loss_cls: 1.4267, loss: 1.4267, grad_norm: 7.8523 2020-07-30 08:52:33,909 - mmaction - INFO - Epoch [62][1260/3757] lr: 1.000e-03, eta: 3 days, 6:53:04, time: 1.995, data_time: 0.010, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8508, loss_cls: 1.3818, loss: 1.3818, grad_norm: 7.3387 2020-07-30 08:53:13,106 - mmaction - INFO - Epoch [62][1280/3757] lr: 1.000e-03, eta: 3 days, 6:52:25, time: 1.953, data_time: 0.086, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8625, loss_cls: 1.3261, loss: 1.3261, grad_norm: 7.0750 2020-07-30 08:53:54,067 - mmaction - INFO - Epoch [62][1300/3757] lr: 1.000e-03, eta: 3 days, 6:51:47, time: 2.055, data_time: 0.265, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8609, loss_cls: 1.3326, loss: 1.3326, grad_norm: 7.2513 2020-07-30 08:54:35,010 - mmaction - INFO - Epoch [62][1320/3757] lr: 1.000e-03, eta: 3 days, 6:51:09, time: 2.040, data_time: 1.179, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8656, loss_cls: 1.3667, loss: 1.3667, grad_norm: 7.6568 2020-07-30 08:55:12,468 - mmaction - INFO - Epoch [62][1340/3757] lr: 1.000e-03, eta: 3 days, 6:50:29, time: 1.877, data_time: 1.055, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8516, loss_cls: 1.3655, loss: 1.3655, grad_norm: 7.2884 2020-07-30 08:55:52,480 - mmaction - INFO - Epoch [62][1360/3757] lr: 1.000e-03, eta: 3 days, 6:49:50, time: 2.004, data_time: 1.121, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8320, loss_cls: 1.5006, loss: 1.5006, grad_norm: 7.6770 2020-07-30 08:56:25,895 - mmaction - INFO - Epoch [62][1380/3757] lr: 1.000e-03, eta: 3 days, 6:49:07, time: 1.664, data_time: 0.941, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8492, loss_cls: 1.4090, loss: 1.4090, grad_norm: 7.6486 2020-07-30 08:57:06,116 - mmaction - INFO - Epoch [62][1400/3757] lr: 1.000e-03, eta: 3 days, 6:48:29, time: 2.015, data_time: 0.873, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8422, loss_cls: 1.4903, loss: 1.4903, grad_norm: 7.5656 2020-07-30 08:57:48,072 - mmaction - INFO - Epoch [62][1420/3757] lr: 1.000e-03, eta: 3 days, 6:47:52, time: 2.099, data_time: 0.287, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8500, loss_cls: 1.4064, loss: 1.4064, grad_norm: 7.6089 2020-07-30 08:58:22,216 - mmaction - INFO - Epoch [62][1440/3757] lr: 1.000e-03, eta: 3 days, 6:47:09, time: 1.705, data_time: 0.009, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8570, loss_cls: 1.3850, loss: 1.3850, grad_norm: 7.6125 2020-07-30 08:59:04,886 - mmaction - INFO - Epoch [62][1460/3757] lr: 1.000e-03, eta: 3 days, 6:46:33, time: 2.133, data_time: 0.011, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8570, loss_cls: 1.4116, loss: 1.4116, grad_norm: 7.5411 2020-07-30 08:59:39,666 - mmaction - INFO - Epoch [62][1480/3757] lr: 1.000e-03, eta: 3 days, 6:45:51, time: 1.737, data_time: 0.010, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8594, loss_cls: 1.4165, loss: 1.4165, grad_norm: 7.5190 2020-07-30 09:00:18,942 - mmaction - INFO - Epoch [62][1500/3757] lr: 1.000e-03, eta: 3 days, 6:45:12, time: 1.955, data_time: 0.010, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8453, loss_cls: 1.4583, loss: 1.4583, grad_norm: 7.6882 2020-07-30 09:00:59,339 - mmaction - INFO - Epoch [62][1520/3757] lr: 1.000e-03, eta: 3 days, 6:44:34, time: 2.031, data_time: 0.308, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8703, loss_cls: 1.3445, loss: 1.3445, grad_norm: 7.4119 2020-07-30 09:01:39,456 - mmaction - INFO - Epoch [62][1540/3757] lr: 1.000e-03, eta: 3 days, 6:43:55, time: 2.002, data_time: 0.437, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8531, loss_cls: 1.3717, loss: 1.3717, grad_norm: 7.2099 2020-07-30 09:02:20,359 - mmaction - INFO - Epoch [62][1560/3757] lr: 1.000e-03, eta: 3 days, 6:43:17, time: 2.050, data_time: 0.398, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8531, loss_cls: 1.3731, loss: 1.3731, grad_norm: 7.5524 2020-07-30 09:03:00,253 - mmaction - INFO - Epoch [62][1580/3757] lr: 1.000e-03, eta: 3 days, 6:42:39, time: 1.995, data_time: 0.006, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8578, loss_cls: 1.3524, loss: 1.3524, grad_norm: 7.6021 2020-07-30 09:03:38,445 - mmaction - INFO - Epoch [62][1600/3757] lr: 1.000e-03, eta: 3 days, 6:41:59, time: 1.912, data_time: 0.008, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8766, loss_cls: 1.3522, loss: 1.3522, grad_norm: 7.3891 2020-07-30 09:04:17,652 - mmaction - INFO - Epoch [62][1620/3757] lr: 1.000e-03, eta: 3 days, 6:41:20, time: 1.952, data_time: 0.008, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8508, loss_cls: 1.4254, loss: 1.4254, grad_norm: 7.8234 2020-07-30 09:04:57,290 - mmaction - INFO - Epoch [62][1640/3757] lr: 1.000e-03, eta: 3 days, 6:40:41, time: 1.991, data_time: 0.095, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8695, loss_cls: 1.3437, loss: 1.3437, grad_norm: 7.5155 2020-07-30 09:05:40,205 - mmaction - INFO - Epoch [62][1660/3757] lr: 1.000e-03, eta: 3 days, 6:40:04, time: 2.138, data_time: 0.120, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8414, loss_cls: 1.4763, loss: 1.4763, grad_norm: 7.6298 2020-07-30 09:06:20,433 - mmaction - INFO - Epoch [62][1680/3757] lr: 1.000e-03, eta: 3 days, 6:39:26, time: 2.019, data_time: 0.012, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8578, loss_cls: 1.4522, loss: 1.4522, grad_norm: 7.7145 2020-07-30 09:06:56,082 - mmaction - INFO - Epoch [62][1700/3757] lr: 1.000e-03, eta: 3 days, 6:38:45, time: 1.779, data_time: 0.004, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8688, loss_cls: 1.3199, loss: 1.3199, grad_norm: 7.3324 2020-07-30 09:07:35,369 - mmaction - INFO - Epoch [62][1720/3757] lr: 1.000e-03, eta: 3 days, 6:38:06, time: 1.967, data_time: 0.176, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8234, loss_cls: 1.5096, loss: 1.5096, grad_norm: 7.7866 2020-07-30 09:08:12,864 - mmaction - INFO - Epoch [62][1740/3757] lr: 1.000e-03, eta: 3 days, 6:37:26, time: 1.876, data_time: 0.008, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8594, loss_cls: 1.3349, loss: 1.3349, grad_norm: 7.2158 2020-07-30 09:08:51,751 - mmaction - INFO - Epoch [62][1760/3757] lr: 1.000e-03, eta: 3 days, 6:36:46, time: 1.936, data_time: 0.006, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8594, loss_cls: 1.3276, loss: 1.3276, grad_norm: 7.1287 2020-07-30 09:09:27,186 - mmaction - INFO - Epoch [62][1780/3757] lr: 1.000e-03, eta: 3 days, 6:36:05, time: 1.779, data_time: 0.011, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8492, loss_cls: 1.4169, loss: 1.4169, grad_norm: 7.5008 2020-07-30 09:10:06,995 - mmaction - INFO - Epoch [62][1800/3757] lr: 1.000e-03, eta: 3 days, 6:35:26, time: 1.991, data_time: 0.008, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8562, loss_cls: 1.3573, loss: 1.3573, grad_norm: 7.6629 2020-07-30 09:10:44,744 - mmaction - INFO - Epoch [62][1820/3757] lr: 1.000e-03, eta: 3 days, 6:34:46, time: 1.889, data_time: 0.150, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8453, loss_cls: 1.4063, loss: 1.4063, grad_norm: 7.4428 2020-07-30 09:11:25,564 - mmaction - INFO - Epoch [62][1840/3757] lr: 1.000e-03, eta: 3 days, 6:34:08, time: 2.035, data_time: 0.020, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8516, loss_cls: 1.4254, loss: 1.4254, grad_norm: 7.6525 2020-07-30 09:12:06,559 - mmaction - INFO - Epoch [62][1860/3757] lr: 1.000e-03, eta: 3 days, 6:33:30, time: 2.054, data_time: 0.014, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8516, loss_cls: 1.3802, loss: 1.3802, grad_norm: 7.4507 2020-07-30 09:12:41,952 - mmaction - INFO - Epoch [62][1880/3757] lr: 1.000e-03, eta: 3 days, 6:32:49, time: 1.764, data_time: 0.019, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8539, loss_cls: 1.3697, loss: 1.3697, grad_norm: 7.4049 2020-07-30 09:13:19,716 - mmaction - INFO - Epoch [62][1900/3757] lr: 1.000e-03, eta: 3 days, 6:32:09, time: 1.893, data_time: 0.028, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8523, loss_cls: 1.3900, loss: 1.3900, grad_norm: 7.5451 2020-07-30 09:14:02,079 - mmaction - INFO - Epoch [62][1920/3757] lr: 1.000e-03, eta: 3 days, 6:31:32, time: 2.118, data_time: 0.013, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8633, loss_cls: 1.3382, loss: 1.3382, grad_norm: 7.4362 2020-07-30 09:14:41,503 - mmaction - INFO - Epoch [62][1940/3757] lr: 1.000e-03, eta: 3 days, 6:30:53, time: 1.971, data_time: 0.008, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8492, loss_cls: 1.4960, loss: 1.4960, grad_norm: 7.7997 2020-07-30 09:15:16,828 - mmaction - INFO - Epoch [62][1960/3757] lr: 1.000e-03, eta: 3 days, 6:30:12, time: 1.757, data_time: 0.003, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8547, loss_cls: 1.3644, loss: 1.3644, grad_norm: 7.4425 2020-07-30 09:15:54,255 - mmaction - INFO - Epoch [62][1980/3757] lr: 1.000e-03, eta: 3 days, 6:29:32, time: 1.881, data_time: 0.013, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8516, loss_cls: 1.4175, loss: 1.4175, grad_norm: 7.6267 2020-07-30 09:16:38,348 - mmaction - INFO - Epoch [62][2000/3757] lr: 1.000e-03, eta: 3 days, 6:28:55, time: 2.196, data_time: 0.009, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8531, loss_cls: 1.3659, loss: 1.3659, grad_norm: 7.4145 2020-07-30 09:17:21,219 - mmaction - INFO - Epoch [62][2020/3757] lr: 1.000e-03, eta: 3 days, 6:28:19, time: 2.148, data_time: 0.012, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8594, loss_cls: 1.3494, loss: 1.3494, grad_norm: 7.2502 2020-07-30 09:17:55,205 - mmaction - INFO - Epoch [62][2040/3757] lr: 1.000e-03, eta: 3 days, 6:27:37, time: 1.703, data_time: 0.011, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8383, loss_cls: 1.4322, loss: 1.4322, grad_norm: 7.4260 2020-07-30 09:18:33,117 - mmaction - INFO - Epoch [62][2060/3757] lr: 1.000e-03, eta: 3 days, 6:26:57, time: 1.897, data_time: 0.005, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8523, loss_cls: 1.4413, loss: 1.4413, grad_norm: 7.6047 2020-07-30 09:19:13,441 - mmaction - INFO - Epoch [62][2080/3757] lr: 1.000e-03, eta: 3 days, 6:26:18, time: 2.016, data_time: 0.002, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8547, loss_cls: 1.3896, loss: 1.3896, grad_norm: 7.4611 2020-07-30 09:19:53,086 - mmaction - INFO - Epoch [62][2100/3757] lr: 1.000e-03, eta: 3 days, 6:25:40, time: 1.974, data_time: 0.007, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8609, loss_cls: 1.3357, loss: 1.3357, grad_norm: 7.2312 2020-07-30 09:20:31,303 - mmaction - INFO - Epoch [62][2120/3757] lr: 1.000e-03, eta: 3 days, 6:25:00, time: 1.913, data_time: 0.017, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8695, loss_cls: 1.4103, loss: 1.4103, grad_norm: 7.8314 2020-07-30 09:21:12,897 - mmaction - INFO - Epoch [62][2140/3757] lr: 1.000e-03, eta: 3 days, 6:24:22, time: 2.084, data_time: 0.009, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8602, loss_cls: 1.3740, loss: 1.3740, grad_norm: 7.6432 2020-07-30 09:21:52,033 - mmaction - INFO - Epoch [62][2160/3757] lr: 1.000e-03, eta: 3 days, 6:23:43, time: 1.953, data_time: 0.241, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8414, loss_cls: 1.4435, loss: 1.4435, grad_norm: 7.6146 2020-07-30 09:22:31,376 - mmaction - INFO - Epoch [62][2180/3757] lr: 1.000e-03, eta: 3 days, 6:23:04, time: 1.967, data_time: 0.516, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8422, loss_cls: 1.4084, loss: 1.4084, grad_norm: 7.5734 2020-07-30 09:23:04,313 - mmaction - INFO - Epoch [62][2200/3757] lr: 1.000e-03, eta: 3 days, 6:22:21, time: 1.650, data_time: 0.392, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8469, loss_cls: 1.4306, loss: 1.4306, grad_norm: 7.5353 2020-07-30 09:23:45,221 - mmaction - INFO - Epoch [62][2220/3757] lr: 1.000e-03, eta: 3 days, 6:21:43, time: 2.043, data_time: 0.420, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8258, loss_cls: 1.4997, loss: 1.4997, grad_norm: 7.8471 2020-07-30 09:24:28,958 - mmaction - INFO - Epoch [62][2240/3757] lr: 1.000e-03, eta: 3 days, 6:21:07, time: 2.185, data_time: 0.007, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8508, loss_cls: 1.4370, loss: 1.4370, grad_norm: 7.6241 2020-07-30 09:25:08,120 - mmaction - INFO - Epoch [62][2260/3757] lr: 1.000e-03, eta: 3 days, 6:20:28, time: 1.964, data_time: 0.129, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8617, loss_cls: 1.3636, loss: 1.3636, grad_norm: 7.4575 2020-07-30 09:25:46,265 - mmaction - INFO - Epoch [62][2280/3757] lr: 1.000e-03, eta: 3 days, 6:19:49, time: 1.908, data_time: 0.003, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8508, loss_cls: 1.4285, loss: 1.4285, grad_norm: 7.7897 2020-07-30 09:26:26,116 - mmaction - INFO - Epoch [62][2300/3757] lr: 1.000e-03, eta: 3 days, 6:19:10, time: 1.989, data_time: 0.009, memory: 5170, top1_acc: 0.6359, top5_acc: 0.8492, loss_cls: 1.4786, loss: 1.4786, grad_norm: 7.6746 2020-07-30 09:27:04,659 - mmaction - INFO - Epoch [62][2320/3757] lr: 1.000e-03, eta: 3 days, 6:18:30, time: 1.931, data_time: 0.007, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8547, loss_cls: 1.3877, loss: 1.3877, grad_norm: 7.5149 2020-07-30 09:27:44,017 - mmaction - INFO - Epoch [62][2340/3757] lr: 1.000e-03, eta: 3 days, 6:17:51, time: 1.960, data_time: 0.018, memory: 5170, top1_acc: 0.6203, top5_acc: 0.8391, loss_cls: 1.4745, loss: 1.4745, grad_norm: 7.6738 2020-07-30 09:28:19,495 - mmaction - INFO - Epoch [62][2360/3757] lr: 1.000e-03, eta: 3 days, 6:17:10, time: 1.782, data_time: 0.619, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8648, loss_cls: 1.3537, loss: 1.3537, grad_norm: 7.5394 2020-07-30 09:28:59,536 - mmaction - INFO - Epoch [62][2380/3757] lr: 1.000e-03, eta: 3 days, 6:16:32, time: 2.002, data_time: 1.223, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8578, loss_cls: 1.3937, loss: 1.3937, grad_norm: 7.5691 2020-07-30 09:29:38,507 - mmaction - INFO - Epoch [62][2400/3757] lr: 1.000e-03, eta: 3 days, 6:15:52, time: 1.948, data_time: 0.599, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8602, loss_cls: 1.3857, loss: 1.3857, grad_norm: 7.5490 2020-07-30 09:30:16,764 - mmaction - INFO - Epoch [62][2420/3757] lr: 1.000e-03, eta: 3 days, 6:15:13, time: 1.907, data_time: 0.558, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8531, loss_cls: 1.4177, loss: 1.4177, grad_norm: 7.4057 2020-07-30 09:30:57,907 - mmaction - INFO - Epoch [62][2440/3757] lr: 1.000e-03, eta: 3 days, 6:14:35, time: 2.062, data_time: 0.813, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8453, loss_cls: 1.4388, loss: 1.4388, grad_norm: 7.5381 2020-07-30 09:31:38,794 - mmaction - INFO - Epoch [62][2460/3757] lr: 1.000e-03, eta: 3 days, 6:13:57, time: 2.042, data_time: 0.059, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8594, loss_cls: 1.3577, loss: 1.3577, grad_norm: 7.5610 2020-07-30 09:32:12,766 - mmaction - INFO - Epoch [62][2480/3757] lr: 1.000e-03, eta: 3 days, 6:13:15, time: 1.702, data_time: 0.009, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8453, loss_cls: 1.4324, loss: 1.4324, grad_norm: 7.6699 2020-07-30 09:32:56,154 - mmaction - INFO - Epoch [62][2500/3757] lr: 1.000e-03, eta: 3 days, 6:12:38, time: 2.165, data_time: 0.305, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8484, loss_cls: 1.4284, loss: 1.4284, grad_norm: 7.5605 2020-07-30 09:33:33,023 - mmaction - INFO - Epoch [62][2520/3757] lr: 1.000e-03, eta: 3 days, 6:11:58, time: 1.849, data_time: 0.007, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8508, loss_cls: 1.4353, loss: 1.4353, grad_norm: 7.8737 2020-07-30 09:34:09,750 - mmaction - INFO - Epoch [62][2540/3757] lr: 1.000e-03, eta: 3 days, 6:11:17, time: 1.836, data_time: 0.052, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8406, loss_cls: 1.4810, loss: 1.4810, grad_norm: 7.7595 2020-07-30 09:34:49,460 - mmaction - INFO - Epoch [62][2560/3757] lr: 1.000e-03, eta: 3 days, 6:10:39, time: 1.985, data_time: 0.002, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8523, loss_cls: 1.4034, loss: 1.4034, grad_norm: 7.5306 2020-07-30 09:35:28,679 - mmaction - INFO - Epoch [62][2580/3757] lr: 1.000e-03, eta: 3 days, 6:09:59, time: 1.957, data_time: 0.026, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8523, loss_cls: 1.3831, loss: 1.3831, grad_norm: 7.4894 2020-07-30 09:36:06,900 - mmaction - INFO - Epoch [62][2600/3757] lr: 1.000e-03, eta: 3 days, 6:09:20, time: 1.916, data_time: 0.007, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8820, loss_cls: 1.3317, loss: 1.3317, grad_norm: 7.3946 2020-07-30 09:36:48,791 - mmaction - INFO - Epoch [62][2620/3757] lr: 1.000e-03, eta: 3 days, 6:08:42, time: 2.088, data_time: 0.008, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8391, loss_cls: 1.4559, loss: 1.4559, grad_norm: 7.7383 2020-07-30 09:37:27,400 - mmaction - INFO - Epoch [62][2640/3757] lr: 1.000e-03, eta: 3 days, 6:08:03, time: 1.937, data_time: 0.063, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8508, loss_cls: 1.3901, loss: 1.3901, grad_norm: 7.4864 2020-07-30 09:38:06,320 - mmaction - INFO - Epoch [62][2660/3757] lr: 1.000e-03, eta: 3 days, 6:07:24, time: 1.942, data_time: 0.007, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8516, loss_cls: 1.3964, loss: 1.3964, grad_norm: 7.4590 2020-07-30 09:38:45,720 - mmaction - INFO - Epoch [62][2680/3757] lr: 1.000e-03, eta: 3 days, 6:06:45, time: 1.972, data_time: 0.009, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8508, loss_cls: 1.3548, loss: 1.3548, grad_norm: 7.3165 2020-07-30 09:39:24,536 - mmaction - INFO - Epoch [62][2700/3757] lr: 1.000e-03, eta: 3 days, 6:06:06, time: 1.937, data_time: 0.064, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8703, loss_cls: 1.2967, loss: 1.2967, grad_norm: 7.2923 2020-07-30 09:40:04,043 - mmaction - INFO - Epoch [62][2720/3757] lr: 1.000e-03, eta: 3 days, 6:05:27, time: 1.979, data_time: 0.102, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8516, loss_cls: 1.4049, loss: 1.4049, grad_norm: 7.5429 2020-07-30 09:40:41,638 - mmaction - INFO - Epoch [62][2740/3757] lr: 1.000e-03, eta: 3 days, 6:04:47, time: 1.880, data_time: 0.566, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8547, loss_cls: 1.4027, loss: 1.4027, grad_norm: 7.8184 2020-07-30 09:41:20,877 - mmaction - INFO - Epoch [62][2760/3757] lr: 1.000e-03, eta: 3 days, 6:04:08, time: 1.954, data_time: 1.305, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8477, loss_cls: 1.4326, loss: 1.4326, grad_norm: 7.3527 2020-07-30 09:41:59,599 - mmaction - INFO - Epoch [62][2780/3757] lr: 1.000e-03, eta: 3 days, 6:03:28, time: 1.943, data_time: 0.775, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8680, loss_cls: 1.3174, loss: 1.3174, grad_norm: 7.3257 2020-07-30 09:42:39,918 - mmaction - INFO - Epoch [62][2800/3757] lr: 1.000e-03, eta: 3 days, 6:02:50, time: 2.016, data_time: 0.283, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8625, loss_cls: 1.3576, loss: 1.3576, grad_norm: 7.4816 2020-07-30 09:43:19,233 - mmaction - INFO - Epoch [62][2820/3757] lr: 1.000e-03, eta: 3 days, 6:02:11, time: 1.966, data_time: 0.034, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8406, loss_cls: 1.4476, loss: 1.4476, grad_norm: 7.6179 2020-07-30 09:43:58,692 - mmaction - INFO - Epoch [62][2840/3757] lr: 1.000e-03, eta: 3 days, 6:01:32, time: 1.974, data_time: 0.009, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8562, loss_cls: 1.4260, loss: 1.4260, grad_norm: 7.4729 2020-07-30 09:44:36,726 - mmaction - INFO - Epoch [62][2860/3757] lr: 1.000e-03, eta: 3 days, 6:00:53, time: 1.901, data_time: 0.002, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8391, loss_cls: 1.4530, loss: 1.4530, grad_norm: 7.3541 2020-07-30 09:45:16,739 - mmaction - INFO - Epoch [62][2880/3757] lr: 1.000e-03, eta: 3 days, 6:00:14, time: 1.994, data_time: 0.016, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8453, loss_cls: 1.4347, loss: 1.4347, grad_norm: 7.4881 2020-07-30 09:45:57,035 - mmaction - INFO - Epoch [62][2900/3757] lr: 1.000e-03, eta: 3 days, 5:59:36, time: 2.022, data_time: 0.010, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8258, loss_cls: 1.5084, loss: 1.5084, grad_norm: 7.6790 2020-07-30 09:46:32,501 - mmaction - INFO - Epoch [62][2920/3757] lr: 1.000e-03, eta: 3 days, 5:58:54, time: 1.769, data_time: 0.012, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8539, loss_cls: 1.4030, loss: 1.4030, grad_norm: 7.2510 2020-07-30 09:47:12,535 - mmaction - INFO - Epoch [62][2940/3757] lr: 1.000e-03, eta: 3 days, 5:58:16, time: 2.004, data_time: 0.010, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8477, loss_cls: 1.4414, loss: 1.4414, grad_norm: 7.5522 2020-07-30 09:47:53,518 - mmaction - INFO - Epoch [62][2960/3757] lr: 1.000e-03, eta: 3 days, 5:57:38, time: 2.039, data_time: 0.036, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8422, loss_cls: 1.4940, loss: 1.4940, grad_norm: 7.6365 2020-07-30 09:48:29,612 - mmaction - INFO - Epoch [62][2980/3757] lr: 1.000e-03, eta: 3 days, 5:56:57, time: 1.816, data_time: 0.016, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8539, loss_cls: 1.4033, loss: 1.4033, grad_norm: 7.5451 2020-07-30 09:49:09,850 - mmaction - INFO - Epoch [62][3000/3757] lr: 1.000e-03, eta: 3 days, 5:56:18, time: 2.010, data_time: 0.008, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8633, loss_cls: 1.4092, loss: 1.4092, grad_norm: 7.5380 2020-07-30 09:49:45,005 - mmaction - INFO - Epoch [62][3020/3757] lr: 1.000e-03, eta: 3 days, 5:55:37, time: 1.760, data_time: 0.043, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8406, loss_cls: 1.4771, loss: 1.4771, grad_norm: 7.6139 2020-07-30 09:50:26,796 - mmaction - INFO - Epoch [62][3040/3757] lr: 1.000e-03, eta: 3 days, 5:55:00, time: 2.090, data_time: 0.333, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8484, loss_cls: 1.4471, loss: 1.4471, grad_norm: 7.4557 2020-07-30 09:51:07,451 - mmaction - INFO - Epoch [62][3060/3757] lr: 1.000e-03, eta: 3 days, 5:54:21, time: 2.032, data_time: 0.064, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8414, loss_cls: 1.4080, loss: 1.4080, grad_norm: 7.3717 2020-07-30 09:51:44,982 - mmaction - INFO - Epoch [62][3080/3757] lr: 1.000e-03, eta: 3 days, 5:53:41, time: 1.867, data_time: 0.019, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8633, loss_cls: 1.3752, loss: 1.3752, grad_norm: 7.4973 2020-07-30 09:52:22,185 - mmaction - INFO - Epoch [62][3100/3757] lr: 1.000e-03, eta: 3 days, 5:53:01, time: 1.870, data_time: 0.021, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8766, loss_cls: 1.3798, loss: 1.3798, grad_norm: 7.4342 2020-07-30 09:52:58,597 - mmaction - INFO - Epoch [62][3120/3757] lr: 1.000e-03, eta: 3 days, 5:52:20, time: 1.821, data_time: 0.016, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8227, loss_cls: 1.4857, loss: 1.4857, grad_norm: 7.4794 2020-07-30 09:53:37,570 - mmaction - INFO - Epoch [62][3140/3757] lr: 1.000e-03, eta: 3 days, 5:51:41, time: 1.948, data_time: 0.091, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8539, loss_cls: 1.4443, loss: 1.4443, grad_norm: 7.5945 2020-07-30 09:54:22,341 - mmaction - INFO - Epoch [62][3160/3757] lr: 1.000e-03, eta: 3 days, 5:51:05, time: 2.235, data_time: 0.021, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8547, loss_cls: 1.4032, loss: 1.4032, grad_norm: 7.5018 2020-07-30 09:54:59,124 - mmaction - INFO - Epoch [62][3180/3757] lr: 1.000e-03, eta: 3 days, 5:50:25, time: 1.838, data_time: 0.011, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8586, loss_cls: 1.3614, loss: 1.3614, grad_norm: 7.3129 2020-07-30 09:55:39,750 - mmaction - INFO - Epoch [62][3200/3757] lr: 1.000e-03, eta: 3 days, 5:49:47, time: 2.037, data_time: 0.013, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8461, loss_cls: 1.4072, loss: 1.4072, grad_norm: 7.6843 2020-07-30 09:56:23,042 - mmaction - INFO - Epoch [62][3220/3757] lr: 1.000e-03, eta: 3 days, 5:49:10, time: 2.160, data_time: 0.004, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8391, loss_cls: 1.4546, loss: 1.4546, grad_norm: 7.6197 2020-07-30 09:56:59,036 - mmaction - INFO - Epoch [62][3240/3757] lr: 1.000e-03, eta: 3 days, 5:48:29, time: 1.804, data_time: 0.011, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8711, loss_cls: 1.3746, loss: 1.3746, grad_norm: 7.5507 2020-07-30 09:57:37,801 - mmaction - INFO - Epoch [62][3260/3757] lr: 1.000e-03, eta: 3 days, 5:47:50, time: 1.930, data_time: 0.008, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8594, loss_cls: 1.3664, loss: 1.3664, grad_norm: 7.2592 2020-07-30 09:58:13,943 - mmaction - INFO - Epoch [62][3280/3757] lr: 1.000e-03, eta: 3 days, 5:47:09, time: 1.815, data_time: 0.014, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8516, loss_cls: 1.4795, loss: 1.4795, grad_norm: 7.7710 2020-07-30 09:58:53,558 - mmaction - INFO - Epoch [62][3300/3757] lr: 1.000e-03, eta: 3 days, 5:46:30, time: 1.973, data_time: 0.090, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8391, loss_cls: 1.4591, loss: 1.4591, grad_norm: 7.7509 2020-07-30 09:59:36,020 - mmaction - INFO - Epoch [62][3320/3757] lr: 1.000e-03, eta: 3 days, 5:45:53, time: 2.129, data_time: 0.030, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8484, loss_cls: 1.4093, loss: 1.4093, grad_norm: 7.4617 2020-07-30 10:00:11,628 - mmaction - INFO - Epoch [62][3340/3757] lr: 1.000e-03, eta: 3 days, 5:45:12, time: 1.774, data_time: 0.010, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8555, loss_cls: 1.4206, loss: 1.4206, grad_norm: 7.4606 2020-07-30 10:00:47,552 - mmaction - INFO - Epoch [62][3360/3757] lr: 1.000e-03, eta: 3 days, 5:44:31, time: 1.804, data_time: 0.024, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8531, loss_cls: 1.4297, loss: 1.4297, grad_norm: 7.5770 2020-07-30 10:01:29,720 - mmaction - INFO - Epoch [62][3380/3757] lr: 1.000e-03, eta: 3 days, 5:43:54, time: 2.102, data_time: 0.008, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8445, loss_cls: 1.4043, loss: 1.4043, grad_norm: 7.4567 2020-07-30 10:02:06,283 - mmaction - INFO - Epoch [62][3400/3757] lr: 1.000e-03, eta: 3 days, 5:43:13, time: 1.836, data_time: 0.089, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8461, loss_cls: 1.4602, loss: 1.4602, grad_norm: 7.6590 2020-07-30 10:02:47,551 - mmaction - INFO - Epoch [62][3420/3757] lr: 1.000e-03, eta: 3 days, 5:42:35, time: 2.063, data_time: 0.126, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8375, loss_cls: 1.4601, loss: 1.4601, grad_norm: 7.5985 2020-07-30 10:03:24,796 - mmaction - INFO - Epoch [62][3440/3757] lr: 1.000e-03, eta: 3 days, 5:41:55, time: 1.858, data_time: 0.009, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8766, loss_cls: 1.2628, loss: 1.2628, grad_norm: 7.1402 2020-07-30 10:04:05,395 - mmaction - INFO - Epoch [62][3460/3757] lr: 1.000e-03, eta: 3 days, 5:41:17, time: 2.034, data_time: 0.011, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8578, loss_cls: 1.3764, loss: 1.3764, grad_norm: 7.5372 2020-07-30 10:04:44,903 - mmaction - INFO - Epoch [62][3480/3757] lr: 1.000e-03, eta: 3 days, 5:40:38, time: 1.974, data_time: 0.004, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8711, loss_cls: 1.3758, loss: 1.3758, grad_norm: 7.5751 2020-07-30 10:05:24,489 - mmaction - INFO - Epoch [62][3500/3757] lr: 1.000e-03, eta: 3 days, 5:39:59, time: 1.975, data_time: 0.010, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8477, loss_cls: 1.3703, loss: 1.3703, grad_norm: 7.3346 2020-07-30 10:06:01,777 - mmaction - INFO - Epoch [62][3520/3757] lr: 1.000e-03, eta: 3 days, 5:39:19, time: 1.869, data_time: 0.084, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8531, loss_cls: 1.4450, loss: 1.4450, grad_norm: 7.6828 2020-07-30 10:06:42,490 - mmaction - INFO - Epoch [62][3540/3757] lr: 1.000e-03, eta: 3 days, 5:38:41, time: 2.036, data_time: 0.004, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8562, loss_cls: 1.4014, loss: 1.4014, grad_norm: 7.6102 2020-07-30 10:07:21,773 - mmaction - INFO - Epoch [62][3560/3757] lr: 1.000e-03, eta: 3 days, 5:38:02, time: 1.965, data_time: 0.008, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8742, loss_cls: 1.2548, loss: 1.2548, grad_norm: 7.2139 2020-07-30 10:07:58,129 - mmaction - INFO - Epoch [62][3580/3757] lr: 1.000e-03, eta: 3 days, 5:37:21, time: 1.818, data_time: 0.002, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8469, loss_cls: 1.4413, loss: 1.4413, grad_norm: 7.5827 2020-07-30 10:08:39,992 - mmaction - INFO - Epoch [62][3600/3757] lr: 1.000e-03, eta: 3 days, 5:36:44, time: 2.087, data_time: 0.008, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8492, loss_cls: 1.4361, loss: 1.4361, grad_norm: 7.4991 2020-07-30 10:09:19,784 - mmaction - INFO - Epoch [62][3620/3757] lr: 1.000e-03, eta: 3 days, 5:36:05, time: 1.995, data_time: 0.010, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8531, loss_cls: 1.4030, loss: 1.4030, grad_norm: 7.4867 2020-07-30 10:09:56,548 - mmaction - INFO - Epoch [62][3640/3757] lr: 1.000e-03, eta: 3 days, 5:35:24, time: 1.832, data_time: 0.008, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8500, loss_cls: 1.4048, loss: 1.4048, grad_norm: 7.6162 2020-07-30 10:10:37,897 - mmaction - INFO - Epoch [62][3660/3757] lr: 1.000e-03, eta: 3 days, 5:34:47, time: 2.075, data_time: 0.011, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8383, loss_cls: 1.4690, loss: 1.4690, grad_norm: 7.6688 2020-07-30 10:11:15,648 - mmaction - INFO - Epoch [62][3680/3757] lr: 1.000e-03, eta: 3 days, 5:34:07, time: 1.880, data_time: 0.609, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8609, loss_cls: 1.3710, loss: 1.3710, grad_norm: 7.3844 2020-07-30 10:11:53,884 - mmaction - INFO - Epoch [62][3700/3757] lr: 1.000e-03, eta: 3 days, 5:33:27, time: 1.919, data_time: 0.354, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8469, loss_cls: 1.4936, loss: 1.4936, grad_norm: 8.0701 2020-07-30 10:12:35,143 - mmaction - INFO - Epoch [62][3720/3757] lr: 1.000e-03, eta: 3 days, 5:32:49, time: 2.059, data_time: 0.003, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8539, loss_cls: 1.3883, loss: 1.3883, grad_norm: 7.5620 2020-07-30 10:13:14,630 - mmaction - INFO - Epoch [62][3740/3757] lr: 1.000e-03, eta: 3 days, 5:32:11, time: 1.973, data_time: 0.007, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8477, loss_cls: 1.3606, loss: 1.3606, grad_norm: 7.6448 2020-07-30 10:13:39,921 - mmaction - INFO - Saving checkpoint at 62 epochs 2020-07-30 10:14:36,970 - mmaction - INFO - Epoch [63][20/3757] lr: 1.000e-03, eta: 3 days, 5:30:48, time: 2.753, data_time: 1.205, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8477, loss_cls: 1.4183, loss: 1.4183, grad_norm: 7.5869 2020-07-30 10:15:16,358 - mmaction - INFO - Epoch [63][40/3757] lr: 1.000e-03, eta: 3 days, 5:30:09, time: 1.970, data_time: 0.144, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8625, loss_cls: 1.2953, loss: 1.2953, grad_norm: 7.3062 2020-07-30 10:15:54,721 - mmaction - INFO - Epoch [63][60/3757] lr: 1.000e-03, eta: 3 days, 5:29:29, time: 1.925, data_time: 0.011, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8586, loss_cls: 1.3774, loss: 1.3774, grad_norm: 7.3924 2020-07-30 10:16:37,084 - mmaction - INFO - Epoch [63][80/3757] lr: 1.000e-03, eta: 3 days, 5:28:52, time: 2.113, data_time: 0.013, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8531, loss_cls: 1.3811, loss: 1.3811, grad_norm: 7.5793 2020-07-30 10:17:15,365 - mmaction - INFO - Epoch [63][100/3757] lr: 1.000e-03, eta: 3 days, 5:28:13, time: 1.919, data_time: 0.010, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8359, loss_cls: 1.4991, loss: 1.4991, grad_norm: 7.9020 2020-07-30 10:17:52,936 - mmaction - INFO - Epoch [63][120/3757] lr: 1.000e-03, eta: 3 days, 5:27:33, time: 1.876, data_time: 0.009, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8508, loss_cls: 1.3615, loss: 1.3615, grad_norm: 7.4177 2020-07-30 10:18:31,747 - mmaction - INFO - Epoch [63][140/3757] lr: 1.000e-03, eta: 3 days, 5:26:53, time: 1.943, data_time: 0.011, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8594, loss_cls: 1.3556, loss: 1.3556, grad_norm: 7.4255 2020-07-30 10:19:13,904 - mmaction - INFO - Epoch [63][160/3757] lr: 1.000e-03, eta: 3 days, 5:26:16, time: 2.102, data_time: 0.016, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8633, loss_cls: 1.3606, loss: 1.3606, grad_norm: 7.5228 2020-07-30 10:19:52,431 - mmaction - INFO - Epoch [63][180/3757] lr: 1.000e-03, eta: 3 days, 5:25:37, time: 1.927, data_time: 0.010, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8602, loss_cls: 1.4180, loss: 1.4180, grad_norm: 7.7443 2020-07-30 10:20:34,626 - mmaction - INFO - Epoch [63][200/3757] lr: 1.000e-03, eta: 3 days, 5:24:59, time: 2.110, data_time: 0.010, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8422, loss_cls: 1.4311, loss: 1.4311, grad_norm: 7.7366 2020-07-30 10:21:10,829 - mmaction - INFO - Epoch [63][220/3757] lr: 1.000e-03, eta: 3 days, 5:24:19, time: 1.815, data_time: 0.010, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8586, loss_cls: 1.3795, loss: 1.3795, grad_norm: 7.5158 2020-07-30 10:21:53,122 - mmaction - INFO - Epoch [63][240/3757] lr: 1.000e-03, eta: 3 days, 5:23:41, time: 2.116, data_time: 0.004, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8680, loss_cls: 1.3254, loss: 1.3254, grad_norm: 7.3537 2020-07-30 10:22:33,054 - mmaction - INFO - Epoch [63][260/3757] lr: 1.000e-03, eta: 3 days, 5:23:03, time: 1.996, data_time: 0.104, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8430, loss_cls: 1.4217, loss: 1.4217, grad_norm: 7.3386 2020-07-30 10:23:12,263 - mmaction - INFO - Epoch [63][280/3757] lr: 1.000e-03, eta: 3 days, 5:22:24, time: 1.959, data_time: 0.038, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8781, loss_cls: 1.2923, loss: 1.2923, grad_norm: 7.3732 2020-07-30 10:23:51,788 - mmaction - INFO - Epoch [63][300/3757] lr: 1.000e-03, eta: 3 days, 5:21:45, time: 1.978, data_time: 0.008, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8500, loss_cls: 1.4032, loss: 1.4032, grad_norm: 7.4037 2020-07-30 10:24:33,670 - mmaction - INFO - Epoch [63][320/3757] lr: 1.000e-03, eta: 3 days, 5:21:07, time: 2.087, data_time: 0.009, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8492, loss_cls: 1.4352, loss: 1.4352, grad_norm: 7.6766 2020-07-30 10:25:11,258 - mmaction - INFO - Epoch [63][340/3757] lr: 1.000e-03, eta: 3 days, 5:20:28, time: 1.887, data_time: 0.012, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8602, loss_cls: 1.3727, loss: 1.3727, grad_norm: 7.2847 2020-07-30 10:25:51,566 - mmaction - INFO - Epoch [63][360/3757] lr: 1.000e-03, eta: 3 days, 5:19:49, time: 2.011, data_time: 0.009, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8562, loss_cls: 1.4015, loss: 1.4015, grad_norm: 7.6092 2020-07-30 10:26:29,617 - mmaction - INFO - Epoch [63][380/3757] lr: 1.000e-03, eta: 3 days, 5:19:09, time: 1.900, data_time: 0.009, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8578, loss_cls: 1.3546, loss: 1.3546, grad_norm: 7.5307 2020-07-30 10:27:10,136 - mmaction - INFO - Epoch [63][400/3757] lr: 1.000e-03, eta: 3 days, 5:18:31, time: 2.027, data_time: 0.010, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8688, loss_cls: 1.3371, loss: 1.3371, grad_norm: 7.5576 2020-07-30 10:27:49,411 - mmaction - INFO - Epoch [63][420/3757] lr: 1.000e-03, eta: 3 days, 5:17:52, time: 1.967, data_time: 0.022, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8648, loss_cls: 1.3366, loss: 1.3366, grad_norm: 7.4972 2020-07-30 10:28:28,616 - mmaction - INFO - Epoch [63][440/3757] lr: 1.000e-03, eta: 3 days, 5:17:13, time: 1.955, data_time: 0.012, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8484, loss_cls: 1.3870, loss: 1.3870, grad_norm: 7.5389 2020-07-30 10:29:07,906 - mmaction - INFO - Epoch [63][460/3757] lr: 1.000e-03, eta: 3 days, 5:16:34, time: 1.971, data_time: 0.015, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8445, loss_cls: 1.4174, loss: 1.4174, grad_norm: 7.6074 2020-07-30 10:29:47,693 - mmaction - INFO - Epoch [63][480/3757] lr: 1.000e-03, eta: 3 days, 5:15:55, time: 1.984, data_time: 0.719, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8641, loss_cls: 1.3770, loss: 1.3770, grad_norm: 7.5141 2020-07-30 10:30:25,771 - mmaction - INFO - Epoch [63][500/3757] lr: 1.000e-03, eta: 3 days, 5:15:16, time: 1.904, data_time: 0.012, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8586, loss_cls: 1.3714, loss: 1.3714, grad_norm: 7.4334 2020-07-30 10:31:05,754 - mmaction - INFO - Epoch [63][520/3757] lr: 1.000e-03, eta: 3 days, 5:14:37, time: 2.005, data_time: 0.009, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8609, loss_cls: 1.3276, loss: 1.3276, grad_norm: 7.1624 2020-07-30 10:31:45,202 - mmaction - INFO - Epoch [63][540/3757] lr: 1.000e-03, eta: 3 days, 5:13:58, time: 1.974, data_time: 0.025, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8438, loss_cls: 1.4179, loss: 1.4179, grad_norm: 7.4831 2020-07-30 10:32:23,622 - mmaction - INFO - Epoch [63][560/3757] lr: 1.000e-03, eta: 3 days, 5:13:19, time: 1.911, data_time: 0.170, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8531, loss_cls: 1.3998, loss: 1.3998, grad_norm: 7.5244 2020-07-30 10:32:59,800 - mmaction - INFO - Epoch [63][580/3757] lr: 1.000e-03, eta: 3 days, 5:12:38, time: 1.819, data_time: 0.602, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8664, loss_cls: 1.3178, loss: 1.3178, grad_norm: 7.4725 2020-07-30 10:33:40,558 - mmaction - INFO - Epoch [63][600/3757] lr: 1.000e-03, eta: 3 days, 5:12:00, time: 2.032, data_time: 0.405, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8438, loss_cls: 1.3981, loss: 1.3981, grad_norm: 7.5264 2020-07-30 10:34:19,961 - mmaction - INFO - Epoch [63][620/3757] lr: 1.000e-03, eta: 3 days, 5:11:21, time: 1.967, data_time: 0.227, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8539, loss_cls: 1.3683, loss: 1.3683, grad_norm: 7.4798 2020-07-30 10:34:58,164 - mmaction - INFO - Epoch [63][640/3757] lr: 1.000e-03, eta: 3 days, 5:10:41, time: 1.918, data_time: 0.506, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8492, loss_cls: 1.4109, loss: 1.4109, grad_norm: 7.7185 2020-07-30 10:35:36,897 - mmaction - INFO - Epoch [63][660/3757] lr: 1.000e-03, eta: 3 days, 5:10:02, time: 1.928, data_time: 0.008, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8445, loss_cls: 1.4034, loss: 1.4034, grad_norm: 7.4622 2020-07-30 10:36:14,964 - mmaction - INFO - Epoch [63][680/3757] lr: 1.000e-03, eta: 3 days, 5:09:22, time: 1.912, data_time: 0.015, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8461, loss_cls: 1.4447, loss: 1.4447, grad_norm: 7.7872 2020-07-30 10:36:54,083 - mmaction - INFO - Epoch [63][700/3757] lr: 1.000e-03, eta: 3 days, 5:08:43, time: 1.953, data_time: 0.008, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8523, loss_cls: 1.4308, loss: 1.4308, grad_norm: 7.7230 2020-07-30 10:37:33,382 - mmaction - INFO - Epoch [63][720/3757] lr: 1.000e-03, eta: 3 days, 5:08:04, time: 1.962, data_time: 0.009, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8523, loss_cls: 1.3844, loss: 1.3844, grad_norm: 7.5232 2020-07-30 10:38:12,832 - mmaction - INFO - Epoch [63][740/3757] lr: 1.000e-03, eta: 3 days, 5:07:25, time: 1.979, data_time: 0.008, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.4288, loss: 1.4288, grad_norm: 7.5486 2020-07-30 10:38:49,564 - mmaction - INFO - Epoch [63][760/3757] lr: 1.000e-03, eta: 3 days, 5:06:45, time: 1.832, data_time: 0.003, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8531, loss_cls: 1.3579, loss: 1.3579, grad_norm: 7.5306 2020-07-30 10:39:30,275 - mmaction - INFO - Epoch [63][780/3757] lr: 1.000e-03, eta: 3 days, 5:06:07, time: 2.039, data_time: 0.007, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8398, loss_cls: 1.4680, loss: 1.4680, grad_norm: 7.9308 2020-07-30 10:40:06,132 - mmaction - INFO - Epoch [63][800/3757] lr: 1.000e-03, eta: 3 days, 5:05:26, time: 1.789, data_time: 0.398, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8633, loss_cls: 1.3586, loss: 1.3586, grad_norm: 7.3090 2020-07-30 10:40:44,900 - mmaction - INFO - Epoch [63][820/3757] lr: 1.000e-03, eta: 3 days, 5:04:46, time: 1.942, data_time: 0.484, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8547, loss_cls: 1.3828, loss: 1.3828, grad_norm: 7.8441 2020-07-30 10:41:21,481 - mmaction - INFO - Epoch [63][840/3757] lr: 1.000e-03, eta: 3 days, 5:04:06, time: 1.822, data_time: 0.569, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8516, loss_cls: 1.3971, loss: 1.3971, grad_norm: 7.5402 2020-07-30 10:42:02,083 - mmaction - INFO - Epoch [63][860/3757] lr: 1.000e-03, eta: 3 days, 5:03:28, time: 2.037, data_time: 0.158, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8578, loss_cls: 1.3454, loss: 1.3454, grad_norm: 7.3251 2020-07-30 10:42:39,997 - mmaction - INFO - Epoch [63][880/3757] lr: 1.000e-03, eta: 3 days, 5:02:48, time: 1.895, data_time: 0.003, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8477, loss_cls: 1.4478, loss: 1.4478, grad_norm: 7.6540 2020-07-30 10:43:19,227 - mmaction - INFO - Epoch [63][900/3757] lr: 1.000e-03, eta: 3 days, 5:02:09, time: 1.962, data_time: 0.003, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8469, loss_cls: 1.4106, loss: 1.4106, grad_norm: 7.8311 2020-07-30 10:44:00,975 - mmaction - INFO - Epoch [63][920/3757] lr: 1.000e-03, eta: 3 days, 5:01:31, time: 2.085, data_time: 0.008, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8523, loss_cls: 1.3973, loss: 1.3973, grad_norm: 7.8039 2020-07-30 10:44:39,917 - mmaction - INFO - Epoch [63][940/3757] lr: 1.000e-03, eta: 3 days, 5:00:52, time: 1.950, data_time: 0.092, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8430, loss_cls: 1.4371, loss: 1.4371, grad_norm: 7.8244 2020-07-30 10:45:15,244 - mmaction - INFO - Epoch [63][960/3757] lr: 1.000e-03, eta: 3 days, 5:00:11, time: 1.765, data_time: 0.028, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8383, loss_cls: 1.5145, loss: 1.5145, grad_norm: 7.7245 2020-07-30 10:45:53,804 - mmaction - INFO - Epoch [63][980/3757] lr: 1.000e-03, eta: 3 days, 4:59:31, time: 1.924, data_time: 0.015, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8680, loss_cls: 1.3794, loss: 1.3794, grad_norm: 7.5714 2020-07-30 10:46:31,404 - mmaction - INFO - Epoch [63][1000/3757] lr: 1.000e-03, eta: 3 days, 4:58:51, time: 1.884, data_time: 0.009, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8570, loss_cls: 1.4258, loss: 1.4258, grad_norm: 7.6739 2020-07-30 10:47:10,890 - mmaction - INFO - Epoch [63][1020/3757] lr: 1.000e-03, eta: 3 days, 4:58:12, time: 1.974, data_time: 0.010, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8664, loss_cls: 1.2996, loss: 1.2996, grad_norm: 7.2671 2020-07-30 10:47:51,032 - mmaction - INFO - Epoch [63][1040/3757] lr: 1.000e-03, eta: 3 days, 4:57:34, time: 2.003, data_time: 0.008, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8641, loss_cls: 1.3975, loss: 1.3975, grad_norm: 7.4847 2020-07-30 10:48:27,194 - mmaction - INFO - Epoch [63][1060/3757] lr: 1.000e-03, eta: 3 days, 4:56:53, time: 1.812, data_time: 0.008, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8562, loss_cls: 1.4133, loss: 1.4133, grad_norm: 7.7672 2020-07-30 10:49:06,769 - mmaction - INFO - Epoch [63][1080/3757] lr: 1.000e-03, eta: 3 days, 4:56:14, time: 1.979, data_time: 0.009, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8547, loss_cls: 1.3845, loss: 1.3845, grad_norm: 7.6262 2020-07-30 10:49:47,008 - mmaction - INFO - Epoch [63][1100/3757] lr: 1.000e-03, eta: 3 days, 4:55:36, time: 2.013, data_time: 0.135, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8617, loss_cls: 1.3898, loss: 1.3898, grad_norm: 7.6362 2020-07-30 10:50:26,376 - mmaction - INFO - Epoch [63][1120/3757] lr: 1.000e-03, eta: 3 days, 4:54:57, time: 1.963, data_time: 0.913, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8500, loss_cls: 1.4062, loss: 1.4062, grad_norm: 7.4223 2020-07-30 10:51:07,323 - mmaction - INFO - Epoch [63][1140/3757] lr: 1.000e-03, eta: 3 days, 4:54:19, time: 2.051, data_time: 1.229, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8375, loss_cls: 1.4336, loss: 1.4336, grad_norm: 7.6394 2020-07-30 10:51:45,390 - mmaction - INFO - Epoch [63][1160/3757] lr: 1.000e-03, eta: 3 days, 4:53:39, time: 1.898, data_time: 1.309, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8664, loss_cls: 1.3661, loss: 1.3661, grad_norm: 7.4886 2020-07-30 10:52:23,474 - mmaction - INFO - Epoch [63][1180/3757] lr: 1.000e-03, eta: 3 days, 4:52:59, time: 1.907, data_time: 1.108, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8734, loss_cls: 1.2563, loss: 1.2563, grad_norm: 7.3177 2020-07-30 10:53:03,767 - mmaction - INFO - Epoch [63][1200/3757] lr: 1.000e-03, eta: 3 days, 4:52:21, time: 2.019, data_time: 1.107, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8469, loss_cls: 1.4436, loss: 1.4436, grad_norm: 7.7404 2020-07-30 10:53:40,711 - mmaction - INFO - Epoch [63][1220/3757] lr: 1.000e-03, eta: 3 days, 4:51:41, time: 1.844, data_time: 1.256, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8633, loss_cls: 1.3219, loss: 1.3219, grad_norm: 7.4986 2020-07-30 10:54:17,134 - mmaction - INFO - Epoch [63][1240/3757] lr: 1.000e-03, eta: 3 days, 4:51:00, time: 1.818, data_time: 1.244, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8461, loss_cls: 1.4112, loss: 1.4112, grad_norm: 7.3834 2020-07-30 10:54:56,454 - mmaction - INFO - Epoch [63][1260/3757] lr: 1.000e-03, eta: 3 days, 4:50:21, time: 1.970, data_time: 1.148, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8469, loss_cls: 1.4269, loss: 1.4269, grad_norm: 7.5726 2020-07-30 10:55:33,648 - mmaction - INFO - Epoch [63][1280/3757] lr: 1.000e-03, eta: 3 days, 4:49:41, time: 1.858, data_time: 0.881, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8680, loss_cls: 1.3319, loss: 1.3319, grad_norm: 7.3486 2020-07-30 10:56:10,544 - mmaction - INFO - Epoch [63][1300/3757] lr: 1.000e-03, eta: 3 days, 4:49:00, time: 1.847, data_time: 0.820, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8578, loss_cls: 1.4293, loss: 1.4293, grad_norm: 7.7179 2020-07-30 10:56:51,954 - mmaction - INFO - Epoch [63][1320/3757] lr: 1.000e-03, eta: 3 days, 4:48:23, time: 2.065, data_time: 0.448, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8547, loss_cls: 1.4072, loss: 1.4072, grad_norm: 7.7690 2020-07-30 10:57:30,970 - mmaction - INFO - Epoch [63][1340/3757] lr: 1.000e-03, eta: 3 days, 4:47:43, time: 1.953, data_time: 0.010, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8664, loss_cls: 1.3269, loss: 1.3269, grad_norm: 7.4547 2020-07-30 10:58:07,698 - mmaction - INFO - Epoch [63][1360/3757] lr: 1.000e-03, eta: 3 days, 4:47:03, time: 1.842, data_time: 0.008, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8500, loss_cls: 1.3992, loss: 1.3992, grad_norm: 7.4280 2020-07-30 10:58:47,958 - mmaction - INFO - Epoch [63][1380/3757] lr: 1.000e-03, eta: 3 days, 4:46:24, time: 2.003, data_time: 0.022, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8453, loss_cls: 1.4430, loss: 1.4430, grad_norm: 7.8992 2020-07-30 10:59:27,487 - mmaction - INFO - Epoch [63][1400/3757] lr: 1.000e-03, eta: 3 days, 4:45:46, time: 1.986, data_time: 0.058, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8539, loss_cls: 1.4197, loss: 1.4197, grad_norm: 7.5283 2020-07-30 11:00:09,103 - mmaction - INFO - Epoch [63][1420/3757] lr: 1.000e-03, eta: 3 days, 4:45:08, time: 2.077, data_time: 0.086, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8305, loss_cls: 1.5104, loss: 1.5104, grad_norm: 7.7632 2020-07-30 11:00:48,746 - mmaction - INFO - Epoch [63][1440/3757] lr: 1.000e-03, eta: 3 days, 4:44:29, time: 1.985, data_time: 0.083, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8523, loss_cls: 1.4027, loss: 1.4027, grad_norm: 7.5038 2020-07-30 11:01:29,229 - mmaction - INFO - Epoch [63][1460/3757] lr: 1.000e-03, eta: 3 days, 4:43:51, time: 2.024, data_time: 0.008, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8641, loss_cls: 1.3585, loss: 1.3585, grad_norm: 7.6375 2020-07-30 11:02:05,576 - mmaction - INFO - Epoch [63][1480/3757] lr: 1.000e-03, eta: 3 days, 4:43:10, time: 1.817, data_time: 0.003, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8578, loss_cls: 1.3333, loss: 1.3333, grad_norm: 7.3300 2020-07-30 11:02:45,961 - mmaction - INFO - Epoch [63][1500/3757] lr: 1.000e-03, eta: 3 days, 4:42:32, time: 2.012, data_time: 0.004, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8617, loss_cls: 1.4095, loss: 1.4095, grad_norm: 7.6788 2020-07-30 11:03:25,247 - mmaction - INFO - Epoch [63][1520/3757] lr: 1.000e-03, eta: 3 days, 4:41:53, time: 1.972, data_time: 0.028, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8523, loss_cls: 1.4600, loss: 1.4600, grad_norm: 7.7867 2020-07-30 11:04:01,853 - mmaction - INFO - Epoch [63][1540/3757] lr: 1.000e-03, eta: 3 days, 4:41:12, time: 1.831, data_time: 0.010, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8500, loss_cls: 1.4293, loss: 1.4293, grad_norm: 7.6402 2020-07-30 11:04:43,714 - mmaction - INFO - Epoch [63][1560/3757] lr: 1.000e-03, eta: 3 days, 4:40:35, time: 2.090, data_time: 0.260, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8477, loss_cls: 1.3921, loss: 1.3921, grad_norm: 7.3886 2020-07-30 11:05:23,068 - mmaction - INFO - Epoch [63][1580/3757] lr: 1.000e-03, eta: 3 days, 4:39:56, time: 1.966, data_time: 0.579, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8398, loss_cls: 1.4547, loss: 1.4547, grad_norm: 7.5889 2020-07-30 11:06:01,281 - mmaction - INFO - Epoch [63][1600/3757] lr: 1.000e-03, eta: 3 days, 4:39:16, time: 1.912, data_time: 0.284, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8828, loss_cls: 1.2581, loss: 1.2581, grad_norm: 7.4522 2020-07-30 11:06:41,897 - mmaction - INFO - Epoch [63][1620/3757] lr: 1.000e-03, eta: 3 days, 4:38:38, time: 2.028, data_time: 0.228, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8469, loss_cls: 1.3859, loss: 1.3859, grad_norm: 7.4345 2020-07-30 11:07:15,457 - mmaction - INFO - Epoch [63][1640/3757] lr: 1.000e-03, eta: 3 days, 4:37:56, time: 1.683, data_time: 0.012, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8594, loss_cls: 1.4177, loss: 1.4177, grad_norm: 7.5919 2020-07-30 11:07:59,961 - mmaction - INFO - Epoch [63][1660/3757] lr: 1.000e-03, eta: 3 days, 4:37:20, time: 2.219, data_time: 0.285, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8742, loss_cls: 1.2925, loss: 1.2925, grad_norm: 7.4902 2020-07-30 11:08:37,304 - mmaction - INFO - Epoch [63][1680/3757] lr: 1.000e-03, eta: 3 days, 4:36:40, time: 1.867, data_time: 0.670, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8570, loss_cls: 1.3835, loss: 1.3835, grad_norm: 7.7420 2020-07-30 11:09:16,226 - mmaction - INFO - Epoch [63][1700/3757] lr: 1.000e-03, eta: 3 days, 4:36:01, time: 1.949, data_time: 1.001, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8547, loss_cls: 1.3908, loss: 1.3908, grad_norm: 7.5473 2020-07-30 11:09:53,287 - mmaction - INFO - Epoch [63][1720/3757] lr: 1.000e-03, eta: 3 days, 4:35:20, time: 1.852, data_time: 0.587, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8641, loss_cls: 1.3298, loss: 1.3298, grad_norm: 7.6988 2020-07-30 11:10:31,532 - mmaction - INFO - Epoch [63][1740/3757] lr: 1.000e-03, eta: 3 days, 4:34:41, time: 1.910, data_time: 0.444, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8523, loss_cls: 1.4233, loss: 1.4233, grad_norm: 7.5389 2020-07-30 11:11:12,118 - mmaction - INFO - Epoch [63][1760/3757] lr: 1.000e-03, eta: 3 days, 4:34:02, time: 2.030, data_time: 0.981, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8523, loss_cls: 1.3857, loss: 1.3857, grad_norm: 7.7576 2020-07-30 11:11:52,769 - mmaction - INFO - Epoch [63][1780/3757] lr: 1.000e-03, eta: 3 days, 4:33:24, time: 2.034, data_time: 0.717, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8539, loss_cls: 1.3799, loss: 1.3799, grad_norm: 7.3581 2020-07-30 11:12:33,407 - mmaction - INFO - Epoch [63][1800/3757] lr: 1.000e-03, eta: 3 days, 4:32:46, time: 2.031, data_time: 0.888, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8609, loss_cls: 1.3248, loss: 1.3248, grad_norm: 7.6872 2020-07-30 11:13:10,463 - mmaction - INFO - Epoch [63][1820/3757] lr: 1.000e-03, eta: 3 days, 4:32:06, time: 1.851, data_time: 0.114, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8555, loss_cls: 1.3801, loss: 1.3801, grad_norm: 7.7910 2020-07-30 11:13:50,059 - mmaction - INFO - Epoch [63][1840/3757] lr: 1.000e-03, eta: 3 days, 4:31:27, time: 1.983, data_time: 0.818, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8609, loss_cls: 1.3526, loss: 1.3526, grad_norm: 7.5313 2020-07-30 11:14:29,895 - mmaction - INFO - Epoch [63][1860/3757] lr: 1.000e-03, eta: 3 days, 4:30:48, time: 1.991, data_time: 0.078, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8539, loss_cls: 1.3483, loss: 1.3483, grad_norm: 7.3132 2020-07-30 11:15:08,398 - mmaction - INFO - Epoch [63][1880/3757] lr: 1.000e-03, eta: 3 days, 4:30:09, time: 1.927, data_time: 0.615, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8453, loss_cls: 1.4324, loss: 1.4324, grad_norm: 7.5826 2020-07-30 11:15:45,089 - mmaction - INFO - Epoch [63][1900/3757] lr: 1.000e-03, eta: 3 days, 4:29:28, time: 1.836, data_time: 0.208, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8594, loss_cls: 1.4084, loss: 1.4084, grad_norm: 7.6807 2020-07-30 11:16:26,803 - mmaction - INFO - Epoch [63][1920/3757] lr: 1.000e-03, eta: 3 days, 4:28:51, time: 2.084, data_time: 0.053, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8586, loss_cls: 1.4144, loss: 1.4144, grad_norm: 7.6968 2020-07-30 11:17:06,071 - mmaction - INFO - Epoch [63][1940/3757] lr: 1.000e-03, eta: 3 days, 4:28:12, time: 1.959, data_time: 0.226, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8555, loss_cls: 1.4103, loss: 1.4103, grad_norm: 7.5744 2020-07-30 11:17:43,301 - mmaction - INFO - Epoch [63][1960/3757] lr: 1.000e-03, eta: 3 days, 4:27:32, time: 1.866, data_time: 0.143, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8367, loss_cls: 1.4486, loss: 1.4486, grad_norm: 7.8598 2020-07-30 11:18:26,257 - mmaction - INFO - Epoch [63][1980/3757] lr: 1.000e-03, eta: 3 days, 4:26:55, time: 2.144, data_time: 0.706, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8516, loss_cls: 1.3627, loss: 1.3627, grad_norm: 7.5089 2020-07-30 11:19:04,576 - mmaction - INFO - Epoch [63][2000/3757] lr: 1.000e-03, eta: 3 days, 4:26:15, time: 1.919, data_time: 1.184, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8422, loss_cls: 1.4731, loss: 1.4731, grad_norm: 7.5503 2020-07-30 11:19:43,743 - mmaction - INFO - Epoch [63][2020/3757] lr: 1.000e-03, eta: 3 days, 4:25:36, time: 1.960, data_time: 0.316, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8445, loss_cls: 1.4495, loss: 1.4495, grad_norm: 7.7243 2020-07-30 11:20:22,954 - mmaction - INFO - Epoch [63][2040/3757] lr: 1.000e-03, eta: 3 days, 4:24:57, time: 1.958, data_time: 0.010, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8383, loss_cls: 1.4335, loss: 1.4335, grad_norm: 7.6363 2020-07-30 11:21:00,605 - mmaction - INFO - Epoch [63][2060/3757] lr: 1.000e-03, eta: 3 days, 4:24:17, time: 1.887, data_time: 0.008, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8672, loss_cls: 1.3522, loss: 1.3522, grad_norm: 7.6056 2020-07-30 11:21:37,097 - mmaction - INFO - Epoch [63][2080/3757] lr: 1.000e-03, eta: 3 days, 4:23:36, time: 1.814, data_time: 0.017, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8703, loss_cls: 1.3141, loss: 1.3141, grad_norm: 7.3898 2020-07-30 11:22:20,284 - mmaction - INFO - Epoch [63][2100/3757] lr: 1.000e-03, eta: 3 days, 4:23:00, time: 2.166, data_time: 0.353, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8539, loss_cls: 1.4132, loss: 1.4132, grad_norm: 7.6216 2020-07-30 11:22:57,103 - mmaction - INFO - Epoch [63][2120/3757] lr: 1.000e-03, eta: 3 days, 4:22:19, time: 1.843, data_time: 0.006, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8484, loss_cls: 1.3732, loss: 1.3732, grad_norm: 7.3473 2020-07-30 11:23:37,273 - mmaction - INFO - Epoch [63][2140/3757] lr: 1.000e-03, eta: 3 days, 4:21:41, time: 2.009, data_time: 0.004, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8500, loss_cls: 1.4421, loss: 1.4421, grad_norm: 7.9518 2020-07-30 11:24:17,048 - mmaction - INFO - Epoch [63][2160/3757] lr: 1.000e-03, eta: 3 days, 4:21:02, time: 1.982, data_time: 0.008, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8664, loss_cls: 1.3737, loss: 1.3737, grad_norm: 7.3491 2020-07-30 11:24:53,887 - mmaction - INFO - Epoch [63][2180/3757] lr: 1.000e-03, eta: 3 days, 4:20:22, time: 1.849, data_time: 0.607, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8453, loss_cls: 1.4524, loss: 1.4524, grad_norm: 7.6497 2020-07-30 11:25:32,441 - mmaction - INFO - Epoch [63][2200/3757] lr: 1.000e-03, eta: 3 days, 4:19:42, time: 1.927, data_time: 0.043, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8516, loss_cls: 1.4031, loss: 1.4031, grad_norm: 7.5420 2020-07-30 11:26:12,834 - mmaction - INFO - Epoch [63][2220/3757] lr: 1.000e-03, eta: 3 days, 4:19:04, time: 2.020, data_time: 0.003, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8500, loss_cls: 1.3789, loss: 1.3789, grad_norm: 7.5320 2020-07-30 11:26:49,313 - mmaction - INFO - Epoch [63][2240/3757] lr: 1.000e-03, eta: 3 days, 4:18:23, time: 1.824, data_time: 0.008, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8680, loss_cls: 1.3294, loss: 1.3294, grad_norm: 7.3503 2020-07-30 11:27:29,838 - mmaction - INFO - Epoch [63][2260/3757] lr: 1.000e-03, eta: 3 days, 4:17:45, time: 2.027, data_time: 0.003, memory: 5170, top1_acc: 0.6281, top5_acc: 0.8367, loss_cls: 1.5109, loss: 1.5109, grad_norm: 7.6678 2020-07-30 11:28:05,766 - mmaction - INFO - Epoch [63][2280/3757] lr: 1.000e-03, eta: 3 days, 4:17:04, time: 1.788, data_time: 0.007, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8477, loss_cls: 1.4143, loss: 1.4143, grad_norm: 7.3391 2020-07-30 11:28:42,489 - mmaction - INFO - Epoch [63][2300/3757] lr: 1.000e-03, eta: 3 days, 4:16:24, time: 1.845, data_time: 0.091, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8477, loss_cls: 1.4029, loss: 1.4029, grad_norm: 7.4168 2020-07-30 11:29:24,178 - mmaction - INFO - Epoch [63][2320/3757] lr: 1.000e-03, eta: 3 days, 4:15:46, time: 2.077, data_time: 0.529, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8672, loss_cls: 1.3876, loss: 1.3876, grad_norm: 7.6794 2020-07-30 11:30:06,205 - mmaction - INFO - Epoch [63][2340/3757] lr: 1.000e-03, eta: 3 days, 4:15:09, time: 2.106, data_time: 1.189, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8539, loss_cls: 1.4138, loss: 1.4138, grad_norm: 7.5741 2020-07-30 11:30:46,511 - mmaction - INFO - Epoch [63][2360/3757] lr: 1.000e-03, eta: 3 days, 4:14:30, time: 2.017, data_time: 1.400, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8555, loss_cls: 1.4182, loss: 1.4182, grad_norm: 7.7704 2020-07-30 11:31:25,125 - mmaction - INFO - Epoch [63][2380/3757] lr: 1.000e-03, eta: 3 days, 4:13:51, time: 1.926, data_time: 1.358, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8664, loss_cls: 1.3134, loss: 1.3134, grad_norm: 7.3618 2020-07-30 11:32:05,980 - mmaction - INFO - Epoch [63][2400/3757] lr: 1.000e-03, eta: 3 days, 4:13:13, time: 2.044, data_time: 1.459, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8383, loss_cls: 1.4530, loss: 1.4530, grad_norm: 7.6732 2020-07-30 11:32:43,789 - mmaction - INFO - Epoch [63][2420/3757] lr: 1.000e-03, eta: 3 days, 4:12:33, time: 1.883, data_time: 1.137, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8492, loss_cls: 1.4048, loss: 1.4048, grad_norm: 7.7191 2020-07-30 11:33:22,202 - mmaction - INFO - Epoch [63][2440/3757] lr: 1.000e-03, eta: 3 days, 4:11:54, time: 1.927, data_time: 0.289, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8539, loss_cls: 1.3914, loss: 1.3914, grad_norm: 7.5069 2020-07-30 11:34:01,268 - mmaction - INFO - Epoch [63][2460/3757] lr: 1.000e-03, eta: 3 days, 4:11:14, time: 1.951, data_time: 0.009, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8633, loss_cls: 1.4010, loss: 1.4010, grad_norm: 7.6283 2020-07-30 11:34:40,715 - mmaction - INFO - Epoch [63][2480/3757] lr: 1.000e-03, eta: 3 days, 4:10:36, time: 1.977, data_time: 0.029, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8609, loss_cls: 1.3474, loss: 1.3474, grad_norm: 7.3477 2020-07-30 11:35:19,050 - mmaction - INFO - Epoch [63][2500/3757] lr: 1.000e-03, eta: 3 days, 4:09:56, time: 1.917, data_time: 0.009, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8508, loss_cls: 1.3964, loss: 1.3964, grad_norm: 7.4953 2020-07-30 11:35:55,020 - mmaction - INFO - Epoch [63][2520/3757] lr: 1.000e-03, eta: 3 days, 4:09:15, time: 1.798, data_time: 0.003, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8555, loss_cls: 1.3887, loss: 1.3887, grad_norm: 7.3618 2020-07-30 11:36:35,310 - mmaction - INFO - Epoch [63][2540/3757] lr: 1.000e-03, eta: 3 days, 4:08:37, time: 2.007, data_time: 0.006, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8609, loss_cls: 1.3759, loss: 1.3759, grad_norm: 7.5736 2020-07-30 11:37:14,607 - mmaction - INFO - Epoch [63][2560/3757] lr: 1.000e-03, eta: 3 days, 4:07:58, time: 1.973, data_time: 0.011, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8828, loss_cls: 1.3464, loss: 1.3464, grad_norm: 7.4551 2020-07-30 11:37:55,649 - mmaction - INFO - Epoch [63][2580/3757] lr: 1.000e-03, eta: 3 days, 4:07:20, time: 2.052, data_time: 0.007, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8531, loss_cls: 1.4276, loss: 1.4276, grad_norm: 7.7046 2020-07-30 11:38:31,331 - mmaction - INFO - Epoch [63][2600/3757] lr: 1.000e-03, eta: 3 days, 4:06:39, time: 1.784, data_time: 0.007, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8562, loss_cls: 1.3807, loss: 1.3807, grad_norm: 7.7420 2020-07-30 11:39:09,887 - mmaction - INFO - Epoch [63][2620/3757] lr: 1.000e-03, eta: 3 days, 4:05:59, time: 1.925, data_time: 0.016, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8680, loss_cls: 1.3219, loss: 1.3219, grad_norm: 7.4673 2020-07-30 11:39:46,242 - mmaction - INFO - Epoch [63][2640/3757] lr: 1.000e-03, eta: 3 days, 4:05:19, time: 1.819, data_time: 0.010, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8742, loss_cls: 1.3017, loss: 1.3017, grad_norm: 7.3268 2020-07-30 11:40:25,617 - mmaction - INFO - Epoch [63][2660/3757] lr: 1.000e-03, eta: 3 days, 4:04:40, time: 1.969, data_time: 0.009, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8523, loss_cls: 1.4208, loss: 1.4208, grad_norm: 8.0373 2020-07-30 11:41:07,243 - mmaction - INFO - Epoch [63][2680/3757] lr: 1.000e-03, eta: 3 days, 4:04:02, time: 2.083, data_time: 0.004, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8469, loss_cls: 1.4847, loss: 1.4847, grad_norm: 7.8257 2020-07-30 11:41:47,366 - mmaction - INFO - Epoch [63][2700/3757] lr: 1.000e-03, eta: 3 days, 4:03:24, time: 2.003, data_time: 0.017, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8500, loss_cls: 1.3726, loss: 1.3726, grad_norm: 7.4468 2020-07-30 11:42:24,712 - mmaction - INFO - Epoch [63][2720/3757] lr: 1.000e-03, eta: 3 days, 4:02:43, time: 1.865, data_time: 0.009, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8422, loss_cls: 1.4401, loss: 1.4401, grad_norm: 7.5663 2020-07-30 11:43:03,943 - mmaction - INFO - Epoch [63][2740/3757] lr: 1.000e-03, eta: 3 days, 4:02:04, time: 1.962, data_time: 0.351, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8570, loss_cls: 1.3938, loss: 1.3938, grad_norm: 7.5508 2020-07-30 11:43:44,570 - mmaction - INFO - Epoch [63][2760/3757] lr: 1.000e-03, eta: 3 days, 4:01:26, time: 2.035, data_time: 0.859, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8648, loss_cls: 1.3507, loss: 1.3507, grad_norm: 7.4755 2020-07-30 11:44:23,160 - mmaction - INFO - Epoch [63][2780/3757] lr: 1.000e-03, eta: 3 days, 4:00:47, time: 1.921, data_time: 0.132, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8703, loss_cls: 1.3527, loss: 1.3527, grad_norm: 7.4853 2020-07-30 11:44:59,650 - mmaction - INFO - Epoch [63][2800/3757] lr: 1.000e-03, eta: 3 days, 4:00:06, time: 1.831, data_time: 0.010, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8492, loss_cls: 1.4497, loss: 1.4497, grad_norm: 7.4287 2020-07-30 11:45:41,125 - mmaction - INFO - Epoch [63][2820/3757] lr: 1.000e-03, eta: 3 days, 3:59:28, time: 2.066, data_time: 0.009, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8570, loss_cls: 1.3662, loss: 1.3662, grad_norm: 7.3506 2020-07-30 11:46:18,044 - mmaction - INFO - Epoch [63][2840/3757] lr: 1.000e-03, eta: 3 days, 3:58:48, time: 1.852, data_time: 0.011, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8609, loss_cls: 1.4284, loss: 1.4284, grad_norm: 7.4876 2020-07-30 11:47:00,581 - mmaction - INFO - Epoch [63][2860/3757] lr: 1.000e-03, eta: 3 days, 3:58:11, time: 2.124, data_time: 0.336, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8547, loss_cls: 1.3699, loss: 1.3699, grad_norm: 7.5501 2020-07-30 11:47:39,324 - mmaction - INFO - Epoch [63][2880/3757] lr: 1.000e-03, eta: 3 days, 3:57:32, time: 1.936, data_time: 0.081, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8570, loss_cls: 1.3803, loss: 1.3803, grad_norm: 7.3178 2020-07-30 11:48:20,933 - mmaction - INFO - Epoch [63][2900/3757] lr: 1.000e-03, eta: 3 days, 3:56:54, time: 2.087, data_time: 0.123, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8664, loss_cls: 1.4155, loss: 1.4155, grad_norm: 7.6496 2020-07-30 11:48:56,498 - mmaction - INFO - Epoch [63][2920/3757] lr: 1.000e-03, eta: 3 days, 3:56:13, time: 1.778, data_time: 0.007, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8656, loss_cls: 1.3454, loss: 1.3454, grad_norm: 7.3982 2020-07-30 11:49:34,430 - mmaction - INFO - Epoch [63][2940/3757] lr: 1.000e-03, eta: 3 days, 3:55:33, time: 1.895, data_time: 0.297, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8555, loss_cls: 1.3948, loss: 1.3948, grad_norm: 7.4585 2020-07-30 11:50:15,642 - mmaction - INFO - Epoch [63][2960/3757] lr: 1.000e-03, eta: 3 days, 3:54:55, time: 2.057, data_time: 0.972, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8539, loss_cls: 1.3990, loss: 1.3990, grad_norm: 7.6023 2020-07-30 11:50:51,737 - mmaction - INFO - Epoch [63][2980/3757] lr: 1.000e-03, eta: 3 days, 3:54:14, time: 1.807, data_time: 0.566, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8602, loss_cls: 1.3421, loss: 1.3421, grad_norm: 7.3610 2020-07-30 11:51:31,043 - mmaction - INFO - Epoch [63][3000/3757] lr: 1.000e-03, eta: 3 days, 3:53:35, time: 1.964, data_time: 1.220, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8508, loss_cls: 1.3565, loss: 1.3565, grad_norm: 7.5552 2020-07-30 11:52:10,334 - mmaction - INFO - Epoch [63][3020/3757] lr: 1.000e-03, eta: 3 days, 3:52:56, time: 1.962, data_time: 1.195, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8422, loss_cls: 1.4749, loss: 1.4749, grad_norm: 7.9713 2020-07-30 11:52:49,206 - mmaction - INFO - Epoch [63][3040/3757] lr: 1.000e-03, eta: 3 days, 3:52:17, time: 1.949, data_time: 1.362, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8547, loss_cls: 1.4969, loss: 1.4969, grad_norm: 7.8280 2020-07-30 11:53:28,045 - mmaction - INFO - Epoch [63][3060/3757] lr: 1.000e-03, eta: 3 days, 3:51:38, time: 1.939, data_time: 1.170, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8477, loss_cls: 1.4202, loss: 1.4202, grad_norm: 7.7586 2020-07-30 11:54:09,171 - mmaction - INFO - Epoch [63][3080/3757] lr: 1.000e-03, eta: 3 days, 3:51:00, time: 2.059, data_time: 0.967, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8609, loss_cls: 1.3705, loss: 1.3705, grad_norm: 7.4206 2020-07-30 11:54:51,133 - mmaction - INFO - Epoch [63][3100/3757] lr: 1.000e-03, eta: 3 days, 3:50:23, time: 2.099, data_time: 0.200, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8508, loss_cls: 1.3927, loss: 1.3927, grad_norm: 7.5980 2020-07-30 11:55:33,567 - mmaction - INFO - Epoch [63][3120/3757] lr: 1.000e-03, eta: 3 days, 3:49:46, time: 2.118, data_time: 0.008, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8539, loss_cls: 1.4435, loss: 1.4435, grad_norm: 7.9866 2020-07-30 11:56:09,196 - mmaction - INFO - Epoch [63][3140/3757] lr: 1.000e-03, eta: 3 days, 3:49:04, time: 1.784, data_time: 0.009, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8484, loss_cls: 1.3921, loss: 1.3921, grad_norm: 7.4287 2020-07-30 11:56:48,400 - mmaction - INFO - Epoch [63][3160/3757] lr: 1.000e-03, eta: 3 days, 3:48:25, time: 1.959, data_time: 0.009, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8414, loss_cls: 1.4586, loss: 1.4586, grad_norm: 7.6829 2020-07-30 11:57:28,995 - mmaction - INFO - Epoch [63][3180/3757] lr: 1.000e-03, eta: 3 days, 3:47:47, time: 2.032, data_time: 0.005, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8555, loss_cls: 1.3777, loss: 1.3777, grad_norm: 7.5298 2020-07-30 11:58:06,796 - mmaction - INFO - Epoch [63][3200/3757] lr: 1.000e-03, eta: 3 days, 3:47:07, time: 1.884, data_time: 0.003, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8508, loss_cls: 1.4241, loss: 1.4241, grad_norm: 7.7318 2020-07-30 11:58:46,504 - mmaction - INFO - Epoch [63][3220/3757] lr: 1.000e-03, eta: 3 days, 3:46:28, time: 1.982, data_time: 0.011, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8516, loss_cls: 1.3762, loss: 1.3762, grad_norm: 7.4131 2020-07-30 11:59:23,592 - mmaction - INFO - Epoch [63][3240/3757] lr: 1.000e-03, eta: 3 days, 3:45:48, time: 1.862, data_time: 0.047, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8594, loss_cls: 1.3229, loss: 1.3229, grad_norm: 7.5667 2020-07-30 12:00:03,886 - mmaction - INFO - Epoch [63][3260/3757] lr: 1.000e-03, eta: 3 days, 3:45:10, time: 2.018, data_time: 0.026, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8500, loss_cls: 1.3762, loss: 1.3762, grad_norm: 7.6654 2020-07-30 12:00:41,439 - mmaction - INFO - Epoch [63][3280/3757] lr: 1.000e-03, eta: 3 days, 3:44:30, time: 1.861, data_time: 0.336, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8562, loss_cls: 1.3679, loss: 1.3679, grad_norm: 7.3847 2020-07-30 12:01:24,719 - mmaction - INFO - Epoch [63][3300/3757] lr: 1.000e-03, eta: 3 days, 3:43:53, time: 2.180, data_time: 0.492, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8539, loss_cls: 1.3941, loss: 1.3941, grad_norm: 7.5826 2020-07-30 12:02:05,152 - mmaction - INFO - Epoch [63][3320/3757] lr: 1.000e-03, eta: 3 days, 3:43:15, time: 2.017, data_time: 0.800, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8617, loss_cls: 1.3633, loss: 1.3633, grad_norm: 7.4875 2020-07-30 12:02:45,899 - mmaction - INFO - Epoch [63][3340/3757] lr: 1.000e-03, eta: 3 days, 3:42:37, time: 2.036, data_time: 1.066, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8609, loss_cls: 1.3814, loss: 1.3814, grad_norm: 7.5483 2020-07-30 12:03:25,403 - mmaction - INFO - Epoch [63][3360/3757] lr: 1.000e-03, eta: 3 days, 3:41:58, time: 1.978, data_time: 1.404, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8547, loss_cls: 1.4095, loss: 1.4095, grad_norm: 7.8138 2020-07-30 12:04:04,953 - mmaction - INFO - Epoch [63][3380/3757] lr: 1.000e-03, eta: 3 days, 3:41:19, time: 1.979, data_time: 1.393, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8555, loss_cls: 1.3966, loss: 1.3966, grad_norm: 7.7123 2020-07-30 12:04:42,951 - mmaction - INFO - Epoch [63][3400/3757] lr: 1.000e-03, eta: 3 days, 3:40:39, time: 1.902, data_time: 1.194, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8602, loss_cls: 1.3176, loss: 1.3176, grad_norm: 7.4077 2020-07-30 12:05:18,146 - mmaction - INFO - Epoch [63][3420/3757] lr: 1.000e-03, eta: 3 days, 3:39:58, time: 1.756, data_time: 0.346, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8523, loss_cls: 1.4441, loss: 1.4441, grad_norm: 7.6326 2020-07-30 12:05:58,329 - mmaction - INFO - Epoch [63][3440/3757] lr: 1.000e-03, eta: 3 days, 3:39:20, time: 2.013, data_time: 0.544, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8289, loss_cls: 1.5258, loss: 1.5258, grad_norm: 7.9352 2020-07-30 12:06:35,132 - mmaction - INFO - Epoch [63][3460/3757] lr: 1.000e-03, eta: 3 days, 3:38:39, time: 1.836, data_time: 0.980, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8555, loss_cls: 1.3971, loss: 1.3971, grad_norm: 7.7139 2020-07-30 12:07:13,692 - mmaction - INFO - Epoch [63][3480/3757] lr: 1.000e-03, eta: 3 days, 3:38:00, time: 1.931, data_time: 0.445, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8711, loss_cls: 1.4008, loss: 1.4008, grad_norm: 7.7155 2020-07-30 12:07:54,251 - mmaction - INFO - Epoch [63][3500/3757] lr: 1.000e-03, eta: 3 days, 3:37:21, time: 2.028, data_time: 0.142, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8305, loss_cls: 1.4758, loss: 1.4758, grad_norm: 7.5148 2020-07-30 12:08:30,997 - mmaction - INFO - Epoch [63][3520/3757] lr: 1.000e-03, eta: 3 days, 3:36:41, time: 1.829, data_time: 0.009, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8523, loss_cls: 1.3745, loss: 1.3745, grad_norm: 7.5987 2020-07-30 12:09:10,496 - mmaction - INFO - Epoch [63][3540/3757] lr: 1.000e-03, eta: 3 days, 3:36:02, time: 1.977, data_time: 0.639, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8453, loss_cls: 1.4437, loss: 1.4437, grad_norm: 7.8446 2020-07-30 12:09:49,502 - mmaction - INFO - Epoch [63][3560/3757] lr: 1.000e-03, eta: 3 days, 3:35:23, time: 1.956, data_time: 0.930, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8555, loss_cls: 1.3869, loss: 1.3869, grad_norm: 7.6303 2020-07-30 12:10:33,050 - mmaction - INFO - Epoch [63][3580/3757] lr: 1.000e-03, eta: 3 days, 3:34:46, time: 2.177, data_time: 0.755, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8609, loss_cls: 1.3936, loss: 1.3936, grad_norm: 7.6445 2020-07-30 12:11:10,065 - mmaction - INFO - Epoch [63][3600/3757] lr: 1.000e-03, eta: 3 days, 3:34:06, time: 1.850, data_time: 0.124, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8633, loss_cls: 1.3541, loss: 1.3541, grad_norm: 7.6066 2020-07-30 12:11:48,057 - mmaction - INFO - Epoch [63][3620/3757] lr: 1.000e-03, eta: 3 days, 3:33:26, time: 1.901, data_time: 0.597, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8383, loss_cls: 1.4648, loss: 1.4648, grad_norm: 7.8468 2020-07-30 12:12:28,379 - mmaction - INFO - Epoch [63][3640/3757] lr: 1.000e-03, eta: 3 days, 3:32:48, time: 2.009, data_time: 1.157, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8594, loss_cls: 1.3847, loss: 1.3847, grad_norm: 7.7147 2020-07-30 12:13:06,503 - mmaction - INFO - Epoch [63][3660/3757] lr: 1.000e-03, eta: 3 days, 3:32:08, time: 1.914, data_time: 1.328, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8383, loss_cls: 1.4382, loss: 1.4382, grad_norm: 7.9369 2020-07-30 12:13:43,340 - mmaction - INFO - Epoch [63][3680/3757] lr: 1.000e-03, eta: 3 days, 3:31:28, time: 1.837, data_time: 1.229, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8484, loss_cls: 1.4061, loss: 1.4061, grad_norm: 7.4368 2020-07-30 12:14:25,114 - mmaction - INFO - Epoch [63][3700/3757] lr: 1.000e-03, eta: 3 days, 3:30:50, time: 2.083, data_time: 0.204, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8672, loss_cls: 1.3804, loss: 1.3804, grad_norm: 7.5952 2020-07-30 12:15:02,719 - mmaction - INFO - Epoch [63][3720/3757] lr: 1.000e-03, eta: 3 days, 3:30:10, time: 1.888, data_time: 0.013, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8617, loss_cls: 1.3282, loss: 1.3282, grad_norm: 7.3173 2020-07-30 12:15:42,212 - mmaction - INFO - Epoch [63][3740/3757] lr: 1.000e-03, eta: 3 days, 3:29:32, time: 1.975, data_time: 0.709, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8531, loss_cls: 1.4663, loss: 1.4663, grad_norm: 7.9361 2020-07-30 12:16:06,326 - mmaction - INFO - Saving checkpoint at 63 epochs 2020-07-30 12:17:04,975 - mmaction - INFO - Epoch [64][20/3757] lr: 1.000e-03, eta: 3 days, 3:28:10, time: 2.826, data_time: 1.176, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8430, loss_cls: 1.4034, loss: 1.4034, grad_norm: 7.7324 2020-07-30 12:17:43,049 - mmaction - INFO - Epoch [64][40/3757] lr: 1.000e-03, eta: 3 days, 3:27:30, time: 1.912, data_time: 0.012, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8688, loss_cls: 1.2560, loss: 1.2560, grad_norm: 7.3086 2020-07-30 12:18:21,834 - mmaction - INFO - Epoch [64][60/3757] lr: 1.000e-03, eta: 3 days, 3:26:51, time: 1.938, data_time: 0.833, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8625, loss_cls: 1.3268, loss: 1.3268, grad_norm: 7.2816 2020-07-30 12:19:01,671 - mmaction - INFO - Epoch [64][80/3757] lr: 1.000e-03, eta: 3 days, 3:26:12, time: 1.993, data_time: 1.246, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8422, loss_cls: 1.4132, loss: 1.4132, grad_norm: 7.4396 2020-07-30 12:19:42,493 - mmaction - INFO - Epoch [64][100/3757] lr: 1.000e-03, eta: 3 days, 3:25:34, time: 2.040, data_time: 0.646, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8398, loss_cls: 1.4376, loss: 1.4376, grad_norm: 7.5295 2020-07-30 12:20:23,185 - mmaction - INFO - Epoch [64][120/3757] lr: 1.000e-03, eta: 3 days, 3:24:56, time: 2.033, data_time: 0.018, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8586, loss_cls: 1.3994, loss: 1.3994, grad_norm: 7.7534 2020-07-30 12:21:01,098 - mmaction - INFO - Epoch [64][140/3757] lr: 1.000e-03, eta: 3 days, 3:24:16, time: 1.898, data_time: 0.005, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8492, loss_cls: 1.4328, loss: 1.4328, grad_norm: 7.6861 2020-07-30 12:21:43,654 - mmaction - INFO - Epoch [64][160/3757] lr: 1.000e-03, eta: 3 days, 3:23:39, time: 2.121, data_time: 0.003, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8555, loss_cls: 1.3834, loss: 1.3834, grad_norm: 7.6088 2020-07-30 12:22:25,172 - mmaction - INFO - Epoch [64][180/3757] lr: 1.000e-03, eta: 3 days, 3:23:02, time: 2.083, data_time: 0.010, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8578, loss_cls: 1.3860, loss: 1.3860, grad_norm: 7.5812 2020-07-30 12:23:06,339 - mmaction - INFO - Epoch [64][200/3757] lr: 1.000e-03, eta: 3 days, 3:22:24, time: 2.052, data_time: 0.003, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8617, loss_cls: 1.3491, loss: 1.3491, grad_norm: 7.5383 2020-07-30 12:23:42,115 - mmaction - INFO - Epoch [64][220/3757] lr: 1.000e-03, eta: 3 days, 3:21:43, time: 1.796, data_time: 0.009, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8695, loss_cls: 1.3595, loss: 1.3595, grad_norm: 7.6722 2020-07-30 12:24:21,551 - mmaction - INFO - Epoch [64][240/3757] lr: 1.000e-03, eta: 3 days, 3:21:04, time: 1.971, data_time: 0.047, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8508, loss_cls: 1.3422, loss: 1.3422, grad_norm: 7.3404 2020-07-30 12:24:56,796 - mmaction - INFO - Epoch [64][260/3757] lr: 1.000e-03, eta: 3 days, 3:20:22, time: 1.760, data_time: 0.084, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8523, loss_cls: 1.3714, loss: 1.3714, grad_norm: 7.5912 2020-07-30 12:25:40,711 - mmaction - INFO - Epoch [64][280/3757] lr: 1.000e-03, eta: 3 days, 3:19:46, time: 2.198, data_time: 0.810, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8500, loss_cls: 1.3857, loss: 1.3857, grad_norm: 7.6683 2020-07-30 12:26:19,667 - mmaction - INFO - Epoch [64][300/3757] lr: 1.000e-03, eta: 3 days, 3:19:07, time: 1.943, data_time: 0.691, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8664, loss_cls: 1.3052, loss: 1.3052, grad_norm: 7.3811 2020-07-30 12:26:59,074 - mmaction - INFO - Epoch [64][320/3757] lr: 1.000e-03, eta: 3 days, 3:18:28, time: 1.976, data_time: 0.028, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8516, loss_cls: 1.3966, loss: 1.3966, grad_norm: 7.3935 2020-07-30 12:27:36,866 - mmaction - INFO - Epoch [64][340/3757] lr: 1.000e-03, eta: 3 days, 3:17:48, time: 1.884, data_time: 0.008, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8500, loss_cls: 1.4590, loss: 1.4590, grad_norm: 7.7384 2020-07-30 12:28:14,882 - mmaction - INFO - Epoch [64][360/3757] lr: 1.000e-03, eta: 3 days, 3:17:08, time: 1.897, data_time: 0.109, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8641, loss_cls: 1.3518, loss: 1.3518, grad_norm: 7.6289 2020-07-30 12:28:49,396 - mmaction - INFO - Epoch [64][380/3757] lr: 1.000e-03, eta: 3 days, 3:16:27, time: 1.729, data_time: 0.583, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8531, loss_cls: 1.4138, loss: 1.4138, grad_norm: 7.5230 2020-07-30 12:29:28,972 - mmaction - INFO - Epoch [64][400/3757] lr: 1.000e-03, eta: 3 days, 3:15:48, time: 1.984, data_time: 1.171, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8641, loss_cls: 1.3459, loss: 1.3459, grad_norm: 7.4927 2020-07-30 12:30:08,495 - mmaction - INFO - Epoch [64][420/3757] lr: 1.000e-03, eta: 3 days, 3:15:09, time: 1.976, data_time: 0.118, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8625, loss_cls: 1.3611, loss: 1.3611, grad_norm: 7.7432 2020-07-30 12:30:47,977 - mmaction - INFO - Epoch [64][440/3757] lr: 1.000e-03, eta: 3 days, 3:14:30, time: 1.974, data_time: 0.003, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8555, loss_cls: 1.4199, loss: 1.4199, grad_norm: 7.6058 2020-07-30 12:31:25,908 - mmaction - INFO - Epoch [64][460/3757] lr: 1.000e-03, eta: 3 days, 3:13:50, time: 1.896, data_time: 0.009, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8766, loss_cls: 1.2893, loss: 1.2893, grad_norm: 7.6381 2020-07-30 12:32:06,167 - mmaction - INFO - Epoch [64][480/3757] lr: 1.000e-03, eta: 3 days, 3:13:12, time: 2.014, data_time: 0.004, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8555, loss_cls: 1.4046, loss: 1.4046, grad_norm: 7.2857 2020-07-30 12:32:43,707 - mmaction - INFO - Epoch [64][500/3757] lr: 1.000e-03, eta: 3 days, 3:12:32, time: 1.872, data_time: 0.016, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8727, loss_cls: 1.3023, loss: 1.3023, grad_norm: 7.4847 2020-07-30 12:33:20,435 - mmaction - INFO - Epoch [64][520/3757] lr: 1.000e-03, eta: 3 days, 3:11:52, time: 1.837, data_time: 0.010, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8406, loss_cls: 1.4790, loss: 1.4790, grad_norm: 7.7490 2020-07-30 12:33:58,559 - mmaction - INFO - Epoch [64][540/3757] lr: 1.000e-03, eta: 3 days, 3:11:12, time: 1.912, data_time: 0.010, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8602, loss_cls: 1.3474, loss: 1.3474, grad_norm: 7.5031 2020-07-30 12:34:39,517 - mmaction - INFO - Epoch [64][560/3757] lr: 1.000e-03, eta: 3 days, 3:10:34, time: 2.041, data_time: 0.009, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8703, loss_cls: 1.3244, loss: 1.3244, grad_norm: 7.4342 2020-07-30 12:35:20,123 - mmaction - INFO - Epoch [64][580/3757] lr: 1.000e-03, eta: 3 days, 3:09:56, time: 2.035, data_time: 0.010, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8641, loss_cls: 1.3866, loss: 1.3866, grad_norm: 7.7396 2020-07-30 12:35:57,456 - mmaction - INFO - Epoch [64][600/3757] lr: 1.000e-03, eta: 3 days, 3:09:16, time: 1.868, data_time: 0.004, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8484, loss_cls: 1.4300, loss: 1.4300, grad_norm: 7.4053 2020-07-30 12:36:33,469 - mmaction - INFO - Epoch [64][620/3757] lr: 1.000e-03, eta: 3 days, 3:08:35, time: 1.795, data_time: 0.009, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8469, loss_cls: 1.3897, loss: 1.3897, grad_norm: 7.4422 2020-07-30 12:37:12,013 - mmaction - INFO - Epoch [64][640/3757] lr: 1.000e-03, eta: 3 days, 3:07:55, time: 1.932, data_time: 0.419, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8516, loss_cls: 1.3992, loss: 1.3992, grad_norm: 7.5753 2020-07-30 12:37:52,699 - mmaction - INFO - Epoch [64][660/3757] lr: 1.000e-03, eta: 3 days, 3:07:17, time: 2.027, data_time: 0.330, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8703, loss_cls: 1.2921, loss: 1.2921, grad_norm: 7.2943 2020-07-30 12:38:31,233 - mmaction - INFO - Epoch [64][680/3757] lr: 1.000e-03, eta: 3 days, 3:06:38, time: 1.930, data_time: 0.010, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8703, loss_cls: 1.2631, loss: 1.2631, grad_norm: 7.4743 2020-07-30 12:39:08,945 - mmaction - INFO - Epoch [64][700/3757] lr: 1.000e-03, eta: 3 days, 3:05:58, time: 1.886, data_time: 0.013, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8492, loss_cls: 1.4052, loss: 1.4052, grad_norm: 7.6391 2020-07-30 12:39:48,023 - mmaction - INFO - Epoch [64][720/3757] lr: 1.000e-03, eta: 3 days, 3:05:19, time: 1.958, data_time: 0.007, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8531, loss_cls: 1.4539, loss: 1.4539, grad_norm: 7.9447 2020-07-30 12:40:28,255 - mmaction - INFO - Epoch [64][740/3757] lr: 1.000e-03, eta: 3 days, 3:04:40, time: 2.007, data_time: 0.240, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8539, loss_cls: 1.3742, loss: 1.3742, grad_norm: 7.5987 2020-07-30 12:41:06,835 - mmaction - INFO - Epoch [64][760/3757] lr: 1.000e-03, eta: 3 days, 3:04:01, time: 1.934, data_time: 0.284, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8578, loss_cls: 1.3719, loss: 1.3719, grad_norm: 7.7944 2020-07-30 12:41:47,106 - mmaction - INFO - Epoch [64][780/3757] lr: 1.000e-03, eta: 3 days, 3:03:22, time: 2.005, data_time: 0.997, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.3816, loss: 1.3816, grad_norm: 7.5407 2020-07-30 12:42:24,718 - mmaction - INFO - Epoch [64][800/3757] lr: 1.000e-03, eta: 3 days, 3:02:42, time: 1.885, data_time: 1.284, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8695, loss_cls: 1.3494, loss: 1.3494, grad_norm: 7.4737 2020-07-30 12:43:06,742 - mmaction - INFO - Epoch [64][820/3757] lr: 1.000e-03, eta: 3 days, 3:02:05, time: 2.104, data_time: 1.500, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8711, loss_cls: 1.3147, loss: 1.3147, grad_norm: 7.5573 2020-07-30 12:43:46,597 - mmaction - INFO - Epoch [64][840/3757] lr: 1.000e-03, eta: 3 days, 3:01:26, time: 1.994, data_time: 1.418, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8516, loss_cls: 1.4470, loss: 1.4470, grad_norm: 7.9497 2020-07-30 12:44:29,884 - mmaction - INFO - Epoch [64][860/3757] lr: 1.000e-03, eta: 3 days, 3:00:50, time: 2.156, data_time: 1.605, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3880, loss: 1.3880, grad_norm: 7.3936 2020-07-30 12:45:08,628 - mmaction - INFO - Epoch [64][880/3757] lr: 1.000e-03, eta: 3 days, 3:00:10, time: 1.946, data_time: 1.354, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8570, loss_cls: 1.3632, loss: 1.3632, grad_norm: 7.5590 2020-07-30 12:45:41,150 - mmaction - INFO - Epoch [64][900/3757] lr: 1.000e-03, eta: 3 days, 2:59:28, time: 1.626, data_time: 0.942, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8492, loss_cls: 1.4084, loss: 1.4084, grad_norm: 7.5843 2020-07-30 12:46:24,711 - mmaction - INFO - Epoch [64][920/3757] lr: 1.000e-03, eta: 3 days, 2:58:51, time: 2.174, data_time: 1.083, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8469, loss_cls: 1.4298, loss: 1.4298, grad_norm: 7.4461 2020-07-30 12:47:01,435 - mmaction - INFO - Epoch [64][940/3757] lr: 1.000e-03, eta: 3 days, 2:58:11, time: 1.841, data_time: 0.808, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8539, loss_cls: 1.4032, loss: 1.4032, grad_norm: 7.6417 2020-07-30 12:47:37,678 - mmaction - INFO - Epoch [64][960/3757] lr: 1.000e-03, eta: 3 days, 2:57:30, time: 1.813, data_time: 1.230, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8453, loss_cls: 1.4444, loss: 1.4444, grad_norm: 7.8157 2020-07-30 12:48:21,023 - mmaction - INFO - Epoch [64][980/3757] lr: 1.000e-03, eta: 3 days, 2:56:53, time: 2.166, data_time: 1.261, memory: 5170, top1_acc: 0.6352, top5_acc: 0.8391, loss_cls: 1.4748, loss: 1.4748, grad_norm: 7.7528 2020-07-30 12:49:00,214 - mmaction - INFO - Epoch [64][1000/3757] lr: 1.000e-03, eta: 3 days, 2:56:14, time: 1.957, data_time: 0.086, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8648, loss_cls: 1.3710, loss: 1.3710, grad_norm: 7.4621 2020-07-30 12:49:39,153 - mmaction - INFO - Epoch [64][1020/3757] lr: 1.000e-03, eta: 3 days, 2:55:35, time: 1.951, data_time: 0.009, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8562, loss_cls: 1.4183, loss: 1.4183, grad_norm: 7.8712 2020-07-30 12:50:18,528 - mmaction - INFO - Epoch [64][1040/3757] lr: 1.000e-03, eta: 3 days, 2:54:56, time: 1.964, data_time: 0.185, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8586, loss_cls: 1.3538, loss: 1.3538, grad_norm: 7.6302 2020-07-30 12:50:54,982 - mmaction - INFO - Epoch [64][1060/3757] lr: 1.000e-03, eta: 3 days, 2:54:15, time: 1.827, data_time: 0.547, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8422, loss_cls: 1.4791, loss: 1.4791, grad_norm: 8.0028 2020-07-30 12:51:32,812 - mmaction - INFO - Epoch [64][1080/3757] lr: 1.000e-03, eta: 3 days, 2:53:36, time: 1.885, data_time: 1.242, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8602, loss_cls: 1.3499, loss: 1.3499, grad_norm: 7.5847 2020-07-30 12:52:14,004 - mmaction - INFO - Epoch [64][1100/3757] lr: 1.000e-03, eta: 3 days, 2:52:58, time: 2.066, data_time: 0.193, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8383, loss_cls: 1.5419, loss: 1.5419, grad_norm: 7.9092 2020-07-30 12:52:53,816 - mmaction - INFO - Epoch [64][1120/3757] lr: 1.000e-03, eta: 3 days, 2:52:19, time: 1.985, data_time: 0.422, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8570, loss_cls: 1.3508, loss: 1.3508, grad_norm: 7.4753 2020-07-30 12:53:32,813 - mmaction - INFO - Epoch [64][1140/3757] lr: 1.000e-03, eta: 3 days, 2:51:40, time: 1.953, data_time: 0.321, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8672, loss_cls: 1.3011, loss: 1.3011, grad_norm: 7.3830 2020-07-30 12:54:11,587 - mmaction - INFO - Epoch [64][1160/3757] lr: 1.000e-03, eta: 3 days, 2:51:01, time: 1.940, data_time: 0.419, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8453, loss_cls: 1.4323, loss: 1.4323, grad_norm: 7.7127 2020-07-30 12:54:51,939 - mmaction - INFO - Epoch [64][1180/3757] lr: 1.000e-03, eta: 3 days, 2:50:22, time: 2.015, data_time: 0.351, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8688, loss_cls: 1.3565, loss: 1.3565, grad_norm: 7.5023 2020-07-30 12:55:27,429 - mmaction - INFO - Epoch [64][1200/3757] lr: 1.000e-03, eta: 3 days, 2:49:41, time: 1.768, data_time: 0.132, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8727, loss_cls: 1.3146, loss: 1.3146, grad_norm: 7.4841 2020-07-30 12:56:05,809 - mmaction - INFO - Epoch [64][1220/3757] lr: 1.000e-03, eta: 3 days, 2:49:02, time: 1.927, data_time: 0.049, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8570, loss_cls: 1.3600, loss: 1.3600, grad_norm: 7.6262 2020-07-30 12:56:48,363 - mmaction - INFO - Epoch [64][1240/3757] lr: 1.000e-03, eta: 3 days, 2:48:24, time: 2.125, data_time: 0.609, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8445, loss_cls: 1.4548, loss: 1.4548, grad_norm: 7.8700 2020-07-30 12:57:25,422 - mmaction - INFO - Epoch [64][1260/3757] lr: 1.000e-03, eta: 3 days, 2:47:44, time: 1.856, data_time: 1.068, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8547, loss_cls: 1.3798, loss: 1.3798, grad_norm: 7.5528 2020-07-30 12:58:04,853 - mmaction - INFO - Epoch [64][1280/3757] lr: 1.000e-03, eta: 3 days, 2:47:05, time: 1.967, data_time: 0.973, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8594, loss_cls: 1.3989, loss: 1.3989, grad_norm: 7.7814 2020-07-30 12:58:41,553 - mmaction - INFO - Epoch [64][1300/3757] lr: 1.000e-03, eta: 3 days, 2:46:25, time: 1.840, data_time: 0.571, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8602, loss_cls: 1.3753, loss: 1.3753, grad_norm: 7.8982 2020-07-30 12:59:20,692 - mmaction - INFO - Epoch [64][1320/3757] lr: 1.000e-03, eta: 3 days, 2:45:46, time: 1.949, data_time: 0.011, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8453, loss_cls: 1.4767, loss: 1.4767, grad_norm: 7.7247 2020-07-30 12:59:58,339 - mmaction - INFO - Epoch [64][1340/3757] lr: 1.000e-03, eta: 3 days, 2:45:06, time: 1.890, data_time: 0.026, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8438, loss_cls: 1.4989, loss: 1.4989, grad_norm: 7.9641 2020-07-30 13:00:38,867 - mmaction - INFO - Epoch [64][1360/3757] lr: 1.000e-03, eta: 3 days, 2:44:27, time: 2.005, data_time: 0.009, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8492, loss_cls: 1.4475, loss: 1.4475, grad_norm: 7.7409 2020-07-30 13:01:17,989 - mmaction - INFO - Epoch [64][1380/3757] lr: 1.000e-03, eta: 3 days, 2:43:48, time: 1.975, data_time: 0.059, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8500, loss_cls: 1.4185, loss: 1.4185, grad_norm: 7.7878 2020-07-30 13:01:55,684 - mmaction - INFO - Epoch [64][1400/3757] lr: 1.000e-03, eta: 3 days, 2:43:08, time: 1.879, data_time: 0.010, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8469, loss_cls: 1.4486, loss: 1.4486, grad_norm: 7.7270 2020-07-30 13:02:34,867 - mmaction - INFO - Epoch [64][1420/3757] lr: 1.000e-03, eta: 3 days, 2:42:29, time: 1.960, data_time: 0.009, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8844, loss_cls: 1.2751, loss: 1.2751, grad_norm: 7.2189 2020-07-30 13:03:14,636 - mmaction - INFO - Epoch [64][1440/3757] lr: 1.000e-03, eta: 3 days, 2:41:51, time: 1.993, data_time: 0.012, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8555, loss_cls: 1.4150, loss: 1.4150, grad_norm: 7.7133 2020-07-30 13:03:51,799 - mmaction - INFO - Epoch [64][1460/3757] lr: 1.000e-03, eta: 3 days, 2:41:11, time: 1.856, data_time: 0.009, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8570, loss_cls: 1.3334, loss: 1.3334, grad_norm: 7.5954 2020-07-30 13:04:33,861 - mmaction - INFO - Epoch [64][1480/3757] lr: 1.000e-03, eta: 3 days, 2:40:33, time: 2.099, data_time: 0.033, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8445, loss_cls: 1.4182, loss: 1.4182, grad_norm: 7.5233 2020-07-30 13:05:13,829 - mmaction - INFO - Epoch [64][1500/3757] lr: 1.000e-03, eta: 3 days, 2:39:54, time: 1.998, data_time: 0.019, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8555, loss_cls: 1.3679, loss: 1.3679, grad_norm: 7.5545 2020-07-30 13:05:52,482 - mmaction - INFO - Epoch [64][1520/3757] lr: 1.000e-03, eta: 3 days, 2:39:15, time: 1.940, data_time: 0.016, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8680, loss_cls: 1.3522, loss: 1.3522, grad_norm: 7.7559 2020-07-30 13:06:32,126 - mmaction - INFO - Epoch [64][1540/3757] lr: 1.000e-03, eta: 3 days, 2:38:36, time: 1.980, data_time: 0.009, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8492, loss_cls: 1.4205, loss: 1.4205, grad_norm: 7.7104 2020-07-30 13:07:09,551 - mmaction - INFO - Epoch [64][1560/3757] lr: 1.000e-03, eta: 3 days, 2:37:56, time: 1.872, data_time: 0.025, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8641, loss_cls: 1.3500, loss: 1.3500, grad_norm: 7.6783 2020-07-30 13:07:46,872 - mmaction - INFO - Epoch [64][1580/3757] lr: 1.000e-03, eta: 3 days, 2:37:16, time: 1.861, data_time: 0.016, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8703, loss_cls: 1.2960, loss: 1.2960, grad_norm: 7.4653 2020-07-30 13:08:24,654 - mmaction - INFO - Epoch [64][1600/3757] lr: 1.000e-03, eta: 3 days, 2:36:36, time: 1.895, data_time: 0.010, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8641, loss_cls: 1.4190, loss: 1.4190, grad_norm: 7.8935 2020-07-30 13:09:04,590 - mmaction - INFO - Epoch [64][1620/3757] lr: 1.000e-03, eta: 3 days, 2:35:58, time: 1.991, data_time: 0.009, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8469, loss_cls: 1.4296, loss: 1.4296, grad_norm: 7.8624 2020-07-30 13:09:44,227 - mmaction - INFO - Epoch [64][1640/3757] lr: 1.000e-03, eta: 3 days, 2:35:19, time: 1.988, data_time: 0.009, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8656, loss_cls: 1.3316, loss: 1.3316, grad_norm: 7.5655 2020-07-30 13:10:24,577 - mmaction - INFO - Epoch [64][1660/3757] lr: 1.000e-03, eta: 3 days, 2:34:41, time: 2.011, data_time: 0.008, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8867, loss_cls: 1.2609, loss: 1.2609, grad_norm: 7.5344 2020-07-30 13:11:03,642 - mmaction - INFO - Epoch [64][1680/3757] lr: 1.000e-03, eta: 3 days, 2:34:02, time: 1.961, data_time: 0.011, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8430, loss_cls: 1.4718, loss: 1.4718, grad_norm: 7.9548 2020-07-30 13:11:43,517 - mmaction - INFO - Epoch [64][1700/3757] lr: 1.000e-03, eta: 3 days, 2:33:23, time: 1.991, data_time: 0.011, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8484, loss_cls: 1.4999, loss: 1.4999, grad_norm: 8.0084 2020-07-30 13:12:24,918 - mmaction - INFO - Epoch [64][1720/3757] lr: 1.000e-03, eta: 3 days, 2:32:45, time: 2.073, data_time: 0.006, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8578, loss_cls: 1.3742, loss: 1.3742, grad_norm: 7.7951 2020-07-30 13:13:01,902 - mmaction - INFO - Epoch [64][1740/3757] lr: 1.000e-03, eta: 3 days, 2:32:05, time: 1.848, data_time: 0.003, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8680, loss_cls: 1.3353, loss: 1.3353, grad_norm: 7.6162 2020-07-30 13:13:40,702 - mmaction - INFO - Epoch [64][1760/3757] lr: 1.000e-03, eta: 3 days, 2:31:26, time: 1.940, data_time: 0.009, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8469, loss_cls: 1.4490, loss: 1.4490, grad_norm: 7.8252 2020-07-30 13:14:23,302 - mmaction - INFO - Epoch [64][1780/3757] lr: 1.000e-03, eta: 3 days, 2:30:48, time: 2.132, data_time: 0.091, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8648, loss_cls: 1.3350, loss: 1.3350, grad_norm: 7.5499 2020-07-30 13:15:03,830 - mmaction - INFO - Epoch [64][1800/3757] lr: 1.000e-03, eta: 3 days, 2:30:10, time: 2.025, data_time: 0.209, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8578, loss_cls: 1.4009, loss: 1.4009, grad_norm: 7.6714 2020-07-30 13:15:41,626 - mmaction - INFO - Epoch [64][1820/3757] lr: 1.000e-03, eta: 3 days, 2:29:30, time: 1.887, data_time: 0.006, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8750, loss_cls: 1.3304, loss: 1.3304, grad_norm: 7.5625 2020-07-30 13:16:16,896 - mmaction - INFO - Epoch [64][1840/3757] lr: 1.000e-03, eta: 3 days, 2:28:49, time: 1.763, data_time: 0.011, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8469, loss_cls: 1.3761, loss: 1.3761, grad_norm: 7.9215 2020-07-30 13:16:57,078 - mmaction - INFO - Epoch [64][1860/3757] lr: 1.000e-03, eta: 3 days, 2:28:11, time: 2.014, data_time: 0.096, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8656, loss_cls: 1.3447, loss: 1.3447, grad_norm: 7.5687 2020-07-30 13:17:38,227 - mmaction - INFO - Epoch [64][1880/3757] lr: 1.000e-03, eta: 3 days, 2:27:33, time: 2.049, data_time: 0.008, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8453, loss_cls: 1.3992, loss: 1.3992, grad_norm: 7.7039 2020-07-30 13:18:17,367 - mmaction - INFO - Epoch [64][1900/3757] lr: 1.000e-03, eta: 3 days, 2:26:54, time: 1.964, data_time: 0.187, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8469, loss_cls: 1.4201, loss: 1.4201, grad_norm: 7.6952 2020-07-30 13:18:53,420 - mmaction - INFO - Epoch [64][1920/3757] lr: 1.000e-03, eta: 3 days, 2:26:13, time: 1.797, data_time: 0.008, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8461, loss_cls: 1.4243, loss: 1.4243, grad_norm: 7.7519 2020-07-30 13:19:34,653 - mmaction - INFO - Epoch [64][1940/3757] lr: 1.000e-03, eta: 3 days, 2:25:35, time: 2.068, data_time: 0.010, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8578, loss_cls: 1.3642, loss: 1.3642, grad_norm: 7.4917 2020-07-30 13:20:14,922 - mmaction - INFO - Epoch [64][1960/3757] lr: 1.000e-03, eta: 3 days, 2:24:56, time: 2.011, data_time: 0.008, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8586, loss_cls: 1.3907, loss: 1.3907, grad_norm: 7.4951 2020-07-30 13:20:53,202 - mmaction - INFO - Epoch [64][1980/3757] lr: 1.000e-03, eta: 3 days, 2:24:17, time: 1.917, data_time: 0.009, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8484, loss_cls: 1.4175, loss: 1.4175, grad_norm: 7.7526 2020-07-30 13:21:34,817 - mmaction - INFO - Epoch [64][2000/3757] lr: 1.000e-03, eta: 3 days, 2:23:39, time: 2.078, data_time: 0.008, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8492, loss_cls: 1.3658, loss: 1.3658, grad_norm: 7.5167 2020-07-30 13:22:14,063 - mmaction - INFO - Epoch [64][2020/3757] lr: 1.000e-03, eta: 3 days, 2:23:00, time: 1.964, data_time: 0.008, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.3893, loss: 1.3893, grad_norm: 7.8947 2020-07-30 13:22:53,202 - mmaction - INFO - Epoch [64][2040/3757] lr: 1.000e-03, eta: 3 days, 2:22:21, time: 1.957, data_time: 0.009, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8461, loss_cls: 1.4617, loss: 1.4617, grad_norm: 7.7811 2020-07-30 13:23:30,516 - mmaction - INFO - Epoch [64][2060/3757] lr: 1.000e-03, eta: 3 days, 2:21:41, time: 1.859, data_time: 0.010, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8586, loss_cls: 1.3398, loss: 1.3398, grad_norm: 7.5615 2020-07-30 13:24:07,365 - mmaction - INFO - Epoch [64][2080/3757] lr: 1.000e-03, eta: 3 days, 2:21:01, time: 1.851, data_time: 0.093, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8523, loss_cls: 1.3341, loss: 1.3341, grad_norm: 7.5478 2020-07-30 13:24:47,985 - mmaction - INFO - Epoch [64][2100/3757] lr: 1.000e-03, eta: 3 days, 2:20:22, time: 2.031, data_time: 0.002, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8562, loss_cls: 1.4061, loss: 1.4061, grad_norm: 7.9194 2020-07-30 13:25:28,399 - mmaction - INFO - Epoch [64][2120/3757] lr: 1.000e-03, eta: 3 days, 2:19:44, time: 2.013, data_time: 0.012, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8461, loss_cls: 1.4344, loss: 1.4344, grad_norm: 7.9750 2020-07-30 13:26:04,954 - mmaction - INFO - Epoch [64][2140/3757] lr: 1.000e-03, eta: 3 days, 2:19:04, time: 1.835, data_time: 0.066, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8445, loss_cls: 1.4724, loss: 1.4724, grad_norm: 7.8057 2020-07-30 13:26:43,099 - mmaction - INFO - Epoch [64][2160/3757] lr: 1.000e-03, eta: 3 days, 2:18:24, time: 1.907, data_time: 0.378, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8680, loss_cls: 1.3768, loss: 1.3768, grad_norm: 7.5456 2020-07-30 13:27:21,028 - mmaction - INFO - Epoch [64][2180/3757] lr: 1.000e-03, eta: 3 days, 2:17:44, time: 1.888, data_time: 0.351, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8383, loss_cls: 1.4422, loss: 1.4422, grad_norm: 7.8831 2020-07-30 13:28:02,509 - mmaction - INFO - Epoch [64][2200/3757] lr: 1.000e-03, eta: 3 days, 2:17:06, time: 2.080, data_time: 1.280, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8609, loss_cls: 1.3733, loss: 1.3733, grad_norm: 7.7966 2020-07-30 13:28:41,595 - mmaction - INFO - Epoch [64][2220/3757] lr: 1.000e-03, eta: 3 days, 2:16:27, time: 1.956, data_time: 0.145, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8539, loss_cls: 1.3900, loss: 1.3900, grad_norm: 7.6261 2020-07-30 13:29:19,044 - mmaction - INFO - Epoch [64][2240/3757] lr: 1.000e-03, eta: 3 days, 2:15:47, time: 1.867, data_time: 0.155, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8523, loss_cls: 1.3686, loss: 1.3686, grad_norm: 7.4656 2020-07-30 13:29:58,315 - mmaction - INFO - Epoch [64][2260/3757] lr: 1.000e-03, eta: 3 days, 2:15:08, time: 1.970, data_time: 0.412, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8445, loss_cls: 1.4160, loss: 1.4160, grad_norm: 7.6659 2020-07-30 13:30:39,930 - mmaction - INFO - Epoch [64][2280/3757] lr: 1.000e-03, eta: 3 days, 2:14:31, time: 2.076, data_time: 0.206, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8492, loss_cls: 1.4022, loss: 1.4022, grad_norm: 7.6930 2020-07-30 13:31:17,387 - mmaction - INFO - Epoch [64][2300/3757] lr: 1.000e-03, eta: 3 days, 2:13:51, time: 1.876, data_time: 0.009, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8445, loss_cls: 1.3956, loss: 1.3956, grad_norm: 7.5113 2020-07-30 13:31:56,223 - mmaction - INFO - Epoch [64][2320/3757] lr: 1.000e-03, eta: 3 days, 2:13:11, time: 1.940, data_time: 0.393, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8766, loss_cls: 1.3097, loss: 1.3097, grad_norm: 7.4258 2020-07-30 13:32:33,488 - mmaction - INFO - Epoch [64][2340/3757] lr: 1.000e-03, eta: 3 days, 2:12:31, time: 1.860, data_time: 0.236, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8266, loss_cls: 1.4825, loss: 1.4825, grad_norm: 7.8027 2020-07-30 13:33:15,751 - mmaction - INFO - Epoch [64][2360/3757] lr: 1.000e-03, eta: 3 days, 2:11:54, time: 2.119, data_time: 0.853, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8680, loss_cls: 1.3218, loss: 1.3218, grad_norm: 7.5630 2020-07-30 13:33:55,704 - mmaction - INFO - Epoch [64][2380/3757] lr: 1.000e-03, eta: 3 days, 2:11:15, time: 1.996, data_time: 1.363, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8555, loss_cls: 1.3709, loss: 1.3709, grad_norm: 7.2818 2020-07-30 13:34:29,262 - mmaction - INFO - Epoch [64][2400/3757] lr: 1.000e-03, eta: 3 days, 2:10:33, time: 1.680, data_time: 1.074, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8625, loss_cls: 1.3390, loss: 1.3390, grad_norm: 7.5223 2020-07-30 13:35:10,342 - mmaction - INFO - Epoch [64][2420/3757] lr: 1.000e-03, eta: 3 days, 2:09:55, time: 2.052, data_time: 1.080, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8641, loss_cls: 1.3336, loss: 1.3336, grad_norm: 7.5566 2020-07-30 13:35:48,797 - mmaction - INFO - Epoch [64][2440/3757] lr: 1.000e-03, eta: 3 days, 2:09:16, time: 1.918, data_time: 0.308, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8531, loss_cls: 1.4062, loss: 1.4062, grad_norm: 7.6165 2020-07-30 13:36:26,392 - mmaction - INFO - Epoch [64][2460/3757] lr: 1.000e-03, eta: 3 days, 2:08:36, time: 1.874, data_time: 0.025, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8617, loss_cls: 1.3171, loss: 1.3171, grad_norm: 7.3621 2020-07-30 13:37:05,396 - mmaction - INFO - Epoch [64][2480/3757] lr: 1.000e-03, eta: 3 days, 2:07:57, time: 1.959, data_time: 0.015, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8680, loss_cls: 1.2873, loss: 1.2873, grad_norm: 7.3657 2020-07-30 13:37:44,509 - mmaction - INFO - Epoch [64][2500/3757] lr: 1.000e-03, eta: 3 days, 2:07:17, time: 1.952, data_time: 0.011, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8516, loss_cls: 1.3842, loss: 1.3842, grad_norm: 7.7248 2020-07-30 13:38:22,913 - mmaction - INFO - Epoch [64][2520/3757] lr: 1.000e-03, eta: 3 days, 2:06:38, time: 1.926, data_time: 0.010, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8578, loss_cls: 1.3597, loss: 1.3597, grad_norm: 7.5677 2020-07-30 13:39:02,808 - mmaction - INFO - Epoch [64][2540/3757] lr: 1.000e-03, eta: 3 days, 2:05:59, time: 1.991, data_time: 0.009, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8789, loss_cls: 1.2923, loss: 1.2923, grad_norm: 7.4199 2020-07-30 13:39:38,857 - mmaction - INFO - Epoch [64][2560/3757] lr: 1.000e-03, eta: 3 days, 2:05:19, time: 1.806, data_time: 0.009, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8594, loss_cls: 1.4060, loss: 1.4060, grad_norm: 7.7381 2020-07-30 13:40:18,637 - mmaction - INFO - Epoch [64][2580/3757] lr: 1.000e-03, eta: 3 days, 2:04:40, time: 1.989, data_time: 0.009, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8602, loss_cls: 1.3242, loss: 1.3242, grad_norm: 7.4753 2020-07-30 13:40:56,470 - mmaction - INFO - Epoch [64][2600/3757] lr: 1.000e-03, eta: 3 days, 2:04:00, time: 1.891, data_time: 0.003, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8414, loss_cls: 1.4090, loss: 1.4090, grad_norm: 7.8039 2020-07-30 13:41:34,336 - mmaction - INFO - Epoch [64][2620/3757] lr: 1.000e-03, eta: 3 days, 2:03:20, time: 1.891, data_time: 0.009, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8547, loss_cls: 1.3835, loss: 1.3835, grad_norm: 7.4816 2020-07-30 13:42:13,177 - mmaction - INFO - Epoch [64][2640/3757] lr: 1.000e-03, eta: 3 days, 2:02:41, time: 1.937, data_time: 0.028, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8656, loss_cls: 1.3072, loss: 1.3072, grad_norm: 7.5244 2020-07-30 13:42:51,103 - mmaction - INFO - Epoch [64][2660/3757] lr: 1.000e-03, eta: 3 days, 2:02:01, time: 1.897, data_time: 0.606, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8523, loss_cls: 1.3723, loss: 1.3723, grad_norm: 7.8381 2020-07-30 13:43:31,211 - mmaction - INFO - Epoch [64][2680/3757] lr: 1.000e-03, eta: 3 days, 2:01:23, time: 2.013, data_time: 0.696, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8617, loss_cls: 1.3402, loss: 1.3402, grad_norm: 7.4328 2020-07-30 13:44:12,068 - mmaction - INFO - Epoch [64][2700/3757] lr: 1.000e-03, eta: 3 days, 2:00:45, time: 2.043, data_time: 0.137, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8398, loss_cls: 1.4628, loss: 1.4628, grad_norm: 7.7955 2020-07-30 13:44:50,662 - mmaction - INFO - Epoch [64][2720/3757] lr: 1.000e-03, eta: 3 days, 2:00:05, time: 1.930, data_time: 0.042, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8594, loss_cls: 1.2907, loss: 1.2907, grad_norm: 7.4197 2020-07-30 13:45:29,275 - mmaction - INFO - Epoch [64][2740/3757] lr: 1.000e-03, eta: 3 days, 1:59:26, time: 1.927, data_time: 0.008, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8609, loss_cls: 1.3222, loss: 1.3222, grad_norm: 7.2800 2020-07-30 13:46:06,590 - mmaction - INFO - Epoch [64][2760/3757] lr: 1.000e-03, eta: 3 days, 1:58:46, time: 1.869, data_time: 0.010, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8500, loss_cls: 1.3852, loss: 1.3852, grad_norm: 7.7249 2020-07-30 13:46:45,753 - mmaction - INFO - Epoch [64][2780/3757] lr: 1.000e-03, eta: 3 days, 1:58:07, time: 1.959, data_time: 0.009, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8445, loss_cls: 1.4065, loss: 1.4065, grad_norm: 7.7599 2020-07-30 13:47:26,446 - mmaction - INFO - Epoch [64][2800/3757] lr: 1.000e-03, eta: 3 days, 1:57:29, time: 2.034, data_time: 0.059, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8445, loss_cls: 1.4202, loss: 1.4202, grad_norm: 7.6396 2020-07-30 13:48:02,124 - mmaction - INFO - Epoch [64][2820/3757] lr: 1.000e-03, eta: 3 days, 1:56:47, time: 1.777, data_time: 0.552, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8648, loss_cls: 1.3424, loss: 1.3424, grad_norm: 7.7590 2020-07-30 13:48:43,807 - mmaction - INFO - Epoch [64][2840/3757] lr: 1.000e-03, eta: 3 days, 1:56:10, time: 2.089, data_time: 0.133, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8328, loss_cls: 1.4660, loss: 1.4660, grad_norm: 7.7297 2020-07-30 13:49:19,536 - mmaction - INFO - Epoch [64][2860/3757] lr: 1.000e-03, eta: 3 days, 1:55:29, time: 1.783, data_time: 0.010, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8438, loss_cls: 1.4687, loss: 1.4687, grad_norm: 8.0010 2020-07-30 13:49:57,735 - mmaction - INFO - Epoch [64][2880/3757] lr: 1.000e-03, eta: 3 days, 1:54:49, time: 1.916, data_time: 0.009, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8406, loss_cls: 1.4116, loss: 1.4116, grad_norm: 7.6782 2020-07-30 13:50:41,470 - mmaction - INFO - Epoch [64][2900/3757] lr: 1.000e-03, eta: 3 days, 1:54:13, time: 2.187, data_time: 0.008, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8586, loss_cls: 1.3709, loss: 1.3709, grad_norm: 7.8077 2020-07-30 13:51:19,048 - mmaction - INFO - Epoch [64][2920/3757] lr: 1.000e-03, eta: 3 days, 1:53:33, time: 1.877, data_time: 0.023, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8469, loss_cls: 1.4616, loss: 1.4616, grad_norm: 7.9533 2020-07-30 13:51:55,110 - mmaction - INFO - Epoch [64][2940/3757] lr: 1.000e-03, eta: 3 days, 1:52:52, time: 1.800, data_time: 0.010, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8586, loss_cls: 1.3938, loss: 1.3938, grad_norm: 7.6067 2020-07-30 13:52:38,587 - mmaction - INFO - Epoch [64][2960/3757] lr: 1.000e-03, eta: 3 days, 1:52:15, time: 2.176, data_time: 0.009, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8617, loss_cls: 1.4353, loss: 1.4353, grad_norm: 8.0046 2020-07-30 13:53:16,201 - mmaction - INFO - Epoch [64][2980/3757] lr: 1.000e-03, eta: 3 days, 1:51:35, time: 1.879, data_time: 0.010, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8414, loss_cls: 1.4392, loss: 1.4392, grad_norm: 7.8586 2020-07-30 13:53:52,980 - mmaction - INFO - Epoch [64][3000/3757] lr: 1.000e-03, eta: 3 days, 1:50:55, time: 1.843, data_time: 0.009, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8609, loss_cls: 1.3365, loss: 1.3365, grad_norm: 7.3527 2020-07-30 13:54:32,053 - mmaction - INFO - Epoch [64][3020/3757] lr: 1.000e-03, eta: 3 days, 1:50:16, time: 1.946, data_time: 0.021, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8492, loss_cls: 1.4480, loss: 1.4480, grad_norm: 7.6372 2020-07-30 13:55:13,744 - mmaction - INFO - Epoch [64][3040/3757] lr: 1.000e-03, eta: 3 days, 1:49:38, time: 2.087, data_time: 0.011, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8523, loss_cls: 1.3913, loss: 1.3913, grad_norm: 7.6975 2020-07-30 13:55:49,055 - mmaction - INFO - Epoch [64][3060/3757] lr: 1.000e-03, eta: 3 days, 1:48:57, time: 1.769, data_time: 0.009, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8602, loss_cls: 1.3583, loss: 1.3583, grad_norm: 7.5721 2020-07-30 13:56:28,146 - mmaction - INFO - Epoch [64][3080/3757] lr: 1.000e-03, eta: 3 days, 1:48:18, time: 1.949, data_time: 0.021, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8453, loss_cls: 1.4797, loss: 1.4797, grad_norm: 7.7824 2020-07-30 13:57:09,716 - mmaction - INFO - Epoch [64][3100/3757] lr: 1.000e-03, eta: 3 days, 1:47:40, time: 2.085, data_time: 0.010, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8570, loss_cls: 1.3387, loss: 1.3387, grad_norm: 7.6943 2020-07-30 13:57:49,700 - mmaction - INFO - Epoch [64][3120/3757] lr: 1.000e-03, eta: 3 days, 1:47:02, time: 1.996, data_time: 0.008, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8484, loss_cls: 1.4202, loss: 1.4202, grad_norm: 7.8838 2020-07-30 13:58:27,955 - mmaction - INFO - Epoch [64][3140/3757] lr: 1.000e-03, eta: 3 days, 1:46:22, time: 1.910, data_time: 0.010, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8508, loss_cls: 1.3916, loss: 1.3916, grad_norm: 7.6939 2020-07-30 13:59:09,169 - mmaction - INFO - Epoch [64][3160/3757] lr: 1.000e-03, eta: 3 days, 1:45:44, time: 2.067, data_time: 0.010, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8445, loss_cls: 1.4778, loss: 1.4778, grad_norm: 8.0089 2020-07-30 13:59:47,551 - mmaction - INFO - Epoch [64][3180/3757] lr: 1.000e-03, eta: 3 days, 1:45:05, time: 1.915, data_time: 0.007, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8539, loss_cls: 1.4268, loss: 1.4268, grad_norm: 7.9734 2020-07-30 14:00:23,498 - mmaction - INFO - Epoch [64][3200/3757] lr: 1.000e-03, eta: 3 days, 1:44:24, time: 1.785, data_time: 0.113, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8500, loss_cls: 1.4238, loss: 1.4238, grad_norm: 7.8877 2020-07-30 14:01:05,670 - mmaction - INFO - Epoch [64][3220/3757] lr: 1.000e-03, eta: 3 days, 1:43:47, time: 2.122, data_time: 0.878, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8711, loss_cls: 1.3319, loss: 1.3319, grad_norm: 7.6092 2020-07-30 14:01:48,505 - mmaction - INFO - Epoch [64][3240/3757] lr: 1.000e-03, eta: 3 days, 1:43:10, time: 2.137, data_time: 0.282, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8305, loss_cls: 1.4211, loss: 1.4211, grad_norm: 7.7766 2020-07-30 14:02:26,950 - mmaction - INFO - Epoch [64][3260/3757] lr: 1.000e-03, eta: 3 days, 1:42:30, time: 1.927, data_time: 0.010, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8664, loss_cls: 1.3643, loss: 1.3643, grad_norm: 7.5763 2020-07-30 14:03:04,966 - mmaction - INFO - Epoch [64][3280/3757] lr: 1.000e-03, eta: 3 days, 1:41:50, time: 1.897, data_time: 0.005, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8578, loss_cls: 1.4011, loss: 1.4011, grad_norm: 7.5950 2020-07-30 14:03:44,187 - mmaction - INFO - Epoch [64][3300/3757] lr: 1.000e-03, eta: 3 days, 1:41:11, time: 1.968, data_time: 0.011, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8578, loss_cls: 1.4080, loss: 1.4080, grad_norm: 7.7038 2020-07-30 14:04:19,416 - mmaction - INFO - Epoch [64][3320/3757] lr: 1.000e-03, eta: 3 days, 1:40:30, time: 1.753, data_time: 0.874, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8602, loss_cls: 1.3245, loss: 1.3245, grad_norm: 7.4205 2020-07-30 14:05:01,461 - mmaction - INFO - Epoch [64][3340/3757] lr: 1.000e-03, eta: 3 days, 1:39:53, time: 2.107, data_time: 0.236, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8641, loss_cls: 1.3756, loss: 1.3756, grad_norm: 7.5615 2020-07-30 14:05:41,109 - mmaction - INFO - Epoch [64][3360/3757] lr: 1.000e-03, eta: 3 days, 1:39:14, time: 1.981, data_time: 0.029, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8570, loss_cls: 1.4070, loss: 1.4070, grad_norm: 7.6958 2020-07-30 14:06:17,588 - mmaction - INFO - Epoch [64][3380/3757] lr: 1.000e-03, eta: 3 days, 1:38:33, time: 1.826, data_time: 0.120, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8359, loss_cls: 1.4706, loss: 1.4706, grad_norm: 7.7851 2020-07-30 14:06:55,863 - mmaction - INFO - Epoch [64][3400/3757] lr: 1.000e-03, eta: 3 days, 1:37:54, time: 1.917, data_time: 0.122, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8383, loss_cls: 1.4489, loss: 1.4489, grad_norm: 7.8332 2020-07-30 14:07:32,691 - mmaction - INFO - Epoch [64][3420/3757] lr: 1.000e-03, eta: 3 days, 1:37:13, time: 1.838, data_time: 0.008, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8609, loss_cls: 1.3654, loss: 1.3654, grad_norm: 7.6823 2020-07-30 14:08:13,845 - mmaction - INFO - Epoch [64][3440/3757] lr: 1.000e-03, eta: 3 days, 1:36:35, time: 2.060, data_time: 0.086, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8477, loss_cls: 1.4147, loss: 1.4147, grad_norm: 7.6954 2020-07-30 14:08:53,781 - mmaction - INFO - Epoch [64][3460/3757] lr: 1.000e-03, eta: 3 days, 1:35:57, time: 1.989, data_time: 0.007, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8648, loss_cls: 1.3407, loss: 1.3407, grad_norm: 7.5999 2020-07-30 14:09:30,913 - mmaction - INFO - Epoch [64][3480/3757] lr: 1.000e-03, eta: 3 days, 1:35:17, time: 1.864, data_time: 0.107, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8602, loss_cls: 1.3772, loss: 1.3772, grad_norm: 7.7914 2020-07-30 14:10:11,612 - mmaction - INFO - Epoch [64][3500/3757] lr: 1.000e-03, eta: 3 days, 1:34:38, time: 2.031, data_time: 0.414, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8523, loss_cls: 1.3835, loss: 1.3835, grad_norm: 7.8277 2020-07-30 14:10:47,942 - mmaction - INFO - Epoch [64][3520/3757] lr: 1.000e-03, eta: 3 days, 1:33:58, time: 1.821, data_time: 0.197, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8477, loss_cls: 1.4343, loss: 1.4343, grad_norm: 7.8145 2020-07-30 14:11:26,776 - mmaction - INFO - Epoch [64][3540/3757] lr: 1.000e-03, eta: 3 days, 1:33:19, time: 1.939, data_time: 0.142, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8477, loss_cls: 1.3879, loss: 1.3879, grad_norm: 7.7482 2020-07-30 14:12:07,330 - mmaction - INFO - Epoch [64][3560/3757] lr: 1.000e-03, eta: 3 days, 1:32:40, time: 2.029, data_time: 0.615, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8492, loss_cls: 1.4596, loss: 1.4596, grad_norm: 7.7532 2020-07-30 14:12:43,535 - mmaction - INFO - Epoch [64][3580/3757] lr: 1.000e-03, eta: 3 days, 1:31:59, time: 1.804, data_time: 0.275, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8469, loss_cls: 1.4279, loss: 1.4279, grad_norm: 7.6976 2020-07-30 14:13:22,517 - mmaction - INFO - Epoch [64][3600/3757] lr: 1.000e-03, eta: 3 days, 1:31:20, time: 1.955, data_time: 0.034, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8680, loss_cls: 1.3103, loss: 1.3103, grad_norm: 7.6483 2020-07-30 14:14:00,286 - mmaction - INFO - Epoch [64][3620/3757] lr: 1.000e-03, eta: 3 days, 1:30:41, time: 1.890, data_time: 0.005, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8383, loss_cls: 1.5159, loss: 1.5159, grad_norm: 8.1748 2020-07-30 14:14:41,852 - mmaction - INFO - Epoch [64][3640/3757] lr: 1.000e-03, eta: 3 days, 1:30:03, time: 2.073, data_time: 0.009, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8555, loss_cls: 1.4086, loss: 1.4086, grad_norm: 7.8231 2020-07-30 14:15:20,525 - mmaction - INFO - Epoch [64][3660/3757] lr: 1.000e-03, eta: 3 days, 1:29:23, time: 1.933, data_time: 0.146, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8352, loss_cls: 1.4459, loss: 1.4459, grad_norm: 7.6034 2020-07-30 14:15:58,632 - mmaction - INFO - Epoch [64][3680/3757] lr: 1.000e-03, eta: 3 days, 1:28:44, time: 1.913, data_time: 0.010, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8484, loss_cls: 1.4054, loss: 1.4054, grad_norm: 7.6947 2020-07-30 14:16:37,022 - mmaction - INFO - Epoch [64][3700/3757] lr: 1.000e-03, eta: 3 days, 1:28:04, time: 1.911, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8703, loss_cls: 1.3831, loss: 1.3831, grad_norm: 7.9321 2020-07-30 14:17:17,604 - mmaction - INFO - Epoch [64][3720/3757] lr: 1.000e-03, eta: 3 days, 1:27:26, time: 2.036, data_time: 0.011, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8547, loss_cls: 1.3919, loss: 1.3919, grad_norm: 7.8705 2020-07-30 14:17:55,831 - mmaction - INFO - Epoch [64][3740/3757] lr: 1.000e-03, eta: 3 days, 1:26:47, time: 1.905, data_time: 0.020, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8438, loss_cls: 1.4688, loss: 1.4688, grad_norm: 7.8442 2020-07-30 14:18:23,352 - mmaction - INFO - Saving checkpoint at 64 epochs 2020-07-30 14:19:20,801 - mmaction - INFO - Epoch [65][20/3757] lr: 1.000e-03, eta: 3 days, 1:25:25, time: 2.783, data_time: 1.007, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8781, loss_cls: 1.3469, loss: 1.3469, grad_norm: 7.9026 2020-07-30 14:20:02,230 - mmaction - INFO - Epoch [65][40/3757] lr: 1.000e-03, eta: 3 days, 1:24:47, time: 2.073, data_time: 0.008, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8516, loss_cls: 1.3587, loss: 1.3587, grad_norm: 7.4948 2020-07-30 14:20:39,599 - mmaction - INFO - Epoch [65][60/3757] lr: 1.000e-03, eta: 3 days, 1:24:07, time: 1.866, data_time: 0.004, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8461, loss_cls: 1.4366, loss: 1.4366, grad_norm: 7.7751 2020-07-30 14:21:20,544 - mmaction - INFO - Epoch [65][80/3757] lr: 1.000e-03, eta: 3 days, 1:23:29, time: 2.049, data_time: 0.016, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8438, loss_cls: 1.4412, loss: 1.4412, grad_norm: 7.5766 2020-07-30 14:22:01,427 - mmaction - INFO - Epoch [65][100/3757] lr: 1.000e-03, eta: 3 days, 1:22:51, time: 2.038, data_time: 0.003, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8688, loss_cls: 1.3650, loss: 1.3650, grad_norm: 7.6799 2020-07-30 14:22:42,462 - mmaction - INFO - Epoch [65][120/3757] lr: 1.000e-03, eta: 3 days, 1:22:13, time: 2.051, data_time: 0.019, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8578, loss_cls: 1.3824, loss: 1.3824, grad_norm: 7.7589 2020-07-30 14:23:21,391 - mmaction - INFO - Epoch [65][140/3757] lr: 1.000e-03, eta: 3 days, 1:21:34, time: 1.953, data_time: 0.025, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8469, loss_cls: 1.3855, loss: 1.3855, grad_norm: 7.8139 2020-07-30 14:23:58,959 - mmaction - INFO - Epoch [65][160/3757] lr: 1.000e-03, eta: 3 days, 1:20:54, time: 1.868, data_time: 0.027, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8586, loss_cls: 1.3816, loss: 1.3816, grad_norm: 7.6902 2020-07-30 14:24:37,520 - mmaction - INFO - Epoch [65][180/3757] lr: 1.000e-03, eta: 3 days, 1:20:14, time: 1.938, data_time: 0.043, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8398, loss_cls: 1.4117, loss: 1.4117, grad_norm: 7.8026 2020-07-30 14:25:17,357 - mmaction - INFO - Epoch [65][200/3757] lr: 1.000e-03, eta: 3 days, 1:19:36, time: 1.987, data_time: 0.957, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8406, loss_cls: 1.4567, loss: 1.4567, grad_norm: 7.7546 2020-07-30 14:25:57,583 - mmaction - INFO - Epoch [65][220/3757] lr: 1.000e-03, eta: 3 days, 1:18:57, time: 2.015, data_time: 0.597, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8523, loss_cls: 1.3794, loss: 1.3794, grad_norm: 7.7113 2020-07-30 14:26:36,532 - mmaction - INFO - Epoch [65][240/3757] lr: 1.000e-03, eta: 3 days, 1:18:18, time: 1.948, data_time: 0.018, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8617, loss_cls: 1.3232, loss: 1.3232, grad_norm: 7.7005 2020-07-30 14:27:13,397 - mmaction - INFO - Epoch [65][260/3757] lr: 1.000e-03, eta: 3 days, 1:17:38, time: 1.836, data_time: 0.002, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8555, loss_cls: 1.3750, loss: 1.3750, grad_norm: 7.6684 2020-07-30 14:27:54,643 - mmaction - INFO - Epoch [65][280/3757] lr: 1.000e-03, eta: 3 days, 1:17:00, time: 2.064, data_time: 0.017, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8500, loss_cls: 1.4409, loss: 1.4409, grad_norm: 7.8128 2020-07-30 14:28:32,810 - mmaction - INFO - Epoch [65][300/3757] lr: 1.000e-03, eta: 3 days, 1:16:20, time: 1.913, data_time: 0.038, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8648, loss_cls: 1.3358, loss: 1.3358, grad_norm: 7.8225 2020-07-30 14:29:11,116 - mmaction - INFO - Epoch [65][320/3757] lr: 1.000e-03, eta: 3 days, 1:15:41, time: 1.908, data_time: 0.003, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3617, loss: 1.3617, grad_norm: 7.6154 2020-07-30 14:29:49,619 - mmaction - INFO - Epoch [65][340/3757] lr: 1.000e-03, eta: 3 days, 1:15:01, time: 1.924, data_time: 0.230, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8531, loss_cls: 1.3398, loss: 1.3398, grad_norm: 7.5563 2020-07-30 14:30:30,051 - mmaction - INFO - Epoch [65][360/3757] lr: 1.000e-03, eta: 3 days, 1:14:23, time: 2.029, data_time: 0.067, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8523, loss_cls: 1.4189, loss: 1.4189, grad_norm: 7.8371 2020-07-30 14:31:08,999 - mmaction - INFO - Epoch [65][380/3757] lr: 1.000e-03, eta: 3 days, 1:13:44, time: 1.948, data_time: 0.003, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8602, loss_cls: 1.3566, loss: 1.3566, grad_norm: 7.7311 2020-07-30 14:31:47,559 - mmaction - INFO - Epoch [65][400/3757] lr: 1.000e-03, eta: 3 days, 1:13:04, time: 1.927, data_time: 0.008, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8617, loss_cls: 1.3132, loss: 1.3132, grad_norm: 7.5671 2020-07-30 14:32:25,921 - mmaction - INFO - Epoch [65][420/3757] lr: 1.000e-03, eta: 3 days, 1:12:25, time: 1.911, data_time: 0.008, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8500, loss_cls: 1.4018, loss: 1.4018, grad_norm: 7.6717 2020-07-30 14:33:08,473 - mmaction - INFO - Epoch [65][440/3757] lr: 1.000e-03, eta: 3 days, 1:11:48, time: 2.136, data_time: 0.012, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8641, loss_cls: 1.3421, loss: 1.3421, grad_norm: 7.9390 2020-07-30 14:33:44,164 - mmaction - INFO - Epoch [65][460/3757] lr: 1.000e-03, eta: 3 days, 1:11:07, time: 1.782, data_time: 0.008, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8734, loss_cls: 1.3330, loss: 1.3330, grad_norm: 7.8825 2020-07-30 14:34:24,951 - mmaction - INFO - Epoch [65][480/3757] lr: 1.000e-03, eta: 3 days, 1:10:28, time: 2.036, data_time: 0.014, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8586, loss_cls: 1.4045, loss: 1.4045, grad_norm: 8.0082 2020-07-30 14:35:02,600 - mmaction - INFO - Epoch [65][500/3757] lr: 1.000e-03, eta: 3 days, 1:09:49, time: 1.889, data_time: 0.010, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8633, loss_cls: 1.3619, loss: 1.3619, grad_norm: 7.6741 2020-07-30 14:35:41,958 - mmaction - INFO - Epoch [65][520/3757] lr: 1.000e-03, eta: 3 days, 1:09:10, time: 1.967, data_time: 0.071, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8391, loss_cls: 1.4341, loss: 1.4341, grad_norm: 7.8457 2020-07-30 14:36:26,227 - mmaction - INFO - Epoch [65][540/3757] lr: 1.000e-03, eta: 3 days, 1:08:33, time: 2.210, data_time: 0.011, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8469, loss_cls: 1.3830, loss: 1.3830, grad_norm: 7.6079 2020-07-30 14:37:05,676 - mmaction - INFO - Epoch [65][560/3757] lr: 1.000e-03, eta: 3 days, 1:07:55, time: 1.976, data_time: 0.008, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8469, loss_cls: 1.3928, loss: 1.3928, grad_norm: 7.7424 2020-07-30 14:37:39,825 - mmaction - INFO - Epoch [65][580/3757] lr: 1.000e-03, eta: 3 days, 1:07:13, time: 1.698, data_time: 0.053, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8461, loss_cls: 1.4189, loss: 1.4189, grad_norm: 7.7047 2020-07-30 14:38:22,237 - mmaction - INFO - Epoch [65][600/3757] lr: 1.000e-03, eta: 3 days, 1:06:35, time: 2.131, data_time: 0.192, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8492, loss_cls: 1.3538, loss: 1.3538, grad_norm: 7.6451 2020-07-30 14:39:00,310 - mmaction - INFO - Epoch [65][620/3757] lr: 1.000e-03, eta: 3 days, 1:05:56, time: 1.900, data_time: 0.007, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8578, loss_cls: 1.3731, loss: 1.3731, grad_norm: 7.6550 2020-07-30 14:39:39,749 - mmaction - INFO - Epoch [65][640/3757] lr: 1.000e-03, eta: 3 days, 1:05:17, time: 1.972, data_time: 0.005, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8742, loss_cls: 1.2666, loss: 1.2666, grad_norm: 7.5706 2020-07-30 14:40:15,823 - mmaction - INFO - Epoch [65][660/3757] lr: 1.000e-03, eta: 3 days, 1:04:36, time: 1.802, data_time: 0.026, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8562, loss_cls: 1.4112, loss: 1.4112, grad_norm: 7.8345 2020-07-30 14:40:59,274 - mmaction - INFO - Epoch [65][680/3757] lr: 1.000e-03, eta: 3 days, 1:03:59, time: 2.176, data_time: 0.010, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8500, loss_cls: 1.4156, loss: 1.4156, grad_norm: 7.8114 2020-07-30 14:41:35,122 - mmaction - INFO - Epoch [65][700/3757] lr: 1.000e-03, eta: 3 days, 1:03:19, time: 1.787, data_time: 0.008, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8594, loss_cls: 1.3338, loss: 1.3338, grad_norm: 7.5609 2020-07-30 14:42:16,992 - mmaction - INFO - Epoch [65][720/3757] lr: 1.000e-03, eta: 3 days, 1:02:41, time: 2.096, data_time: 0.088, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8625, loss_cls: 1.3435, loss: 1.3435, grad_norm: 7.5434 2020-07-30 14:42:53,250 - mmaction - INFO - Epoch [65][740/3757] lr: 1.000e-03, eta: 3 days, 1:02:00, time: 1.815, data_time: 0.008, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8430, loss_cls: 1.3991, loss: 1.3991, grad_norm: 7.4870 2020-07-30 14:43:33,036 - mmaction - INFO - Epoch [65][760/3757] lr: 1.000e-03, eta: 3 days, 1:01:22, time: 1.984, data_time: 0.009, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8523, loss_cls: 1.3509, loss: 1.3509, grad_norm: 7.8277 2020-07-30 14:44:12,247 - mmaction - INFO - Epoch [65][780/3757] lr: 1.000e-03, eta: 3 days, 1:00:43, time: 1.968, data_time: 0.010, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8695, loss_cls: 1.2903, loss: 1.2903, grad_norm: 7.4378 2020-07-30 14:44:51,510 - mmaction - INFO - Epoch [65][800/3757] lr: 1.000e-03, eta: 3 days, 1:00:04, time: 1.962, data_time: 0.031, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8406, loss_cls: 1.4432, loss: 1.4432, grad_norm: 7.8357 2020-07-30 14:45:33,061 - mmaction - INFO - Epoch [65][820/3757] lr: 1.000e-03, eta: 3 days, 0:59:26, time: 2.070, data_time: 0.007, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8648, loss_cls: 1.3390, loss: 1.3390, grad_norm: 7.5632 2020-07-30 14:46:15,670 - mmaction - INFO - Epoch [65][840/3757] lr: 1.000e-03, eta: 3 days, 0:58:49, time: 2.137, data_time: 0.010, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8641, loss_cls: 1.3234, loss: 1.3234, grad_norm: 7.5792 2020-07-30 14:46:52,035 - mmaction - INFO - Epoch [65][860/3757] lr: 1.000e-03, eta: 3 days, 0:58:08, time: 1.815, data_time: 0.095, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8492, loss_cls: 1.4281, loss: 1.4281, grad_norm: 7.7003 2020-07-30 14:47:29,118 - mmaction - INFO - Epoch [65][880/3757] lr: 1.000e-03, eta: 3 days, 0:57:28, time: 1.856, data_time: 0.413, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8617, loss_cls: 1.4370, loss: 1.4370, grad_norm: 7.9819 2020-07-30 14:48:09,284 - mmaction - INFO - Epoch [65][900/3757] lr: 1.000e-03, eta: 3 days, 0:56:49, time: 2.003, data_time: 1.305, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8547, loss_cls: 1.3817, loss: 1.3817, grad_norm: 7.6633 2020-07-30 14:48:49,677 - mmaction - INFO - Epoch [65][920/3757] lr: 1.000e-03, eta: 3 days, 0:56:11, time: 2.027, data_time: 1.469, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8531, loss_cls: 1.3794, loss: 1.3794, grad_norm: 7.5657 2020-07-30 14:49:28,782 - mmaction - INFO - Epoch [65][940/3757] lr: 1.000e-03, eta: 3 days, 0:55:32, time: 1.953, data_time: 1.349, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8523, loss_cls: 1.4080, loss: 1.4080, grad_norm: 7.9630 2020-07-30 14:50:05,527 - mmaction - INFO - Epoch [65][960/3757] lr: 1.000e-03, eta: 3 days, 0:54:52, time: 1.838, data_time: 0.500, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8633, loss_cls: 1.3381, loss: 1.3381, grad_norm: 7.7571 2020-07-30 14:50:42,651 - mmaction - INFO - Epoch [65][980/3757] lr: 1.000e-03, eta: 3 days, 0:54:11, time: 1.855, data_time: 0.633, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8531, loss_cls: 1.4184, loss: 1.4184, grad_norm: 7.9609 2020-07-30 14:51:24,934 - mmaction - INFO - Epoch [65][1000/3757] lr: 1.000e-03, eta: 3 days, 0:53:34, time: 2.112, data_time: 0.942, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8430, loss_cls: 1.4358, loss: 1.4358, grad_norm: 7.6236 2020-07-30 14:52:05,132 - mmaction - INFO - Epoch [65][1020/3757] lr: 1.000e-03, eta: 3 days, 0:52:56, time: 2.011, data_time: 0.326, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8414, loss_cls: 1.4129, loss: 1.4129, grad_norm: 7.6863 2020-07-30 14:52:39,839 - mmaction - INFO - Epoch [65][1040/3757] lr: 1.000e-03, eta: 3 days, 0:52:14, time: 1.734, data_time: 0.122, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8531, loss_cls: 1.3894, loss: 1.3894, grad_norm: 7.6716 2020-07-30 14:53:20,877 - mmaction - INFO - Epoch [65][1060/3757] lr: 1.000e-03, eta: 3 days, 0:51:36, time: 2.056, data_time: 0.148, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8555, loss_cls: 1.4056, loss: 1.4056, grad_norm: 7.8051 2020-07-30 14:53:58,111 - mmaction - INFO - Epoch [65][1080/3757] lr: 1.000e-03, eta: 3 days, 0:50:56, time: 1.855, data_time: 0.014, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8688, loss_cls: 1.3114, loss: 1.3114, grad_norm: 7.6198 2020-07-30 14:54:36,766 - mmaction - INFO - Epoch [65][1100/3757] lr: 1.000e-03, eta: 3 days, 0:50:17, time: 1.936, data_time: 0.009, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8523, loss_cls: 1.4242, loss: 1.4242, grad_norm: 7.9644 2020-07-30 14:55:14,903 - mmaction - INFO - Epoch [65][1120/3757] lr: 1.000e-03, eta: 3 days, 0:49:37, time: 1.905, data_time: 0.010, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8461, loss_cls: 1.3812, loss: 1.3812, grad_norm: 7.7038 2020-07-30 14:55:54,096 - mmaction - INFO - Epoch [65][1140/3757] lr: 1.000e-03, eta: 3 days, 0:48:58, time: 1.965, data_time: 0.200, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8570, loss_cls: 1.3306, loss: 1.3306, grad_norm: 7.6221 2020-07-30 14:56:32,329 - mmaction - INFO - Epoch [65][1160/3757] lr: 1.000e-03, eta: 3 days, 0:48:18, time: 1.904, data_time: 0.380, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8578, loss_cls: 1.3531, loss: 1.3531, grad_norm: 7.5857 2020-07-30 14:57:11,767 - mmaction - INFO - Epoch [65][1180/3757] lr: 1.000e-03, eta: 3 days, 0:47:39, time: 1.976, data_time: 0.011, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8656, loss_cls: 1.3353, loss: 1.3353, grad_norm: 7.7290 2020-07-30 14:57:50,362 - mmaction - INFO - Epoch [65][1200/3757] lr: 1.000e-03, eta: 3 days, 0:47:00, time: 1.924, data_time: 0.010, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8594, loss_cls: 1.3606, loss: 1.3606, grad_norm: 7.6236 2020-07-30 14:58:30,003 - mmaction - INFO - Epoch [65][1220/3757] lr: 1.000e-03, eta: 3 days, 0:46:21, time: 1.990, data_time: 0.011, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8539, loss_cls: 1.4130, loss: 1.4130, grad_norm: 7.8837 2020-07-30 14:59:08,450 - mmaction - INFO - Epoch [65][1240/3757] lr: 1.000e-03, eta: 3 days, 0:45:42, time: 1.916, data_time: 0.016, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8664, loss_cls: 1.3405, loss: 1.3405, grad_norm: 7.8857 2020-07-30 14:59:49,128 - mmaction - INFO - Epoch [65][1260/3757] lr: 1.000e-03, eta: 3 days, 0:45:04, time: 2.041, data_time: 0.057, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8539, loss_cls: 1.4095, loss: 1.4095, grad_norm: 7.9556 2020-07-30 15:00:29,099 - mmaction - INFO - Epoch [65][1280/3757] lr: 1.000e-03, eta: 3 days, 0:44:25, time: 1.984, data_time: 0.011, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8625, loss_cls: 1.3326, loss: 1.3326, grad_norm: 7.7461 2020-07-30 15:01:10,228 - mmaction - INFO - Epoch [65][1300/3757] lr: 1.000e-03, eta: 3 days, 0:43:47, time: 2.066, data_time: 0.031, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8516, loss_cls: 1.4097, loss: 1.4097, grad_norm: 7.7190 2020-07-30 15:01:48,966 - mmaction - INFO - Epoch [65][1320/3757] lr: 1.000e-03, eta: 3 days, 0:43:08, time: 1.935, data_time: 0.011, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8688, loss_cls: 1.3606, loss: 1.3606, grad_norm: 7.8521 2020-07-30 15:02:27,481 - mmaction - INFO - Epoch [65][1340/3757] lr: 1.000e-03, eta: 3 days, 0:42:28, time: 1.925, data_time: 0.009, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8547, loss_cls: 1.4160, loss: 1.4160, grad_norm: 7.8251 2020-07-30 15:03:05,402 - mmaction - INFO - Epoch [65][1360/3757] lr: 1.000e-03, eta: 3 days, 0:41:49, time: 1.903, data_time: 0.010, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8492, loss_cls: 1.4382, loss: 1.4382, grad_norm: 7.8158 2020-07-30 15:03:43,441 - mmaction - INFO - Epoch [65][1380/3757] lr: 1.000e-03, eta: 3 days, 0:41:09, time: 1.896, data_time: 0.009, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8406, loss_cls: 1.4065, loss: 1.4065, grad_norm: 7.8879 2020-07-30 15:04:21,806 - mmaction - INFO - Epoch [65][1400/3757] lr: 1.000e-03, eta: 3 days, 0:40:29, time: 1.917, data_time: 0.009, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8438, loss_cls: 1.4558, loss: 1.4558, grad_norm: 7.9461 2020-07-30 15:05:04,434 - mmaction - INFO - Epoch [65][1420/3757] lr: 1.000e-03, eta: 3 days, 0:39:52, time: 2.139, data_time: 0.010, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8703, loss_cls: 1.3047, loss: 1.3047, grad_norm: 7.6040 2020-07-30 15:05:39,526 - mmaction - INFO - Epoch [65][1440/3757] lr: 1.000e-03, eta: 3 days, 0:39:11, time: 1.755, data_time: 0.002, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8758, loss_cls: 1.3147, loss: 1.3147, grad_norm: 7.9343 2020-07-30 15:06:19,824 - mmaction - INFO - Epoch [65][1460/3757] lr: 1.000e-03, eta: 3 days, 0:38:33, time: 2.014, data_time: 0.009, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8547, loss_cls: 1.3807, loss: 1.3807, grad_norm: 7.8429 2020-07-30 15:06:58,603 - mmaction - INFO - Epoch [65][1480/3757] lr: 1.000e-03, eta: 3 days, 0:37:53, time: 1.932, data_time: 0.009, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8641, loss_cls: 1.3747, loss: 1.3747, grad_norm: 7.8665 2020-07-30 15:07:36,333 - mmaction - INFO - Epoch [65][1500/3757] lr: 1.000e-03, eta: 3 days, 0:37:13, time: 1.893, data_time: 0.011, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8578, loss_cls: 1.3560, loss: 1.3560, grad_norm: 7.6332 2020-07-30 15:08:17,800 - mmaction - INFO - Epoch [65][1520/3757] lr: 1.000e-03, eta: 3 days, 0:36:36, time: 2.068, data_time: 0.012, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8531, loss_cls: 1.3993, loss: 1.3993, grad_norm: 7.6838 2020-07-30 15:08:53,881 - mmaction - INFO - Epoch [65][1540/3757] lr: 1.000e-03, eta: 3 days, 0:35:55, time: 1.808, data_time: 0.010, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8477, loss_cls: 1.3965, loss: 1.3965, grad_norm: 7.5974 2020-07-30 15:09:36,007 - mmaction - INFO - Epoch [65][1560/3757] lr: 1.000e-03, eta: 3 days, 0:35:18, time: 2.105, data_time: 0.040, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8695, loss_cls: 1.3723, loss: 1.3723, grad_norm: 7.9371 2020-07-30 15:10:13,931 - mmaction - INFO - Epoch [65][1580/3757] lr: 1.000e-03, eta: 3 days, 0:34:38, time: 1.896, data_time: 0.019, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8727, loss_cls: 1.3152, loss: 1.3152, grad_norm: 7.7083 2020-07-30 15:10:52,038 - mmaction - INFO - Epoch [65][1600/3757] lr: 1.000e-03, eta: 3 days, 0:33:58, time: 1.903, data_time: 0.011, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8609, loss_cls: 1.3524, loss: 1.3524, grad_norm: 7.9295 2020-07-30 15:11:30,096 - mmaction - INFO - Epoch [65][1620/3757] lr: 1.000e-03, eta: 3 days, 0:33:18, time: 1.908, data_time: 0.007, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8547, loss_cls: 1.3794, loss: 1.3794, grad_norm: 7.8262 2020-07-30 15:12:07,977 - mmaction - INFO - Epoch [65][1640/3757] lr: 1.000e-03, eta: 3 days, 0:32:39, time: 1.886, data_time: 0.008, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8531, loss_cls: 1.4109, loss: 1.4109, grad_norm: 7.9036 2020-07-30 15:12:47,529 - mmaction - INFO - Epoch [65][1660/3757] lr: 1.000e-03, eta: 3 days, 0:32:00, time: 1.983, data_time: 0.011, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8555, loss_cls: 1.3932, loss: 1.3932, grad_norm: 7.8651 2020-07-30 15:13:29,273 - mmaction - INFO - Epoch [65][1680/3757] lr: 1.000e-03, eta: 3 days, 0:31:22, time: 2.084, data_time: 0.007, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8562, loss_cls: 1.3839, loss: 1.3839, grad_norm: 7.8409 2020-07-30 15:14:08,348 - mmaction - INFO - Epoch [65][1700/3757] lr: 1.000e-03, eta: 3 days, 0:30:43, time: 1.960, data_time: 0.009, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8602, loss_cls: 1.3742, loss: 1.3742, grad_norm: 7.8743 2020-07-30 15:14:46,239 - mmaction - INFO - Epoch [65][1720/3757] lr: 1.000e-03, eta: 3 days, 0:30:03, time: 1.893, data_time: 0.003, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8461, loss_cls: 1.4513, loss: 1.4513, grad_norm: 7.9884 2020-07-30 15:15:25,122 - mmaction - INFO - Epoch [65][1740/3757] lr: 1.000e-03, eta: 3 days, 0:29:24, time: 1.937, data_time: 0.008, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8453, loss_cls: 1.4344, loss: 1.4344, grad_norm: 8.0498 2020-07-30 15:16:05,156 - mmaction - INFO - Epoch [65][1760/3757] lr: 1.000e-03, eta: 3 days, 0:28:46, time: 2.009, data_time: 0.011, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8445, loss_cls: 1.4171, loss: 1.4171, grad_norm: 7.7727 2020-07-30 15:16:44,736 - mmaction - INFO - Epoch [65][1780/3757] lr: 1.000e-03, eta: 3 days, 0:28:07, time: 1.973, data_time: 0.008, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8422, loss_cls: 1.4554, loss: 1.4554, grad_norm: 8.1097 2020-07-30 15:17:23,060 - mmaction - INFO - Epoch [65][1800/3757] lr: 1.000e-03, eta: 3 days, 0:27:27, time: 1.919, data_time: 0.010, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8789, loss_cls: 1.2857, loss: 1.2857, grad_norm: 7.4998 2020-07-30 15:18:04,173 - mmaction - INFO - Epoch [65][1820/3757] lr: 1.000e-03, eta: 3 days, 0:26:49, time: 2.055, data_time: 0.010, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8492, loss_cls: 1.4060, loss: 1.4060, grad_norm: 7.5167 2020-07-30 15:18:40,856 - mmaction - INFO - Epoch [65][1840/3757] lr: 1.000e-03, eta: 3 days, 0:26:09, time: 1.834, data_time: 0.008, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8734, loss_cls: 1.2617, loss: 1.2617, grad_norm: 7.3933 2020-07-30 15:19:18,770 - mmaction - INFO - Epoch [65][1860/3757] lr: 1.000e-03, eta: 3 days, 0:25:29, time: 1.900, data_time: 0.012, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8492, loss_cls: 1.3784, loss: 1.3784, grad_norm: 7.8444 2020-07-30 15:19:58,347 - mmaction - INFO - Epoch [65][1880/3757] lr: 1.000e-03, eta: 3 days, 0:24:50, time: 1.975, data_time: 0.009, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8586, loss_cls: 1.3697, loss: 1.3697, grad_norm: 7.7398 2020-07-30 15:20:34,160 - mmaction - INFO - Epoch [65][1900/3757] lr: 1.000e-03, eta: 3 days, 0:24:09, time: 1.794, data_time: 0.083, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8453, loss_cls: 1.3963, loss: 1.3963, grad_norm: 7.8240 2020-07-30 15:21:15,428 - mmaction - INFO - Epoch [65][1920/3757] lr: 1.000e-03, eta: 3 days, 0:23:32, time: 2.062, data_time: 0.036, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8461, loss_cls: 1.4654, loss: 1.4654, grad_norm: 7.7293 2020-07-30 15:21:53,995 - mmaction - INFO - Epoch [65][1940/3757] lr: 1.000e-03, eta: 3 days, 0:22:52, time: 1.930, data_time: 0.004, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8562, loss_cls: 1.3454, loss: 1.3454, grad_norm: 7.6811 2020-07-30 15:22:33,924 - mmaction - INFO - Epoch [65][1960/3757] lr: 1.000e-03, eta: 3 days, 0:22:14, time: 1.996, data_time: 0.002, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8727, loss_cls: 1.3270, loss: 1.3270, grad_norm: 7.7581 2020-07-30 15:23:11,454 - mmaction - INFO - Epoch [65][1980/3757] lr: 1.000e-03, eta: 3 days, 0:21:33, time: 1.869, data_time: 0.007, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8602, loss_cls: 1.3785, loss: 1.3785, grad_norm: 7.7421 2020-07-30 15:23:50,454 - mmaction - INFO - Epoch [65][2000/3757] lr: 1.000e-03, eta: 3 days, 0:20:54, time: 1.957, data_time: 0.029, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8633, loss_cls: 1.3483, loss: 1.3483, grad_norm: 7.6711 2020-07-30 15:24:28,954 - mmaction - INFO - Epoch [65][2020/3757] lr: 1.000e-03, eta: 3 days, 0:20:15, time: 1.922, data_time: 0.011, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8430, loss_cls: 1.4792, loss: 1.4792, grad_norm: 7.8866 2020-07-30 15:25:10,739 - mmaction - INFO - Epoch [65][2040/3757] lr: 1.000e-03, eta: 3 days, 0:19:37, time: 2.092, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8477, loss_cls: 1.4081, loss: 1.4081, grad_norm: 7.6001 2020-07-30 15:25:47,506 - mmaction - INFO - Epoch [65][2060/3757] lr: 1.000e-03, eta: 3 days, 0:18:57, time: 1.839, data_time: 0.002, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8602, loss_cls: 1.3863, loss: 1.3863, grad_norm: 7.8223 2020-07-30 15:26:27,837 - mmaction - INFO - Epoch [65][2080/3757] lr: 1.000e-03, eta: 3 days, 0:18:19, time: 2.006, data_time: 0.007, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8484, loss_cls: 1.4364, loss: 1.4364, grad_norm: 7.6684 2020-07-30 15:27:06,144 - mmaction - INFO - Epoch [65][2100/3757] lr: 1.000e-03, eta: 3 days, 0:17:39, time: 1.923, data_time: 0.012, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8555, loss_cls: 1.4198, loss: 1.4198, grad_norm: 7.7181 2020-07-30 15:27:45,513 - mmaction - INFO - Epoch [65][2120/3757] lr: 1.000e-03, eta: 3 days, 0:17:00, time: 1.964, data_time: 0.009, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8469, loss_cls: 1.4684, loss: 1.4684, grad_norm: 7.7754 2020-07-30 15:28:23,847 - mmaction - INFO - Epoch [65][2140/3757] lr: 1.000e-03, eta: 3 days, 0:16:21, time: 1.922, data_time: 0.010, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8313, loss_cls: 1.4892, loss: 1.4892, grad_norm: 8.0455 2020-07-30 15:29:00,290 - mmaction - INFO - Epoch [65][2160/3757] lr: 1.000e-03, eta: 3 days, 0:15:40, time: 1.823, data_time: 0.004, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8508, loss_cls: 1.3786, loss: 1.3786, grad_norm: 7.6989 2020-07-30 15:29:41,062 - mmaction - INFO - Epoch [65][2180/3757] lr: 1.000e-03, eta: 3 days, 0:15:02, time: 2.029, data_time: 0.007, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8539, loss_cls: 1.3679, loss: 1.3679, grad_norm: 7.7727 2020-07-30 15:30:20,121 - mmaction - INFO - Epoch [65][2200/3757] lr: 1.000e-03, eta: 3 days, 0:14:23, time: 1.952, data_time: 0.013, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8383, loss_cls: 1.4883, loss: 1.4883, grad_norm: 7.9815 2020-07-30 15:30:57,026 - mmaction - INFO - Epoch [65][2220/3757] lr: 1.000e-03, eta: 3 days, 0:13:43, time: 1.856, data_time: 0.020, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8570, loss_cls: 1.3627, loss: 1.3627, grad_norm: 7.5187 2020-07-30 15:31:39,494 - mmaction - INFO - Epoch [65][2240/3757] lr: 1.000e-03, eta: 3 days, 0:13:05, time: 2.123, data_time: 0.011, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8492, loss_cls: 1.4041, loss: 1.4041, grad_norm: 7.7630 2020-07-30 15:32:17,149 - mmaction - INFO - Epoch [65][2260/3757] lr: 1.000e-03, eta: 3 days, 0:12:25, time: 1.875, data_time: 0.003, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8367, loss_cls: 1.4433, loss: 1.4433, grad_norm: 7.9793 2020-07-30 15:32:53,495 - mmaction - INFO - Epoch [65][2280/3757] lr: 1.000e-03, eta: 3 days, 0:11:45, time: 1.825, data_time: 0.010, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8633, loss_cls: 1.3029, loss: 1.3029, grad_norm: 7.4791 2020-07-30 15:33:30,496 - mmaction - INFO - Epoch [65][2300/3757] lr: 1.000e-03, eta: 3 days, 0:11:04, time: 1.844, data_time: 0.170, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8555, loss_cls: 1.3991, loss: 1.3991, grad_norm: 7.7509 2020-07-30 15:34:09,893 - mmaction - INFO - Epoch [65][2320/3757] lr: 1.000e-03, eta: 3 days, 0:10:26, time: 1.975, data_time: 0.688, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8539, loss_cls: 1.4050, loss: 1.4050, grad_norm: 7.8154 2020-07-30 15:34:47,053 - mmaction - INFO - Epoch [65][2340/3757] lr: 1.000e-03, eta: 3 days, 0:09:45, time: 1.859, data_time: 0.342, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8633, loss_cls: 1.3091, loss: 1.3091, grad_norm: 7.3389 2020-07-30 15:35:27,893 - mmaction - INFO - Epoch [65][2360/3757] lr: 1.000e-03, eta: 3 days, 0:09:07, time: 2.040, data_time: 0.003, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8516, loss_cls: 1.4235, loss: 1.4235, grad_norm: 7.7775 2020-07-30 15:36:05,556 - mmaction - INFO - Epoch [65][2380/3757] lr: 1.000e-03, eta: 3 days, 0:08:27, time: 1.882, data_time: 0.005, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8641, loss_cls: 1.3485, loss: 1.3485, grad_norm: 7.6673 2020-07-30 15:36:47,545 - mmaction - INFO - Epoch [65][2400/3757] lr: 1.000e-03, eta: 3 days, 0:07:50, time: 2.100, data_time: 0.429, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.3809, loss: 1.3809, grad_norm: 7.8045 2020-07-30 15:37:22,091 - mmaction - INFO - Epoch [65][2420/3757] lr: 1.000e-03, eta: 3 days, 0:07:08, time: 1.730, data_time: 0.999, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8523, loss_cls: 1.4427, loss: 1.4427, grad_norm: 8.1555 2020-07-30 15:38:05,126 - mmaction - INFO - Epoch [65][2440/3757] lr: 1.000e-03, eta: 3 days, 0:06:31, time: 2.153, data_time: 0.511, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8586, loss_cls: 1.3756, loss: 1.3756, grad_norm: 7.9666 2020-07-30 15:38:42,615 - mmaction - INFO - Epoch [65][2460/3757] lr: 1.000e-03, eta: 3 days, 0:05:51, time: 1.868, data_time: 0.715, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8609, loss_cls: 1.3964, loss: 1.3964, grad_norm: 7.9974 2020-07-30 15:39:20,610 - mmaction - INFO - Epoch [65][2480/3757] lr: 1.000e-03, eta: 3 days, 0:05:12, time: 1.904, data_time: 0.417, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8398, loss_cls: 1.4641, loss: 1.4641, grad_norm: 8.1128 2020-07-30 15:40:04,666 - mmaction - INFO - Epoch [65][2500/3757] lr: 1.000e-03, eta: 3 days, 0:04:35, time: 2.203, data_time: 0.376, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8617, loss_cls: 1.3519, loss: 1.3519, grad_norm: 7.7260 2020-07-30 15:40:40,337 - mmaction - INFO - Epoch [65][2520/3757] lr: 1.000e-03, eta: 3 days, 0:03:54, time: 1.775, data_time: 0.004, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8609, loss_cls: 1.3859, loss: 1.3859, grad_norm: 7.7349 2020-07-30 15:41:19,709 - mmaction - INFO - Epoch [65][2540/3757] lr: 1.000e-03, eta: 3 days, 0:03:16, time: 1.978, data_time: 0.012, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8578, loss_cls: 1.3753, loss: 1.3753, grad_norm: 7.6785 2020-07-30 15:41:58,952 - mmaction - INFO - Epoch [65][2560/3757] lr: 1.000e-03, eta: 3 days, 0:02:36, time: 1.952, data_time: 0.008, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8539, loss_cls: 1.3646, loss: 1.3646, grad_norm: 7.7289 2020-07-30 15:42:33,630 - mmaction - INFO - Epoch [65][2580/3757] lr: 1.000e-03, eta: 3 days, 0:01:55, time: 1.736, data_time: 0.234, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8484, loss_cls: 1.4491, loss: 1.4491, grad_norm: 8.0693 2020-07-30 15:43:14,918 - mmaction - INFO - Epoch [65][2600/3757] lr: 1.000e-03, eta: 3 days, 0:01:17, time: 2.072, data_time: 0.080, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8430, loss_cls: 1.4580, loss: 1.4580, grad_norm: 8.0316 2020-07-30 15:43:55,076 - mmaction - INFO - Epoch [65][2620/3757] lr: 1.000e-03, eta: 3 days, 0:00:39, time: 1.998, data_time: 0.008, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8594, loss_cls: 1.3663, loss: 1.3663, grad_norm: 7.6768 2020-07-30 15:44:30,753 - mmaction - INFO - Epoch [65][2640/3757] lr: 1.000e-03, eta: 2 days, 23:59:58, time: 1.792, data_time: 0.025, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8516, loss_cls: 1.4398, loss: 1.4398, grad_norm: 8.0670 2020-07-30 15:45:12,954 - mmaction - INFO - Epoch [65][2660/3757] lr: 1.000e-03, eta: 2 days, 23:59:20, time: 2.111, data_time: 0.260, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8594, loss_cls: 1.3312, loss: 1.3312, grad_norm: 7.4626 2020-07-30 15:45:52,488 - mmaction - INFO - Epoch [65][2680/3757] lr: 1.000e-03, eta: 2 days, 23:58:41, time: 1.978, data_time: 0.173, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8609, loss_cls: 1.3576, loss: 1.3576, grad_norm: 7.5133 2020-07-30 15:46:30,963 - mmaction - INFO - Epoch [65][2700/3757] lr: 1.000e-03, eta: 2 days, 23:58:02, time: 1.915, data_time: 1.026, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8375, loss_cls: 1.3944, loss: 1.3944, grad_norm: 7.6531 2020-07-30 15:47:11,910 - mmaction - INFO - Epoch [65][2720/3757] lr: 1.000e-03, eta: 2 days, 23:57:24, time: 2.054, data_time: 1.194, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8500, loss_cls: 1.3730, loss: 1.3730, grad_norm: 7.8040 2020-07-30 15:47:45,691 - mmaction - INFO - Epoch [65][2740/3757] lr: 1.000e-03, eta: 2 days, 23:56:42, time: 1.687, data_time: 0.222, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8758, loss_cls: 1.2765, loss: 1.2765, grad_norm: 7.3900 2020-07-30 15:48:24,881 - mmaction - INFO - Epoch [65][2760/3757] lr: 1.000e-03, eta: 2 days, 23:56:03, time: 1.961, data_time: 0.449, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8484, loss_cls: 1.3695, loss: 1.3695, grad_norm: 7.6894 2020-07-30 15:49:03,323 - mmaction - INFO - Epoch [65][2780/3757] lr: 1.000e-03, eta: 2 days, 23:55:23, time: 1.923, data_time: 0.138, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8547, loss_cls: 1.3672, loss: 1.3672, grad_norm: 7.6691 2020-07-30 15:49:41,684 - mmaction - INFO - Epoch [65][2800/3757] lr: 1.000e-03, eta: 2 days, 23:54:44, time: 1.918, data_time: 0.002, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8508, loss_cls: 1.4105, loss: 1.4105, grad_norm: 7.9893 2020-07-30 15:50:21,437 - mmaction - INFO - Epoch [65][2820/3757] lr: 1.000e-03, eta: 2 days, 23:54:05, time: 1.979, data_time: 0.043, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8594, loss_cls: 1.4167, loss: 1.4167, grad_norm: 8.0534 2020-07-30 15:51:01,336 - mmaction - INFO - Epoch [65][2840/3757] lr: 1.000e-03, eta: 2 days, 23:53:27, time: 2.003, data_time: 0.059, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8578, loss_cls: 1.3903, loss: 1.3903, grad_norm: 7.8830 2020-07-30 15:51:40,080 - mmaction - INFO - Epoch [65][2860/3757] lr: 1.000e-03, eta: 2 days, 23:52:47, time: 1.929, data_time: 0.003, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8555, loss_cls: 1.3755, loss: 1.3755, grad_norm: 7.7830 2020-07-30 15:52:18,283 - mmaction - INFO - Epoch [65][2880/3757] lr: 1.000e-03, eta: 2 days, 23:52:08, time: 1.912, data_time: 0.018, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8578, loss_cls: 1.3661, loss: 1.3661, grad_norm: 7.5987 2020-07-30 15:52:56,937 - mmaction - INFO - Epoch [65][2900/3757] lr: 1.000e-03, eta: 2 days, 23:51:28, time: 1.939, data_time: 0.098, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8516, loss_cls: 1.4334, loss: 1.4334, grad_norm: 7.8473 2020-07-30 15:53:36,944 - mmaction - INFO - Epoch [65][2920/3757] lr: 1.000e-03, eta: 2 days, 23:50:50, time: 2.000, data_time: 0.006, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8570, loss_cls: 1.4116, loss: 1.4116, grad_norm: 7.7768 2020-07-30 15:54:12,011 - mmaction - INFO - Epoch [65][2940/3757] lr: 1.000e-03, eta: 2 days, 23:50:09, time: 1.754, data_time: 0.008, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8695, loss_cls: 1.2984, loss: 1.2984, grad_norm: 7.6161 2020-07-30 15:54:53,400 - mmaction - INFO - Epoch [65][2960/3757] lr: 1.000e-03, eta: 2 days, 23:49:31, time: 2.070, data_time: 0.093, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8664, loss_cls: 1.3300, loss: 1.3300, grad_norm: 7.6114 2020-07-30 15:55:34,203 - mmaction - INFO - Epoch [65][2980/3757] lr: 1.000e-03, eta: 2 days, 23:48:52, time: 2.035, data_time: 0.570, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8586, loss_cls: 1.3637, loss: 1.3637, grad_norm: 7.6345 2020-07-30 15:56:12,869 - mmaction - INFO - Epoch [65][3000/3757] lr: 1.000e-03, eta: 2 days, 23:48:13, time: 1.936, data_time: 0.051, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8508, loss_cls: 1.4148, loss: 1.4148, grad_norm: 8.1864 2020-07-30 15:56:52,935 - mmaction - INFO - Epoch [65][3020/3757] lr: 1.000e-03, eta: 2 days, 23:47:35, time: 2.000, data_time: 0.011, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8516, loss_cls: 1.3689, loss: 1.3689, grad_norm: 7.4732 2020-07-30 15:57:33,624 - mmaction - INFO - Epoch [65][3040/3757] lr: 1.000e-03, eta: 2 days, 23:46:56, time: 2.039, data_time: 0.010, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8602, loss_cls: 1.3651, loss: 1.3651, grad_norm: 7.7990 2020-07-30 15:58:08,309 - mmaction - INFO - Epoch [65][3060/3757] lr: 1.000e-03, eta: 2 days, 23:46:15, time: 1.726, data_time: 0.306, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8562, loss_cls: 1.3506, loss: 1.3506, grad_norm: 7.7764 2020-07-30 15:58:47,891 - mmaction - INFO - Epoch [65][3080/3757] lr: 1.000e-03, eta: 2 days, 23:45:36, time: 1.986, data_time: 0.930, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8430, loss_cls: 1.4501, loss: 1.4501, grad_norm: 7.7113 2020-07-30 15:59:27,296 - mmaction - INFO - Epoch [65][3100/3757] lr: 1.000e-03, eta: 2 days, 23:44:57, time: 1.963, data_time: 0.227, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8562, loss_cls: 1.4400, loss: 1.4400, grad_norm: 7.7957 2020-07-30 16:00:10,354 - mmaction - INFO - Epoch [65][3120/3757] lr: 1.000e-03, eta: 2 days, 23:44:20, time: 2.158, data_time: 0.011, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8602, loss_cls: 1.4313, loss: 1.4313, grad_norm: 7.9548 2020-07-30 16:00:39,922 - mmaction - INFO - Epoch [65][3140/3757] lr: 1.000e-03, eta: 2 days, 23:43:36, time: 1.479, data_time: 0.577, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8719, loss_cls: 1.3231, loss: 1.3231, grad_norm: 7.8431 2020-07-30 16:01:22,732 - mmaction - INFO - Epoch [65][3160/3757] lr: 1.000e-03, eta: 2 days, 23:42:59, time: 2.135, data_time: 0.010, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8508, loss_cls: 1.4027, loss: 1.4027, grad_norm: 7.8852 2020-07-30 16:02:01,723 - mmaction - INFO - Epoch [65][3180/3757] lr: 1.000e-03, eta: 2 days, 23:42:20, time: 1.951, data_time: 0.010, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8555, loss_cls: 1.4019, loss: 1.4019, grad_norm: 8.0058 2020-07-30 16:02:45,835 - mmaction - INFO - Epoch [65][3200/3757] lr: 1.000e-03, eta: 2 days, 23:41:43, time: 2.205, data_time: 0.009, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8391, loss_cls: 1.4566, loss: 1.4566, grad_norm: 7.8235 2020-07-30 16:03:24,535 - mmaction - INFO - Epoch [65][3220/3757] lr: 1.000e-03, eta: 2 days, 23:41:04, time: 1.941, data_time: 0.011, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8633, loss_cls: 1.3350, loss: 1.3350, grad_norm: 7.9081 2020-07-30 16:04:00,625 - mmaction - INFO - Epoch [65][3240/3757] lr: 1.000e-03, eta: 2 days, 23:40:23, time: 1.802, data_time: 0.004, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8453, loss_cls: 1.4316, loss: 1.4316, grad_norm: 7.9733 2020-07-30 16:04:36,598 - mmaction - INFO - Epoch [65][3260/3757] lr: 1.000e-03, eta: 2 days, 23:39:43, time: 1.802, data_time: 0.501, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8672, loss_cls: 1.3531, loss: 1.3531, grad_norm: 7.8419 2020-07-30 16:05:16,573 - mmaction - INFO - Epoch [65][3280/3757] lr: 1.000e-03, eta: 2 days, 23:39:04, time: 1.990, data_time: 0.689, memory: 5170, top1_acc: 0.6266, top5_acc: 0.8172, loss_cls: 1.5788, loss: 1.5788, grad_norm: 7.9660 2020-07-30 16:05:54,290 - mmaction - INFO - Epoch [65][3300/3757] lr: 1.000e-03, eta: 2 days, 23:38:24, time: 1.893, data_time: 0.763, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8461, loss_cls: 1.4354, loss: 1.4354, grad_norm: 7.6135 2020-07-30 16:06:34,457 - mmaction - INFO - Epoch [65][3320/3757] lr: 1.000e-03, eta: 2 days, 23:37:46, time: 2.009, data_time: 0.025, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8523, loss_cls: 1.3838, loss: 1.3838, grad_norm: 7.5771 2020-07-30 16:07:13,826 - mmaction - INFO - Epoch [65][3340/3757] lr: 1.000e-03, eta: 2 days, 23:37:07, time: 1.969, data_time: 0.864, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8469, loss_cls: 1.4643, loss: 1.4643, grad_norm: 8.1693 2020-07-30 16:07:51,457 - mmaction - INFO - Epoch [65][3360/3757] lr: 1.000e-03, eta: 2 days, 23:36:27, time: 1.882, data_time: 1.313, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8641, loss_cls: 1.2910, loss: 1.2910, grad_norm: 7.4834 2020-07-30 16:08:31,540 - mmaction - INFO - Epoch [65][3380/3757] lr: 1.000e-03, eta: 2 days, 23:35:48, time: 1.998, data_time: 1.339, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8406, loss_cls: 1.4321, loss: 1.4321, grad_norm: 7.6525 2020-07-30 16:09:06,728 - mmaction - INFO - Epoch [65][3400/3757] lr: 1.000e-03, eta: 2 days, 23:35:07, time: 1.764, data_time: 0.277, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8531, loss_cls: 1.3836, loss: 1.3836, grad_norm: 7.8503 2020-07-30 16:09:46,039 - mmaction - INFO - Epoch [65][3420/3757] lr: 1.000e-03, eta: 2 days, 23:34:28, time: 1.959, data_time: 0.380, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8531, loss_cls: 1.3989, loss: 1.3989, grad_norm: 7.7434 2020-07-30 16:10:25,061 - mmaction - INFO - Epoch [65][3440/3757] lr: 1.000e-03, eta: 2 days, 23:33:49, time: 1.950, data_time: 0.011, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8594, loss_cls: 1.3306, loss: 1.3306, grad_norm: 7.4247 2020-07-30 16:11:05,462 - mmaction - INFO - Epoch [65][3460/3757] lr: 1.000e-03, eta: 2 days, 23:33:11, time: 2.029, data_time: 0.012, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8531, loss_cls: 1.3623, loss: 1.3623, grad_norm: 7.6809 2020-07-30 16:11:46,336 - mmaction - INFO - Epoch [65][3480/3757] lr: 1.000e-03, eta: 2 days, 23:32:32, time: 2.043, data_time: 0.009, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8500, loss_cls: 1.3366, loss: 1.3366, grad_norm: 7.4973 2020-07-30 16:12:26,140 - mmaction - INFO - Epoch [65][3500/3757] lr: 1.000e-03, eta: 2 days, 23:31:54, time: 1.991, data_time: 0.003, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8625, loss_cls: 1.3802, loss: 1.3802, grad_norm: 7.6322 2020-07-30 16:13:04,301 - mmaction - INFO - Epoch [65][3520/3757] lr: 1.000e-03, eta: 2 days, 23:31:14, time: 1.907, data_time: 0.007, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8633, loss_cls: 1.3599, loss: 1.3599, grad_norm: 7.6470 2020-07-30 16:13:44,741 - mmaction - INFO - Epoch [65][3540/3757] lr: 1.000e-03, eta: 2 days, 23:30:36, time: 2.016, data_time: 0.071, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8492, loss_cls: 1.3920, loss: 1.3920, grad_norm: 7.7595 2020-07-30 16:14:23,642 - mmaction - INFO - Epoch [65][3560/3757] lr: 1.000e-03, eta: 2 days, 23:29:57, time: 1.946, data_time: 1.015, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8594, loss_cls: 1.3414, loss: 1.3414, grad_norm: 7.8959 2020-07-30 16:15:01,194 - mmaction - INFO - Epoch [65][3580/3757] lr: 1.000e-03, eta: 2 days, 23:29:17, time: 1.883, data_time: 1.229, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8547, loss_cls: 1.3333, loss: 1.3333, grad_norm: 7.6268 2020-07-30 16:15:40,956 - mmaction - INFO - Epoch [65][3600/3757] lr: 1.000e-03, eta: 2 days, 23:28:38, time: 1.984, data_time: 0.192, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8586, loss_cls: 1.4127, loss: 1.4127, grad_norm: 8.0325 2020-07-30 16:16:19,145 - mmaction - INFO - Epoch [65][3620/3757] lr: 1.000e-03, eta: 2 days, 23:27:58, time: 1.913, data_time: 0.010, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8547, loss_cls: 1.3932, loss: 1.3932, grad_norm: 7.7338 2020-07-30 16:16:57,928 - mmaction - INFO - Epoch [65][3640/3757] lr: 1.000e-03, eta: 2 days, 23:27:19, time: 1.940, data_time: 0.101, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8516, loss_cls: 1.3817, loss: 1.3817, grad_norm: 7.7652 2020-07-30 16:17:38,260 - mmaction - INFO - Epoch [65][3660/3757] lr: 1.000e-03, eta: 2 days, 23:26:41, time: 2.013, data_time: 0.124, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8516, loss_cls: 1.3809, loss: 1.3809, grad_norm: 7.7831 2020-07-30 16:18:15,879 - mmaction - INFO - Epoch [65][3680/3757] lr: 1.000e-03, eta: 2 days, 23:26:01, time: 1.883, data_time: 0.560, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8305, loss_cls: 1.4755, loss: 1.4755, grad_norm: 7.9168 2020-07-30 16:18:55,826 - mmaction - INFO - Epoch [65][3700/3757] lr: 1.000e-03, eta: 2 days, 23:25:22, time: 1.992, data_time: 0.979, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8445, loss_cls: 1.4420, loss: 1.4420, grad_norm: 7.8270 2020-07-30 16:19:36,047 - mmaction - INFO - Epoch [65][3720/3757] lr: 1.000e-03, eta: 2 days, 23:24:44, time: 2.015, data_time: 0.445, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8250, loss_cls: 1.4603, loss: 1.4603, grad_norm: 7.7844 2020-07-30 16:20:15,430 - mmaction - INFO - Epoch [65][3740/3757] lr: 1.000e-03, eta: 2 days, 23:24:05, time: 1.971, data_time: 0.093, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8578, loss_cls: 1.3629, loss: 1.3629, grad_norm: 7.6895 2020-07-30 16:20:40,305 - mmaction - INFO - Saving checkpoint at 65 epochs 2020-07-30 16:21:34,152 - mmaction - INFO - Epoch [66][20/3757] lr: 1.000e-03, eta: 2 days, 23:22:42, time: 2.622, data_time: 0.765, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8609, loss_cls: 1.3814, loss: 1.3814, grad_norm: 7.7540 2020-07-30 16:22:13,502 - mmaction - INFO - Epoch [66][40/3757] lr: 1.000e-03, eta: 2 days, 23:22:03, time: 1.973, data_time: 0.046, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8656, loss_cls: 1.3401, loss: 1.3401, grad_norm: 7.7477 2020-07-30 16:22:53,664 - mmaction - INFO - Epoch [66][60/3757] lr: 1.000e-03, eta: 2 days, 23:21:24, time: 2.002, data_time: 0.740, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8672, loss_cls: 1.3287, loss: 1.3287, grad_norm: 7.6599 2020-07-30 16:23:34,595 - mmaction - INFO - Epoch [66][80/3757] lr: 1.000e-03, eta: 2 days, 23:20:46, time: 2.053, data_time: 0.610, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8648, loss_cls: 1.3000, loss: 1.3000, grad_norm: 7.7233 2020-07-30 16:24:13,106 - mmaction - INFO - Epoch [66][100/3757] lr: 1.000e-03, eta: 2 days, 23:20:07, time: 1.919, data_time: 0.003, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8469, loss_cls: 1.4074, loss: 1.4074, grad_norm: 7.7833 2020-07-30 16:24:49,063 - mmaction - INFO - Epoch [66][120/3757] lr: 1.000e-03, eta: 2 days, 23:19:26, time: 1.803, data_time: 0.009, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8539, loss_cls: 1.3865, loss: 1.3865, grad_norm: 8.1265 2020-07-30 16:25:31,614 - mmaction - INFO - Epoch [66][140/3757] lr: 1.000e-03, eta: 2 days, 23:18:49, time: 2.124, data_time: 0.399, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8672, loss_cls: 1.3305, loss: 1.3305, grad_norm: 7.4060 2020-07-30 16:26:09,174 - mmaction - INFO - Epoch [66][160/3757] lr: 1.000e-03, eta: 2 days, 23:18:09, time: 1.874, data_time: 0.164, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8508, loss_cls: 1.3704, loss: 1.3704, grad_norm: 7.8017 2020-07-30 16:26:49,145 - mmaction - INFO - Epoch [66][180/3757] lr: 1.000e-03, eta: 2 days, 23:17:30, time: 2.007, data_time: 0.011, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8633, loss_cls: 1.3605, loss: 1.3605, grad_norm: 7.8006 2020-07-30 16:27:26,676 - mmaction - INFO - Epoch [66][200/3757] lr: 1.000e-03, eta: 2 days, 23:16:50, time: 1.876, data_time: 0.003, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8570, loss_cls: 1.3585, loss: 1.3585, grad_norm: 7.8852 2020-07-30 16:28:04,895 - mmaction - INFO - Epoch [66][220/3757] lr: 1.000e-03, eta: 2 days, 23:16:11, time: 1.912, data_time: 0.009, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8648, loss_cls: 1.3722, loss: 1.3722, grad_norm: 7.9348 2020-07-30 16:28:45,709 - mmaction - INFO - Epoch [66][240/3757] lr: 1.000e-03, eta: 2 days, 23:15:33, time: 2.038, data_time: 0.007, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8609, loss_cls: 1.3724, loss: 1.3724, grad_norm: 7.6530 2020-07-30 16:29:25,111 - mmaction - INFO - Epoch [66][260/3757] lr: 1.000e-03, eta: 2 days, 23:14:54, time: 1.973, data_time: 0.004, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8555, loss_cls: 1.3398, loss: 1.3398, grad_norm: 7.6265 2020-07-30 16:30:02,332 - mmaction - INFO - Epoch [66][280/3757] lr: 1.000e-03, eta: 2 days, 23:14:14, time: 1.859, data_time: 0.195, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8578, loss_cls: 1.3704, loss: 1.3704, grad_norm: 7.6661 2020-07-30 16:30:41,558 - mmaction - INFO - Epoch [66][300/3757] lr: 1.000e-03, eta: 2 days, 23:13:35, time: 1.963, data_time: 0.397, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8336, loss_cls: 1.5247, loss: 1.5247, grad_norm: 8.2470 2020-07-30 16:31:23,082 - mmaction - INFO - Epoch [66][320/3757] lr: 1.000e-03, eta: 2 days, 23:12:57, time: 2.067, data_time: 0.302, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8562, loss_cls: 1.3550, loss: 1.3550, grad_norm: 7.8033 2020-07-30 16:32:03,476 - mmaction - INFO - Epoch [66][340/3757] lr: 1.000e-03, eta: 2 days, 23:12:18, time: 2.025, data_time: 0.041, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8734, loss_cls: 1.3034, loss: 1.3034, grad_norm: 7.4035 2020-07-30 16:32:42,589 - mmaction - INFO - Epoch [66][360/3757] lr: 1.000e-03, eta: 2 days, 23:11:39, time: 1.959, data_time: 0.007, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8484, loss_cls: 1.4514, loss: 1.4514, grad_norm: 8.1647 2020-07-30 16:33:21,356 - mmaction - INFO - Epoch [66][380/3757] lr: 1.000e-03, eta: 2 days, 23:11:00, time: 1.938, data_time: 0.002, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8656, loss_cls: 1.3314, loss: 1.3314, grad_norm: 7.8305 2020-07-30 16:33:59,257 - mmaction - INFO - Epoch [66][400/3757] lr: 1.000e-03, eta: 2 days, 23:10:20, time: 1.893, data_time: 0.015, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8531, loss_cls: 1.4066, loss: 1.4066, grad_norm: 7.8129 2020-07-30 16:34:37,661 - mmaction - INFO - Epoch [66][420/3757] lr: 1.000e-03, eta: 2 days, 23:09:41, time: 1.922, data_time: 0.093, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8656, loss_cls: 1.4060, loss: 1.4060, grad_norm: 7.6566 2020-07-30 16:35:16,892 - mmaction - INFO - Epoch [66][440/3757] lr: 1.000e-03, eta: 2 days, 23:09:02, time: 1.958, data_time: 0.142, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8516, loss_cls: 1.4259, loss: 1.4259, grad_norm: 7.8075 2020-07-30 16:35:54,365 - mmaction - INFO - Epoch [66][460/3757] lr: 1.000e-03, eta: 2 days, 23:08:22, time: 1.876, data_time: 0.010, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8625, loss_cls: 1.3241, loss: 1.3241, grad_norm: 7.6398 2020-07-30 16:36:31,780 - mmaction - INFO - Epoch [66][480/3757] lr: 1.000e-03, eta: 2 days, 23:07:42, time: 1.865, data_time: 0.034, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8492, loss_cls: 1.3894, loss: 1.3894, grad_norm: 7.7387 2020-07-30 16:37:11,298 - mmaction - INFO - Epoch [66][500/3757] lr: 1.000e-03, eta: 2 days, 23:07:03, time: 1.982, data_time: 0.010, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8594, loss_cls: 1.3851, loss: 1.3851, grad_norm: 7.8870 2020-07-30 16:37:51,000 - mmaction - INFO - Epoch [66][520/3757] lr: 1.000e-03, eta: 2 days, 23:06:24, time: 1.983, data_time: 0.009, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8461, loss_cls: 1.4160, loss: 1.4160, grad_norm: 7.8775 2020-07-30 16:38:32,189 - mmaction - INFO - Epoch [66][540/3757] lr: 1.000e-03, eta: 2 days, 23:05:46, time: 2.064, data_time: 0.008, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8562, loss_cls: 1.4360, loss: 1.4360, grad_norm: 7.8170 2020-07-30 16:39:10,383 - mmaction - INFO - Epoch [66][560/3757] lr: 1.000e-03, eta: 2 days, 23:05:07, time: 1.909, data_time: 0.008, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8555, loss_cls: 1.3417, loss: 1.3417, grad_norm: 7.6017 2020-07-30 16:39:46,790 - mmaction - INFO - Epoch [66][580/3757] lr: 1.000e-03, eta: 2 days, 23:04:26, time: 1.820, data_time: 0.433, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8672, loss_cls: 1.3399, loss: 1.3399, grad_norm: 7.6465 2020-07-30 16:40:27,295 - mmaction - INFO - Epoch [66][600/3757] lr: 1.000e-03, eta: 2 days, 23:03:48, time: 2.021, data_time: 0.017, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8641, loss_cls: 1.3112, loss: 1.3112, grad_norm: 7.5052 2020-07-30 16:41:06,628 - mmaction - INFO - Epoch [66][620/3757] lr: 1.000e-03, eta: 2 days, 23:03:09, time: 1.970, data_time: 0.009, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8422, loss_cls: 1.4593, loss: 1.4593, grad_norm: 8.1857 2020-07-30 16:41:45,489 - mmaction - INFO - Epoch [66][640/3757] lr: 1.000e-03, eta: 2 days, 23:02:30, time: 1.936, data_time: 0.679, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8438, loss_cls: 1.4558, loss: 1.4558, grad_norm: 7.9697 2020-07-30 16:42:25,360 - mmaction - INFO - Epoch [66][660/3757] lr: 1.000e-03, eta: 2 days, 23:01:51, time: 1.999, data_time: 1.073, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8539, loss_cls: 1.3404, loss: 1.3404, grad_norm: 7.5073 2020-07-30 16:43:00,552 - mmaction - INFO - Epoch [66][680/3757] lr: 1.000e-03, eta: 2 days, 23:01:10, time: 1.763, data_time: 0.637, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8484, loss_cls: 1.4208, loss: 1.4208, grad_norm: 7.7046 2020-07-30 16:43:39,036 - mmaction - INFO - Epoch [66][700/3757] lr: 1.000e-03, eta: 2 days, 23:00:31, time: 1.925, data_time: 0.354, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8273, loss_cls: 1.4902, loss: 1.4902, grad_norm: 7.8403 2020-07-30 16:44:21,663 - mmaction - INFO - Epoch [66][720/3757] lr: 1.000e-03, eta: 2 days, 22:59:53, time: 2.125, data_time: 1.097, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8445, loss_cls: 1.4058, loss: 1.4058, grad_norm: 7.8821 2020-07-30 16:44:58,105 - mmaction - INFO - Epoch [66][740/3757] lr: 1.000e-03, eta: 2 days, 22:59:13, time: 1.828, data_time: 0.852, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8617, loss_cls: 1.3495, loss: 1.3495, grad_norm: 7.9218 2020-07-30 16:45:38,514 - mmaction - INFO - Epoch [66][760/3757] lr: 1.000e-03, eta: 2 days, 22:58:34, time: 2.019, data_time: 0.160, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8688, loss_cls: 1.3928, loss: 1.3928, grad_norm: 7.8995 2020-07-30 16:46:15,034 - mmaction - INFO - Epoch [66][780/3757] lr: 1.000e-03, eta: 2 days, 22:57:54, time: 1.827, data_time: 0.431, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8695, loss_cls: 1.3447, loss: 1.3447, grad_norm: 7.8878 2020-07-30 16:46:55,183 - mmaction - INFO - Epoch [66][800/3757] lr: 1.000e-03, eta: 2 days, 22:57:15, time: 2.003, data_time: 0.039, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8758, loss_cls: 1.2839, loss: 1.2839, grad_norm: 7.5056 2020-07-30 16:47:35,053 - mmaction - INFO - Epoch [66][820/3757] lr: 1.000e-03, eta: 2 days, 22:56:37, time: 1.998, data_time: 0.021, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8539, loss_cls: 1.4087, loss: 1.4087, grad_norm: 7.6969 2020-07-30 16:48:12,159 - mmaction - INFO - Epoch [66][840/3757] lr: 1.000e-03, eta: 2 days, 22:55:57, time: 1.854, data_time: 0.256, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8453, loss_cls: 1.4225, loss: 1.4225, grad_norm: 7.8516 2020-07-30 16:48:50,207 - mmaction - INFO - Epoch [66][860/3757] lr: 1.000e-03, eta: 2 days, 22:55:17, time: 1.897, data_time: 0.789, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8680, loss_cls: 1.3054, loss: 1.3054, grad_norm: 7.3661 2020-07-30 16:49:28,645 - mmaction - INFO - Epoch [66][880/3757] lr: 1.000e-03, eta: 2 days, 22:54:38, time: 1.925, data_time: 0.278, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8641, loss_cls: 1.3673, loss: 1.3673, grad_norm: 7.9606 2020-07-30 16:50:09,121 - mmaction - INFO - Epoch [66][900/3757] lr: 1.000e-03, eta: 2 days, 22:53:59, time: 2.025, data_time: 0.128, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8422, loss_cls: 1.4730, loss: 1.4730, grad_norm: 7.8103 2020-07-30 16:50:47,937 - mmaction - INFO - Epoch [66][920/3757] lr: 1.000e-03, eta: 2 days, 22:53:20, time: 1.942, data_time: 0.012, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8539, loss_cls: 1.3414, loss: 1.3414, grad_norm: 7.5498 2020-07-30 16:51:27,515 - mmaction - INFO - Epoch [66][940/3757] lr: 1.000e-03, eta: 2 days, 22:52:41, time: 1.978, data_time: 0.011, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8406, loss_cls: 1.4516, loss: 1.4516, grad_norm: 7.9687 2020-07-30 16:52:08,015 - mmaction - INFO - Epoch [66][960/3757] lr: 1.000e-03, eta: 2 days, 22:52:03, time: 2.025, data_time: 0.007, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8688, loss_cls: 1.3119, loss: 1.3119, grad_norm: 7.5920 2020-07-30 16:52:48,399 - mmaction - INFO - Epoch [66][980/3757] lr: 1.000e-03, eta: 2 days, 22:51:24, time: 2.020, data_time: 0.005, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8352, loss_cls: 1.3988, loss: 1.3988, grad_norm: 7.7788 2020-07-30 16:53:18,808 - mmaction - INFO - Epoch [66][1000/3757] lr: 1.000e-03, eta: 2 days, 22:50:41, time: 1.522, data_time: 0.071, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8602, loss_cls: 1.3673, loss: 1.3673, grad_norm: 8.0355 2020-07-30 16:54:01,672 - mmaction - INFO - Epoch [66][1020/3757] lr: 1.000e-03, eta: 2 days, 22:50:04, time: 2.139, data_time: 0.605, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8438, loss_cls: 1.4417, loss: 1.4417, grad_norm: 7.8663 2020-07-30 16:54:40,015 - mmaction - INFO - Epoch [66][1040/3757] lr: 1.000e-03, eta: 2 days, 22:49:24, time: 1.914, data_time: 0.037, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8539, loss_cls: 1.3787, loss: 1.3787, grad_norm: 7.7710 2020-07-30 16:55:20,119 - mmaction - INFO - Epoch [66][1060/3757] lr: 1.000e-03, eta: 2 days, 22:48:46, time: 2.011, data_time: 0.011, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8578, loss_cls: 1.4038, loss: 1.4038, grad_norm: 7.7075 2020-07-30 16:56:01,296 - mmaction - INFO - Epoch [66][1080/3757] lr: 1.000e-03, eta: 2 days, 22:48:08, time: 2.057, data_time: 0.010, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8539, loss_cls: 1.3663, loss: 1.3663, grad_norm: 7.6490 2020-07-30 16:56:38,259 - mmaction - INFO - Epoch [66][1100/3757] lr: 1.000e-03, eta: 2 days, 22:47:27, time: 1.847, data_time: 0.014, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8477, loss_cls: 1.3483, loss: 1.3483, grad_norm: 7.5445 2020-07-30 16:57:19,543 - mmaction - INFO - Epoch [66][1120/3757] lr: 1.000e-03, eta: 2 days, 22:46:49, time: 2.061, data_time: 0.300, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8562, loss_cls: 1.3571, loss: 1.3571, grad_norm: 7.5548 2020-07-30 16:57:56,541 - mmaction - INFO - Epoch [66][1140/3757] lr: 1.000e-03, eta: 2 days, 22:46:09, time: 1.858, data_time: 0.219, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8633, loss_cls: 1.3902, loss: 1.3902, grad_norm: 7.8889 2020-07-30 16:58:35,448 - mmaction - INFO - Epoch [66][1160/3757] lr: 1.000e-03, eta: 2 days, 22:45:30, time: 1.946, data_time: 0.423, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8430, loss_cls: 1.4141, loss: 1.4141, grad_norm: 7.5375 2020-07-30 16:59:15,759 - mmaction - INFO - Epoch [66][1180/3757] lr: 1.000e-03, eta: 2 days, 22:44:52, time: 2.012, data_time: 0.311, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8562, loss_cls: 1.3665, loss: 1.3665, grad_norm: 7.7172 2020-07-30 16:59:49,615 - mmaction - INFO - Epoch [66][1200/3757] lr: 1.000e-03, eta: 2 days, 22:44:10, time: 1.696, data_time: 0.016, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8523, loss_cls: 1.4160, loss: 1.4160, grad_norm: 7.7042 2020-07-30 17:00:31,451 - mmaction - INFO - Epoch [66][1220/3757] lr: 1.000e-03, eta: 2 days, 22:43:32, time: 2.087, data_time: 0.239, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8602, loss_cls: 1.3154, loss: 1.3154, grad_norm: 7.6808 2020-07-30 17:01:11,113 - mmaction - INFO - Epoch [66][1240/3757] lr: 1.000e-03, eta: 2 days, 22:42:53, time: 1.987, data_time: 0.023, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8742, loss_cls: 1.3563, loss: 1.3563, grad_norm: 7.8899 2020-07-30 17:01:48,955 - mmaction - INFO - Epoch [66][1260/3757] lr: 1.000e-03, eta: 2 days, 22:42:14, time: 1.894, data_time: 0.014, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8594, loss_cls: 1.4071, loss: 1.4071, grad_norm: 8.0676 2020-07-30 17:02:27,753 - mmaction - INFO - Epoch [66][1280/3757] lr: 1.000e-03, eta: 2 days, 22:41:34, time: 1.936, data_time: 0.002, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8539, loss_cls: 1.3661, loss: 1.3661, grad_norm: 7.6757 2020-07-30 17:03:04,991 - mmaction - INFO - Epoch [66][1300/3757] lr: 1.000e-03, eta: 2 days, 22:40:54, time: 1.855, data_time: 0.011, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8680, loss_cls: 1.2806, loss: 1.2806, grad_norm: 7.3224 2020-07-30 17:03:43,210 - mmaction - INFO - Epoch [66][1320/3757] lr: 1.000e-03, eta: 2 days, 22:40:15, time: 1.915, data_time: 0.034, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8508, loss_cls: 1.3874, loss: 1.3874, grad_norm: 7.9634 2020-07-30 17:04:24,528 - mmaction - INFO - Epoch [66][1340/3757] lr: 1.000e-03, eta: 2 days, 22:39:37, time: 2.066, data_time: 0.009, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.3869, loss: 1.3869, grad_norm: 7.8145 2020-07-30 17:05:03,300 - mmaction - INFO - Epoch [66][1360/3757] lr: 1.000e-03, eta: 2 days, 22:38:58, time: 1.942, data_time: 0.010, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8430, loss_cls: 1.4516, loss: 1.4516, grad_norm: 7.9443 2020-07-30 17:05:43,121 - mmaction - INFO - Epoch [66][1380/3757] lr: 1.000e-03, eta: 2 days, 22:38:19, time: 1.993, data_time: 0.011, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8555, loss_cls: 1.3426, loss: 1.3426, grad_norm: 7.7865 2020-07-30 17:06:17,484 - mmaction - INFO - Epoch [66][1400/3757] lr: 1.000e-03, eta: 2 days, 22:37:37, time: 1.717, data_time: 0.008, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8656, loss_cls: 1.3197, loss: 1.3197, grad_norm: 7.5295 2020-07-30 17:06:57,533 - mmaction - INFO - Epoch [66][1420/3757] lr: 1.000e-03, eta: 2 days, 22:36:59, time: 2.000, data_time: 0.325, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8602, loss_cls: 1.3870, loss: 1.3870, grad_norm: 7.7500 2020-07-30 17:07:36,135 - mmaction - INFO - Epoch [66][1440/3757] lr: 1.000e-03, eta: 2 days, 22:36:19, time: 1.934, data_time: 0.303, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8695, loss_cls: 1.2669, loss: 1.2669, grad_norm: 7.3143 2020-07-30 17:08:12,722 - mmaction - INFO - Epoch [66][1460/3757] lr: 1.000e-03, eta: 2 days, 22:35:39, time: 1.825, data_time: 0.483, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8586, loss_cls: 1.4216, loss: 1.4216, grad_norm: 7.9795 2020-07-30 17:08:52,199 - mmaction - INFO - Epoch [66][1480/3757] lr: 1.000e-03, eta: 2 days, 22:35:00, time: 1.973, data_time: 0.587, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8641, loss_cls: 1.3985, loss: 1.3985, grad_norm: 7.9192 2020-07-30 17:09:31,430 - mmaction - INFO - Epoch [66][1500/3757] lr: 1.000e-03, eta: 2 days, 22:34:21, time: 1.966, data_time: 0.011, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8664, loss_cls: 1.3523, loss: 1.3523, grad_norm: 7.7327 2020-07-30 17:10:10,864 - mmaction - INFO - Epoch [66][1520/3757] lr: 1.000e-03, eta: 2 days, 22:33:42, time: 1.971, data_time: 0.087, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8484, loss_cls: 1.4545, loss: 1.4545, grad_norm: 8.0360 2020-07-30 17:10:51,436 - mmaction - INFO - Epoch [66][1540/3757] lr: 1.000e-03, eta: 2 days, 22:33:04, time: 2.028, data_time: 0.003, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8492, loss_cls: 1.4047, loss: 1.4047, grad_norm: 7.8430 2020-07-30 17:11:29,057 - mmaction - INFO - Epoch [66][1560/3757] lr: 1.000e-03, eta: 2 days, 22:32:24, time: 1.881, data_time: 0.008, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8633, loss_cls: 1.3300, loss: 1.3300, grad_norm: 7.4706 2020-07-30 17:12:08,930 - mmaction - INFO - Epoch [66][1580/3757] lr: 1.000e-03, eta: 2 days, 22:31:45, time: 1.994, data_time: 0.008, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8406, loss_cls: 1.4280, loss: 1.4280, grad_norm: 7.9102 2020-07-30 17:12:47,718 - mmaction - INFO - Epoch [66][1600/3757] lr: 1.000e-03, eta: 2 days, 22:31:06, time: 1.938, data_time: 0.002, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8523, loss_cls: 1.3743, loss: 1.3743, grad_norm: 7.5117 2020-07-30 17:13:27,837 - mmaction - INFO - Epoch [66][1620/3757] lr: 1.000e-03, eta: 2 days, 22:30:27, time: 2.000, data_time: 0.171, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8422, loss_cls: 1.4171, loss: 1.4171, grad_norm: 8.0370 2020-07-30 17:14:04,703 - mmaction - INFO - Epoch [66][1640/3757] lr: 1.000e-03, eta: 2 days, 22:29:47, time: 1.850, data_time: 0.195, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8500, loss_cls: 1.3680, loss: 1.3680, grad_norm: 7.9130 2020-07-30 17:14:44,361 - mmaction - INFO - Epoch [66][1660/3757] lr: 1.000e-03, eta: 2 days, 22:29:08, time: 1.982, data_time: 0.315, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8578, loss_cls: 1.3779, loss: 1.3779, grad_norm: 7.7884 2020-07-30 17:15:24,966 - mmaction - INFO - Epoch [66][1680/3757] lr: 1.000e-03, eta: 2 days, 22:28:30, time: 2.022, data_time: 0.557, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8578, loss_cls: 1.3814, loss: 1.3814, grad_norm: 7.6776 2020-07-30 17:16:04,196 - mmaction - INFO - Epoch [66][1700/3757] lr: 1.000e-03, eta: 2 days, 22:27:51, time: 1.970, data_time: 0.331, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8594, loss_cls: 1.3577, loss: 1.3577, grad_norm: 7.6581 2020-07-30 17:16:40,262 - mmaction - INFO - Epoch [66][1720/3757] lr: 1.000e-03, eta: 2 days, 22:27:10, time: 1.799, data_time: 0.132, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8625, loss_cls: 1.3227, loss: 1.3227, grad_norm: 7.5372 2020-07-30 17:17:21,750 - mmaction - INFO - Epoch [66][1740/3757] lr: 1.000e-03, eta: 2 days, 22:26:33, time: 2.072, data_time: 0.340, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8711, loss_cls: 1.3401, loss: 1.3401, grad_norm: 7.7395 2020-07-30 17:18:03,251 - mmaction - INFO - Epoch [66][1760/3757] lr: 1.000e-03, eta: 2 days, 22:25:55, time: 2.080, data_time: 1.399, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8633, loss_cls: 1.3798, loss: 1.3798, grad_norm: 7.9140 2020-07-30 17:18:40,083 - mmaction - INFO - Epoch [66][1780/3757] lr: 1.000e-03, eta: 2 days, 22:25:15, time: 1.838, data_time: 1.232, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8586, loss_cls: 1.3801, loss: 1.3801, grad_norm: 7.8061 2020-07-30 17:19:17,491 - mmaction - INFO - Epoch [66][1800/3757] lr: 1.000e-03, eta: 2 days, 22:24:35, time: 1.874, data_time: 1.214, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8562, loss_cls: 1.3327, loss: 1.3327, grad_norm: 7.6423 2020-07-30 17:19:53,533 - mmaction - INFO - Epoch [66][1820/3757] lr: 1.000e-03, eta: 2 days, 22:23:54, time: 1.803, data_time: 1.180, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8539, loss_cls: 1.3737, loss: 1.3737, grad_norm: 7.7787 2020-07-30 17:20:32,103 - mmaction - INFO - Epoch [66][1840/3757] lr: 1.000e-03, eta: 2 days, 22:23:15, time: 1.930, data_time: 1.366, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8430, loss_cls: 1.4545, loss: 1.4545, grad_norm: 7.9513 2020-07-30 17:21:10,403 - mmaction - INFO - Epoch [66][1860/3757] lr: 1.000e-03, eta: 2 days, 22:22:35, time: 1.914, data_time: 1.361, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8555, loss_cls: 1.3715, loss: 1.3715, grad_norm: 7.6023 2020-07-30 17:21:50,214 - mmaction - INFO - Epoch [66][1880/3757] lr: 1.000e-03, eta: 2 days, 22:21:56, time: 1.992, data_time: 0.914, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8508, loss_cls: 1.3793, loss: 1.3793, grad_norm: 7.8341 2020-07-30 17:22:28,804 - mmaction - INFO - Epoch [66][1900/3757] lr: 1.000e-03, eta: 2 days, 22:21:17, time: 1.930, data_time: 0.791, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8641, loss_cls: 1.3323, loss: 1.3323, grad_norm: 7.5611 2020-07-30 17:23:10,192 - mmaction - INFO - Epoch [66][1920/3757] lr: 1.000e-03, eta: 2 days, 22:20:39, time: 2.067, data_time: 0.268, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8461, loss_cls: 1.4375, loss: 1.4375, grad_norm: 7.7951 2020-07-30 17:23:48,557 - mmaction - INFO - Epoch [66][1940/3757] lr: 1.000e-03, eta: 2 days, 22:20:00, time: 1.917, data_time: 0.051, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8586, loss_cls: 1.3971, loss: 1.3971, grad_norm: 8.0380 2020-07-30 17:24:28,306 - mmaction - INFO - Epoch [66][1960/3757] lr: 1.000e-03, eta: 2 days, 22:19:21, time: 1.991, data_time: 0.036, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8477, loss_cls: 1.4379, loss: 1.4379, grad_norm: 7.9099 2020-07-30 17:25:03,235 - mmaction - INFO - Epoch [66][1980/3757] lr: 1.000e-03, eta: 2 days, 22:18:40, time: 1.746, data_time: 0.003, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8344, loss_cls: 1.5230, loss: 1.5230, grad_norm: 8.1884 2020-07-30 17:25:42,067 - mmaction - INFO - Epoch [66][2000/3757] lr: 1.000e-03, eta: 2 days, 22:18:00, time: 1.942, data_time: 0.075, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8641, loss_cls: 1.3964, loss: 1.3964, grad_norm: 7.9920 2020-07-30 17:26:21,983 - mmaction - INFO - Epoch [66][2020/3757] lr: 1.000e-03, eta: 2 days, 22:17:22, time: 1.985, data_time: 0.008, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8688, loss_cls: 1.2689, loss: 1.2689, grad_norm: 7.4795 2020-07-30 17:26:57,693 - mmaction - INFO - Epoch [66][2040/3757] lr: 1.000e-03, eta: 2 days, 22:16:41, time: 1.792, data_time: 0.013, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8500, loss_cls: 1.3575, loss: 1.3575, grad_norm: 7.7250 2020-07-30 17:27:37,798 - mmaction - INFO - Epoch [66][2060/3757] lr: 1.000e-03, eta: 2 days, 22:16:02, time: 2.010, data_time: 0.012, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8492, loss_cls: 1.4216, loss: 1.4216, grad_norm: 7.9813 2020-07-30 17:28:18,654 - mmaction - INFO - Epoch [66][2080/3757] lr: 1.000e-03, eta: 2 days, 22:15:24, time: 2.041, data_time: 0.003, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8438, loss_cls: 1.4683, loss: 1.4683, grad_norm: 7.9617 2020-07-30 17:28:58,483 - mmaction - INFO - Epoch [66][2100/3757] lr: 1.000e-03, eta: 2 days, 22:14:45, time: 1.987, data_time: 0.163, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2977, loss: 1.2977, grad_norm: 7.5232 2020-07-30 17:29:39,997 - mmaction - INFO - Epoch [66][2120/3757] lr: 1.000e-03, eta: 2 days, 22:14:08, time: 2.081, data_time: 1.421, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8633, loss_cls: 1.3470, loss: 1.3470, grad_norm: 7.5737 2020-07-30 17:30:15,058 - mmaction - INFO - Epoch [66][2140/3757] lr: 1.000e-03, eta: 2 days, 22:13:26, time: 1.748, data_time: 0.967, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8539, loss_cls: 1.3570, loss: 1.3570, grad_norm: 7.7725 2020-07-30 17:30:56,113 - mmaction - INFO - Epoch [66][2160/3757] lr: 1.000e-03, eta: 2 days, 22:12:48, time: 2.059, data_time: 0.520, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8523, loss_cls: 1.4446, loss: 1.4446, grad_norm: 7.9237 2020-07-30 17:31:33,789 - mmaction - INFO - Epoch [66][2180/3757] lr: 1.000e-03, eta: 2 days, 22:12:09, time: 1.879, data_time: 0.042, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8625, loss_cls: 1.3472, loss: 1.3472, grad_norm: 7.6592 2020-07-30 17:32:13,432 - mmaction - INFO - Epoch [66][2200/3757] lr: 1.000e-03, eta: 2 days, 22:11:30, time: 1.985, data_time: 0.254, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8625, loss_cls: 1.3802, loss: 1.3802, grad_norm: 7.9457 2020-07-30 17:32:49,986 - mmaction - INFO - Epoch [66][2220/3757] lr: 1.000e-03, eta: 2 days, 22:10:49, time: 1.821, data_time: 0.632, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8555, loss_cls: 1.3489, loss: 1.3489, grad_norm: 7.7334 2020-07-30 17:33:30,991 - mmaction - INFO - Epoch [66][2240/3757] lr: 1.000e-03, eta: 2 days, 22:10:11, time: 2.058, data_time: 0.357, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8477, loss_cls: 1.4255, loss: 1.4255, grad_norm: 7.6777 2020-07-30 17:34:08,568 - mmaction - INFO - Epoch [66][2260/3757] lr: 1.000e-03, eta: 2 days, 22:09:31, time: 1.880, data_time: 0.425, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8672, loss_cls: 1.3220, loss: 1.3220, grad_norm: 7.7238 2020-07-30 17:34:45,151 - mmaction - INFO - Epoch [66][2280/3757] lr: 1.000e-03, eta: 2 days, 22:08:51, time: 1.831, data_time: 0.008, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8578, loss_cls: 1.4146, loss: 1.4146, grad_norm: 7.8297 2020-07-30 17:35:29,818 - mmaction - INFO - Epoch [66][2300/3757] lr: 1.000e-03, eta: 2 days, 22:08:15, time: 2.230, data_time: 0.007, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8586, loss_cls: 1.4292, loss: 1.4292, grad_norm: 8.0668 2020-07-30 17:36:06,068 - mmaction - INFO - Epoch [66][2320/3757] lr: 1.000e-03, eta: 2 days, 22:07:34, time: 1.815, data_time: 0.008, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8672, loss_cls: 1.2834, loss: 1.2834, grad_norm: 7.5719 2020-07-30 17:36:47,497 - mmaction - INFO - Epoch [66][2340/3757] lr: 1.000e-03, eta: 2 days, 22:06:56, time: 2.065, data_time: 0.025, memory: 5170, top1_acc: 0.6297, top5_acc: 0.8461, loss_cls: 1.4625, loss: 1.4625, grad_norm: 8.1292 2020-07-30 17:37:23,915 - mmaction - INFO - Epoch [66][2360/3757] lr: 1.000e-03, eta: 2 days, 22:06:16, time: 1.827, data_time: 0.010, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8602, loss_cls: 1.3647, loss: 1.3647, grad_norm: 7.8550 2020-07-30 17:38:03,265 - mmaction - INFO - Epoch [66][2380/3757] lr: 1.000e-03, eta: 2 days, 22:05:37, time: 1.966, data_time: 0.009, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8453, loss_cls: 1.4234, loss: 1.4234, grad_norm: 8.1666 2020-07-30 17:38:41,274 - mmaction - INFO - Epoch [66][2400/3757] lr: 1.000e-03, eta: 2 days, 22:04:57, time: 1.902, data_time: 0.004, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8750, loss_cls: 1.2908, loss: 1.2908, grad_norm: 7.4662 2020-07-30 17:39:19,405 - mmaction - INFO - Epoch [66][2420/3757] lr: 1.000e-03, eta: 2 days, 22:04:18, time: 1.900, data_time: 0.008, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8398, loss_cls: 1.4506, loss: 1.4506, grad_norm: 7.9521 2020-07-30 17:39:59,461 - mmaction - INFO - Epoch [66][2440/3757] lr: 1.000e-03, eta: 2 days, 22:03:39, time: 2.007, data_time: 0.009, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8430, loss_cls: 1.4705, loss: 1.4705, grad_norm: 7.9900 2020-07-30 17:40:39,527 - mmaction - INFO - Epoch [66][2460/3757] lr: 1.000e-03, eta: 2 days, 22:03:01, time: 2.001, data_time: 0.010, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8547, loss_cls: 1.3612, loss: 1.3612, grad_norm: 7.6350 2020-07-30 17:41:16,096 - mmaction - INFO - Epoch [66][2480/3757] lr: 1.000e-03, eta: 2 days, 22:02:20, time: 1.833, data_time: 0.009, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8609, loss_cls: 1.3470, loss: 1.3470, grad_norm: 7.7659 2020-07-30 17:41:57,282 - mmaction - INFO - Epoch [66][2500/3757] lr: 1.000e-03, eta: 2 days, 22:01:42, time: 2.059, data_time: 0.008, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8664, loss_cls: 1.2874, loss: 1.2874, grad_norm: 7.3524 2020-07-30 17:42:37,104 - mmaction - INFO - Epoch [66][2520/3757] lr: 1.000e-03, eta: 2 days, 22:01:03, time: 1.987, data_time: 0.002, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8641, loss_cls: 1.3600, loss: 1.3600, grad_norm: 7.8099 2020-07-30 17:43:18,646 - mmaction - INFO - Epoch [66][2540/3757] lr: 1.000e-03, eta: 2 days, 22:00:26, time: 2.079, data_time: 0.009, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.3361, loss: 1.3361, grad_norm: 7.6114 2020-07-30 17:43:55,081 - mmaction - INFO - Epoch [66][2560/3757] lr: 1.000e-03, eta: 2 days, 21:59:45, time: 1.823, data_time: 0.004, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8531, loss_cls: 1.3668, loss: 1.3668, grad_norm: 7.8452 2020-07-30 17:44:33,421 - mmaction - INFO - Epoch [66][2580/3757] lr: 1.000e-03, eta: 2 days, 21:59:06, time: 1.916, data_time: 0.008, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8469, loss_cls: 1.4521, loss: 1.4521, grad_norm: 8.2037 2020-07-30 17:45:15,606 - mmaction - INFO - Epoch [66][2600/3757] lr: 1.000e-03, eta: 2 days, 21:58:28, time: 2.103, data_time: 0.003, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8531, loss_cls: 1.3919, loss: 1.3919, grad_norm: 7.8394 2020-07-30 17:45:52,896 - mmaction - INFO - Epoch [66][2620/3757] lr: 1.000e-03, eta: 2 days, 21:57:48, time: 1.870, data_time: 0.018, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8578, loss_cls: 1.3734, loss: 1.3734, grad_norm: 7.7312 2020-07-30 17:46:33,521 - mmaction - INFO - Epoch [66][2640/3757] lr: 1.000e-03, eta: 2 days, 21:57:10, time: 2.029, data_time: 0.008, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8625, loss_cls: 1.4123, loss: 1.4123, grad_norm: 7.7889 2020-07-30 17:47:12,265 - mmaction - INFO - Epoch [66][2660/3757] lr: 1.000e-03, eta: 2 days, 21:56:31, time: 1.941, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8531, loss_cls: 1.3763, loss: 1.3763, grad_norm: 7.8408 2020-07-30 17:47:50,240 - mmaction - INFO - Epoch [66][2680/3757] lr: 1.000e-03, eta: 2 days, 21:55:51, time: 1.897, data_time: 0.008, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8602, loss_cls: 1.3433, loss: 1.3433, grad_norm: 7.7959 2020-07-30 17:48:27,545 - mmaction - INFO - Epoch [66][2700/3757] lr: 1.000e-03, eta: 2 days, 21:55:11, time: 1.867, data_time: 0.010, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8391, loss_cls: 1.4916, loss: 1.4916, grad_norm: 8.1543 2020-07-30 17:49:06,721 - mmaction - INFO - Epoch [66][2720/3757] lr: 1.000e-03, eta: 2 days, 21:54:32, time: 1.959, data_time: 0.002, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8406, loss_cls: 1.4463, loss: 1.4463, grad_norm: 7.9461 2020-07-30 17:49:45,141 - mmaction - INFO - Epoch [66][2740/3757] lr: 1.000e-03, eta: 2 days, 21:53:52, time: 1.912, data_time: 0.007, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8469, loss_cls: 1.3542, loss: 1.3542, grad_norm: 7.5442 2020-07-30 17:50:24,371 - mmaction - INFO - Epoch [66][2760/3757] lr: 1.000e-03, eta: 2 days, 21:53:13, time: 1.963, data_time: 0.011, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8469, loss_cls: 1.4108, loss: 1.4108, grad_norm: 7.8053 2020-07-30 17:51:03,274 - mmaction - INFO - Epoch [66][2780/3757] lr: 1.000e-03, eta: 2 days, 21:52:34, time: 1.952, data_time: 0.010, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8469, loss_cls: 1.4103, loss: 1.4103, grad_norm: 7.7661 2020-07-30 17:51:42,137 - mmaction - INFO - Epoch [66][2800/3757] lr: 1.000e-03, eta: 2 days, 21:51:55, time: 1.944, data_time: 0.014, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8453, loss_cls: 1.4040, loss: 1.4040, grad_norm: 7.9537 2020-07-30 17:52:22,501 - mmaction - INFO - Epoch [66][2820/3757] lr: 1.000e-03, eta: 2 days, 21:51:17, time: 2.010, data_time: 0.002, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8547, loss_cls: 1.4103, loss: 1.4103, grad_norm: 7.9628 2020-07-30 17:53:01,930 - mmaction - INFO - Epoch [66][2840/3757] lr: 1.000e-03, eta: 2 days, 21:50:38, time: 1.977, data_time: 0.011, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8578, loss_cls: 1.3725, loss: 1.3725, grad_norm: 7.7491 2020-07-30 17:53:37,768 - mmaction - INFO - Epoch [66][2860/3757] lr: 1.000e-03, eta: 2 days, 21:49:57, time: 1.788, data_time: 0.082, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8523, loss_cls: 1.3828, loss: 1.3828, grad_norm: 7.9575 2020-07-30 17:54:18,978 - mmaction - INFO - Epoch [66][2880/3757] lr: 1.000e-03, eta: 2 days, 21:49:19, time: 2.060, data_time: 0.586, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8758, loss_cls: 1.2882, loss: 1.2882, grad_norm: 7.6749 2020-07-30 17:54:56,275 - mmaction - INFO - Epoch [66][2900/3757] lr: 1.000e-03, eta: 2 days, 21:48:39, time: 1.871, data_time: 0.604, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8617, loss_cls: 1.3173, loss: 1.3173, grad_norm: 7.6716 2020-07-30 17:55:33,797 - mmaction - INFO - Epoch [66][2920/3757] lr: 1.000e-03, eta: 2 days, 21:47:59, time: 1.873, data_time: 0.467, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8703, loss_cls: 1.3498, loss: 1.3498, grad_norm: 7.9136 2020-07-30 17:56:14,532 - mmaction - INFO - Epoch [66][2940/3757] lr: 1.000e-03, eta: 2 days, 21:47:21, time: 2.041, data_time: 0.356, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8508, loss_cls: 1.4229, loss: 1.4229, grad_norm: 7.9113 2020-07-30 17:56:53,762 - mmaction - INFO - Epoch [66][2960/3757] lr: 1.000e-03, eta: 2 days, 21:46:42, time: 1.957, data_time: 0.009, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8594, loss_cls: 1.3422, loss: 1.3422, grad_norm: 7.8677 2020-07-30 17:57:32,327 - mmaction - INFO - Epoch [66][2980/3757] lr: 1.000e-03, eta: 2 days, 21:46:03, time: 1.934, data_time: 0.010, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8359, loss_cls: 1.4836, loss: 1.4836, grad_norm: 8.1148 2020-07-30 17:58:12,351 - mmaction - INFO - Epoch [66][3000/3757] lr: 1.000e-03, eta: 2 days, 21:45:24, time: 2.001, data_time: 0.007, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8539, loss_cls: 1.3670, loss: 1.3670, grad_norm: 7.7741 2020-07-30 17:58:52,962 - mmaction - INFO - Epoch [66][3020/3757] lr: 1.000e-03, eta: 2 days, 21:44:46, time: 2.029, data_time: 0.002, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8461, loss_cls: 1.4238, loss: 1.4238, grad_norm: 8.0749 2020-07-30 17:59:32,144 - mmaction - INFO - Epoch [66][3040/3757] lr: 1.000e-03, eta: 2 days, 21:44:07, time: 1.959, data_time: 0.009, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8617, loss_cls: 1.2755, loss: 1.2755, grad_norm: 7.5923 2020-07-30 18:00:12,076 - mmaction - INFO - Epoch [66][3060/3757] lr: 1.000e-03, eta: 2 days, 21:43:28, time: 1.990, data_time: 0.004, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8391, loss_cls: 1.4452, loss: 1.4452, grad_norm: 7.8270 2020-07-30 18:00:53,767 - mmaction - INFO - Epoch [66][3080/3757] lr: 1.000e-03, eta: 2 days, 21:42:50, time: 2.092, data_time: 0.019, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8555, loss_cls: 1.3912, loss: 1.3912, grad_norm: 7.9313 2020-07-30 18:01:29,131 - mmaction - INFO - Epoch [66][3100/3757] lr: 1.000e-03, eta: 2 days, 21:42:09, time: 1.769, data_time: 0.219, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8453, loss_cls: 1.4526, loss: 1.4526, grad_norm: 8.1517 2020-07-30 18:02:07,945 - mmaction - INFO - Epoch [66][3120/3757] lr: 1.000e-03, eta: 2 days, 21:41:30, time: 1.936, data_time: 0.752, memory: 5170, top1_acc: 0.6258, top5_acc: 0.8367, loss_cls: 1.5201, loss: 1.5201, grad_norm: 8.2292 2020-07-30 18:02:45,765 - mmaction - INFO - Epoch [66][3140/3757] lr: 1.000e-03, eta: 2 days, 21:40:50, time: 1.894, data_time: 0.096, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8516, loss_cls: 1.4018, loss: 1.4018, grad_norm: 7.7074 2020-07-30 18:03:24,803 - mmaction - INFO - Epoch [66][3160/3757] lr: 1.000e-03, eta: 2 days, 21:40:11, time: 1.946, data_time: 0.072, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8461, loss_cls: 1.4424, loss: 1.4424, grad_norm: 7.8317 2020-07-30 18:04:02,353 - mmaction - INFO - Epoch [66][3180/3757] lr: 1.000e-03, eta: 2 days, 21:39:31, time: 1.886, data_time: 0.149, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8578, loss_cls: 1.3475, loss: 1.3475, grad_norm: 7.5818 2020-07-30 18:04:45,360 - mmaction - INFO - Epoch [66][3200/3757] lr: 1.000e-03, eta: 2 days, 21:38:54, time: 2.142, data_time: 0.838, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8594, loss_cls: 1.3845, loss: 1.3845, grad_norm: 7.7849 2020-07-30 18:05:22,795 - mmaction - INFO - Epoch [66][3220/3757] lr: 1.000e-03, eta: 2 days, 21:38:14, time: 1.872, data_time: 0.508, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8719, loss_cls: 1.3154, loss: 1.3154, grad_norm: 7.8012 2020-07-30 18:06:01,517 - mmaction - INFO - Epoch [66][3240/3757] lr: 1.000e-03, eta: 2 days, 21:37:35, time: 1.941, data_time: 0.010, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8570, loss_cls: 1.3529, loss: 1.3529, grad_norm: 7.7142 2020-07-30 18:06:36,970 - mmaction - INFO - Epoch [66][3260/3757] lr: 1.000e-03, eta: 2 days, 21:36:54, time: 1.767, data_time: 0.024, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8477, loss_cls: 1.3780, loss: 1.3780, grad_norm: 7.8418 2020-07-30 18:07:17,115 - mmaction - INFO - Epoch [66][3280/3757] lr: 1.000e-03, eta: 2 days, 21:36:15, time: 2.016, data_time: 0.018, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8727, loss_cls: 1.3268, loss: 1.3268, grad_norm: 7.9203 2020-07-30 18:07:55,235 - mmaction - INFO - Epoch [66][3300/3757] lr: 1.000e-03, eta: 2 days, 21:35:36, time: 1.899, data_time: 0.009, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8695, loss_cls: 1.3286, loss: 1.3286, grad_norm: 7.7919 2020-07-30 18:08:35,952 - mmaction - INFO - Epoch [66][3320/3757] lr: 1.000e-03, eta: 2 days, 21:34:58, time: 2.042, data_time: 0.011, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8531, loss_cls: 1.4180, loss: 1.4180, grad_norm: 8.2946 2020-07-30 18:09:14,093 - mmaction - INFO - Epoch [66][3340/3757] lr: 1.000e-03, eta: 2 days, 21:34:18, time: 1.905, data_time: 0.009, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8484, loss_cls: 1.4124, loss: 1.4124, grad_norm: 7.9519 2020-07-30 18:09:54,872 - mmaction - INFO - Epoch [66][3360/3757] lr: 1.000e-03, eta: 2 days, 21:33:40, time: 2.038, data_time: 0.006, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8672, loss_cls: 1.3225, loss: 1.3225, grad_norm: 7.7059 2020-07-30 18:10:33,424 - mmaction - INFO - Epoch [66][3380/3757] lr: 1.000e-03, eta: 2 days, 21:33:00, time: 1.929, data_time: 0.009, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8516, loss_cls: 1.3671, loss: 1.3671, grad_norm: 7.9917 2020-07-30 18:11:13,050 - mmaction - INFO - Epoch [66][3400/3757] lr: 1.000e-03, eta: 2 days, 21:32:22, time: 1.976, data_time: 0.011, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8664, loss_cls: 1.3747, loss: 1.3747, grad_norm: 7.7514 2020-07-30 18:11:55,154 - mmaction - INFO - Epoch [66][3420/3757] lr: 1.000e-03, eta: 2 days, 21:31:44, time: 2.105, data_time: 0.010, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8633, loss_cls: 1.4227, loss: 1.4227, grad_norm: 7.9200 2020-07-30 18:12:35,931 - mmaction - INFO - Epoch [66][3440/3757] lr: 1.000e-03, eta: 2 days, 21:31:06, time: 2.040, data_time: 0.011, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8586, loss_cls: 1.3759, loss: 1.3759, grad_norm: 7.9884 2020-07-30 18:13:13,252 - mmaction - INFO - Epoch [66][3460/3757] lr: 1.000e-03, eta: 2 days, 21:30:26, time: 1.872, data_time: 0.012, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8523, loss_cls: 1.3656, loss: 1.3656, grad_norm: 7.7341 2020-07-30 18:13:47,906 - mmaction - INFO - Epoch [66][3480/3757] lr: 1.000e-03, eta: 2 days, 21:29:44, time: 1.727, data_time: 0.573, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8586, loss_cls: 1.3323, loss: 1.3323, grad_norm: 7.4686 2020-07-30 18:14:27,719 - mmaction - INFO - Epoch [66][3500/3757] lr: 1.000e-03, eta: 2 days, 21:29:06, time: 1.998, data_time: 0.892, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8617, loss_cls: 1.3710, loss: 1.3710, grad_norm: 7.8940 2020-07-30 18:15:05,972 - mmaction - INFO - Epoch [66][3520/3757] lr: 1.000e-03, eta: 2 days, 21:28:26, time: 1.912, data_time: 1.296, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8555, loss_cls: 1.4232, loss: 1.4232, grad_norm: 8.0522 2020-07-30 18:15:45,918 - mmaction - INFO - Epoch [66][3540/3757] lr: 1.000e-03, eta: 2 days, 21:27:48, time: 1.997, data_time: 1.423, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8469, loss_cls: 1.3829, loss: 1.3829, grad_norm: 7.7991 2020-07-30 18:16:25,169 - mmaction - INFO - Epoch [66][3560/3757] lr: 1.000e-03, eta: 2 days, 21:27:09, time: 1.964, data_time: 1.362, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8688, loss_cls: 1.3733, loss: 1.3733, grad_norm: 7.9536 2020-07-30 18:17:04,517 - mmaction - INFO - Epoch [66][3580/3757] lr: 1.000e-03, eta: 2 days, 21:26:30, time: 1.959, data_time: 0.990, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8492, loss_cls: 1.3953, loss: 1.3953, grad_norm: 7.6867 2020-07-30 18:17:43,322 - mmaction - INFO - Epoch [66][3600/3757] lr: 1.000e-03, eta: 2 days, 21:25:50, time: 1.947, data_time: 0.014, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8531, loss_cls: 1.4061, loss: 1.4061, grad_norm: 7.9459 2020-07-30 18:18:24,057 - mmaction - INFO - Epoch [66][3620/3757] lr: 1.000e-03, eta: 2 days, 21:25:12, time: 2.029, data_time: 0.124, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8547, loss_cls: 1.3719, loss: 1.3719, grad_norm: 8.0866 2020-07-30 18:19:02,338 - mmaction - INFO - Epoch [66][3640/3757] lr: 1.000e-03, eta: 2 days, 21:24:33, time: 1.922, data_time: 1.082, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8297, loss_cls: 1.4659, loss: 1.4659, grad_norm: 8.0061 2020-07-30 18:19:45,861 - mmaction - INFO - Epoch [66][3660/3757] lr: 1.000e-03, eta: 2 days, 21:23:56, time: 2.174, data_time: 0.763, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8469, loss_cls: 1.4210, loss: 1.4210, grad_norm: 8.0498 2020-07-30 18:20:20,311 - mmaction - INFO - Epoch [66][3680/3757] lr: 1.000e-03, eta: 2 days, 21:23:14, time: 1.720, data_time: 0.141, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8438, loss_cls: 1.4421, loss: 1.4421, grad_norm: 8.0966 2020-07-30 18:20:58,839 - mmaction - INFO - Epoch [66][3700/3757] lr: 1.000e-03, eta: 2 days, 21:22:35, time: 1.931, data_time: 0.394, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8391, loss_cls: 1.3998, loss: 1.3998, grad_norm: 8.1044 2020-07-30 18:21:42,873 - mmaction - INFO - Epoch [66][3720/3757] lr: 1.000e-03, eta: 2 days, 21:21:58, time: 2.198, data_time: 0.010, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8523, loss_cls: 1.4488, loss: 1.4488, grad_norm: 8.0303 2020-07-30 18:22:22,639 - mmaction - INFO - Epoch [66][3740/3757] lr: 1.000e-03, eta: 2 days, 21:21:20, time: 1.988, data_time: 0.008, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8609, loss_cls: 1.3936, loss: 1.3936, grad_norm: 7.9206 2020-07-30 18:22:46,756 - mmaction - INFO - Saving checkpoint at 66 epochs 2020-07-30 18:23:39,810 - mmaction - INFO - Epoch [67][20/3757] lr: 1.000e-03, eta: 2 days, 21:19:56, time: 2.506, data_time: 1.102, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8539, loss_cls: 1.3526, loss: 1.3526, grad_norm: 7.8881 2020-07-30 18:24:21,615 - mmaction - INFO - Epoch [67][40/3757] lr: 1.000e-03, eta: 2 days, 21:19:18, time: 2.092, data_time: 0.087, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8477, loss_cls: 1.4125, loss: 1.4125, grad_norm: 7.9531 2020-07-30 18:25:00,499 - mmaction - INFO - Epoch [67][60/3757] lr: 1.000e-03, eta: 2 days, 21:18:39, time: 1.948, data_time: 0.007, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8656, loss_cls: 1.3054, loss: 1.3054, grad_norm: 7.6685 2020-07-30 18:25:39,399 - mmaction - INFO - Epoch [67][80/3757] lr: 1.000e-03, eta: 2 days, 21:18:00, time: 1.940, data_time: 0.050, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8484, loss_cls: 1.3802, loss: 1.3802, grad_norm: 7.8083 2020-07-30 18:26:21,267 - mmaction - INFO - Epoch [67][100/3757] lr: 1.000e-03, eta: 2 days, 21:17:22, time: 2.094, data_time: 0.039, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8711, loss_cls: 1.3551, loss: 1.3551, grad_norm: 7.9325 2020-07-30 18:26:59,941 - mmaction - INFO - Epoch [67][120/3757] lr: 1.000e-03, eta: 2 days, 21:16:43, time: 1.929, data_time: 0.008, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8617, loss_cls: 1.2943, loss: 1.2943, grad_norm: 7.4959 2020-07-30 18:27:37,485 - mmaction - INFO - Epoch [67][140/3757] lr: 1.000e-03, eta: 2 days, 21:16:03, time: 1.882, data_time: 0.012, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8453, loss_cls: 1.3739, loss: 1.3739, grad_norm: 7.4656 2020-07-30 18:28:14,176 - mmaction - INFO - Epoch [67][160/3757] lr: 1.000e-03, eta: 2 days, 21:15:23, time: 1.831, data_time: 0.053, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8664, loss_cls: 1.3588, loss: 1.3588, grad_norm: 7.6980 2020-07-30 18:28:57,062 - mmaction - INFO - Epoch [67][180/3757] lr: 1.000e-03, eta: 2 days, 21:14:46, time: 2.152, data_time: 0.307, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8469, loss_cls: 1.4157, loss: 1.4157, grad_norm: 7.6097 2020-07-30 18:29:34,372 - mmaction - INFO - Epoch [67][200/3757] lr: 1.000e-03, eta: 2 days, 21:14:06, time: 1.865, data_time: 0.354, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8633, loss_cls: 1.3062, loss: 1.3062, grad_norm: 7.6788 2020-07-30 18:30:14,669 - mmaction - INFO - Epoch [67][220/3757] lr: 1.000e-03, eta: 2 days, 21:13:27, time: 2.011, data_time: 1.339, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8594, loss_cls: 1.3299, loss: 1.3299, grad_norm: 7.7020 2020-07-30 18:30:54,331 - mmaction - INFO - Epoch [67][240/3757] lr: 1.000e-03, eta: 2 days, 21:12:48, time: 1.984, data_time: 0.928, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8555, loss_cls: 1.3203, loss: 1.3203, grad_norm: 7.5444 2020-07-30 18:31:31,237 - mmaction - INFO - Epoch [67][260/3757] lr: 1.000e-03, eta: 2 days, 21:12:08, time: 1.847, data_time: 0.264, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8609, loss_cls: 1.3472, loss: 1.3472, grad_norm: 7.8441 2020-07-30 18:32:09,684 - mmaction - INFO - Epoch [67][280/3757] lr: 1.000e-03, eta: 2 days, 21:11:29, time: 1.918, data_time: 0.005, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8523, loss_cls: 1.3622, loss: 1.3622, grad_norm: 8.0057 2020-07-30 18:32:48,918 - mmaction - INFO - Epoch [67][300/3757] lr: 1.000e-03, eta: 2 days, 21:10:50, time: 1.968, data_time: 0.011, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8516, loss_cls: 1.4266, loss: 1.4266, grad_norm: 8.1485 2020-07-30 18:33:27,047 - mmaction - INFO - Epoch [67][320/3757] lr: 1.000e-03, eta: 2 days, 21:10:10, time: 1.907, data_time: 0.020, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8664, loss_cls: 1.2970, loss: 1.2970, grad_norm: 7.9456 2020-07-30 18:34:05,604 - mmaction - INFO - Epoch [67][340/3757] lr: 1.000e-03, eta: 2 days, 21:09:31, time: 1.925, data_time: 0.002, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8688, loss_cls: 1.3654, loss: 1.3654, grad_norm: 7.9091 2020-07-30 18:34:43,773 - mmaction - INFO - Epoch [67][360/3757] lr: 1.000e-03, eta: 2 days, 21:08:51, time: 1.910, data_time: 0.005, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8836, loss_cls: 1.2089, loss: 1.2089, grad_norm: 7.3735 2020-07-30 18:35:24,646 - mmaction - INFO - Epoch [67][380/3757] lr: 1.000e-03, eta: 2 days, 21:08:13, time: 2.042, data_time: 0.460, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8641, loss_cls: 1.3529, loss: 1.3529, grad_norm: 7.6365 2020-07-30 18:36:04,917 - mmaction - INFO - Epoch [67][400/3757] lr: 1.000e-03, eta: 2 days, 21:07:35, time: 2.016, data_time: 0.588, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8477, loss_cls: 1.4094, loss: 1.4094, grad_norm: 8.0398 2020-07-30 18:36:44,918 - mmaction - INFO - Epoch [67][420/3757] lr: 1.000e-03, eta: 2 days, 21:06:56, time: 2.000, data_time: 1.367, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8602, loss_cls: 1.3589, loss: 1.3589, grad_norm: 7.6619 2020-07-30 18:37:23,186 - mmaction - INFO - Epoch [67][440/3757] lr: 1.000e-03, eta: 2 days, 21:06:17, time: 1.914, data_time: 0.581, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8594, loss_cls: 1.3986, loss: 1.3986, grad_norm: 8.2580 2020-07-30 18:38:04,141 - mmaction - INFO - Epoch [67][460/3757] lr: 1.000e-03, eta: 2 days, 21:05:38, time: 2.044, data_time: 1.453, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8586, loss_cls: 1.3294, loss: 1.3294, grad_norm: 7.5366 2020-07-30 18:38:40,232 - mmaction - INFO - Epoch [67][480/3757] lr: 1.000e-03, eta: 2 days, 21:04:58, time: 1.808, data_time: 1.203, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8672, loss_cls: 1.3359, loss: 1.3359, grad_norm: 7.7422 2020-07-30 18:39:20,523 - mmaction - INFO - Epoch [67][500/3757] lr: 1.000e-03, eta: 2 days, 21:04:19, time: 2.014, data_time: 1.281, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8508, loss_cls: 1.4122, loss: 1.4122, grad_norm: 8.2464 2020-07-30 18:40:03,459 - mmaction - INFO - Epoch [67][520/3757] lr: 1.000e-03, eta: 2 days, 21:03:42, time: 2.148, data_time: 0.048, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8641, loss_cls: 1.3159, loss: 1.3159, grad_norm: 7.8821 2020-07-30 18:40:39,140 - mmaction - INFO - Epoch [67][540/3757] lr: 1.000e-03, eta: 2 days, 21:03:01, time: 1.779, data_time: 0.002, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8578, loss_cls: 1.3844, loss: 1.3844, grad_norm: 7.8289 2020-07-30 18:41:18,888 - mmaction - INFO - Epoch [67][560/3757] lr: 1.000e-03, eta: 2 days, 21:02:23, time: 1.991, data_time: 0.017, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8398, loss_cls: 1.4568, loss: 1.4568, grad_norm: 8.0215 2020-07-30 18:41:55,923 - mmaction - INFO - Epoch [67][580/3757] lr: 1.000e-03, eta: 2 days, 21:01:42, time: 1.846, data_time: 0.271, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8578, loss_cls: 1.3577, loss: 1.3577, grad_norm: 7.7962 2020-07-30 18:42:38,411 - mmaction - INFO - Epoch [67][600/3757] lr: 1.000e-03, eta: 2 days, 21:01:05, time: 2.126, data_time: 0.014, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8609, loss_cls: 1.3701, loss: 1.3701, grad_norm: 7.7958 2020-07-30 18:43:16,097 - mmaction - INFO - Epoch [67][620/3757] lr: 1.000e-03, eta: 2 days, 21:00:25, time: 1.888, data_time: 0.008, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8555, loss_cls: 1.3673, loss: 1.3673, grad_norm: 7.7775 2020-07-30 18:43:55,343 - mmaction - INFO - Epoch [67][640/3757] lr: 1.000e-03, eta: 2 days, 20:59:46, time: 1.962, data_time: 0.015, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8469, loss_cls: 1.4043, loss: 1.4043, grad_norm: 7.9058 2020-07-30 18:44:32,043 - mmaction - INFO - Epoch [67][660/3757] lr: 1.000e-03, eta: 2 days, 20:59:06, time: 1.835, data_time: 0.142, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8570, loss_cls: 1.3624, loss: 1.3624, grad_norm: 7.9250 2020-07-30 18:45:11,072 - mmaction - INFO - Epoch [67][680/3757] lr: 1.000e-03, eta: 2 days, 20:58:27, time: 1.954, data_time: 0.086, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8477, loss_cls: 1.3977, loss: 1.3977, grad_norm: 7.6287 2020-07-30 18:45:47,707 - mmaction - INFO - Epoch [67][700/3757] lr: 1.000e-03, eta: 2 days, 20:57:47, time: 1.830, data_time: 0.571, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8609, loss_cls: 1.3425, loss: 1.3425, grad_norm: 7.6506 2020-07-30 18:46:27,060 - mmaction - INFO - Epoch [67][720/3757] lr: 1.000e-03, eta: 2 days, 20:57:08, time: 1.968, data_time: 0.030, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8672, loss_cls: 1.2706, loss: 1.2706, grad_norm: 7.3289 2020-07-30 18:47:08,883 - mmaction - INFO - Epoch [67][740/3757] lr: 1.000e-03, eta: 2 days, 20:56:30, time: 2.093, data_time: 0.023, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8609, loss_cls: 1.3199, loss: 1.3199, grad_norm: 7.5365 2020-07-30 18:47:47,746 - mmaction - INFO - Epoch [67][760/3757] lr: 1.000e-03, eta: 2 days, 20:55:51, time: 1.943, data_time: 0.021, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8555, loss_cls: 1.3426, loss: 1.3426, grad_norm: 7.7977 2020-07-30 18:48:22,813 - mmaction - INFO - Epoch [67][780/3757] lr: 1.000e-03, eta: 2 days, 20:55:10, time: 1.751, data_time: 0.065, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8594, loss_cls: 1.3990, loss: 1.3990, grad_norm: 7.9909 2020-07-30 18:49:05,433 - mmaction - INFO - Epoch [67][800/3757] lr: 1.000e-03, eta: 2 days, 20:54:32, time: 2.134, data_time: 0.021, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8492, loss_cls: 1.3726, loss: 1.3726, grad_norm: 7.6010 2020-07-30 18:49:45,639 - mmaction - INFO - Epoch [67][820/3757] lr: 1.000e-03, eta: 2 days, 20:53:54, time: 2.009, data_time: 0.011, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8758, loss_cls: 1.2815, loss: 1.2815, grad_norm: 7.5674 2020-07-30 18:50:25,504 - mmaction - INFO - Epoch [67][840/3757] lr: 1.000e-03, eta: 2 days, 20:53:15, time: 1.987, data_time: 0.052, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8617, loss_cls: 1.3580, loss: 1.3580, grad_norm: 8.1122 2020-07-30 18:51:04,013 - mmaction - INFO - Epoch [67][860/3757] lr: 1.000e-03, eta: 2 days, 20:52:36, time: 1.929, data_time: 0.010, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8625, loss_cls: 1.3290, loss: 1.3290, grad_norm: 7.7611 2020-07-30 18:51:41,719 - mmaction - INFO - Epoch [67][880/3757] lr: 1.000e-03, eta: 2 days, 20:51:56, time: 1.889, data_time: 0.035, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8555, loss_cls: 1.4169, loss: 1.4169, grad_norm: 7.9040 2020-07-30 18:52:21,163 - mmaction - INFO - Epoch [67][900/3757] lr: 1.000e-03, eta: 2 days, 20:51:17, time: 1.971, data_time: 0.002, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8617, loss_cls: 1.3292, loss: 1.3292, grad_norm: 7.6841 2020-07-30 18:52:58,336 - mmaction - INFO - Epoch [67][920/3757] lr: 1.000e-03, eta: 2 days, 20:50:37, time: 1.859, data_time: 0.008, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8586, loss_cls: 1.3046, loss: 1.3046, grad_norm: 7.5596 2020-07-30 18:53:38,555 - mmaction - INFO - Epoch [67][940/3757] lr: 1.000e-03, eta: 2 days, 20:49:58, time: 2.006, data_time: 0.015, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8367, loss_cls: 1.4557, loss: 1.4557, grad_norm: 7.8653 2020-07-30 18:54:14,542 - mmaction - INFO - Epoch [67][960/3757] lr: 1.000e-03, eta: 2 days, 20:49:18, time: 1.804, data_time: 0.231, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8383, loss_cls: 1.4261, loss: 1.4261, grad_norm: 7.9233 2020-07-30 18:54:55,957 - mmaction - INFO - Epoch [67][980/3757] lr: 1.000e-03, eta: 2 days, 20:48:40, time: 2.070, data_time: 0.086, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8617, loss_cls: 1.3789, loss: 1.3789, grad_norm: 7.8925 2020-07-30 18:55:30,602 - mmaction - INFO - Epoch [67][1000/3757] lr: 1.000e-03, eta: 2 days, 20:47:59, time: 1.727, data_time: 0.379, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8469, loss_cls: 1.3669, loss: 1.3669, grad_norm: 7.8244 2020-07-30 18:56:10,175 - mmaction - INFO - Epoch [67][1020/3757] lr: 1.000e-03, eta: 2 days, 20:47:20, time: 1.984, data_time: 0.373, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8617, loss_cls: 1.3254, loss: 1.3254, grad_norm: 7.9254 2020-07-30 18:56:51,086 - mmaction - INFO - Epoch [67][1040/3757] lr: 1.000e-03, eta: 2 days, 20:46:42, time: 2.042, data_time: 0.510, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8516, loss_cls: 1.3798, loss: 1.3798, grad_norm: 7.8650 2020-07-30 18:57:29,638 - mmaction - INFO - Epoch [67][1060/3757] lr: 1.000e-03, eta: 2 days, 20:46:02, time: 1.933, data_time: 0.009, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8430, loss_cls: 1.4131, loss: 1.4131, grad_norm: 8.1485 2020-07-30 18:58:10,694 - mmaction - INFO - Epoch [67][1080/3757] lr: 1.000e-03, eta: 2 days, 20:45:24, time: 2.052, data_time: 0.140, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8531, loss_cls: 1.3575, loss: 1.3575, grad_norm: 7.6963 2020-07-30 18:58:47,377 - mmaction - INFO - Epoch [67][1100/3757] lr: 1.000e-03, eta: 2 days, 20:44:44, time: 1.825, data_time: 0.008, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8617, loss_cls: 1.3581, loss: 1.3581, grad_norm: 7.9124 2020-07-30 18:59:29,395 - mmaction - INFO - Epoch [67][1120/3757] lr: 1.000e-03, eta: 2 days, 20:44:06, time: 2.108, data_time: 0.012, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8617, loss_cls: 1.3305, loss: 1.3305, grad_norm: 7.8359 2020-07-30 19:00:10,485 - mmaction - INFO - Epoch [67][1140/3757] lr: 1.000e-03, eta: 2 days, 20:43:28, time: 2.051, data_time: 0.011, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8609, loss_cls: 1.3395, loss: 1.3395, grad_norm: 7.7954 2020-07-30 19:00:44,601 - mmaction - INFO - Epoch [67][1160/3757] lr: 1.000e-03, eta: 2 days, 20:42:47, time: 1.710, data_time: 0.278, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8484, loss_cls: 1.3680, loss: 1.3680, grad_norm: 7.9009 2020-07-30 19:01:21,473 - mmaction - INFO - Epoch [67][1180/3757] lr: 1.000e-03, eta: 2 days, 20:42:06, time: 1.840, data_time: 0.116, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8406, loss_cls: 1.4503, loss: 1.4503, grad_norm: 7.9176 2020-07-30 19:02:01,772 - mmaction - INFO - Epoch [67][1200/3757] lr: 1.000e-03, eta: 2 days, 20:41:28, time: 2.014, data_time: 0.089, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8852, loss_cls: 1.2784, loss: 1.2784, grad_norm: 7.6663 2020-07-30 19:02:39,564 - mmaction - INFO - Epoch [67][1220/3757] lr: 1.000e-03, eta: 2 days, 20:40:48, time: 1.885, data_time: 0.057, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8641, loss_cls: 1.3567, loss: 1.3567, grad_norm: 7.9113 2020-07-30 19:03:16,343 - mmaction - INFO - Epoch [67][1240/3757] lr: 1.000e-03, eta: 2 days, 20:40:08, time: 1.849, data_time: 0.065, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8453, loss_cls: 1.4443, loss: 1.4443, grad_norm: 8.0243 2020-07-30 19:03:55,695 - mmaction - INFO - Epoch [67][1260/3757] lr: 1.000e-03, eta: 2 days, 20:39:29, time: 1.959, data_time: 0.007, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8602, loss_cls: 1.3869, loss: 1.3869, grad_norm: 7.9467 2020-07-30 19:04:33,996 - mmaction - INFO - Epoch [67][1280/3757] lr: 1.000e-03, eta: 2 days, 20:38:49, time: 1.921, data_time: 0.097, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8766, loss_cls: 1.1749, loss: 1.1749, grad_norm: 7.3056 2020-07-30 19:05:15,077 - mmaction - INFO - Epoch [67][1300/3757] lr: 1.000e-03, eta: 2 days, 20:38:11, time: 2.050, data_time: 0.020, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8469, loss_cls: 1.4443, loss: 1.4443, grad_norm: 8.0796 2020-07-30 19:05:55,640 - mmaction - INFO - Epoch [67][1320/3757] lr: 1.000e-03, eta: 2 days, 20:37:33, time: 2.034, data_time: 0.009, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8656, loss_cls: 1.3342, loss: 1.3342, grad_norm: 7.6888 2020-07-30 19:06:35,199 - mmaction - INFO - Epoch [67][1340/3757] lr: 1.000e-03, eta: 2 days, 20:36:54, time: 1.976, data_time: 0.006, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8672, loss_cls: 1.3496, loss: 1.3496, grad_norm: 7.8736 2020-07-30 19:07:10,886 - mmaction - INFO - Epoch [67][1360/3757] lr: 1.000e-03, eta: 2 days, 20:36:13, time: 1.785, data_time: 0.129, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8664, loss_cls: 1.3150, loss: 1.3150, grad_norm: 8.0152 2020-07-30 19:07:47,598 - mmaction - INFO - Epoch [67][1380/3757] lr: 1.000e-03, eta: 2 days, 20:35:33, time: 1.833, data_time: 0.575, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8375, loss_cls: 1.4087, loss: 1.4087, grad_norm: 8.0210 2020-07-30 19:08:26,736 - mmaction - INFO - Epoch [67][1400/3757] lr: 1.000e-03, eta: 2 days, 20:34:54, time: 1.959, data_time: 0.979, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8594, loss_cls: 1.3690, loss: 1.3690, grad_norm: 8.0744 2020-07-30 19:09:07,614 - mmaction - INFO - Epoch [67][1420/3757] lr: 1.000e-03, eta: 2 days, 20:34:16, time: 2.037, data_time: 0.711, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8539, loss_cls: 1.3245, loss: 1.3245, grad_norm: 7.6460 2020-07-30 19:09:46,981 - mmaction - INFO - Epoch [67][1440/3757] lr: 1.000e-03, eta: 2 days, 20:33:37, time: 1.975, data_time: 0.022, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8711, loss_cls: 1.3293, loss: 1.3293, grad_norm: 8.0635 2020-07-30 19:10:24,014 - mmaction - INFO - Epoch [67][1460/3757] lr: 1.000e-03, eta: 2 days, 20:32:57, time: 1.844, data_time: 0.010, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8562, loss_cls: 1.3583, loss: 1.3583, grad_norm: 8.1473 2020-07-30 19:11:04,403 - mmaction - INFO - Epoch [67][1480/3757] lr: 1.000e-03, eta: 2 days, 20:32:18, time: 2.027, data_time: 0.012, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8703, loss_cls: 1.2888, loss: 1.2888, grad_norm: 7.6657 2020-07-30 19:11:43,634 - mmaction - INFO - Epoch [67][1500/3757] lr: 1.000e-03, eta: 2 days, 20:31:39, time: 1.961, data_time: 0.009, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8664, loss_cls: 1.3308, loss: 1.3308, grad_norm: 7.8130 2020-07-30 19:12:21,686 - mmaction - INFO - Epoch [67][1520/3757] lr: 1.000e-03, eta: 2 days, 20:31:00, time: 1.901, data_time: 0.005, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8578, loss_cls: 1.3070, loss: 1.3070, grad_norm: 7.8036 2020-07-30 19:13:00,874 - mmaction - INFO - Epoch [67][1540/3757] lr: 1.000e-03, eta: 2 days, 20:30:21, time: 1.959, data_time: 0.006, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8570, loss_cls: 1.4176, loss: 1.4176, grad_norm: 8.0597 2020-07-30 19:13:39,966 - mmaction - INFO - Epoch [67][1560/3757] lr: 1.000e-03, eta: 2 days, 20:29:42, time: 1.958, data_time: 0.007, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8578, loss_cls: 1.3991, loss: 1.3991, grad_norm: 8.1959 2020-07-30 19:14:21,779 - mmaction - INFO - Epoch [67][1580/3757] lr: 1.000e-03, eta: 2 days, 20:29:04, time: 2.086, data_time: 0.008, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8477, loss_cls: 1.5070, loss: 1.5070, grad_norm: 8.3355 2020-07-30 19:14:58,848 - mmaction - INFO - Epoch [67][1600/3757] lr: 1.000e-03, eta: 2 days, 20:28:24, time: 1.849, data_time: 0.007, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8633, loss_cls: 1.3364, loss: 1.3364, grad_norm: 7.8661 2020-07-30 19:15:38,102 - mmaction - INFO - Epoch [67][1620/3757] lr: 1.000e-03, eta: 2 days, 20:27:45, time: 1.971, data_time: 0.012, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8625, loss_cls: 1.3257, loss: 1.3257, grad_norm: 7.7868 2020-07-30 19:16:18,748 - mmaction - INFO - Epoch [67][1640/3757] lr: 1.000e-03, eta: 2 days, 20:27:06, time: 2.024, data_time: 0.010, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8758, loss_cls: 1.3145, loss: 1.3145, grad_norm: 7.6226 2020-07-30 19:16:55,976 - mmaction - INFO - Epoch [67][1660/3757] lr: 1.000e-03, eta: 2 days, 20:26:27, time: 1.869, data_time: 0.042, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8703, loss_cls: 1.3293, loss: 1.3293, grad_norm: 7.9629 2020-07-30 19:17:34,375 - mmaction - INFO - Epoch [67][1680/3757] lr: 1.000e-03, eta: 2 days, 20:25:47, time: 1.912, data_time: 0.045, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8500, loss_cls: 1.4230, loss: 1.4230, grad_norm: 8.0610 2020-07-30 19:18:09,888 - mmaction - INFO - Epoch [67][1700/3757] lr: 1.000e-03, eta: 2 days, 20:25:06, time: 1.785, data_time: 0.012, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8625, loss_cls: 1.3808, loss: 1.3808, grad_norm: 8.0794 2020-07-30 19:18:49,127 - mmaction - INFO - Epoch [67][1720/3757] lr: 1.000e-03, eta: 2 days, 20:24:27, time: 1.956, data_time: 0.007, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8555, loss_cls: 1.3643, loss: 1.3643, grad_norm: 8.0210 2020-07-30 19:19:29,154 - mmaction - INFO - Epoch [67][1740/3757] lr: 1.000e-03, eta: 2 days, 20:23:49, time: 2.005, data_time: 0.011, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8570, loss_cls: 1.4274, loss: 1.4274, grad_norm: 8.1138 2020-07-30 19:20:07,165 - mmaction - INFO - Epoch [67][1760/3757] lr: 1.000e-03, eta: 2 days, 20:23:09, time: 1.903, data_time: 0.005, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8555, loss_cls: 1.3779, loss: 1.3779, grad_norm: 7.9585 2020-07-30 19:20:47,929 - mmaction - INFO - Epoch [67][1780/3757] lr: 1.000e-03, eta: 2 days, 20:22:31, time: 2.037, data_time: 0.002, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8617, loss_cls: 1.2793, loss: 1.2793, grad_norm: 7.4748 2020-07-30 19:21:24,689 - mmaction - INFO - Epoch [67][1800/3757] lr: 1.000e-03, eta: 2 days, 20:21:50, time: 1.834, data_time: 0.009, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8672, loss_cls: 1.3174, loss: 1.3174, grad_norm: 7.9005 2020-07-30 19:22:02,397 - mmaction - INFO - Epoch [67][1820/3757] lr: 1.000e-03, eta: 2 days, 20:21:11, time: 1.888, data_time: 0.010, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8531, loss_cls: 1.4053, loss: 1.4053, grad_norm: 7.9858 2020-07-30 19:22:40,629 - mmaction - INFO - Epoch [67][1840/3757] lr: 1.000e-03, eta: 2 days, 20:20:31, time: 1.905, data_time: 0.013, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3691, loss: 1.3691, grad_norm: 8.0029 2020-07-30 19:23:20,758 - mmaction - INFO - Epoch [67][1860/3757] lr: 1.000e-03, eta: 2 days, 20:19:53, time: 2.013, data_time: 0.012, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8641, loss_cls: 1.3732, loss: 1.3732, grad_norm: 8.0696 2020-07-30 19:24:00,081 - mmaction - INFO - Epoch [67][1880/3757] lr: 1.000e-03, eta: 2 days, 20:19:14, time: 1.968, data_time: 0.005, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8602, loss_cls: 1.3468, loss: 1.3468, grad_norm: 7.9076 2020-07-30 19:24:38,502 - mmaction - INFO - Epoch [67][1900/3757] lr: 1.000e-03, eta: 2 days, 20:18:34, time: 1.918, data_time: 0.008, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8648, loss_cls: 1.3086, loss: 1.3086, grad_norm: 7.8561 2020-07-30 19:25:19,178 - mmaction - INFO - Epoch [67][1920/3757] lr: 1.000e-03, eta: 2 days, 20:17:56, time: 2.032, data_time: 0.006, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8578, loss_cls: 1.3561, loss: 1.3561, grad_norm: 7.6932 2020-07-30 19:25:57,420 - mmaction - INFO - Epoch [67][1940/3757] lr: 1.000e-03, eta: 2 days, 20:17:16, time: 1.917, data_time: 0.160, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8406, loss_cls: 1.4402, loss: 1.4402, grad_norm: 7.8889 2020-07-30 19:26:40,140 - mmaction - INFO - Epoch [67][1960/3757] lr: 1.000e-03, eta: 2 days, 20:16:39, time: 2.126, data_time: 0.249, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8555, loss_cls: 1.3839, loss: 1.3839, grad_norm: 8.0722 2020-07-30 19:27:14,501 - mmaction - INFO - Epoch [67][1980/3757] lr: 1.000e-03, eta: 2 days, 20:15:58, time: 1.726, data_time: 0.018, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8516, loss_cls: 1.4193, loss: 1.4193, grad_norm: 8.0877 2020-07-30 19:27:56,554 - mmaction - INFO - Epoch [67][2000/3757] lr: 1.000e-03, eta: 2 days, 20:15:20, time: 2.097, data_time: 0.072, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8398, loss_cls: 1.3738, loss: 1.3738, grad_norm: 7.9278 2020-07-30 19:28:36,616 - mmaction - INFO - Epoch [67][2020/3757] lr: 1.000e-03, eta: 2 days, 20:14:42, time: 2.008, data_time: 0.010, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8547, loss_cls: 1.3716, loss: 1.3716, grad_norm: 7.7881 2020-07-30 19:29:14,388 - mmaction - INFO - Epoch [67][2040/3757] lr: 1.000e-03, eta: 2 days, 20:14:02, time: 1.889, data_time: 0.078, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3165, loss: 1.3165, grad_norm: 7.8405 2020-07-30 19:29:55,215 - mmaction - INFO - Epoch [67][2060/3757] lr: 1.000e-03, eta: 2 days, 20:13:24, time: 2.043, data_time: 0.160, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8719, loss_cls: 1.2828, loss: 1.2828, grad_norm: 7.7871 2020-07-30 19:30:34,758 - mmaction - INFO - Epoch [67][2080/3757] lr: 1.000e-03, eta: 2 days, 20:12:45, time: 1.977, data_time: 0.007, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8430, loss_cls: 1.3803, loss: 1.3803, grad_norm: 8.0692 2020-07-30 19:31:17,066 - mmaction - INFO - Epoch [67][2100/3757] lr: 1.000e-03, eta: 2 days, 20:12:07, time: 2.110, data_time: 0.008, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8609, loss_cls: 1.3168, loss: 1.3168, grad_norm: 7.8912 2020-07-30 19:31:54,037 - mmaction - INFO - Epoch [67][2120/3757] lr: 1.000e-03, eta: 2 days, 20:11:27, time: 1.850, data_time: 0.034, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8648, loss_cls: 1.3434, loss: 1.3434, grad_norm: 7.7940 2020-07-30 19:32:33,643 - mmaction - INFO - Epoch [67][2140/3757] lr: 1.000e-03, eta: 2 days, 20:10:48, time: 1.981, data_time: 0.010, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8625, loss_cls: 1.3525, loss: 1.3525, grad_norm: 7.8161 2020-07-30 19:33:14,760 - mmaction - INFO - Epoch [67][2160/3757] lr: 1.000e-03, eta: 2 days, 20:10:10, time: 2.060, data_time: 0.008, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8641, loss_cls: 1.3766, loss: 1.3766, grad_norm: 8.2117 2020-07-30 19:33:53,694 - mmaction - INFO - Epoch [67][2180/3757] lr: 1.000e-03, eta: 2 days, 20:09:31, time: 1.941, data_time: 0.002, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8656, loss_cls: 1.3277, loss: 1.3277, grad_norm: 7.9928 2020-07-30 19:34:31,473 - mmaction - INFO - Epoch [67][2200/3757] lr: 1.000e-03, eta: 2 days, 20:08:51, time: 1.894, data_time: 0.053, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8547, loss_cls: 1.4082, loss: 1.4082, grad_norm: 8.0898 2020-07-30 19:35:12,595 - mmaction - INFO - Epoch [67][2220/3757] lr: 1.000e-03, eta: 2 days, 20:08:13, time: 2.053, data_time: 0.095, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8453, loss_cls: 1.4357, loss: 1.4357, grad_norm: 7.8765 2020-07-30 19:35:49,291 - mmaction - INFO - Epoch [67][2240/3757] lr: 1.000e-03, eta: 2 days, 20:07:33, time: 1.835, data_time: 0.009, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8664, loss_cls: 1.3559, loss: 1.3559, grad_norm: 8.1467 2020-07-30 19:36:29,308 - mmaction - INFO - Epoch [67][2260/3757] lr: 1.000e-03, eta: 2 days, 20:06:54, time: 2.005, data_time: 0.011, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8516, loss_cls: 1.3874, loss: 1.3874, grad_norm: 8.0121 2020-07-30 19:37:05,526 - mmaction - INFO - Epoch [67][2280/3757] lr: 1.000e-03, eta: 2 days, 20:06:14, time: 1.811, data_time: 0.002, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8500, loss_cls: 1.4099, loss: 1.4099, grad_norm: 7.7405 2020-07-30 19:37:44,901 - mmaction - INFO - Epoch [67][2300/3757] lr: 1.000e-03, eta: 2 days, 20:05:35, time: 1.959, data_time: 0.008, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8391, loss_cls: 1.4508, loss: 1.4508, grad_norm: 7.9936 2020-07-30 19:38:23,185 - mmaction - INFO - Epoch [67][2320/3757] lr: 1.000e-03, eta: 2 days, 20:04:55, time: 1.916, data_time: 0.952, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8586, loss_cls: 1.3528, loss: 1.3528, grad_norm: 8.0557 2020-07-30 19:39:04,846 - mmaction - INFO - Epoch [67][2340/3757] lr: 1.000e-03, eta: 2 days, 20:04:18, time: 2.089, data_time: 0.953, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8562, loss_cls: 1.4415, loss: 1.4415, grad_norm: 8.1421 2020-07-30 19:39:40,832 - mmaction - INFO - Epoch [67][2360/3757] lr: 1.000e-03, eta: 2 days, 20:03:37, time: 1.801, data_time: 0.009, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8547, loss_cls: 1.4166, loss: 1.4166, grad_norm: 8.0120 2020-07-30 19:40:20,726 - mmaction - INFO - Epoch [67][2380/3757] lr: 1.000e-03, eta: 2 days, 20:02:58, time: 1.989, data_time: 0.032, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8539, loss_cls: 1.3756, loss: 1.3756, grad_norm: 7.6488 2020-07-30 19:41:00,922 - mmaction - INFO - Epoch [67][2400/3757] lr: 1.000e-03, eta: 2 days, 20:02:20, time: 2.017, data_time: 0.009, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8523, loss_cls: 1.4324, loss: 1.4324, grad_norm: 7.9096 2020-07-30 19:41:40,929 - mmaction - INFO - Epoch [67][2420/3757] lr: 1.000e-03, eta: 2 days, 20:01:41, time: 1.992, data_time: 0.007, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8469, loss_cls: 1.4299, loss: 1.4299, grad_norm: 7.8956 2020-07-30 19:42:18,848 - mmaction - INFO - Epoch [67][2440/3757] lr: 1.000e-03, eta: 2 days, 20:01:01, time: 1.896, data_time: 0.118, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8492, loss_cls: 1.3919, loss: 1.3919, grad_norm: 7.6854 2020-07-30 19:42:56,133 - mmaction - INFO - Epoch [67][2460/3757] lr: 1.000e-03, eta: 2 days, 20:00:21, time: 1.869, data_time: 0.805, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8508, loss_cls: 1.4255, loss: 1.4255, grad_norm: 8.0491 2020-07-30 19:43:36,193 - mmaction - INFO - Epoch [67][2480/3757] lr: 1.000e-03, eta: 2 days, 19:59:43, time: 2.005, data_time: 0.331, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8609, loss_cls: 1.3451, loss: 1.3451, grad_norm: 7.6062 2020-07-30 19:44:15,302 - mmaction - INFO - Epoch [67][2500/3757] lr: 1.000e-03, eta: 2 days, 19:59:04, time: 1.957, data_time: 0.009, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8617, loss_cls: 1.3574, loss: 1.3574, grad_norm: 7.7884 2020-07-30 19:44:55,010 - mmaction - INFO - Epoch [67][2520/3757] lr: 1.000e-03, eta: 2 days, 19:58:25, time: 1.985, data_time: 0.002, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8492, loss_cls: 1.4938, loss: 1.4938, grad_norm: 8.0782 2020-07-30 19:45:35,441 - mmaction - INFO - Epoch [67][2540/3757] lr: 1.000e-03, eta: 2 days, 19:57:47, time: 2.017, data_time: 0.007, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8516, loss_cls: 1.4734, loss: 1.4734, grad_norm: 7.8412 2020-07-30 19:46:12,280 - mmaction - INFO - Epoch [67][2560/3757] lr: 1.000e-03, eta: 2 days, 19:57:06, time: 1.847, data_time: 0.009, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8648, loss_cls: 1.3389, loss: 1.3389, grad_norm: 7.8160 2020-07-30 19:46:52,791 - mmaction - INFO - Epoch [67][2580/3757] lr: 1.000e-03, eta: 2 days, 19:56:28, time: 2.023, data_time: 0.398, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8586, loss_cls: 1.3533, loss: 1.3533, grad_norm: 7.8156 2020-07-30 19:47:29,954 - mmaction - INFO - Epoch [67][2600/3757] lr: 1.000e-03, eta: 2 days, 19:55:48, time: 1.859, data_time: 1.139, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8570, loss_cls: 1.3510, loss: 1.3510, grad_norm: 7.8982 2020-07-30 19:48:10,084 - mmaction - INFO - Epoch [67][2620/3757] lr: 1.000e-03, eta: 2 days, 19:55:09, time: 2.005, data_time: 1.147, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8594, loss_cls: 1.3369, loss: 1.3369, grad_norm: 7.7890 2020-07-30 19:48:51,621 - mmaction - INFO - Epoch [67][2640/3757] lr: 1.000e-03, eta: 2 days, 19:54:32, time: 2.077, data_time: 0.042, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8727, loss_cls: 1.3036, loss: 1.3036, grad_norm: 7.9024 2020-07-30 19:49:28,404 - mmaction - INFO - Epoch [67][2660/3757] lr: 1.000e-03, eta: 2 days, 19:53:51, time: 1.841, data_time: 0.033, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8695, loss_cls: 1.3396, loss: 1.3396, grad_norm: 7.9151 2020-07-30 19:50:10,215 - mmaction - INFO - Epoch [67][2680/3757] lr: 1.000e-03, eta: 2 days, 19:53:14, time: 2.089, data_time: 0.002, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8641, loss_cls: 1.3847, loss: 1.3847, grad_norm: 8.0909 2020-07-30 19:50:47,531 - mmaction - INFO - Epoch [67][2700/3757] lr: 1.000e-03, eta: 2 days, 19:52:34, time: 1.868, data_time: 0.012, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8453, loss_cls: 1.4308, loss: 1.4308, grad_norm: 7.9651 2020-07-30 19:51:28,877 - mmaction - INFO - Epoch [67][2720/3757] lr: 1.000e-03, eta: 2 days, 19:51:56, time: 2.059, data_time: 0.010, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8531, loss_cls: 1.3477, loss: 1.3477, grad_norm: 7.7566 2020-07-30 19:52:02,828 - mmaction - INFO - Epoch [67][2740/3757] lr: 1.000e-03, eta: 2 days, 19:51:14, time: 1.704, data_time: 0.024, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8703, loss_cls: 1.3308, loss: 1.3308, grad_norm: 7.7939 2020-07-30 19:52:44,616 - mmaction - INFO - Epoch [67][2760/3757] lr: 1.000e-03, eta: 2 days, 19:50:36, time: 2.083, data_time: 0.009, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8562, loss_cls: 1.3791, loss: 1.3791, grad_norm: 7.8778 2020-07-30 19:53:25,544 - mmaction - INFO - Epoch [67][2780/3757] lr: 1.000e-03, eta: 2 days, 19:49:58, time: 2.048, data_time: 0.010, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8453, loss_cls: 1.3889, loss: 1.3889, grad_norm: 7.7027 2020-07-30 19:54:02,086 - mmaction - INFO - Epoch [67][2800/3757] lr: 1.000e-03, eta: 2 days, 19:49:18, time: 1.832, data_time: 0.016, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8445, loss_cls: 1.4407, loss: 1.4407, grad_norm: 8.0870 2020-07-30 19:54:40,508 - mmaction - INFO - Epoch [67][2820/3757] lr: 1.000e-03, eta: 2 days, 19:48:38, time: 1.920, data_time: 0.268, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8625, loss_cls: 1.3191, loss: 1.3191, grad_norm: 7.7030 2020-07-30 19:55:22,458 - mmaction - INFO - Epoch [67][2840/3757] lr: 1.000e-03, eta: 2 days, 19:48:01, time: 2.092, data_time: 0.285, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8352, loss_cls: 1.4418, loss: 1.4418, grad_norm: 8.0973 2020-07-30 19:56:00,650 - mmaction - INFO - Epoch [67][2860/3757] lr: 1.000e-03, eta: 2 days, 19:47:21, time: 1.917, data_time: 0.786, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8539, loss_cls: 1.4739, loss: 1.4739, grad_norm: 8.1642 2020-07-30 19:56:40,289 - mmaction - INFO - Epoch [67][2880/3757] lr: 1.000e-03, eta: 2 days, 19:46:42, time: 1.980, data_time: 0.190, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8672, loss_cls: 1.3387, loss: 1.3387, grad_norm: 7.9240 2020-07-30 19:57:20,241 - mmaction - INFO - Epoch [67][2900/3757] lr: 1.000e-03, eta: 2 days, 19:46:04, time: 1.999, data_time: 1.221, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8562, loss_cls: 1.4283, loss: 1.4283, grad_norm: 8.0312 2020-07-30 19:57:57,938 - mmaction - INFO - Epoch [67][2920/3757] lr: 1.000e-03, eta: 2 days, 19:45:24, time: 1.880, data_time: 1.279, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8438, loss_cls: 1.4529, loss: 1.4529, grad_norm: 8.0366 2020-07-30 19:58:35,415 - mmaction - INFO - Epoch [67][2940/3757] lr: 1.000e-03, eta: 2 days, 19:44:44, time: 1.877, data_time: 1.269, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8633, loss_cls: 1.3010, loss: 1.3010, grad_norm: 7.6002 2020-07-30 19:59:16,639 - mmaction - INFO - Epoch [67][2960/3757] lr: 1.000e-03, eta: 2 days, 19:44:06, time: 2.062, data_time: 1.468, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8672, loss_cls: 1.2618, loss: 1.2618, grad_norm: 7.5217 2020-07-30 19:59:56,790 - mmaction - INFO - Epoch [67][2980/3757] lr: 1.000e-03, eta: 2 days, 19:43:28, time: 2.007, data_time: 0.944, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8484, loss_cls: 1.4532, loss: 1.4532, grad_norm: 8.0042 2020-07-30 20:00:36,866 - mmaction - INFO - Epoch [67][3000/3757] lr: 1.000e-03, eta: 2 days, 19:42:49, time: 1.980, data_time: 0.241, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8484, loss_cls: 1.3486, loss: 1.3486, grad_norm: 7.8363 2020-07-30 20:01:14,968 - mmaction - INFO - Epoch [67][3020/3757] lr: 1.000e-03, eta: 2 days, 19:42:09, time: 1.924, data_time: 0.411, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8578, loss_cls: 1.3703, loss: 1.3703, grad_norm: 7.9459 2020-07-30 20:01:54,405 - mmaction - INFO - Epoch [67][3040/3757] lr: 1.000e-03, eta: 2 days, 19:41:30, time: 1.974, data_time: 0.181, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8633, loss_cls: 1.3430, loss: 1.3430, grad_norm: 7.6372 2020-07-30 20:02:35,258 - mmaction - INFO - Epoch [67][3060/3757] lr: 1.000e-03, eta: 2 days, 19:40:52, time: 2.042, data_time: 0.009, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8313, loss_cls: 1.4697, loss: 1.4697, grad_norm: 7.9783 2020-07-30 20:03:14,601 - mmaction - INFO - Epoch [67][3080/3757] lr: 1.000e-03, eta: 2 days, 19:40:13, time: 1.970, data_time: 0.006, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8617, loss_cls: 1.3765, loss: 1.3765, grad_norm: 7.9314 2020-07-30 20:03:51,815 - mmaction - INFO - Epoch [67][3100/3757] lr: 1.000e-03, eta: 2 days, 19:39:33, time: 1.859, data_time: 0.040, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8414, loss_cls: 1.4229, loss: 1.4229, grad_norm: 7.8823 2020-07-30 20:04:33,594 - mmaction - INFO - Epoch [67][3120/3757] lr: 1.000e-03, eta: 2 days, 19:38:56, time: 2.089, data_time: 0.009, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8414, loss_cls: 1.4623, loss: 1.4623, grad_norm: 7.9491 2020-07-30 20:05:07,505 - mmaction - INFO - Epoch [67][3140/3757] lr: 1.000e-03, eta: 2 days, 19:38:14, time: 1.697, data_time: 0.005, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8641, loss_cls: 1.3423, loss: 1.3423, grad_norm: 7.9396 2020-07-30 20:05:47,250 - mmaction - INFO - Epoch [67][3160/3757] lr: 1.000e-03, eta: 2 days, 19:37:35, time: 1.988, data_time: 0.002, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8547, loss_cls: 1.4374, loss: 1.4374, grad_norm: 8.1082 2020-07-30 20:06:28,569 - mmaction - INFO - Epoch [67][3180/3757] lr: 1.000e-03, eta: 2 days, 19:36:57, time: 2.061, data_time: 0.008, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8461, loss_cls: 1.4331, loss: 1.4331, grad_norm: 8.1170 2020-07-30 20:07:03,287 - mmaction - INFO - Epoch [67][3200/3757] lr: 1.000e-03, eta: 2 days, 19:36:16, time: 1.739, data_time: 0.015, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8625, loss_cls: 1.3552, loss: 1.3552, grad_norm: 7.7939 2020-07-30 20:07:46,228 - mmaction - INFO - Epoch [67][3220/3757] lr: 1.000e-03, eta: 2 days, 19:35:39, time: 2.141, data_time: 0.182, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8539, loss_cls: 1.4023, loss: 1.4023, grad_norm: 8.1123 2020-07-30 20:08:24,148 - mmaction - INFO - Epoch [67][3240/3757] lr: 1.000e-03, eta: 2 days, 19:34:59, time: 1.903, data_time: 0.198, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8641, loss_cls: 1.3716, loss: 1.3716, grad_norm: 7.8083 2020-07-30 20:09:04,443 - mmaction - INFO - Epoch [67][3260/3757] lr: 1.000e-03, eta: 2 days, 19:34:21, time: 2.015, data_time: 0.713, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8648, loss_cls: 1.2879, loss: 1.2879, grad_norm: 7.8361 2020-07-30 20:09:40,342 - mmaction - INFO - Epoch [67][3280/3757] lr: 1.000e-03, eta: 2 days, 19:33:40, time: 1.794, data_time: 0.952, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8617, loss_cls: 1.3407, loss: 1.3407, grad_norm: 7.9126 2020-07-30 20:10:19,259 - mmaction - INFO - Epoch [67][3300/3757] lr: 1.000e-03, eta: 2 days, 19:33:01, time: 1.941, data_time: 0.881, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8672, loss_cls: 1.3214, loss: 1.3214, grad_norm: 7.8833 2020-07-30 20:11:01,997 - mmaction - INFO - Epoch [67][3320/3757] lr: 1.000e-03, eta: 2 days, 19:32:23, time: 2.140, data_time: 1.564, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8438, loss_cls: 1.4417, loss: 1.4417, grad_norm: 8.2478 2020-07-30 20:11:44,479 - mmaction - INFO - Epoch [67][3340/3757] lr: 1.000e-03, eta: 2 days, 19:31:46, time: 2.122, data_time: 1.299, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8789, loss_cls: 1.2898, loss: 1.2898, grad_norm: 7.7188 2020-07-30 20:12:22,330 - mmaction - INFO - Epoch [67][3360/3757] lr: 1.000e-03, eta: 2 days, 19:31:06, time: 1.897, data_time: 1.209, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8609, loss_cls: 1.3429, loss: 1.3429, grad_norm: 7.7008 2020-07-30 20:13:02,711 - mmaction - INFO - Epoch [67][3380/3757] lr: 1.000e-03, eta: 2 days, 19:30:28, time: 2.021, data_time: 1.444, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8406, loss_cls: 1.4465, loss: 1.4465, grad_norm: 8.0693 2020-07-30 20:13:40,022 - mmaction - INFO - Epoch [67][3400/3757] lr: 1.000e-03, eta: 2 days, 19:29:48, time: 1.862, data_time: 1.244, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8672, loss_cls: 1.3334, loss: 1.3334, grad_norm: 8.0947 2020-07-30 20:14:21,108 - mmaction - INFO - Epoch [67][3420/3757] lr: 1.000e-03, eta: 2 days, 19:29:10, time: 2.057, data_time: 1.446, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8766, loss_cls: 1.2940, loss: 1.2940, grad_norm: 7.7703 2020-07-30 20:14:58,133 - mmaction - INFO - Epoch [67][3440/3757] lr: 1.000e-03, eta: 2 days, 19:28:30, time: 1.848, data_time: 1.265, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8516, loss_cls: 1.4732, loss: 1.4732, grad_norm: 8.3122 2020-07-30 20:15:35,287 - mmaction - INFO - Epoch [67][3460/3757] lr: 1.000e-03, eta: 2 days, 19:27:50, time: 1.854, data_time: 0.234, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8570, loss_cls: 1.4168, loss: 1.4168, grad_norm: 8.1485 2020-07-30 20:16:11,818 - mmaction - INFO - Epoch [67][3480/3757] lr: 1.000e-03, eta: 2 days, 19:27:09, time: 1.830, data_time: 0.010, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8570, loss_cls: 1.3457, loss: 1.3457, grad_norm: 7.7719 2020-07-30 20:16:52,163 - mmaction - INFO - Epoch [67][3500/3757] lr: 1.000e-03, eta: 2 days, 19:26:31, time: 2.020, data_time: 0.246, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8742, loss_cls: 1.3036, loss: 1.3036, grad_norm: 7.5938 2020-07-30 20:17:33,591 - mmaction - INFO - Epoch [67][3520/3757] lr: 1.000e-03, eta: 2 days, 19:25:53, time: 2.072, data_time: 0.294, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8461, loss_cls: 1.3925, loss: 1.3925, grad_norm: 7.9438 2020-07-30 20:18:12,439 - mmaction - INFO - Epoch [67][3540/3757] lr: 1.000e-03, eta: 2 days, 19:25:14, time: 1.942, data_time: 0.725, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8453, loss_cls: 1.4165, loss: 1.4165, grad_norm: 8.2264 2020-07-30 20:18:50,789 - mmaction - INFO - Epoch [67][3560/3757] lr: 1.000e-03, eta: 2 days, 19:24:34, time: 1.915, data_time: 0.432, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8469, loss_cls: 1.3981, loss: 1.3981, grad_norm: 8.3114 2020-07-30 20:19:29,810 - mmaction - INFO - Epoch [67][3580/3757] lr: 1.000e-03, eta: 2 days, 19:23:55, time: 1.952, data_time: 0.178, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8516, loss_cls: 1.4604, loss: 1.4604, grad_norm: 8.3338 2020-07-30 20:20:07,525 - mmaction - INFO - Epoch [67][3600/3757] lr: 1.000e-03, eta: 2 days, 19:23:15, time: 1.886, data_time: 0.091, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8508, loss_cls: 1.3910, loss: 1.3910, grad_norm: 7.8604 2020-07-30 20:20:46,595 - mmaction - INFO - Epoch [67][3620/3757] lr: 1.000e-03, eta: 2 days, 19:22:36, time: 1.954, data_time: 0.363, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8383, loss_cls: 1.4041, loss: 1.4041, grad_norm: 7.9208 2020-07-30 20:21:26,603 - mmaction - INFO - Epoch [67][3640/3757] lr: 1.000e-03, eta: 2 days, 19:21:58, time: 1.991, data_time: 0.422, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8523, loss_cls: 1.4223, loss: 1.4223, grad_norm: 8.0149 2020-07-30 20:22:02,311 - mmaction - INFO - Epoch [67][3660/3757] lr: 1.000e-03, eta: 2 days, 19:21:17, time: 1.794, data_time: 0.012, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8492, loss_cls: 1.4412, loss: 1.4412, grad_norm: 8.1404 2020-07-30 20:22:42,309 - mmaction - INFO - Epoch [67][3680/3757] lr: 1.000e-03, eta: 2 days, 19:20:38, time: 2.001, data_time: 0.186, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8648, loss_cls: 1.3419, loss: 1.3419, grad_norm: 7.9121 2020-07-30 20:23:21,658 - mmaction - INFO - Epoch [67][3700/3757] lr: 1.000e-03, eta: 2 days, 19:19:59, time: 1.960, data_time: 0.200, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8727, loss_cls: 1.3475, loss: 1.3475, grad_norm: 8.0120 2020-07-30 20:23:59,118 - mmaction - INFO - Epoch [67][3720/3757] lr: 1.000e-03, eta: 2 days, 19:19:20, time: 1.881, data_time: 0.168, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8633, loss_cls: 1.3267, loss: 1.3267, grad_norm: 7.6257 2020-07-30 20:24:36,859 - mmaction - INFO - Epoch [67][3740/3757] lr: 1.000e-03, eta: 2 days, 19:18:40, time: 1.882, data_time: 0.006, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8438, loss_cls: 1.4393, loss: 1.4393, grad_norm: 8.2898 2020-07-30 20:25:05,010 - mmaction - INFO - Saving checkpoint at 67 epochs 2020-07-30 20:26:01,089 - mmaction - INFO - Epoch [68][20/3757] lr: 1.000e-03, eta: 2 days, 19:17:18, time: 2.680, data_time: 1.270, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8453, loss_cls: 1.4145, loss: 1.4145, grad_norm: 7.8133 2020-07-30 20:26:41,046 - mmaction - INFO - Epoch [68][40/3757] lr: 1.000e-03, eta: 2 days, 19:16:40, time: 1.998, data_time: 0.012, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8648, loss_cls: 1.3075, loss: 1.3075, grad_norm: 7.7700 2020-07-30 20:27:19,930 - mmaction - INFO - Epoch [68][60/3757] lr: 1.000e-03, eta: 2 days, 19:16:00, time: 1.943, data_time: 0.010, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8500, loss_cls: 1.3711, loss: 1.3711, grad_norm: 8.0199 2020-07-30 20:27:56,983 - mmaction - INFO - Epoch [68][80/3757] lr: 1.000e-03, eta: 2 days, 19:15:20, time: 1.862, data_time: 0.056, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8594, loss_cls: 1.3434, loss: 1.3434, grad_norm: 7.6405 2020-07-30 20:28:35,062 - mmaction - INFO - Epoch [68][100/3757] lr: 1.000e-03, eta: 2 days, 19:14:41, time: 1.902, data_time: 0.275, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8570, loss_cls: 1.3210, loss: 1.3210, grad_norm: 7.7474 2020-07-30 20:29:15,340 - mmaction - INFO - Epoch [68][120/3757] lr: 1.000e-03, eta: 2 days, 19:14:02, time: 2.012, data_time: 0.025, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8547, loss_cls: 1.3441, loss: 1.3441, grad_norm: 7.8741 2020-07-30 20:29:51,666 - mmaction - INFO - Epoch [68][140/3757] lr: 1.000e-03, eta: 2 days, 19:13:22, time: 1.818, data_time: 0.011, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8602, loss_cls: 1.3683, loss: 1.3683, grad_norm: 7.8657 2020-07-30 20:30:31,690 - mmaction - INFO - Epoch [68][160/3757] lr: 1.000e-03, eta: 2 days, 19:12:43, time: 1.996, data_time: 0.097, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8773, loss_cls: 1.3008, loss: 1.3008, grad_norm: 7.9379 2020-07-30 20:31:11,644 - mmaction - INFO - Epoch [68][180/3757] lr: 1.000e-03, eta: 2 days, 19:12:05, time: 2.004, data_time: 0.009, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8625, loss_cls: 1.3505, loss: 1.3505, grad_norm: 8.1237 2020-07-30 20:31:51,146 - mmaction - INFO - Epoch [68][200/3757] lr: 1.000e-03, eta: 2 days, 19:11:26, time: 1.974, data_time: 0.007, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8578, loss_cls: 1.3820, loss: 1.3820, grad_norm: 7.8524 2020-07-30 20:32:30,324 - mmaction - INFO - Epoch [68][220/3757] lr: 1.000e-03, eta: 2 days, 19:10:47, time: 1.960, data_time: 0.120, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8547, loss_cls: 1.3579, loss: 1.3579, grad_norm: 7.9562 2020-07-30 20:33:09,508 - mmaction - INFO - Epoch [68][240/3757] lr: 1.000e-03, eta: 2 days, 19:10:08, time: 1.959, data_time: 0.353, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8516, loss_cls: 1.3718, loss: 1.3718, grad_norm: 8.0400 2020-07-30 20:33:47,319 - mmaction - INFO - Epoch [68][260/3757] lr: 1.000e-03, eta: 2 days, 19:09:28, time: 1.891, data_time: 0.801, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8672, loss_cls: 1.3950, loss: 1.3950, grad_norm: 8.0379 2020-07-30 20:34:25,317 - mmaction - INFO - Epoch [68][280/3757] lr: 1.000e-03, eta: 2 days, 19:08:48, time: 1.892, data_time: 0.280, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8664, loss_cls: 1.3736, loss: 1.3736, grad_norm: 7.8621 2020-07-30 20:35:04,708 - mmaction - INFO - Epoch [68][300/3757] lr: 1.000e-03, eta: 2 days, 19:08:09, time: 1.978, data_time: 0.129, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8688, loss_cls: 1.2935, loss: 1.2935, grad_norm: 8.0414 2020-07-30 20:35:42,797 - mmaction - INFO - Epoch [68][320/3757] lr: 1.000e-03, eta: 2 days, 19:07:30, time: 1.904, data_time: 0.002, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8641, loss_cls: 1.3398, loss: 1.3398, grad_norm: 7.9649 2020-07-30 20:36:21,568 - mmaction - INFO - Epoch [68][340/3757] lr: 1.000e-03, eta: 2 days, 19:06:51, time: 1.933, data_time: 0.289, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8594, loss_cls: 1.3470, loss: 1.3470, grad_norm: 7.9460 2020-07-30 20:37:00,595 - mmaction - INFO - Epoch [68][360/3757] lr: 1.000e-03, eta: 2 days, 19:06:11, time: 1.956, data_time: 0.008, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8609, loss_cls: 1.3237, loss: 1.3237, grad_norm: 7.6368 2020-07-30 20:37:41,453 - mmaction - INFO - Epoch [68][380/3757] lr: 1.000e-03, eta: 2 days, 19:05:33, time: 2.040, data_time: 0.003, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8570, loss_cls: 1.3312, loss: 1.3312, grad_norm: 7.8654 2020-07-30 20:38:18,534 - mmaction - INFO - Epoch [68][400/3757] lr: 1.000e-03, eta: 2 days, 19:04:53, time: 1.850, data_time: 0.281, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8742, loss_cls: 1.2550, loss: 1.2550, grad_norm: 7.7165 2020-07-30 20:39:01,509 - mmaction - INFO - Epoch [68][420/3757] lr: 1.000e-03, eta: 2 days, 19:04:16, time: 2.154, data_time: 1.378, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8758, loss_cls: 1.3230, loss: 1.3230, grad_norm: 7.7275 2020-07-30 20:39:39,442 - mmaction - INFO - Epoch [68][440/3757] lr: 1.000e-03, eta: 2 days, 19:03:36, time: 1.892, data_time: 1.320, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8625, loss_cls: 1.2957, loss: 1.2957, grad_norm: 7.9223 2020-07-30 20:40:17,996 - mmaction - INFO - Epoch [68][460/3757] lr: 1.000e-03, eta: 2 days, 19:02:57, time: 1.926, data_time: 1.325, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8492, loss_cls: 1.4363, loss: 1.4363, grad_norm: 8.1919 2020-07-30 20:40:57,992 - mmaction - INFO - Epoch [68][480/3757] lr: 1.000e-03, eta: 2 days, 19:02:18, time: 2.004, data_time: 0.312, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8586, loss_cls: 1.3670, loss: 1.3670, grad_norm: 7.9284 2020-07-30 20:41:35,258 - mmaction - INFO - Epoch [68][500/3757] lr: 1.000e-03, eta: 2 days, 19:01:38, time: 1.859, data_time: 0.026, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8570, loss_cls: 1.3559, loss: 1.3559, grad_norm: 7.8848 2020-07-30 20:42:12,665 - mmaction - INFO - Epoch [68][520/3757] lr: 1.000e-03, eta: 2 days, 19:00:58, time: 1.870, data_time: 0.165, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8445, loss_cls: 1.4123, loss: 1.4123, grad_norm: 8.2691 2020-07-30 20:42:50,108 - mmaction - INFO - Epoch [68][540/3757] lr: 1.000e-03, eta: 2 days, 19:00:19, time: 1.874, data_time: 0.302, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8539, loss_cls: 1.3910, loss: 1.3910, grad_norm: 8.0557 2020-07-30 20:43:29,408 - mmaction - INFO - Epoch [68][560/3757] lr: 1.000e-03, eta: 2 days, 18:59:40, time: 1.971, data_time: 0.633, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8570, loss_cls: 1.3912, loss: 1.3912, grad_norm: 8.1187 2020-07-30 20:44:11,489 - mmaction - INFO - Epoch [68][580/3757] lr: 1.000e-03, eta: 2 days, 18:59:02, time: 2.103, data_time: 0.011, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8750, loss_cls: 1.2864, loss: 1.2864, grad_norm: 7.8213 2020-07-30 20:44:51,315 - mmaction - INFO - Epoch [68][600/3757] lr: 1.000e-03, eta: 2 days, 18:58:23, time: 1.990, data_time: 0.006, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8555, loss_cls: 1.3770, loss: 1.3770, grad_norm: 7.9492 2020-07-30 20:45:31,660 - mmaction - INFO - Epoch [68][620/3757] lr: 1.000e-03, eta: 2 days, 18:57:45, time: 2.011, data_time: 0.008, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8477, loss_cls: 1.4537, loss: 1.4537, grad_norm: 8.1066 2020-07-30 20:46:11,449 - mmaction - INFO - Epoch [68][640/3757] lr: 1.000e-03, eta: 2 days, 18:57:06, time: 1.995, data_time: 0.019, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8586, loss_cls: 1.3636, loss: 1.3636, grad_norm: 7.9992 2020-07-30 20:46:48,733 - mmaction - INFO - Epoch [68][660/3757] lr: 1.000e-03, eta: 2 days, 18:56:26, time: 1.867, data_time: 0.011, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8656, loss_cls: 1.3194, loss: 1.3194, grad_norm: 7.7873 2020-07-30 20:47:28,468 - mmaction - INFO - Epoch [68][680/3757] lr: 1.000e-03, eta: 2 days, 18:55:47, time: 1.987, data_time: 0.003, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8703, loss_cls: 1.2655, loss: 1.2655, grad_norm: 7.4347 2020-07-30 20:48:04,600 - mmaction - INFO - Epoch [68][700/3757] lr: 1.000e-03, eta: 2 days, 18:55:07, time: 1.803, data_time: 0.009, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2420, loss: 1.2420, grad_norm: 7.7230 2020-07-30 20:48:44,161 - mmaction - INFO - Epoch [68][720/3757] lr: 1.000e-03, eta: 2 days, 18:54:28, time: 1.981, data_time: 0.009, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8461, loss_cls: 1.3732, loss: 1.3732, grad_norm: 8.0203 2020-07-30 20:49:24,463 - mmaction - INFO - Epoch [68][740/3757] lr: 1.000e-03, eta: 2 days, 18:53:50, time: 2.014, data_time: 0.003, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8469, loss_cls: 1.4336, loss: 1.4336, grad_norm: 8.1340 2020-07-30 20:50:01,804 - mmaction - INFO - Epoch [68][760/3757] lr: 1.000e-03, eta: 2 days, 18:53:10, time: 1.867, data_time: 0.008, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8750, loss_cls: 1.2277, loss: 1.2277, grad_norm: 7.5385 2020-07-30 20:50:41,099 - mmaction - INFO - Epoch [68][780/3757] lr: 1.000e-03, eta: 2 days, 18:52:31, time: 1.965, data_time: 0.147, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8664, loss_cls: 1.2774, loss: 1.2774, grad_norm: 7.9061 2020-07-30 20:51:20,088 - mmaction - INFO - Epoch [68][800/3757] lr: 1.000e-03, eta: 2 days, 18:51:51, time: 1.943, data_time: 0.013, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8570, loss_cls: 1.3664, loss: 1.3664, grad_norm: 8.0086 2020-07-30 20:52:03,457 - mmaction - INFO - Epoch [68][820/3757] lr: 1.000e-03, eta: 2 days, 18:51:14, time: 2.175, data_time: 0.731, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8461, loss_cls: 1.4204, loss: 1.4204, grad_norm: 8.1750 2020-07-30 20:52:39,567 - mmaction - INFO - Epoch [68][840/3757] lr: 1.000e-03, eta: 2 days, 18:50:34, time: 1.805, data_time: 1.248, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8680, loss_cls: 1.2514, loss: 1.2514, grad_norm: 7.7763 2020-07-30 20:53:16,883 - mmaction - INFO - Epoch [68][860/3757] lr: 1.000e-03, eta: 2 days, 18:49:54, time: 1.868, data_time: 1.155, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8422, loss_cls: 1.4413, loss: 1.4413, grad_norm: 8.0250 2020-07-30 20:53:54,620 - mmaction - INFO - Epoch [68][880/3757] lr: 1.000e-03, eta: 2 days, 18:49:14, time: 1.878, data_time: 1.298, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8414, loss_cls: 1.4523, loss: 1.4523, grad_norm: 8.1695 2020-07-30 20:54:37,604 - mmaction - INFO - Epoch [68][900/3757] lr: 1.000e-03, eta: 2 days, 18:48:37, time: 2.158, data_time: 1.463, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8578, loss_cls: 1.3679, loss: 1.3679, grad_norm: 8.0998 2020-07-30 20:55:13,299 - mmaction - INFO - Epoch [68][920/3757] lr: 1.000e-03, eta: 2 days, 18:47:56, time: 1.781, data_time: 0.054, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8773, loss_cls: 1.2715, loss: 1.2715, grad_norm: 7.7733 2020-07-30 20:55:55,107 - mmaction - INFO - Epoch [68][940/3757] lr: 1.000e-03, eta: 2 days, 18:47:19, time: 2.087, data_time: 0.337, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8578, loss_cls: 1.3460, loss: 1.3460, grad_norm: 8.0552 2020-07-30 20:56:35,150 - mmaction - INFO - Epoch [68][960/3757] lr: 1.000e-03, eta: 2 days, 18:46:40, time: 2.002, data_time: 0.014, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8461, loss_cls: 1.4472, loss: 1.4472, grad_norm: 8.1347 2020-07-30 20:57:12,685 - mmaction - INFO - Epoch [68][980/3757] lr: 1.000e-03, eta: 2 days, 18:46:00, time: 1.883, data_time: 0.009, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8672, loss_cls: 1.3347, loss: 1.3347, grad_norm: 7.7530 2020-07-30 20:57:51,350 - mmaction - INFO - Epoch [68][1000/3757] lr: 1.000e-03, eta: 2 days, 18:45:21, time: 1.934, data_time: 0.015, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8625, loss_cls: 1.3146, loss: 1.3146, grad_norm: 7.8530 2020-07-30 20:58:29,933 - mmaction - INFO - Epoch [68][1020/3757] lr: 1.000e-03, eta: 2 days, 18:44:42, time: 1.927, data_time: 0.002, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8383, loss_cls: 1.4664, loss: 1.4664, grad_norm: 8.2341 2020-07-30 20:59:09,643 - mmaction - INFO - Epoch [68][1040/3757] lr: 1.000e-03, eta: 2 days, 18:44:03, time: 1.987, data_time: 0.004, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8625, loss_cls: 1.3267, loss: 1.3267, grad_norm: 8.0318 2020-07-30 20:59:45,633 - mmaction - INFO - Epoch [68][1060/3757] lr: 1.000e-03, eta: 2 days, 18:43:22, time: 1.793, data_time: 0.056, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8477, loss_cls: 1.4320, loss: 1.4320, grad_norm: 8.0910 2020-07-30 21:00:27,359 - mmaction - INFO - Epoch [68][1080/3757] lr: 1.000e-03, eta: 2 days, 18:42:44, time: 2.075, data_time: 0.229, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8594, loss_cls: 1.3380, loss: 1.3380, grad_norm: 7.8545 2020-07-30 21:01:06,285 - mmaction - INFO - Epoch [68][1100/3757] lr: 1.000e-03, eta: 2 days, 18:42:05, time: 1.965, data_time: 0.028, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8641, loss_cls: 1.3350, loss: 1.3350, grad_norm: 7.8843 2020-07-30 21:01:47,413 - mmaction - INFO - Epoch [68][1120/3757] lr: 1.000e-03, eta: 2 days, 18:41:27, time: 2.048, data_time: 0.006, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8680, loss_cls: 1.2643, loss: 1.2643, grad_norm: 7.4185 2020-07-30 21:02:25,845 - mmaction - INFO - Epoch [68][1140/3757] lr: 1.000e-03, eta: 2 days, 18:40:48, time: 1.930, data_time: 0.012, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8570, loss_cls: 1.4067, loss: 1.4067, grad_norm: 8.2034 2020-07-30 21:03:05,165 - mmaction - INFO - Epoch [68][1160/3757] lr: 1.000e-03, eta: 2 days, 18:40:09, time: 1.960, data_time: 0.003, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8500, loss_cls: 1.3752, loss: 1.3752, grad_norm: 7.8668 2020-07-30 21:03:42,486 - mmaction - INFO - Epoch [68][1180/3757] lr: 1.000e-03, eta: 2 days, 18:39:29, time: 1.872, data_time: 0.009, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8594, loss_cls: 1.3275, loss: 1.3275, grad_norm: 7.7578 2020-07-30 21:04:22,168 - mmaction - INFO - Epoch [68][1200/3757] lr: 1.000e-03, eta: 2 days, 18:38:50, time: 1.976, data_time: 0.167, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8594, loss_cls: 1.4120, loss: 1.4120, grad_norm: 8.2310 2020-07-30 21:05:03,329 - mmaction - INFO - Epoch [68][1220/3757] lr: 1.000e-03, eta: 2 days, 18:38:12, time: 2.067, data_time: 0.191, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8789, loss_cls: 1.2454, loss: 1.2454, grad_norm: 7.8082 2020-07-30 21:05:39,869 - mmaction - INFO - Epoch [68][1240/3757] lr: 1.000e-03, eta: 2 days, 18:37:32, time: 1.827, data_time: 0.422, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8570, loss_cls: 1.3861, loss: 1.3861, grad_norm: 7.9794 2020-07-30 21:06:18,807 - mmaction - INFO - Epoch [68][1260/3757] lr: 1.000e-03, eta: 2 days, 18:36:52, time: 1.943, data_time: 0.187, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8609, loss_cls: 1.3704, loss: 1.3704, grad_norm: 7.9747 2020-07-30 21:06:59,625 - mmaction - INFO - Epoch [68][1280/3757] lr: 1.000e-03, eta: 2 days, 18:36:14, time: 2.044, data_time: 0.023, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8641, loss_cls: 1.2912, loss: 1.2912, grad_norm: 7.9652 2020-07-30 21:07:37,885 - mmaction - INFO - Epoch [68][1300/3757] lr: 1.000e-03, eta: 2 days, 18:35:35, time: 1.908, data_time: 0.012, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8719, loss_cls: 1.3324, loss: 1.3324, grad_norm: 7.8574 2020-07-30 21:08:19,355 - mmaction - INFO - Epoch [68][1320/3757] lr: 1.000e-03, eta: 2 days, 18:34:57, time: 2.078, data_time: 0.009, memory: 5170, top1_acc: 0.6328, top5_acc: 0.8477, loss_cls: 1.4359, loss: 1.4359, grad_norm: 8.2074 2020-07-30 21:08:57,568 - mmaction - INFO - Epoch [68][1340/3757] lr: 1.000e-03, eta: 2 days, 18:34:17, time: 1.907, data_time: 0.009, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8453, loss_cls: 1.3829, loss: 1.3829, grad_norm: 7.8104 2020-07-30 21:09:36,646 - mmaction - INFO - Epoch [68][1360/3757] lr: 1.000e-03, eta: 2 days, 18:33:38, time: 1.951, data_time: 0.010, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8578, loss_cls: 1.3858, loss: 1.3858, grad_norm: 7.7974 2020-07-30 21:10:18,083 - mmaction - INFO - Epoch [68][1380/3757] lr: 1.000e-03, eta: 2 days, 18:33:00, time: 2.077, data_time: 0.011, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8680, loss_cls: 1.3195, loss: 1.3195, grad_norm: 7.9011 2020-07-30 21:10:56,078 - mmaction - INFO - Epoch [68][1400/3757] lr: 1.000e-03, eta: 2 days, 18:32:21, time: 1.902, data_time: 0.010, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8766, loss_cls: 1.2629, loss: 1.2629, grad_norm: 7.8123 2020-07-30 21:11:38,084 - mmaction - INFO - Epoch [68][1420/3757] lr: 1.000e-03, eta: 2 days, 18:31:43, time: 2.102, data_time: 0.010, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8578, loss_cls: 1.4120, loss: 1.4120, grad_norm: 7.8754 2020-07-30 21:12:17,134 - mmaction - INFO - Epoch [68][1440/3757] lr: 1.000e-03, eta: 2 days, 18:31:04, time: 1.944, data_time: 0.003, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8586, loss_cls: 1.3626, loss: 1.3626, grad_norm: 7.7695 2020-07-30 21:12:51,153 - mmaction - INFO - Epoch [68][1460/3757] lr: 1.000e-03, eta: 2 days, 18:30:22, time: 1.707, data_time: 0.011, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8617, loss_cls: 1.3297, loss: 1.3297, grad_norm: 7.8963 2020-07-30 21:13:33,614 - mmaction - INFO - Epoch [68][1480/3757] lr: 1.000e-03, eta: 2 days, 18:29:45, time: 2.118, data_time: 0.265, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8617, loss_cls: 1.3658, loss: 1.3658, grad_norm: 7.9222 2020-07-30 21:14:11,234 - mmaction - INFO - Epoch [68][1500/3757] lr: 1.000e-03, eta: 2 days, 18:29:05, time: 1.889, data_time: 0.011, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8617, loss_cls: 1.3782, loss: 1.3782, grad_norm: 8.3005 2020-07-30 21:14:48,958 - mmaction - INFO - Epoch [68][1520/3757] lr: 1.000e-03, eta: 2 days, 18:28:25, time: 1.885, data_time: 0.002, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8648, loss_cls: 1.3215, loss: 1.3215, grad_norm: 7.7902 2020-07-30 21:15:28,852 - mmaction - INFO - Epoch [68][1540/3757] lr: 1.000e-03, eta: 2 days, 18:27:47, time: 1.991, data_time: 0.009, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8656, loss_cls: 1.3452, loss: 1.3452, grad_norm: 7.8061 2020-07-30 21:16:08,812 - mmaction - INFO - Epoch [68][1560/3757] lr: 1.000e-03, eta: 2 days, 18:27:08, time: 2.001, data_time: 0.009, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8555, loss_cls: 1.3428, loss: 1.3428, grad_norm: 7.7120 2020-07-30 21:16:47,377 - mmaction - INFO - Epoch [68][1580/3757] lr: 1.000e-03, eta: 2 days, 18:26:29, time: 1.923, data_time: 0.009, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8469, loss_cls: 1.4028, loss: 1.4028, grad_norm: 8.0955 2020-07-30 21:17:26,076 - mmaction - INFO - Epoch [68][1600/3757] lr: 1.000e-03, eta: 2 days, 18:25:49, time: 1.941, data_time: 0.097, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8781, loss_cls: 1.2482, loss: 1.2482, grad_norm: 7.6876 2020-07-30 21:18:04,782 - mmaction - INFO - Epoch [68][1620/3757] lr: 1.000e-03, eta: 2 days, 18:25:10, time: 1.930, data_time: 0.009, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8531, loss_cls: 1.4285, loss: 1.4285, grad_norm: 8.3822 2020-07-30 21:18:46,620 - mmaction - INFO - Epoch [68][1640/3757] lr: 1.000e-03, eta: 2 days, 18:24:32, time: 2.097, data_time: 0.008, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8531, loss_cls: 1.3896, loss: 1.3896, grad_norm: 7.8805 2020-07-30 21:19:23,922 - mmaction - INFO - Epoch [68][1660/3757] lr: 1.000e-03, eta: 2 days, 18:23:52, time: 1.866, data_time: 0.007, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8523, loss_cls: 1.4219, loss: 1.4219, grad_norm: 8.2139 2020-07-30 21:20:01,423 - mmaction - INFO - Epoch [68][1680/3757] lr: 1.000e-03, eta: 2 days, 18:23:13, time: 1.874, data_time: 0.003, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8516, loss_cls: 1.3704, loss: 1.3704, grad_norm: 8.0867 2020-07-30 21:20:40,031 - mmaction - INFO - Epoch [68][1700/3757] lr: 1.000e-03, eta: 2 days, 18:22:33, time: 1.929, data_time: 0.021, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8570, loss_cls: 1.3528, loss: 1.3528, grad_norm: 8.0587 2020-07-30 21:21:20,013 - mmaction - INFO - Epoch [68][1720/3757] lr: 1.000e-03, eta: 2 days, 18:21:55, time: 1.992, data_time: 0.005, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8539, loss_cls: 1.3763, loss: 1.3763, grad_norm: 7.8058 2020-07-30 21:21:57,806 - mmaction - INFO - Epoch [68][1740/3757] lr: 1.000e-03, eta: 2 days, 18:21:15, time: 1.892, data_time: 0.013, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8633, loss_cls: 1.3559, loss: 1.3559, grad_norm: 8.0927 2020-07-30 21:22:35,263 - mmaction - INFO - Epoch [68][1760/3757] lr: 1.000e-03, eta: 2 days, 18:20:35, time: 1.878, data_time: 0.010, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8516, loss_cls: 1.4165, loss: 1.4165, grad_norm: 8.0820 2020-07-30 21:23:13,209 - mmaction - INFO - Epoch [68][1780/3757] lr: 1.000e-03, eta: 2 days, 18:19:55, time: 1.896, data_time: 0.009, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8500, loss_cls: 1.3708, loss: 1.3708, grad_norm: 8.0113 2020-07-30 21:23:54,845 - mmaction - INFO - Epoch [68][1800/3757] lr: 1.000e-03, eta: 2 days, 18:19:18, time: 2.086, data_time: 0.054, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8734, loss_cls: 1.3107, loss: 1.3107, grad_norm: 7.8020 2020-07-30 21:24:29,479 - mmaction - INFO - Epoch [68][1820/3757] lr: 1.000e-03, eta: 2 days, 18:18:36, time: 1.722, data_time: 0.008, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8414, loss_cls: 1.4956, loss: 1.4956, grad_norm: 8.4101 2020-07-30 21:25:10,168 - mmaction - INFO - Epoch [68][1840/3757] lr: 1.000e-03, eta: 2 days, 18:17:58, time: 2.042, data_time: 0.013, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8672, loss_cls: 1.3320, loss: 1.3320, grad_norm: 7.8812 2020-07-30 21:25:52,666 - mmaction - INFO - Epoch [68][1860/3757] lr: 1.000e-03, eta: 2 days, 18:17:21, time: 2.122, data_time: 0.040, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8719, loss_cls: 1.2864, loss: 1.2864, grad_norm: 7.8165 2020-07-30 21:26:29,437 - mmaction - INFO - Epoch [68][1880/3757] lr: 1.000e-03, eta: 2 days, 18:16:40, time: 1.836, data_time: 0.012, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8539, loss_cls: 1.4148, loss: 1.4148, grad_norm: 8.2499 2020-07-30 21:27:10,614 - mmaction - INFO - Epoch [68][1900/3757] lr: 1.000e-03, eta: 2 days, 18:16:02, time: 2.066, data_time: 0.012, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8711, loss_cls: 1.2926, loss: 1.2926, grad_norm: 7.7372 2020-07-30 21:27:47,694 - mmaction - INFO - Epoch [68][1920/3757] lr: 1.000e-03, eta: 2 days, 18:15:22, time: 1.854, data_time: 0.007, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8609, loss_cls: 1.3395, loss: 1.3395, grad_norm: 7.6927 2020-07-30 21:28:24,036 - mmaction - INFO - Epoch [68][1940/3757] lr: 1.000e-03, eta: 2 days, 18:14:42, time: 1.817, data_time: 0.002, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8688, loss_cls: 1.3089, loss: 1.3089, grad_norm: 7.8628 2020-07-30 21:29:06,001 - mmaction - INFO - Epoch [68][1960/3757] lr: 1.000e-03, eta: 2 days, 18:14:04, time: 2.088, data_time: 0.073, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8523, loss_cls: 1.3405, loss: 1.3405, grad_norm: 7.7767 2020-07-30 21:29:46,227 - mmaction - INFO - Epoch [68][1980/3757] lr: 1.000e-03, eta: 2 days, 18:13:26, time: 2.020, data_time: 0.012, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8711, loss_cls: 1.2910, loss: 1.2910, grad_norm: 7.8127 2020-07-30 21:30:24,850 - mmaction - INFO - Epoch [68][2000/3757] lr: 1.000e-03, eta: 2 days, 18:12:46, time: 1.924, data_time: 0.004, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8719, loss_cls: 1.3156, loss: 1.3156, grad_norm: 7.8885 2020-07-30 21:31:03,375 - mmaction - INFO - Epoch [68][2020/3757] lr: 1.000e-03, eta: 2 days, 18:12:07, time: 1.931, data_time: 0.011, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8469, loss_cls: 1.3659, loss: 1.3659, grad_norm: 7.8241 2020-07-30 21:31:44,218 - mmaction - INFO - Epoch [68][2040/3757] lr: 1.000e-03, eta: 2 days, 18:11:29, time: 2.044, data_time: 0.010, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8586, loss_cls: 1.3858, loss: 1.3858, grad_norm: 7.9416 2020-07-30 21:32:25,042 - mmaction - INFO - Epoch [68][2060/3757] lr: 1.000e-03, eta: 2 days, 18:10:51, time: 2.040, data_time: 0.009, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8719, loss_cls: 1.3016, loss: 1.3016, grad_norm: 7.9096 2020-07-30 21:33:02,515 - mmaction - INFO - Epoch [68][2080/3757] lr: 1.000e-03, eta: 2 days, 18:10:11, time: 1.873, data_time: 0.008, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8445, loss_cls: 1.4343, loss: 1.4343, grad_norm: 8.2899 2020-07-30 21:33:44,537 - mmaction - INFO - Epoch [68][2100/3757] lr: 1.000e-03, eta: 2 days, 18:09:33, time: 2.105, data_time: 0.013, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8672, loss_cls: 1.3003, loss: 1.3003, grad_norm: 7.7201 2020-07-30 21:34:22,187 - mmaction - INFO - Epoch [68][2120/3757] lr: 1.000e-03, eta: 2 days, 18:08:53, time: 1.878, data_time: 0.014, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8602, loss_cls: 1.3360, loss: 1.3360, grad_norm: 7.5922 2020-07-30 21:34:58,830 - mmaction - INFO - Epoch [68][2140/3757] lr: 1.000e-03, eta: 2 days, 18:08:13, time: 1.837, data_time: 0.009, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8570, loss_cls: 1.3527, loss: 1.3527, grad_norm: 7.6389 2020-07-30 21:35:39,973 - mmaction - INFO - Epoch [68][2160/3757] lr: 1.000e-03, eta: 2 days, 18:07:35, time: 2.053, data_time: 0.007, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8594, loss_cls: 1.3559, loss: 1.3559, grad_norm: 7.7944 2020-07-30 21:36:16,769 - mmaction - INFO - Epoch [68][2180/3757] lr: 1.000e-03, eta: 2 days, 18:06:55, time: 1.844, data_time: 0.008, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8586, loss_cls: 1.3501, loss: 1.3501, grad_norm: 7.8307 2020-07-30 21:36:53,861 - mmaction - INFO - Epoch [68][2200/3757] lr: 1.000e-03, eta: 2 days, 18:06:15, time: 1.848, data_time: 0.008, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8633, loss_cls: 1.3764, loss: 1.3764, grad_norm: 8.0493 2020-07-30 21:37:35,109 - mmaction - INFO - Epoch [68][2220/3757] lr: 1.000e-03, eta: 2 days, 18:05:37, time: 2.069, data_time: 0.009, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8609, loss_cls: 1.3454, loss: 1.3454, grad_norm: 7.8286 2020-07-30 21:38:13,893 - mmaction - INFO - Epoch [68][2240/3757] lr: 1.000e-03, eta: 2 days, 18:04:57, time: 1.938, data_time: 0.461, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8602, loss_cls: 1.3889, loss: 1.3889, grad_norm: 8.2256 2020-07-30 21:38:50,771 - mmaction - INFO - Epoch [68][2260/3757] lr: 1.000e-03, eta: 2 days, 18:04:17, time: 1.843, data_time: 0.003, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8430, loss_cls: 1.4079, loss: 1.4079, grad_norm: 7.9951 2020-07-30 21:39:31,620 - mmaction - INFO - Epoch [68][2280/3757] lr: 1.000e-03, eta: 2 days, 18:03:39, time: 2.037, data_time: 0.082, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8539, loss_cls: 1.4268, loss: 1.4268, grad_norm: 8.3432 2020-07-30 21:40:11,523 - mmaction - INFO - Epoch [68][2300/3757] lr: 1.000e-03, eta: 2 days, 18:03:00, time: 1.998, data_time: 0.009, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8555, loss_cls: 1.3581, loss: 1.3581, grad_norm: 8.1484 2020-07-30 21:40:50,963 - mmaction - INFO - Epoch [68][2320/3757] lr: 1.000e-03, eta: 2 days, 18:02:21, time: 1.973, data_time: 0.055, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8453, loss_cls: 1.4179, loss: 1.4179, grad_norm: 8.1175 2020-07-30 21:41:28,268 - mmaction - INFO - Epoch [68][2340/3757] lr: 1.000e-03, eta: 2 days, 18:01:41, time: 1.862, data_time: 0.212, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8477, loss_cls: 1.4685, loss: 1.4685, grad_norm: 8.2582 2020-07-30 21:42:08,623 - mmaction - INFO - Epoch [68][2360/3757] lr: 1.000e-03, eta: 2 days, 18:01:03, time: 2.025, data_time: 1.361, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8500, loss_cls: 1.4186, loss: 1.4186, grad_norm: 8.1742 2020-07-30 21:42:47,540 - mmaction - INFO - Epoch [68][2380/3757] lr: 1.000e-03, eta: 2 days, 18:00:24, time: 1.938, data_time: 1.369, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8594, loss_cls: 1.3908, loss: 1.3908, grad_norm: 8.0265 2020-07-30 21:43:26,928 - mmaction - INFO - Epoch [68][2400/3757] lr: 1.000e-03, eta: 2 days, 17:59:45, time: 1.977, data_time: 1.379, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8453, loss_cls: 1.4139, loss: 1.4139, grad_norm: 7.7872 2020-07-30 21:44:07,011 - mmaction - INFO - Epoch [68][2420/3757] lr: 1.000e-03, eta: 2 days, 17:59:06, time: 2.001, data_time: 1.249, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8602, loss_cls: 1.3847, loss: 1.3847, grad_norm: 8.2250 2020-07-30 21:44:46,571 - mmaction - INFO - Epoch [68][2440/3757] lr: 1.000e-03, eta: 2 days, 17:58:27, time: 1.979, data_time: 1.204, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8648, loss_cls: 1.3647, loss: 1.3647, grad_norm: 8.0153 2020-07-30 21:45:24,055 - mmaction - INFO - Epoch [68][2460/3757] lr: 1.000e-03, eta: 2 days, 17:57:48, time: 1.869, data_time: 1.284, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8578, loss_cls: 1.3608, loss: 1.3608, grad_norm: 8.0267 2020-07-30 21:46:02,502 - mmaction - INFO - Epoch [68][2480/3757] lr: 1.000e-03, eta: 2 days, 17:57:08, time: 1.925, data_time: 1.376, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8625, loss_cls: 1.3657, loss: 1.3657, grad_norm: 8.0434 2020-07-30 21:46:43,797 - mmaction - INFO - Epoch [68][2500/3757] lr: 1.000e-03, eta: 2 days, 17:56:30, time: 2.069, data_time: 1.456, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8547, loss_cls: 1.4099, loss: 1.4099, grad_norm: 8.2798 2020-07-30 21:47:23,524 - mmaction - INFO - Epoch [68][2520/3757] lr: 1.000e-03, eta: 2 days, 17:55:51, time: 1.980, data_time: 1.392, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8531, loss_cls: 1.3773, loss: 1.3773, grad_norm: 7.7879 2020-07-30 21:47:58,216 - mmaction - INFO - Epoch [68][2540/3757] lr: 1.000e-03, eta: 2 days, 17:55:10, time: 1.738, data_time: 1.169, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8547, loss_cls: 1.3576, loss: 1.3576, grad_norm: 7.9716 2020-07-30 21:48:35,426 - mmaction - INFO - Epoch [68][2560/3757] lr: 1.000e-03, eta: 2 days, 17:54:30, time: 1.862, data_time: 1.302, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8461, loss_cls: 1.4409, loss: 1.4409, grad_norm: 8.1779 2020-07-30 21:49:16,489 - mmaction - INFO - Epoch [68][2580/3757] lr: 1.000e-03, eta: 2 days, 17:53:52, time: 2.055, data_time: 0.754, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8578, loss_cls: 1.3543, loss: 1.3543, grad_norm: 8.0084 2020-07-30 21:49:56,922 - mmaction - INFO - Epoch [68][2600/3757] lr: 1.000e-03, eta: 2 days, 17:53:14, time: 2.016, data_time: 0.008, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8414, loss_cls: 1.4548, loss: 1.4548, grad_norm: 8.0925 2020-07-30 21:50:34,494 - mmaction - INFO - Epoch [68][2620/3757] lr: 1.000e-03, eta: 2 days, 17:52:34, time: 1.883, data_time: 0.009, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8508, loss_cls: 1.3947, loss: 1.3947, grad_norm: 8.1567 2020-07-30 21:51:10,830 - mmaction - INFO - Epoch [68][2640/3757] lr: 1.000e-03, eta: 2 days, 17:51:54, time: 1.817, data_time: 0.003, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8594, loss_cls: 1.4026, loss: 1.4026, grad_norm: 8.0820 2020-07-30 21:51:53,681 - mmaction - INFO - Epoch [68][2660/3757] lr: 1.000e-03, eta: 2 days, 17:51:16, time: 2.142, data_time: 0.007, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8547, loss_cls: 1.3905, loss: 1.3905, grad_norm: 8.0917 2020-07-30 21:52:31,183 - mmaction - INFO - Epoch [68][2680/3757] lr: 1.000e-03, eta: 2 days, 17:50:36, time: 1.873, data_time: 0.011, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8656, loss_cls: 1.2968, loss: 1.2968, grad_norm: 7.8358 2020-07-30 21:53:11,515 - mmaction - INFO - Epoch [68][2700/3757] lr: 1.000e-03, eta: 2 days, 17:49:58, time: 2.016, data_time: 0.006, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8805, loss_cls: 1.1946, loss: 1.1946, grad_norm: 7.6288 2020-07-30 21:53:48,677 - mmaction - INFO - Epoch [68][2720/3757] lr: 1.000e-03, eta: 2 days, 17:49:18, time: 1.856, data_time: 0.006, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8578, loss_cls: 1.4149, loss: 1.4149, grad_norm: 7.9607 2020-07-30 21:54:26,634 - mmaction - INFO - Epoch [68][2740/3757] lr: 1.000e-03, eta: 2 days, 17:48:38, time: 1.896, data_time: 0.095, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8539, loss_cls: 1.3606, loss: 1.3606, grad_norm: 7.9236 2020-07-30 21:55:08,953 - mmaction - INFO - Epoch [68][2760/3757] lr: 1.000e-03, eta: 2 days, 17:48:01, time: 2.123, data_time: 0.011, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8516, loss_cls: 1.4016, loss: 1.4016, grad_norm: 7.9199 2020-07-30 21:55:52,378 - mmaction - INFO - Epoch [68][2780/3757] lr: 1.000e-03, eta: 2 days, 17:47:24, time: 2.171, data_time: 0.031, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8523, loss_cls: 1.3628, loss: 1.3628, grad_norm: 7.9323 2020-07-30 21:56:28,306 - mmaction - INFO - Epoch [68][2800/3757] lr: 1.000e-03, eta: 2 days, 17:46:43, time: 1.795, data_time: 0.008, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8711, loss_cls: 1.2221, loss: 1.2221, grad_norm: 7.6269 2020-07-30 21:57:08,943 - mmaction - INFO - Epoch [68][2820/3757] lr: 1.000e-03, eta: 2 days, 17:46:05, time: 2.034, data_time: 0.018, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8484, loss_cls: 1.4142, loss: 1.4142, grad_norm: 8.2619 2020-07-30 21:57:48,263 - mmaction - INFO - Epoch [68][2840/3757] lr: 1.000e-03, eta: 2 days, 17:45:26, time: 1.964, data_time: 0.009, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8617, loss_cls: 1.3535, loss: 1.3535, grad_norm: 7.9058 2020-07-30 21:58:23,102 - mmaction - INFO - Epoch [68][2860/3757] lr: 1.000e-03, eta: 2 days, 17:44:45, time: 1.745, data_time: 0.007, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8633, loss_cls: 1.3674, loss: 1.3674, grad_norm: 7.9354 2020-07-30 21:59:00,459 - mmaction - INFO - Epoch [68][2880/3757] lr: 1.000e-03, eta: 2 days, 17:44:05, time: 1.867, data_time: 0.003, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8555, loss_cls: 1.3256, loss: 1.3256, grad_norm: 7.6512 2020-07-30 21:59:41,387 - mmaction - INFO - Epoch [68][2900/3757] lr: 1.000e-03, eta: 2 days, 17:43:27, time: 2.044, data_time: 0.008, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8570, loss_cls: 1.3205, loss: 1.3205, grad_norm: 7.7006 2020-07-30 22:00:22,299 - mmaction - INFO - Epoch [68][2920/3757] lr: 1.000e-03, eta: 2 days, 17:42:48, time: 2.031, data_time: 0.011, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8461, loss_cls: 1.4179, loss: 1.4179, grad_norm: 8.1091 2020-07-30 22:00:58,328 - mmaction - INFO - Epoch [68][2940/3757] lr: 1.000e-03, eta: 2 days, 17:42:08, time: 1.818, data_time: 0.031, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8539, loss_cls: 1.3964, loss: 1.3964, grad_norm: 8.0687 2020-07-30 22:01:34,926 - mmaction - INFO - Epoch [68][2960/3757] lr: 1.000e-03, eta: 2 days, 17:41:28, time: 1.831, data_time: 0.018, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8633, loss_cls: 1.3033, loss: 1.3033, grad_norm: 7.6014 2020-07-30 22:02:14,146 - mmaction - INFO - Epoch [68][2980/3757] lr: 1.000e-03, eta: 2 days, 17:40:49, time: 1.953, data_time: 0.007, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8570, loss_cls: 1.3862, loss: 1.3862, grad_norm: 7.9766 2020-07-30 22:02:53,086 - mmaction - INFO - Epoch [68][3000/3757] lr: 1.000e-03, eta: 2 days, 17:40:09, time: 1.949, data_time: 0.011, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8539, loss_cls: 1.4057, loss: 1.4057, grad_norm: 8.1265 2020-07-30 22:03:29,361 - mmaction - INFO - Epoch [68][3020/3757] lr: 1.000e-03, eta: 2 days, 17:39:29, time: 1.811, data_time: 0.009, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8641, loss_cls: 1.3378, loss: 1.3378, grad_norm: 7.9157 2020-07-30 22:04:09,353 - mmaction - INFO - Epoch [68][3040/3757] lr: 1.000e-03, eta: 2 days, 17:38:50, time: 2.008, data_time: 0.026, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8484, loss_cls: 1.4574, loss: 1.4574, grad_norm: 8.0641 2020-07-30 22:04:52,157 - mmaction - INFO - Epoch [68][3060/3757] lr: 1.000e-03, eta: 2 days, 17:38:13, time: 2.141, data_time: 0.660, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8578, loss_cls: 1.4167, loss: 1.4167, grad_norm: 8.0737 2020-07-30 22:05:30,768 - mmaction - INFO - Epoch [68][3080/3757] lr: 1.000e-03, eta: 2 days, 17:37:34, time: 1.929, data_time: 0.209, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8633, loss_cls: 1.3605, loss: 1.3605, grad_norm: 7.8832 2020-07-30 22:06:11,247 - mmaction - INFO - Epoch [68][3100/3757] lr: 1.000e-03, eta: 2 days, 17:36:55, time: 2.025, data_time: 0.047, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8633, loss_cls: 1.3295, loss: 1.3295, grad_norm: 7.9161 2020-07-30 22:06:46,446 - mmaction - INFO - Epoch [68][3120/3757] lr: 1.000e-03, eta: 2 days, 17:36:14, time: 1.753, data_time: 0.007, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8578, loss_cls: 1.3835, loss: 1.3835, grad_norm: 7.9304 2020-07-30 22:07:24,409 - mmaction - INFO - Epoch [68][3140/3757] lr: 1.000e-03, eta: 2 days, 17:35:35, time: 1.904, data_time: 0.010, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8492, loss_cls: 1.3558, loss: 1.3558, grad_norm: 8.0314 2020-07-30 22:08:06,490 - mmaction - INFO - Epoch [68][3160/3757] lr: 1.000e-03, eta: 2 days, 17:34:57, time: 2.097, data_time: 0.020, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8594, loss_cls: 1.3312, loss: 1.3312, grad_norm: 8.0124 2020-07-30 22:08:41,464 - mmaction - INFO - Epoch [68][3180/3757] lr: 1.000e-03, eta: 2 days, 17:34:16, time: 1.755, data_time: 0.013, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8500, loss_cls: 1.4129, loss: 1.4129, grad_norm: 7.9660 2020-07-30 22:09:25,005 - mmaction - INFO - Epoch [68][3200/3757] lr: 1.000e-03, eta: 2 days, 17:33:39, time: 2.172, data_time: 0.009, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8461, loss_cls: 1.4449, loss: 1.4449, grad_norm: 8.0879 2020-07-30 22:10:01,419 - mmaction - INFO - Epoch [68][3220/3757] lr: 1.000e-03, eta: 2 days, 17:32:59, time: 1.826, data_time: 0.124, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8570, loss_cls: 1.3412, loss: 1.3412, grad_norm: 7.8410 2020-07-30 22:10:40,069 - mmaction - INFO - Epoch [68][3240/3757] lr: 1.000e-03, eta: 2 days, 17:32:19, time: 1.929, data_time: 0.069, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8570, loss_cls: 1.3830, loss: 1.3830, grad_norm: 8.0182 2020-07-30 22:11:23,189 - mmaction - INFO - Epoch [68][3260/3757] lr: 1.000e-03, eta: 2 days, 17:31:42, time: 2.160, data_time: 0.009, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8586, loss_cls: 1.3587, loss: 1.3587, grad_norm: 8.0370 2020-07-30 22:12:02,032 - mmaction - INFO - Epoch [68][3280/3757] lr: 1.000e-03, eta: 2 days, 17:31:03, time: 1.939, data_time: 0.003, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8531, loss_cls: 1.3792, loss: 1.3792, grad_norm: 7.9626 2020-07-30 22:12:40,492 - mmaction - INFO - Epoch [68][3300/3757] lr: 1.000e-03, eta: 2 days, 17:30:24, time: 1.923, data_time: 0.010, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8602, loss_cls: 1.3279, loss: 1.3279, grad_norm: 7.9601 2020-07-30 22:13:17,950 - mmaction - INFO - Epoch [68][3320/3757] lr: 1.000e-03, eta: 2 days, 17:29:44, time: 1.876, data_time: 0.013, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8539, loss_cls: 1.3189, loss: 1.3189, grad_norm: 8.0816 2020-07-30 22:13:56,608 - mmaction - INFO - Epoch [68][3340/3757] lr: 1.000e-03, eta: 2 days, 17:29:05, time: 1.924, data_time: 0.007, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8672, loss_cls: 1.3208, loss: 1.3208, grad_norm: 7.9582 2020-07-30 22:14:35,141 - mmaction - INFO - Epoch [68][3360/3757] lr: 1.000e-03, eta: 2 days, 17:28:25, time: 1.935, data_time: 0.012, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8633, loss_cls: 1.3821, loss: 1.3821, grad_norm: 8.2400 2020-07-30 22:15:13,432 - mmaction - INFO - Epoch [68][3380/3757] lr: 1.000e-03, eta: 2 days, 17:27:46, time: 1.915, data_time: 0.008, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8602, loss_cls: 1.3716, loss: 1.3716, grad_norm: 7.9990 2020-07-30 22:15:48,652 - mmaction - INFO - Epoch [68][3400/3757] lr: 1.000e-03, eta: 2 days, 17:27:05, time: 1.760, data_time: 0.030, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8602, loss_cls: 1.2753, loss: 1.2753, grad_norm: 7.8049 2020-07-30 22:16:29,625 - mmaction - INFO - Epoch [68][3420/3757] lr: 1.000e-03, eta: 2 days, 17:26:27, time: 2.050, data_time: 1.062, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8508, loss_cls: 1.3534, loss: 1.3534, grad_norm: 7.8287 2020-07-30 22:17:07,606 - mmaction - INFO - Epoch [68][3440/3757] lr: 1.000e-03, eta: 2 days, 17:25:47, time: 1.896, data_time: 0.085, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.3823, loss: 1.3823, grad_norm: 8.1274 2020-07-30 22:17:46,941 - mmaction - INFO - Epoch [68][3460/3757] lr: 1.000e-03, eta: 2 days, 17:25:08, time: 1.969, data_time: 0.014, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8727, loss_cls: 1.3142, loss: 1.3142, grad_norm: 8.0449 2020-07-30 22:18:28,076 - mmaction - INFO - Epoch [68][3480/3757] lr: 1.000e-03, eta: 2 days, 17:24:30, time: 2.053, data_time: 0.071, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8508, loss_cls: 1.4000, loss: 1.4000, grad_norm: 8.2345 2020-07-30 22:19:02,478 - mmaction - INFO - Epoch [68][3500/3757] lr: 1.000e-03, eta: 2 days, 17:23:49, time: 1.723, data_time: 0.008, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8617, loss_cls: 1.4049, loss: 1.4049, grad_norm: 7.9587 2020-07-30 22:19:45,502 - mmaction - INFO - Epoch [68][3520/3757] lr: 1.000e-03, eta: 2 days, 17:23:11, time: 2.144, data_time: 0.033, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8547, loss_cls: 1.4170, loss: 1.4170, grad_norm: 8.0968 2020-07-30 22:20:22,187 - mmaction - INFO - Epoch [68][3540/3757] lr: 1.000e-03, eta: 2 days, 17:22:31, time: 1.836, data_time: 0.011, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8523, loss_cls: 1.3741, loss: 1.3741, grad_norm: 7.8932 2020-07-30 22:20:56,722 - mmaction - INFO - Epoch [68][3560/3757] lr: 1.000e-03, eta: 2 days, 17:21:50, time: 1.731, data_time: 0.066, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8406, loss_cls: 1.4058, loss: 1.4058, grad_norm: 8.2203 2020-07-30 22:21:42,058 - mmaction - INFO - Epoch [68][3580/3757] lr: 1.000e-03, eta: 2 days, 17:21:14, time: 2.265, data_time: 0.161, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8680, loss_cls: 1.3200, loss: 1.3200, grad_norm: 7.9795 2020-07-30 22:22:21,690 - mmaction - INFO - Epoch [68][3600/3757] lr: 1.000e-03, eta: 2 days, 17:20:35, time: 1.980, data_time: 0.074, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8695, loss_cls: 1.3253, loss: 1.3253, grad_norm: 7.8086 2020-07-30 22:22:58,369 - mmaction - INFO - Epoch [68][3620/3757] lr: 1.000e-03, eta: 2 days, 17:19:55, time: 1.839, data_time: 0.281, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8594, loss_cls: 1.4090, loss: 1.4090, grad_norm: 8.0652 2020-07-30 22:23:38,062 - mmaction - INFO - Epoch [68][3640/3757] lr: 1.000e-03, eta: 2 days, 17:19:16, time: 1.982, data_time: 1.010, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8719, loss_cls: 1.2949, loss: 1.2949, grad_norm: 7.9096 2020-07-30 22:24:19,753 - mmaction - INFO - Epoch [68][3660/3757] lr: 1.000e-03, eta: 2 days, 17:18:38, time: 2.082, data_time: 0.635, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8547, loss_cls: 1.3703, loss: 1.3703, grad_norm: 7.8614 2020-07-30 22:24:58,127 - mmaction - INFO - Epoch [68][3680/3757] lr: 1.000e-03, eta: 2 days, 17:17:59, time: 1.922, data_time: 1.357, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8609, loss_cls: 1.3763, loss: 1.3763, grad_norm: 8.1581 2020-07-30 22:25:34,924 - mmaction - INFO - Epoch [68][3700/3757] lr: 1.000e-03, eta: 2 days, 17:17:19, time: 1.837, data_time: 1.151, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8539, loss_cls: 1.4046, loss: 1.4046, grad_norm: 8.0712 2020-07-30 22:26:15,219 - mmaction - INFO - Epoch [68][3720/3757] lr: 1.000e-03, eta: 2 days, 17:16:40, time: 2.020, data_time: 0.196, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8461, loss_cls: 1.4474, loss: 1.4474, grad_norm: 8.2361 2020-07-30 22:26:52,834 - mmaction - INFO - Epoch [68][3740/3757] lr: 1.000e-03, eta: 2 days, 17:16:00, time: 1.874, data_time: 0.007, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8586, loss_cls: 1.3552, loss: 1.3552, grad_norm: 7.9692 2020-07-30 22:27:18,831 - mmaction - INFO - Saving checkpoint at 68 epochs 2020-07-30 22:28:16,396 - mmaction - INFO - Epoch [69][20/3757] lr: 1.000e-03, eta: 2 days, 17:14:40, time: 2.708, data_time: 1.040, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8492, loss_cls: 1.3966, loss: 1.3966, grad_norm: 8.0567 2020-07-30 22:28:53,707 - mmaction - INFO - Epoch [69][40/3757] lr: 1.000e-03, eta: 2 days, 17:14:00, time: 1.872, data_time: 0.008, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8469, loss_cls: 1.3695, loss: 1.3695, grad_norm: 7.8935 2020-07-30 22:29:30,541 - mmaction - INFO - Epoch [69][60/3757] lr: 1.000e-03, eta: 2 days, 17:13:19, time: 1.831, data_time: 0.011, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8430, loss_cls: 1.4517, loss: 1.4517, grad_norm: 8.1225 2020-07-30 22:30:12,298 - mmaction - INFO - Epoch [69][80/3757] lr: 1.000e-03, eta: 2 days, 17:12:42, time: 2.092, data_time: 0.030, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8656, loss_cls: 1.2839, loss: 1.2839, grad_norm: 7.8509 2020-07-30 22:30:51,370 - mmaction - INFO - Epoch [69][100/3757] lr: 1.000e-03, eta: 2 days, 17:12:03, time: 1.957, data_time: 0.023, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8602, loss_cls: 1.3903, loss: 1.3903, grad_norm: 8.1322 2020-07-30 22:31:33,009 - mmaction - INFO - Epoch [69][120/3757] lr: 1.000e-03, eta: 2 days, 17:11:25, time: 2.085, data_time: 0.012, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8781, loss_cls: 1.2727, loss: 1.2727, grad_norm: 7.6346 2020-07-30 22:32:08,646 - mmaction - INFO - Epoch [69][140/3757] lr: 1.000e-03, eta: 2 days, 17:10:44, time: 1.781, data_time: 0.014, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8562, loss_cls: 1.3914, loss: 1.3914, grad_norm: 8.1693 2020-07-30 22:32:49,396 - mmaction - INFO - Epoch [69][160/3757] lr: 1.000e-03, eta: 2 days, 17:10:06, time: 2.037, data_time: 0.156, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8477, loss_cls: 1.3883, loss: 1.3883, grad_norm: 8.0681 2020-07-30 22:33:29,426 - mmaction - INFO - Epoch [69][180/3757] lr: 1.000e-03, eta: 2 days, 17:09:27, time: 2.002, data_time: 0.135, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8680, loss_cls: 1.3522, loss: 1.3522, grad_norm: 7.9459 2020-07-30 22:34:09,213 - mmaction - INFO - Epoch [69][200/3757] lr: 1.000e-03, eta: 2 days, 17:08:48, time: 1.987, data_time: 0.047, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8562, loss_cls: 1.4024, loss: 1.4024, grad_norm: 8.1283 2020-07-30 22:34:47,746 - mmaction - INFO - Epoch [69][220/3757] lr: 1.000e-03, eta: 2 days, 17:08:09, time: 1.929, data_time: 0.104, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8398, loss_cls: 1.3925, loss: 1.3925, grad_norm: 8.0064 2020-07-30 22:35:29,881 - mmaction - INFO - Epoch [69][240/3757] lr: 1.000e-03, eta: 2 days, 17:07:31, time: 2.100, data_time: 1.115, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8602, loss_cls: 1.3519, loss: 1.3519, grad_norm: 7.8214 2020-07-30 22:36:09,428 - mmaction - INFO - Epoch [69][260/3757] lr: 1.000e-03, eta: 2 days, 17:06:53, time: 1.984, data_time: 1.417, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8594, loss_cls: 1.3734, loss: 1.3734, grad_norm: 8.1692 2020-07-30 22:36:47,681 - mmaction - INFO - Epoch [69][280/3757] lr: 1.000e-03, eta: 2 days, 17:06:13, time: 1.910, data_time: 1.322, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8617, loss_cls: 1.3908, loss: 1.3908, grad_norm: 8.1684 2020-07-30 22:37:24,530 - mmaction - INFO - Epoch [69][300/3757] lr: 1.000e-03, eta: 2 days, 17:05:33, time: 1.843, data_time: 1.271, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8805, loss_cls: 1.3089, loss: 1.3089, grad_norm: 8.0578 2020-07-30 22:38:02,324 - mmaction - INFO - Epoch [69][320/3757] lr: 1.000e-03, eta: 2 days, 17:04:53, time: 1.889, data_time: 1.052, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8672, loss_cls: 1.3143, loss: 1.3143, grad_norm: 8.1459 2020-07-30 22:38:42,597 - mmaction - INFO - Epoch [69][340/3757] lr: 1.000e-03, eta: 2 days, 17:04:15, time: 2.012, data_time: 0.386, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8719, loss_cls: 1.2517, loss: 1.2517, grad_norm: 7.6483 2020-07-30 22:39:20,752 - mmaction - INFO - Epoch [69][360/3757] lr: 1.000e-03, eta: 2 days, 17:03:35, time: 1.908, data_time: 0.009, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8594, loss_cls: 1.4076, loss: 1.4076, grad_norm: 8.3873 2020-07-30 22:39:59,721 - mmaction - INFO - Epoch [69][380/3757] lr: 1.000e-03, eta: 2 days, 17:02:56, time: 1.953, data_time: 0.812, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8633, loss_cls: 1.3461, loss: 1.3461, grad_norm: 8.1017 2020-07-30 22:40:36,625 - mmaction - INFO - Epoch [69][400/3757] lr: 1.000e-03, eta: 2 days, 17:02:16, time: 1.841, data_time: 0.016, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8633, loss_cls: 1.2817, loss: 1.2817, grad_norm: 7.8435 2020-07-30 22:41:15,454 - mmaction - INFO - Epoch [69][420/3757] lr: 1.000e-03, eta: 2 days, 17:01:37, time: 1.937, data_time: 0.013, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8617, loss_cls: 1.3292, loss: 1.3292, grad_norm: 8.0333 2020-07-30 22:41:53,822 - mmaction - INFO - Epoch [69][440/3757] lr: 1.000e-03, eta: 2 days, 17:00:57, time: 1.920, data_time: 0.027, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8734, loss_cls: 1.2846, loss: 1.2846, grad_norm: 7.5682 2020-07-30 22:42:32,439 - mmaction - INFO - Epoch [69][460/3757] lr: 1.000e-03, eta: 2 days, 17:00:18, time: 1.935, data_time: 0.584, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8648, loss_cls: 1.3195, loss: 1.3195, grad_norm: 7.8640 2020-07-30 22:43:13,449 - mmaction - INFO - Epoch [69][480/3757] lr: 1.000e-03, eta: 2 days, 16:59:40, time: 2.051, data_time: 0.049, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8711, loss_cls: 1.2687, loss: 1.2687, grad_norm: 8.0084 2020-07-30 22:43:54,965 - mmaction - INFO - Epoch [69][500/3757] lr: 1.000e-03, eta: 2 days, 16:59:02, time: 2.077, data_time: 0.009, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8609, loss_cls: 1.3661, loss: 1.3661, grad_norm: 7.9618 2020-07-30 22:44:32,806 - mmaction - INFO - Epoch [69][520/3757] lr: 1.000e-03, eta: 2 days, 16:58:22, time: 1.889, data_time: 0.009, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8219, loss_cls: 1.4577, loss: 1.4577, grad_norm: 8.0458 2020-07-30 22:45:14,449 - mmaction - INFO - Epoch [69][540/3757] lr: 1.000e-03, eta: 2 days, 16:57:44, time: 2.085, data_time: 0.114, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8555, loss_cls: 1.4014, loss: 1.4014, grad_norm: 8.0391 2020-07-30 22:45:51,053 - mmaction - INFO - Epoch [69][560/3757] lr: 1.000e-03, eta: 2 days, 16:57:04, time: 1.833, data_time: 0.006, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8734, loss_cls: 1.1889, loss: 1.1889, grad_norm: 7.5802 2020-07-30 22:46:28,848 - mmaction - INFO - Epoch [69][580/3757] lr: 1.000e-03, eta: 2 days, 16:56:24, time: 1.883, data_time: 0.006, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8688, loss_cls: 1.2713, loss: 1.2713, grad_norm: 7.8107 2020-07-30 22:47:06,357 - mmaction - INFO - Epoch [69][600/3757] lr: 1.000e-03, eta: 2 days, 16:55:45, time: 1.883, data_time: 0.213, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8672, loss_cls: 1.2603, loss: 1.2603, grad_norm: 7.6987 2020-07-30 22:47:47,870 - mmaction - INFO - Epoch [69][620/3757] lr: 1.000e-03, eta: 2 days, 16:55:07, time: 2.068, data_time: 0.564, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8516, loss_cls: 1.3586, loss: 1.3586, grad_norm: 8.0526 2020-07-30 22:48:26,781 - mmaction - INFO - Epoch [69][640/3757] lr: 1.000e-03, eta: 2 days, 16:54:28, time: 1.950, data_time: 0.032, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8492, loss_cls: 1.3592, loss: 1.3592, grad_norm: 8.0086 2020-07-30 22:49:03,919 - mmaction - INFO - Epoch [69][660/3757] lr: 1.000e-03, eta: 2 days, 16:53:48, time: 1.852, data_time: 0.228, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8570, loss_cls: 1.4631, loss: 1.4631, grad_norm: 8.1546 2020-07-30 22:49:42,452 - mmaction - INFO - Epoch [69][680/3757] lr: 1.000e-03, eta: 2 days, 16:53:08, time: 1.931, data_time: 0.559, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8641, loss_cls: 1.2868, loss: 1.2868, grad_norm: 8.0298 2020-07-30 22:50:24,247 - mmaction - INFO - Epoch [69][700/3757] lr: 1.000e-03, eta: 2 days, 16:52:30, time: 2.090, data_time: 1.076, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8609, loss_cls: 1.3437, loss: 1.3437, grad_norm: 8.0211 2020-07-30 22:50:58,876 - mmaction - INFO - Epoch [69][720/3757] lr: 1.000e-03, eta: 2 days, 16:51:49, time: 1.733, data_time: 0.292, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8500, loss_cls: 1.3653, loss: 1.3653, grad_norm: 8.2326 2020-07-30 22:51:42,223 - mmaction - INFO - Epoch [69][740/3757] lr: 1.000e-03, eta: 2 days, 16:51:12, time: 2.162, data_time: 1.396, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8836, loss_cls: 1.2439, loss: 1.2439, grad_norm: 7.8811 2020-07-30 22:52:19,929 - mmaction - INFO - Epoch [69][760/3757] lr: 1.000e-03, eta: 2 days, 16:50:32, time: 1.889, data_time: 1.322, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8727, loss_cls: 1.3286, loss: 1.3286, grad_norm: 7.9555 2020-07-30 22:52:59,124 - mmaction - INFO - Epoch [69][780/3757] lr: 1.000e-03, eta: 2 days, 16:49:53, time: 1.955, data_time: 1.362, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8641, loss_cls: 1.3068, loss: 1.3068, grad_norm: 8.1488 2020-07-30 22:53:37,308 - mmaction - INFO - Epoch [69][800/3757] lr: 1.000e-03, eta: 2 days, 16:49:14, time: 1.915, data_time: 1.338, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8633, loss_cls: 1.3316, loss: 1.3316, grad_norm: 8.0067 2020-07-30 22:54:15,567 - mmaction - INFO - Epoch [69][820/3757] lr: 1.000e-03, eta: 2 days, 16:48:34, time: 1.909, data_time: 1.303, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8727, loss_cls: 1.3279, loss: 1.3279, grad_norm: 8.0922 2020-07-30 22:54:52,206 - mmaction - INFO - Epoch [69][840/3757] lr: 1.000e-03, eta: 2 days, 16:47:54, time: 1.837, data_time: 0.908, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8664, loss_cls: 1.3558, loss: 1.3558, grad_norm: 8.2604 2020-07-30 22:55:33,545 - mmaction - INFO - Epoch [69][860/3757] lr: 1.000e-03, eta: 2 days, 16:47:16, time: 2.060, data_time: 0.747, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8547, loss_cls: 1.3514, loss: 1.3514, grad_norm: 7.9801 2020-07-30 22:56:13,479 - mmaction - INFO - Epoch [69][880/3757] lr: 1.000e-03, eta: 2 days, 16:46:38, time: 2.002, data_time: 0.856, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8531, loss_cls: 1.3819, loss: 1.3819, grad_norm: 8.1043 2020-07-30 22:56:51,150 - mmaction - INFO - Epoch [69][900/3757] lr: 1.000e-03, eta: 2 days, 16:45:58, time: 1.878, data_time: 0.531, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8633, loss_cls: 1.3565, loss: 1.3565, grad_norm: 8.0616 2020-07-30 22:57:28,440 - mmaction - INFO - Epoch [69][920/3757] lr: 1.000e-03, eta: 2 days, 16:45:18, time: 1.870, data_time: 0.415, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8414, loss_cls: 1.4803, loss: 1.4803, grad_norm: 8.1397 2020-07-30 22:58:07,609 - mmaction - INFO - Epoch [69][940/3757] lr: 1.000e-03, eta: 2 days, 16:44:39, time: 1.955, data_time: 1.195, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8633, loss_cls: 1.3738, loss: 1.3738, grad_norm: 8.1340 2020-07-30 22:58:46,879 - mmaction - INFO - Epoch [69][960/3757] lr: 1.000e-03, eta: 2 days, 16:44:00, time: 1.966, data_time: 1.312, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8711, loss_cls: 1.3377, loss: 1.3377, grad_norm: 8.2298 2020-07-30 22:59:24,055 - mmaction - INFO - Epoch [69][980/3757] lr: 1.000e-03, eta: 2 days, 16:43:20, time: 1.860, data_time: 1.146, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8547, loss_cls: 1.3877, loss: 1.3877, grad_norm: 8.2295 2020-07-30 23:00:04,514 - mmaction - INFO - Epoch [69][1000/3757] lr: 1.000e-03, eta: 2 days, 16:42:42, time: 2.023, data_time: 0.306, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8531, loss_cls: 1.4302, loss: 1.4302, grad_norm: 8.2243 2020-07-30 23:00:43,341 - mmaction - INFO - Epoch [69][1020/3757] lr: 1.000e-03, eta: 2 days, 16:42:02, time: 1.925, data_time: 0.310, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8500, loss_cls: 1.4277, loss: 1.4277, grad_norm: 8.1825 2020-07-30 23:01:24,622 - mmaction - INFO - Epoch [69][1040/3757] lr: 1.000e-03, eta: 2 days, 16:41:24, time: 2.075, data_time: 0.043, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8539, loss_cls: 1.3845, loss: 1.3845, grad_norm: 8.1362 2020-07-30 23:02:02,637 - mmaction - INFO - Epoch [69][1060/3757] lr: 1.000e-03, eta: 2 days, 16:40:45, time: 1.898, data_time: 0.315, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8336, loss_cls: 1.4866, loss: 1.4866, grad_norm: 8.1834 2020-07-30 23:02:42,819 - mmaction - INFO - Epoch [69][1080/3757] lr: 1.000e-03, eta: 2 days, 16:40:06, time: 2.012, data_time: 0.017, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8602, loss_cls: 1.3710, loss: 1.3710, grad_norm: 8.2486 2020-07-30 23:03:22,800 - mmaction - INFO - Epoch [69][1100/3757] lr: 1.000e-03, eta: 2 days, 16:39:27, time: 2.003, data_time: 0.010, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8703, loss_cls: 1.3145, loss: 1.3145, grad_norm: 7.9340 2020-07-30 23:03:59,170 - mmaction - INFO - Epoch [69][1120/3757] lr: 1.000e-03, eta: 2 days, 16:38:47, time: 1.816, data_time: 0.009, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8609, loss_cls: 1.3562, loss: 1.3562, grad_norm: 7.9006 2020-07-30 23:04:41,587 - mmaction - INFO - Epoch [69][1140/3757] lr: 1.000e-03, eta: 2 days, 16:38:10, time: 2.123, data_time: 0.029, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8633, loss_cls: 1.3369, loss: 1.3369, grad_norm: 8.0717 2020-07-30 23:05:21,588 - mmaction - INFO - Epoch [69][1160/3757] lr: 1.000e-03, eta: 2 days, 16:37:31, time: 1.996, data_time: 0.022, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8609, loss_cls: 1.3228, loss: 1.3228, grad_norm: 7.8649 2020-07-30 23:06:02,692 - mmaction - INFO - Epoch [69][1180/3757] lr: 1.000e-03, eta: 2 days, 16:36:53, time: 2.061, data_time: 0.014, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8633, loss_cls: 1.3239, loss: 1.3239, grad_norm: 7.9272 2020-07-30 23:06:37,987 - mmaction - INFO - Epoch [69][1200/3757] lr: 1.000e-03, eta: 2 days, 16:36:12, time: 1.761, data_time: 0.008, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8352, loss_cls: 1.4709, loss: 1.4709, grad_norm: 8.2352 2020-07-30 23:07:17,127 - mmaction - INFO - Epoch [69][1220/3757] lr: 1.000e-03, eta: 2 days, 16:35:33, time: 1.958, data_time: 0.351, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8523, loss_cls: 1.3272, loss: 1.3272, grad_norm: 7.7538 2020-07-30 23:07:56,407 - mmaction - INFO - Epoch [69][1240/3757] lr: 1.000e-03, eta: 2 days, 16:34:54, time: 1.958, data_time: 0.448, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8391, loss_cls: 1.4728, loss: 1.4728, grad_norm: 8.1544 2020-07-30 23:08:35,018 - mmaction - INFO - Epoch [69][1260/3757] lr: 1.000e-03, eta: 2 days, 16:34:15, time: 1.938, data_time: 0.145, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8641, loss_cls: 1.3341, loss: 1.3341, grad_norm: 7.9001 2020-07-30 23:09:18,544 - mmaction - INFO - Epoch [69][1280/3757] lr: 1.000e-03, eta: 2 days, 16:33:38, time: 2.174, data_time: 0.364, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8523, loss_cls: 1.3906, loss: 1.3906, grad_norm: 8.1972 2020-07-30 23:09:57,328 - mmaction - INFO - Epoch [69][1300/3757] lr: 1.000e-03, eta: 2 days, 16:32:58, time: 1.943, data_time: 0.006, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8766, loss_cls: 1.3003, loss: 1.3003, grad_norm: 7.7630 2020-07-30 23:10:33,525 - mmaction - INFO - Epoch [69][1320/3757] lr: 1.000e-03, eta: 2 days, 16:32:18, time: 1.803, data_time: 0.015, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8523, loss_cls: 1.4073, loss: 1.4073, grad_norm: 8.1193 2020-07-30 23:11:14,294 - mmaction - INFO - Epoch [69][1340/3757] lr: 1.000e-03, eta: 2 days, 16:31:40, time: 2.045, data_time: 0.010, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8773, loss_cls: 1.2954, loss: 1.2954, grad_norm: 7.9300 2020-07-30 23:11:55,897 - mmaction - INFO - Epoch [69][1360/3757] lr: 1.000e-03, eta: 2 days, 16:31:02, time: 2.074, data_time: 0.008, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8461, loss_cls: 1.4607, loss: 1.4607, grad_norm: 8.4148 2020-07-30 23:12:35,960 - mmaction - INFO - Epoch [69][1380/3757] lr: 1.000e-03, eta: 2 days, 16:30:23, time: 2.007, data_time: 0.010, memory: 5170, top1_acc: 0.6422, top5_acc: 0.8492, loss_cls: 1.4725, loss: 1.4725, grad_norm: 8.1527 2020-07-30 23:13:14,779 - mmaction - INFO - Epoch [69][1400/3757] lr: 1.000e-03, eta: 2 days, 16:29:44, time: 1.943, data_time: 0.028, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8570, loss_cls: 1.4215, loss: 1.4215, grad_norm: 8.0327 2020-07-30 23:13:51,671 - mmaction - INFO - Epoch [69][1420/3757] lr: 1.000e-03, eta: 2 days, 16:29:04, time: 1.845, data_time: 0.011, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8641, loss_cls: 1.3147, loss: 1.3147, grad_norm: 7.8827 2020-07-30 23:14:30,367 - mmaction - INFO - Epoch [69][1440/3757] lr: 1.000e-03, eta: 2 days, 16:28:24, time: 1.926, data_time: 0.008, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8539, loss_cls: 1.3487, loss: 1.3487, grad_norm: 7.8019 2020-07-30 23:15:06,633 - mmaction - INFO - Epoch [69][1460/3757] lr: 1.000e-03, eta: 2 days, 16:27:44, time: 1.821, data_time: 0.012, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8641, loss_cls: 1.3339, loss: 1.3339, grad_norm: 7.9737 2020-07-30 23:15:47,487 - mmaction - INFO - Epoch [69][1480/3757] lr: 1.000e-03, eta: 2 days, 16:27:06, time: 2.040, data_time: 0.003, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8367, loss_cls: 1.4206, loss: 1.4206, grad_norm: 8.3070 2020-07-30 23:16:26,430 - mmaction - INFO - Epoch [69][1500/3757] lr: 1.000e-03, eta: 2 days, 16:26:27, time: 1.942, data_time: 0.205, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8383, loss_cls: 1.4788, loss: 1.4788, grad_norm: 8.0183 2020-07-30 23:17:04,925 - mmaction - INFO - Epoch [69][1520/3757] lr: 1.000e-03, eta: 2 days, 16:25:47, time: 1.930, data_time: 0.065, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8742, loss_cls: 1.2836, loss: 1.2836, grad_norm: 7.7320 2020-07-30 23:17:41,909 - mmaction - INFO - Epoch [69][1540/3757] lr: 1.000e-03, eta: 2 days, 16:25:07, time: 1.852, data_time: 0.093, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8422, loss_cls: 1.4342, loss: 1.4342, grad_norm: 8.1834 2020-07-30 23:18:22,347 - mmaction - INFO - Epoch [69][1560/3757] lr: 1.000e-03, eta: 2 days, 16:24:29, time: 2.020, data_time: 0.004, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8406, loss_cls: 1.4380, loss: 1.4380, grad_norm: 8.2864 2020-07-30 23:19:02,225 - mmaction - INFO - Epoch [69][1580/3757] lr: 1.000e-03, eta: 2 days, 16:23:50, time: 1.991, data_time: 0.065, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8578, loss_cls: 1.3760, loss: 1.3760, grad_norm: 7.9289 2020-07-30 23:19:40,490 - mmaction - INFO - Epoch [69][1600/3757] lr: 1.000e-03, eta: 2 days, 16:23:11, time: 1.918, data_time: 0.376, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8641, loss_cls: 1.3470, loss: 1.3470, grad_norm: 7.7978 2020-07-30 23:20:20,911 - mmaction - INFO - Epoch [69][1620/3757] lr: 1.000e-03, eta: 2 days, 16:22:32, time: 2.013, data_time: 0.355, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8695, loss_cls: 1.3041, loss: 1.3041, grad_norm: 7.9396 2020-07-30 23:20:59,339 - mmaction - INFO - Epoch [69][1640/3757] lr: 1.000e-03, eta: 2 days, 16:21:53, time: 1.931, data_time: 0.071, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8539, loss_cls: 1.3810, loss: 1.3810, grad_norm: 7.9064 2020-07-30 23:21:39,401 - mmaction - INFO - Epoch [69][1660/3757] lr: 1.000e-03, eta: 2 days, 16:21:14, time: 1.996, data_time: 0.009, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8438, loss_cls: 1.3862, loss: 1.3862, grad_norm: 7.9793 2020-07-30 23:22:16,506 - mmaction - INFO - Epoch [69][1680/3757] lr: 1.000e-03, eta: 2 days, 16:20:34, time: 1.862, data_time: 0.010, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8508, loss_cls: 1.4028, loss: 1.4028, grad_norm: 8.1519 2020-07-30 23:22:56,476 - mmaction - INFO - Epoch [69][1700/3757] lr: 1.000e-03, eta: 2 days, 16:19:56, time: 1.992, data_time: 0.002, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8359, loss_cls: 1.4790, loss: 1.4790, grad_norm: 8.4324 2020-07-30 23:23:35,640 - mmaction - INFO - Epoch [69][1720/3757] lr: 1.000e-03, eta: 2 days, 16:19:17, time: 1.963, data_time: 0.009, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8555, loss_cls: 1.3306, loss: 1.3306, grad_norm: 8.0084 2020-07-30 23:24:14,152 - mmaction - INFO - Epoch [69][1740/3757] lr: 1.000e-03, eta: 2 days, 16:18:37, time: 1.918, data_time: 0.437, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8719, loss_cls: 1.3372, loss: 1.3372, grad_norm: 7.9181 2020-07-30 23:24:53,123 - mmaction - INFO - Epoch [69][1760/3757] lr: 1.000e-03, eta: 2 days, 16:17:58, time: 1.953, data_time: 0.599, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8586, loss_cls: 1.3705, loss: 1.3705, grad_norm: 7.9295 2020-07-30 23:25:30,499 - mmaction - INFO - Epoch [69][1780/3757] lr: 1.000e-03, eta: 2 days, 16:17:18, time: 1.865, data_time: 1.087, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8562, loss_cls: 1.3681, loss: 1.3681, grad_norm: 8.0626 2020-07-30 23:26:09,495 - mmaction - INFO - Epoch [69][1800/3757] lr: 1.000e-03, eta: 2 days, 16:16:39, time: 1.956, data_time: 0.101, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8805, loss_cls: 1.2755, loss: 1.2755, grad_norm: 7.7967 2020-07-30 23:26:48,093 - mmaction - INFO - Epoch [69][1820/3757] lr: 1.000e-03, eta: 2 days, 16:16:00, time: 1.924, data_time: 0.010, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8656, loss_cls: 1.3517, loss: 1.3517, grad_norm: 8.0512 2020-07-30 23:27:30,483 - mmaction - INFO - Epoch [69][1840/3757] lr: 1.000e-03, eta: 2 days, 16:15:22, time: 2.127, data_time: 0.010, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8570, loss_cls: 1.3295, loss: 1.3295, grad_norm: 7.8607 2020-07-30 23:28:07,706 - mmaction - INFO - Epoch [69][1860/3757] lr: 1.000e-03, eta: 2 days, 16:14:42, time: 1.853, data_time: 0.099, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8688, loss_cls: 1.3655, loss: 1.3655, grad_norm: 7.8556 2020-07-30 23:28:47,622 - mmaction - INFO - Epoch [69][1880/3757] lr: 1.000e-03, eta: 2 days, 16:14:04, time: 2.002, data_time: 0.771, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8625, loss_cls: 1.3505, loss: 1.3505, grad_norm: 7.9169 2020-07-30 23:29:23,518 - mmaction - INFO - Epoch [69][1900/3757] lr: 1.000e-03, eta: 2 days, 16:13:23, time: 1.793, data_time: 0.109, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8531, loss_cls: 1.3450, loss: 1.3450, grad_norm: 7.9350 2020-07-30 23:30:01,621 - mmaction - INFO - Epoch [69][1920/3757] lr: 1.000e-03, eta: 2 days, 16:12:44, time: 1.908, data_time: 0.023, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8516, loss_cls: 1.4154, loss: 1.4154, grad_norm: 8.3452 2020-07-30 23:30:43,121 - mmaction - INFO - Epoch [69][1940/3757] lr: 1.000e-03, eta: 2 days, 16:12:06, time: 2.072, data_time: 0.077, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8680, loss_cls: 1.3125, loss: 1.3125, grad_norm: 7.9618 2020-07-30 23:31:23,308 - mmaction - INFO - Epoch [69][1960/3757] lr: 1.000e-03, eta: 2 days, 16:11:27, time: 2.006, data_time: 0.049, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8805, loss_cls: 1.2877, loss: 1.2877, grad_norm: 7.8124 2020-07-30 23:32:04,942 - mmaction - INFO - Epoch [69][1980/3757] lr: 1.000e-03, eta: 2 days, 16:10:49, time: 2.082, data_time: 0.011, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8469, loss_cls: 1.4544, loss: 1.4544, grad_norm: 8.4257 2020-07-30 23:32:41,549 - mmaction - INFO - Epoch [69][2000/3757] lr: 1.000e-03, eta: 2 days, 16:10:09, time: 1.837, data_time: 0.011, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8820, loss_cls: 1.2649, loss: 1.2649, grad_norm: 7.8107 2020-07-30 23:33:23,345 - mmaction - INFO - Epoch [69][2020/3757] lr: 1.000e-03, eta: 2 days, 16:09:31, time: 2.087, data_time: 0.040, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8531, loss_cls: 1.3997, loss: 1.3997, grad_norm: 8.1479 2020-07-30 23:34:00,634 - mmaction - INFO - Epoch [69][2040/3757] lr: 1.000e-03, eta: 2 days, 16:08:51, time: 1.862, data_time: 0.503, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8555, loss_cls: 1.3772, loss: 1.3772, grad_norm: 8.0045 2020-07-30 23:34:36,644 - mmaction - INFO - Epoch [69][2060/3757] lr: 1.000e-03, eta: 2 days, 16:08:11, time: 1.800, data_time: 0.737, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8727, loss_cls: 1.3448, loss: 1.3448, grad_norm: 8.1465 2020-07-30 23:35:17,112 - mmaction - INFO - Epoch [69][2080/3757] lr: 1.000e-03, eta: 2 days, 16:07:32, time: 2.021, data_time: 0.280, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8469, loss_cls: 1.4160, loss: 1.4160, grad_norm: 8.1606 2020-07-30 23:35:55,720 - mmaction - INFO - Epoch [69][2100/3757] lr: 1.000e-03, eta: 2 days, 16:06:53, time: 1.939, data_time: 0.011, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8562, loss_cls: 1.3679, loss: 1.3679, grad_norm: 8.0650 2020-07-30 23:36:33,078 - mmaction - INFO - Epoch [69][2120/3757] lr: 1.000e-03, eta: 2 days, 16:06:13, time: 1.867, data_time: 0.002, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8539, loss_cls: 1.3571, loss: 1.3571, grad_norm: 8.0231 2020-07-30 23:37:12,353 - mmaction - INFO - Epoch [69][2140/3757] lr: 1.000e-03, eta: 2 days, 16:05:34, time: 1.958, data_time: 0.099, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8594, loss_cls: 1.3395, loss: 1.3395, grad_norm: 7.9580 2020-07-30 23:37:53,519 - mmaction - INFO - Epoch [69][2160/3757] lr: 1.000e-03, eta: 2 days, 16:04:56, time: 2.064, data_time: 0.088, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8398, loss_cls: 1.4080, loss: 1.4080, grad_norm: 7.8782 2020-07-30 23:38:28,793 - mmaction - INFO - Epoch [69][2180/3757] lr: 1.000e-03, eta: 2 days, 16:04:15, time: 1.762, data_time: 0.008, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8727, loss_cls: 1.3082, loss: 1.3082, grad_norm: 7.9145 2020-07-30 23:39:09,230 - mmaction - INFO - Epoch [69][2200/3757] lr: 1.000e-03, eta: 2 days, 16:03:37, time: 2.023, data_time: 0.008, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8414, loss_cls: 1.4744, loss: 1.4744, grad_norm: 8.2582 2020-07-30 23:39:50,797 - mmaction - INFO - Epoch [69][2220/3757] lr: 1.000e-03, eta: 2 days, 16:02:59, time: 2.074, data_time: 0.008, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8734, loss_cls: 1.2717, loss: 1.2717, grad_norm: 7.8806 2020-07-30 23:40:30,406 - mmaction - INFO - Epoch [69][2240/3757] lr: 1.000e-03, eta: 2 days, 16:02:20, time: 1.978, data_time: 0.009, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8539, loss_cls: 1.4279, loss: 1.4279, grad_norm: 8.1039 2020-07-30 23:41:08,920 - mmaction - INFO - Epoch [69][2260/3757] lr: 1.000e-03, eta: 2 days, 16:01:41, time: 1.933, data_time: 0.011, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8602, loss_cls: 1.3864, loss: 1.3864, grad_norm: 7.9273 2020-07-30 23:41:43,074 - mmaction - INFO - Epoch [69][2280/3757] lr: 1.000e-03, eta: 2 days, 16:00:59, time: 1.709, data_time: 0.009, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8547, loss_cls: 1.3751, loss: 1.3751, grad_norm: 8.1977 2020-07-30 23:42:23,444 - mmaction - INFO - Epoch [69][2300/3757] lr: 1.000e-03, eta: 2 days, 16:00:21, time: 2.015, data_time: 0.003, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8570, loss_cls: 1.3852, loss: 1.3852, grad_norm: 7.9593 2020-07-30 23:43:04,544 - mmaction - INFO - Epoch [69][2320/3757] lr: 1.000e-03, eta: 2 days, 15:59:43, time: 2.056, data_time: 0.106, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8484, loss_cls: 1.3242, loss: 1.3242, grad_norm: 7.8357 2020-07-30 23:43:41,175 - mmaction - INFO - Epoch [69][2340/3757] lr: 1.000e-03, eta: 2 days, 15:59:02, time: 1.831, data_time: 0.004, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8594, loss_cls: 1.3500, loss: 1.3500, grad_norm: 7.7538 2020-07-30 23:44:21,277 - mmaction - INFO - Epoch [69][2360/3757] lr: 1.000e-03, eta: 2 days, 15:58:24, time: 2.008, data_time: 0.017, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8523, loss_cls: 1.3840, loss: 1.3840, grad_norm: 7.8138 2020-07-30 23:45:00,595 - mmaction - INFO - Epoch [69][2380/3757] lr: 1.000e-03, eta: 2 days, 15:57:45, time: 1.960, data_time: 0.002, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8562, loss_cls: 1.3718, loss: 1.3718, grad_norm: 8.0716 2020-07-30 23:45:32,825 - mmaction - INFO - Epoch [69][2400/3757] lr: 1.000e-03, eta: 2 days, 15:57:03, time: 1.610, data_time: 0.012, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8516, loss_cls: 1.3989, loss: 1.3989, grad_norm: 8.3593 2020-07-30 23:46:13,713 - mmaction - INFO - Epoch [69][2420/3757] lr: 1.000e-03, eta: 2 days, 15:56:24, time: 2.051, data_time: 0.041, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8500, loss_cls: 1.3880, loss: 1.3880, grad_norm: 8.1321 2020-07-30 23:46:48,371 - mmaction - INFO - Epoch [69][2440/3757] lr: 1.000e-03, eta: 2 days, 15:55:43, time: 1.733, data_time: 0.004, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8633, loss_cls: 1.4055, loss: 1.4055, grad_norm: 8.2632 2020-07-30 23:47:30,320 - mmaction - INFO - Epoch [69][2460/3757] lr: 1.000e-03, eta: 2 days, 15:55:05, time: 2.090, data_time: 0.009, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8602, loss_cls: 1.3338, loss: 1.3338, grad_norm: 7.9468 2020-07-30 23:48:06,940 - mmaction - INFO - Epoch [69][2480/3757] lr: 1.000e-03, eta: 2 days, 15:54:25, time: 1.837, data_time: 0.103, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8727, loss_cls: 1.3151, loss: 1.3151, grad_norm: 8.0530 2020-07-30 23:48:47,715 - mmaction - INFO - Epoch [69][2500/3757] lr: 1.000e-03, eta: 2 days, 15:53:47, time: 2.040, data_time: 0.053, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8617, loss_cls: 1.4585, loss: 1.4585, grad_norm: 8.3634 2020-07-30 23:49:24,725 - mmaction - INFO - Epoch [69][2520/3757] lr: 1.000e-03, eta: 2 days, 15:53:07, time: 1.849, data_time: 0.511, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8547, loss_cls: 1.3914, loss: 1.3914, grad_norm: 8.1719 2020-07-30 23:50:04,851 - mmaction - INFO - Epoch [69][2540/3757] lr: 1.000e-03, eta: 2 days, 15:52:28, time: 2.007, data_time: 0.566, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8422, loss_cls: 1.3962, loss: 1.3962, grad_norm: 8.0544 2020-07-30 23:50:44,247 - mmaction - INFO - Epoch [69][2560/3757] lr: 1.000e-03, eta: 2 days, 15:51:49, time: 1.971, data_time: 0.695, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8758, loss_cls: 1.3332, loss: 1.3332, grad_norm: 8.3709 2020-07-30 23:51:22,883 - mmaction - INFO - Epoch [69][2580/3757] lr: 1.000e-03, eta: 2 days, 15:51:10, time: 1.929, data_time: 0.952, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8539, loss_cls: 1.3806, loss: 1.3806, grad_norm: 7.9472 2020-07-30 23:52:01,813 - mmaction - INFO - Epoch [69][2600/3757] lr: 1.000e-03, eta: 2 days, 15:50:31, time: 1.948, data_time: 1.271, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8688, loss_cls: 1.3262, loss: 1.3262, grad_norm: 7.9795 2020-07-30 23:52:42,168 - mmaction - INFO - Epoch [69][2620/3757] lr: 1.000e-03, eta: 2 days, 15:49:52, time: 2.019, data_time: 0.307, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8617, loss_cls: 1.3291, loss: 1.3291, grad_norm: 8.0140 2020-07-30 23:53:19,341 - mmaction - INFO - Epoch [69][2640/3757] lr: 1.000e-03, eta: 2 days, 15:49:13, time: 1.859, data_time: 0.003, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8648, loss_cls: 1.3332, loss: 1.3332, grad_norm: 7.7700 2020-07-30 23:53:59,095 - mmaction - INFO - Epoch [69][2660/3757] lr: 1.000e-03, eta: 2 days, 15:48:34, time: 1.979, data_time: 0.014, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8461, loss_cls: 1.4595, loss: 1.4595, grad_norm: 8.0548 2020-07-30 23:54:41,370 - mmaction - INFO - Epoch [69][2680/3757] lr: 1.000e-03, eta: 2 days, 15:47:56, time: 2.121, data_time: 0.021, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8500, loss_cls: 1.4234, loss: 1.4234, grad_norm: 8.0850 2020-07-30 23:55:17,344 - mmaction - INFO - Epoch [69][2700/3757] lr: 1.000e-03, eta: 2 days, 15:47:16, time: 1.799, data_time: 0.360, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8711, loss_cls: 1.2931, loss: 1.2931, grad_norm: 7.9180 2020-07-30 23:55:58,125 - mmaction - INFO - Epoch [69][2720/3757] lr: 1.000e-03, eta: 2 days, 15:46:37, time: 2.039, data_time: 0.032, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8484, loss_cls: 1.4058, loss: 1.4058, grad_norm: 8.1387 2020-07-30 23:56:35,513 - mmaction - INFO - Epoch [69][2740/3757] lr: 1.000e-03, eta: 2 days, 15:45:57, time: 1.866, data_time: 0.013, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8570, loss_cls: 1.3791, loss: 1.3791, grad_norm: 8.3794 2020-07-30 23:57:16,956 - mmaction - INFO - Epoch [69][2760/3757] lr: 1.000e-03, eta: 2 days, 15:45:19, time: 2.075, data_time: 0.014, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8523, loss_cls: 1.3985, loss: 1.3985, grad_norm: 8.0738 2020-07-30 23:57:55,253 - mmaction - INFO - Epoch [69][2780/3757] lr: 1.000e-03, eta: 2 days, 15:44:40, time: 1.914, data_time: 0.007, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8648, loss_cls: 1.3662, loss: 1.3662, grad_norm: 8.0908 2020-07-30 23:58:32,388 - mmaction - INFO - Epoch [69][2800/3757] lr: 1.000e-03, eta: 2 days, 15:44:00, time: 1.854, data_time: 0.009, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8703, loss_cls: 1.3154, loss: 1.3154, grad_norm: 7.8682 2020-07-30 23:59:13,166 - mmaction - INFO - Epoch [69][2820/3757] lr: 1.000e-03, eta: 2 days, 15:43:22, time: 2.044, data_time: 0.009, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8516, loss_cls: 1.4276, loss: 1.4276, grad_norm: 8.2820 2020-07-30 23:59:52,682 - mmaction - INFO - Epoch [69][2840/3757] lr: 1.000e-03, eta: 2 days, 15:42:43, time: 1.971, data_time: 0.008, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8625, loss_cls: 1.3215, loss: 1.3215, grad_norm: 7.8694 2020-07-31 00:00:30,761 - mmaction - INFO - Epoch [69][2860/3757] lr: 1.000e-03, eta: 2 days, 15:42:03, time: 1.892, data_time: 0.136, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8711, loss_cls: 1.3205, loss: 1.3205, grad_norm: 8.0229 2020-07-31 00:01:09,386 - mmaction - INFO - Epoch [69][2880/3757] lr: 1.000e-03, eta: 2 days, 15:41:24, time: 1.948, data_time: 0.030, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8680, loss_cls: 1.3136, loss: 1.3136, grad_norm: 7.7448 2020-07-31 00:01:47,826 - mmaction - INFO - Epoch [69][2900/3757] lr: 1.000e-03, eta: 2 days, 15:40:45, time: 1.915, data_time: 0.008, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8602, loss_cls: 1.4135, loss: 1.4135, grad_norm: 8.4964 2020-07-31 00:02:28,639 - mmaction - INFO - Epoch [69][2920/3757] lr: 1.000e-03, eta: 2 days, 15:40:06, time: 2.044, data_time: 0.009, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8617, loss_cls: 1.3420, loss: 1.3420, grad_norm: 8.1300 2020-07-31 00:03:07,723 - mmaction - INFO - Epoch [69][2940/3757] lr: 1.000e-03, eta: 2 days, 15:39:27, time: 1.957, data_time: 0.427, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8531, loss_cls: 1.4828, loss: 1.4828, grad_norm: 8.3573 2020-07-31 00:03:46,930 - mmaction - INFO - Epoch [69][2960/3757] lr: 1.000e-03, eta: 2 days, 15:38:48, time: 1.959, data_time: 0.026, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8648, loss_cls: 1.2938, loss: 1.2938, grad_norm: 7.8633 2020-07-31 00:04:24,768 - mmaction - INFO - Epoch [69][2980/3757] lr: 1.000e-03, eta: 2 days, 15:38:09, time: 1.893, data_time: 0.008, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8500, loss_cls: 1.3859, loss: 1.3859, grad_norm: 8.1313 2020-07-31 00:05:03,918 - mmaction - INFO - Epoch [69][3000/3757] lr: 1.000e-03, eta: 2 days, 15:37:30, time: 1.957, data_time: 0.004, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8648, loss_cls: 1.3297, loss: 1.3297, grad_norm: 7.9510 2020-07-31 00:05:44,300 - mmaction - INFO - Epoch [69][3020/3757] lr: 1.000e-03, eta: 2 days, 15:36:51, time: 2.020, data_time: 0.004, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8562, loss_cls: 1.4042, loss: 1.4042, grad_norm: 8.3723 2020-07-31 00:06:22,312 - mmaction - INFO - Epoch [69][3040/3757] lr: 1.000e-03, eta: 2 days, 15:36:12, time: 1.892, data_time: 0.009, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8469, loss_cls: 1.4111, loss: 1.4111, grad_norm: 8.4703 2020-07-31 00:07:01,126 - mmaction - INFO - Epoch [69][3060/3757] lr: 1.000e-03, eta: 2 days, 15:35:32, time: 1.948, data_time: 0.011, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8680, loss_cls: 1.3686, loss: 1.3686, grad_norm: 7.9839 2020-07-31 00:07:42,611 - mmaction - INFO - Epoch [69][3080/3757] lr: 1.000e-03, eta: 2 days, 15:34:54, time: 2.074, data_time: 0.008, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8633, loss_cls: 1.3638, loss: 1.3638, grad_norm: 8.5311 2020-07-31 00:08:21,009 - mmaction - INFO - Epoch [69][3100/3757] lr: 1.000e-03, eta: 2 days, 15:34:15, time: 1.921, data_time: 0.004, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8492, loss_cls: 1.3934, loss: 1.3934, grad_norm: 8.0601 2020-07-31 00:08:58,490 - mmaction - INFO - Epoch [69][3120/3757] lr: 1.000e-03, eta: 2 days, 15:33:35, time: 1.867, data_time: 0.007, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8578, loss_cls: 1.4079, loss: 1.4079, grad_norm: 8.1592 2020-07-31 00:09:35,984 - mmaction - INFO - Epoch [69][3140/3757] lr: 1.000e-03, eta: 2 days, 15:32:55, time: 1.881, data_time: 0.009, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8539, loss_cls: 1.3814, loss: 1.3814, grad_norm: 8.2285 2020-07-31 00:10:18,082 - mmaction - INFO - Epoch [69][3160/3757] lr: 1.000e-03, eta: 2 days, 15:32:18, time: 2.100, data_time: 0.008, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8609, loss_cls: 1.3704, loss: 1.3704, grad_norm: 8.1868 2020-07-31 00:10:54,655 - mmaction - INFO - Epoch [69][3180/3757] lr: 1.000e-03, eta: 2 days, 15:31:37, time: 1.834, data_time: 0.079, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8594, loss_cls: 1.3620, loss: 1.3620, grad_norm: 8.0087 2020-07-31 00:11:32,392 - mmaction - INFO - Epoch [69][3200/3757] lr: 1.000e-03, eta: 2 days, 15:30:58, time: 1.882, data_time: 0.008, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8367, loss_cls: 1.4484, loss: 1.4484, grad_norm: 8.3136 2020-07-31 00:12:11,398 - mmaction - INFO - Epoch [69][3220/3757] lr: 1.000e-03, eta: 2 days, 15:30:19, time: 1.955, data_time: 0.085, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8555, loss_cls: 1.3490, loss: 1.3490, grad_norm: 7.8556 2020-07-31 00:12:53,464 - mmaction - INFO - Epoch [69][3240/3757] lr: 1.000e-03, eta: 2 days, 15:29:41, time: 2.094, data_time: 0.064, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8680, loss_cls: 1.2767, loss: 1.2767, grad_norm: 7.7474 2020-07-31 00:13:28,822 - mmaction - INFO - Epoch [69][3260/3757] lr: 1.000e-03, eta: 2 days, 15:29:00, time: 1.776, data_time: 0.364, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8641, loss_cls: 1.3014, loss: 1.3014, grad_norm: 7.8485 2020-07-31 00:14:11,477 - mmaction - INFO - Epoch [69][3280/3757] lr: 1.000e-03, eta: 2 days, 15:28:23, time: 2.134, data_time: 0.448, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8586, loss_cls: 1.3981, loss: 1.3981, grad_norm: 8.0894 2020-07-31 00:14:47,048 - mmaction - INFO - Epoch [69][3300/3757] lr: 1.000e-03, eta: 2 days, 15:27:42, time: 1.779, data_time: 0.002, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8633, loss_cls: 1.3238, loss: 1.3238, grad_norm: 8.1086 2020-07-31 00:15:24,063 - mmaction - INFO - Epoch [69][3320/3757] lr: 1.000e-03, eta: 2 days, 15:27:02, time: 1.845, data_time: 0.085, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8820, loss_cls: 1.2779, loss: 1.2779, grad_norm: 7.7289 2020-07-31 00:16:03,684 - mmaction - INFO - Epoch [69][3340/3757] lr: 1.000e-03, eta: 2 days, 15:26:23, time: 1.986, data_time: 0.193, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8508, loss_cls: 1.4339, loss: 1.4339, grad_norm: 8.3382 2020-07-31 00:16:43,578 - mmaction - INFO - Epoch [69][3360/3757] lr: 1.000e-03, eta: 2 days, 15:25:45, time: 1.995, data_time: 0.007, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8469, loss_cls: 1.4497, loss: 1.4497, grad_norm: 8.3065 2020-07-31 00:17:22,561 - mmaction - INFO - Epoch [69][3380/3757] lr: 1.000e-03, eta: 2 days, 15:25:05, time: 1.949, data_time: 0.004, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8562, loss_cls: 1.3653, loss: 1.3653, grad_norm: 8.0453 2020-07-31 00:18:02,419 - mmaction - INFO - Epoch [69][3400/3757] lr: 1.000e-03, eta: 2 days, 15:24:27, time: 1.982, data_time: 0.009, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8531, loss_cls: 1.3654, loss: 1.3654, grad_norm: 7.6539 2020-07-31 00:18:38,240 - mmaction - INFO - Epoch [69][3420/3757] lr: 1.000e-03, eta: 2 days, 15:23:46, time: 1.802, data_time: 0.013, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8539, loss_cls: 1.3404, loss: 1.3404, grad_norm: 7.8146 2020-07-31 00:19:22,047 - mmaction - INFO - Epoch [69][3440/3757] lr: 1.000e-03, eta: 2 days, 15:23:09, time: 2.190, data_time: 0.011, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8453, loss_cls: 1.4835, loss: 1.4835, grad_norm: 8.2194 2020-07-31 00:20:01,281 - mmaction - INFO - Epoch [69][3460/3757] lr: 1.000e-03, eta: 2 days, 15:22:30, time: 1.960, data_time: 0.002, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8656, loss_cls: 1.4021, loss: 1.4021, grad_norm: 8.1441 2020-07-31 00:20:38,428 - mmaction - INFO - Epoch [69][3480/3757] lr: 1.000e-03, eta: 2 days, 15:21:50, time: 1.856, data_time: 0.009, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8609, loss_cls: 1.3421, loss: 1.3421, grad_norm: 8.0244 2020-07-31 00:21:16,776 - mmaction - INFO - Epoch [69][3500/3757] lr: 1.000e-03, eta: 2 days, 15:21:11, time: 1.919, data_time: 0.008, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8688, loss_cls: 1.3471, loss: 1.3471, grad_norm: 8.0682 2020-07-31 00:21:57,186 - mmaction - INFO - Epoch [69][3520/3757] lr: 1.000e-03, eta: 2 days, 15:20:32, time: 2.017, data_time: 0.009, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8578, loss_cls: 1.3916, loss: 1.3916, grad_norm: 8.0649 2020-07-31 00:22:39,480 - mmaction - INFO - Epoch [69][3540/3757] lr: 1.000e-03, eta: 2 days, 15:19:55, time: 2.118, data_time: 0.010, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8539, loss_cls: 1.3658, loss: 1.3658, grad_norm: 8.1220 2020-07-31 00:23:15,611 - mmaction - INFO - Epoch [69][3560/3757] lr: 1.000e-03, eta: 2 days, 15:19:14, time: 1.799, data_time: 0.009, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8492, loss_cls: 1.4032, loss: 1.4032, grad_norm: 8.0666 2020-07-31 00:23:51,827 - mmaction - INFO - Epoch [69][3580/3757] lr: 1.000e-03, eta: 2 days, 15:18:34, time: 1.814, data_time: 0.521, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8680, loss_cls: 1.3240, loss: 1.3240, grad_norm: 8.2464 2020-07-31 00:24:30,722 - mmaction - INFO - Epoch [69][3600/3757] lr: 1.000e-03, eta: 2 days, 15:17:55, time: 1.943, data_time: 0.157, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8578, loss_cls: 1.3635, loss: 1.3635, grad_norm: 8.1062 2020-07-31 00:25:09,074 - mmaction - INFO - Epoch [69][3620/3757] lr: 1.000e-03, eta: 2 days, 15:17:15, time: 1.925, data_time: 0.392, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8617, loss_cls: 1.3666, loss: 1.3666, grad_norm: 8.1575 2020-07-31 00:25:50,863 - mmaction - INFO - Epoch [69][3640/3757] lr: 1.000e-03, eta: 2 days, 15:16:37, time: 2.087, data_time: 1.493, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8602, loss_cls: 1.3395, loss: 1.3395, grad_norm: 7.9618 2020-07-31 00:26:26,919 - mmaction - INFO - Epoch [69][3660/3757] lr: 1.000e-03, eta: 2 days, 15:15:57, time: 1.798, data_time: 1.235, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8688, loss_cls: 1.2978, loss: 1.2978, grad_norm: 7.9958 2020-07-31 00:27:04,174 - mmaction - INFO - Epoch [69][3680/3757] lr: 1.000e-03, eta: 2 days, 15:15:17, time: 1.868, data_time: 0.439, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8648, loss_cls: 1.2996, loss: 1.2996, grad_norm: 7.7198 2020-07-31 00:27:42,676 - mmaction - INFO - Epoch [69][3700/3757] lr: 1.000e-03, eta: 2 days, 15:14:38, time: 1.920, data_time: 0.144, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8594, loss_cls: 1.4202, loss: 1.4202, grad_norm: 8.4425 2020-07-31 00:28:22,146 - mmaction - INFO - Epoch [69][3720/3757] lr: 1.000e-03, eta: 2 days, 15:13:59, time: 1.977, data_time: 0.103, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8492, loss_cls: 1.4015, loss: 1.4015, grad_norm: 8.1074 2020-07-31 00:29:01,972 - mmaction - INFO - Epoch [69][3740/3757] lr: 1.000e-03, eta: 2 days, 15:13:20, time: 1.994, data_time: 0.165, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8586, loss_cls: 1.3948, loss: 1.3948, grad_norm: 8.0928 2020-07-31 00:29:27,871 - mmaction - INFO - Saving checkpoint at 69 epochs 2020-07-31 00:30:25,063 - mmaction - INFO - Epoch [70][20/3757] lr: 1.000e-03, eta: 2 days, 15:12:00, time: 2.755, data_time: 1.107, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8680, loss_cls: 1.3164, loss: 1.3164, grad_norm: 7.9983 2020-07-31 00:31:03,759 - mmaction - INFO - Epoch [70][40/3757] lr: 1.000e-03, eta: 2 days, 15:11:21, time: 1.943, data_time: 0.337, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8609, loss_cls: 1.3859, loss: 1.3859, grad_norm: 8.1503 2020-07-31 00:31:46,108 - mmaction - INFO - Epoch [70][60/3757] lr: 1.000e-03, eta: 2 days, 15:10:43, time: 2.115, data_time: 0.695, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8547, loss_cls: 1.3793, loss: 1.3793, grad_norm: 8.1265 2020-07-31 00:32:22,408 - mmaction - INFO - Epoch [70][80/3757] lr: 1.000e-03, eta: 2 days, 15:10:03, time: 1.817, data_time: 0.764, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8406, loss_cls: 1.4341, loss: 1.4341, grad_norm: 7.9121 2020-07-31 00:33:02,253 - mmaction - INFO - Epoch [70][100/3757] lr: 1.000e-03, eta: 2 days, 15:09:24, time: 1.989, data_time: 0.590, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.4044, loss: 1.4044, grad_norm: 8.1389 2020-07-31 00:33:41,692 - mmaction - INFO - Epoch [70][120/3757] lr: 1.000e-03, eta: 2 days, 15:08:45, time: 1.973, data_time: 0.330, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8602, loss_cls: 1.3997, loss: 1.3997, grad_norm: 8.2237 2020-07-31 00:34:22,228 - mmaction - INFO - Epoch [70][140/3757] lr: 1.000e-03, eta: 2 days, 15:08:07, time: 2.023, data_time: 0.229, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8586, loss_cls: 1.3803, loss: 1.3803, grad_norm: 8.1727 2020-07-31 00:35:00,399 - mmaction - INFO - Epoch [70][160/3757] lr: 1.000e-03, eta: 2 days, 15:07:27, time: 1.909, data_time: 0.012, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8727, loss_cls: 1.2399, loss: 1.2399, grad_norm: 7.8061 2020-07-31 00:35:39,535 - mmaction - INFO - Epoch [70][180/3757] lr: 1.000e-03, eta: 2 days, 15:06:48, time: 1.963, data_time: 0.009, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8562, loss_cls: 1.4010, loss: 1.4010, grad_norm: 8.2423 2020-07-31 00:36:20,814 - mmaction - INFO - Epoch [70][200/3757] lr: 1.000e-03, eta: 2 days, 15:06:10, time: 2.057, data_time: 0.009, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8398, loss_cls: 1.4204, loss: 1.4204, grad_norm: 8.0335 2020-07-31 00:37:00,364 - mmaction - INFO - Epoch [70][220/3757] lr: 1.000e-03, eta: 2 days, 15:05:31, time: 1.984, data_time: 0.047, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8664, loss_cls: 1.3516, loss: 1.3516, grad_norm: 7.9310 2020-07-31 00:37:42,662 - mmaction - INFO - Epoch [70][240/3757] lr: 1.000e-03, eta: 2 days, 15:04:54, time: 2.108, data_time: 0.009, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8711, loss_cls: 1.3276, loss: 1.3276, grad_norm: 8.0624 2020-07-31 00:38:21,430 - mmaction - INFO - Epoch [70][260/3757] lr: 1.000e-03, eta: 2 days, 15:04:15, time: 1.945, data_time: 0.010, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8719, loss_cls: 1.2813, loss: 1.2813, grad_norm: 8.0618 2020-07-31 00:39:01,032 - mmaction - INFO - Epoch [70][280/3757] lr: 1.000e-03, eta: 2 days, 15:03:36, time: 1.971, data_time: 0.003, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8656, loss_cls: 1.3178, loss: 1.3178, grad_norm: 8.0919 2020-07-31 00:39:40,517 - mmaction - INFO - Epoch [70][300/3757] lr: 1.000e-03, eta: 2 days, 15:02:57, time: 1.983, data_time: 0.012, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8523, loss_cls: 1.3935, loss: 1.3935, grad_norm: 8.1703 2020-07-31 00:40:14,844 - mmaction - INFO - Epoch [70][320/3757] lr: 1.000e-03, eta: 2 days, 15:02:16, time: 1.714, data_time: 0.009, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8516, loss_cls: 1.4422, loss: 1.4422, grad_norm: 8.2465 2020-07-31 00:40:55,223 - mmaction - INFO - Epoch [70][340/3757] lr: 1.000e-03, eta: 2 days, 15:01:37, time: 2.023, data_time: 0.090, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8641, loss_cls: 1.3085, loss: 1.3085, grad_norm: 7.7718 2020-07-31 00:41:32,766 - mmaction - INFO - Epoch [70][360/3757] lr: 1.000e-03, eta: 2 days, 15:00:57, time: 1.868, data_time: 0.007, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8555, loss_cls: 1.3928, loss: 1.3928, grad_norm: 8.2114 2020-07-31 00:42:15,062 - mmaction - INFO - Epoch [70][380/3757] lr: 1.000e-03, eta: 2 days, 15:00:20, time: 2.116, data_time: 0.011, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8766, loss_cls: 1.2996, loss: 1.2996, grad_norm: 7.6991 2020-07-31 00:42:52,752 - mmaction - INFO - Epoch [70][400/3757] lr: 1.000e-03, eta: 2 days, 14:59:40, time: 1.891, data_time: 0.010, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8523, loss_cls: 1.4220, loss: 1.4220, grad_norm: 8.1917 2020-07-31 00:43:30,854 - mmaction - INFO - Epoch [70][420/3757] lr: 1.000e-03, eta: 2 days, 14:59:01, time: 1.904, data_time: 0.010, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8500, loss_cls: 1.4244, loss: 1.4244, grad_norm: 8.2230 2020-07-31 00:44:11,305 - mmaction - INFO - Epoch [70][440/3757] lr: 1.000e-03, eta: 2 days, 14:58:22, time: 2.024, data_time: 0.007, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8648, loss_cls: 1.3320, loss: 1.3320, grad_norm: 8.0071 2020-07-31 00:44:51,512 - mmaction - INFO - Epoch [70][460/3757] lr: 1.000e-03, eta: 2 days, 14:57:44, time: 2.011, data_time: 0.003, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8555, loss_cls: 1.3626, loss: 1.3626, grad_norm: 8.0782 2020-07-31 00:45:30,064 - mmaction - INFO - Epoch [70][480/3757] lr: 1.000e-03, eta: 2 days, 14:57:04, time: 1.925, data_time: 0.008, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8562, loss_cls: 1.3913, loss: 1.3913, grad_norm: 8.1788 2020-07-31 00:46:07,390 - mmaction - INFO - Epoch [70][500/3757] lr: 1.000e-03, eta: 2 days, 14:56:24, time: 1.868, data_time: 0.011, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8734, loss_cls: 1.3335, loss: 1.3335, grad_norm: 8.1191 2020-07-31 00:46:47,250 - mmaction - INFO - Epoch [70][520/3757] lr: 1.000e-03, eta: 2 days, 14:55:46, time: 1.994, data_time: 0.010, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8453, loss_cls: 1.4541, loss: 1.4541, grad_norm: 8.2171 2020-07-31 00:47:27,791 - mmaction - INFO - Epoch [70][540/3757] lr: 1.000e-03, eta: 2 days, 14:55:07, time: 2.027, data_time: 0.004, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8500, loss_cls: 1.3851, loss: 1.3851, grad_norm: 8.3986 2020-07-31 00:48:05,654 - mmaction - INFO - Epoch [70][560/3757] lr: 1.000e-03, eta: 2 days, 14:54:28, time: 1.894, data_time: 0.008, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8656, loss_cls: 1.2970, loss: 1.2970, grad_norm: 7.9355 2020-07-31 00:48:45,303 - mmaction - INFO - Epoch [70][580/3757] lr: 1.000e-03, eta: 2 days, 14:53:49, time: 1.980, data_time: 0.002, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8734, loss_cls: 1.3082, loss: 1.3082, grad_norm: 7.9818 2020-07-31 00:49:26,184 - mmaction - INFO - Epoch [70][600/3757] lr: 1.000e-03, eta: 2 days, 14:53:10, time: 2.043, data_time: 0.185, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8633, loss_cls: 1.3320, loss: 1.3320, grad_norm: 8.2544 2020-07-31 00:50:04,434 - mmaction - INFO - Epoch [70][620/3757] lr: 1.000e-03, eta: 2 days, 14:52:31, time: 1.914, data_time: 0.104, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8742, loss_cls: 1.3337, loss: 1.3337, grad_norm: 8.1765 2020-07-31 00:50:40,139 - mmaction - INFO - Epoch [70][640/3757] lr: 1.000e-03, eta: 2 days, 14:51:50, time: 1.787, data_time: 0.115, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8516, loss_cls: 1.3614, loss: 1.3614, grad_norm: 8.2708 2020-07-31 00:51:21,399 - mmaction - INFO - Epoch [70][660/3757] lr: 1.000e-03, eta: 2 days, 14:51:12, time: 2.053, data_time: 0.044, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8766, loss_cls: 1.3123, loss: 1.3123, grad_norm: 8.1768 2020-07-31 00:52:02,009 - mmaction - INFO - Epoch [70][680/3757] lr: 1.000e-03, eta: 2 days, 14:50:34, time: 2.040, data_time: 0.012, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8586, loss_cls: 1.3040, loss: 1.3040, grad_norm: 7.9478 2020-07-31 00:52:44,119 - mmaction - INFO - Epoch [70][700/3757] lr: 1.000e-03, eta: 2 days, 14:49:56, time: 2.105, data_time: 0.009, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8711, loss_cls: 1.3249, loss: 1.3249, grad_norm: 8.2164 2020-07-31 00:53:17,623 - mmaction - INFO - Epoch [70][720/3757] lr: 1.000e-03, eta: 2 days, 14:49:15, time: 1.675, data_time: 0.126, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8641, loss_cls: 1.3423, loss: 1.3423, grad_norm: 8.0254 2020-07-31 00:54:02,585 - mmaction - INFO - Epoch [70][740/3757] lr: 1.000e-03, eta: 2 days, 14:48:38, time: 2.243, data_time: 0.038, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8656, loss_cls: 1.3259, loss: 1.3259, grad_norm: 8.1242 2020-07-31 00:54:40,822 - mmaction - INFO - Epoch [70][760/3757] lr: 1.000e-03, eta: 2 days, 14:47:59, time: 1.917, data_time: 0.010, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8727, loss_cls: 1.2990, loss: 1.2990, grad_norm: 8.0092 2020-07-31 00:55:18,105 - mmaction - INFO - Epoch [70][780/3757] lr: 1.000e-03, eta: 2 days, 14:47:19, time: 1.859, data_time: 0.008, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8617, loss_cls: 1.3507, loss: 1.3507, grad_norm: 8.1779 2020-07-31 00:55:59,871 - mmaction - INFO - Epoch [70][800/3757] lr: 1.000e-03, eta: 2 days, 14:46:41, time: 2.093, data_time: 0.009, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8680, loss_cls: 1.3102, loss: 1.3102, grad_norm: 8.1926 2020-07-31 00:56:39,601 - mmaction - INFO - Epoch [70][820/3757] lr: 1.000e-03, eta: 2 days, 14:46:02, time: 1.987, data_time: 0.008, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8562, loss_cls: 1.3503, loss: 1.3503, grad_norm: 8.0024 2020-07-31 00:57:15,735 - mmaction - INFO - Epoch [70][840/3757] lr: 1.000e-03, eta: 2 days, 14:45:22, time: 1.804, data_time: 0.010, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8516, loss_cls: 1.3830, loss: 1.3830, grad_norm: 8.1060 2020-07-31 00:57:58,243 - mmaction - INFO - Epoch [70][860/3757] lr: 1.000e-03, eta: 2 days, 14:44:44, time: 2.121, data_time: 0.012, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8664, loss_cls: 1.2992, loss: 1.2992, grad_norm: 8.1339 2020-07-31 00:58:36,377 - mmaction - INFO - Epoch [70][880/3757] lr: 1.000e-03, eta: 2 days, 14:44:05, time: 1.912, data_time: 0.011, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8547, loss_cls: 1.3915, loss: 1.3915, grad_norm: 7.8546 2020-07-31 00:59:14,426 - mmaction - INFO - Epoch [70][900/3757] lr: 1.000e-03, eta: 2 days, 14:43:25, time: 1.895, data_time: 0.010, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8602, loss_cls: 1.3817, loss: 1.3817, grad_norm: 8.1810 2020-07-31 00:59:52,805 - mmaction - INFO - Epoch [70][920/3757] lr: 1.000e-03, eta: 2 days, 14:42:46, time: 1.928, data_time: 0.013, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8516, loss_cls: 1.3787, loss: 1.3787, grad_norm: 8.0052 2020-07-31 01:00:32,226 - mmaction - INFO - Epoch [70][940/3757] lr: 1.000e-03, eta: 2 days, 14:42:07, time: 1.949, data_time: 0.127, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8531, loss_cls: 1.3638, loss: 1.3638, grad_norm: 7.9251 2020-07-31 01:01:11,243 - mmaction - INFO - Epoch [70][960/3757] lr: 1.000e-03, eta: 2 days, 14:41:28, time: 1.971, data_time: 0.033, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8711, loss_cls: 1.3179, loss: 1.3179, grad_norm: 7.7044 2020-07-31 01:01:49,879 - mmaction - INFO - Epoch [70][980/3757] lr: 1.000e-03, eta: 2 days, 14:40:48, time: 1.927, data_time: 0.010, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8805, loss_cls: 1.2648, loss: 1.2648, grad_norm: 7.6806 2020-07-31 01:02:29,090 - mmaction - INFO - Epoch [70][1000/3757] lr: 1.000e-03, eta: 2 days, 14:40:09, time: 1.957, data_time: 0.009, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8695, loss_cls: 1.3097, loss: 1.3097, grad_norm: 8.0858 2020-07-31 01:03:07,650 - mmaction - INFO - Epoch [70][1020/3757] lr: 1.000e-03, eta: 2 days, 14:39:30, time: 1.929, data_time: 0.012, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8555, loss_cls: 1.3921, loss: 1.3921, grad_norm: 8.2352 2020-07-31 01:03:45,175 - mmaction - INFO - Epoch [70][1040/3757] lr: 1.000e-03, eta: 2 days, 14:38:50, time: 1.885, data_time: 0.011, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8703, loss_cls: 1.3168, loss: 1.3168, grad_norm: 8.0925 2020-07-31 01:04:25,413 - mmaction - INFO - Epoch [70][1060/3757] lr: 1.000e-03, eta: 2 days, 14:38:12, time: 2.005, data_time: 0.011, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8680, loss_cls: 1.3214, loss: 1.3214, grad_norm: 8.0766 2020-07-31 01:05:03,842 - mmaction - INFO - Epoch [70][1080/3757] lr: 1.000e-03, eta: 2 days, 14:37:33, time: 1.928, data_time: 0.114, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8469, loss_cls: 1.4106, loss: 1.4106, grad_norm: 8.1905 2020-07-31 01:05:42,436 - mmaction - INFO - Epoch [70][1100/3757] lr: 1.000e-03, eta: 2 days, 14:36:53, time: 1.929, data_time: 0.010, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8555, loss_cls: 1.3230, loss: 1.3230, grad_norm: 8.0472 2020-07-31 01:06:20,559 - mmaction - INFO - Epoch [70][1120/3757] lr: 1.000e-03, eta: 2 days, 14:36:14, time: 1.899, data_time: 0.009, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8508, loss_cls: 1.3918, loss: 1.3918, grad_norm: 8.1560 2020-07-31 01:07:01,674 - mmaction - INFO - Epoch [70][1140/3757] lr: 1.000e-03, eta: 2 days, 14:35:36, time: 2.062, data_time: 0.286, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8367, loss_cls: 1.4491, loss: 1.4491, grad_norm: 8.3164 2020-07-31 01:07:37,265 - mmaction - INFO - Epoch [70][1160/3757] lr: 1.000e-03, eta: 2 days, 14:34:55, time: 1.769, data_time: 0.209, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8648, loss_cls: 1.3306, loss: 1.3306, grad_norm: 7.9155 2020-07-31 01:08:17,047 - mmaction - INFO - Epoch [70][1180/3757] lr: 1.000e-03, eta: 2 days, 14:34:16, time: 2.000, data_time: 0.033, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8469, loss_cls: 1.4140, loss: 1.4140, grad_norm: 8.3254 2020-07-31 01:08:57,129 - mmaction - INFO - Epoch [70][1200/3757] lr: 1.000e-03, eta: 2 days, 14:33:38, time: 2.001, data_time: 0.215, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8500, loss_cls: 1.3832, loss: 1.3832, grad_norm: 8.2305 2020-07-31 01:09:37,684 - mmaction - INFO - Epoch [70][1220/3757] lr: 1.000e-03, eta: 2 days, 14:32:59, time: 2.031, data_time: 0.044, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8648, loss_cls: 1.3335, loss: 1.3335, grad_norm: 7.8543 2020-07-31 01:10:18,172 - mmaction - INFO - Epoch [70][1240/3757] lr: 1.000e-03, eta: 2 days, 14:32:21, time: 2.024, data_time: 0.180, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8625, loss_cls: 1.3043, loss: 1.3043, grad_norm: 8.0617 2020-07-31 01:10:55,901 - mmaction - INFO - Epoch [70][1260/3757] lr: 1.000e-03, eta: 2 days, 14:31:41, time: 1.885, data_time: 0.003, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8344, loss_cls: 1.4334, loss: 1.4334, grad_norm: 8.0686 2020-07-31 01:11:37,798 - mmaction - INFO - Epoch [70][1280/3757] lr: 1.000e-03, eta: 2 days, 14:31:03, time: 2.097, data_time: 0.010, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8625, loss_cls: 1.3380, loss: 1.3380, grad_norm: 7.9706 2020-07-31 01:12:14,845 - mmaction - INFO - Epoch [70][1300/3757] lr: 1.000e-03, eta: 2 days, 14:30:23, time: 1.852, data_time: 0.008, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8492, loss_cls: 1.4257, loss: 1.4257, grad_norm: 8.1252 2020-07-31 01:12:50,313 - mmaction - INFO - Epoch [70][1320/3757] lr: 1.000e-03, eta: 2 days, 14:29:42, time: 1.766, data_time: 0.120, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8508, loss_cls: 1.3984, loss: 1.3984, grad_norm: 8.1869 2020-07-31 01:13:31,175 - mmaction - INFO - Epoch [70][1340/3757] lr: 1.000e-03, eta: 2 days, 14:29:04, time: 2.047, data_time: 0.010, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8398, loss_cls: 1.4521, loss: 1.4521, grad_norm: 8.3185 2020-07-31 01:14:09,775 - mmaction - INFO - Epoch [70][1360/3757] lr: 1.000e-03, eta: 2 days, 14:28:25, time: 1.930, data_time: 0.014, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8547, loss_cls: 1.3460, loss: 1.3460, grad_norm: 8.1100 2020-07-31 01:14:52,063 - mmaction - INFO - Epoch [70][1380/3757] lr: 1.000e-03, eta: 2 days, 14:27:47, time: 2.116, data_time: 0.012, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8602, loss_cls: 1.3667, loss: 1.3667, grad_norm: 8.2008 2020-07-31 01:15:30,226 - mmaction - INFO - Epoch [70][1400/3757] lr: 1.000e-03, eta: 2 days, 14:27:08, time: 1.910, data_time: 0.010, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8516, loss_cls: 1.3883, loss: 1.3883, grad_norm: 8.0761 2020-07-31 01:16:07,612 - mmaction - INFO - Epoch [70][1420/3757] lr: 1.000e-03, eta: 2 days, 14:26:28, time: 1.870, data_time: 0.002, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8766, loss_cls: 1.2840, loss: 1.2840, grad_norm: 7.8583 2020-07-31 01:16:46,608 - mmaction - INFO - Epoch [70][1440/3757] lr: 1.000e-03, eta: 2 days, 14:25:49, time: 1.942, data_time: 0.007, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8555, loss_cls: 1.4008, loss: 1.4008, grad_norm: 8.2426 2020-07-31 01:17:26,243 - mmaction - INFO - Epoch [70][1460/3757] lr: 1.000e-03, eta: 2 days, 14:25:10, time: 1.989, data_time: 0.010, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8617, loss_cls: 1.3278, loss: 1.3278, grad_norm: 8.1561 2020-07-31 01:18:01,509 - mmaction - INFO - Epoch [70][1480/3757] lr: 1.000e-03, eta: 2 days, 14:24:29, time: 1.764, data_time: 0.007, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8688, loss_cls: 1.3049, loss: 1.3049, grad_norm: 8.0868 2020-07-31 01:18:40,636 - mmaction - INFO - Epoch [70][1500/3757] lr: 1.000e-03, eta: 2 days, 14:23:50, time: 1.953, data_time: 0.010, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8586, loss_cls: 1.3670, loss: 1.3670, grad_norm: 7.8979 2020-07-31 01:19:19,942 - mmaction - INFO - Epoch [70][1520/3757] lr: 1.000e-03, eta: 2 days, 14:23:11, time: 1.967, data_time: 0.008, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8633, loss_cls: 1.3585, loss: 1.3585, grad_norm: 8.1427 2020-07-31 01:19:58,674 - mmaction - INFO - Epoch [70][1540/3757] lr: 1.000e-03, eta: 2 days, 14:22:32, time: 1.937, data_time: 0.010, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8547, loss_cls: 1.3693, loss: 1.3693, grad_norm: 8.3957 2020-07-31 01:20:35,620 - mmaction - INFO - Epoch [70][1560/3757] lr: 1.000e-03, eta: 2 days, 14:21:52, time: 1.849, data_time: 0.015, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8508, loss_cls: 1.4239, loss: 1.4239, grad_norm: 8.0651 2020-07-31 01:21:17,711 - mmaction - INFO - Epoch [70][1580/3757] lr: 1.000e-03, eta: 2 days, 14:21:14, time: 2.102, data_time: 0.017, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8594, loss_cls: 1.4303, loss: 1.4303, grad_norm: 8.3050 2020-07-31 01:21:57,757 - mmaction - INFO - Epoch [70][1600/3757] lr: 1.000e-03, eta: 2 days, 14:20:36, time: 1.997, data_time: 0.004, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8703, loss_cls: 1.2865, loss: 1.2865, grad_norm: 8.3445 2020-07-31 01:22:34,761 - mmaction - INFO - Epoch [70][1620/3757] lr: 1.000e-03, eta: 2 days, 14:19:56, time: 1.857, data_time: 0.085, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8602, loss_cls: 1.2658, loss: 1.2658, grad_norm: 7.7576 2020-07-31 01:23:15,432 - mmaction - INFO - Epoch [70][1640/3757] lr: 1.000e-03, eta: 2 days, 14:19:17, time: 2.026, data_time: 0.412, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8664, loss_cls: 1.4095, loss: 1.4095, grad_norm: 8.2489 2020-07-31 01:23:55,099 - mmaction - INFO - Epoch [70][1660/3757] lr: 1.000e-03, eta: 2 days, 14:18:38, time: 1.985, data_time: 0.010, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8609, loss_cls: 1.2886, loss: 1.2886, grad_norm: 7.7931 2020-07-31 01:24:32,887 - mmaction - INFO - Epoch [70][1680/3757] lr: 1.000e-03, eta: 2 days, 14:17:59, time: 1.893, data_time: 0.034, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8578, loss_cls: 1.3773, loss: 1.3773, grad_norm: 8.4468 2020-07-31 01:25:10,655 - mmaction - INFO - Epoch [70][1700/3757] lr: 1.000e-03, eta: 2 days, 14:17:19, time: 1.890, data_time: 0.009, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8609, loss_cls: 1.3400, loss: 1.3400, grad_norm: 8.3064 2020-07-31 01:25:49,290 - mmaction - INFO - Epoch [70][1720/3757] lr: 1.000e-03, eta: 2 days, 14:16:40, time: 1.932, data_time: 0.002, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8555, loss_cls: 1.3583, loss: 1.3583, grad_norm: 8.1894 2020-07-31 01:26:26,599 - mmaction - INFO - Epoch [70][1740/3757] lr: 1.000e-03, eta: 2 days, 14:16:00, time: 1.856, data_time: 0.007, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8438, loss_cls: 1.3933, loss: 1.3933, grad_norm: 8.1415 2020-07-31 01:27:04,649 - mmaction - INFO - Epoch [70][1760/3757] lr: 1.000e-03, eta: 2 days, 14:15:20, time: 1.910, data_time: 0.281, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8617, loss_cls: 1.3346, loss: 1.3346, grad_norm: 7.8915 2020-07-31 01:27:46,172 - mmaction - INFO - Epoch [70][1780/3757] lr: 1.000e-03, eta: 2 days, 14:14:42, time: 2.070, data_time: 0.009, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8570, loss_cls: 1.3946, loss: 1.3946, grad_norm: 8.2760 2020-07-31 01:28:23,406 - mmaction - INFO - Epoch [70][1800/3757] lr: 1.000e-03, eta: 2 days, 14:14:03, time: 1.868, data_time: 0.010, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8445, loss_cls: 1.3932, loss: 1.3932, grad_norm: 8.0470 2020-07-31 01:29:02,784 - mmaction - INFO - Epoch [70][1820/3757] lr: 1.000e-03, eta: 2 days, 14:13:24, time: 1.963, data_time: 0.008, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8766, loss_cls: 1.3303, loss: 1.3303, grad_norm: 8.0686 2020-07-31 01:29:44,288 - mmaction - INFO - Epoch [70][1840/3757] lr: 1.000e-03, eta: 2 days, 14:12:46, time: 2.080, data_time: 0.010, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8633, loss_cls: 1.3932, loss: 1.3932, grad_norm: 8.1122 2020-07-31 01:30:21,380 - mmaction - INFO - Epoch [70][1860/3757] lr: 1.000e-03, eta: 2 days, 14:12:06, time: 1.851, data_time: 0.020, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8328, loss_cls: 1.4004, loss: 1.4004, grad_norm: 8.1293 2020-07-31 01:31:04,128 - mmaction - INFO - Epoch [70][1880/3757] lr: 1.000e-03, eta: 2 days, 14:11:28, time: 2.142, data_time: 0.009, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8719, loss_cls: 1.3098, loss: 1.3098, grad_norm: 7.9215 2020-07-31 01:31:42,734 - mmaction - INFO - Epoch [70][1900/3757] lr: 1.000e-03, eta: 2 days, 14:10:49, time: 1.929, data_time: 0.005, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8445, loss_cls: 1.3904, loss: 1.3904, grad_norm: 8.4373 2020-07-31 01:32:19,160 - mmaction - INFO - Epoch [70][1920/3757] lr: 1.000e-03, eta: 2 days, 14:10:09, time: 1.821, data_time: 0.229, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8680, loss_cls: 1.2680, loss: 1.2680, grad_norm: 7.8301 2020-07-31 01:32:59,367 - mmaction - INFO - Epoch [70][1940/3757] lr: 1.000e-03, eta: 2 days, 14:09:30, time: 2.008, data_time: 0.384, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8461, loss_cls: 1.3788, loss: 1.3788, grad_norm: 8.1094 2020-07-31 01:33:37,814 - mmaction - INFO - Epoch [70][1960/3757] lr: 1.000e-03, eta: 2 days, 14:08:51, time: 1.922, data_time: 0.009, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8578, loss_cls: 1.4279, loss: 1.4279, grad_norm: 8.5280 2020-07-31 01:34:15,271 - mmaction - INFO - Epoch [70][1980/3757] lr: 1.000e-03, eta: 2 days, 14:08:11, time: 1.872, data_time: 0.010, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8492, loss_cls: 1.4174, loss: 1.4174, grad_norm: 8.3446 2020-07-31 01:34:56,414 - mmaction - INFO - Epoch [70][2000/3757] lr: 1.000e-03, eta: 2 days, 14:07:33, time: 2.061, data_time: 0.029, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8422, loss_cls: 1.4564, loss: 1.4564, grad_norm: 8.3179 2020-07-31 01:35:35,654 - mmaction - INFO - Epoch [70][2020/3757] lr: 1.000e-03, eta: 2 days, 14:06:54, time: 1.953, data_time: 0.007, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8570, loss_cls: 1.3609, loss: 1.3609, grad_norm: 8.0291 2020-07-31 01:36:11,327 - mmaction - INFO - Epoch [70][2040/3757] lr: 1.000e-03, eta: 2 days, 14:06:13, time: 1.791, data_time: 0.178, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8406, loss_cls: 1.4618, loss: 1.4618, grad_norm: 8.3072 2020-07-31 01:36:51,583 - mmaction - INFO - Epoch [70][2060/3757] lr: 1.000e-03, eta: 2 days, 14:05:35, time: 2.010, data_time: 0.841, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8734, loss_cls: 1.2774, loss: 1.2774, grad_norm: 7.9368 2020-07-31 01:37:29,682 - mmaction - INFO - Epoch [70][2080/3757] lr: 1.000e-03, eta: 2 days, 14:04:55, time: 1.906, data_time: 1.283, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8656, loss_cls: 1.3066, loss: 1.3066, grad_norm: 8.0106 2020-07-31 01:38:11,354 - mmaction - INFO - Epoch [70][2100/3757] lr: 1.000e-03, eta: 2 days, 14:04:17, time: 2.080, data_time: 1.349, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8508, loss_cls: 1.3809, loss: 1.3809, grad_norm: 8.0791 2020-07-31 01:38:49,708 - mmaction - INFO - Epoch [70][2120/3757] lr: 1.000e-03, eta: 2 days, 14:03:38, time: 1.923, data_time: 1.369, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8781, loss_cls: 1.3201, loss: 1.3201, grad_norm: 8.1688 2020-07-31 01:39:31,339 - mmaction - INFO - Epoch [70][2140/3757] lr: 1.000e-03, eta: 2 days, 14:03:00, time: 2.074, data_time: 1.441, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8633, loss_cls: 1.3084, loss: 1.3084, grad_norm: 7.9087 2020-07-31 01:40:08,196 - mmaction - INFO - Epoch [70][2160/3757] lr: 1.000e-03, eta: 2 days, 14:02:20, time: 1.850, data_time: 0.496, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8609, loss_cls: 1.3278, loss: 1.3278, grad_norm: 8.1670 2020-07-31 01:40:46,134 - mmaction - INFO - Epoch [70][2180/3757] lr: 1.000e-03, eta: 2 days, 14:01:40, time: 1.898, data_time: 0.297, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8648, loss_cls: 1.3079, loss: 1.3079, grad_norm: 7.7325 2020-07-31 01:41:24,561 - mmaction - INFO - Epoch [70][2200/3757] lr: 1.000e-03, eta: 2 days, 14:01:01, time: 1.921, data_time: 0.008, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8523, loss_cls: 1.3757, loss: 1.3757, grad_norm: 7.9313 2020-07-31 01:42:00,364 - mmaction - INFO - Epoch [70][2220/3757] lr: 1.000e-03, eta: 2 days, 14:00:20, time: 1.790, data_time: 0.036, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8539, loss_cls: 1.3718, loss: 1.3718, grad_norm: 8.1765 2020-07-31 01:42:42,654 - mmaction - INFO - Epoch [70][2240/3757] lr: 1.000e-03, eta: 2 days, 13:59:43, time: 2.115, data_time: 0.004, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8492, loss_cls: 1.3919, loss: 1.3919, grad_norm: 8.2746 2020-07-31 01:43:21,217 - mmaction - INFO - Epoch [70][2260/3757] lr: 1.000e-03, eta: 2 days, 13:59:03, time: 1.928, data_time: 0.009, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8703, loss_cls: 1.3207, loss: 1.3207, grad_norm: 8.0427 2020-07-31 01:43:58,601 - mmaction - INFO - Epoch [70][2280/3757] lr: 1.000e-03, eta: 2 days, 13:58:24, time: 1.867, data_time: 0.227, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8531, loss_cls: 1.3501, loss: 1.3501, grad_norm: 8.0393 2020-07-31 01:44:39,175 - mmaction - INFO - Epoch [70][2300/3757] lr: 1.000e-03, eta: 2 days, 13:57:45, time: 2.023, data_time: 0.400, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8719, loss_cls: 1.2868, loss: 1.2868, grad_norm: 7.8154 2020-07-31 01:45:20,810 - mmaction - INFO - Epoch [70][2320/3757] lr: 1.000e-03, eta: 2 days, 13:57:07, time: 2.086, data_time: 0.013, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8734, loss_cls: 1.3261, loss: 1.3261, grad_norm: 7.9268 2020-07-31 01:45:59,576 - mmaction - INFO - Epoch [70][2340/3757] lr: 1.000e-03, eta: 2 days, 13:56:28, time: 1.942, data_time: 0.009, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8617, loss_cls: 1.2905, loss: 1.2905, grad_norm: 8.0708 2020-07-31 01:46:36,556 - mmaction - INFO - Epoch [70][2360/3757] lr: 1.000e-03, eta: 2 days, 13:55:48, time: 1.849, data_time: 0.093, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8539, loss_cls: 1.3001, loss: 1.3001, grad_norm: 7.7872 2020-07-31 01:47:14,470 - mmaction - INFO - Epoch [70][2380/3757] lr: 1.000e-03, eta: 2 days, 13:55:08, time: 1.896, data_time: 0.047, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8570, loss_cls: 1.3962, loss: 1.3962, grad_norm: 8.4170 2020-07-31 01:47:50,012 - mmaction - INFO - Epoch [70][2400/3757] lr: 1.000e-03, eta: 2 days, 13:54:28, time: 1.771, data_time: 0.080, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8469, loss_cls: 1.4069, loss: 1.4069, grad_norm: 8.2260 2020-07-31 01:48:29,577 - mmaction - INFO - Epoch [70][2420/3757] lr: 1.000e-03, eta: 2 days, 13:53:49, time: 1.985, data_time: 0.010, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8648, loss_cls: 1.2879, loss: 1.2879, grad_norm: 7.9470 2020-07-31 01:49:11,408 - mmaction - INFO - Epoch [70][2440/3757] lr: 1.000e-03, eta: 2 days, 13:53:11, time: 2.086, data_time: 0.049, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8516, loss_cls: 1.3828, loss: 1.3828, grad_norm: 8.0198 2020-07-31 01:49:49,709 - mmaction - INFO - Epoch [70][2460/3757] lr: 1.000e-03, eta: 2 days, 13:52:32, time: 1.920, data_time: 0.867, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8562, loss_cls: 1.3344, loss: 1.3344, grad_norm: 8.0303 2020-07-31 01:50:28,089 - mmaction - INFO - Epoch [70][2480/3757] lr: 1.000e-03, eta: 2 days, 13:51:52, time: 1.919, data_time: 1.251, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8602, loss_cls: 1.3984, loss: 1.3984, grad_norm: 8.0926 2020-07-31 01:51:08,733 - mmaction - INFO - Epoch [70][2500/3757] lr: 1.000e-03, eta: 2 days, 13:51:14, time: 2.030, data_time: 0.827, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8500, loss_cls: 1.3438, loss: 1.3438, grad_norm: 7.8106 2020-07-31 01:51:46,312 - mmaction - INFO - Epoch [70][2520/3757] lr: 1.000e-03, eta: 2 days, 13:50:34, time: 1.872, data_time: 0.798, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8555, loss_cls: 1.4062, loss: 1.4062, grad_norm: 8.5046 2020-07-31 01:52:26,257 - mmaction - INFO - Epoch [70][2540/3757] lr: 1.000e-03, eta: 2 days, 13:49:55, time: 2.006, data_time: 0.554, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8562, loss_cls: 1.3682, loss: 1.3682, grad_norm: 8.3070 2020-07-31 01:53:04,516 - mmaction - INFO - Epoch [70][2560/3757] lr: 1.000e-03, eta: 2 days, 13:49:16, time: 1.907, data_time: 0.003, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8773, loss_cls: 1.2884, loss: 1.2884, grad_norm: 8.0875 2020-07-31 01:53:41,364 - mmaction - INFO - Epoch [70][2580/3757] lr: 1.000e-03, eta: 2 days, 13:48:36, time: 1.842, data_time: 0.009, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8781, loss_cls: 1.2620, loss: 1.2620, grad_norm: 7.8767 2020-07-31 01:54:21,831 - mmaction - INFO - Epoch [70][2600/3757] lr: 1.000e-03, eta: 2 days, 13:47:57, time: 2.025, data_time: 0.011, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8656, loss_cls: 1.3642, loss: 1.3642, grad_norm: 8.2333 2020-07-31 01:55:00,998 - mmaction - INFO - Epoch [70][2620/3757] lr: 1.000e-03, eta: 2 days, 13:47:18, time: 1.964, data_time: 0.008, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8719, loss_cls: 1.3029, loss: 1.3029, grad_norm: 8.2438 2020-07-31 01:55:39,670 - mmaction - INFO - Epoch [70][2640/3757] lr: 1.000e-03, eta: 2 days, 13:46:39, time: 1.924, data_time: 0.008, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8727, loss_cls: 1.2799, loss: 1.2799, grad_norm: 7.8860 2020-07-31 01:56:19,699 - mmaction - INFO - Epoch [70][2660/3757] lr: 1.000e-03, eta: 2 days, 13:46:00, time: 2.008, data_time: 0.031, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8727, loss_cls: 1.2896, loss: 1.2896, grad_norm: 8.0121 2020-07-31 01:56:57,949 - mmaction - INFO - Epoch [70][2680/3757] lr: 1.000e-03, eta: 2 days, 13:45:21, time: 1.914, data_time: 0.302, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8656, loss_cls: 1.3588, loss: 1.3588, grad_norm: 8.1701 2020-07-31 01:57:40,698 - mmaction - INFO - Epoch [70][2700/3757] lr: 1.000e-03, eta: 2 days, 13:44:44, time: 2.136, data_time: 0.004, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8648, loss_cls: 1.3173, loss: 1.3173, grad_norm: 7.9623 2020-07-31 01:58:17,023 - mmaction - INFO - Epoch [70][2720/3757] lr: 1.000e-03, eta: 2 days, 13:44:03, time: 1.815, data_time: 0.011, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8430, loss_cls: 1.4842, loss: 1.4842, grad_norm: 8.2856 2020-07-31 01:58:54,305 - mmaction - INFO - Epoch [70][2740/3757] lr: 1.000e-03, eta: 2 days, 13:43:23, time: 1.868, data_time: 0.009, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8562, loss_cls: 1.3711, loss: 1.3711, grad_norm: 8.2619 2020-07-31 01:59:34,235 - mmaction - INFO - Epoch [70][2760/3757] lr: 1.000e-03, eta: 2 days, 13:42:45, time: 1.992, data_time: 0.008, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8461, loss_cls: 1.4244, loss: 1.4244, grad_norm: 8.1857 2020-07-31 02:00:14,181 - mmaction - INFO - Epoch [70][2780/3757] lr: 1.000e-03, eta: 2 days, 13:42:06, time: 1.981, data_time: 0.009, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8641, loss_cls: 1.3004, loss: 1.3004, grad_norm: 7.8856 2020-07-31 02:00:54,261 - mmaction - INFO - Epoch [70][2800/3757] lr: 1.000e-03, eta: 2 days, 13:41:27, time: 2.022, data_time: 0.035, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8547, loss_cls: 1.4033, loss: 1.4033, grad_norm: 8.0582 2020-07-31 02:01:34,129 - mmaction - INFO - Epoch [70][2820/3757] lr: 1.000e-03, eta: 2 days, 13:40:49, time: 1.988, data_time: 0.011, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8664, loss_cls: 1.2713, loss: 1.2713, grad_norm: 7.8150 2020-07-31 02:02:10,893 - mmaction - INFO - Epoch [70][2840/3757] lr: 1.000e-03, eta: 2 days, 13:40:09, time: 1.843, data_time: 0.010, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8391, loss_cls: 1.4343, loss: 1.4343, grad_norm: 8.2580 2020-07-31 02:02:47,891 - mmaction - INFO - Epoch [70][2860/3757] lr: 1.000e-03, eta: 2 days, 13:39:29, time: 1.853, data_time: 0.005, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8391, loss_cls: 1.4266, loss: 1.4266, grad_norm: 8.3093 2020-07-31 02:03:27,643 - mmaction - INFO - Epoch [70][2880/3757] lr: 1.000e-03, eta: 2 days, 13:38:50, time: 1.982, data_time: 0.007, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8586, loss_cls: 1.3484, loss: 1.3484, grad_norm: 8.0755 2020-07-31 02:04:08,489 - mmaction - INFO - Epoch [70][2900/3757] lr: 1.000e-03, eta: 2 days, 13:38:11, time: 2.047, data_time: 0.008, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8734, loss_cls: 1.3144, loss: 1.3144, grad_norm: 8.2317 2020-07-31 02:04:49,215 - mmaction - INFO - Epoch [70][2920/3757] lr: 1.000e-03, eta: 2 days, 13:37:33, time: 2.033, data_time: 0.049, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8516, loss_cls: 1.3932, loss: 1.3932, grad_norm: 8.1049 2020-07-31 02:05:26,463 - mmaction - INFO - Epoch [70][2940/3757] lr: 1.000e-03, eta: 2 days, 13:36:53, time: 1.861, data_time: 0.114, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8477, loss_cls: 1.4331, loss: 1.4331, grad_norm: 8.2236 2020-07-31 02:06:08,130 - mmaction - INFO - Epoch [70][2960/3757] lr: 1.000e-03, eta: 2 days, 13:36:15, time: 2.086, data_time: 0.633, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.4200, loss: 1.4200, grad_norm: 8.1820 2020-07-31 02:06:46,063 - mmaction - INFO - Epoch [70][2980/3757] lr: 1.000e-03, eta: 2 days, 13:35:36, time: 1.897, data_time: 0.205, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8617, loss_cls: 1.3780, loss: 1.3780, grad_norm: 8.2906 2020-07-31 02:07:25,055 - mmaction - INFO - Epoch [70][3000/3757] lr: 1.000e-03, eta: 2 days, 13:34:57, time: 1.941, data_time: 0.889, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8531, loss_cls: 1.3837, loss: 1.3837, grad_norm: 8.1691 2020-07-31 02:08:02,924 - mmaction - INFO - Epoch [70][3020/3757] lr: 1.000e-03, eta: 2 days, 13:34:17, time: 1.899, data_time: 0.984, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8531, loss_cls: 1.3729, loss: 1.3729, grad_norm: 7.9829 2020-07-31 02:08:41,248 - mmaction - INFO - Epoch [70][3040/3757] lr: 1.000e-03, eta: 2 days, 13:33:38, time: 1.915, data_time: 0.069, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8555, loss_cls: 1.3864, loss: 1.3864, grad_norm: 8.1788 2020-07-31 02:09:22,404 - mmaction - INFO - Epoch [70][3060/3757] lr: 1.000e-03, eta: 2 days, 13:32:59, time: 2.061, data_time: 0.044, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8609, loss_cls: 1.4092, loss: 1.4092, grad_norm: 8.3528 2020-07-31 02:09:59,858 - mmaction - INFO - Epoch [70][3080/3757] lr: 1.000e-03, eta: 2 days, 13:32:20, time: 1.866, data_time: 0.014, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8625, loss_cls: 1.2805, loss: 1.2805, grad_norm: 7.9432 2020-07-31 02:10:37,120 - mmaction - INFO - Epoch [70][3100/3757] lr: 1.000e-03, eta: 2 days, 13:31:40, time: 1.868, data_time: 0.010, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8586, loss_cls: 1.3718, loss: 1.3718, grad_norm: 8.4124 2020-07-31 02:11:19,748 - mmaction - INFO - Epoch [70][3120/3757] lr: 1.000e-03, eta: 2 days, 13:31:02, time: 2.128, data_time: 0.830, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8633, loss_cls: 1.3621, loss: 1.3621, grad_norm: 8.0905 2020-07-31 02:11:57,202 - mmaction - INFO - Epoch [70][3140/3757] lr: 1.000e-03, eta: 2 days, 13:30:22, time: 1.878, data_time: 0.811, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8484, loss_cls: 1.4457, loss: 1.4457, grad_norm: 8.2439 2020-07-31 02:12:37,591 - mmaction - INFO - Epoch [70][3160/3757] lr: 1.000e-03, eta: 2 days, 13:29:44, time: 2.017, data_time: 1.361, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8516, loss_cls: 1.3804, loss: 1.3804, grad_norm: 8.3719 2020-07-31 02:13:18,163 - mmaction - INFO - Epoch [70][3180/3757] lr: 1.000e-03, eta: 2 days, 13:29:06, time: 2.028, data_time: 1.147, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8477, loss_cls: 1.4560, loss: 1.4560, grad_norm: 8.2444 2020-07-31 02:13:52,610 - mmaction - INFO - Epoch [70][3200/3757] lr: 1.000e-03, eta: 2 days, 13:28:24, time: 1.725, data_time: 0.091, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8633, loss_cls: 1.2830, loss: 1.2830, grad_norm: 8.0845 2020-07-31 02:14:30,738 - mmaction - INFO - Epoch [70][3220/3757] lr: 1.000e-03, eta: 2 days, 13:27:45, time: 1.901, data_time: 0.251, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8547, loss_cls: 1.3506, loss: 1.3506, grad_norm: 8.3361 2020-07-31 02:15:11,059 - mmaction - INFO - Epoch [70][3240/3757] lr: 1.000e-03, eta: 2 days, 13:27:06, time: 2.023, data_time: 1.377, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8570, loss_cls: 1.3739, loss: 1.3739, grad_norm: 8.1404 2020-07-31 02:15:51,330 - mmaction - INFO - Epoch [70][3260/3757] lr: 1.000e-03, eta: 2 days, 13:26:28, time: 2.013, data_time: 0.765, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8617, loss_cls: 1.3607, loss: 1.3607, grad_norm: 8.3102 2020-07-31 02:16:30,482 - mmaction - INFO - Epoch [70][3280/3757] lr: 1.000e-03, eta: 2 days, 13:25:49, time: 1.954, data_time: 1.296, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8578, loss_cls: 1.3646, loss: 1.3646, grad_norm: 8.0966 2020-07-31 02:17:08,809 - mmaction - INFO - Epoch [70][3300/3757] lr: 1.000e-03, eta: 2 days, 13:25:09, time: 1.920, data_time: 1.298, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8555, loss_cls: 1.3150, loss: 1.3150, grad_norm: 8.2318 2020-07-31 02:17:49,184 - mmaction - INFO - Epoch [70][3320/3757] lr: 1.000e-03, eta: 2 days, 13:24:31, time: 2.012, data_time: 0.947, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8469, loss_cls: 1.3970, loss: 1.3970, grad_norm: 8.2264 2020-07-31 02:18:27,920 - mmaction - INFO - Epoch [70][3340/3757] lr: 1.000e-03, eta: 2 days, 13:23:52, time: 1.942, data_time: 0.097, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8578, loss_cls: 1.3594, loss: 1.3594, grad_norm: 8.2309 2020-07-31 02:19:04,432 - mmaction - INFO - Epoch [70][3360/3757] lr: 1.000e-03, eta: 2 days, 13:23:11, time: 1.822, data_time: 0.045, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8461, loss_cls: 1.4355, loss: 1.4355, grad_norm: 8.1068 2020-07-31 02:19:44,253 - mmaction - INFO - Epoch [70][3380/3757] lr: 1.000e-03, eta: 2 days, 13:22:33, time: 1.995, data_time: 0.010, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8617, loss_cls: 1.3165, loss: 1.3165, grad_norm: 8.0043 2020-07-31 02:20:21,055 - mmaction - INFO - Epoch [70][3400/3757] lr: 1.000e-03, eta: 2 days, 13:21:53, time: 1.837, data_time: 0.009, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8602, loss_cls: 1.3069, loss: 1.3069, grad_norm: 8.3253 2020-07-31 02:21:00,050 - mmaction - INFO - Epoch [70][3420/3757] lr: 1.000e-03, eta: 2 days, 13:21:14, time: 1.953, data_time: 0.009, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8586, loss_cls: 1.3649, loss: 1.3649, grad_norm: 8.2452 2020-07-31 02:21:42,477 - mmaction - INFO - Epoch [70][3440/3757] lr: 1.000e-03, eta: 2 days, 13:20:36, time: 2.115, data_time: 0.009, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8500, loss_cls: 1.4074, loss: 1.4074, grad_norm: 8.4490 2020-07-31 02:22:21,407 - mmaction - INFO - Epoch [70][3460/3757] lr: 1.000e-03, eta: 2 days, 13:19:57, time: 1.954, data_time: 0.011, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8492, loss_cls: 1.4396, loss: 1.4396, grad_norm: 8.3713 2020-07-31 02:22:56,941 - mmaction - INFO - Epoch [70][3480/3757] lr: 1.000e-03, eta: 2 days, 13:19:16, time: 1.767, data_time: 0.702, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3670, loss: 1.3670, grad_norm: 8.1305 2020-07-31 02:23:37,008 - mmaction - INFO - Epoch [70][3500/3757] lr: 1.000e-03, eta: 2 days, 13:18:38, time: 2.013, data_time: 0.775, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8523, loss_cls: 1.3698, loss: 1.3698, grad_norm: 8.1545 2020-07-31 02:24:15,226 - mmaction - INFO - Epoch [70][3520/3757] lr: 1.000e-03, eta: 2 days, 13:17:58, time: 1.910, data_time: 0.008, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8711, loss_cls: 1.2799, loss: 1.2799, grad_norm: 8.0990 2020-07-31 02:24:54,075 - mmaction - INFO - Epoch [70][3540/3757] lr: 1.000e-03, eta: 2 days, 13:17:19, time: 1.943, data_time: 0.180, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8766, loss_cls: 1.2426, loss: 1.2426, grad_norm: 7.9129 2020-07-31 02:25:33,660 - mmaction - INFO - Epoch [70][3560/3757] lr: 1.000e-03, eta: 2 days, 13:16:40, time: 1.969, data_time: 1.115, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8672, loss_cls: 1.3032, loss: 1.3032, grad_norm: 8.2176 2020-07-31 02:26:13,080 - mmaction - INFO - Epoch [70][3580/3757] lr: 1.000e-03, eta: 2 days, 13:16:01, time: 1.981, data_time: 0.615, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.3753, loss: 1.3753, grad_norm: 8.2376 2020-07-31 02:26:54,072 - mmaction - INFO - Epoch [70][3600/3757] lr: 1.000e-03, eta: 2 days, 13:15:23, time: 2.051, data_time: 0.009, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8641, loss_cls: 1.3483, loss: 1.3483, grad_norm: 7.9929 2020-07-31 02:27:29,386 - mmaction - INFO - Epoch [70][3620/3757] lr: 1.000e-03, eta: 2 days, 13:14:42, time: 1.763, data_time: 0.002, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8641, loss_cls: 1.2800, loss: 1.2800, grad_norm: 8.0211 2020-07-31 02:28:08,221 - mmaction - INFO - Epoch [70][3640/3757] lr: 1.000e-03, eta: 2 days, 13:14:03, time: 1.937, data_time: 0.009, memory: 5170, top1_acc: 0.6344, top5_acc: 0.8430, loss_cls: 1.4896, loss: 1.4896, grad_norm: 8.3817 2020-07-31 02:28:48,788 - mmaction - INFO - Epoch [70][3660/3757] lr: 1.000e-03, eta: 2 days, 13:13:25, time: 2.035, data_time: 0.010, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8477, loss_cls: 1.4355, loss: 1.4355, grad_norm: 8.1851 2020-07-31 02:29:25,159 - mmaction - INFO - Epoch [70][3680/3757] lr: 1.000e-03, eta: 2 days, 13:12:44, time: 1.813, data_time: 0.008, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8672, loss_cls: 1.4054, loss: 1.4054, grad_norm: 8.2407 2020-07-31 02:30:05,379 - mmaction - INFO - Epoch [70][3700/3757] lr: 1.000e-03, eta: 2 days, 13:12:06, time: 2.017, data_time: 0.010, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8516, loss_cls: 1.3692, loss: 1.3692, grad_norm: 7.9916 2020-07-31 02:30:45,353 - mmaction - INFO - Epoch [70][3720/3757] lr: 1.000e-03, eta: 2 days, 13:11:27, time: 2.000, data_time: 0.003, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8844, loss_cls: 1.2506, loss: 1.2506, grad_norm: 7.9959 2020-07-31 02:31:23,117 - mmaction - INFO - Epoch [70][3740/3757] lr: 1.000e-03, eta: 2 days, 13:10:47, time: 1.888, data_time: 0.028, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8547, loss_cls: 1.3495, loss: 1.3495, grad_norm: 8.0069 2020-07-31 02:31:50,935 - mmaction - INFO - Saving checkpoint at 70 epochs 2020-07-31 02:32:43,685 - mmaction - INFO - Epoch [71][20/3757] lr: 1.000e-03, eta: 2 days, 13:09:26, time: 2.528, data_time: 1.520, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8648, loss_cls: 1.3141, loss: 1.3141, grad_norm: 7.6948 2020-07-31 02:33:22,019 - mmaction - INFO - Epoch [71][40/3757] lr: 1.000e-03, eta: 2 days, 13:08:46, time: 1.923, data_time: 0.088, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8484, loss_cls: 1.4303, loss: 1.4303, grad_norm: 8.2743 2020-07-31 02:34:02,617 - mmaction - INFO - Epoch [71][60/3757] lr: 1.000e-03, eta: 2 days, 13:08:08, time: 2.030, data_time: 0.054, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.3672, loss: 1.3672, grad_norm: 8.4766 2020-07-31 02:34:41,781 - mmaction - INFO - Epoch [71][80/3757] lr: 1.000e-03, eta: 2 days, 13:07:29, time: 1.951, data_time: 0.009, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8773, loss_cls: 1.3131, loss: 1.3131, grad_norm: 8.1348 2020-07-31 02:35:19,904 - mmaction - INFO - Epoch [71][100/3757] lr: 1.000e-03, eta: 2 days, 13:06:50, time: 1.908, data_time: 0.010, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8766, loss_cls: 1.2744, loss: 1.2744, grad_norm: 7.8227 2020-07-31 02:35:58,777 - mmaction - INFO - Epoch [71][120/3757] lr: 1.000e-03, eta: 2 days, 13:06:10, time: 1.946, data_time: 0.010, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8609, loss_cls: 1.3346, loss: 1.3346, grad_norm: 8.1042 2020-07-31 02:36:39,392 - mmaction - INFO - Epoch [71][140/3757] lr: 1.000e-03, eta: 2 days, 13:05:32, time: 2.030, data_time: 0.012, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8633, loss_cls: 1.3464, loss: 1.3464, grad_norm: 8.2249 2020-07-31 02:37:18,285 - mmaction - INFO - Epoch [71][160/3757] lr: 1.000e-03, eta: 2 days, 13:04:53, time: 1.940, data_time: 0.008, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8641, loss_cls: 1.3134, loss: 1.3134, grad_norm: 7.9351 2020-07-31 02:37:59,689 - mmaction - INFO - Epoch [71][180/3757] lr: 1.000e-03, eta: 2 days, 13:04:15, time: 2.077, data_time: 0.011, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8609, loss_cls: 1.3883, loss: 1.3883, grad_norm: 8.3988 2020-07-31 02:38:36,287 - mmaction - INFO - Epoch [71][200/3757] lr: 1.000e-03, eta: 2 days, 13:03:35, time: 1.831, data_time: 0.009, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8586, loss_cls: 1.3455, loss: 1.3455, grad_norm: 7.9571 2020-07-31 02:39:15,696 - mmaction - INFO - Epoch [71][220/3757] lr: 1.000e-03, eta: 2 days, 13:02:56, time: 1.965, data_time: 0.003, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8734, loss_cls: 1.2787, loss: 1.2787, grad_norm: 8.0020 2020-07-31 02:39:55,152 - mmaction - INFO - Epoch [71][240/3757] lr: 1.000e-03, eta: 2 days, 13:02:17, time: 1.974, data_time: 0.014, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8633, loss_cls: 1.3203, loss: 1.3203, grad_norm: 8.1321 2020-07-31 02:40:35,110 - mmaction - INFO - Epoch [71][260/3757] lr: 1.000e-03, eta: 2 days, 13:01:38, time: 2.001, data_time: 0.033, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.3942, loss: 1.3942, grad_norm: 8.3981 2020-07-31 02:41:11,908 - mmaction - INFO - Epoch [71][280/3757] lr: 1.000e-03, eta: 2 days, 13:00:58, time: 1.833, data_time: 0.019, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8562, loss_cls: 1.3492, loss: 1.3492, grad_norm: 8.1688 2020-07-31 02:41:53,132 - mmaction - INFO - Epoch [71][300/3757] lr: 1.000e-03, eta: 2 days, 13:00:20, time: 2.069, data_time: 0.055, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8602, loss_cls: 1.2753, loss: 1.2753, grad_norm: 8.2233 2020-07-31 02:42:30,615 - mmaction - INFO - Epoch [71][320/3757] lr: 1.000e-03, eta: 2 days, 12:59:40, time: 1.869, data_time: 0.008, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8586, loss_cls: 1.3383, loss: 1.3383, grad_norm: 8.2446 2020-07-31 02:43:12,017 - mmaction - INFO - Epoch [71][340/3757] lr: 1.000e-03, eta: 2 days, 12:59:02, time: 2.076, data_time: 0.022, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8672, loss_cls: 1.2650, loss: 1.2650, grad_norm: 7.9293 2020-07-31 02:43:47,025 - mmaction - INFO - Epoch [71][360/3757] lr: 1.000e-03, eta: 2 days, 12:58:21, time: 1.750, data_time: 0.002, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8539, loss_cls: 1.3743, loss: 1.3743, grad_norm: 8.3138 2020-07-31 02:44:27,659 - mmaction - INFO - Epoch [71][380/3757] lr: 1.000e-03, eta: 2 days, 12:57:43, time: 2.025, data_time: 0.200, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8664, loss_cls: 1.3613, loss: 1.3613, grad_norm: 8.3757 2020-07-31 02:45:04,774 - mmaction - INFO - Epoch [71][400/3757] lr: 1.000e-03, eta: 2 days, 12:57:03, time: 1.860, data_time: 0.529, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8711, loss_cls: 1.3131, loss: 1.3131, grad_norm: 7.8898 2020-07-31 02:45:45,554 - mmaction - INFO - Epoch [71][420/3757] lr: 1.000e-03, eta: 2 days, 12:56:25, time: 2.038, data_time: 1.130, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8648, loss_cls: 1.3493, loss: 1.3493, grad_norm: 7.9600 2020-07-31 02:46:21,849 - mmaction - INFO - Epoch [71][440/3757] lr: 1.000e-03, eta: 2 days, 12:55:44, time: 1.809, data_time: 0.491, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8523, loss_cls: 1.3574, loss: 1.3574, grad_norm: 8.0775 2020-07-31 02:47:03,842 - mmaction - INFO - Epoch [71][460/3757] lr: 1.000e-03, eta: 2 days, 12:55:06, time: 2.109, data_time: 0.029, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8508, loss_cls: 1.4016, loss: 1.4016, grad_norm: 8.2950 2020-07-31 02:47:44,755 - mmaction - INFO - Epoch [71][480/3757] lr: 1.000e-03, eta: 2 days, 12:54:28, time: 2.042, data_time: 0.008, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8562, loss_cls: 1.3662, loss: 1.3662, grad_norm: 8.1853 2020-07-31 02:48:23,427 - mmaction - INFO - Epoch [71][500/3757] lr: 1.000e-03, eta: 2 days, 12:53:49, time: 1.935, data_time: 0.009, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8508, loss_cls: 1.3896, loss: 1.3896, grad_norm: 7.9365 2020-07-31 02:49:01,110 - mmaction - INFO - Epoch [71][520/3757] lr: 1.000e-03, eta: 2 days, 12:53:09, time: 1.879, data_time: 0.010, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8656, loss_cls: 1.2998, loss: 1.2998, grad_norm: 8.0388 2020-07-31 02:49:39,657 - mmaction - INFO - Epoch [71][540/3757] lr: 1.000e-03, eta: 2 days, 12:52:30, time: 1.933, data_time: 0.010, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8656, loss_cls: 1.3511, loss: 1.3511, grad_norm: 8.1371 2020-07-31 02:50:16,631 - mmaction - INFO - Epoch [71][560/3757] lr: 1.000e-03, eta: 2 days, 12:51:50, time: 1.847, data_time: 0.009, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8586, loss_cls: 1.3459, loss: 1.3459, grad_norm: 8.1499 2020-07-31 02:50:59,606 - mmaction - INFO - Epoch [71][580/3757] lr: 1.000e-03, eta: 2 days, 12:51:13, time: 2.152, data_time: 0.802, memory: 5170, top1_acc: 0.6336, top5_acc: 0.8352, loss_cls: 1.4891, loss: 1.4891, grad_norm: 8.5022 2020-07-31 02:51:36,287 - mmaction - INFO - Epoch [71][600/3757] lr: 1.000e-03, eta: 2 days, 12:50:32, time: 1.834, data_time: 1.194, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8641, loss_cls: 1.3634, loss: 1.3634, grad_norm: 8.1019 2020-07-31 02:52:14,478 - mmaction - INFO - Epoch [71][620/3757] lr: 1.000e-03, eta: 2 days, 12:49:53, time: 1.909, data_time: 1.324, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8695, loss_cls: 1.2527, loss: 1.2527, grad_norm: 7.6306 2020-07-31 02:52:54,736 - mmaction - INFO - Epoch [71][640/3757] lr: 1.000e-03, eta: 2 days, 12:49:14, time: 2.012, data_time: 0.885, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8656, loss_cls: 1.3203, loss: 1.3203, grad_norm: 8.1122 2020-07-31 02:53:30,482 - mmaction - INFO - Epoch [71][660/3757] lr: 1.000e-03, eta: 2 days, 12:48:34, time: 1.787, data_time: 1.083, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8539, loss_cls: 1.3840, loss: 1.3840, grad_norm: 8.2216 2020-07-31 02:54:08,677 - mmaction - INFO - Epoch [71][680/3757] lr: 1.000e-03, eta: 2 days, 12:47:55, time: 1.912, data_time: 0.383, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8680, loss_cls: 1.3275, loss: 1.3275, grad_norm: 7.9625 2020-07-31 02:54:49,652 - mmaction - INFO - Epoch [71][700/3757] lr: 1.000e-03, eta: 2 days, 12:47:16, time: 2.049, data_time: 0.878, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8523, loss_cls: 1.3650, loss: 1.3650, grad_norm: 8.1272 2020-07-31 02:55:30,305 - mmaction - INFO - Epoch [71][720/3757] lr: 1.000e-03, eta: 2 days, 12:46:38, time: 2.032, data_time: 0.203, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8758, loss_cls: 1.2751, loss: 1.2751, grad_norm: 7.8447 2020-07-31 02:56:08,852 - mmaction - INFO - Epoch [71][740/3757] lr: 1.000e-03, eta: 2 days, 12:45:59, time: 1.928, data_time: 0.003, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8672, loss_cls: 1.2575, loss: 1.2575, grad_norm: 7.7668 2020-07-31 02:56:45,816 - mmaction - INFO - Epoch [71][760/3757] lr: 1.000e-03, eta: 2 days, 12:45:19, time: 1.843, data_time: 0.007, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8320, loss_cls: 1.4606, loss: 1.4606, grad_norm: 8.6484 2020-07-31 02:57:24,524 - mmaction - INFO - Epoch [71][780/3757] lr: 1.000e-03, eta: 2 days, 12:44:39, time: 1.939, data_time: 0.011, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8500, loss_cls: 1.4261, loss: 1.4261, grad_norm: 8.2793 2020-07-31 02:58:05,837 - mmaction - INFO - Epoch [71][800/3757] lr: 1.000e-03, eta: 2 days, 12:44:01, time: 2.067, data_time: 0.078, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8547, loss_cls: 1.3372, loss: 1.3372, grad_norm: 8.2361 2020-07-31 02:58:41,660 - mmaction - INFO - Epoch [71][820/3757] lr: 1.000e-03, eta: 2 days, 12:43:21, time: 1.791, data_time: 0.038, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.3079, loss: 1.3079, grad_norm: 8.0223 2020-07-31 02:59:19,377 - mmaction - INFO - Epoch [71][840/3757] lr: 1.000e-03, eta: 2 days, 12:42:41, time: 1.882, data_time: 0.373, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8523, loss_cls: 1.3598, loss: 1.3598, grad_norm: 8.2305 2020-07-31 02:59:59,003 - mmaction - INFO - Epoch [71][860/3757] lr: 1.000e-03, eta: 2 days, 12:42:02, time: 1.984, data_time: 0.009, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8477, loss_cls: 1.3730, loss: 1.3730, grad_norm: 8.1971 2020-07-31 03:00:39,080 - mmaction - INFO - Epoch [71][880/3757] lr: 1.000e-03, eta: 2 days, 12:41:24, time: 1.990, data_time: 0.301, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8586, loss_cls: 1.3555, loss: 1.3555, grad_norm: 8.2853 2020-07-31 03:01:19,729 - mmaction - INFO - Epoch [71][900/3757] lr: 1.000e-03, eta: 2 days, 12:40:45, time: 2.045, data_time: 0.433, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8562, loss_cls: 1.3281, loss: 1.3281, grad_norm: 7.9510 2020-07-31 03:01:57,774 - mmaction - INFO - Epoch [71][920/3757] lr: 1.000e-03, eta: 2 days, 12:40:06, time: 1.896, data_time: 0.257, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8547, loss_cls: 1.3900, loss: 1.3900, grad_norm: 8.2482 2020-07-31 03:02:35,295 - mmaction - INFO - Epoch [71][940/3757] lr: 1.000e-03, eta: 2 days, 12:39:26, time: 1.884, data_time: 0.038, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8438, loss_cls: 1.4127, loss: 1.4127, grad_norm: 8.3418 2020-07-31 03:03:14,668 - mmaction - INFO - Epoch [71][960/3757] lr: 1.000e-03, eta: 2 days, 12:38:47, time: 1.968, data_time: 0.111, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8758, loss_cls: 1.2452, loss: 1.2452, grad_norm: 7.8012 2020-07-31 03:03:56,886 - mmaction - INFO - Epoch [71][980/3757] lr: 1.000e-03, eta: 2 days, 12:38:09, time: 2.107, data_time: 0.013, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8758, loss_cls: 1.2607, loss: 1.2607, grad_norm: 7.8947 2020-07-31 03:04:34,798 - mmaction - INFO - Epoch [71][1000/3757] lr: 1.000e-03, eta: 2 days, 12:37:30, time: 1.900, data_time: 0.010, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8570, loss_cls: 1.3393, loss: 1.3393, grad_norm: 7.9593 2020-07-31 03:05:13,672 - mmaction - INFO - Epoch [71][1020/3757] lr: 1.000e-03, eta: 2 days, 12:36:51, time: 1.940, data_time: 0.014, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8531, loss_cls: 1.3527, loss: 1.3527, grad_norm: 8.2918 2020-07-31 03:05:54,798 - mmaction - INFO - Epoch [71][1040/3757] lr: 1.000e-03, eta: 2 days, 12:36:12, time: 2.060, data_time: 0.078, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8742, loss_cls: 1.3195, loss: 1.3195, grad_norm: 8.1407 2020-07-31 03:06:32,469 - mmaction - INFO - Epoch [71][1060/3757] lr: 1.000e-03, eta: 2 days, 12:35:33, time: 1.882, data_time: 0.008, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.3930, loss: 1.3930, grad_norm: 8.2177 2020-07-31 03:07:09,275 - mmaction - INFO - Epoch [71][1080/3757] lr: 1.000e-03, eta: 2 days, 12:34:53, time: 1.841, data_time: 0.048, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8664, loss_cls: 1.3430, loss: 1.3430, grad_norm: 8.2384 2020-07-31 03:07:49,441 - mmaction - INFO - Epoch [71][1100/3757] lr: 1.000e-03, eta: 2 days, 12:34:14, time: 2.006, data_time: 0.069, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8672, loss_cls: 1.3375, loss: 1.3375, grad_norm: 7.9711 2020-07-31 03:08:27,061 - mmaction - INFO - Epoch [71][1120/3757] lr: 1.000e-03, eta: 2 days, 12:33:34, time: 1.882, data_time: 0.008, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8695, loss_cls: 1.3702, loss: 1.3702, grad_norm: 8.2572 2020-07-31 03:09:09,292 - mmaction - INFO - Epoch [71][1140/3757] lr: 1.000e-03, eta: 2 days, 12:32:57, time: 2.114, data_time: 0.241, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8625, loss_cls: 1.3787, loss: 1.3787, grad_norm: 8.4616 2020-07-31 03:09:48,095 - mmaction - INFO - Epoch [71][1160/3757] lr: 1.000e-03, eta: 2 days, 12:32:17, time: 1.938, data_time: 0.045, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8570, loss_cls: 1.3746, loss: 1.3746, grad_norm: 8.3022 2020-07-31 03:10:27,456 - mmaction - INFO - Epoch [71][1180/3757] lr: 1.000e-03, eta: 2 days, 12:31:38, time: 1.971, data_time: 0.011, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8609, loss_cls: 1.2935, loss: 1.2935, grad_norm: 7.9904 2020-07-31 03:11:02,423 - mmaction - INFO - Epoch [71][1200/3757] lr: 1.000e-03, eta: 2 days, 12:30:58, time: 1.747, data_time: 0.003, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8633, loss_cls: 1.3480, loss: 1.3480, grad_norm: 8.1619 2020-07-31 03:11:39,947 - mmaction - INFO - Epoch [71][1220/3757] lr: 1.000e-03, eta: 2 days, 12:30:18, time: 1.870, data_time: 0.032, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8586, loss_cls: 1.3343, loss: 1.3343, grad_norm: 8.0217 2020-07-31 03:12:19,987 - mmaction - INFO - Epoch [71][1240/3757] lr: 1.000e-03, eta: 2 days, 12:29:39, time: 2.001, data_time: 0.115, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8695, loss_cls: 1.3391, loss: 1.3391, grad_norm: 8.1193 2020-07-31 03:13:01,471 - mmaction - INFO - Epoch [71][1260/3757] lr: 1.000e-03, eta: 2 days, 12:29:01, time: 2.081, data_time: 0.011, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8727, loss_cls: 1.3558, loss: 1.3558, grad_norm: 8.3569 2020-07-31 03:13:39,808 - mmaction - INFO - Epoch [71][1280/3757] lr: 1.000e-03, eta: 2 days, 12:28:22, time: 1.917, data_time: 0.004, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8586, loss_cls: 1.3890, loss: 1.3890, grad_norm: 8.2796 2020-07-31 03:14:19,723 - mmaction - INFO - Epoch [71][1300/3757] lr: 1.000e-03, eta: 2 days, 12:27:43, time: 1.990, data_time: 0.107, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8617, loss_cls: 1.3523, loss: 1.3523, grad_norm: 8.0318 2020-07-31 03:15:00,434 - mmaction - INFO - Epoch [71][1320/3757] lr: 1.000e-03, eta: 2 days, 12:27:05, time: 2.043, data_time: 0.932, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8492, loss_cls: 1.3942, loss: 1.3942, grad_norm: 8.3554 2020-07-31 03:15:39,976 - mmaction - INFO - Epoch [71][1340/3757] lr: 1.000e-03, eta: 2 days, 12:26:26, time: 1.969, data_time: 0.631, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8344, loss_cls: 1.4333, loss: 1.4333, grad_norm: 8.2639 2020-07-31 03:16:21,290 - mmaction - INFO - Epoch [71][1360/3757] lr: 1.000e-03, eta: 2 days, 12:25:48, time: 2.070, data_time: 0.405, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8562, loss_cls: 1.4000, loss: 1.4000, grad_norm: 8.3848 2020-07-31 03:17:00,571 - mmaction - INFO - Epoch [71][1380/3757] lr: 1.000e-03, eta: 2 days, 12:25:09, time: 1.966, data_time: 0.051, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8609, loss_cls: 1.3386, loss: 1.3386, grad_norm: 8.1869 2020-07-31 03:17:33,787 - mmaction - INFO - Epoch [71][1400/3757] lr: 1.000e-03, eta: 2 days, 12:24:27, time: 1.659, data_time: 0.166, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8500, loss_cls: 1.3766, loss: 1.3766, grad_norm: 8.1964 2020-07-31 03:18:14,313 - mmaction - INFO - Epoch [71][1420/3757] lr: 1.000e-03, eta: 2 days, 12:23:49, time: 2.024, data_time: 0.557, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8391, loss_cls: 1.4533, loss: 1.4533, grad_norm: 8.4471 2020-07-31 03:18:55,269 - mmaction - INFO - Epoch [71][1440/3757] lr: 1.000e-03, eta: 2 days, 12:23:10, time: 2.052, data_time: 0.203, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8531, loss_cls: 1.4282, loss: 1.4282, grad_norm: 8.3631 2020-07-31 03:19:34,474 - mmaction - INFO - Epoch [71][1460/3757] lr: 1.000e-03, eta: 2 days, 12:22:31, time: 1.962, data_time: 0.009, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8664, loss_cls: 1.3197, loss: 1.3197, grad_norm: 8.1473 2020-07-31 03:20:11,385 - mmaction - INFO - Epoch [71][1480/3757] lr: 1.000e-03, eta: 2 days, 12:21:51, time: 1.846, data_time: 0.002, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8555, loss_cls: 1.4329, loss: 1.4329, grad_norm: 8.3714 2020-07-31 03:20:52,174 - mmaction - INFO - Epoch [71][1500/3757] lr: 1.000e-03, eta: 2 days, 12:21:13, time: 2.038, data_time: 0.002, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8766, loss_cls: 1.2806, loss: 1.2806, grad_norm: 8.1184 2020-07-31 03:21:31,797 - mmaction - INFO - Epoch [71][1520/3757] lr: 1.000e-03, eta: 2 days, 12:20:34, time: 1.978, data_time: 0.010, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8523, loss_cls: 1.2962, loss: 1.2962, grad_norm: 7.9357 2020-07-31 03:22:11,325 - mmaction - INFO - Epoch [71][1540/3757] lr: 1.000e-03, eta: 2 days, 12:19:55, time: 1.979, data_time: 0.041, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8656, loss_cls: 1.3818, loss: 1.3818, grad_norm: 8.1516 2020-07-31 03:22:49,706 - mmaction - INFO - Epoch [71][1560/3757] lr: 1.000e-03, eta: 2 days, 12:19:16, time: 1.914, data_time: 0.021, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8555, loss_cls: 1.3936, loss: 1.3936, grad_norm: 8.2830 2020-07-31 03:23:29,169 - mmaction - INFO - Epoch [71][1580/3757] lr: 1.000e-03, eta: 2 days, 12:18:37, time: 1.979, data_time: 0.009, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8516, loss_cls: 1.3897, loss: 1.3897, grad_norm: 8.0825 2020-07-31 03:24:09,343 - mmaction - INFO - Epoch [71][1600/3757] lr: 1.000e-03, eta: 2 days, 12:17:58, time: 2.007, data_time: 0.008, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8570, loss_cls: 1.4096, loss: 1.4096, grad_norm: 8.6032 2020-07-31 03:24:43,694 - mmaction - INFO - Epoch [71][1620/3757] lr: 1.000e-03, eta: 2 days, 12:17:17, time: 1.719, data_time: 0.171, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8602, loss_cls: 1.3675, loss: 1.3675, grad_norm: 8.3266 2020-07-31 03:25:22,835 - mmaction - INFO - Epoch [71][1640/3757] lr: 1.000e-03, eta: 2 days, 12:16:38, time: 1.953, data_time: 0.180, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8477, loss_cls: 1.3948, loss: 1.3948, grad_norm: 8.2096 2020-07-31 03:26:03,532 - mmaction - INFO - Epoch [71][1660/3757] lr: 1.000e-03, eta: 2 days, 12:16:00, time: 2.039, data_time: 0.518, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8812, loss_cls: 1.2504, loss: 1.2504, grad_norm: 7.8675 2020-07-31 03:26:43,515 - mmaction - INFO - Epoch [71][1680/3757] lr: 1.000e-03, eta: 2 days, 12:15:21, time: 1.993, data_time: 0.018, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8742, loss_cls: 1.2928, loss: 1.2928, grad_norm: 8.0311 2020-07-31 03:27:24,572 - mmaction - INFO - Epoch [71][1700/3757] lr: 1.000e-03, eta: 2 days, 12:14:43, time: 2.056, data_time: 0.068, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8617, loss_cls: 1.3781, loss: 1.3781, grad_norm: 8.2685 2020-07-31 03:28:05,998 - mmaction - INFO - Epoch [71][1720/3757] lr: 1.000e-03, eta: 2 days, 12:14:05, time: 2.076, data_time: 0.041, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8664, loss_cls: 1.3152, loss: 1.3152, grad_norm: 8.2458 2020-07-31 03:28:44,059 - mmaction - INFO - Epoch [71][1740/3757] lr: 1.000e-03, eta: 2 days, 12:13:25, time: 1.897, data_time: 0.007, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8523, loss_cls: 1.4091, loss: 1.4091, grad_norm: 8.3063 2020-07-31 03:29:25,371 - mmaction - INFO - Epoch [71][1760/3757] lr: 1.000e-03, eta: 2 days, 12:12:47, time: 2.070, data_time: 0.010, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.4072, loss: 1.4072, grad_norm: 8.4364 2020-07-31 03:29:59,560 - mmaction - INFO - Epoch [71][1780/3757] lr: 1.000e-03, eta: 2 days, 12:12:06, time: 1.707, data_time: 0.009, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8672, loss_cls: 1.3546, loss: 1.3546, grad_norm: 8.4665 2020-07-31 03:30:40,232 - mmaction - INFO - Epoch [71][1800/3757] lr: 1.000e-03, eta: 2 days, 12:11:28, time: 2.029, data_time: 0.105, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8711, loss_cls: 1.3545, loss: 1.3545, grad_norm: 8.1778 2020-07-31 03:31:22,520 - mmaction - INFO - Epoch [71][1820/3757] lr: 1.000e-03, eta: 2 days, 12:10:50, time: 2.118, data_time: 0.010, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8547, loss_cls: 1.4005, loss: 1.4005, grad_norm: 7.9648 2020-07-31 03:32:03,460 - mmaction - INFO - Epoch [71][1840/3757] lr: 1.000e-03, eta: 2 days, 12:10:12, time: 2.042, data_time: 0.006, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8664, loss_cls: 1.3070, loss: 1.3070, grad_norm: 8.1520 2020-07-31 03:32:37,957 - mmaction - INFO - Epoch [71][1860/3757] lr: 1.000e-03, eta: 2 days, 12:09:31, time: 1.727, data_time: 0.011, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8539, loss_cls: 1.3907, loss: 1.3907, grad_norm: 8.3103 2020-07-31 03:33:14,593 - mmaction - INFO - Epoch [71][1880/3757] lr: 1.000e-03, eta: 2 days, 12:08:51, time: 1.837, data_time: 0.568, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8602, loss_cls: 1.3657, loss: 1.3657, grad_norm: 8.0777 2020-07-31 03:33:56,228 - mmaction - INFO - Epoch [71][1900/3757] lr: 1.000e-03, eta: 2 days, 12:08:13, time: 2.078, data_time: 0.627, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8336, loss_cls: 1.4878, loss: 1.4878, grad_norm: 8.2509 2020-07-31 03:34:36,578 - mmaction - INFO - Epoch [71][1920/3757] lr: 1.000e-03, eta: 2 days, 12:07:34, time: 2.020, data_time: 1.483, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8508, loss_cls: 1.3954, loss: 1.3954, grad_norm: 8.0735 2020-07-31 03:35:11,161 - mmaction - INFO - Epoch [71][1940/3757] lr: 1.000e-03, eta: 2 days, 12:06:53, time: 1.731, data_time: 0.741, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8766, loss_cls: 1.3390, loss: 1.3390, grad_norm: 8.4731 2020-07-31 03:35:53,351 - mmaction - INFO - Epoch [71][1960/3757] lr: 1.000e-03, eta: 2 days, 12:06:15, time: 2.107, data_time: 0.600, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8445, loss_cls: 1.4452, loss: 1.4452, grad_norm: 8.4854 2020-07-31 03:36:32,461 - mmaction - INFO - Epoch [71][1980/3757] lr: 1.000e-03, eta: 2 days, 12:05:36, time: 1.951, data_time: 1.103, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8688, loss_cls: 1.2878, loss: 1.2878, grad_norm: 7.9399 2020-07-31 03:37:12,996 - mmaction - INFO - Epoch [71][2000/3757] lr: 1.000e-03, eta: 2 days, 12:04:58, time: 2.032, data_time: 1.467, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8836, loss_cls: 1.2231, loss: 1.2231, grad_norm: 7.7678 2020-07-31 03:37:51,839 - mmaction - INFO - Epoch [71][2020/3757] lr: 1.000e-03, eta: 2 days, 12:04:19, time: 1.938, data_time: 1.360, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8695, loss_cls: 1.2799, loss: 1.2799, grad_norm: 7.9769 2020-07-31 03:38:30,079 - mmaction - INFO - Epoch [71][2040/3757] lr: 1.000e-03, eta: 2 days, 12:03:39, time: 1.919, data_time: 1.290, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8484, loss_cls: 1.3422, loss: 1.3422, grad_norm: 7.7678 2020-07-31 03:39:05,870 - mmaction - INFO - Epoch [71][2060/3757] lr: 1.000e-03, eta: 2 days, 12:02:59, time: 1.785, data_time: 0.936, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8672, loss_cls: 1.3227, loss: 1.3227, grad_norm: 8.2051 2020-07-31 03:39:43,961 - mmaction - INFO - Epoch [71][2080/3757] lr: 1.000e-03, eta: 2 days, 12:02:19, time: 1.910, data_time: 0.604, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8508, loss_cls: 1.3622, loss: 1.3622, grad_norm: 8.0899 2020-07-31 03:40:20,594 - mmaction - INFO - Epoch [71][2100/3757] lr: 1.000e-03, eta: 2 days, 12:01:39, time: 1.826, data_time: 0.924, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8617, loss_cls: 1.3552, loss: 1.3552, grad_norm: 8.2373 2020-07-31 03:41:01,107 - mmaction - INFO - Epoch [71][2120/3757] lr: 1.000e-03, eta: 2 days, 12:01:01, time: 2.030, data_time: 0.551, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8664, loss_cls: 1.2761, loss: 1.2761, grad_norm: 8.1044 2020-07-31 03:41:39,085 - mmaction - INFO - Epoch [71][2140/3757] lr: 1.000e-03, eta: 2 days, 12:00:21, time: 1.898, data_time: 0.478, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8461, loss_cls: 1.4253, loss: 1.4253, grad_norm: 8.1819 2020-07-31 03:42:18,314 - mmaction - INFO - Epoch [71][2160/3757] lr: 1.000e-03, eta: 2 days, 11:59:42, time: 1.956, data_time: 1.103, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8609, loss_cls: 1.3641, loss: 1.3641, grad_norm: 8.2423 2020-07-31 03:42:57,889 - mmaction - INFO - Epoch [71][2180/3757] lr: 1.000e-03, eta: 2 days, 11:59:03, time: 1.986, data_time: 1.343, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8562, loss_cls: 1.3368, loss: 1.3368, grad_norm: 8.1314 2020-07-31 03:43:37,672 - mmaction - INFO - Epoch [71][2200/3757] lr: 1.000e-03, eta: 2 days, 11:58:25, time: 1.982, data_time: 1.060, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8570, loss_cls: 1.3051, loss: 1.3051, grad_norm: 7.9694 2020-07-31 03:44:18,178 - mmaction - INFO - Epoch [71][2220/3757] lr: 1.000e-03, eta: 2 days, 11:57:46, time: 2.026, data_time: 0.010, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8555, loss_cls: 1.3546, loss: 1.3546, grad_norm: 8.2989 2020-07-31 03:44:55,802 - mmaction - INFO - Epoch [71][2240/3757] lr: 1.000e-03, eta: 2 days, 11:57:06, time: 1.885, data_time: 0.010, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8594, loss_cls: 1.3735, loss: 1.3735, grad_norm: 8.5791 2020-07-31 03:45:37,760 - mmaction - INFO - Epoch [71][2260/3757] lr: 1.000e-03, eta: 2 days, 11:56:29, time: 2.097, data_time: 0.010, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8633, loss_cls: 1.3028, loss: 1.3028, grad_norm: 8.0668 2020-07-31 03:46:17,055 - mmaction - INFO - Epoch [71][2280/3757] lr: 1.000e-03, eta: 2 days, 11:55:50, time: 1.968, data_time: 0.008, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8430, loss_cls: 1.4017, loss: 1.4017, grad_norm: 8.2031 2020-07-31 03:46:51,505 - mmaction - INFO - Epoch [71][2300/3757] lr: 1.000e-03, eta: 2 days, 11:55:09, time: 1.721, data_time: 0.005, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8633, loss_cls: 1.3177, loss: 1.3177, grad_norm: 8.1533 2020-07-31 03:47:30,772 - mmaction - INFO - Epoch [71][2320/3757] lr: 1.000e-03, eta: 2 days, 11:54:30, time: 1.965, data_time: 0.004, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8633, loss_cls: 1.3617, loss: 1.3617, grad_norm: 8.3795 2020-07-31 03:48:07,938 - mmaction - INFO - Epoch [71][2340/3757] lr: 1.000e-03, eta: 2 days, 11:53:50, time: 1.857, data_time: 0.007, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8453, loss_cls: 1.4133, loss: 1.4133, grad_norm: 8.1672 2020-07-31 03:48:46,852 - mmaction - INFO - Epoch [71][2360/3757] lr: 1.000e-03, eta: 2 days, 11:53:11, time: 1.947, data_time: 0.281, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8680, loss_cls: 1.3548, loss: 1.3548, grad_norm: 8.2142 2020-07-31 03:49:25,907 - mmaction - INFO - Epoch [71][2380/3757] lr: 1.000e-03, eta: 2 days, 11:52:31, time: 1.946, data_time: 0.502, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8469, loss_cls: 1.4501, loss: 1.4501, grad_norm: 8.5378 2020-07-31 03:50:07,689 - mmaction - INFO - Epoch [71][2400/3757] lr: 1.000e-03, eta: 2 days, 11:51:54, time: 2.094, data_time: 0.773, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8570, loss_cls: 1.3859, loss: 1.3859, grad_norm: 8.3730 2020-07-31 03:50:45,723 - mmaction - INFO - Epoch [71][2420/3757] lr: 1.000e-03, eta: 2 days, 11:51:14, time: 1.902, data_time: 0.019, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8484, loss_cls: 1.3903, loss: 1.3903, grad_norm: 8.2777 2020-07-31 03:51:28,591 - mmaction - INFO - Epoch [71][2440/3757] lr: 1.000e-03, eta: 2 days, 11:50:36, time: 2.142, data_time: 0.011, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8766, loss_cls: 1.3182, loss: 1.3182, grad_norm: 8.2506 2020-07-31 03:52:01,471 - mmaction - INFO - Epoch [71][2460/3757] lr: 1.000e-03, eta: 2 days, 11:49:55, time: 1.647, data_time: 0.061, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8680, loss_cls: 1.3365, loss: 1.3365, grad_norm: 8.0999 2020-07-31 03:52:39,445 - mmaction - INFO - Epoch [71][2480/3757] lr: 1.000e-03, eta: 2 days, 11:49:15, time: 1.897, data_time: 0.055, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8531, loss_cls: 1.3490, loss: 1.3490, grad_norm: 8.0681 2020-07-31 03:53:20,601 - mmaction - INFO - Epoch [71][2500/3757] lr: 1.000e-03, eta: 2 days, 11:48:37, time: 2.059, data_time: 0.004, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8805, loss_cls: 1.2467, loss: 1.2467, grad_norm: 7.9035 2020-07-31 03:53:58,164 - mmaction - INFO - Epoch [71][2520/3757] lr: 1.000e-03, eta: 2 days, 11:47:57, time: 1.878, data_time: 0.009, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8547, loss_cls: 1.3181, loss: 1.3181, grad_norm: 8.0952 2020-07-31 03:54:34,533 - mmaction - INFO - Epoch [71][2540/3757] lr: 1.000e-03, eta: 2 days, 11:47:17, time: 1.812, data_time: 0.094, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8594, loss_cls: 1.3444, loss: 1.3444, grad_norm: 8.1936 2020-07-31 03:55:13,480 - mmaction - INFO - Epoch [71][2560/3757] lr: 1.000e-03, eta: 2 days, 11:46:38, time: 1.948, data_time: 0.017, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8492, loss_cls: 1.4319, loss: 1.4319, grad_norm: 8.2029 2020-07-31 03:55:51,223 - mmaction - INFO - Epoch [71][2580/3757] lr: 1.000e-03, eta: 2 days, 11:45:58, time: 1.894, data_time: 0.010, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8594, loss_cls: 1.3927, loss: 1.3927, grad_norm: 8.3759 2020-07-31 03:56:32,198 - mmaction - INFO - Epoch [71][2600/3757] lr: 1.000e-03, eta: 2 days, 11:45:20, time: 2.048, data_time: 0.008, memory: 5170, top1_acc: 0.6375, top5_acc: 0.8562, loss_cls: 1.3989, loss: 1.3989, grad_norm: 8.5436 2020-07-31 03:57:11,913 - mmaction - INFO - Epoch [71][2620/3757] lr: 1.000e-03, eta: 2 days, 11:44:41, time: 1.985, data_time: 0.003, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8648, loss_cls: 1.3395, loss: 1.3395, grad_norm: 8.3267 2020-07-31 03:57:51,583 - mmaction - INFO - Epoch [71][2640/3757] lr: 1.000e-03, eta: 2 days, 11:44:03, time: 1.978, data_time: 0.008, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8578, loss_cls: 1.4035, loss: 1.4035, grad_norm: 8.3256 2020-07-31 03:58:28,310 - mmaction - INFO - Epoch [71][2660/3757] lr: 1.000e-03, eta: 2 days, 11:43:23, time: 1.842, data_time: 0.009, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8586, loss_cls: 1.3799, loss: 1.3799, grad_norm: 8.4278 2020-07-31 03:59:06,867 - mmaction - INFO - Epoch [71][2680/3757] lr: 1.000e-03, eta: 2 days, 11:42:43, time: 1.918, data_time: 0.157, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8547, loss_cls: 1.3316, loss: 1.3316, grad_norm: 7.9959 2020-07-31 03:59:45,461 - mmaction - INFO - Epoch [71][2700/3757] lr: 1.000e-03, eta: 2 days, 11:42:04, time: 1.938, data_time: 0.852, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8609, loss_cls: 1.3454, loss: 1.3454, grad_norm: 8.1931 2020-07-31 04:00:26,107 - mmaction - INFO - Epoch [71][2720/3757] lr: 1.000e-03, eta: 2 days, 11:41:25, time: 2.017, data_time: 1.066, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8547, loss_cls: 1.3878, loss: 1.3878, grad_norm: 8.3744 2020-07-31 04:01:07,072 - mmaction - INFO - Epoch [71][2740/3757] lr: 1.000e-03, eta: 2 days, 11:40:47, time: 2.066, data_time: 0.779, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8469, loss_cls: 1.4163, loss: 1.4163, grad_norm: 8.4288 2020-07-31 04:01:45,475 - mmaction - INFO - Epoch [71][2760/3757] lr: 1.000e-03, eta: 2 days, 11:40:08, time: 1.914, data_time: 0.573, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8711, loss_cls: 1.3084, loss: 1.3084, grad_norm: 8.1526 2020-07-31 04:02:23,063 - mmaction - INFO - Epoch [71][2780/3757] lr: 1.000e-03, eta: 2 days, 11:39:28, time: 1.882, data_time: 0.078, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8430, loss_cls: 1.4530, loss: 1.4530, grad_norm: 8.7184 2020-07-31 04:03:03,042 - mmaction - INFO - Epoch [71][2800/3757] lr: 1.000e-03, eta: 2 days, 11:38:49, time: 2.001, data_time: 0.008, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8469, loss_cls: 1.4197, loss: 1.4197, grad_norm: 8.4207 2020-07-31 04:03:41,643 - mmaction - INFO - Epoch [71][2820/3757] lr: 1.000e-03, eta: 2 days, 11:38:10, time: 1.929, data_time: 0.020, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8570, loss_cls: 1.4082, loss: 1.4082, grad_norm: 8.2552 2020-07-31 04:04:22,082 - mmaction - INFO - Epoch [71][2840/3757] lr: 1.000e-03, eta: 2 days, 11:37:32, time: 2.014, data_time: 0.561, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8484, loss_cls: 1.4199, loss: 1.4199, grad_norm: 8.2144 2020-07-31 04:05:04,294 - mmaction - INFO - Epoch [71][2860/3757] lr: 1.000e-03, eta: 2 days, 11:36:54, time: 2.119, data_time: 0.079, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8594, loss_cls: 1.3486, loss: 1.3486, grad_norm: 8.1526 2020-07-31 04:05:44,337 - mmaction - INFO - Epoch [71][2880/3757] lr: 1.000e-03, eta: 2 days, 11:36:15, time: 2.003, data_time: 0.006, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8477, loss_cls: 1.3864, loss: 1.3864, grad_norm: 8.0514 2020-07-31 04:06:17,749 - mmaction - INFO - Epoch [71][2900/3757] lr: 1.000e-03, eta: 2 days, 11:35:34, time: 1.668, data_time: 0.008, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8742, loss_cls: 1.3358, loss: 1.3358, grad_norm: 8.2756 2020-07-31 04:06:57,638 - mmaction - INFO - Epoch [71][2920/3757] lr: 1.000e-03, eta: 2 days, 11:34:55, time: 1.997, data_time: 0.005, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8578, loss_cls: 1.3641, loss: 1.3641, grad_norm: 8.1928 2020-07-31 04:07:36,383 - mmaction - INFO - Epoch [71][2940/3757] lr: 1.000e-03, eta: 2 days, 11:34:16, time: 1.930, data_time: 0.010, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8820, loss_cls: 1.2802, loss: 1.2802, grad_norm: 8.1241 2020-07-31 04:08:15,738 - mmaction - INFO - Epoch [71][2960/3757] lr: 1.000e-03, eta: 2 days, 11:33:37, time: 1.975, data_time: 0.010, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8492, loss_cls: 1.4088, loss: 1.4088, grad_norm: 8.4207 2020-07-31 04:08:58,266 - mmaction - INFO - Epoch [71][2980/3757] lr: 1.000e-03, eta: 2 days, 11:32:59, time: 2.122, data_time: 0.010, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8273, loss_cls: 1.4738, loss: 1.4738, grad_norm: 8.1333 2020-07-31 04:09:36,204 - mmaction - INFO - Epoch [71][3000/3757] lr: 1.000e-03, eta: 2 days, 11:32:20, time: 1.902, data_time: 0.011, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8664, loss_cls: 1.3126, loss: 1.3126, grad_norm: 8.1233 2020-07-31 04:10:12,423 - mmaction - INFO - Epoch [71][3020/3757] lr: 1.000e-03, eta: 2 days, 11:31:39, time: 1.801, data_time: 0.046, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8500, loss_cls: 1.3990, loss: 1.3990, grad_norm: 8.1187 2020-07-31 04:10:53,430 - mmaction - INFO - Epoch [71][3040/3757] lr: 1.000e-03, eta: 2 days, 11:31:01, time: 2.061, data_time: 0.321, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8500, loss_cls: 1.4071, loss: 1.4071, grad_norm: 8.2437 2020-07-31 04:11:33,897 - mmaction - INFO - Epoch [71][3060/3757] lr: 1.000e-03, eta: 2 days, 11:30:23, time: 2.022, data_time: 0.027, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8492, loss_cls: 1.3652, loss: 1.3652, grad_norm: 8.0548 2020-07-31 04:12:11,315 - mmaction - INFO - Epoch [71][3080/3757] lr: 1.000e-03, eta: 2 days, 11:29:43, time: 1.871, data_time: 0.003, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8562, loss_cls: 1.4188, loss: 1.4188, grad_norm: 8.4174 2020-07-31 04:12:47,738 - mmaction - INFO - Epoch [71][3100/3757] lr: 1.000e-03, eta: 2 days, 11:29:03, time: 1.810, data_time: 0.009, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8508, loss_cls: 1.4072, loss: 1.4072, grad_norm: 8.3807 2020-07-31 04:13:26,365 - mmaction - INFO - Epoch [71][3120/3757] lr: 1.000e-03, eta: 2 days, 11:28:24, time: 1.942, data_time: 0.014, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8523, loss_cls: 1.3793, loss: 1.3793, grad_norm: 8.0877 2020-07-31 04:14:07,799 - mmaction - INFO - Epoch [71][3140/3757] lr: 1.000e-03, eta: 2 days, 11:27:45, time: 2.072, data_time: 0.008, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8711, loss_cls: 1.2844, loss: 1.2844, grad_norm: 7.9959 2020-07-31 04:14:47,159 - mmaction - INFO - Epoch [71][3160/3757] lr: 1.000e-03, eta: 2 days, 11:27:06, time: 1.966, data_time: 0.002, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8664, loss_cls: 1.2665, loss: 1.2665, grad_norm: 8.0798 2020-07-31 04:15:23,443 - mmaction - INFO - Epoch [71][3180/3757] lr: 1.000e-03, eta: 2 days, 11:26:26, time: 1.808, data_time: 0.009, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8656, loss_cls: 1.3545, loss: 1.3545, grad_norm: 8.1772 2020-07-31 04:16:05,871 - mmaction - INFO - Epoch [71][3200/3757] lr: 1.000e-03, eta: 2 days, 11:25:49, time: 2.129, data_time: 0.151, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8734, loss_cls: 1.3402, loss: 1.3402, grad_norm: 8.2773 2020-07-31 04:16:41,206 - mmaction - INFO - Epoch [71][3220/3757] lr: 1.000e-03, eta: 2 days, 11:25:08, time: 1.759, data_time: 0.539, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8484, loss_cls: 1.3812, loss: 1.3812, grad_norm: 8.2924 2020-07-31 04:17:21,188 - mmaction - INFO - Epoch [71][3240/3757] lr: 1.000e-03, eta: 2 days, 11:24:29, time: 2.005, data_time: 0.014, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8516, loss_cls: 1.3882, loss: 1.3882, grad_norm: 8.0841 2020-07-31 04:17:58,702 - mmaction - INFO - Epoch [71][3260/3757] lr: 1.000e-03, eta: 2 days, 11:23:50, time: 1.877, data_time: 0.009, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8773, loss_cls: 1.2950, loss: 1.2950, grad_norm: 8.0817 2020-07-31 04:18:36,178 - mmaction - INFO - Epoch [71][3280/3757] lr: 1.000e-03, eta: 2 days, 11:23:10, time: 1.864, data_time: 0.112, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8547, loss_cls: 1.3753, loss: 1.3753, grad_norm: 7.9700 2020-07-31 04:19:15,620 - mmaction - INFO - Epoch [71][3300/3757] lr: 1.000e-03, eta: 2 days, 11:22:31, time: 1.982, data_time: 0.052, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8633, loss_cls: 1.3501, loss: 1.3501, grad_norm: 8.1574 2020-07-31 04:19:53,046 - mmaction - INFO - Epoch [71][3320/3757] lr: 1.000e-03, eta: 2 days, 11:21:51, time: 1.871, data_time: 0.306, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8734, loss_cls: 1.2595, loss: 1.2595, grad_norm: 8.1566 2020-07-31 04:20:35,567 - mmaction - INFO - Epoch [71][3340/3757] lr: 1.000e-03, eta: 2 days, 11:21:13, time: 2.126, data_time: 1.554, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8516, loss_cls: 1.3931, loss: 1.3931, grad_norm: 8.3433 2020-07-31 04:21:14,263 - mmaction - INFO - Epoch [71][3360/3757] lr: 1.000e-03, eta: 2 days, 11:20:34, time: 1.927, data_time: 1.097, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8711, loss_cls: 1.3327, loss: 1.3327, grad_norm: 8.2451 2020-07-31 04:21:54,087 - mmaction - INFO - Epoch [71][3380/3757] lr: 1.000e-03, eta: 2 days, 11:19:56, time: 2.000, data_time: 1.311, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8562, loss_cls: 1.3458, loss: 1.3458, grad_norm: 8.2529 2020-07-31 04:22:33,144 - mmaction - INFO - Epoch [71][3400/3757] lr: 1.000e-03, eta: 2 days, 11:19:16, time: 1.948, data_time: 1.400, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8617, loss_cls: 1.3090, loss: 1.3090, grad_norm: 8.0732 2020-07-31 04:23:12,295 - mmaction - INFO - Epoch [71][3420/3757] lr: 1.000e-03, eta: 2 days, 11:18:37, time: 1.955, data_time: 1.402, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8414, loss_cls: 1.3927, loss: 1.3927, grad_norm: 8.2395 2020-07-31 04:23:53,205 - mmaction - INFO - Epoch [71][3440/3757] lr: 1.000e-03, eta: 2 days, 11:17:59, time: 2.053, data_time: 1.470, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8531, loss_cls: 1.3439, loss: 1.3439, grad_norm: 8.1128 2020-07-31 04:24:27,520 - mmaction - INFO - Epoch [71][3460/3757] lr: 1.000e-03, eta: 2 days, 11:17:18, time: 1.708, data_time: 0.987, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8539, loss_cls: 1.3723, loss: 1.3723, grad_norm: 8.3949 2020-07-31 04:25:08,301 - mmaction - INFO - Epoch [71][3480/3757] lr: 1.000e-03, eta: 2 days, 11:16:40, time: 2.045, data_time: 0.509, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8703, loss_cls: 1.3367, loss: 1.3367, grad_norm: 8.0862 2020-07-31 04:25:47,903 - mmaction - INFO - Epoch [71][3500/3757] lr: 1.000e-03, eta: 2 days, 11:16:01, time: 1.977, data_time: 0.464, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8422, loss_cls: 1.4541, loss: 1.4541, grad_norm: 8.3073 2020-07-31 04:26:29,281 - mmaction - INFO - Epoch [71][3520/3757] lr: 1.000e-03, eta: 2 days, 11:15:23, time: 2.073, data_time: 0.217, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8680, loss_cls: 1.3875, loss: 1.3875, grad_norm: 8.3331 2020-07-31 04:27:08,308 - mmaction - INFO - Epoch [71][3540/3757] lr: 1.000e-03, eta: 2 days, 11:14:44, time: 1.951, data_time: 0.132, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8672, loss_cls: 1.3043, loss: 1.3043, grad_norm: 8.2670 2020-07-31 04:27:44,171 - mmaction - INFO - Epoch [71][3560/3757] lr: 1.000e-03, eta: 2 days, 11:14:03, time: 1.790, data_time: 0.010, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8750, loss_cls: 1.2913, loss: 1.2913, grad_norm: 8.0527 2020-07-31 04:28:24,252 - mmaction - INFO - Epoch [71][3580/3757] lr: 1.000e-03, eta: 2 days, 11:13:25, time: 2.008, data_time: 0.018, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8477, loss_cls: 1.4317, loss: 1.4317, grad_norm: 8.3153 2020-07-31 04:29:01,061 - mmaction - INFO - Epoch [71][3600/3757] lr: 1.000e-03, eta: 2 days, 11:12:44, time: 1.832, data_time: 0.271, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8719, loss_cls: 1.3055, loss: 1.3055, grad_norm: 8.2860 2020-07-31 04:29:37,566 - mmaction - INFO - Epoch [71][3620/3757] lr: 1.000e-03, eta: 2 days, 11:12:04, time: 1.833, data_time: 1.105, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8469, loss_cls: 1.4200, loss: 1.4200, grad_norm: 8.3270 2020-07-31 04:30:21,120 - mmaction - INFO - Epoch [71][3640/3757] lr: 1.000e-03, eta: 2 days, 11:11:27, time: 2.171, data_time: 0.279, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8539, loss_cls: 1.3894, loss: 1.3894, grad_norm: 8.0782 2020-07-31 04:30:58,109 - mmaction - INFO - Epoch [71][3660/3757] lr: 1.000e-03, eta: 2 days, 11:10:47, time: 1.857, data_time: 0.023, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8602, loss_cls: 1.3213, loss: 1.3213, grad_norm: 8.1357 2020-07-31 04:31:37,566 - mmaction - INFO - Epoch [71][3680/3757] lr: 1.000e-03, eta: 2 days, 11:10:08, time: 1.967, data_time: 0.018, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8453, loss_cls: 1.3717, loss: 1.3717, grad_norm: 8.1663 2020-07-31 04:32:18,590 - mmaction - INFO - Epoch [71][3700/3757] lr: 1.000e-03, eta: 2 days, 11:09:30, time: 2.049, data_time: 0.317, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8570, loss_cls: 1.3601, loss: 1.3601, grad_norm: 8.3467 2020-07-31 04:32:54,953 - mmaction - INFO - Epoch [71][3720/3757] lr: 1.000e-03, eta: 2 days, 11:08:50, time: 1.820, data_time: 1.126, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8367, loss_cls: 1.4023, loss: 1.4023, grad_norm: 8.0511 2020-07-31 04:33:33,801 - mmaction - INFO - Epoch [71][3740/3757] lr: 1.000e-03, eta: 2 days, 11:08:11, time: 1.949, data_time: 0.010, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8547, loss_cls: 1.3607, loss: 1.3607, grad_norm: 8.1901 2020-07-31 04:34:01,686 - mmaction - INFO - Saving checkpoint at 71 epochs 2020-07-31 04:35:01,921 - mmaction - INFO - Epoch [72][20/3757] lr: 1.000e-03, eta: 2 days, 11:06:53, time: 2.946, data_time: 1.703, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8633, loss_cls: 1.3613, loss: 1.3613, grad_norm: 8.3503 2020-07-31 04:35:42,500 - mmaction - INFO - Epoch [72][40/3757] lr: 1.000e-03, eta: 2 days, 11:06:14, time: 2.028, data_time: 0.019, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8594, loss_cls: 1.3458, loss: 1.3458, grad_norm: 8.1109 2020-07-31 04:36:20,359 - mmaction - INFO - Epoch [72][60/3757] lr: 1.000e-03, eta: 2 days, 11:05:35, time: 1.889, data_time: 0.037, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8562, loss_cls: 1.3719, loss: 1.3719, grad_norm: 8.5430 2020-07-31 04:36:59,037 - mmaction - INFO - Epoch [72][80/3757] lr: 1.000e-03, eta: 2 days, 11:04:56, time: 1.939, data_time: 0.023, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8711, loss_cls: 1.2744, loss: 1.2744, grad_norm: 7.9060 2020-07-31 04:37:38,297 - mmaction - INFO - Epoch [72][100/3757] lr: 1.000e-03, eta: 2 days, 11:04:17, time: 1.964, data_time: 0.224, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8539, loss_cls: 1.3955, loss: 1.3955, grad_norm: 8.3255 2020-07-31 04:38:15,820 - mmaction - INFO - Epoch [72][120/3757] lr: 1.000e-03, eta: 2 days, 11:03:37, time: 1.870, data_time: 0.007, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8555, loss_cls: 1.3460, loss: 1.3460, grad_norm: 8.1668 2020-07-31 04:38:56,006 - mmaction - INFO - Epoch [72][140/3757] lr: 1.000e-03, eta: 2 days, 11:02:58, time: 2.016, data_time: 0.317, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8555, loss_cls: 1.3366, loss: 1.3366, grad_norm: 8.1124 2020-07-31 04:39:32,356 - mmaction - INFO - Epoch [72][160/3757] lr: 1.000e-03, eta: 2 days, 11:02:18, time: 1.812, data_time: 0.489, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8656, loss_cls: 1.3753, loss: 1.3753, grad_norm: 8.2470 2020-07-31 04:40:12,813 - mmaction - INFO - Epoch [72][180/3757] lr: 1.000e-03, eta: 2 days, 11:01:40, time: 2.022, data_time: 1.104, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8805, loss_cls: 1.2342, loss: 1.2342, grad_norm: 7.7143 2020-07-31 04:40:53,602 - mmaction - INFO - Epoch [72][200/3757] lr: 1.000e-03, eta: 2 days, 11:01:01, time: 2.044, data_time: 0.118, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8492, loss_cls: 1.4053, loss: 1.4053, grad_norm: 8.3035 2020-07-31 04:41:31,792 - mmaction - INFO - Epoch [72][220/3757] lr: 1.000e-03, eta: 2 days, 11:00:22, time: 1.909, data_time: 0.012, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8516, loss_cls: 1.4079, loss: 1.4079, grad_norm: 8.1215 2020-07-31 04:42:12,169 - mmaction - INFO - Epoch [72][240/3757] lr: 1.000e-03, eta: 2 days, 10:59:43, time: 2.020, data_time: 0.012, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8641, loss_cls: 1.3105, loss: 1.3105, grad_norm: 7.9444 2020-07-31 04:42:45,991 - mmaction - INFO - Epoch [72][260/3757] lr: 1.000e-03, eta: 2 days, 10:59:02, time: 1.692, data_time: 0.006, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8539, loss_cls: 1.3999, loss: 1.3999, grad_norm: 8.3159 2020-07-31 04:43:24,504 - mmaction - INFO - Epoch [72][280/3757] lr: 1.000e-03, eta: 2 days, 10:58:23, time: 1.925, data_time: 0.589, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8516, loss_cls: 1.3809, loss: 1.3809, grad_norm: 8.3036 2020-07-31 04:44:08,451 - mmaction - INFO - Epoch [72][300/3757] lr: 1.000e-03, eta: 2 days, 10:57:46, time: 2.199, data_time: 0.453, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8523, loss_cls: 1.3607, loss: 1.3607, grad_norm: 8.1635 2020-07-31 04:44:46,374 - mmaction - INFO - Epoch [72][320/3757] lr: 1.000e-03, eta: 2 days, 10:57:06, time: 1.895, data_time: 0.002, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8633, loss_cls: 1.2992, loss: 1.2992, grad_norm: 8.0229 2020-07-31 04:45:22,252 - mmaction - INFO - Epoch [72][340/3757] lr: 1.000e-03, eta: 2 days, 10:56:26, time: 1.795, data_time: 0.014, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8656, loss_cls: 1.3067, loss: 1.3067, grad_norm: 7.9378 2020-07-31 04:45:59,799 - mmaction - INFO - Epoch [72][360/3757] lr: 1.000e-03, eta: 2 days, 10:55:46, time: 1.878, data_time: 0.003, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8523, loss_cls: 1.3695, loss: 1.3695, grad_norm: 8.3888 2020-07-31 04:46:39,583 - mmaction - INFO - Epoch [72][380/3757] lr: 1.000e-03, eta: 2 days, 10:55:07, time: 1.986, data_time: 0.007, memory: 5170, top1_acc: 0.6469, top5_acc: 0.8375, loss_cls: 1.4263, loss: 1.4263, grad_norm: 8.2783 2020-07-31 04:47:15,360 - mmaction - INFO - Epoch [72][400/3757] lr: 1.000e-03, eta: 2 days, 10:54:27, time: 1.791, data_time: 0.113, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8719, loss_cls: 1.2597, loss: 1.2597, grad_norm: 7.7749 2020-07-31 04:47:55,094 - mmaction - INFO - Epoch [72][420/3757] lr: 1.000e-03, eta: 2 days, 10:53:48, time: 1.978, data_time: 0.607, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8461, loss_cls: 1.4682, loss: 1.4682, grad_norm: 8.5782 2020-07-31 04:48:34,159 - mmaction - INFO - Epoch [72][440/3757] lr: 1.000e-03, eta: 2 days, 10:53:09, time: 1.960, data_time: 0.768, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8508, loss_cls: 1.4036, loss: 1.4036, grad_norm: 8.8064 2020-07-31 04:49:14,952 - mmaction - INFO - Epoch [72][460/3757] lr: 1.000e-03, eta: 2 days, 10:52:31, time: 2.040, data_time: 0.094, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8586, loss_cls: 1.3742, loss: 1.3742, grad_norm: 8.3407 2020-07-31 04:49:55,750 - mmaction - INFO - Epoch [72][480/3757] lr: 1.000e-03, eta: 2 days, 10:51:52, time: 2.041, data_time: 0.009, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8539, loss_cls: 1.4363, loss: 1.4363, grad_norm: 8.4392 2020-07-31 04:50:27,657 - mmaction - INFO - Epoch [72][500/3757] lr: 1.000e-03, eta: 2 days, 10:51:10, time: 1.595, data_time: 0.049, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8531, loss_cls: 1.3638, loss: 1.3638, grad_norm: 8.3534 2020-07-31 04:51:09,795 - mmaction - INFO - Epoch [72][520/3757] lr: 1.000e-03, eta: 2 days, 10:50:33, time: 2.107, data_time: 0.619, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8500, loss_cls: 1.4011, loss: 1.4011, grad_norm: 8.3543 2020-07-31 04:51:51,638 - mmaction - INFO - Epoch [72][540/3757] lr: 1.000e-03, eta: 2 days, 10:49:55, time: 2.090, data_time: 0.003, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8633, loss_cls: 1.3128, loss: 1.3128, grad_norm: 8.2521 2020-07-31 04:52:29,411 - mmaction - INFO - Epoch [72][560/3757] lr: 1.000e-03, eta: 2 days, 10:49:15, time: 1.888, data_time: 0.022, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8758, loss_cls: 1.2665, loss: 1.2665, grad_norm: 8.0215 2020-07-31 04:53:06,779 - mmaction - INFO - Epoch [72][580/3757] lr: 1.000e-03, eta: 2 days, 10:48:35, time: 1.870, data_time: 0.049, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8680, loss_cls: 1.3029, loss: 1.3029, grad_norm: 8.0064 2020-07-31 04:53:47,298 - mmaction - INFO - Epoch [72][600/3757] lr: 1.000e-03, eta: 2 days, 10:47:57, time: 2.024, data_time: 0.041, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8633, loss_cls: 1.3337, loss: 1.3337, grad_norm: 8.3764 2020-07-31 04:54:25,643 - mmaction - INFO - Epoch [72][620/3757] lr: 1.000e-03, eta: 2 days, 10:47:17, time: 1.917, data_time: 0.005, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8758, loss_cls: 1.2289, loss: 1.2289, grad_norm: 7.9656 2020-07-31 04:55:01,201 - mmaction - INFO - Epoch [72][640/3757] lr: 1.000e-03, eta: 2 days, 10:46:37, time: 1.779, data_time: 0.069, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8648, loss_cls: 1.3387, loss: 1.3387, grad_norm: 8.4537 2020-07-31 04:55:42,676 - mmaction - INFO - Epoch [72][660/3757] lr: 1.000e-03, eta: 2 days, 10:45:59, time: 2.068, data_time: 0.010, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8641, loss_cls: 1.2948, loss: 1.2948, grad_norm: 8.0193 2020-07-31 04:56:21,855 - mmaction - INFO - Epoch [72][680/3757] lr: 1.000e-03, eta: 2 days, 10:45:20, time: 1.967, data_time: 0.170, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8680, loss_cls: 1.3436, loss: 1.3436, grad_norm: 8.3027 2020-07-31 04:56:57,852 - mmaction - INFO - Epoch [72][700/3757] lr: 1.000e-03, eta: 2 days, 10:44:39, time: 1.798, data_time: 0.007, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8547, loss_cls: 1.3950, loss: 1.3950, grad_norm: 8.5481 2020-07-31 04:57:36,510 - mmaction - INFO - Epoch [72][720/3757] lr: 1.000e-03, eta: 2 days, 10:44:00, time: 1.932, data_time: 0.354, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8758, loss_cls: 1.2680, loss: 1.2680, grad_norm: 8.0103 2020-07-31 04:58:16,190 - mmaction - INFO - Epoch [72][740/3757] lr: 1.000e-03, eta: 2 days, 10:43:21, time: 1.986, data_time: 0.328, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8516, loss_cls: 1.4045, loss: 1.4045, grad_norm: 8.5182 2020-07-31 04:58:51,608 - mmaction - INFO - Epoch [72][760/3757] lr: 1.000e-03, eta: 2 days, 10:42:41, time: 1.766, data_time: 0.009, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8633, loss_cls: 1.3352, loss: 1.3352, grad_norm: 8.4042 2020-07-31 04:59:29,074 - mmaction - INFO - Epoch [72][780/3757] lr: 1.000e-03, eta: 2 days, 10:42:01, time: 1.878, data_time: 0.009, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8500, loss_cls: 1.4030, loss: 1.4030, grad_norm: 8.5851 2020-07-31 05:00:10,538 - mmaction - INFO - Epoch [72][800/3757] lr: 1.000e-03, eta: 2 days, 10:41:23, time: 2.059, data_time: 0.140, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8734, loss_cls: 1.2978, loss: 1.2978, grad_norm: 8.2920 2020-07-31 05:00:48,537 - mmaction - INFO - Epoch [72][820/3757] lr: 1.000e-03, eta: 2 days, 10:40:43, time: 1.912, data_time: 0.224, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.3341, loss: 1.3341, grad_norm: 8.0683 2020-07-31 05:01:29,068 - mmaction - INFO - Epoch [72][840/3757] lr: 1.000e-03, eta: 2 days, 10:40:05, time: 2.027, data_time: 0.148, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8633, loss_cls: 1.3664, loss: 1.3664, grad_norm: 8.4250 2020-07-31 05:02:07,382 - mmaction - INFO - Epoch [72][860/3757] lr: 1.000e-03, eta: 2 days, 10:39:26, time: 1.910, data_time: 0.104, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8555, loss_cls: 1.3454, loss: 1.3454, grad_norm: 8.1832 2020-07-31 05:02:47,733 - mmaction - INFO - Epoch [72][880/3757] lr: 1.000e-03, eta: 2 days, 10:38:47, time: 2.015, data_time: 0.256, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8656, loss_cls: 1.3524, loss: 1.3524, grad_norm: 8.5379 2020-07-31 05:03:26,011 - mmaction - INFO - Epoch [72][900/3757] lr: 1.000e-03, eta: 2 days, 10:38:08, time: 1.924, data_time: 0.287, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8523, loss_cls: 1.3987, loss: 1.3987, grad_norm: 8.4052 2020-07-31 05:04:02,859 - mmaction - INFO - Epoch [72][920/3757] lr: 1.000e-03, eta: 2 days, 10:37:28, time: 1.842, data_time: 0.053, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8617, loss_cls: 1.3393, loss: 1.3393, grad_norm: 8.1775 2020-07-31 05:04:44,149 - mmaction - INFO - Epoch [72][940/3757] lr: 1.000e-03, eta: 2 days, 10:36:50, time: 2.066, data_time: 0.066, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8570, loss_cls: 1.3441, loss: 1.3441, grad_norm: 8.0926 2020-07-31 05:05:25,932 - mmaction - INFO - Epoch [72][960/3757] lr: 1.000e-03, eta: 2 days, 10:36:12, time: 2.082, data_time: 0.008, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2617, loss: 1.2617, grad_norm: 8.0416 2020-07-31 05:06:00,475 - mmaction - INFO - Epoch [72][980/3757] lr: 1.000e-03, eta: 2 days, 10:35:31, time: 1.733, data_time: 0.291, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8672, loss_cls: 1.3402, loss: 1.3402, grad_norm: 8.1085 2020-07-31 05:06:39,211 - mmaction - INFO - Epoch [72][1000/3757] lr: 1.000e-03, eta: 2 days, 10:34:51, time: 1.930, data_time: 0.686, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8469, loss_cls: 1.4094, loss: 1.4094, grad_norm: 8.4238 2020-07-31 05:07:18,254 - mmaction - INFO - Epoch [72][1020/3757] lr: 1.000e-03, eta: 2 days, 10:34:12, time: 1.959, data_time: 0.089, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8664, loss_cls: 1.3114, loss: 1.3114, grad_norm: 8.1326 2020-07-31 05:07:56,721 - mmaction - INFO - Epoch [72][1040/3757] lr: 1.000e-03, eta: 2 days, 10:33:33, time: 1.918, data_time: 1.200, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8625, loss_cls: 1.3223, loss: 1.3223, grad_norm: 8.3091 2020-07-31 05:08:37,639 - mmaction - INFO - Epoch [72][1060/3757] lr: 1.000e-03, eta: 2 days, 10:32:55, time: 2.051, data_time: 1.472, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8797, loss_cls: 1.2020, loss: 1.2020, grad_norm: 7.7708 2020-07-31 05:09:15,622 - mmaction - INFO - Epoch [72][1080/3757] lr: 1.000e-03, eta: 2 days, 10:32:15, time: 1.892, data_time: 0.927, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8664, loss_cls: 1.3371, loss: 1.3371, grad_norm: 8.0448 2020-07-31 05:09:56,810 - mmaction - INFO - Epoch [72][1100/3757] lr: 1.000e-03, eta: 2 days, 10:31:37, time: 2.065, data_time: 0.820, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8680, loss_cls: 1.2794, loss: 1.2794, grad_norm: 7.9519 2020-07-31 05:10:35,479 - mmaction - INFO - Epoch [72][1120/3757] lr: 1.000e-03, eta: 2 days, 10:30:58, time: 1.928, data_time: 0.333, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8664, loss_cls: 1.3740, loss: 1.3740, grad_norm: 8.4123 2020-07-31 05:11:13,778 - mmaction - INFO - Epoch [72][1140/3757] lr: 1.000e-03, eta: 2 days, 10:30:18, time: 1.922, data_time: 0.391, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8602, loss_cls: 1.3643, loss: 1.3643, grad_norm: 8.1703 2020-07-31 05:11:56,408 - mmaction - INFO - Epoch [72][1160/3757] lr: 1.000e-03, eta: 2 days, 10:29:41, time: 2.128, data_time: 0.008, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8555, loss_cls: 1.3860, loss: 1.3860, grad_norm: 8.6151 2020-07-31 05:12:31,394 - mmaction - INFO - Epoch [72][1180/3757] lr: 1.000e-03, eta: 2 days, 10:29:00, time: 1.745, data_time: 0.012, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8719, loss_cls: 1.3479, loss: 1.3479, grad_norm: 8.3480 2020-07-31 05:13:10,795 - mmaction - INFO - Epoch [72][1200/3757] lr: 1.000e-03, eta: 2 days, 10:28:21, time: 1.976, data_time: 0.011, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8711, loss_cls: 1.2586, loss: 1.2586, grad_norm: 8.1054 2020-07-31 05:13:49,550 - mmaction - INFO - Epoch [72][1220/3757] lr: 1.000e-03, eta: 2 days, 10:27:42, time: 1.936, data_time: 0.009, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8641, loss_cls: 1.3310, loss: 1.3310, grad_norm: 8.0497 2020-07-31 05:14:30,052 - mmaction - INFO - Epoch [72][1240/3757] lr: 1.000e-03, eta: 2 days, 10:27:03, time: 2.029, data_time: 0.009, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8633, loss_cls: 1.3611, loss: 1.3611, grad_norm: 8.2312 2020-07-31 05:15:08,684 - mmaction - INFO - Epoch [72][1260/3757] lr: 1.000e-03, eta: 2 days, 10:26:24, time: 1.930, data_time: 0.003, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8664, loss_cls: 1.3095, loss: 1.3095, grad_norm: 7.9549 2020-07-31 05:15:50,233 - mmaction - INFO - Epoch [72][1280/3757] lr: 1.000e-03, eta: 2 days, 10:25:46, time: 2.080, data_time: 0.004, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8641, loss_cls: 1.3266, loss: 1.3266, grad_norm: 8.2927 2020-07-31 05:16:28,644 - mmaction - INFO - Epoch [72][1300/3757] lr: 1.000e-03, eta: 2 days, 10:25:07, time: 1.918, data_time: 0.007, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8547, loss_cls: 1.4023, loss: 1.4023, grad_norm: 8.3866 2020-07-31 05:17:04,710 - mmaction - INFO - Epoch [72][1320/3757] lr: 1.000e-03, eta: 2 days, 10:24:26, time: 1.805, data_time: 0.321, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8688, loss_cls: 1.3338, loss: 1.3338, grad_norm: 8.1607 2020-07-31 05:17:46,918 - mmaction - INFO - Epoch [72][1340/3757] lr: 1.000e-03, eta: 2 days, 10:23:49, time: 2.110, data_time: 1.333, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8586, loss_cls: 1.3493, loss: 1.3493, grad_norm: 8.2006 2020-07-31 05:18:23,178 - mmaction - INFO - Epoch [72][1360/3757] lr: 1.000e-03, eta: 2 days, 10:23:08, time: 1.806, data_time: 0.873, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8391, loss_cls: 1.4531, loss: 1.4531, grad_norm: 8.4940 2020-07-31 05:19:03,663 - mmaction - INFO - Epoch [72][1380/3757] lr: 1.000e-03, eta: 2 days, 10:22:30, time: 2.032, data_time: 1.046, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8586, loss_cls: 1.3383, loss: 1.3383, grad_norm: 8.1847 2020-07-31 05:19:41,942 - mmaction - INFO - Epoch [72][1400/3757] lr: 1.000e-03, eta: 2 days, 10:21:51, time: 1.911, data_time: 1.289, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8602, loss_cls: 1.3510, loss: 1.3510, grad_norm: 8.4039 2020-07-31 05:20:22,210 - mmaction - INFO - Epoch [72][1420/3757] lr: 1.000e-03, eta: 2 days, 10:21:12, time: 2.009, data_time: 0.716, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8477, loss_cls: 1.3978, loss: 1.3978, grad_norm: 8.4474 2020-07-31 05:20:58,488 - mmaction - INFO - Epoch [72][1440/3757] lr: 1.000e-03, eta: 2 days, 10:20:32, time: 1.821, data_time: 0.010, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8570, loss_cls: 1.3701, loss: 1.3701, grad_norm: 8.2699 2020-07-31 05:21:39,719 - mmaction - INFO - Epoch [72][1460/3757] lr: 1.000e-03, eta: 2 days, 10:19:54, time: 2.056, data_time: 0.008, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8664, loss_cls: 1.3499, loss: 1.3499, grad_norm: 8.1103 2020-07-31 05:22:16,418 - mmaction - INFO - Epoch [72][1480/3757] lr: 1.000e-03, eta: 2 days, 10:19:14, time: 1.840, data_time: 0.122, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8555, loss_cls: 1.3506, loss: 1.3506, grad_norm: 8.1400 2020-07-31 05:22:55,401 - mmaction - INFO - Epoch [72][1500/3757] lr: 1.000e-03, eta: 2 days, 10:18:34, time: 1.950, data_time: 0.062, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8539, loss_cls: 1.4102, loss: 1.4102, grad_norm: 8.3245 2020-07-31 05:23:31,602 - mmaction - INFO - Epoch [72][1520/3757] lr: 1.000e-03, eta: 2 days, 10:17:54, time: 1.810, data_time: 0.274, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8852, loss_cls: 1.2670, loss: 1.2670, grad_norm: 8.2385 2020-07-31 05:24:12,479 - mmaction - INFO - Epoch [72][1540/3757] lr: 1.000e-03, eta: 2 days, 10:17:16, time: 2.044, data_time: 0.009, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8602, loss_cls: 1.2839, loss: 1.2839, grad_norm: 7.8752 2020-07-31 05:24:53,137 - mmaction - INFO - Epoch [72][1560/3757] lr: 1.000e-03, eta: 2 days, 10:16:37, time: 2.030, data_time: 0.002, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8547, loss_cls: 1.3628, loss: 1.3628, grad_norm: 8.2134 2020-07-31 05:25:31,935 - mmaction - INFO - Epoch [72][1580/3757] lr: 1.000e-03, eta: 2 days, 10:15:58, time: 1.941, data_time: 0.010, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8641, loss_cls: 1.3472, loss: 1.3472, grad_norm: 8.1353 2020-07-31 05:26:10,336 - mmaction - INFO - Epoch [72][1600/3757] lr: 1.000e-03, eta: 2 days, 10:15:19, time: 1.918, data_time: 0.011, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8539, loss_cls: 1.3192, loss: 1.3192, grad_norm: 8.3068 2020-07-31 05:26:44,480 - mmaction - INFO - Epoch [72][1620/3757] lr: 1.000e-03, eta: 2 days, 10:14:38, time: 1.711, data_time: 0.006, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8656, loss_cls: 1.3559, loss: 1.3559, grad_norm: 8.3291 2020-07-31 05:27:26,131 - mmaction - INFO - Epoch [72][1640/3757] lr: 1.000e-03, eta: 2 days, 10:14:00, time: 2.076, data_time: 0.207, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8555, loss_cls: 1.3317, loss: 1.3317, grad_norm: 8.0987 2020-07-31 05:28:04,849 - mmaction - INFO - Epoch [72][1660/3757] lr: 1.000e-03, eta: 2 days, 10:13:21, time: 1.941, data_time: 0.107, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8461, loss_cls: 1.3975, loss: 1.3975, grad_norm: 8.4666 2020-07-31 05:28:42,771 - mmaction - INFO - Epoch [72][1680/3757] lr: 1.000e-03, eta: 2 days, 10:12:41, time: 1.890, data_time: 0.352, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8586, loss_cls: 1.3324, loss: 1.3324, grad_norm: 8.5666 2020-07-31 05:29:22,530 - mmaction - INFO - Epoch [72][1700/3757] lr: 1.000e-03, eta: 2 days, 10:12:02, time: 1.996, data_time: 0.577, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8797, loss_cls: 1.2111, loss: 1.2111, grad_norm: 7.9712 2020-07-31 05:30:00,635 - mmaction - INFO - Epoch [72][1720/3757] lr: 1.000e-03, eta: 2 days, 10:11:23, time: 1.898, data_time: 1.064, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8711, loss_cls: 1.3498, loss: 1.3498, grad_norm: 8.1619 2020-07-31 05:30:40,648 - mmaction - INFO - Epoch [72][1740/3757] lr: 1.000e-03, eta: 2 days, 10:10:44, time: 2.004, data_time: 1.325, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8805, loss_cls: 1.2458, loss: 1.2458, grad_norm: 8.0040 2020-07-31 05:31:21,930 - mmaction - INFO - Epoch [72][1760/3757] lr: 1.000e-03, eta: 2 days, 10:10:06, time: 2.063, data_time: 1.482, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8641, loss_cls: 1.3621, loss: 1.3621, grad_norm: 8.4725 2020-07-31 05:31:58,473 - mmaction - INFO - Epoch [72][1780/3757] lr: 1.000e-03, eta: 2 days, 10:09:26, time: 1.829, data_time: 1.241, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8586, loss_cls: 1.3462, loss: 1.3462, grad_norm: 8.3170 2020-07-31 05:32:39,482 - mmaction - INFO - Epoch [72][1800/3757] lr: 1.000e-03, eta: 2 days, 10:08:48, time: 2.051, data_time: 0.442, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8555, loss_cls: 1.3660, loss: 1.3660, grad_norm: 8.4198 2020-07-31 05:33:15,651 - mmaction - INFO - Epoch [72][1820/3757] lr: 1.000e-03, eta: 2 days, 10:08:07, time: 1.809, data_time: 0.004, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8344, loss_cls: 1.4893, loss: 1.4893, grad_norm: 8.6670 2020-07-31 05:33:54,844 - mmaction - INFO - Epoch [72][1840/3757] lr: 1.000e-03, eta: 2 days, 10:07:28, time: 1.961, data_time: 0.003, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8695, loss_cls: 1.3266, loss: 1.3266, grad_norm: 8.2823 2020-07-31 05:34:37,313 - mmaction - INFO - Epoch [72][1860/3757] lr: 1.000e-03, eta: 2 days, 10:06:51, time: 2.118, data_time: 0.008, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8594, loss_cls: 1.3211, loss: 1.3211, grad_norm: 8.4922 2020-07-31 05:35:17,956 - mmaction - INFO - Epoch [72][1880/3757] lr: 1.000e-03, eta: 2 days, 10:06:12, time: 2.030, data_time: 0.008, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8664, loss_cls: 1.3659, loss: 1.3659, grad_norm: 8.1873 2020-07-31 05:35:55,969 - mmaction - INFO - Epoch [72][1900/3757] lr: 1.000e-03, eta: 2 days, 10:05:33, time: 1.908, data_time: 0.011, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8414, loss_cls: 1.4125, loss: 1.4125, grad_norm: 8.3760 2020-07-31 05:36:32,344 - mmaction - INFO - Epoch [72][1920/3757] lr: 1.000e-03, eta: 2 days, 10:04:53, time: 1.818, data_time: 0.044, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8633, loss_cls: 1.3851, loss: 1.3851, grad_norm: 8.3103 2020-07-31 05:37:13,482 - mmaction - INFO - Epoch [72][1940/3757] lr: 1.000e-03, eta: 2 days, 10:04:14, time: 2.050, data_time: 0.023, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8727, loss_cls: 1.2697, loss: 1.2697, grad_norm: 8.1059 2020-07-31 05:37:54,183 - mmaction - INFO - Epoch [72][1960/3757] lr: 1.000e-03, eta: 2 days, 10:03:36, time: 2.043, data_time: 0.011, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8516, loss_cls: 1.4017, loss: 1.4017, grad_norm: 8.2642 2020-07-31 05:38:32,185 - mmaction - INFO - Epoch [72][1980/3757] lr: 1.000e-03, eta: 2 days, 10:02:56, time: 1.900, data_time: 0.008, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8492, loss_cls: 1.4464, loss: 1.4464, grad_norm: 8.6551 2020-07-31 05:39:05,113 - mmaction - INFO - Epoch [72][2000/3757] lr: 1.000e-03, eta: 2 days, 10:02:15, time: 1.642, data_time: 0.007, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8539, loss_cls: 1.4025, loss: 1.4025, grad_norm: 8.1243 2020-07-31 05:39:42,810 - mmaction - INFO - Epoch [72][2020/3757] lr: 1.000e-03, eta: 2 days, 10:01:35, time: 1.889, data_time: 0.082, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8758, loss_cls: 1.2675, loss: 1.2675, grad_norm: 8.0874 2020-07-31 05:40:22,148 - mmaction - INFO - Epoch [72][2040/3757] lr: 1.000e-03, eta: 2 days, 10:00:56, time: 1.960, data_time: 0.126, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8688, loss_cls: 1.2938, loss: 1.2938, grad_norm: 8.0929 2020-07-31 05:41:03,647 - mmaction - INFO - Epoch [72][2060/3757] lr: 1.000e-03, eta: 2 days, 10:00:18, time: 2.081, data_time: 0.010, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8570, loss_cls: 1.3936, loss: 1.3936, grad_norm: 8.6758 2020-07-31 05:41:42,765 - mmaction - INFO - Epoch [72][2080/3757] lr: 1.000e-03, eta: 2 days, 9:59:39, time: 1.957, data_time: 0.009, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8820, loss_cls: 1.3319, loss: 1.3319, grad_norm: 8.2170 2020-07-31 05:42:24,133 - mmaction - INFO - Epoch [72][2100/3757] lr: 1.000e-03, eta: 2 days, 9:59:01, time: 2.065, data_time: 0.002, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8562, loss_cls: 1.3836, loss: 1.3836, grad_norm: 8.3682 2020-07-31 05:43:01,926 - mmaction - INFO - Epoch [72][2120/3757] lr: 1.000e-03, eta: 2 days, 9:58:21, time: 1.890, data_time: 0.512, memory: 5170, top1_acc: 0.6438, top5_acc: 0.8523, loss_cls: 1.4090, loss: 1.4090, grad_norm: 8.4346 2020-07-31 05:43:43,417 - mmaction - INFO - Epoch [72][2140/3757] lr: 1.000e-03, eta: 2 days, 9:57:43, time: 2.071, data_time: 0.887, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8664, loss_cls: 1.3372, loss: 1.3372, grad_norm: 8.3026 2020-07-31 05:44:22,443 - mmaction - INFO - Epoch [72][2160/3757] lr: 1.000e-03, eta: 2 days, 9:57:04, time: 1.953, data_time: 0.260, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8641, loss_cls: 1.3558, loss: 1.3558, grad_norm: 8.3185 2020-07-31 05:44:59,172 - mmaction - INFO - Epoch [72][2180/3757] lr: 1.000e-03, eta: 2 days, 9:56:24, time: 1.841, data_time: 0.050, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8781, loss_cls: 1.2686, loss: 1.2686, grad_norm: 8.1475 2020-07-31 05:45:35,549 - mmaction - INFO - Epoch [72][2200/3757] lr: 1.000e-03, eta: 2 days, 9:55:44, time: 1.818, data_time: 0.005, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8648, loss_cls: 1.4028, loss: 1.4028, grad_norm: 8.6263 2020-07-31 05:46:15,681 - mmaction - INFO - Epoch [72][2220/3757] lr: 1.000e-03, eta: 2 days, 9:55:05, time: 2.007, data_time: 0.172, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8562, loss_cls: 1.3481, loss: 1.3481, grad_norm: 8.3532 2020-07-31 05:46:57,420 - mmaction - INFO - Epoch [72][2240/3757] lr: 1.000e-03, eta: 2 days, 9:54:27, time: 2.085, data_time: 0.434, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8445, loss_cls: 1.3679, loss: 1.3679, grad_norm: 8.2374 2020-07-31 05:47:35,242 - mmaction - INFO - Epoch [72][2260/3757] lr: 1.000e-03, eta: 2 days, 9:53:48, time: 1.890, data_time: 0.005, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8688, loss_cls: 1.2995, loss: 1.2995, grad_norm: 8.2892 2020-07-31 05:48:12,269 - mmaction - INFO - Epoch [72][2280/3757] lr: 1.000e-03, eta: 2 days, 9:53:08, time: 1.854, data_time: 0.016, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8578, loss_cls: 1.3437, loss: 1.3437, grad_norm: 8.3597 2020-07-31 05:48:54,634 - mmaction - INFO - Epoch [72][2300/3757] lr: 1.000e-03, eta: 2 days, 9:52:30, time: 2.113, data_time: 0.008, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8539, loss_cls: 1.3767, loss: 1.3767, grad_norm: 8.4529 2020-07-31 05:49:35,267 - mmaction - INFO - Epoch [72][2320/3757] lr: 1.000e-03, eta: 2 days, 9:51:52, time: 2.032, data_time: 0.010, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8820, loss_cls: 1.2406, loss: 1.2406, grad_norm: 8.0133 2020-07-31 05:50:11,710 - mmaction - INFO - Epoch [72][2340/3757] lr: 1.000e-03, eta: 2 days, 9:51:12, time: 1.825, data_time: 0.008, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8602, loss_cls: 1.3126, loss: 1.3126, grad_norm: 8.2241 2020-07-31 05:50:48,941 - mmaction - INFO - Epoch [72][2360/3757] lr: 1.000e-03, eta: 2 days, 9:50:32, time: 1.865, data_time: 0.005, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8648, loss_cls: 1.3870, loss: 1.3870, grad_norm: 8.3800 2020-07-31 05:51:30,836 - mmaction - INFO - Epoch [72][2380/3757] lr: 1.000e-03, eta: 2 days, 9:49:54, time: 2.092, data_time: 0.006, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8617, loss_cls: 1.3690, loss: 1.3690, grad_norm: 8.5535 2020-07-31 05:52:11,109 - mmaction - INFO - Epoch [72][2400/3757] lr: 1.000e-03, eta: 2 days, 9:49:15, time: 2.011, data_time: 0.010, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8609, loss_cls: 1.3339, loss: 1.3339, grad_norm: 8.2048 2020-07-31 05:52:50,956 - mmaction - INFO - Epoch [72][2420/3757] lr: 1.000e-03, eta: 2 days, 9:48:36, time: 1.991, data_time: 0.014, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8484, loss_cls: 1.4186, loss: 1.4186, grad_norm: 8.3336 2020-07-31 05:53:27,188 - mmaction - INFO - Epoch [72][2440/3757] lr: 1.000e-03, eta: 2 days, 9:47:56, time: 1.817, data_time: 0.008, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8586, loss_cls: 1.3772, loss: 1.3772, grad_norm: 8.3633 2020-07-31 05:54:08,165 - mmaction - INFO - Epoch [72][2460/3757] lr: 1.000e-03, eta: 2 days, 9:47:18, time: 2.048, data_time: 0.227, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8703, loss_cls: 1.3115, loss: 1.3115, grad_norm: 8.1815 2020-07-31 05:54:46,527 - mmaction - INFO - Epoch [72][2480/3757] lr: 1.000e-03, eta: 2 days, 9:46:39, time: 1.919, data_time: 0.003, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8539, loss_cls: 1.3522, loss: 1.3522, grad_norm: 8.4991 2020-07-31 05:55:25,386 - mmaction - INFO - Epoch [72][2500/3757] lr: 1.000e-03, eta: 2 days, 9:45:59, time: 1.941, data_time: 0.008, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8406, loss_cls: 1.4587, loss: 1.4587, grad_norm: 8.5155 2020-07-31 05:56:03,499 - mmaction - INFO - Epoch [72][2520/3757] lr: 1.000e-03, eta: 2 days, 9:45:20, time: 1.908, data_time: 0.024, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8695, loss_cls: 1.3355, loss: 1.3355, grad_norm: 8.3242 2020-07-31 05:56:42,716 - mmaction - INFO - Epoch [72][2540/3757] lr: 1.000e-03, eta: 2 days, 9:44:41, time: 1.960, data_time: 0.312, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8633, loss_cls: 1.3204, loss: 1.3204, grad_norm: 8.1806 2020-07-31 05:57:23,419 - mmaction - INFO - Epoch [72][2560/3757] lr: 1.000e-03, eta: 2 days, 9:44:03, time: 2.036, data_time: 0.009, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8750, loss_cls: 1.3030, loss: 1.3030, grad_norm: 8.1089 2020-07-31 05:58:05,865 - mmaction - INFO - Epoch [72][2580/3757] lr: 1.000e-03, eta: 2 days, 9:43:25, time: 2.119, data_time: 0.012, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8555, loss_cls: 1.3309, loss: 1.3309, grad_norm: 8.4667 2020-07-31 05:58:36,973 - mmaction - INFO - Epoch [72][2600/3757] lr: 1.000e-03, eta: 2 days, 9:42:43, time: 1.558, data_time: 0.005, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8586, loss_cls: 1.3466, loss: 1.3466, grad_norm: 8.3725 2020-07-31 05:59:21,095 - mmaction - INFO - Epoch [72][2620/3757] lr: 1.000e-03, eta: 2 days, 9:42:06, time: 2.205, data_time: 0.007, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8523, loss_cls: 1.3718, loss: 1.3718, grad_norm: 8.2722 2020-07-31 06:00:02,614 - mmaction - INFO - Epoch [72][2640/3757] lr: 1.000e-03, eta: 2 days, 9:41:27, time: 2.076, data_time: 0.003, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8414, loss_cls: 1.4323, loss: 1.4323, grad_norm: 8.4349 2020-07-31 06:00:38,317 - mmaction - INFO - Epoch [72][2660/3757] lr: 1.000e-03, eta: 2 days, 9:40:47, time: 1.770, data_time: 0.172, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8562, loss_cls: 1.4109, loss: 1.4109, grad_norm: 8.3961 2020-07-31 06:01:22,044 - mmaction - INFO - Epoch [72][2680/3757] lr: 1.000e-03, eta: 2 days, 9:40:10, time: 2.195, data_time: 0.040, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8820, loss_cls: 1.2474, loss: 1.2474, grad_norm: 8.1469 2020-07-31 06:01:59,060 - mmaction - INFO - Epoch [72][2700/3757] lr: 1.000e-03, eta: 2 days, 9:39:30, time: 1.857, data_time: 0.031, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8617, loss_cls: 1.3318, loss: 1.3318, grad_norm: 8.1478 2020-07-31 06:02:37,147 - mmaction - INFO - Epoch [72][2720/3757] lr: 1.000e-03, eta: 2 days, 9:38:50, time: 1.906, data_time: 0.007, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8602, loss_cls: 1.3283, loss: 1.3283, grad_norm: 8.1471 2020-07-31 06:03:21,330 - mmaction - INFO - Epoch [72][2740/3757] lr: 1.000e-03, eta: 2 days, 9:38:13, time: 2.202, data_time: 0.002, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8664, loss_cls: 1.3394, loss: 1.3394, grad_norm: 8.5749 2020-07-31 06:03:55,648 - mmaction - INFO - Epoch [72][2760/3757] lr: 1.000e-03, eta: 2 days, 9:37:32, time: 1.721, data_time: 0.144, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8633, loss_cls: 1.3107, loss: 1.3107, grad_norm: 8.1648 2020-07-31 06:04:35,398 - mmaction - INFO - Epoch [72][2780/3757] lr: 1.000e-03, eta: 2 days, 9:36:54, time: 1.987, data_time: 0.010, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8461, loss_cls: 1.4180, loss: 1.4180, grad_norm: 8.4792 2020-07-31 06:05:13,631 - mmaction - INFO - Epoch [72][2800/3757] lr: 1.000e-03, eta: 2 days, 9:36:14, time: 1.908, data_time: 0.015, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8727, loss_cls: 1.2787, loss: 1.2787, grad_norm: 8.2312 2020-07-31 06:05:55,632 - mmaction - INFO - Epoch [72][2820/3757] lr: 1.000e-03, eta: 2 days, 9:35:36, time: 2.105, data_time: 0.010, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8719, loss_cls: 1.3013, loss: 1.3013, grad_norm: 8.0367 2020-07-31 06:06:34,608 - mmaction - INFO - Epoch [72][2840/3757] lr: 1.000e-03, eta: 2 days, 9:34:57, time: 1.942, data_time: 0.957, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8695, loss_cls: 1.3074, loss: 1.3074, grad_norm: 8.1513 2020-07-31 06:07:13,808 - mmaction - INFO - Epoch [72][2860/3757] lr: 1.000e-03, eta: 2 days, 9:34:18, time: 1.967, data_time: 1.418, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8656, loss_cls: 1.3549, loss: 1.3549, grad_norm: 8.4061 2020-07-31 06:07:52,278 - mmaction - INFO - Epoch [72][2880/3757] lr: 1.000e-03, eta: 2 days, 9:33:39, time: 1.918, data_time: 1.305, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8570, loss_cls: 1.3726, loss: 1.3726, grad_norm: 8.4624 2020-07-31 06:08:29,033 - mmaction - INFO - Epoch [72][2900/3757] lr: 1.000e-03, eta: 2 days, 9:32:59, time: 1.844, data_time: 1.202, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8547, loss_cls: 1.3819, loss: 1.3819, grad_norm: 8.4398 2020-07-31 06:09:11,219 - mmaction - INFO - Epoch [72][2920/3757] lr: 1.000e-03, eta: 2 days, 9:32:21, time: 2.105, data_time: 0.709, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8422, loss_cls: 1.4355, loss: 1.4355, grad_norm: 8.4292 2020-07-31 06:09:45,963 - mmaction - INFO - Epoch [72][2940/3757] lr: 1.000e-03, eta: 2 days, 9:31:40, time: 1.738, data_time: 0.052, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8531, loss_cls: 1.3779, loss: 1.3779, grad_norm: 8.2604 2020-07-31 06:10:23,260 - mmaction - INFO - Epoch [72][2960/3757] lr: 1.000e-03, eta: 2 days, 9:31:00, time: 1.861, data_time: 0.394, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8664, loss_cls: 1.3246, loss: 1.3246, grad_norm: 8.0054 2020-07-31 06:11:03,879 - mmaction - INFO - Epoch [72][2980/3757] lr: 1.000e-03, eta: 2 days, 9:30:22, time: 2.038, data_time: 0.534, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8570, loss_cls: 1.3685, loss: 1.3685, grad_norm: 8.1543 2020-07-31 06:11:41,376 - mmaction - INFO - Epoch [72][3000/3757] lr: 1.000e-03, eta: 2 days, 9:29:42, time: 1.868, data_time: 0.103, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8469, loss_cls: 1.4382, loss: 1.4382, grad_norm: 8.4189 2020-07-31 06:12:21,371 - mmaction - INFO - Epoch [72][3020/3757] lr: 1.000e-03, eta: 2 days, 9:29:04, time: 2.003, data_time: 0.078, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8578, loss_cls: 1.3117, loss: 1.3117, grad_norm: 8.3051 2020-07-31 06:13:03,395 - mmaction - INFO - Epoch [72][3040/3757] lr: 1.000e-03, eta: 2 days, 9:28:26, time: 2.106, data_time: 0.012, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8586, loss_cls: 1.3331, loss: 1.3331, grad_norm: 8.1414 2020-07-31 06:13:41,095 - mmaction - INFO - Epoch [72][3060/3757] lr: 1.000e-03, eta: 2 days, 9:27:46, time: 1.879, data_time: 0.044, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8578, loss_cls: 1.3284, loss: 1.3284, grad_norm: 8.2778 2020-07-31 06:14:19,584 - mmaction - INFO - Epoch [72][3080/3757] lr: 1.000e-03, eta: 2 days, 9:27:07, time: 1.927, data_time: 0.011, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8672, loss_cls: 1.3779, loss: 1.3779, grad_norm: 8.6004 2020-07-31 06:14:55,434 - mmaction - INFO - Epoch [72][3100/3757] lr: 1.000e-03, eta: 2 days, 9:26:27, time: 1.796, data_time: 0.053, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8703, loss_cls: 1.2593, loss: 1.2593, grad_norm: 7.9141 2020-07-31 06:15:40,196 - mmaction - INFO - Epoch [72][3120/3757] lr: 1.000e-03, eta: 2 days, 9:25:50, time: 2.233, data_time: 0.314, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.4107, loss: 1.4107, grad_norm: 8.1878 2020-07-31 06:16:17,569 - mmaction - INFO - Epoch [72][3140/3757] lr: 1.000e-03, eta: 2 days, 9:25:10, time: 1.873, data_time: 0.042, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8586, loss_cls: 1.3554, loss: 1.3554, grad_norm: 8.2932 2020-07-31 06:16:53,685 - mmaction - INFO - Epoch [72][3160/3757] lr: 1.000e-03, eta: 2 days, 9:24:30, time: 1.807, data_time: 0.009, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8633, loss_cls: 1.2567, loss: 1.2567, grad_norm: 8.0085 2020-07-31 06:17:35,178 - mmaction - INFO - Epoch [72][3180/3757] lr: 1.000e-03, eta: 2 days, 9:23:52, time: 2.073, data_time: 0.218, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8758, loss_cls: 1.2887, loss: 1.2887, grad_norm: 8.3214 2020-07-31 06:18:12,227 - mmaction - INFO - Epoch [72][3200/3757] lr: 1.000e-03, eta: 2 days, 9:23:12, time: 1.845, data_time: 0.409, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8594, loss_cls: 1.3385, loss: 1.3385, grad_norm: 8.3978 2020-07-31 06:18:50,726 - mmaction - INFO - Epoch [72][3220/3757] lr: 1.000e-03, eta: 2 days, 9:22:32, time: 1.934, data_time: 0.370, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8609, loss_cls: 1.3957, loss: 1.3957, grad_norm: 8.2113 2020-07-31 06:19:33,082 - mmaction - INFO - Epoch [72][3240/3757] lr: 1.000e-03, eta: 2 days, 9:21:55, time: 2.112, data_time: 0.008, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8531, loss_cls: 1.3814, loss: 1.3814, grad_norm: 8.0318 2020-07-31 06:20:11,919 - mmaction - INFO - Epoch [72][3260/3757] lr: 1.000e-03, eta: 2 days, 9:21:15, time: 1.947, data_time: 0.011, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8562, loss_cls: 1.2905, loss: 1.2905, grad_norm: 7.9869 2020-07-31 06:20:50,638 - mmaction - INFO - Epoch [72][3280/3757] lr: 1.000e-03, eta: 2 days, 9:20:36, time: 1.936, data_time: 0.003, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8438, loss_cls: 1.4005, loss: 1.4005, grad_norm: 8.4565 2020-07-31 06:21:32,870 - mmaction - INFO - Epoch [72][3300/3757] lr: 1.000e-03, eta: 2 days, 9:19:58, time: 2.111, data_time: 0.076, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8586, loss_cls: 1.3662, loss: 1.3662, grad_norm: 8.1273 2020-07-31 06:22:09,656 - mmaction - INFO - Epoch [72][3320/3757] lr: 1.000e-03, eta: 2 days, 9:19:18, time: 1.837, data_time: 0.003, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8688, loss_cls: 1.3593, loss: 1.3593, grad_norm: 8.1296 2020-07-31 06:22:47,682 - mmaction - INFO - Epoch [72][3340/3757] lr: 1.000e-03, eta: 2 days, 9:18:39, time: 1.903, data_time: 0.017, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8656, loss_cls: 1.3226, loss: 1.3226, grad_norm: 8.0810 2020-07-31 06:23:24,227 - mmaction - INFO - Epoch [72][3360/3757] lr: 1.000e-03, eta: 2 days, 9:17:59, time: 1.821, data_time: 0.008, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8656, loss_cls: 1.3637, loss: 1.3637, grad_norm: 8.5168 2020-07-31 06:24:02,904 - mmaction - INFO - Epoch [72][3380/3757] lr: 1.000e-03, eta: 2 days, 9:17:20, time: 1.941, data_time: 0.085, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8531, loss_cls: 1.3578, loss: 1.3578, grad_norm: 8.3440 2020-07-31 06:24:43,225 - mmaction - INFO - Epoch [72][3400/3757] lr: 1.000e-03, eta: 2 days, 9:16:41, time: 2.015, data_time: 0.600, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8805, loss_cls: 1.2314, loss: 1.2314, grad_norm: 8.1700 2020-07-31 06:25:22,880 - mmaction - INFO - Epoch [72][3420/3757] lr: 1.000e-03, eta: 2 days, 9:16:02, time: 1.977, data_time: 0.012, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8578, loss_cls: 1.3273, loss: 1.3273, grad_norm: 8.1894 2020-07-31 06:25:57,896 - mmaction - INFO - Epoch [72][3440/3757] lr: 1.000e-03, eta: 2 days, 9:15:22, time: 1.751, data_time: 0.010, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8383, loss_cls: 1.4002, loss: 1.4002, grad_norm: 8.3589 2020-07-31 06:26:37,920 - mmaction - INFO - Epoch [72][3460/3757] lr: 1.000e-03, eta: 2 days, 9:14:43, time: 2.007, data_time: 0.545, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8719, loss_cls: 1.2633, loss: 1.2633, grad_norm: 7.8487 2020-07-31 06:27:18,855 - mmaction - INFO - Epoch [72][3480/3757] lr: 1.000e-03, eta: 2 days, 9:14:05, time: 2.048, data_time: 0.010, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8531, loss_cls: 1.3768, loss: 1.3768, grad_norm: 8.2532 2020-07-31 06:27:56,367 - mmaction - INFO - Epoch [72][3500/3757] lr: 1.000e-03, eta: 2 days, 9:13:25, time: 1.875, data_time: 0.002, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8445, loss_cls: 1.4451, loss: 1.4451, grad_norm: 8.6686 2020-07-31 06:28:39,156 - mmaction - INFO - Epoch [72][3520/3757] lr: 1.000e-03, eta: 2 days, 9:12:47, time: 2.130, data_time: 0.007, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8531, loss_cls: 1.4048, loss: 1.4048, grad_norm: 8.5437 2020-07-31 06:29:14,602 - mmaction - INFO - Epoch [72][3540/3757] lr: 1.000e-03, eta: 2 days, 9:12:07, time: 1.781, data_time: 0.012, memory: 5170, top1_acc: 0.6430, top5_acc: 0.8328, loss_cls: 1.5089, loss: 1.5089, grad_norm: 8.5695 2020-07-31 06:29:56,824 - mmaction - INFO - Epoch [72][3560/3757] lr: 1.000e-03, eta: 2 days, 9:11:29, time: 2.112, data_time: 0.080, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8633, loss_cls: 1.2900, loss: 1.2900, grad_norm: 7.9993 2020-07-31 06:30:37,544 - mmaction - INFO - Epoch [72][3580/3757] lr: 1.000e-03, eta: 2 days, 9:10:51, time: 2.036, data_time: 0.099, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8734, loss_cls: 1.3138, loss: 1.3138, grad_norm: 8.0823 2020-07-31 06:31:15,552 - mmaction - INFO - Epoch [72][3600/3757] lr: 1.000e-03, eta: 2 days, 9:10:11, time: 1.893, data_time: 0.012, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8594, loss_cls: 1.3069, loss: 1.3069, grad_norm: 8.1227 2020-07-31 06:31:53,781 - mmaction - INFO - Epoch [72][3620/3757] lr: 1.000e-03, eta: 2 days, 9:09:32, time: 1.918, data_time: 0.010, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8547, loss_cls: 1.3938, loss: 1.3938, grad_norm: 8.4850 2020-07-31 06:32:33,861 - mmaction - INFO - Epoch [72][3640/3757] lr: 1.000e-03, eta: 2 days, 9:08:53, time: 1.998, data_time: 0.181, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8742, loss_cls: 1.3388, loss: 1.3388, grad_norm: 8.3187 2020-07-31 06:33:14,942 - mmaction - INFO - Epoch [72][3660/3757] lr: 1.000e-03, eta: 2 days, 9:08:15, time: 2.060, data_time: 0.010, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8445, loss_cls: 1.4447, loss: 1.4447, grad_norm: 8.4360 2020-07-31 06:33:54,690 - mmaction - INFO - Epoch [72][3680/3757] lr: 1.000e-03, eta: 2 days, 9:07:36, time: 1.984, data_time: 0.009, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8586, loss_cls: 1.3491, loss: 1.3491, grad_norm: 8.0119 2020-07-31 06:34:31,126 - mmaction - INFO - Epoch [72][3700/3757] lr: 1.000e-03, eta: 2 days, 9:06:56, time: 1.826, data_time: 0.014, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8680, loss_cls: 1.3389, loss: 1.3389, grad_norm: 8.3498 2020-07-31 06:35:13,871 - mmaction - INFO - Epoch [72][3720/3757] lr: 1.000e-03, eta: 2 days, 9:06:18, time: 2.134, data_time: 0.039, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8430, loss_cls: 1.4584, loss: 1.4584, grad_norm: 8.5734 2020-07-31 06:35:51,719 - mmaction - INFO - Epoch [72][3740/3757] lr: 1.000e-03, eta: 2 days, 9:05:39, time: 1.890, data_time: 0.008, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8641, loss_cls: 1.3680, loss: 1.3680, grad_norm: 8.5603 2020-07-31 06:36:17,305 - mmaction - INFO - Saving checkpoint at 72 epochs 2020-07-31 06:37:13,109 - mmaction - INFO - Epoch [73][20/3757] lr: 1.000e-03, eta: 2 days, 9:04:19, time: 2.712, data_time: 1.016, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8734, loss_cls: 1.2350, loss: 1.2350, grad_norm: 8.1299 2020-07-31 06:37:55,641 - mmaction - INFO - Epoch [73][40/3757] lr: 1.000e-03, eta: 2 days, 9:03:42, time: 2.125, data_time: 0.113, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8594, loss_cls: 1.3207, loss: 1.3207, grad_norm: 8.1530 2020-07-31 06:38:34,457 - mmaction - INFO - Epoch [73][60/3757] lr: 1.000e-03, eta: 2 days, 9:03:02, time: 1.943, data_time: 0.008, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8625, loss_cls: 1.3926, loss: 1.3926, grad_norm: 8.7632 2020-07-31 06:39:12,662 - mmaction - INFO - Epoch [73][80/3757] lr: 1.000e-03, eta: 2 days, 9:02:23, time: 1.904, data_time: 0.008, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8641, loss_cls: 1.2938, loss: 1.2938, grad_norm: 8.3753 2020-07-31 06:39:50,117 - mmaction - INFO - Epoch [73][100/3757] lr: 1.000e-03, eta: 2 days, 9:01:43, time: 1.872, data_time: 0.184, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8664, loss_cls: 1.2664, loss: 1.2664, grad_norm: 8.1866 2020-07-31 06:40:30,518 - mmaction - INFO - Epoch [73][120/3757] lr: 1.000e-03, eta: 2 days, 9:01:05, time: 2.020, data_time: 0.822, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8531, loss_cls: 1.3377, loss: 1.3377, grad_norm: 8.2996 2020-07-31 06:41:11,445 - mmaction - INFO - Epoch [73][140/3757] lr: 1.000e-03, eta: 2 days, 9:00:26, time: 2.051, data_time: 0.372, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8812, loss_cls: 1.2443, loss: 1.2443, grad_norm: 8.1794 2020-07-31 06:41:50,542 - mmaction - INFO - Epoch [73][160/3757] lr: 1.000e-03, eta: 2 days, 8:59:47, time: 1.955, data_time: 0.441, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8617, loss_cls: 1.2959, loss: 1.2959, grad_norm: 8.1858 2020-07-31 06:42:31,177 - mmaction - INFO - Epoch [73][180/3757] lr: 1.000e-03, eta: 2 days, 8:59:09, time: 2.029, data_time: 1.349, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8656, loss_cls: 1.4046, loss: 1.4046, grad_norm: 8.7521 2020-07-31 06:43:12,647 - mmaction - INFO - Epoch [73][200/3757] lr: 1.000e-03, eta: 2 days, 8:58:31, time: 2.070, data_time: 1.316, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8664, loss_cls: 1.3732, loss: 1.3732, grad_norm: 8.5400 2020-07-31 06:43:51,542 - mmaction - INFO - Epoch [73][220/3757] lr: 1.000e-03, eta: 2 days, 8:57:52, time: 1.949, data_time: 0.220, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8555, loss_cls: 1.3711, loss: 1.3711, grad_norm: 8.3496 2020-07-31 06:44:31,309 - mmaction - INFO - Epoch [73][240/3757] lr: 1.000e-03, eta: 2 days, 8:57:13, time: 1.988, data_time: 0.273, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8508, loss_cls: 1.3814, loss: 1.3814, grad_norm: 8.4052 2020-07-31 06:45:09,826 - mmaction - INFO - Epoch [73][260/3757] lr: 1.000e-03, eta: 2 days, 8:56:33, time: 1.928, data_time: 0.085, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8516, loss_cls: 1.4187, loss: 1.4187, grad_norm: 8.3111 2020-07-31 06:45:44,175 - mmaction - INFO - Epoch [73][280/3757] lr: 1.000e-03, eta: 2 days, 8:55:53, time: 1.719, data_time: 0.232, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8617, loss_cls: 1.3425, loss: 1.3425, grad_norm: 8.4268 2020-07-31 06:46:22,275 - mmaction - INFO - Epoch [73][300/3757] lr: 1.000e-03, eta: 2 days, 8:55:13, time: 1.899, data_time: 0.009, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8539, loss_cls: 1.3545, loss: 1.3545, grad_norm: 8.1288 2020-07-31 06:47:04,026 - mmaction - INFO - Epoch [73][320/3757] lr: 1.000e-03, eta: 2 days, 8:54:35, time: 2.088, data_time: 0.464, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8555, loss_cls: 1.3638, loss: 1.3638, grad_norm: 8.4846 2020-07-31 06:47:42,041 - mmaction - INFO - Epoch [73][340/3757] lr: 1.000e-03, eta: 2 days, 8:53:56, time: 1.905, data_time: 0.055, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8719, loss_cls: 1.2735, loss: 1.2735, grad_norm: 8.1367 2020-07-31 06:48:18,479 - mmaction - INFO - Epoch [73][360/3757] lr: 1.000e-03, eta: 2 days, 8:53:15, time: 1.815, data_time: 0.889, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8602, loss_cls: 1.3687, loss: 1.3687, grad_norm: 8.2587 2020-07-31 06:49:01,551 - mmaction - INFO - Epoch [73][380/3757] lr: 1.000e-03, eta: 2 days, 8:52:38, time: 2.162, data_time: 0.552, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8758, loss_cls: 1.2970, loss: 1.2970, grad_norm: 8.3057 2020-07-31 06:49:42,227 - mmaction - INFO - Epoch [73][400/3757] lr: 1.000e-03, eta: 2 days, 8:52:00, time: 2.035, data_time: 0.040, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8578, loss_cls: 1.3534, loss: 1.3534, grad_norm: 8.4542 2020-07-31 06:50:17,191 - mmaction - INFO - Epoch [73][420/3757] lr: 1.000e-03, eta: 2 days, 8:51:19, time: 1.743, data_time: 0.003, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8812, loss_cls: 1.3156, loss: 1.3156, grad_norm: 8.2786 2020-07-31 06:50:56,703 - mmaction - INFO - Epoch [73][440/3757] lr: 1.000e-03, eta: 2 days, 8:50:40, time: 1.979, data_time: 0.008, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8680, loss_cls: 1.3129, loss: 1.3129, grad_norm: 8.2251 2020-07-31 06:51:36,386 - mmaction - INFO - Epoch [73][460/3757] lr: 1.000e-03, eta: 2 days, 8:50:01, time: 1.986, data_time: 0.016, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8656, loss_cls: 1.3292, loss: 1.3292, grad_norm: 8.3650 2020-07-31 06:52:15,210 - mmaction - INFO - Epoch [73][480/3757] lr: 1.000e-03, eta: 2 days, 8:49:22, time: 1.935, data_time: 0.004, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8508, loss_cls: 1.3846, loss: 1.3846, grad_norm: 8.2648 2020-07-31 06:52:56,806 - mmaction - INFO - Epoch [73][500/3757] lr: 1.000e-03, eta: 2 days, 8:48:44, time: 2.086, data_time: 0.009, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8688, loss_cls: 1.3343, loss: 1.3343, grad_norm: 8.3349 2020-07-31 06:53:34,665 - mmaction - INFO - Epoch [73][520/3757] lr: 1.000e-03, eta: 2 days, 8:48:04, time: 1.884, data_time: 0.008, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8758, loss_cls: 1.2576, loss: 1.2576, grad_norm: 8.1597 2020-07-31 06:54:14,034 - mmaction - INFO - Epoch [73][540/3757] lr: 1.000e-03, eta: 2 days, 8:47:25, time: 1.971, data_time: 0.195, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8719, loss_cls: 1.2970, loss: 1.2970, grad_norm: 8.3523 2020-07-31 06:54:51,621 - mmaction - INFO - Epoch [73][560/3757] lr: 1.000e-03, eta: 2 days, 8:46:46, time: 1.887, data_time: 0.009, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8711, loss_cls: 1.2784, loss: 1.2784, grad_norm: 8.3806 2020-07-31 06:55:28,419 - mmaction - INFO - Epoch [73][580/3757] lr: 1.000e-03, eta: 2 days, 8:46:06, time: 1.835, data_time: 0.007, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8375, loss_cls: 1.5014, loss: 1.5014, grad_norm: 8.9732 2020-07-31 06:56:05,481 - mmaction - INFO - Epoch [73][600/3757] lr: 1.000e-03, eta: 2 days, 8:45:26, time: 1.857, data_time: 0.009, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8648, loss_cls: 1.3100, loss: 1.3100, grad_norm: 8.2840 2020-07-31 06:56:45,475 - mmaction - INFO - Epoch [73][620/3757] lr: 1.000e-03, eta: 2 days, 8:44:47, time: 1.996, data_time: 0.008, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8547, loss_cls: 1.3358, loss: 1.3358, grad_norm: 8.2443 2020-07-31 06:57:26,710 - mmaction - INFO - Epoch [73][640/3757] lr: 1.000e-03, eta: 2 days, 8:44:09, time: 2.065, data_time: 0.204, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8648, loss_cls: 1.3075, loss: 1.3075, grad_norm: 8.1612 2020-07-31 06:58:05,090 - mmaction - INFO - Epoch [73][660/3757] lr: 1.000e-03, eta: 2 days, 8:43:30, time: 1.921, data_time: 0.003, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8570, loss_cls: 1.3664, loss: 1.3664, grad_norm: 8.4216 2020-07-31 06:58:43,672 - mmaction - INFO - Epoch [73][680/3757] lr: 1.000e-03, eta: 2 days, 8:42:50, time: 1.918, data_time: 0.007, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8719, loss_cls: 1.2563, loss: 1.2563, grad_norm: 8.2208 2020-07-31 06:59:22,317 - mmaction - INFO - Epoch [73][700/3757] lr: 1.000e-03, eta: 2 days, 8:42:11, time: 1.942, data_time: 0.013, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8633, loss_cls: 1.3110, loss: 1.3110, grad_norm: 8.1878 2020-07-31 07:00:03,587 - mmaction - INFO - Epoch [73][720/3757] lr: 1.000e-03, eta: 2 days, 8:41:33, time: 2.060, data_time: 0.008, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8570, loss_cls: 1.3855, loss: 1.3855, grad_norm: 8.5994 2020-07-31 07:00:40,928 - mmaction - INFO - Epoch [73][740/3757] lr: 1.000e-03, eta: 2 days, 8:40:53, time: 1.858, data_time: 0.210, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8742, loss_cls: 1.2864, loss: 1.2864, grad_norm: 8.0782 2020-07-31 07:01:24,057 - mmaction - INFO - Epoch [73][760/3757] lr: 1.000e-03, eta: 2 days, 8:40:16, time: 2.168, data_time: 0.067, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8602, loss_cls: 1.3309, loss: 1.3309, grad_norm: 8.1994 2020-07-31 07:02:00,609 - mmaction - INFO - Epoch [73][780/3757] lr: 1.000e-03, eta: 2 days, 8:39:36, time: 1.828, data_time: 0.003, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8578, loss_cls: 1.3594, loss: 1.3594, grad_norm: 8.3267 2020-07-31 07:02:41,384 - mmaction - INFO - Epoch [73][800/3757] lr: 1.000e-03, eta: 2 days, 8:38:57, time: 2.029, data_time: 0.007, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8578, loss_cls: 1.3707, loss: 1.3707, grad_norm: 8.4512 2020-07-31 07:03:21,456 - mmaction - INFO - Epoch [73][820/3757] lr: 1.000e-03, eta: 2 days, 8:38:19, time: 2.013, data_time: 0.012, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8703, loss_cls: 1.2598, loss: 1.2598, grad_norm: 8.3295 2020-07-31 07:04:00,182 - mmaction - INFO - Epoch [73][840/3757] lr: 1.000e-03, eta: 2 days, 8:37:39, time: 1.935, data_time: 0.009, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8570, loss_cls: 1.3814, loss: 1.3814, grad_norm: 8.6256 2020-07-31 07:04:38,044 - mmaction - INFO - Epoch [73][860/3757] lr: 1.000e-03, eta: 2 days, 8:37:00, time: 1.895, data_time: 0.010, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8547, loss_cls: 1.3274, loss: 1.3274, grad_norm: 8.1780 2020-07-31 07:05:19,691 - mmaction - INFO - Epoch [73][880/3757] lr: 1.000e-03, eta: 2 days, 8:36:22, time: 2.077, data_time: 0.003, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8531, loss_cls: 1.3502, loss: 1.3502, grad_norm: 8.1517 2020-07-31 07:05:59,335 - mmaction - INFO - Epoch [73][900/3757] lr: 1.000e-03, eta: 2 days, 8:35:43, time: 1.986, data_time: 0.008, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8750, loss_cls: 1.2747, loss: 1.2747, grad_norm: 8.0221 2020-07-31 07:06:36,737 - mmaction - INFO - Epoch [73][920/3757] lr: 1.000e-03, eta: 2 days, 8:35:03, time: 1.872, data_time: 0.008, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8656, loss_cls: 1.3050, loss: 1.3050, grad_norm: 8.2411 2020-07-31 07:07:16,848 - mmaction - INFO - Epoch [73][940/3757] lr: 1.000e-03, eta: 2 days, 8:34:25, time: 2.005, data_time: 0.002, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8641, loss_cls: 1.3669, loss: 1.3669, grad_norm: 8.5394 2020-07-31 07:07:54,743 - mmaction - INFO - Epoch [73][960/3757] lr: 1.000e-03, eta: 2 days, 8:33:45, time: 1.891, data_time: 0.008, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8672, loss_cls: 1.3194, loss: 1.3194, grad_norm: 8.2811 2020-07-31 07:08:34,171 - mmaction - INFO - Epoch [73][980/3757] lr: 1.000e-03, eta: 2 days, 8:33:06, time: 1.975, data_time: 0.006, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8727, loss_cls: 1.2920, loss: 1.2920, grad_norm: 8.3759 2020-07-31 07:09:10,047 - mmaction - INFO - Epoch [73][1000/3757] lr: 1.000e-03, eta: 2 days, 8:32:26, time: 1.791, data_time: 0.012, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8578, loss_cls: 1.3329, loss: 1.3329, grad_norm: 8.4079 2020-07-31 07:09:50,477 - mmaction - INFO - Epoch [73][1020/3757] lr: 1.000e-03, eta: 2 days, 8:31:47, time: 2.025, data_time: 0.107, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8773, loss_cls: 1.2553, loss: 1.2553, grad_norm: 8.1620 2020-07-31 07:10:27,975 - mmaction - INFO - Epoch [73][1040/3757] lr: 1.000e-03, eta: 2 days, 8:31:08, time: 1.872, data_time: 0.008, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8617, loss_cls: 1.3054, loss: 1.3054, grad_norm: 7.9962 2020-07-31 07:11:09,733 - mmaction - INFO - Epoch [73][1060/3757] lr: 1.000e-03, eta: 2 days, 8:30:30, time: 2.091, data_time: 0.019, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8641, loss_cls: 1.3028, loss: 1.3028, grad_norm: 8.0950 2020-07-31 07:11:47,942 - mmaction - INFO - Epoch [73][1080/3757] lr: 1.000e-03, eta: 2 days, 8:29:50, time: 1.911, data_time: 0.009, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.3011, loss: 1.3011, grad_norm: 8.1140 2020-07-31 07:12:24,784 - mmaction - INFO - Epoch [73][1100/3757] lr: 1.000e-03, eta: 2 days, 8:29:10, time: 1.841, data_time: 0.009, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8648, loss_cls: 1.3142, loss: 1.3142, grad_norm: 8.1544 2020-07-31 07:13:03,904 - mmaction - INFO - Epoch [73][1120/3757] lr: 1.000e-03, eta: 2 days, 8:28:31, time: 1.956, data_time: 0.007, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8883, loss_cls: 1.2123, loss: 1.2123, grad_norm: 8.2308 2020-07-31 07:13:44,711 - mmaction - INFO - Epoch [73][1140/3757] lr: 1.000e-03, eta: 2 days, 8:27:53, time: 2.038, data_time: 0.010, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8516, loss_cls: 1.4079, loss: 1.4079, grad_norm: 8.6608 2020-07-31 07:14:22,825 - mmaction - INFO - Epoch [73][1160/3757] lr: 1.000e-03, eta: 2 days, 8:27:13, time: 1.904, data_time: 0.024, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8805, loss_cls: 1.2812, loss: 1.2812, grad_norm: 8.2711 2020-07-31 07:15:03,099 - mmaction - INFO - Epoch [73][1180/3757] lr: 1.000e-03, eta: 2 days, 8:26:35, time: 2.019, data_time: 0.010, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8680, loss_cls: 1.2978, loss: 1.2978, grad_norm: 8.2785 2020-07-31 07:15:40,303 - mmaction - INFO - Epoch [73][1200/3757] lr: 1.000e-03, eta: 2 days, 8:25:55, time: 1.859, data_time: 0.002, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8703, loss_cls: 1.3842, loss: 1.3842, grad_norm: 8.6366 2020-07-31 07:16:20,609 - mmaction - INFO - Epoch [73][1220/3757] lr: 1.000e-03, eta: 2 days, 8:25:16, time: 2.009, data_time: 0.010, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8773, loss_cls: 1.2730, loss: 1.2730, grad_norm: 8.1620 2020-07-31 07:16:57,798 - mmaction - INFO - Epoch [73][1240/3757] lr: 1.000e-03, eta: 2 days, 8:24:37, time: 1.865, data_time: 0.063, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8617, loss_cls: 1.2883, loss: 1.2883, grad_norm: 8.2857 2020-07-31 07:17:35,294 - mmaction - INFO - Epoch [73][1260/3757] lr: 1.000e-03, eta: 2 days, 8:23:57, time: 1.870, data_time: 0.067, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8781, loss_cls: 1.2549, loss: 1.2549, grad_norm: 8.1532 2020-07-31 07:18:15,207 - mmaction - INFO - Epoch [73][1280/3757] lr: 1.000e-03, eta: 2 days, 8:23:18, time: 2.001, data_time: 0.075, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8656, loss_cls: 1.3287, loss: 1.3287, grad_norm: 8.2502 2020-07-31 07:18:54,642 - mmaction - INFO - Epoch [73][1300/3757] lr: 1.000e-03, eta: 2 days, 8:22:39, time: 1.965, data_time: 0.010, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8594, loss_cls: 1.3717, loss: 1.3717, grad_norm: 8.4152 2020-07-31 07:19:34,336 - mmaction - INFO - Epoch [73][1320/3757] lr: 1.000e-03, eta: 2 days, 8:22:00, time: 1.993, data_time: 0.010, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8570, loss_cls: 1.4128, loss: 1.4128, grad_norm: 8.6239 2020-07-31 07:20:11,394 - mmaction - INFO - Epoch [73][1340/3757] lr: 1.000e-03, eta: 2 days, 8:21:21, time: 1.853, data_time: 0.018, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8672, loss_cls: 1.3168, loss: 1.3168, grad_norm: 8.3724 2020-07-31 07:20:53,148 - mmaction - INFO - Epoch [73][1360/3757] lr: 1.000e-03, eta: 2 days, 8:20:42, time: 2.085, data_time: 0.004, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8672, loss_cls: 1.2984, loss: 1.2984, grad_norm: 8.2437 2020-07-31 07:21:30,706 - mmaction - INFO - Epoch [73][1380/3757] lr: 1.000e-03, eta: 2 days, 8:20:03, time: 1.878, data_time: 0.012, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8672, loss_cls: 1.2682, loss: 1.2682, grad_norm: 8.0222 2020-07-31 07:22:11,318 - mmaction - INFO - Epoch [73][1400/3757] lr: 1.000e-03, eta: 2 days, 8:19:24, time: 2.030, data_time: 0.010, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8641, loss_cls: 1.3463, loss: 1.3463, grad_norm: 8.3471 2020-07-31 07:22:48,118 - mmaction - INFO - Epoch [73][1420/3757] lr: 1.000e-03, eta: 2 days, 8:18:44, time: 1.843, data_time: 0.008, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8500, loss_cls: 1.3916, loss: 1.3916, grad_norm: 8.5239 2020-07-31 07:23:24,770 - mmaction - INFO - Epoch [73][1440/3757] lr: 1.000e-03, eta: 2 days, 8:18:04, time: 1.826, data_time: 0.008, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8555, loss_cls: 1.3706, loss: 1.3706, grad_norm: 8.5782 2020-07-31 07:24:03,566 - mmaction - INFO - Epoch [73][1460/3757] lr: 1.000e-03, eta: 2 days, 8:17:25, time: 1.946, data_time: 0.010, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8711, loss_cls: 1.3135, loss: 1.3135, grad_norm: 8.3069 2020-07-31 07:24:42,414 - mmaction - INFO - Epoch [73][1480/3757] lr: 1.000e-03, eta: 2 days, 8:16:46, time: 1.942, data_time: 0.003, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8648, loss_cls: 1.3727, loss: 1.3727, grad_norm: 8.5405 2020-07-31 07:25:22,192 - mmaction - INFO - Epoch [73][1500/3757] lr: 1.000e-03, eta: 2 days, 8:16:07, time: 1.983, data_time: 0.008, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8719, loss_cls: 1.2672, loss: 1.2672, grad_norm: 8.3058 2020-07-31 07:26:01,500 - mmaction - INFO - Epoch [73][1520/3757] lr: 1.000e-03, eta: 2 days, 8:15:28, time: 1.972, data_time: 0.009, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8672, loss_cls: 1.3592, loss: 1.3592, grad_norm: 8.4617 2020-07-31 07:26:40,215 - mmaction - INFO - Epoch [73][1540/3757] lr: 1.000e-03, eta: 2 days, 8:14:49, time: 1.932, data_time: 0.010, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8664, loss_cls: 1.3385, loss: 1.3385, grad_norm: 8.4550 2020-07-31 07:27:18,171 - mmaction - INFO - Epoch [73][1560/3757] lr: 1.000e-03, eta: 2 days, 8:14:10, time: 1.902, data_time: 0.009, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8758, loss_cls: 1.2288, loss: 1.2288, grad_norm: 7.7285 2020-07-31 07:27:55,231 - mmaction - INFO - Epoch [73][1580/3757] lr: 1.000e-03, eta: 2 days, 8:13:30, time: 1.846, data_time: 0.019, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8820, loss_cls: 1.2536, loss: 1.2536, grad_norm: 8.2979 2020-07-31 07:28:33,313 - mmaction - INFO - Epoch [73][1600/3757] lr: 1.000e-03, eta: 2 days, 8:12:50, time: 1.911, data_time: 0.090, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8367, loss_cls: 1.4538, loss: 1.4538, grad_norm: 8.3587 2020-07-31 07:29:11,146 - mmaction - INFO - Epoch [73][1620/3757] lr: 1.000e-03, eta: 2 days, 8:12:11, time: 1.888, data_time: 0.340, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3227, loss: 1.3227, grad_norm: 8.4746 2020-07-31 07:29:50,407 - mmaction - INFO - Epoch [73][1640/3757] lr: 1.000e-03, eta: 2 days, 8:11:32, time: 1.965, data_time: 0.529, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8578, loss_cls: 1.3444, loss: 1.3444, grad_norm: 8.3173 2020-07-31 07:30:28,655 - mmaction - INFO - Epoch [73][1660/3757] lr: 1.000e-03, eta: 2 days, 8:10:52, time: 1.905, data_time: 0.365, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8586, loss_cls: 1.3904, loss: 1.3904, grad_norm: 8.6244 2020-07-31 07:31:08,870 - mmaction - INFO - Epoch [73][1680/3757] lr: 1.000e-03, eta: 2 days, 8:10:14, time: 2.018, data_time: 0.577, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8562, loss_cls: 1.3918, loss: 1.3918, grad_norm: 8.7290 2020-07-31 07:31:48,001 - mmaction - INFO - Epoch [73][1700/3757] lr: 1.000e-03, eta: 2 days, 8:09:35, time: 1.957, data_time: 0.202, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8609, loss_cls: 1.3150, loss: 1.3150, grad_norm: 8.1229 2020-07-31 07:32:25,107 - mmaction - INFO - Epoch [73][1720/3757] lr: 1.000e-03, eta: 2 days, 8:08:55, time: 1.856, data_time: 0.256, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8547, loss_cls: 1.3640, loss: 1.3640, grad_norm: 8.4262 2020-07-31 07:33:02,427 - mmaction - INFO - Epoch [73][1740/3757] lr: 1.000e-03, eta: 2 days, 8:08:15, time: 1.865, data_time: 0.571, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8719, loss_cls: 1.2527, loss: 1.2527, grad_norm: 7.9679 2020-07-31 07:33:41,958 - mmaction - INFO - Epoch [73][1760/3757] lr: 1.000e-03, eta: 2 days, 8:07:36, time: 1.974, data_time: 0.263, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8586, loss_cls: 1.2941, loss: 1.2941, grad_norm: 8.2188 2020-07-31 07:34:20,624 - mmaction - INFO - Epoch [73][1780/3757] lr: 1.000e-03, eta: 2 days, 8:06:57, time: 1.928, data_time: 0.594, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8594, loss_cls: 1.3520, loss: 1.3520, grad_norm: 8.2363 2020-07-31 07:34:58,765 - mmaction - INFO - Epoch [73][1800/3757] lr: 1.000e-03, eta: 2 days, 8:06:18, time: 1.915, data_time: 0.179, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8695, loss_cls: 1.3582, loss: 1.3582, grad_norm: 8.5298 2020-07-31 07:35:42,087 - mmaction - INFO - Epoch [73][1820/3757] lr: 1.000e-03, eta: 2 days, 8:05:40, time: 2.161, data_time: 1.290, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8461, loss_cls: 1.4306, loss: 1.4306, grad_norm: 8.6020 2020-07-31 07:36:16,085 - mmaction - INFO - Epoch [73][1840/3757] lr: 1.000e-03, eta: 2 days, 8:04:59, time: 1.705, data_time: 0.664, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8617, loss_cls: 1.2870, loss: 1.2870, grad_norm: 8.0665 2020-07-31 07:36:56,752 - mmaction - INFO - Epoch [73][1860/3757] lr: 1.000e-03, eta: 2 days, 8:04:21, time: 2.027, data_time: 0.880, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8680, loss_cls: 1.2855, loss: 1.2855, grad_norm: 8.0661 2020-07-31 07:37:33,758 - mmaction - INFO - Epoch [73][1880/3757] lr: 1.000e-03, eta: 2 days, 8:03:41, time: 1.858, data_time: 0.259, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8664, loss_cls: 1.3482, loss: 1.3482, grad_norm: 8.5234 2020-07-31 07:38:13,308 - mmaction - INFO - Epoch [73][1900/3757] lr: 1.000e-03, eta: 2 days, 8:03:02, time: 1.967, data_time: 0.007, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8609, loss_cls: 1.3349, loss: 1.3349, grad_norm: 8.3906 2020-07-31 07:38:51,772 - mmaction - INFO - Epoch [73][1920/3757] lr: 1.000e-03, eta: 2 days, 8:02:23, time: 1.931, data_time: 0.012, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8539, loss_cls: 1.3122, loss: 1.3122, grad_norm: 8.0235 2020-07-31 07:39:29,407 - mmaction - INFO - Epoch [73][1940/3757] lr: 1.000e-03, eta: 2 days, 8:01:43, time: 1.884, data_time: 0.010, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8547, loss_cls: 1.4145, loss: 1.4145, grad_norm: 8.5075 2020-07-31 07:40:08,235 - mmaction - INFO - Epoch [73][1960/3757] lr: 1.000e-03, eta: 2 days, 8:01:04, time: 1.937, data_time: 0.016, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8516, loss_cls: 1.4026, loss: 1.4026, grad_norm: 8.7859 2020-07-31 07:40:46,479 - mmaction - INFO - Epoch [73][1980/3757] lr: 1.000e-03, eta: 2 days, 8:00:25, time: 1.915, data_time: 0.038, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8578, loss_cls: 1.4146, loss: 1.4146, grad_norm: 8.5937 2020-07-31 07:41:27,694 - mmaction - INFO - Epoch [73][2000/3757] lr: 1.000e-03, eta: 2 days, 7:59:46, time: 2.059, data_time: 0.011, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8578, loss_cls: 1.3872, loss: 1.3872, grad_norm: 8.5355 2020-07-31 07:42:06,647 - mmaction - INFO - Epoch [73][2020/3757] lr: 1.000e-03, eta: 2 days, 7:59:07, time: 1.950, data_time: 0.009, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8672, loss_cls: 1.3282, loss: 1.3282, grad_norm: 8.2318 2020-07-31 07:42:49,332 - mmaction - INFO - Epoch [73][2040/3757] lr: 1.000e-03, eta: 2 days, 7:58:29, time: 2.132, data_time: 0.010, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8578, loss_cls: 1.3633, loss: 1.3633, grad_norm: 8.6451 2020-07-31 07:43:29,589 - mmaction - INFO - Epoch [73][2060/3757] lr: 1.000e-03, eta: 2 days, 7:57:51, time: 2.016, data_time: 0.013, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8734, loss_cls: 1.2614, loss: 1.2614, grad_norm: 8.1152 2020-07-31 07:44:05,627 - mmaction - INFO - Epoch [73][2080/3757] lr: 1.000e-03, eta: 2 days, 7:57:11, time: 1.800, data_time: 0.010, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8477, loss_cls: 1.4214, loss: 1.4214, grad_norm: 8.4312 2020-07-31 07:44:45,351 - mmaction - INFO - Epoch [73][2100/3757] lr: 1.000e-03, eta: 2 days, 7:56:32, time: 1.987, data_time: 0.011, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8641, loss_cls: 1.2600, loss: 1.2600, grad_norm: 7.9544 2020-07-31 07:45:22,680 - mmaction - INFO - Epoch [73][2120/3757] lr: 1.000e-03, eta: 2 days, 7:55:52, time: 1.864, data_time: 0.124, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8609, loss_cls: 1.3105, loss: 1.3105, grad_norm: 7.9070 2020-07-31 07:46:01,755 - mmaction - INFO - Epoch [73][2140/3757] lr: 1.000e-03, eta: 2 days, 7:55:13, time: 1.957, data_time: 0.036, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8461, loss_cls: 1.3792, loss: 1.3792, grad_norm: 8.4007 2020-07-31 07:46:42,664 - mmaction - INFO - Epoch [73][2160/3757] lr: 1.000e-03, eta: 2 days, 7:54:35, time: 2.040, data_time: 0.008, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8547, loss_cls: 1.3584, loss: 1.3584, grad_norm: 8.4230 2020-07-31 07:47:19,280 - mmaction - INFO - Epoch [73][2180/3757] lr: 1.000e-03, eta: 2 days, 7:53:55, time: 1.837, data_time: 0.009, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8508, loss_cls: 1.3963, loss: 1.3963, grad_norm: 8.3304 2020-07-31 07:47:57,162 - mmaction - INFO - Epoch [73][2200/3757] lr: 1.000e-03, eta: 2 days, 7:53:15, time: 1.890, data_time: 0.012, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8539, loss_cls: 1.3540, loss: 1.3540, grad_norm: 8.2710 2020-07-31 07:48:36,379 - mmaction - INFO - Epoch [73][2220/3757] lr: 1.000e-03, eta: 2 days, 7:52:36, time: 1.965, data_time: 0.009, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8625, loss_cls: 1.3291, loss: 1.3291, grad_norm: 8.2395 2020-07-31 07:49:14,659 - mmaction - INFO - Epoch [73][2240/3757] lr: 1.000e-03, eta: 2 days, 7:51:57, time: 1.906, data_time: 0.008, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8672, loss_cls: 1.2796, loss: 1.2796, grad_norm: 8.1984 2020-07-31 07:49:56,067 - mmaction - INFO - Epoch [73][2260/3757] lr: 1.000e-03, eta: 2 days, 7:51:19, time: 2.078, data_time: 0.011, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8648, loss_cls: 1.3388, loss: 1.3388, grad_norm: 8.3991 2020-07-31 07:50:33,326 - mmaction - INFO - Epoch [73][2280/3757] lr: 1.000e-03, eta: 2 days, 7:50:39, time: 1.862, data_time: 0.005, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8617, loss_cls: 1.3263, loss: 1.3263, grad_norm: 8.2818 2020-07-31 07:51:08,284 - mmaction - INFO - Epoch [73][2300/3757] lr: 1.000e-03, eta: 2 days, 7:49:58, time: 1.746, data_time: 0.645, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8555, loss_cls: 1.3623, loss: 1.3623, grad_norm: 8.3949 2020-07-31 07:51:48,087 - mmaction - INFO - Epoch [73][2320/3757] lr: 1.000e-03, eta: 2 days, 7:49:19, time: 1.992, data_time: 1.047, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8594, loss_cls: 1.3365, loss: 1.3365, grad_norm: 8.3904 2020-07-31 07:52:32,976 - mmaction - INFO - Epoch [73][2340/3757] lr: 1.000e-03, eta: 2 days, 7:48:43, time: 2.240, data_time: 0.541, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8812, loss_cls: 1.2810, loss: 1.2810, grad_norm: 8.3832 2020-07-31 07:53:15,060 - mmaction - INFO - Epoch [73][2360/3757] lr: 1.000e-03, eta: 2 days, 7:48:05, time: 2.108, data_time: 0.014, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8711, loss_cls: 1.2637, loss: 1.2637, grad_norm: 8.0582 2020-07-31 07:53:52,795 - mmaction - INFO - Epoch [73][2380/3757] lr: 1.000e-03, eta: 2 days, 7:47:25, time: 1.888, data_time: 0.036, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8594, loss_cls: 1.3246, loss: 1.3246, grad_norm: 8.2540 2020-07-31 07:54:30,999 - mmaction - INFO - Epoch [73][2400/3757] lr: 1.000e-03, eta: 2 days, 7:46:46, time: 1.908, data_time: 0.009, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8758, loss_cls: 1.2471, loss: 1.2471, grad_norm: 8.1919 2020-07-31 07:55:12,743 - mmaction - INFO - Epoch [73][2420/3757] lr: 1.000e-03, eta: 2 days, 7:46:08, time: 2.083, data_time: 0.010, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8734, loss_cls: 1.2602, loss: 1.2602, grad_norm: 8.0901 2020-07-31 07:55:49,586 - mmaction - INFO - Epoch [73][2440/3757] lr: 1.000e-03, eta: 2 days, 7:45:28, time: 1.843, data_time: 0.021, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8555, loss_cls: 1.3693, loss: 1.3693, grad_norm: 8.5887 2020-07-31 07:56:27,643 - mmaction - INFO - Epoch [73][2460/3757] lr: 1.000e-03, eta: 2 days, 7:44:48, time: 1.909, data_time: 0.435, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8641, loss_cls: 1.3496, loss: 1.3496, grad_norm: 8.5457 2020-07-31 07:57:07,296 - mmaction - INFO - Epoch [73][2480/3757] lr: 1.000e-03, eta: 2 days, 7:44:09, time: 1.982, data_time: 0.319, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8516, loss_cls: 1.3403, loss: 1.3403, grad_norm: 8.0430 2020-07-31 07:57:44,603 - mmaction - INFO - Epoch [73][2500/3757] lr: 1.000e-03, eta: 2 days, 7:43:30, time: 1.865, data_time: 0.497, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8477, loss_cls: 1.3818, loss: 1.3818, grad_norm: 8.3580 2020-07-31 07:58:25,016 - mmaction - INFO - Epoch [73][2520/3757] lr: 1.000e-03, eta: 2 days, 7:42:51, time: 2.019, data_time: 0.068, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8414, loss_cls: 1.4125, loss: 1.4125, grad_norm: 8.3964 2020-07-31 07:59:04,401 - mmaction - INFO - Epoch [73][2540/3757] lr: 1.000e-03, eta: 2 days, 7:42:12, time: 1.963, data_time: 0.194, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8375, loss_cls: 1.4530, loss: 1.4530, grad_norm: 8.4912 2020-07-31 07:59:44,894 - mmaction - INFO - Epoch [73][2560/3757] lr: 1.000e-03, eta: 2 days, 7:41:34, time: 2.033, data_time: 0.128, memory: 5170, top1_acc: 0.6320, top5_acc: 0.8430, loss_cls: 1.5010, loss: 1.5010, grad_norm: 8.7337 2020-07-31 08:00:19,616 - mmaction - INFO - Epoch [73][2580/3757] lr: 1.000e-03, eta: 2 days, 7:40:53, time: 1.720, data_time: 0.007, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8695, loss_cls: 1.2993, loss: 1.2993, grad_norm: 7.9131 2020-07-31 08:01:03,523 - mmaction - INFO - Epoch [73][2600/3757] lr: 1.000e-03, eta: 2 days, 7:40:16, time: 2.205, data_time: 0.484, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8602, loss_cls: 1.3204, loss: 1.3204, grad_norm: 8.3638 2020-07-31 08:01:40,875 - mmaction - INFO - Epoch [73][2620/3757] lr: 1.000e-03, eta: 2 days, 7:39:36, time: 1.874, data_time: 0.439, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8633, loss_cls: 1.4163, loss: 1.4163, grad_norm: 8.6307 2020-07-31 08:02:21,367 - mmaction - INFO - Epoch [73][2640/3757] lr: 1.000e-03, eta: 2 days, 7:38:57, time: 2.023, data_time: 0.278, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8656, loss_cls: 1.3136, loss: 1.3136, grad_norm: 8.2973 2020-07-31 08:02:58,352 - mmaction - INFO - Epoch [73][2660/3757] lr: 1.000e-03, eta: 2 days, 7:38:18, time: 1.850, data_time: 0.010, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8531, loss_cls: 1.4091, loss: 1.4091, grad_norm: 8.5883 2020-07-31 08:03:36,882 - mmaction - INFO - Epoch [73][2680/3757] lr: 1.000e-03, eta: 2 days, 7:37:38, time: 1.926, data_time: 0.027, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8516, loss_cls: 1.4017, loss: 1.4017, grad_norm: 8.6013 2020-07-31 08:04:18,086 - mmaction - INFO - Epoch [73][2700/3757] lr: 1.000e-03, eta: 2 days, 7:37:00, time: 2.056, data_time: 0.008, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8586, loss_cls: 1.3356, loss: 1.3356, grad_norm: 8.3298 2020-07-31 08:04:56,812 - mmaction - INFO - Epoch [73][2720/3757] lr: 1.000e-03, eta: 2 days, 7:36:21, time: 1.941, data_time: 0.025, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8734, loss_cls: 1.2626, loss: 1.2626, grad_norm: 8.2054 2020-07-31 08:05:38,989 - mmaction - INFO - Epoch [73][2740/3757] lr: 1.000e-03, eta: 2 days, 7:35:43, time: 2.100, data_time: 0.007, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8719, loss_cls: 1.2998, loss: 1.2998, grad_norm: 8.2315 2020-07-31 08:06:15,337 - mmaction - INFO - Epoch [73][2760/3757] lr: 1.000e-03, eta: 2 days, 7:35:03, time: 1.824, data_time: 0.012, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8531, loss_cls: 1.3834, loss: 1.3834, grad_norm: 8.4518 2020-07-31 08:06:52,663 - mmaction - INFO - Epoch [73][2780/3757] lr: 1.000e-03, eta: 2 days, 7:34:23, time: 1.861, data_time: 0.031, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8586, loss_cls: 1.3152, loss: 1.3152, grad_norm: 8.2868 2020-07-31 08:07:34,128 - mmaction - INFO - Epoch [73][2800/3757] lr: 1.000e-03, eta: 2 days, 7:33:45, time: 2.079, data_time: 0.010, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8594, loss_cls: 1.3906, loss: 1.3906, grad_norm: 8.3401 2020-07-31 08:08:09,864 - mmaction - INFO - Epoch [73][2820/3757] lr: 1.000e-03, eta: 2 days, 7:33:05, time: 1.785, data_time: 0.009, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8594, loss_cls: 1.3301, loss: 1.3301, grad_norm: 8.1278 2020-07-31 08:08:54,628 - mmaction - INFO - Epoch [73][2840/3757] lr: 1.000e-03, eta: 2 days, 7:32:28, time: 2.240, data_time: 0.108, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8555, loss_cls: 1.3919, loss: 1.3919, grad_norm: 8.5545 2020-07-31 08:09:31,232 - mmaction - INFO - Epoch [73][2860/3757] lr: 1.000e-03, eta: 2 days, 7:31:48, time: 1.831, data_time: 0.010, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8648, loss_cls: 1.3599, loss: 1.3599, grad_norm: 8.4254 2020-07-31 08:10:10,055 - mmaction - INFO - Epoch [73][2880/3757] lr: 1.000e-03, eta: 2 days, 7:31:09, time: 1.938, data_time: 0.024, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8648, loss_cls: 1.3766, loss: 1.3766, grad_norm: 8.4463 2020-07-31 08:10:46,702 - mmaction - INFO - Epoch [73][2900/3757] lr: 1.000e-03, eta: 2 days, 7:30:29, time: 1.836, data_time: 0.005, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8773, loss_cls: 1.2933, loss: 1.2933, grad_norm: 8.1462 2020-07-31 08:11:25,394 - mmaction - INFO - Epoch [73][2920/3757] lr: 1.000e-03, eta: 2 days, 7:29:49, time: 1.929, data_time: 0.011, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8742, loss_cls: 1.3042, loss: 1.3042, grad_norm: 8.5263 2020-07-31 08:12:04,127 - mmaction - INFO - Epoch [73][2940/3757] lr: 1.000e-03, eta: 2 days, 7:29:10, time: 1.941, data_time: 0.045, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8484, loss_cls: 1.4079, loss: 1.4079, grad_norm: 8.4739 2020-07-31 08:12:44,535 - mmaction - INFO - Epoch [73][2960/3757] lr: 1.000e-03, eta: 2 days, 7:28:32, time: 2.014, data_time: 0.332, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8703, loss_cls: 1.2909, loss: 1.2909, grad_norm: 8.2753 2020-07-31 08:13:24,295 - mmaction - INFO - Epoch [73][2980/3757] lr: 1.000e-03, eta: 2 days, 7:27:53, time: 1.994, data_time: 0.633, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8539, loss_cls: 1.4435, loss: 1.4435, grad_norm: 8.6012 2020-07-31 08:14:03,243 - mmaction - INFO - Epoch [73][3000/3757] lr: 1.000e-03, eta: 2 days, 7:27:14, time: 1.947, data_time: 0.497, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8492, loss_cls: 1.3798, loss: 1.3798, grad_norm: 8.4966 2020-07-31 08:14:43,183 - mmaction - INFO - Epoch [73][3020/3757] lr: 1.000e-03, eta: 2 days, 7:26:35, time: 1.998, data_time: 0.505, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8438, loss_cls: 1.4034, loss: 1.4034, grad_norm: 8.6209 2020-07-31 08:15:24,196 - mmaction - INFO - Epoch [73][3040/3757] lr: 1.000e-03, eta: 2 days, 7:25:57, time: 2.048, data_time: 0.101, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8758, loss_cls: 1.2505, loss: 1.2505, grad_norm: 8.3664 2020-07-31 08:16:02,217 - mmaction - INFO - Epoch [73][3060/3757] lr: 1.000e-03, eta: 2 days, 7:25:17, time: 1.903, data_time: 0.005, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8602, loss_cls: 1.3535, loss: 1.3535, grad_norm: 8.2897 2020-07-31 08:16:38,906 - mmaction - INFO - Epoch [73][3080/3757] lr: 1.000e-03, eta: 2 days, 7:24:37, time: 1.830, data_time: 0.011, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8430, loss_cls: 1.4371, loss: 1.4371, grad_norm: 8.3007 2020-07-31 08:17:15,984 - mmaction - INFO - Epoch [73][3100/3757] lr: 1.000e-03, eta: 2 days, 7:23:57, time: 1.858, data_time: 0.007, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8617, loss_cls: 1.2910, loss: 1.2910, grad_norm: 7.9708 2020-07-31 08:17:54,148 - mmaction - INFO - Epoch [73][3120/3757] lr: 1.000e-03, eta: 2 days, 7:23:18, time: 1.903, data_time: 0.036, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8531, loss_cls: 1.3885, loss: 1.3885, grad_norm: 8.5047 2020-07-31 08:18:35,895 - mmaction - INFO - Epoch [73][3140/3757] lr: 1.000e-03, eta: 2 days, 7:22:40, time: 2.093, data_time: 0.010, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8445, loss_cls: 1.4302, loss: 1.4302, grad_norm: 8.7102 2020-07-31 08:19:14,714 - mmaction - INFO - Epoch [73][3160/3757] lr: 1.000e-03, eta: 2 days, 7:22:01, time: 1.939, data_time: 0.007, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8711, loss_cls: 1.2988, loss: 1.2988, grad_norm: 8.3818 2020-07-31 08:19:49,967 - mmaction - INFO - Epoch [73][3180/3757] lr: 1.000e-03, eta: 2 days, 7:21:20, time: 1.765, data_time: 0.005, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8617, loss_cls: 1.3030, loss: 1.3030, grad_norm: 8.1455 2020-07-31 08:20:29,428 - mmaction - INFO - Epoch [73][3200/3757] lr: 1.000e-03, eta: 2 days, 7:20:41, time: 1.967, data_time: 0.424, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8633, loss_cls: 1.3050, loss: 1.3050, grad_norm: 8.2677 2020-07-31 08:21:06,629 - mmaction - INFO - Epoch [73][3220/3757] lr: 1.000e-03, eta: 2 days, 7:20:02, time: 1.866, data_time: 0.062, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8594, loss_cls: 1.3204, loss: 1.3204, grad_norm: 8.3904 2020-07-31 08:21:48,396 - mmaction - INFO - Epoch [73][3240/3757] lr: 1.000e-03, eta: 2 days, 7:19:23, time: 2.084, data_time: 0.023, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8719, loss_cls: 1.3556, loss: 1.3556, grad_norm: 8.6063 2020-07-31 08:22:27,545 - mmaction - INFO - Epoch [73][3260/3757] lr: 1.000e-03, eta: 2 days, 7:18:44, time: 1.955, data_time: 0.009, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8789, loss_cls: 1.2940, loss: 1.2940, grad_norm: 8.4449 2020-07-31 08:23:05,226 - mmaction - INFO - Epoch [73][3280/3757] lr: 1.000e-03, eta: 2 days, 7:18:05, time: 1.888, data_time: 0.174, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8555, loss_cls: 1.3652, loss: 1.3652, grad_norm: 8.2907 2020-07-31 08:23:48,490 - mmaction - INFO - Epoch [73][3300/3757] lr: 1.000e-03, eta: 2 days, 7:17:27, time: 2.158, data_time: 0.462, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8625, loss_cls: 1.4030, loss: 1.4030, grad_norm: 8.3795 2020-07-31 08:24:22,757 - mmaction - INFO - Epoch [73][3320/3757] lr: 1.000e-03, eta: 2 days, 7:16:46, time: 1.714, data_time: 0.360, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8625, loss_cls: 1.3240, loss: 1.3240, grad_norm: 8.2998 2020-07-31 08:25:01,671 - mmaction - INFO - Epoch [73][3340/3757] lr: 1.000e-03, eta: 2 days, 7:16:07, time: 1.952, data_time: 0.320, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8500, loss_cls: 1.4025, loss: 1.4025, grad_norm: 8.5526 2020-07-31 08:25:41,363 - mmaction - INFO - Epoch [73][3360/3757] lr: 1.000e-03, eta: 2 days, 7:15:28, time: 1.976, data_time: 0.304, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8609, loss_cls: 1.3561, loss: 1.3561, grad_norm: 8.4402 2020-07-31 08:26:20,909 - mmaction - INFO - Epoch [73][3380/3757] lr: 1.000e-03, eta: 2 days, 7:14:50, time: 1.986, data_time: 0.548, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8625, loss_cls: 1.3835, loss: 1.3835, grad_norm: 8.3342 2020-07-31 08:26:56,840 - mmaction - INFO - Epoch [73][3400/3757] lr: 1.000e-03, eta: 2 days, 7:14:09, time: 1.788, data_time: 0.787, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8711, loss_cls: 1.3249, loss: 1.3249, grad_norm: 8.3766 2020-07-31 08:27:38,734 - mmaction - INFO - Epoch [73][3420/3757] lr: 1.000e-03, eta: 2 days, 7:13:31, time: 2.102, data_time: 1.432, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8508, loss_cls: 1.3913, loss: 1.3913, grad_norm: 8.5259 2020-07-31 08:28:14,379 - mmaction - INFO - Epoch [73][3440/3757] lr: 1.000e-03, eta: 2 days, 7:12:51, time: 1.782, data_time: 0.613, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8547, loss_cls: 1.3818, loss: 1.3818, grad_norm: 8.4743 2020-07-31 08:28:54,704 - mmaction - INFO - Epoch [73][3460/3757] lr: 1.000e-03, eta: 2 days, 7:12:12, time: 2.017, data_time: 0.792, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8594, loss_cls: 1.3470, loss: 1.3470, grad_norm: 8.3605 2020-07-31 08:29:36,379 - mmaction - INFO - Epoch [73][3480/3757] lr: 1.000e-03, eta: 2 days, 7:11:34, time: 2.079, data_time: 0.203, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8703, loss_cls: 1.2847, loss: 1.2847, grad_norm: 8.4078 2020-07-31 08:30:13,692 - mmaction - INFO - Epoch [73][3500/3757] lr: 1.000e-03, eta: 2 days, 7:10:55, time: 1.871, data_time: 0.008, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8656, loss_cls: 1.3120, loss: 1.3120, grad_norm: 8.4939 2020-07-31 08:30:51,861 - mmaction - INFO - Epoch [73][3520/3757] lr: 1.000e-03, eta: 2 days, 7:10:15, time: 1.909, data_time: 0.003, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8438, loss_cls: 1.4405, loss: 1.4405, grad_norm: 8.8148 2020-07-31 08:31:28,053 - mmaction - INFO - Epoch [73][3540/3757] lr: 1.000e-03, eta: 2 days, 7:09:35, time: 1.803, data_time: 0.008, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8414, loss_cls: 1.4210, loss: 1.4210, grad_norm: 8.6241 2020-07-31 08:32:08,910 - mmaction - INFO - Epoch [73][3560/3757] lr: 1.000e-03, eta: 2 days, 7:08:57, time: 2.049, data_time: 0.039, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8562, loss_cls: 1.3896, loss: 1.3896, grad_norm: 8.3505 2020-07-31 08:32:46,255 - mmaction - INFO - Epoch [73][3580/3757] lr: 1.000e-03, eta: 2 days, 7:08:17, time: 1.868, data_time: 1.105, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8633, loss_cls: 1.3521, loss: 1.3521, grad_norm: 8.2474 2020-07-31 08:33:24,886 - mmaction - INFO - Epoch [73][3600/3757] lr: 1.000e-03, eta: 2 days, 7:07:38, time: 1.932, data_time: 1.360, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8672, loss_cls: 1.3242, loss: 1.3242, grad_norm: 8.3438 2020-07-31 08:34:06,502 - mmaction - INFO - Epoch [73][3620/3757] lr: 1.000e-03, eta: 2 days, 7:07:00, time: 2.081, data_time: 0.920, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8641, loss_cls: 1.3357, loss: 1.3357, grad_norm: 8.2141 2020-07-31 08:34:45,959 - mmaction - INFO - Epoch [73][3640/3757] lr: 1.000e-03, eta: 2 days, 7:06:21, time: 1.972, data_time: 0.306, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8516, loss_cls: 1.3915, loss: 1.3915, grad_norm: 8.6224 2020-07-31 08:35:23,097 - mmaction - INFO - Epoch [73][3660/3757] lr: 1.000e-03, eta: 2 days, 7:05:41, time: 1.853, data_time: 0.495, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8562, loss_cls: 1.4081, loss: 1.4081, grad_norm: 8.3527 2020-07-31 08:36:01,731 - mmaction - INFO - Epoch [73][3680/3757] lr: 1.000e-03, eta: 2 days, 7:05:02, time: 1.937, data_time: 0.442, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8547, loss_cls: 1.3793, loss: 1.3793, grad_norm: 8.4047 2020-07-31 08:36:41,055 - mmaction - INFO - Epoch [73][3700/3757] lr: 1.000e-03, eta: 2 days, 7:04:23, time: 1.959, data_time: 0.210, memory: 5170, top1_acc: 0.6367, top5_acc: 0.8406, loss_cls: 1.5247, loss: 1.5247, grad_norm: 8.8325 2020-07-31 08:37:21,686 - mmaction - INFO - Epoch [73][3720/3757] lr: 1.000e-03, eta: 2 days, 7:03:44, time: 2.036, data_time: 0.682, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8469, loss_cls: 1.4254, loss: 1.4254, grad_norm: 8.5299 2020-07-31 08:38:01,014 - mmaction - INFO - Epoch [73][3740/3757] lr: 1.000e-03, eta: 2 days, 7:03:05, time: 1.958, data_time: 0.188, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8641, loss_cls: 1.3826, loss: 1.3826, grad_norm: 8.5595 2020-07-31 08:38:27,806 - mmaction - INFO - Saving checkpoint at 73 epochs 2020-07-31 08:39:24,469 - mmaction - INFO - Epoch [74][20/3757] lr: 1.000e-03, eta: 2 days, 7:01:47, time: 2.761, data_time: 1.003, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8625, loss_cls: 1.2711, loss: 1.2711, grad_norm: 8.0244 2020-07-31 08:40:02,557 - mmaction - INFO - Epoch [74][40/3757] lr: 1.000e-03, eta: 2 days, 7:01:07, time: 1.912, data_time: 0.011, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8586, loss_cls: 1.3705, loss: 1.3705, grad_norm: 8.3818 2020-07-31 08:40:39,188 - mmaction - INFO - Epoch [74][60/3757] lr: 1.000e-03, eta: 2 days, 7:00:27, time: 1.831, data_time: 0.013, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8617, loss_cls: 1.3278, loss: 1.3278, grad_norm: 8.2933 2020-07-31 08:41:21,139 - mmaction - INFO - Epoch [74][80/3757] lr: 1.000e-03, eta: 2 days, 6:59:49, time: 2.098, data_time: 0.457, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8539, loss_cls: 1.3243, loss: 1.3243, grad_norm: 8.5078 2020-07-31 08:42:02,044 - mmaction - INFO - Epoch [74][100/3757] lr: 1.000e-03, eta: 2 days, 6:59:11, time: 2.045, data_time: 0.828, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8539, loss_cls: 1.3621, loss: 1.3621, grad_norm: 8.6475 2020-07-31 08:42:39,355 - mmaction - INFO - Epoch [74][120/3757] lr: 1.000e-03, eta: 2 days, 6:58:31, time: 1.865, data_time: 0.775, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8609, loss_cls: 1.3673, loss: 1.3673, grad_norm: 8.4654 2020-07-31 08:43:21,930 - mmaction - INFO - Epoch [74][140/3757] lr: 1.000e-03, eta: 2 days, 6:57:53, time: 2.125, data_time: 0.230, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8695, loss_cls: 1.2995, loss: 1.2995, grad_norm: 8.0237 2020-07-31 08:44:02,139 - mmaction - INFO - Epoch [74][160/3757] lr: 1.000e-03, eta: 2 days, 6:57:15, time: 2.015, data_time: 0.016, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8531, loss_cls: 1.3434, loss: 1.3434, grad_norm: 8.3153 2020-07-31 08:44:40,319 - mmaction - INFO - Epoch [74][180/3757] lr: 1.000e-03, eta: 2 days, 6:56:35, time: 1.909, data_time: 0.004, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8664, loss_cls: 1.3362, loss: 1.3362, grad_norm: 8.2369 2020-07-31 08:45:16,611 - mmaction - INFO - Epoch [74][200/3757] lr: 1.000e-03, eta: 2 days, 6:55:55, time: 1.815, data_time: 0.079, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8656, loss_cls: 1.2982, loss: 1.2982, grad_norm: 8.3231 2020-07-31 08:45:56,112 - mmaction - INFO - Epoch [74][220/3757] lr: 1.000e-03, eta: 2 days, 6:55:16, time: 1.976, data_time: 0.307, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8664, loss_cls: 1.3179, loss: 1.3179, grad_norm: 8.5174 2020-07-31 08:46:39,060 - mmaction - INFO - Epoch [74][240/3757] lr: 1.000e-03, eta: 2 days, 6:54:39, time: 2.143, data_time: 0.006, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8695, loss_cls: 1.2833, loss: 1.2833, grad_norm: 8.3375 2020-07-31 08:47:18,669 - mmaction - INFO - Epoch [74][260/3757] lr: 1.000e-03, eta: 2 days, 6:54:00, time: 1.984, data_time: 0.011, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8664, loss_cls: 1.3063, loss: 1.3063, grad_norm: 8.2120 2020-07-31 08:47:59,050 - mmaction - INFO - Epoch [74][280/3757] lr: 1.000e-03, eta: 2 days, 6:53:21, time: 2.020, data_time: 0.009, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8742, loss_cls: 1.2648, loss: 1.2648, grad_norm: 8.0942 2020-07-31 08:48:36,555 - mmaction - INFO - Epoch [74][300/3757] lr: 1.000e-03, eta: 2 days, 6:52:42, time: 1.874, data_time: 0.003, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8461, loss_cls: 1.3749, loss: 1.3749, grad_norm: 8.5796 2020-07-31 08:49:14,805 - mmaction - INFO - Epoch [74][320/3757] lr: 1.000e-03, eta: 2 days, 6:52:02, time: 1.906, data_time: 0.090, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8664, loss_cls: 1.2872, loss: 1.2872, grad_norm: 8.3282 2020-07-31 08:49:54,380 - mmaction - INFO - Epoch [74][340/3757] lr: 1.000e-03, eta: 2 days, 6:51:23, time: 1.985, data_time: 0.249, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8656, loss_cls: 1.3514, loss: 1.3514, grad_norm: 8.2186 2020-07-31 08:50:35,099 - mmaction - INFO - Epoch [74][360/3757] lr: 1.000e-03, eta: 2 days, 6:50:45, time: 2.029, data_time: 0.009, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8680, loss_cls: 1.3180, loss: 1.3180, grad_norm: 8.2355 2020-07-31 08:51:15,179 - mmaction - INFO - Epoch [74][380/3757] lr: 1.000e-03, eta: 2 days, 6:50:06, time: 2.012, data_time: 0.011, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8547, loss_cls: 1.3691, loss: 1.3691, grad_norm: 8.6679 2020-07-31 08:51:56,062 - mmaction - INFO - Epoch [74][400/3757] lr: 1.000e-03, eta: 2 days, 6:49:28, time: 2.041, data_time: 0.002, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8797, loss_cls: 1.2163, loss: 1.2163, grad_norm: 8.0190 2020-07-31 08:52:35,435 - mmaction - INFO - Epoch [74][420/3757] lr: 1.000e-03, eta: 2 days, 6:48:49, time: 1.970, data_time: 0.008, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8594, loss_cls: 1.3698, loss: 1.3698, grad_norm: 8.4519 2020-07-31 08:53:12,632 - mmaction - INFO - Epoch [74][440/3757] lr: 1.000e-03, eta: 2 days, 6:48:09, time: 1.853, data_time: 0.010, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8758, loss_cls: 1.2478, loss: 1.2478, grad_norm: 8.1634 2020-07-31 08:53:53,446 - mmaction - INFO - Epoch [74][460/3757] lr: 1.000e-03, eta: 2 days, 6:47:31, time: 2.048, data_time: 0.325, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8586, loss_cls: 1.3470, loss: 1.3470, grad_norm: 8.2796 2020-07-31 08:54:34,448 - mmaction - INFO - Epoch [74][480/3757] lr: 1.000e-03, eta: 2 days, 6:46:52, time: 2.049, data_time: 1.208, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8875, loss_cls: 1.2475, loss: 1.2475, grad_norm: 8.2204 2020-07-31 08:55:10,218 - mmaction - INFO - Epoch [74][500/3757] lr: 1.000e-03, eta: 2 days, 6:46:12, time: 1.790, data_time: 0.276, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8562, loss_cls: 1.3419, loss: 1.3419, grad_norm: 8.2583 2020-07-31 08:55:47,527 - mmaction - INFO - Epoch [74][520/3757] lr: 1.000e-03, eta: 2 days, 6:45:32, time: 1.866, data_time: 0.033, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8539, loss_cls: 1.2949, loss: 1.2949, grad_norm: 8.0761 2020-07-31 08:56:27,055 - mmaction - INFO - Epoch [74][540/3757] lr: 1.000e-03, eta: 2 days, 6:44:53, time: 1.968, data_time: 0.008, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8609, loss_cls: 1.3584, loss: 1.3584, grad_norm: 8.4571 2020-07-31 08:57:05,592 - mmaction - INFO - Epoch [74][560/3757] lr: 1.000e-03, eta: 2 days, 6:44:14, time: 1.935, data_time: 0.011, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8656, loss_cls: 1.3291, loss: 1.3291, grad_norm: 8.4655 2020-07-31 08:57:47,767 - mmaction - INFO - Epoch [74][580/3757] lr: 1.000e-03, eta: 2 days, 6:43:36, time: 2.104, data_time: 0.008, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8523, loss_cls: 1.3759, loss: 1.3759, grad_norm: 8.1737 2020-07-31 08:58:24,054 - mmaction - INFO - Epoch [74][600/3757] lr: 1.000e-03, eta: 2 days, 6:42:56, time: 1.817, data_time: 0.009, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8570, loss_cls: 1.3658, loss: 1.3658, grad_norm: 8.3388 2020-07-31 08:59:02,235 - mmaction - INFO - Epoch [74][620/3757] lr: 1.000e-03, eta: 2 days, 6:42:17, time: 1.904, data_time: 0.008, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8617, loss_cls: 1.3723, loss: 1.3723, grad_norm: 8.3379 2020-07-31 08:59:42,077 - mmaction - INFO - Epoch [74][640/3757] lr: 1.000e-03, eta: 2 days, 6:41:38, time: 1.998, data_time: 0.021, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8633, loss_cls: 1.3315, loss: 1.3315, grad_norm: 8.4393 2020-07-31 09:00:20,537 - mmaction - INFO - Epoch [74][660/3757] lr: 1.000e-03, eta: 2 days, 6:40:59, time: 1.905, data_time: 0.117, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8734, loss_cls: 1.2928, loss: 1.2928, grad_norm: 8.3403 2020-07-31 09:00:59,067 - mmaction - INFO - Epoch [74][680/3757] lr: 1.000e-03, eta: 2 days, 6:40:19, time: 1.946, data_time: 0.141, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8602, loss_cls: 1.3717, loss: 1.3717, grad_norm: 8.6206 2020-07-31 09:01:38,185 - mmaction - INFO - Epoch [74][700/3757] lr: 1.000e-03, eta: 2 days, 6:39:40, time: 1.952, data_time: 0.007, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8484, loss_cls: 1.3571, loss: 1.3571, grad_norm: 8.3365 2020-07-31 09:02:21,436 - mmaction - INFO - Epoch [74][720/3757] lr: 1.000e-03, eta: 2 days, 6:39:03, time: 2.158, data_time: 0.653, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8531, loss_cls: 1.3668, loss: 1.3668, grad_norm: 8.5091 2020-07-31 09:02:58,628 - mmaction - INFO - Epoch [74][740/3757] lr: 1.000e-03, eta: 2 days, 6:38:23, time: 1.866, data_time: 0.756, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8680, loss_cls: 1.3005, loss: 1.3005, grad_norm: 8.3202 2020-07-31 09:03:35,423 - mmaction - INFO - Epoch [74][760/3757] lr: 1.000e-03, eta: 2 days, 6:37:43, time: 1.842, data_time: 0.334, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8555, loss_cls: 1.3619, loss: 1.3619, grad_norm: 8.3043 2020-07-31 09:04:18,871 - mmaction - INFO - Epoch [74][780/3757] lr: 1.000e-03, eta: 2 days, 6:37:06, time: 2.162, data_time: 1.050, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8555, loss_cls: 1.3575, loss: 1.3575, grad_norm: 8.3160 2020-07-31 09:04:56,035 - mmaction - INFO - Epoch [74][800/3757] lr: 1.000e-03, eta: 2 days, 6:36:26, time: 1.868, data_time: 0.748, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8570, loss_cls: 1.3328, loss: 1.3328, grad_norm: 8.2177 2020-07-31 09:05:33,980 - mmaction - INFO - Epoch [74][820/3757] lr: 1.000e-03, eta: 2 days, 6:35:46, time: 1.890, data_time: 0.382, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8633, loss_cls: 1.3930, loss: 1.3930, grad_norm: 8.6864 2020-07-31 09:06:11,524 - mmaction - INFO - Epoch [74][840/3757] lr: 1.000e-03, eta: 2 days, 6:35:07, time: 1.883, data_time: 0.108, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8695, loss_cls: 1.2766, loss: 1.2766, grad_norm: 8.2415 2020-07-31 09:06:51,130 - mmaction - INFO - Epoch [74][860/3757] lr: 1.000e-03, eta: 2 days, 6:34:28, time: 1.981, data_time: 0.107, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8562, loss_cls: 1.3393, loss: 1.3393, grad_norm: 8.3591 2020-07-31 09:07:30,878 - mmaction - INFO - Epoch [74][880/3757] lr: 1.000e-03, eta: 2 days, 6:33:49, time: 1.987, data_time: 0.011, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8625, loss_cls: 1.3345, loss: 1.3345, grad_norm: 8.3445 2020-07-31 09:08:09,977 - mmaction - INFO - Epoch [74][900/3757] lr: 1.000e-03, eta: 2 days, 6:33:10, time: 1.954, data_time: 0.009, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8539, loss_cls: 1.3549, loss: 1.3549, grad_norm: 8.4427 2020-07-31 09:08:49,318 - mmaction - INFO - Epoch [74][920/3757] lr: 1.000e-03, eta: 2 days, 6:32:31, time: 1.968, data_time: 0.010, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8562, loss_cls: 1.3714, loss: 1.3714, grad_norm: 8.3075 2020-07-31 09:09:31,015 - mmaction - INFO - Epoch [74][940/3757] lr: 1.000e-03, eta: 2 days, 6:31:53, time: 2.079, data_time: 0.010, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8688, loss_cls: 1.3370, loss: 1.3370, grad_norm: 8.5024 2020-07-31 09:10:06,568 - mmaction - INFO - Epoch [74][960/3757] lr: 1.000e-03, eta: 2 days, 6:31:13, time: 1.785, data_time: 0.009, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.3459, loss: 1.3459, grad_norm: 8.2413 2020-07-31 09:10:46,197 - mmaction - INFO - Epoch [74][980/3757] lr: 1.000e-03, eta: 2 days, 6:30:34, time: 1.980, data_time: 0.002, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8727, loss_cls: 1.2526, loss: 1.2526, grad_norm: 8.0408 2020-07-31 09:11:28,019 - mmaction - INFO - Epoch [74][1000/3757] lr: 1.000e-03, eta: 2 days, 6:29:56, time: 2.088, data_time: 0.009, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8461, loss_cls: 1.4190, loss: 1.4190, grad_norm: 8.6200 2020-07-31 09:12:03,897 - mmaction - INFO - Epoch [74][1020/3757] lr: 1.000e-03, eta: 2 days, 6:29:15, time: 1.798, data_time: 0.008, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8656, loss_cls: 1.3078, loss: 1.3078, grad_norm: 8.2288 2020-07-31 09:12:40,465 - mmaction - INFO - Epoch [74][1040/3757] lr: 1.000e-03, eta: 2 days, 6:28:35, time: 1.822, data_time: 0.008, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8711, loss_cls: 1.2735, loss: 1.2735, grad_norm: 8.0444 2020-07-31 09:13:20,251 - mmaction - INFO - Epoch [74][1060/3757] lr: 1.000e-03, eta: 2 days, 6:27:57, time: 1.987, data_time: 0.010, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8812, loss_cls: 1.2730, loss: 1.2730, grad_norm: 8.5608 2020-07-31 09:14:00,252 - mmaction - INFO - Epoch [74][1080/3757] lr: 1.000e-03, eta: 2 days, 6:27:18, time: 2.009, data_time: 0.011, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8719, loss_cls: 1.2854, loss: 1.2854, grad_norm: 8.2342 2020-07-31 09:14:36,724 - mmaction - INFO - Epoch [74][1100/3757] lr: 1.000e-03, eta: 2 days, 6:26:38, time: 1.821, data_time: 0.002, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8672, loss_cls: 1.3100, loss: 1.3100, grad_norm: 8.1790 2020-07-31 09:15:19,266 - mmaction - INFO - Epoch [74][1120/3757] lr: 1.000e-03, eta: 2 days, 6:26:00, time: 2.121, data_time: 0.009, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8578, loss_cls: 1.2913, loss: 1.2913, grad_norm: 8.2902 2020-07-31 09:16:00,544 - mmaction - INFO - Epoch [74][1140/3757] lr: 1.000e-03, eta: 2 days, 6:25:22, time: 2.070, data_time: 0.012, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8633, loss_cls: 1.3912, loss: 1.3912, grad_norm: 8.8664 2020-07-31 09:16:39,382 - mmaction - INFO - Epoch [74][1160/3757] lr: 1.000e-03, eta: 2 days, 6:24:43, time: 1.942, data_time: 0.301, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8484, loss_cls: 1.4042, loss: 1.4042, grad_norm: 8.7758 2020-07-31 09:17:16,395 - mmaction - INFO - Epoch [74][1180/3757] lr: 1.000e-03, eta: 2 days, 6:24:03, time: 1.851, data_time: 0.009, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8641, loss_cls: 1.3045, loss: 1.3045, grad_norm: 8.1929 2020-07-31 09:17:53,021 - mmaction - INFO - Epoch [74][1200/3757] lr: 1.000e-03, eta: 2 days, 6:23:23, time: 1.830, data_time: 0.050, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8586, loss_cls: 1.3690, loss: 1.3690, grad_norm: 8.7585 2020-07-31 09:18:34,453 - mmaction - INFO - Epoch [74][1220/3757] lr: 1.000e-03, eta: 2 days, 6:22:45, time: 2.073, data_time: 0.011, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8773, loss_cls: 1.2914, loss: 1.2914, grad_norm: 8.4540 2020-07-31 09:19:13,703 - mmaction - INFO - Epoch [74][1240/3757] lr: 1.000e-03, eta: 2 days, 6:22:06, time: 1.959, data_time: 0.009, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8562, loss_cls: 1.3239, loss: 1.3239, grad_norm: 8.3241 2020-07-31 09:19:50,045 - mmaction - INFO - Epoch [74][1260/3757] lr: 1.000e-03, eta: 2 days, 6:21:26, time: 1.820, data_time: 0.035, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8758, loss_cls: 1.2697, loss: 1.2697, grad_norm: 8.2458 2020-07-31 09:20:31,065 - mmaction - INFO - Epoch [74][1280/3757] lr: 1.000e-03, eta: 2 days, 6:20:47, time: 2.045, data_time: 0.352, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8641, loss_cls: 1.3152, loss: 1.3152, grad_norm: 8.0904 2020-07-31 09:21:09,690 - mmaction - INFO - Epoch [74][1300/3757] lr: 1.000e-03, eta: 2 days, 6:20:08, time: 1.932, data_time: 1.122, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8602, loss_cls: 1.3294, loss: 1.3294, grad_norm: 8.4507 2020-07-31 09:21:50,416 - mmaction - INFO - Epoch [74][1320/3757] lr: 1.000e-03, eta: 2 days, 6:19:30, time: 2.041, data_time: 1.264, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8672, loss_cls: 1.3357, loss: 1.3357, grad_norm: 8.4495 2020-07-31 09:22:25,033 - mmaction - INFO - Epoch [74][1340/3757] lr: 1.000e-03, eta: 2 days, 6:18:49, time: 1.731, data_time: 1.154, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8414, loss_cls: 1.3826, loss: 1.3826, grad_norm: 8.5555 2020-07-31 09:23:03,505 - mmaction - INFO - Epoch [74][1360/3757] lr: 1.000e-03, eta: 2 days, 6:18:10, time: 1.918, data_time: 0.958, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8500, loss_cls: 1.3827, loss: 1.3827, grad_norm: 8.5231 2020-07-31 09:23:44,005 - mmaction - INFO - Epoch [74][1380/3757] lr: 1.000e-03, eta: 2 days, 6:17:31, time: 2.032, data_time: 0.236, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8648, loss_cls: 1.2982, loss: 1.2982, grad_norm: 8.1760 2020-07-31 09:24:18,850 - mmaction - INFO - Epoch [74][1400/3757] lr: 1.000e-03, eta: 2 days, 6:16:50, time: 1.735, data_time: 0.070, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8516, loss_cls: 1.3565, loss: 1.3565, grad_norm: 8.2065 2020-07-31 09:24:59,971 - mmaction - INFO - Epoch [74][1420/3757] lr: 1.000e-03, eta: 2 days, 6:16:12, time: 2.062, data_time: 0.036, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8539, loss_cls: 1.3844, loss: 1.3844, grad_norm: 8.7616 2020-07-31 09:25:39,748 - mmaction - INFO - Epoch [74][1440/3757] lr: 1.000e-03, eta: 2 days, 6:15:33, time: 1.991, data_time: 0.006, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8641, loss_cls: 1.2867, loss: 1.2867, grad_norm: 7.9846 2020-07-31 09:26:20,948 - mmaction - INFO - Epoch [74][1460/3757] lr: 1.000e-03, eta: 2 days, 6:14:55, time: 2.056, data_time: 0.009, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8602, loss_cls: 1.3896, loss: 1.3896, grad_norm: 8.5936 2020-07-31 09:26:58,086 - mmaction - INFO - Epoch [74][1480/3757] lr: 1.000e-03, eta: 2 days, 6:14:15, time: 1.860, data_time: 0.032, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8703, loss_cls: 1.3181, loss: 1.3181, grad_norm: 8.5194 2020-07-31 09:27:35,436 - mmaction - INFO - Epoch [74][1500/3757] lr: 1.000e-03, eta: 2 days, 6:13:36, time: 1.858, data_time: 0.046, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8602, loss_cls: 1.3173, loss: 1.3173, grad_norm: 8.1624 2020-07-31 09:28:16,297 - mmaction - INFO - Epoch [74][1520/3757] lr: 1.000e-03, eta: 2 days, 6:12:57, time: 2.053, data_time: 0.434, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8758, loss_cls: 1.2815, loss: 1.2815, grad_norm: 8.4010 2020-07-31 09:28:54,266 - mmaction - INFO - Epoch [74][1540/3757] lr: 1.000e-03, eta: 2 days, 6:12:18, time: 1.890, data_time: 0.352, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8555, loss_cls: 1.3300, loss: 1.3300, grad_norm: 8.2346 2020-07-31 09:29:31,642 - mmaction - INFO - Epoch [74][1560/3757] lr: 1.000e-03, eta: 2 days, 6:11:38, time: 1.876, data_time: 0.674, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8555, loss_cls: 1.3786, loss: 1.3786, grad_norm: 8.4201 2020-07-31 09:30:10,895 - mmaction - INFO - Epoch [74][1580/3757] lr: 1.000e-03, eta: 2 days, 6:10:59, time: 1.964, data_time: 0.129, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8555, loss_cls: 1.3403, loss: 1.3403, grad_norm: 8.3606 2020-07-31 09:30:48,782 - mmaction - INFO - Epoch [74][1600/3757] lr: 1.000e-03, eta: 2 days, 6:10:20, time: 1.896, data_time: 0.003, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8711, loss_cls: 1.3048, loss: 1.3048, grad_norm: 8.2228 2020-07-31 09:31:26,943 - mmaction - INFO - Epoch [74][1620/3757] lr: 1.000e-03, eta: 2 days, 6:09:40, time: 1.904, data_time: 0.008, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8602, loss_cls: 1.3051, loss: 1.3051, grad_norm: 8.2584 2020-07-31 09:32:06,564 - mmaction - INFO - Epoch [74][1640/3757] lr: 1.000e-03, eta: 2 days, 6:09:01, time: 1.978, data_time: 0.009, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8672, loss_cls: 1.2635, loss: 1.2635, grad_norm: 8.1424 2020-07-31 09:32:46,052 - mmaction - INFO - Epoch [74][1660/3757] lr: 1.000e-03, eta: 2 days, 6:08:22, time: 1.980, data_time: 0.010, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8609, loss_cls: 1.3173, loss: 1.3173, grad_norm: 8.4408 2020-07-31 09:33:24,071 - mmaction - INFO - Epoch [74][1680/3757] lr: 1.000e-03, eta: 2 days, 6:07:43, time: 1.895, data_time: 0.009, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8453, loss_cls: 1.3978, loss: 1.3978, grad_norm: 8.6851 2020-07-31 09:34:06,031 - mmaction - INFO - Epoch [74][1700/3757] lr: 1.000e-03, eta: 2 days, 6:07:05, time: 2.105, data_time: 0.224, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8469, loss_cls: 1.4020, loss: 1.4020, grad_norm: 8.7319 2020-07-31 09:34:43,416 - mmaction - INFO - Epoch [74][1720/3757] lr: 1.000e-03, eta: 2 days, 6:06:25, time: 1.869, data_time: 0.010, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8594, loss_cls: 1.3370, loss: 1.3370, grad_norm: 8.6095 2020-07-31 09:35:22,001 - mmaction - INFO - Epoch [74][1740/3757] lr: 1.000e-03, eta: 2 days, 6:05:46, time: 1.924, data_time: 0.007, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8594, loss_cls: 1.3993, loss: 1.3993, grad_norm: 8.6818 2020-07-31 09:36:00,683 - mmaction - INFO - Epoch [74][1760/3757] lr: 1.000e-03, eta: 2 days, 6:05:07, time: 1.934, data_time: 0.009, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8648, loss_cls: 1.3592, loss: 1.3592, grad_norm: 8.3210 2020-07-31 09:36:40,324 - mmaction - INFO - Epoch [74][1780/3757] lr: 1.000e-03, eta: 2 days, 6:04:28, time: 1.981, data_time: 0.013, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8562, loss_cls: 1.4098, loss: 1.4098, grad_norm: 8.7600 2020-07-31 09:37:18,901 - mmaction - INFO - Epoch [74][1800/3757] lr: 1.000e-03, eta: 2 days, 6:03:49, time: 1.930, data_time: 0.012, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8625, loss_cls: 1.2858, loss: 1.2858, grad_norm: 8.0684 2020-07-31 09:37:58,900 - mmaction - INFO - Epoch [74][1820/3757] lr: 1.000e-03, eta: 2 days, 6:03:10, time: 2.003, data_time: 0.009, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8539, loss_cls: 1.3473, loss: 1.3473, grad_norm: 8.7904 2020-07-31 09:38:38,172 - mmaction - INFO - Epoch [74][1840/3757] lr: 1.000e-03, eta: 2 days, 6:02:31, time: 1.966, data_time: 0.010, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8602, loss_cls: 1.3379, loss: 1.3379, grad_norm: 8.3473 2020-07-31 09:39:13,062 - mmaction - INFO - Epoch [74][1860/3757] lr: 1.000e-03, eta: 2 days, 6:01:50, time: 1.744, data_time: 0.006, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8633, loss_cls: 1.3313, loss: 1.3313, grad_norm: 8.2219 2020-07-31 09:39:52,965 - mmaction - INFO - Epoch [74][1880/3757] lr: 1.000e-03, eta: 2 days, 6:01:12, time: 1.986, data_time: 0.054, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8734, loss_cls: 1.2799, loss: 1.2799, grad_norm: 8.2833 2020-07-31 09:40:36,621 - mmaction - INFO - Epoch [74][1900/3757] lr: 1.000e-03, eta: 2 days, 6:00:34, time: 2.186, data_time: 0.012, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8664, loss_cls: 1.3546, loss: 1.3546, grad_norm: 8.6691 2020-07-31 09:41:09,568 - mmaction - INFO - Epoch [74][1920/3757] lr: 1.000e-03, eta: 2 days, 5:59:53, time: 1.653, data_time: 0.014, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8695, loss_cls: 1.3153, loss: 1.3153, grad_norm: 8.2624 2020-07-31 09:41:47,904 - mmaction - INFO - Epoch [74][1940/3757] lr: 1.000e-03, eta: 2 days, 5:59:14, time: 1.916, data_time: 0.121, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8750, loss_cls: 1.2778, loss: 1.2778, grad_norm: 8.5348 2020-07-31 09:42:30,037 - mmaction - INFO - Epoch [74][1960/3757] lr: 1.000e-03, eta: 2 days, 5:58:36, time: 2.107, data_time: 0.397, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8469, loss_cls: 1.3979, loss: 1.3979, grad_norm: 8.6393 2020-07-31 09:43:09,104 - mmaction - INFO - Epoch [74][1980/3757] lr: 1.000e-03, eta: 2 days, 5:57:57, time: 1.952, data_time: 0.009, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8531, loss_cls: 1.3808, loss: 1.3808, grad_norm: 8.1155 2020-07-31 09:43:44,725 - mmaction - INFO - Epoch [74][2000/3757] lr: 1.000e-03, eta: 2 days, 5:57:16, time: 1.783, data_time: 0.007, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8820, loss_cls: 1.2213, loss: 1.2213, grad_norm: 8.2752 2020-07-31 09:44:27,341 - mmaction - INFO - Epoch [74][2020/3757] lr: 1.000e-03, eta: 2 days, 5:56:38, time: 2.125, data_time: 0.009, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8688, loss_cls: 1.2895, loss: 1.2895, grad_norm: 8.1888 2020-07-31 09:45:06,921 - mmaction - INFO - Epoch [74][2040/3757] lr: 1.000e-03, eta: 2 days, 5:56:00, time: 1.984, data_time: 0.009, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8680, loss_cls: 1.3110, loss: 1.3110, grad_norm: 8.4127 2020-07-31 09:45:44,710 - mmaction - INFO - Epoch [74][2060/3757] lr: 1.000e-03, eta: 2 days, 5:55:20, time: 1.887, data_time: 0.008, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8641, loss_cls: 1.2981, loss: 1.2981, grad_norm: 8.3840 2020-07-31 09:46:23,988 - mmaction - INFO - Epoch [74][2080/3757] lr: 1.000e-03, eta: 2 days, 5:54:41, time: 1.968, data_time: 0.014, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8547, loss_cls: 1.3908, loss: 1.3908, grad_norm: 8.8168 2020-07-31 09:47:02,686 - mmaction - INFO - Epoch [74][2100/3757] lr: 1.000e-03, eta: 2 days, 5:54:02, time: 1.930, data_time: 0.008, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8656, loss_cls: 1.3194, loss: 1.3194, grad_norm: 8.3070 2020-07-31 09:47:39,032 - mmaction - INFO - Epoch [74][2120/3757] lr: 1.000e-03, eta: 2 days, 5:53:22, time: 1.820, data_time: 0.010, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8609, loss_cls: 1.3380, loss: 1.3380, grad_norm: 8.2580 2020-07-31 09:48:20,470 - mmaction - INFO - Epoch [74][2140/3757] lr: 1.000e-03, eta: 2 days, 5:52:44, time: 2.070, data_time: 0.537, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8594, loss_cls: 1.4143, loss: 1.4143, grad_norm: 8.6222 2020-07-31 09:48:57,048 - mmaction - INFO - Epoch [74][2160/3757] lr: 1.000e-03, eta: 2 days, 5:52:04, time: 1.831, data_time: 0.221, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8656, loss_cls: 1.3289, loss: 1.3289, grad_norm: 8.2939 2020-07-31 09:49:34,881 - mmaction - INFO - Epoch [74][2180/3757] lr: 1.000e-03, eta: 2 days, 5:51:24, time: 1.886, data_time: 0.067, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8617, loss_cls: 1.3694, loss: 1.3694, grad_norm: 8.5198 2020-07-31 09:50:14,962 - mmaction - INFO - Epoch [74][2200/3757] lr: 1.000e-03, eta: 2 days, 5:50:45, time: 2.006, data_time: 0.165, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8641, loss_cls: 1.3424, loss: 1.3424, grad_norm: 8.2989 2020-07-31 09:50:50,724 - mmaction - INFO - Epoch [74][2220/3757] lr: 1.000e-03, eta: 2 days, 5:50:05, time: 1.793, data_time: 0.124, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8641, loss_cls: 1.3151, loss: 1.3151, grad_norm: 8.5919 2020-07-31 09:51:30,592 - mmaction - INFO - Epoch [74][2240/3757] lr: 1.000e-03, eta: 2 days, 5:49:26, time: 1.992, data_time: 0.151, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8578, loss_cls: 1.3780, loss: 1.3780, grad_norm: 8.5637 2020-07-31 09:52:07,224 - mmaction - INFO - Epoch [74][2260/3757] lr: 1.000e-03, eta: 2 days, 5:48:47, time: 1.832, data_time: 0.004, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8695, loss_cls: 1.2890, loss: 1.2890, grad_norm: 8.3006 2020-07-31 09:52:51,560 - mmaction - INFO - Epoch [74][2280/3757] lr: 1.000e-03, eta: 2 days, 5:48:09, time: 2.217, data_time: 0.004, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8562, loss_cls: 1.3349, loss: 1.3349, grad_norm: 8.4499 2020-07-31 09:53:32,401 - mmaction - INFO - Epoch [74][2300/3757] lr: 1.000e-03, eta: 2 days, 5:47:31, time: 2.040, data_time: 0.004, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8430, loss_cls: 1.4942, loss: 1.4942, grad_norm: 8.7751 2020-07-31 09:54:06,263 - mmaction - INFO - Epoch [74][2320/3757] lr: 1.000e-03, eta: 2 days, 5:46:50, time: 1.694, data_time: 0.009, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8617, loss_cls: 1.3546, loss: 1.3546, grad_norm: 8.4163 2020-07-31 09:54:42,994 - mmaction - INFO - Epoch [74][2340/3757] lr: 1.000e-03, eta: 2 days, 5:46:10, time: 1.838, data_time: 0.004, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8555, loss_cls: 1.3871, loss: 1.3871, grad_norm: 8.6101 2020-07-31 09:55:22,488 - mmaction - INFO - Epoch [74][2360/3757] lr: 1.000e-03, eta: 2 days, 5:45:31, time: 1.972, data_time: 0.044, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8664, loss_cls: 1.3237, loss: 1.3237, grad_norm: 8.3734 2020-07-31 09:56:00,693 - mmaction - INFO - Epoch [74][2380/3757] lr: 1.000e-03, eta: 2 days, 5:44:52, time: 1.911, data_time: 0.103, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8516, loss_cls: 1.3622, loss: 1.3622, grad_norm: 8.4050 2020-07-31 09:56:43,421 - mmaction - INFO - Epoch [74][2400/3757] lr: 1.000e-03, eta: 2 days, 5:44:14, time: 2.136, data_time: 0.817, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8734, loss_cls: 1.2817, loss: 1.2817, grad_norm: 8.3857 2020-07-31 09:57:23,073 - mmaction - INFO - Epoch [74][2420/3757] lr: 1.000e-03, eta: 2 days, 5:43:35, time: 1.980, data_time: 1.297, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8672, loss_cls: 1.2803, loss: 1.2803, grad_norm: 8.1142 2020-07-31 09:58:00,770 - mmaction - INFO - Epoch [74][2440/3757] lr: 1.000e-03, eta: 2 days, 5:42:56, time: 1.889, data_time: 0.522, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8773, loss_cls: 1.2850, loss: 1.2850, grad_norm: 8.3293 2020-07-31 09:58:37,193 - mmaction - INFO - Epoch [74][2460/3757] lr: 1.000e-03, eta: 2 days, 5:42:16, time: 1.815, data_time: 0.770, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8477, loss_cls: 1.4441, loss: 1.4441, grad_norm: 8.6340 2020-07-31 09:59:16,870 - mmaction - INFO - Epoch [74][2480/3757] lr: 1.000e-03, eta: 2 days, 5:41:37, time: 1.986, data_time: 0.019, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8625, loss_cls: 1.3587, loss: 1.3587, grad_norm: 8.4510 2020-07-31 09:59:59,652 - mmaction - INFO - Epoch [74][2500/3757] lr: 1.000e-03, eta: 2 days, 5:40:59, time: 2.138, data_time: 0.013, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8664, loss_cls: 1.3051, loss: 1.3051, grad_norm: 8.4107 2020-07-31 10:00:35,917 - mmaction - INFO - Epoch [74][2520/3757] lr: 1.000e-03, eta: 2 days, 5:40:19, time: 1.799, data_time: 0.351, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8688, loss_cls: 1.2744, loss: 1.2744, grad_norm: 8.0763 2020-07-31 10:01:17,391 - mmaction - INFO - Epoch [74][2540/3757] lr: 1.000e-03, eta: 2 days, 5:39:41, time: 2.092, data_time: 0.591, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8656, loss_cls: 1.3781, loss: 1.3781, grad_norm: 8.4124 2020-07-31 10:01:56,790 - mmaction - INFO - Epoch [74][2560/3757] lr: 1.000e-03, eta: 2 days, 5:39:02, time: 1.971, data_time: 0.014, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8703, loss_cls: 1.2937, loss: 1.2937, grad_norm: 8.3512 2020-07-31 10:02:37,304 - mmaction - INFO - Epoch [74][2580/3757] lr: 1.000e-03, eta: 2 days, 5:38:23, time: 2.020, data_time: 0.535, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8445, loss_cls: 1.4352, loss: 1.4352, grad_norm: 8.8392 2020-07-31 10:03:18,913 - mmaction - INFO - Epoch [74][2600/3757] lr: 1.000e-03, eta: 2 days, 5:37:45, time: 2.087, data_time: 0.612, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8719, loss_cls: 1.2989, loss: 1.2989, grad_norm: 8.2124 2020-07-31 10:03:59,302 - mmaction - INFO - Epoch [74][2620/3757] lr: 1.000e-03, eta: 2 days, 5:37:06, time: 2.014, data_time: 0.397, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8539, loss_cls: 1.3570, loss: 1.3570, grad_norm: 8.7808 2020-07-31 10:04:34,677 - mmaction - INFO - Epoch [74][2640/3757] lr: 1.000e-03, eta: 2 days, 5:36:26, time: 1.775, data_time: 0.009, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8672, loss_cls: 1.3163, loss: 1.3163, grad_norm: 8.4902 2020-07-31 10:05:13,665 - mmaction - INFO - Epoch [74][2660/3757] lr: 1.000e-03, eta: 2 days, 5:35:47, time: 1.946, data_time: 0.009, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8609, loss_cls: 1.3946, loss: 1.3946, grad_norm: 8.8428 2020-07-31 10:05:57,031 - mmaction - INFO - Epoch [74][2680/3757] lr: 1.000e-03, eta: 2 days, 5:35:09, time: 2.167, data_time: 0.006, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8656, loss_cls: 1.3516, loss: 1.3516, grad_norm: 8.5668 2020-07-31 10:06:33,084 - mmaction - INFO - Epoch [74][2700/3757] lr: 1.000e-03, eta: 2 days, 5:34:29, time: 1.800, data_time: 0.016, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8508, loss_cls: 1.4374, loss: 1.4374, grad_norm: 8.6244 2020-07-31 10:07:12,897 - mmaction - INFO - Epoch [74][2720/3757] lr: 1.000e-03, eta: 2 days, 5:33:51, time: 1.994, data_time: 0.899, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8594, loss_cls: 1.3527, loss: 1.3527, grad_norm: 8.5269 2020-07-31 10:07:52,467 - mmaction - INFO - Epoch [74][2740/3757] lr: 1.000e-03, eta: 2 days, 5:33:12, time: 1.981, data_time: 1.243, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8609, loss_cls: 1.3766, loss: 1.3766, grad_norm: 8.7978 2020-07-31 10:08:31,659 - mmaction - INFO - Epoch [74][2760/3757] lr: 1.000e-03, eta: 2 days, 5:32:33, time: 1.958, data_time: 1.405, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8562, loss_cls: 1.4070, loss: 1.4070, grad_norm: 8.5927 2020-07-31 10:09:11,896 - mmaction - INFO - Epoch [74][2780/3757] lr: 1.000e-03, eta: 2 days, 5:31:54, time: 2.010, data_time: 1.429, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8570, loss_cls: 1.4038, loss: 1.4038, grad_norm: 8.4138 2020-07-31 10:09:45,368 - mmaction - INFO - Epoch [74][2800/3757] lr: 1.000e-03, eta: 2 days, 5:31:13, time: 1.677, data_time: 0.692, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8656, loss_cls: 1.3346, loss: 1.3346, grad_norm: 8.6090 2020-07-31 10:10:27,578 - mmaction - INFO - Epoch [74][2820/3757] lr: 1.000e-03, eta: 2 days, 5:30:35, time: 2.103, data_time: 0.456, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8633, loss_cls: 1.3240, loss: 1.3240, grad_norm: 8.3439 2020-07-31 10:11:08,154 - mmaction - INFO - Epoch [74][2840/3757] lr: 1.000e-03, eta: 2 days, 5:29:56, time: 2.036, data_time: 0.172, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8719, loss_cls: 1.2995, loss: 1.2995, grad_norm: 8.4668 2020-07-31 10:11:45,555 - mmaction - INFO - Epoch [74][2860/3757] lr: 1.000e-03, eta: 2 days, 5:29:17, time: 1.867, data_time: 0.010, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8383, loss_cls: 1.4968, loss: 1.4968, grad_norm: 8.8273 2020-07-31 10:12:25,414 - mmaction - INFO - Epoch [74][2880/3757] lr: 1.000e-03, eta: 2 days, 5:28:38, time: 1.997, data_time: 0.119, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8719, loss_cls: 1.2786, loss: 1.2786, grad_norm: 8.5290 2020-07-31 10:13:02,360 - mmaction - INFO - Epoch [74][2900/3757] lr: 1.000e-03, eta: 2 days, 5:27:58, time: 1.844, data_time: 0.059, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8766, loss_cls: 1.2421, loss: 1.2421, grad_norm: 8.2567 2020-07-31 10:13:39,261 - mmaction - INFO - Epoch [74][2920/3757] lr: 1.000e-03, eta: 2 days, 5:27:18, time: 1.848, data_time: 0.234, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8688, loss_cls: 1.2998, loss: 1.2998, grad_norm: 8.6064 2020-07-31 10:14:21,716 - mmaction - INFO - Epoch [74][2940/3757] lr: 1.000e-03, eta: 2 days, 5:26:40, time: 2.117, data_time: 0.008, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8594, loss_cls: 1.3915, loss: 1.3915, grad_norm: 8.6607 2020-07-31 10:15:00,270 - mmaction - INFO - Epoch [74][2960/3757] lr: 1.000e-03, eta: 2 days, 5:26:01, time: 1.933, data_time: 0.009, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8758, loss_cls: 1.2824, loss: 1.2824, grad_norm: 8.1350 2020-07-31 10:15:38,892 - mmaction - INFO - Epoch [74][2980/3757] lr: 1.000e-03, eta: 2 days, 5:25:22, time: 1.929, data_time: 0.010, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8570, loss_cls: 1.3277, loss: 1.3277, grad_norm: 8.4027 2020-07-31 10:16:15,232 - mmaction - INFO - Epoch [74][3000/3757] lr: 1.000e-03, eta: 2 days, 5:24:42, time: 1.820, data_time: 0.072, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8734, loss_cls: 1.2892, loss: 1.2892, grad_norm: 8.3486 2020-07-31 10:16:54,264 - mmaction - INFO - Epoch [74][3020/3757] lr: 1.000e-03, eta: 2 days, 5:24:03, time: 1.944, data_time: 0.918, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8625, loss_cls: 1.3277, loss: 1.3277, grad_norm: 8.4571 2020-07-31 10:17:32,362 - mmaction - INFO - Epoch [74][3040/3757] lr: 1.000e-03, eta: 2 days, 5:23:23, time: 1.913, data_time: 0.342, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8500, loss_cls: 1.4651, loss: 1.4651, grad_norm: 8.8925 2020-07-31 10:18:12,734 - mmaction - INFO - Epoch [74][3060/3757] lr: 1.000e-03, eta: 2 days, 5:22:45, time: 2.020, data_time: 0.592, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8484, loss_cls: 1.4337, loss: 1.4337, grad_norm: 8.9088 2020-07-31 10:18:55,949 - mmaction - INFO - Epoch [74][3080/3757] lr: 1.000e-03, eta: 2 days, 5:22:07, time: 2.154, data_time: 0.008, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8562, loss_cls: 1.3289, loss: 1.3289, grad_norm: 8.6496 2020-07-31 10:19:31,405 - mmaction - INFO - Epoch [74][3100/3757] lr: 1.000e-03, eta: 2 days, 5:21:27, time: 1.780, data_time: 0.009, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8688, loss_cls: 1.2736, loss: 1.2736, grad_norm: 8.0804 2020-07-31 10:20:12,666 - mmaction - INFO - Epoch [74][3120/3757] lr: 1.000e-03, eta: 2 days, 5:20:49, time: 2.056, data_time: 0.032, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8648, loss_cls: 1.2612, loss: 1.2612, grad_norm: 8.2593 2020-07-31 10:20:51,281 - mmaction - INFO - Epoch [74][3140/3757] lr: 1.000e-03, eta: 2 days, 5:20:09, time: 1.937, data_time: 0.010, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8523, loss_cls: 1.3828, loss: 1.3828, grad_norm: 8.5458 2020-07-31 10:21:30,225 - mmaction - INFO - Epoch [74][3160/3757] lr: 1.000e-03, eta: 2 days, 5:19:30, time: 1.942, data_time: 0.003, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8594, loss_cls: 1.3585, loss: 1.3585, grad_norm: 8.3511 2020-07-31 10:22:09,990 - mmaction - INFO - Epoch [74][3180/3757] lr: 1.000e-03, eta: 2 days, 5:18:51, time: 1.992, data_time: 0.169, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8609, loss_cls: 1.3335, loss: 1.3335, grad_norm: 8.1416 2020-07-31 10:22:49,508 - mmaction - INFO - Epoch [74][3200/3757] lr: 1.000e-03, eta: 2 days, 5:18:13, time: 1.978, data_time: 0.947, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8586, loss_cls: 1.3184, loss: 1.3184, grad_norm: 8.1267 2020-07-31 10:23:27,426 - mmaction - INFO - Epoch [74][3220/3757] lr: 1.000e-03, eta: 2 days, 5:17:33, time: 1.889, data_time: 1.215, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8672, loss_cls: 1.3057, loss: 1.3057, grad_norm: 8.2538 2020-07-31 10:24:06,722 - mmaction - INFO - Epoch [74][3240/3757] lr: 1.000e-03, eta: 2 days, 5:16:54, time: 1.972, data_time: 1.337, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8703, loss_cls: 1.3141, loss: 1.3141, grad_norm: 8.3763 2020-07-31 10:24:46,645 - mmaction - INFO - Epoch [74][3260/3757] lr: 1.000e-03, eta: 2 days, 5:16:15, time: 1.996, data_time: 1.412, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8562, loss_cls: 1.3880, loss: 1.3880, grad_norm: 8.6235 2020-07-31 10:25:22,475 - mmaction - INFO - Epoch [74][3280/3757] lr: 1.000e-03, eta: 2 days, 5:15:35, time: 1.785, data_time: 1.209, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8547, loss_cls: 1.3776, loss: 1.3776, grad_norm: 8.5777 2020-07-31 10:25:58,423 - mmaction - INFO - Epoch [74][3300/3757] lr: 1.000e-03, eta: 2 days, 5:14:55, time: 1.805, data_time: 0.941, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8828, loss_cls: 1.2464, loss: 1.2464, grad_norm: 8.3321 2020-07-31 10:26:45,405 - mmaction - INFO - Epoch [74][3320/3757] lr: 1.000e-03, eta: 2 days, 5:14:19, time: 2.345, data_time: 0.351, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8672, loss_cls: 1.3256, loss: 1.3256, grad_norm: 8.4197 2020-07-31 10:27:21,767 - mmaction - INFO - Epoch [74][3340/3757] lr: 1.000e-03, eta: 2 days, 5:13:39, time: 1.819, data_time: 0.081, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8633, loss_cls: 1.3379, loss: 1.3379, grad_norm: 8.2405 2020-07-31 10:28:00,926 - mmaction - INFO - Epoch [74][3360/3757] lr: 1.000e-03, eta: 2 days, 5:13:00, time: 1.956, data_time: 0.114, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8758, loss_cls: 1.2634, loss: 1.2634, grad_norm: 8.2827 2020-07-31 10:28:40,559 - mmaction - INFO - Epoch [74][3380/3757] lr: 1.000e-03, eta: 2 days, 5:12:21, time: 1.985, data_time: 0.011, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8570, loss_cls: 1.3524, loss: 1.3524, grad_norm: 8.3466 2020-07-31 10:29:17,672 - mmaction - INFO - Epoch [74][3400/3757] lr: 1.000e-03, eta: 2 days, 5:11:41, time: 1.854, data_time: 0.005, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8602, loss_cls: 1.3362, loss: 1.3362, grad_norm: 8.3102 2020-07-31 10:29:57,158 - mmaction - INFO - Epoch [74][3420/3757] lr: 1.000e-03, eta: 2 days, 5:11:02, time: 1.978, data_time: 0.011, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8477, loss_cls: 1.4169, loss: 1.4169, grad_norm: 9.0363 2020-07-31 10:30:37,766 - mmaction - INFO - Epoch [74][3440/3757] lr: 1.000e-03, eta: 2 days, 5:10:24, time: 2.024, data_time: 0.136, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8516, loss_cls: 1.3661, loss: 1.3661, grad_norm: 8.4707 2020-07-31 10:31:18,408 - mmaction - INFO - Epoch [74][3460/3757] lr: 1.000e-03, eta: 2 days, 5:09:45, time: 2.033, data_time: 0.012, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8570, loss_cls: 1.3539, loss: 1.3539, grad_norm: 8.5831 2020-07-31 10:31:53,948 - mmaction - INFO - Epoch [74][3480/3757] lr: 1.000e-03, eta: 2 days, 5:09:05, time: 1.778, data_time: 0.012, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8617, loss_cls: 1.3544, loss: 1.3544, grad_norm: 8.6192 2020-07-31 10:32:33,680 - mmaction - INFO - Epoch [74][3500/3757] lr: 1.000e-03, eta: 2 days, 5:08:26, time: 1.984, data_time: 0.016, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8695, loss_cls: 1.2756, loss: 1.2756, grad_norm: 8.0359 2020-07-31 10:33:09,066 - mmaction - INFO - Epoch [74][3520/3757] lr: 1.000e-03, eta: 2 days, 5:07:46, time: 1.769, data_time: 0.009, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8773, loss_cls: 1.2644, loss: 1.2644, grad_norm: 8.2769 2020-07-31 10:33:50,365 - mmaction - INFO - Epoch [74][3540/3757] lr: 1.000e-03, eta: 2 days, 5:07:07, time: 2.071, data_time: 0.011, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8734, loss_cls: 1.2677, loss: 1.2677, grad_norm: 8.2983 2020-07-31 10:34:26,923 - mmaction - INFO - Epoch [74][3560/3757] lr: 1.000e-03, eta: 2 days, 5:06:27, time: 1.825, data_time: 0.009, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8547, loss_cls: 1.3597, loss: 1.3597, grad_norm: 8.3624 2020-07-31 10:35:07,111 - mmaction - INFO - Epoch [74][3580/3757] lr: 1.000e-03, eta: 2 days, 5:05:49, time: 2.010, data_time: 0.033, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8648, loss_cls: 1.3578, loss: 1.3578, grad_norm: 8.6261 2020-07-31 10:35:47,513 - mmaction - INFO - Epoch [74][3600/3757] lr: 1.000e-03, eta: 2 days, 5:05:10, time: 2.024, data_time: 0.192, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8477, loss_cls: 1.3611, loss: 1.3611, grad_norm: 8.4807 2020-07-31 10:36:27,346 - mmaction - INFO - Epoch [74][3620/3757] lr: 1.000e-03, eta: 2 days, 5:04:31, time: 1.991, data_time: 0.029, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8539, loss_cls: 1.3963, loss: 1.3963, grad_norm: 8.7988 2020-07-31 10:37:03,694 - mmaction - INFO - Epoch [74][3640/3757] lr: 1.000e-03, eta: 2 days, 5:03:51, time: 1.811, data_time: 0.007, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8602, loss_cls: 1.3802, loss: 1.3802, grad_norm: 8.7624 2020-07-31 10:37:40,158 - mmaction - INFO - Epoch [74][3660/3757] lr: 1.000e-03, eta: 2 days, 5:03:11, time: 1.831, data_time: 0.011, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8562, loss_cls: 1.3533, loss: 1.3533, grad_norm: 8.5601 2020-07-31 10:38:23,075 - mmaction - INFO - Epoch [74][3680/3757] lr: 1.000e-03, eta: 2 days, 5:02:34, time: 2.136, data_time: 0.017, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8609, loss_cls: 1.3082, loss: 1.3082, grad_norm: 8.3566 2020-07-31 10:39:02,363 - mmaction - INFO - Epoch [74][3700/3757] lr: 1.000e-03, eta: 2 days, 5:01:55, time: 1.974, data_time: 0.012, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8469, loss_cls: 1.3655, loss: 1.3655, grad_norm: 8.3496 2020-07-31 10:39:39,516 - mmaction - INFO - Epoch [74][3720/3757] lr: 1.000e-03, eta: 2 days, 5:01:15, time: 1.851, data_time: 0.038, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8641, loss_cls: 1.3580, loss: 1.3580, grad_norm: 8.6430 2020-07-31 10:40:22,607 - mmaction - INFO - Epoch [74][3740/3757] lr: 1.000e-03, eta: 2 days, 5:00:37, time: 2.154, data_time: 0.357, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8406, loss_cls: 1.3929, loss: 1.3929, grad_norm: 8.3640 2020-07-31 10:40:44,603 - mmaction - INFO - Saving checkpoint at 74 epochs 2020-07-31 10:41:44,231 - mmaction - INFO - Epoch [75][20/3757] lr: 1.000e-03, eta: 2 days, 4:59:20, time: 2.926, data_time: 1.781, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8609, loss_cls: 1.3919, loss: 1.3919, grad_norm: 8.9333 2020-07-31 10:42:23,041 - mmaction - INFO - Epoch [75][40/3757] lr: 1.000e-03, eta: 2 days, 4:58:41, time: 1.934, data_time: 0.411, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8633, loss_cls: 1.2809, loss: 1.2809, grad_norm: 8.3907 2020-07-31 10:43:03,532 - mmaction - INFO - Epoch [75][60/3757] lr: 1.000e-03, eta: 2 days, 4:58:02, time: 2.029, data_time: 0.184, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8633, loss_cls: 1.3579, loss: 1.3579, grad_norm: 8.4624 2020-07-31 10:43:38,767 - mmaction - INFO - Epoch [75][80/3757] lr: 1.000e-03, eta: 2 days, 4:57:22, time: 1.764, data_time: 0.014, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8859, loss_cls: 1.1872, loss: 1.1872, grad_norm: 8.1361 2020-07-31 10:44:21,842 - mmaction - INFO - Epoch [75][100/3757] lr: 1.000e-03, eta: 2 days, 4:56:44, time: 2.152, data_time: 0.051, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8609, loss_cls: 1.3479, loss: 1.3479, grad_norm: 8.4648 2020-07-31 10:45:01,235 - mmaction - INFO - Epoch [75][120/3757] lr: 1.000e-03, eta: 2 days, 4:56:05, time: 1.971, data_time: 0.004, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8672, loss_cls: 1.3326, loss: 1.3326, grad_norm: 8.4497 2020-07-31 10:45:39,935 - mmaction - INFO - Epoch [75][140/3757] lr: 1.000e-03, eta: 2 days, 4:55:26, time: 1.930, data_time: 0.007, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8656, loss_cls: 1.2829, loss: 1.2829, grad_norm: 8.4154 2020-07-31 10:46:17,571 - mmaction - INFO - Epoch [75][160/3757] lr: 1.000e-03, eta: 2 days, 4:54:46, time: 1.880, data_time: 0.009, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8734, loss_cls: 1.2361, loss: 1.2361, grad_norm: 8.2189 2020-07-31 10:46:54,968 - mmaction - INFO - Epoch [75][180/3757] lr: 1.000e-03, eta: 2 days, 4:54:07, time: 1.877, data_time: 0.010, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8672, loss_cls: 1.3213, loss: 1.3213, grad_norm: 8.4315 2020-07-31 10:47:37,694 - mmaction - INFO - Epoch [75][200/3757] lr: 1.000e-03, eta: 2 days, 4:53:29, time: 2.128, data_time: 0.009, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8516, loss_cls: 1.4010, loss: 1.4010, grad_norm: 8.6893 2020-07-31 10:48:15,959 - mmaction - INFO - Epoch [75][220/3757] lr: 1.000e-03, eta: 2 days, 4:52:50, time: 1.920, data_time: 0.021, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8641, loss_cls: 1.2878, loss: 1.2878, grad_norm: 8.4471 2020-07-31 10:48:56,150 - mmaction - INFO - Epoch [75][240/3757] lr: 1.000e-03, eta: 2 days, 4:52:11, time: 2.004, data_time: 0.010, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8758, loss_cls: 1.2418, loss: 1.2418, grad_norm: 8.2946 2020-07-31 10:49:32,667 - mmaction - INFO - Epoch [75][260/3757] lr: 1.000e-03, eta: 2 days, 4:51:31, time: 1.833, data_time: 0.011, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8617, loss_cls: 1.2947, loss: 1.2947, grad_norm: 8.3000 2020-07-31 10:50:12,698 - mmaction - INFO - Epoch [75][280/3757] lr: 1.000e-03, eta: 2 days, 4:50:52, time: 1.999, data_time: 0.008, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8664, loss_cls: 1.3005, loss: 1.3005, grad_norm: 8.3139 2020-07-31 10:50:51,613 - mmaction - INFO - Epoch [75][300/3757] lr: 1.000e-03, eta: 2 days, 4:50:13, time: 1.947, data_time: 0.008, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8781, loss_cls: 1.3066, loss: 1.3066, grad_norm: 8.4936 2020-07-31 10:51:28,788 - mmaction - INFO - Epoch [75][320/3757] lr: 1.000e-03, eta: 2 days, 4:49:34, time: 1.860, data_time: 0.006, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8734, loss_cls: 1.3091, loss: 1.3091, grad_norm: 8.7432 2020-07-31 10:52:08,497 - mmaction - INFO - Epoch [75][340/3757] lr: 1.000e-03, eta: 2 days, 4:48:55, time: 1.979, data_time: 0.009, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8609, loss_cls: 1.3503, loss: 1.3503, grad_norm: 8.6067 2020-07-31 10:52:46,889 - mmaction - INFO - Epoch [75][360/3757] lr: 1.000e-03, eta: 2 days, 4:48:15, time: 1.920, data_time: 0.009, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8703, loss_cls: 1.2465, loss: 1.2465, grad_norm: 8.2383 2020-07-31 10:53:25,444 - mmaction - INFO - Epoch [75][380/3757] lr: 1.000e-03, eta: 2 days, 4:47:36, time: 1.933, data_time: 0.010, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8547, loss_cls: 1.3649, loss: 1.3649, grad_norm: 8.3363 2020-07-31 10:54:05,446 - mmaction - INFO - Epoch [75][400/3757] lr: 1.000e-03, eta: 2 days, 4:46:57, time: 2.001, data_time: 0.010, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8680, loss_cls: 1.3328, loss: 1.3328, grad_norm: 8.6471 2020-07-31 10:54:42,615 - mmaction - INFO - Epoch [75][420/3757] lr: 1.000e-03, eta: 2 days, 4:46:18, time: 1.859, data_time: 0.003, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8719, loss_cls: 1.2720, loss: 1.2720, grad_norm: 8.4565 2020-07-31 10:55:20,666 - mmaction - INFO - Epoch [75][440/3757] lr: 1.000e-03, eta: 2 days, 4:45:38, time: 1.899, data_time: 0.002, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8688, loss_cls: 1.2895, loss: 1.2895, grad_norm: 8.4801 2020-07-31 10:55:59,630 - mmaction - INFO - Epoch [75][460/3757] lr: 1.000e-03, eta: 2 days, 4:44:59, time: 1.950, data_time: 0.008, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8516, loss_cls: 1.3763, loss: 1.3763, grad_norm: 8.6550 2020-07-31 10:56:40,211 - mmaction - INFO - Epoch [75][480/3757] lr: 1.000e-03, eta: 2 days, 4:44:21, time: 2.030, data_time: 0.013, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8703, loss_cls: 1.2704, loss: 1.2704, grad_norm: 8.1184 2020-07-31 10:57:19,158 - mmaction - INFO - Epoch [75][500/3757] lr: 1.000e-03, eta: 2 days, 4:43:42, time: 1.947, data_time: 0.003, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8609, loss_cls: 1.3345, loss: 1.3345, grad_norm: 8.2466 2020-07-31 10:57:58,365 - mmaction - INFO - Epoch [75][520/3757] lr: 1.000e-03, eta: 2 days, 4:43:03, time: 1.958, data_time: 0.009, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8719, loss_cls: 1.2812, loss: 1.2812, grad_norm: 8.4347 2020-07-31 10:58:38,492 - mmaction - INFO - Epoch [75][540/3757] lr: 1.000e-03, eta: 2 days, 4:42:24, time: 2.010, data_time: 0.009, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8531, loss_cls: 1.3078, loss: 1.3078, grad_norm: 8.3999 2020-07-31 10:59:15,282 - mmaction - INFO - Epoch [75][560/3757] lr: 1.000e-03, eta: 2 days, 4:41:44, time: 1.838, data_time: 0.187, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8547, loss_cls: 1.3473, loss: 1.3473, grad_norm: 8.4509 2020-07-31 10:59:55,255 - mmaction - INFO - Epoch [75][580/3757] lr: 1.000e-03, eta: 2 days, 4:41:05, time: 1.998, data_time: 0.080, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8586, loss_cls: 1.3801, loss: 1.3801, grad_norm: 8.9066 2020-07-31 11:00:32,180 - mmaction - INFO - Epoch [75][600/3757] lr: 1.000e-03, eta: 2 days, 4:40:25, time: 1.831, data_time: 0.379, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8609, loss_cls: 1.2929, loss: 1.2929, grad_norm: 8.1227 2020-07-31 11:01:12,024 - mmaction - INFO - Epoch [75][620/3757] lr: 1.000e-03, eta: 2 days, 4:39:47, time: 2.009, data_time: 0.795, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8664, loss_cls: 1.3333, loss: 1.3333, grad_norm: 8.3084 2020-07-31 11:01:51,920 - mmaction - INFO - Epoch [75][640/3757] lr: 1.000e-03, eta: 2 days, 4:39:08, time: 1.986, data_time: 0.566, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8781, loss_cls: 1.2365, loss: 1.2365, grad_norm: 8.0838 2020-07-31 11:02:32,018 - mmaction - INFO - Epoch [75][660/3757] lr: 1.000e-03, eta: 2 days, 4:38:29, time: 2.012, data_time: 0.242, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8594, loss_cls: 1.3476, loss: 1.3476, grad_norm: 8.6657 2020-07-31 11:03:10,095 - mmaction - INFO - Epoch [75][680/3757] lr: 1.000e-03, eta: 2 days, 4:37:50, time: 1.899, data_time: 0.309, memory: 5170, top1_acc: 0.6453, top5_acc: 0.8602, loss_cls: 1.4015, loss: 1.4015, grad_norm: 8.9894 2020-07-31 11:03:46,883 - mmaction - INFO - Epoch [75][700/3757] lr: 1.000e-03, eta: 2 days, 4:37:10, time: 1.846, data_time: 0.405, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8680, loss_cls: 1.3044, loss: 1.3044, grad_norm: 8.3787 2020-07-31 11:04:29,021 - mmaction - INFO - Epoch [75][720/3757] lr: 1.000e-03, eta: 2 days, 4:36:32, time: 2.104, data_time: 0.035, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8617, loss_cls: 1.2917, loss: 1.2917, grad_norm: 8.2002 2020-07-31 11:05:07,854 - mmaction - INFO - Epoch [75][740/3757] lr: 1.000e-03, eta: 2 days, 4:35:53, time: 1.944, data_time: 0.112, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8445, loss_cls: 1.4335, loss: 1.4335, grad_norm: 8.6092 2020-07-31 11:05:47,250 - mmaction - INFO - Epoch [75][760/3757] lr: 1.000e-03, eta: 2 days, 4:35:14, time: 1.969, data_time: 0.002, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8578, loss_cls: 1.3508, loss: 1.3508, grad_norm: 8.4877 2020-07-31 11:06:23,693 - mmaction - INFO - Epoch [75][780/3757] lr: 1.000e-03, eta: 2 days, 4:34:34, time: 1.822, data_time: 0.010, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8523, loss_cls: 1.3335, loss: 1.3335, grad_norm: 8.5229 2020-07-31 11:07:04,849 - mmaction - INFO - Epoch [75][800/3757] lr: 1.000e-03, eta: 2 days, 4:33:55, time: 2.060, data_time: 0.024, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8562, loss_cls: 1.3480, loss: 1.3480, grad_norm: 8.7064 2020-07-31 11:07:43,841 - mmaction - INFO - Epoch [75][820/3757] lr: 1.000e-03, eta: 2 days, 4:33:16, time: 1.948, data_time: 0.002, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8547, loss_cls: 1.3327, loss: 1.3327, grad_norm: 8.2365 2020-07-31 11:08:21,914 - mmaction - INFO - Epoch [75][840/3757] lr: 1.000e-03, eta: 2 days, 4:32:37, time: 1.900, data_time: 0.056, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8656, loss_cls: 1.3096, loss: 1.3096, grad_norm: 8.3391 2020-07-31 11:09:05,885 - mmaction - INFO - Epoch [75][860/3757] lr: 1.000e-03, eta: 2 days, 4:32:00, time: 2.195, data_time: 1.075, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8562, loss_cls: 1.3757, loss: 1.3757, grad_norm: 8.4267 2020-07-31 11:09:43,442 - mmaction - INFO - Epoch [75][880/3757] lr: 1.000e-03, eta: 2 days, 4:31:20, time: 1.882, data_time: 0.777, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8742, loss_cls: 1.3126, loss: 1.3126, grad_norm: 8.4757 2020-07-31 11:10:23,673 - mmaction - INFO - Epoch [75][900/3757] lr: 1.000e-03, eta: 2 days, 4:30:41, time: 2.012, data_time: 0.331, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8602, loss_cls: 1.3737, loss: 1.3737, grad_norm: 8.5633 2020-07-31 11:11:01,031 - mmaction - INFO - Epoch [75][920/3757] lr: 1.000e-03, eta: 2 days, 4:30:02, time: 1.869, data_time: 0.579, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8820, loss_cls: 1.2590, loss: 1.2590, grad_norm: 8.3115 2020-07-31 11:11:41,392 - mmaction - INFO - Epoch [75][940/3757] lr: 1.000e-03, eta: 2 days, 4:29:23, time: 2.012, data_time: 0.010, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8570, loss_cls: 1.3372, loss: 1.3372, grad_norm: 8.3096 2020-07-31 11:12:19,753 - mmaction - INFO - Epoch [75][960/3757] lr: 1.000e-03, eta: 2 days, 4:28:44, time: 1.923, data_time: 0.010, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8844, loss_cls: 1.2267, loss: 1.2267, grad_norm: 8.2692 2020-07-31 11:12:57,039 - mmaction - INFO - Epoch [75][980/3757] lr: 1.000e-03, eta: 2 days, 4:28:04, time: 1.865, data_time: 0.005, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8688, loss_cls: 1.2832, loss: 1.2832, grad_norm: 8.4820 2020-07-31 11:13:37,124 - mmaction - INFO - Epoch [75][1000/3757] lr: 1.000e-03, eta: 2 days, 4:27:25, time: 2.004, data_time: 0.010, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8680, loss_cls: 1.3528, loss: 1.3528, grad_norm: 8.8081 2020-07-31 11:14:15,199 - mmaction - INFO - Epoch [75][1020/3757] lr: 1.000e-03, eta: 2 days, 4:26:46, time: 1.896, data_time: 0.187, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8594, loss_cls: 1.4078, loss: 1.4078, grad_norm: 8.7719 2020-07-31 11:14:53,071 - mmaction - INFO - Epoch [75][1040/3757] lr: 1.000e-03, eta: 2 days, 4:26:06, time: 1.903, data_time: 0.485, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8695, loss_cls: 1.3103, loss: 1.3103, grad_norm: 8.5234 2020-07-31 11:15:33,478 - mmaction - INFO - Epoch [75][1060/3757] lr: 1.000e-03, eta: 2 days, 4:25:28, time: 2.018, data_time: 0.079, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8484, loss_cls: 1.3395, loss: 1.3395, grad_norm: 8.4629 2020-07-31 11:16:11,495 - mmaction - INFO - Epoch [75][1080/3757] lr: 1.000e-03, eta: 2 days, 4:24:48, time: 1.904, data_time: 0.800, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8414, loss_cls: 1.4181, loss: 1.4181, grad_norm: 8.4201 2020-07-31 11:16:51,207 - mmaction - INFO - Epoch [75][1100/3757] lr: 1.000e-03, eta: 2 days, 4:24:10, time: 1.984, data_time: 0.012, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8570, loss_cls: 1.3342, loss: 1.3342, grad_norm: 8.2466 2020-07-31 11:17:29,657 - mmaction - INFO - Epoch [75][1120/3757] lr: 1.000e-03, eta: 2 days, 4:23:30, time: 1.918, data_time: 0.143, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8672, loss_cls: 1.2579, loss: 1.2579, grad_norm: 8.0178 2020-07-31 11:18:10,348 - mmaction - INFO - Epoch [75][1140/3757] lr: 1.000e-03, eta: 2 days, 4:22:52, time: 2.040, data_time: 0.199, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8633, loss_cls: 1.2900, loss: 1.2900, grad_norm: 8.5186 2020-07-31 11:18:45,881 - mmaction - INFO - Epoch [75][1160/3757] lr: 1.000e-03, eta: 2 days, 4:22:12, time: 1.778, data_time: 0.011, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8656, loss_cls: 1.2478, loss: 1.2478, grad_norm: 8.2959 2020-07-31 11:19:24,222 - mmaction - INFO - Epoch [75][1180/3757] lr: 1.000e-03, eta: 2 days, 4:21:32, time: 1.908, data_time: 0.041, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8727, loss_cls: 1.2778, loss: 1.2778, grad_norm: 8.3991 2020-07-31 11:20:03,987 - mmaction - INFO - Epoch [75][1200/3757] lr: 1.000e-03, eta: 2 days, 4:20:53, time: 1.995, data_time: 0.141, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8492, loss_cls: 1.3565, loss: 1.3565, grad_norm: 8.4798 2020-07-31 11:20:43,847 - mmaction - INFO - Epoch [75][1220/3757] lr: 1.000e-03, eta: 2 days, 4:20:15, time: 1.989, data_time: 0.016, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8523, loss_cls: 1.4046, loss: 1.4046, grad_norm: 8.5759 2020-07-31 11:21:24,318 - mmaction - INFO - Epoch [75][1240/3757] lr: 1.000e-03, eta: 2 days, 4:19:36, time: 2.027, data_time: 0.018, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8734, loss_cls: 1.2597, loss: 1.2597, grad_norm: 8.1879 2020-07-31 11:21:59,704 - mmaction - INFO - Epoch [75][1260/3757] lr: 1.000e-03, eta: 2 days, 4:18:56, time: 1.771, data_time: 0.010, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8625, loss_cls: 1.3573, loss: 1.3573, grad_norm: 8.5184 2020-07-31 11:22:39,802 - mmaction - INFO - Epoch [75][1280/3757] lr: 1.000e-03, eta: 2 days, 4:18:17, time: 2.005, data_time: 0.009, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8664, loss_cls: 1.3854, loss: 1.3854, grad_norm: 8.7933 2020-07-31 11:23:20,901 - mmaction - INFO - Epoch [75][1300/3757] lr: 1.000e-03, eta: 2 days, 4:17:39, time: 2.048, data_time: 0.008, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8719, loss_cls: 1.3707, loss: 1.3707, grad_norm: 8.5338 2020-07-31 11:23:58,686 - mmaction - INFO - Epoch [75][1320/3757] lr: 1.000e-03, eta: 2 days, 4:16:59, time: 1.896, data_time: 0.010, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8703, loss_cls: 1.2847, loss: 1.2847, grad_norm: 8.6238 2020-07-31 11:24:38,456 - mmaction - INFO - Epoch [75][1340/3757] lr: 1.000e-03, eta: 2 days, 4:16:20, time: 1.987, data_time: 0.009, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8484, loss_cls: 1.3328, loss: 1.3328, grad_norm: 8.4092 2020-07-31 11:25:16,307 - mmaction - INFO - Epoch [75][1360/3757] lr: 1.000e-03, eta: 2 days, 4:15:41, time: 1.888, data_time: 0.019, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8688, loss_cls: 1.3350, loss: 1.3350, grad_norm: 8.5516 2020-07-31 11:25:57,096 - mmaction - INFO - Epoch [75][1380/3757] lr: 1.000e-03, eta: 2 days, 4:15:02, time: 2.047, data_time: 0.010, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8688, loss_cls: 1.2976, loss: 1.2976, grad_norm: 8.6424 2020-07-31 11:26:33,850 - mmaction - INFO - Epoch [75][1400/3757] lr: 1.000e-03, eta: 2 days, 4:14:22, time: 1.836, data_time: 0.008, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8719, loss_cls: 1.2650, loss: 1.2650, grad_norm: 8.2774 2020-07-31 11:27:16,547 - mmaction - INFO - Epoch [75][1420/3757] lr: 1.000e-03, eta: 2 days, 4:13:45, time: 2.136, data_time: 0.007, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8492, loss_cls: 1.3666, loss: 1.3666, grad_norm: 8.5188 2020-07-31 11:27:52,596 - mmaction - INFO - Epoch [75][1440/3757] lr: 1.000e-03, eta: 2 days, 4:13:05, time: 1.795, data_time: 0.008, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8812, loss_cls: 1.2597, loss: 1.2597, grad_norm: 8.2045 2020-07-31 11:28:35,297 - mmaction - INFO - Epoch [75][1460/3757] lr: 1.000e-03, eta: 2 days, 4:12:27, time: 2.144, data_time: 0.011, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8656, loss_cls: 1.3225, loss: 1.3225, grad_norm: 8.2925 2020-07-31 11:29:10,867 - mmaction - INFO - Epoch [75][1480/3757] lr: 1.000e-03, eta: 2 days, 4:11:46, time: 1.778, data_time: 0.008, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8656, loss_cls: 1.2905, loss: 1.2905, grad_norm: 8.6787 2020-07-31 11:29:49,865 - mmaction - INFO - Epoch [75][1500/3757] lr: 1.000e-03, eta: 2 days, 4:11:07, time: 1.949, data_time: 0.133, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8727, loss_cls: 1.2758, loss: 1.2758, grad_norm: 8.1576 2020-07-31 11:30:29,679 - mmaction - INFO - Epoch [75][1520/3757] lr: 1.000e-03, eta: 2 days, 4:10:29, time: 1.990, data_time: 0.083, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8648, loss_cls: 1.3340, loss: 1.3340, grad_norm: 8.4895 2020-07-31 11:31:08,239 - mmaction - INFO - Epoch [75][1540/3757] lr: 1.000e-03, eta: 2 days, 4:09:49, time: 1.927, data_time: 0.005, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8805, loss_cls: 1.2599, loss: 1.2599, grad_norm: 8.3196 2020-07-31 11:31:45,099 - mmaction - INFO - Epoch [75][1560/3757] lr: 1.000e-03, eta: 2 days, 4:09:10, time: 1.843, data_time: 0.098, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8656, loss_cls: 1.3078, loss: 1.3078, grad_norm: 8.4046 2020-07-31 11:32:27,953 - mmaction - INFO - Epoch [75][1580/3757] lr: 1.000e-03, eta: 2 days, 4:08:32, time: 2.139, data_time: 0.090, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8703, loss_cls: 1.2598, loss: 1.2598, grad_norm: 8.3459 2020-07-31 11:33:05,406 - mmaction - INFO - Epoch [75][1600/3757] lr: 1.000e-03, eta: 2 days, 4:07:52, time: 1.878, data_time: 0.454, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8602, loss_cls: 1.3186, loss: 1.3186, grad_norm: 8.3847 2020-07-31 11:33:44,466 - mmaction - INFO - Epoch [75][1620/3757] lr: 1.000e-03, eta: 2 days, 4:07:13, time: 1.953, data_time: 0.676, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8727, loss_cls: 1.2622, loss: 1.2622, grad_norm: 8.3016 2020-07-31 11:34:20,704 - mmaction - INFO - Epoch [75][1640/3757] lr: 1.000e-03, eta: 2 days, 4:06:33, time: 1.804, data_time: 1.056, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8578, loss_cls: 1.4215, loss: 1.4215, grad_norm: 8.6546 2020-07-31 11:34:59,016 - mmaction - INFO - Epoch [75][1660/3757] lr: 1.000e-03, eta: 2 days, 4:05:54, time: 1.923, data_time: 1.088, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8688, loss_cls: 1.2608, loss: 1.2608, grad_norm: 8.4329 2020-07-31 11:35:40,115 - mmaction - INFO - Epoch [75][1680/3757] lr: 1.000e-03, eta: 2 days, 4:05:15, time: 2.053, data_time: 1.413, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8836, loss_cls: 1.2560, loss: 1.2560, grad_norm: 8.4387 2020-07-31 11:36:17,824 - mmaction - INFO - Epoch [75][1700/3757] lr: 1.000e-03, eta: 2 days, 4:04:36, time: 1.889, data_time: 1.305, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8703, loss_cls: 1.2853, loss: 1.2853, grad_norm: 8.5472 2020-07-31 11:36:51,932 - mmaction - INFO - Epoch [75][1720/3757] lr: 1.000e-03, eta: 2 days, 4:03:55, time: 1.704, data_time: 0.980, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8609, loss_cls: 1.3215, loss: 1.3215, grad_norm: 8.3720 2020-07-31 11:37:33,638 - mmaction - INFO - Epoch [75][1740/3757] lr: 1.000e-03, eta: 2 days, 4:03:17, time: 2.080, data_time: 0.112, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8633, loss_cls: 1.3610, loss: 1.3610, grad_norm: 8.6863 2020-07-31 11:38:14,931 - mmaction - INFO - Epoch [75][1760/3757] lr: 1.000e-03, eta: 2 days, 4:02:39, time: 2.068, data_time: 0.010, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8633, loss_cls: 1.3085, loss: 1.3085, grad_norm: 8.3386 2020-07-31 11:38:54,925 - mmaction - INFO - Epoch [75][1780/3757] lr: 1.000e-03, eta: 2 days, 4:02:00, time: 2.002, data_time: 0.012, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8453, loss_cls: 1.4081, loss: 1.4081, grad_norm: 8.8695 2020-07-31 11:39:33,868 - mmaction - INFO - Epoch [75][1800/3757] lr: 1.000e-03, eta: 2 days, 4:01:21, time: 1.947, data_time: 0.004, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8750, loss_cls: 1.2563, loss: 1.2563, grad_norm: 8.4535 2020-07-31 11:40:13,750 - mmaction - INFO - Epoch [75][1820/3757] lr: 1.000e-03, eta: 2 days, 4:00:42, time: 1.990, data_time: 0.009, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8562, loss_cls: 1.3218, loss: 1.3218, grad_norm: 8.5990 2020-07-31 11:40:52,757 - mmaction - INFO - Epoch [75][1840/3757] lr: 1.000e-03, eta: 2 days, 4:00:03, time: 1.956, data_time: 0.009, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8672, loss_cls: 1.3082, loss: 1.3082, grad_norm: 8.4238 2020-07-31 11:41:31,085 - mmaction - INFO - Epoch [75][1860/3757] lr: 1.000e-03, eta: 2 days, 3:59:24, time: 1.915, data_time: 0.008, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8570, loss_cls: 1.3670, loss: 1.3670, grad_norm: 8.6728 2020-07-31 11:42:10,495 - mmaction - INFO - Epoch [75][1880/3757] lr: 1.000e-03, eta: 2 days, 3:58:45, time: 1.973, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8625, loss_cls: 1.3320, loss: 1.3320, grad_norm: 8.6882 2020-07-31 11:42:49,801 - mmaction - INFO - Epoch [75][1900/3757] lr: 1.000e-03, eta: 2 days, 3:58:06, time: 1.962, data_time: 0.013, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8688, loss_cls: 1.3343, loss: 1.3343, grad_norm: 8.6148 2020-07-31 11:43:27,281 - mmaction - INFO - Epoch [75][1920/3757] lr: 1.000e-03, eta: 2 days, 3:57:26, time: 1.874, data_time: 0.005, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8578, loss_cls: 1.3540, loss: 1.3540, grad_norm: 8.6287 2020-07-31 11:44:05,280 - mmaction - INFO - Epoch [75][1940/3757] lr: 1.000e-03, eta: 2 days, 3:56:47, time: 1.901, data_time: 0.138, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8633, loss_cls: 1.4009, loss: 1.4009, grad_norm: 8.9001 2020-07-31 11:44:48,419 - mmaction - INFO - Epoch [75][1960/3757] lr: 1.000e-03, eta: 2 days, 3:56:09, time: 2.159, data_time: 0.020, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8406, loss_cls: 1.4675, loss: 1.4675, grad_norm: 8.9969 2020-07-31 11:45:23,253 - mmaction - INFO - Epoch [75][1980/3757] lr: 1.000e-03, eta: 2 days, 3:55:28, time: 1.737, data_time: 0.003, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8586, loss_cls: 1.3894, loss: 1.3894, grad_norm: 8.5515 2020-07-31 11:46:03,985 - mmaction - INFO - Epoch [75][2000/3757] lr: 1.000e-03, eta: 2 days, 3:54:50, time: 2.038, data_time: 0.033, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8641, loss_cls: 1.3080, loss: 1.3080, grad_norm: 8.5129 2020-07-31 11:46:42,784 - mmaction - INFO - Epoch [75][2020/3757] lr: 1.000e-03, eta: 2 days, 3:54:11, time: 1.937, data_time: 0.046, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8570, loss_cls: 1.3547, loss: 1.3547, grad_norm: 8.4415 2020-07-31 11:47:17,926 - mmaction - INFO - Epoch [75][2040/3757] lr: 1.000e-03, eta: 2 days, 3:53:30, time: 1.764, data_time: 0.331, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8703, loss_cls: 1.3423, loss: 1.3423, grad_norm: 8.5886 2020-07-31 11:47:57,712 - mmaction - INFO - Epoch [75][2060/3757] lr: 1.000e-03, eta: 2 days, 3:52:51, time: 1.983, data_time: 0.166, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8375, loss_cls: 1.4245, loss: 1.4245, grad_norm: 8.6817 2020-07-31 11:48:37,036 - mmaction - INFO - Epoch [75][2080/3757] lr: 1.000e-03, eta: 2 days, 3:52:13, time: 1.972, data_time: 0.110, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8547, loss_cls: 1.3892, loss: 1.3892, grad_norm: 8.8450 2020-07-31 11:49:14,215 - mmaction - INFO - Epoch [75][2100/3757] lr: 1.000e-03, eta: 2 days, 3:51:33, time: 1.854, data_time: 0.102, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8664, loss_cls: 1.3236, loss: 1.3236, grad_norm: 8.3296 2020-07-31 11:49:56,946 - mmaction - INFO - Epoch [75][2120/3757] lr: 1.000e-03, eta: 2 days, 3:50:55, time: 2.141, data_time: 0.308, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8461, loss_cls: 1.4371, loss: 1.4371, grad_norm: 8.7652 2020-07-31 11:50:33,931 - mmaction - INFO - Epoch [75][2140/3757] lr: 1.000e-03, eta: 2 days, 3:50:15, time: 1.843, data_time: 0.010, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8727, loss_cls: 1.3136, loss: 1.3136, grad_norm: 8.2405 2020-07-31 11:51:18,336 - mmaction - INFO - Epoch [75][2160/3757] lr: 1.000e-03, eta: 2 days, 3:49:38, time: 2.221, data_time: 0.011, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8562, loss_cls: 1.3043, loss: 1.3043, grad_norm: 8.2868 2020-07-31 11:51:56,136 - mmaction - INFO - Epoch [75][2180/3757] lr: 1.000e-03, eta: 2 days, 3:48:58, time: 1.890, data_time: 0.009, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8609, loss_cls: 1.3649, loss: 1.3649, grad_norm: 8.4740 2020-07-31 11:52:34,624 - mmaction - INFO - Epoch [75][2200/3757] lr: 1.000e-03, eta: 2 days, 3:48:19, time: 1.930, data_time: 0.010, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8461, loss_cls: 1.3662, loss: 1.3662, grad_norm: 8.7080 2020-07-31 11:53:11,606 - mmaction - INFO - Epoch [75][2220/3757] lr: 1.000e-03, eta: 2 days, 3:47:39, time: 1.847, data_time: 0.291, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8781, loss_cls: 1.2450, loss: 1.2450, grad_norm: 8.4762 2020-07-31 11:53:48,591 - mmaction - INFO - Epoch [75][2240/3757] lr: 1.000e-03, eta: 2 days, 3:47:00, time: 1.852, data_time: 0.630, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8516, loss_cls: 1.3808, loss: 1.3808, grad_norm: 8.4800 2020-07-31 11:54:27,388 - mmaction - INFO - Epoch [75][2260/3757] lr: 1.000e-03, eta: 2 days, 3:46:20, time: 1.932, data_time: 0.071, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8578, loss_cls: 1.3820, loss: 1.3820, grad_norm: 8.6373 2020-07-31 11:55:05,518 - mmaction - INFO - Epoch [75][2280/3757] lr: 1.000e-03, eta: 2 days, 3:45:41, time: 1.914, data_time: 0.011, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8586, loss_cls: 1.3572, loss: 1.3572, grad_norm: 8.4816 2020-07-31 11:55:45,490 - mmaction - INFO - Epoch [75][2300/3757] lr: 1.000e-03, eta: 2 days, 3:45:02, time: 2.000, data_time: 0.004, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8680, loss_cls: 1.2978, loss: 1.2978, grad_norm: 8.1042 2020-07-31 11:56:23,200 - mmaction - INFO - Epoch [75][2320/3757] lr: 1.000e-03, eta: 2 days, 3:44:23, time: 1.877, data_time: 0.009, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8625, loss_cls: 1.3335, loss: 1.3335, grad_norm: 8.3159 2020-07-31 11:57:05,616 - mmaction - INFO - Epoch [75][2340/3757] lr: 1.000e-03, eta: 2 days, 3:43:45, time: 2.119, data_time: 0.011, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8734, loss_cls: 1.2610, loss: 1.2610, grad_norm: 8.1682 2020-07-31 11:57:45,752 - mmaction - INFO - Epoch [75][2360/3757] lr: 1.000e-03, eta: 2 days, 3:43:06, time: 2.016, data_time: 0.012, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8609, loss_cls: 1.3375, loss: 1.3375, grad_norm: 8.4753 2020-07-31 11:58:24,413 - mmaction - INFO - Epoch [75][2380/3757] lr: 1.000e-03, eta: 2 days, 3:42:27, time: 1.924, data_time: 0.007, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8586, loss_cls: 1.4183, loss: 1.4183, grad_norm: 8.8641 2020-07-31 11:58:59,762 - mmaction - INFO - Epoch [75][2400/3757] lr: 1.000e-03, eta: 2 days, 3:41:47, time: 1.777, data_time: 0.031, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8609, loss_cls: 1.3862, loss: 1.3862, grad_norm: 8.9392 2020-07-31 11:59:40,858 - mmaction - INFO - Epoch [75][2420/3757] lr: 1.000e-03, eta: 2 days, 3:41:08, time: 2.050, data_time: 0.007, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8656, loss_cls: 1.3173, loss: 1.3173, grad_norm: 8.3202 2020-07-31 12:00:18,650 - mmaction - INFO - Epoch [75][2440/3757] lr: 1.000e-03, eta: 2 days, 3:40:29, time: 1.852, data_time: 0.309, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8680, loss_cls: 1.3173, loss: 1.3173, grad_norm: 8.4649 2020-07-31 12:00:58,246 - mmaction - INFO - Epoch [75][2460/3757] lr: 1.000e-03, eta: 2 days, 3:39:50, time: 2.015, data_time: 0.058, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8648, loss_cls: 1.3479, loss: 1.3479, grad_norm: 8.5265 2020-07-31 12:01:36,850 - mmaction - INFO - Epoch [75][2480/3757] lr: 1.000e-03, eta: 2 days, 3:39:11, time: 1.929, data_time: 0.014, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8492, loss_cls: 1.3245, loss: 1.3245, grad_norm: 8.4455 2020-07-31 12:02:19,221 - mmaction - INFO - Epoch [75][2500/3757] lr: 1.000e-03, eta: 2 days, 3:38:33, time: 2.124, data_time: 0.010, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8695, loss_cls: 1.3040, loss: 1.3040, grad_norm: 8.4392 2020-07-31 12:02:57,321 - mmaction - INFO - Epoch [75][2520/3757] lr: 1.000e-03, eta: 2 days, 3:37:53, time: 1.904, data_time: 0.007, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8531, loss_cls: 1.3795, loss: 1.3795, grad_norm: 8.7669 2020-07-31 12:03:37,668 - mmaction - INFO - Epoch [75][2540/3757] lr: 1.000e-03, eta: 2 days, 3:37:15, time: 2.019, data_time: 0.005, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8828, loss_cls: 1.2745, loss: 1.2745, grad_norm: 8.7858 2020-07-31 12:04:14,454 - mmaction - INFO - Epoch [75][2560/3757] lr: 1.000e-03, eta: 2 days, 3:36:35, time: 1.840, data_time: 0.009, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8703, loss_cls: 1.2833, loss: 1.2833, grad_norm: 8.4450 2020-07-31 12:04:57,694 - mmaction - INFO - Epoch [75][2580/3757] lr: 1.000e-03, eta: 2 days, 3:35:57, time: 2.159, data_time: 0.087, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8680, loss_cls: 1.2961, loss: 1.2961, grad_norm: 8.2293 2020-07-31 12:05:37,365 - mmaction - INFO - Epoch [75][2600/3757] lr: 1.000e-03, eta: 2 days, 3:35:18, time: 1.987, data_time: 0.012, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8539, loss_cls: 1.3429, loss: 1.3429, grad_norm: 8.5886 2020-07-31 12:06:13,170 - mmaction - INFO - Epoch [75][2620/3757] lr: 1.000e-03, eta: 2 days, 3:34:38, time: 1.790, data_time: 0.003, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8680, loss_cls: 1.2918, loss: 1.2918, grad_norm: 8.2288 2020-07-31 12:06:51,106 - mmaction - INFO - Epoch [75][2640/3757] lr: 1.000e-03, eta: 2 days, 3:33:59, time: 1.897, data_time: 0.007, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8648, loss_cls: 1.3113, loss: 1.3113, grad_norm: 8.5487 2020-07-31 12:07:30,137 - mmaction - INFO - Epoch [75][2660/3757] lr: 1.000e-03, eta: 2 days, 3:33:20, time: 1.951, data_time: 0.008, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8516, loss_cls: 1.3963, loss: 1.3963, grad_norm: 8.6762 2020-07-31 12:08:08,102 - mmaction - INFO - Epoch [75][2680/3757] lr: 1.000e-03, eta: 2 days, 3:32:40, time: 1.897, data_time: 0.020, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8617, loss_cls: 1.3800, loss: 1.3800, grad_norm: 8.7526 2020-07-31 12:08:48,978 - mmaction - INFO - Epoch [75][2700/3757] lr: 1.000e-03, eta: 2 days, 3:32:02, time: 2.045, data_time: 0.008, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8617, loss_cls: 1.2934, loss: 1.2934, grad_norm: 8.2174 2020-07-31 12:09:29,022 - mmaction - INFO - Epoch [75][2720/3757] lr: 1.000e-03, eta: 2 days, 3:31:23, time: 1.999, data_time: 0.002, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8570, loss_cls: 1.3085, loss: 1.3085, grad_norm: 8.1967 2020-07-31 12:10:06,336 - mmaction - INFO - Epoch [75][2740/3757] lr: 1.000e-03, eta: 2 days, 3:30:43, time: 1.867, data_time: 0.085, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8883, loss_cls: 1.1898, loss: 1.1898, grad_norm: 8.2037 2020-07-31 12:10:46,120 - mmaction - INFO - Epoch [75][2760/3757] lr: 1.000e-03, eta: 2 days, 3:30:05, time: 1.989, data_time: 0.004, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8469, loss_cls: 1.4218, loss: 1.4218, grad_norm: 8.6155 2020-07-31 12:11:25,323 - mmaction - INFO - Epoch [75][2780/3757] lr: 1.000e-03, eta: 2 days, 3:29:26, time: 1.962, data_time: 0.010, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8633, loss_cls: 1.2964, loss: 1.2964, grad_norm: 8.3524 2020-07-31 12:12:00,388 - mmaction - INFO - Epoch [75][2800/3757] lr: 1.000e-03, eta: 2 days, 3:28:45, time: 1.753, data_time: 0.007, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.3490, loss: 1.3490, grad_norm: 8.4489 2020-07-31 12:12:40,891 - mmaction - INFO - Epoch [75][2820/3757] lr: 1.000e-03, eta: 2 days, 3:28:07, time: 2.022, data_time: 0.254, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8516, loss_cls: 1.4033, loss: 1.4033, grad_norm: 8.8344 2020-07-31 12:13:21,076 - mmaction - INFO - Epoch [75][2840/3757] lr: 1.000e-03, eta: 2 days, 3:27:28, time: 2.009, data_time: 0.007, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8414, loss_cls: 1.4662, loss: 1.4662, grad_norm: 8.7931 2020-07-31 12:13:59,642 - mmaction - INFO - Epoch [75][2860/3757] lr: 1.000e-03, eta: 2 days, 3:26:49, time: 1.931, data_time: 0.010, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8656, loss_cls: 1.2845, loss: 1.2845, grad_norm: 8.4086 2020-07-31 12:14:40,635 - mmaction - INFO - Epoch [75][2880/3757] lr: 1.000e-03, eta: 2 days, 3:26:10, time: 2.045, data_time: 0.008, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8703, loss_cls: 1.3641, loss: 1.3641, grad_norm: 8.8293 2020-07-31 12:15:17,856 - mmaction - INFO - Epoch [75][2900/3757] lr: 1.000e-03, eta: 2 days, 3:25:31, time: 1.859, data_time: 0.031, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8578, loss_cls: 1.3894, loss: 1.3894, grad_norm: 8.6399 2020-07-31 12:15:57,872 - mmaction - INFO - Epoch [75][2920/3757] lr: 1.000e-03, eta: 2 days, 3:24:52, time: 2.007, data_time: 0.280, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8672, loss_cls: 1.3209, loss: 1.3209, grad_norm: 8.5519 2020-07-31 12:16:38,028 - mmaction - INFO - Epoch [75][2940/3757] lr: 1.000e-03, eta: 2 days, 3:24:13, time: 2.006, data_time: 0.009, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8484, loss_cls: 1.3707, loss: 1.3707, grad_norm: 8.8223 2020-07-31 12:17:15,205 - mmaction - INFO - Epoch [75][2960/3757] lr: 1.000e-03, eta: 2 days, 3:23:33, time: 1.861, data_time: 0.006, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8727, loss_cls: 1.2962, loss: 1.2962, grad_norm: 8.3366 2020-07-31 12:17:55,217 - mmaction - INFO - Epoch [75][2980/3757] lr: 1.000e-03, eta: 2 days, 3:22:55, time: 1.994, data_time: 0.370, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8688, loss_cls: 1.3045, loss: 1.3045, grad_norm: 8.5537 2020-07-31 12:18:35,461 - mmaction - INFO - Epoch [75][3000/3757] lr: 1.000e-03, eta: 2 days, 3:22:16, time: 2.018, data_time: 0.114, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8523, loss_cls: 1.3278, loss: 1.3278, grad_norm: 8.6024 2020-07-31 12:19:15,883 - mmaction - INFO - Epoch [75][3020/3757] lr: 1.000e-03, eta: 2 days, 3:21:37, time: 2.017, data_time: 1.136, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8609, loss_cls: 1.3518, loss: 1.3518, grad_norm: 8.6378 2020-07-31 12:19:54,409 - mmaction - INFO - Epoch [75][3040/3757] lr: 1.000e-03, eta: 2 days, 3:20:58, time: 1.931, data_time: 1.233, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8602, loss_cls: 1.3525, loss: 1.3525, grad_norm: 8.6378 2020-07-31 12:20:35,910 - mmaction - INFO - Epoch [75][3060/3757] lr: 1.000e-03, eta: 2 days, 3:20:20, time: 2.075, data_time: 1.238, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8477, loss_cls: 1.3802, loss: 1.3802, grad_norm: 8.7318 2020-07-31 12:21:13,904 - mmaction - INFO - Epoch [75][3080/3757] lr: 1.000e-03, eta: 2 days, 3:19:41, time: 1.901, data_time: 0.923, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8727, loss_cls: 1.2860, loss: 1.2860, grad_norm: 8.6893 2020-07-31 12:21:52,410 - mmaction - INFO - Epoch [75][3100/3757] lr: 1.000e-03, eta: 2 days, 3:19:01, time: 1.915, data_time: 1.349, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8469, loss_cls: 1.4463, loss: 1.4463, grad_norm: 8.8279 2020-07-31 12:22:31,423 - mmaction - INFO - Epoch [75][3120/3757] lr: 1.000e-03, eta: 2 days, 3:18:22, time: 1.961, data_time: 1.216, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8477, loss_cls: 1.3802, loss: 1.3802, grad_norm: 8.6208 2020-07-31 12:23:10,193 - mmaction - INFO - Epoch [75][3140/3757] lr: 1.000e-03, eta: 2 days, 3:17:43, time: 1.930, data_time: 0.089, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8805, loss_cls: 1.2791, loss: 1.2791, grad_norm: 8.6887 2020-07-31 12:23:49,581 - mmaction - INFO - Epoch [75][3160/3757] lr: 1.000e-03, eta: 2 days, 3:17:04, time: 1.975, data_time: 0.010, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8570, loss_cls: 1.3787, loss: 1.3787, grad_norm: 8.6244 2020-07-31 12:24:28,584 - mmaction - INFO - Epoch [75][3180/3757] lr: 1.000e-03, eta: 2 days, 3:16:25, time: 1.945, data_time: 0.015, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8562, loss_cls: 1.3445, loss: 1.3445, grad_norm: 8.5610 2020-07-31 12:25:12,474 - mmaction - INFO - Epoch [75][3200/3757] lr: 1.000e-03, eta: 2 days, 3:15:48, time: 2.195, data_time: 0.010, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8586, loss_cls: 1.3431, loss: 1.3431, grad_norm: 8.4354 2020-07-31 12:25:50,543 - mmaction - INFO - Epoch [75][3220/3757] lr: 1.000e-03, eta: 2 days, 3:15:08, time: 1.910, data_time: 0.674, memory: 5170, top1_acc: 0.6383, top5_acc: 0.8484, loss_cls: 1.4336, loss: 1.4336, grad_norm: 9.0094 2020-07-31 12:26:26,565 - mmaction - INFO - Epoch [75][3240/3757] lr: 1.000e-03, eta: 2 days, 3:14:28, time: 1.793, data_time: 0.658, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8359, loss_cls: 1.4506, loss: 1.4506, grad_norm: 8.8093 2020-07-31 12:27:08,542 - mmaction - INFO - Epoch [75][3260/3757] lr: 1.000e-03, eta: 2 days, 3:13:50, time: 2.108, data_time: 0.012, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8570, loss_cls: 1.3708, loss: 1.3708, grad_norm: 8.6347 2020-07-31 12:27:43,313 - mmaction - INFO - Epoch [75][3280/3757] lr: 1.000e-03, eta: 2 days, 3:13:09, time: 1.735, data_time: 0.150, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8711, loss_cls: 1.2682, loss: 1.2682, grad_norm: 8.2866 2020-07-31 12:28:21,262 - mmaction - INFO - Epoch [75][3300/3757] lr: 1.000e-03, eta: 2 days, 3:12:30, time: 1.900, data_time: 0.010, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8562, loss_cls: 1.3875, loss: 1.3875, grad_norm: 8.8274 2020-07-31 12:29:02,627 - mmaction - INFO - Epoch [75][3320/3757] lr: 1.000e-03, eta: 2 days, 3:11:52, time: 2.070, data_time: 0.010, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8602, loss_cls: 1.3708, loss: 1.3708, grad_norm: 8.7075 2020-07-31 12:29:39,296 - mmaction - INFO - Epoch [75][3340/3757] lr: 1.000e-03, eta: 2 days, 3:11:12, time: 1.833, data_time: 0.002, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8859, loss_cls: 1.2235, loss: 1.2235, grad_norm: 8.2762 2020-07-31 12:30:18,744 - mmaction - INFO - Epoch [75][3360/3757] lr: 1.000e-03, eta: 2 days, 3:10:33, time: 1.973, data_time: 0.022, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8602, loss_cls: 1.4073, loss: 1.4073, grad_norm: 8.6941 2020-07-31 12:31:00,463 - mmaction - INFO - Epoch [75][3380/3757] lr: 1.000e-03, eta: 2 days, 3:09:55, time: 2.086, data_time: 0.002, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8500, loss_cls: 1.3628, loss: 1.3628, grad_norm: 8.6945 2020-07-31 12:31:35,407 - mmaction - INFO - Epoch [75][3400/3757] lr: 1.000e-03, eta: 2 days, 3:09:14, time: 1.736, data_time: 0.014, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8562, loss_cls: 1.3763, loss: 1.3763, grad_norm: 8.5992 2020-07-31 12:32:17,933 - mmaction - INFO - Epoch [75][3420/3757] lr: 1.000e-03, eta: 2 days, 3:08:36, time: 2.128, data_time: 0.034, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8703, loss_cls: 1.3454, loss: 1.3454, grad_norm: 8.7189 2020-07-31 12:32:54,201 - mmaction - INFO - Epoch [75][3440/3757] lr: 1.000e-03, eta: 2 days, 3:07:56, time: 1.823, data_time: 0.012, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8594, loss_cls: 1.3645, loss: 1.3645, grad_norm: 8.6205 2020-07-31 12:33:31,243 - mmaction - INFO - Epoch [75][3460/3757] lr: 1.000e-03, eta: 2 days, 3:07:17, time: 1.852, data_time: 0.344, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8664, loss_cls: 1.3088, loss: 1.3088, grad_norm: 8.3254 2020-07-31 12:34:13,685 - mmaction - INFO - Epoch [75][3480/3757] lr: 1.000e-03, eta: 2 days, 3:06:39, time: 2.120, data_time: 0.157, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8602, loss_cls: 1.3922, loss: 1.3922, grad_norm: 8.7004 2020-07-31 12:34:51,775 - mmaction - INFO - Epoch [75][3500/3757] lr: 1.000e-03, eta: 2 days, 3:05:59, time: 1.905, data_time: 0.006, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8602, loss_cls: 1.3610, loss: 1.3610, grad_norm: 8.6738 2020-07-31 12:35:33,349 - mmaction - INFO - Epoch [75][3520/3757] lr: 1.000e-03, eta: 2 days, 3:05:21, time: 2.074, data_time: 0.014, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8602, loss_cls: 1.3158, loss: 1.3158, grad_norm: 8.3073 2020-07-31 12:36:12,566 - mmaction - INFO - Epoch [75][3540/3757] lr: 1.000e-03, eta: 2 days, 3:04:42, time: 1.966, data_time: 0.009, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8555, loss_cls: 1.3514, loss: 1.3514, grad_norm: 8.7073 2020-07-31 12:36:50,576 - mmaction - INFO - Epoch [75][3560/3757] lr: 1.000e-03, eta: 2 days, 3:04:03, time: 1.894, data_time: 0.009, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8836, loss_cls: 1.2353, loss: 1.2353, grad_norm: 8.3839 2020-07-31 12:37:29,583 - mmaction - INFO - Epoch [75][3580/3757] lr: 1.000e-03, eta: 2 days, 3:03:24, time: 1.958, data_time: 0.010, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8531, loss_cls: 1.4169, loss: 1.4169, grad_norm: 8.7587 2020-07-31 12:38:10,002 - mmaction - INFO - Epoch [75][3600/3757] lr: 1.000e-03, eta: 2 days, 3:02:45, time: 2.021, data_time: 0.038, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8609, loss_cls: 1.3644, loss: 1.3644, grad_norm: 8.6435 2020-07-31 12:38:50,404 - mmaction - INFO - Epoch [75][3620/3757] lr: 1.000e-03, eta: 2 days, 3:02:06, time: 2.019, data_time: 0.331, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8625, loss_cls: 1.3043, loss: 1.3043, grad_norm: 8.6444 2020-07-31 12:39:27,874 - mmaction - INFO - Epoch [75][3640/3757] lr: 1.000e-03, eta: 2 days, 3:01:27, time: 1.874, data_time: 0.144, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8555, loss_cls: 1.4072, loss: 1.4072, grad_norm: 8.8952 2020-07-31 12:40:08,143 - mmaction - INFO - Epoch [75][3660/3757] lr: 1.000e-03, eta: 2 days, 3:00:48, time: 2.012, data_time: 0.003, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8711, loss_cls: 1.2808, loss: 1.2808, grad_norm: 8.6034 2020-07-31 12:40:50,868 - mmaction - INFO - Epoch [75][3680/3757] lr: 1.000e-03, eta: 2 days, 3:00:10, time: 2.137, data_time: 0.006, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8578, loss_cls: 1.3454, loss: 1.3454, grad_norm: 8.7064 2020-07-31 12:41:25,216 - mmaction - INFO - Epoch [75][3700/3757] lr: 1.000e-03, eta: 2 days, 2:59:30, time: 1.712, data_time: 0.121, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8422, loss_cls: 1.4018, loss: 1.4018, grad_norm: 8.9144 2020-07-31 12:42:10,891 - mmaction - INFO - Epoch [75][3720/3757] lr: 1.000e-03, eta: 2 days, 2:58:53, time: 2.284, data_time: 0.134, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8555, loss_cls: 1.3715, loss: 1.3715, grad_norm: 8.5399 2020-07-31 12:42:47,768 - mmaction - INFO - Epoch [75][3740/3757] lr: 1.000e-03, eta: 2 days, 2:58:13, time: 1.849, data_time: 0.014, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8594, loss_cls: 1.3588, loss: 1.3588, grad_norm: 8.7482 2020-07-31 12:43:11,487 - mmaction - INFO - Saving checkpoint at 75 epochs 2020-07-31 12:44:09,790 - mmaction - INFO - Epoch [76][20/3757] lr: 1.000e-03, eta: 2 days, 2:56:55, time: 2.820, data_time: 1.195, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8648, loss_cls: 1.2953, loss: 1.2953, grad_norm: 8.4492 2020-07-31 12:44:48,531 - mmaction - INFO - Epoch [76][40/3757] lr: 1.000e-03, eta: 2 days, 2:56:16, time: 1.937, data_time: 0.022, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8531, loss_cls: 1.3486, loss: 1.3486, grad_norm: 8.5061 2020-07-31 12:45:25,700 - mmaction - INFO - Epoch [76][60/3757] lr: 1.000e-03, eta: 2 days, 2:55:37, time: 1.855, data_time: 0.007, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8492, loss_cls: 1.3762, loss: 1.3762, grad_norm: 8.5335 2020-07-31 12:46:08,968 - mmaction - INFO - Epoch [76][80/3757] lr: 1.000e-03, eta: 2 days, 2:54:59, time: 2.166, data_time: 0.021, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8680, loss_cls: 1.3376, loss: 1.3376, grad_norm: 8.5912 2020-07-31 12:46:46,702 - mmaction - INFO - Epoch [76][100/3757] lr: 1.000e-03, eta: 2 days, 2:54:19, time: 1.887, data_time: 1.093, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8789, loss_cls: 1.2613, loss: 1.2613, grad_norm: 8.3756 2020-07-31 12:47:25,459 - mmaction - INFO - Epoch [76][120/3757] lr: 1.000e-03, eta: 2 days, 2:53:40, time: 1.932, data_time: 1.053, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8734, loss_cls: 1.1904, loss: 1.1904, grad_norm: 8.0171 2020-07-31 12:48:07,815 - mmaction - INFO - Epoch [76][140/3757] lr: 1.000e-03, eta: 2 days, 2:53:02, time: 2.116, data_time: 1.163, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8648, loss_cls: 1.3056, loss: 1.3056, grad_norm: 8.6465 2020-07-31 12:48:46,738 - mmaction - INFO - Epoch [76][160/3757] lr: 1.000e-03, eta: 2 days, 2:52:23, time: 1.951, data_time: 0.024, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8625, loss_cls: 1.2988, loss: 1.2988, grad_norm: 8.5693 2020-07-31 12:49:23,889 - mmaction - INFO - Epoch [76][180/3757] lr: 1.000e-03, eta: 2 days, 2:51:43, time: 1.860, data_time: 0.010, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8742, loss_cls: 1.2765, loss: 1.2765, grad_norm: 8.5244 2020-07-31 12:50:05,563 - mmaction - INFO - Epoch [76][200/3757] lr: 1.000e-03, eta: 2 days, 2:51:05, time: 2.085, data_time: 0.009, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8836, loss_cls: 1.2362, loss: 1.2362, grad_norm: 8.4822 2020-07-31 12:50:44,194 - mmaction - INFO - Epoch [76][220/3757] lr: 1.000e-03, eta: 2 days, 2:50:26, time: 1.931, data_time: 0.023, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8555, loss_cls: 1.3405, loss: 1.3405, grad_norm: 8.5580 2020-07-31 12:51:20,837 - mmaction - INFO - Epoch [76][240/3757] lr: 1.000e-03, eta: 2 days, 2:49:46, time: 1.824, data_time: 0.008, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8711, loss_cls: 1.3159, loss: 1.3159, grad_norm: 8.6826 2020-07-31 12:51:59,166 - mmaction - INFO - Epoch [76][260/3757] lr: 1.000e-03, eta: 2 days, 2:49:07, time: 1.924, data_time: 0.011, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8523, loss_cls: 1.3726, loss: 1.3726, grad_norm: 8.6413 2020-07-31 12:52:34,104 - mmaction - INFO - Epoch [76][280/3757] lr: 1.000e-03, eta: 2 days, 2:48:26, time: 1.742, data_time: 0.008, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8625, loss_cls: 1.3180, loss: 1.3180, grad_norm: 8.7452 2020-07-31 12:53:15,227 - mmaction - INFO - Epoch [76][300/3757] lr: 1.000e-03, eta: 2 days, 2:47:48, time: 2.054, data_time: 0.010, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8625, loss_cls: 1.3157, loss: 1.3157, grad_norm: 8.7468 2020-07-31 12:53:55,126 - mmaction - INFO - Epoch [76][320/3757] lr: 1.000e-03, eta: 2 days, 2:47:09, time: 2.001, data_time: 0.265, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8562, loss_cls: 1.3499, loss: 1.3499, grad_norm: 8.5604 2020-07-31 12:54:33,582 - mmaction - INFO - Epoch [76][340/3757] lr: 1.000e-03, eta: 2 days, 2:46:30, time: 1.920, data_time: 0.008, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8664, loss_cls: 1.2888, loss: 1.2888, grad_norm: 8.3648 2020-07-31 12:55:10,757 - mmaction - INFO - Epoch [76][360/3757] lr: 1.000e-03, eta: 2 days, 2:45:50, time: 1.861, data_time: 0.009, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8594, loss_cls: 1.3089, loss: 1.3089, grad_norm: 8.5689 2020-07-31 12:55:50,994 - mmaction - INFO - Epoch [76][380/3757] lr: 1.000e-03, eta: 2 days, 2:45:12, time: 2.012, data_time: 0.003, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8711, loss_cls: 1.3278, loss: 1.3278, grad_norm: 8.6404 2020-07-31 12:56:30,709 - mmaction - INFO - Epoch [76][400/3757] lr: 1.000e-03, eta: 2 days, 2:44:33, time: 1.985, data_time: 0.003, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8594, loss_cls: 1.2999, loss: 1.2999, grad_norm: 8.3571 2020-07-31 12:57:10,140 - mmaction - INFO - Epoch [76][420/3757] lr: 1.000e-03, eta: 2 days, 2:43:54, time: 1.972, data_time: 0.009, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8758, loss_cls: 1.3401, loss: 1.3401, grad_norm: 8.5888 2020-07-31 12:57:48,341 - mmaction - INFO - Epoch [76][440/3757] lr: 1.000e-03, eta: 2 days, 2:43:14, time: 1.911, data_time: 0.004, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8641, loss_cls: 1.3037, loss: 1.3037, grad_norm: 8.4817 2020-07-31 12:58:30,540 - mmaction - INFO - Epoch [76][460/3757] lr: 1.000e-03, eta: 2 days, 2:42:36, time: 2.106, data_time: 0.008, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8750, loss_cls: 1.2980, loss: 1.2980, grad_norm: 8.4633 2020-07-31 12:59:08,140 - mmaction - INFO - Epoch [76][480/3757] lr: 1.000e-03, eta: 2 days, 2:41:57, time: 1.884, data_time: 0.008, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8586, loss_cls: 1.3485, loss: 1.3485, grad_norm: 8.5364 2020-07-31 12:59:49,324 - mmaction - INFO - Epoch [76][500/3757] lr: 1.000e-03, eta: 2 days, 2:41:18, time: 2.052, data_time: 0.048, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8641, loss_cls: 1.3184, loss: 1.3184, grad_norm: 8.2723 2020-07-31 13:00:26,347 - mmaction - INFO - Epoch [76][520/3757] lr: 1.000e-03, eta: 2 days, 2:40:39, time: 1.841, data_time: 0.072, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8617, loss_cls: 1.2640, loss: 1.2640, grad_norm: 8.5038 2020-07-31 13:01:07,523 - mmaction - INFO - Epoch [76][540/3757] lr: 1.000e-03, eta: 2 days, 2:40:00, time: 2.076, data_time: 0.032, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8531, loss_cls: 1.3238, loss: 1.3238, grad_norm: 8.4388 2020-07-31 13:01:47,581 - mmaction - INFO - Epoch [76][560/3757] lr: 1.000e-03, eta: 2 days, 2:39:22, time: 2.002, data_time: 0.008, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8562, loss_cls: 1.3739, loss: 1.3739, grad_norm: 8.7090 2020-07-31 13:02:26,075 - mmaction - INFO - Epoch [76][580/3757] lr: 1.000e-03, eta: 2 days, 2:38:42, time: 1.926, data_time: 0.005, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8703, loss_cls: 1.3287, loss: 1.3287, grad_norm: 8.4278 2020-07-31 13:03:05,535 - mmaction - INFO - Epoch [76][600/3757] lr: 1.000e-03, eta: 2 days, 2:38:03, time: 1.971, data_time: 0.008, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8508, loss_cls: 1.3741, loss: 1.3741, grad_norm: 8.5194 2020-07-31 13:03:43,474 - mmaction - INFO - Epoch [76][620/3757] lr: 1.000e-03, eta: 2 days, 2:37:24, time: 1.891, data_time: 0.005, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8609, loss_cls: 1.3444, loss: 1.3444, grad_norm: 8.6408 2020-07-31 13:04:24,562 - mmaction - INFO - Epoch [76][640/3757] lr: 1.000e-03, eta: 2 days, 2:36:46, time: 2.055, data_time: 0.051, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8711, loss_cls: 1.2902, loss: 1.2902, grad_norm: 8.5219 2020-07-31 13:05:01,125 - mmaction - INFO - Epoch [76][660/3757] lr: 1.000e-03, eta: 2 days, 2:36:06, time: 1.833, data_time: 0.010, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8672, loss_cls: 1.3463, loss: 1.3463, grad_norm: 8.7156 2020-07-31 13:05:40,920 - mmaction - INFO - Epoch [76][680/3757] lr: 1.000e-03, eta: 2 days, 2:35:27, time: 1.991, data_time: 0.329, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8641, loss_cls: 1.3100, loss: 1.3100, grad_norm: 8.7378 2020-07-31 13:06:19,191 - mmaction - INFO - Epoch [76][700/3757] lr: 1.000e-03, eta: 2 days, 2:34:48, time: 1.912, data_time: 0.013, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8688, loss_cls: 1.2807, loss: 1.2807, grad_norm: 8.3370 2020-07-31 13:06:54,367 - mmaction - INFO - Epoch [76][720/3757] lr: 1.000e-03, eta: 2 days, 2:34:07, time: 1.756, data_time: 0.033, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8586, loss_cls: 1.3599, loss: 1.3599, grad_norm: 8.6164 2020-07-31 13:07:32,550 - mmaction - INFO - Epoch [76][740/3757] lr: 1.000e-03, eta: 2 days, 2:33:28, time: 1.912, data_time: 0.022, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8648, loss_cls: 1.3236, loss: 1.3236, grad_norm: 8.6263 2020-07-31 13:08:13,613 - mmaction - INFO - Epoch [76][760/3757] lr: 1.000e-03, eta: 2 days, 2:32:49, time: 2.051, data_time: 0.010, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8539, loss_cls: 1.3673, loss: 1.3673, grad_norm: 8.9544 2020-07-31 13:08:54,293 - mmaction - INFO - Epoch [76][780/3757] lr: 1.000e-03, eta: 2 days, 2:32:11, time: 2.036, data_time: 0.008, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8750, loss_cls: 1.2710, loss: 1.2710, grad_norm: 8.5779 2020-07-31 13:09:30,475 - mmaction - INFO - Epoch [76][800/3757] lr: 1.000e-03, eta: 2 days, 2:31:31, time: 1.810, data_time: 0.459, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8727, loss_cls: 1.2794, loss: 1.2794, grad_norm: 8.2551 2020-07-31 13:10:10,222 - mmaction - INFO - Epoch [76][820/3757] lr: 1.000e-03, eta: 2 days, 2:30:52, time: 1.987, data_time: 1.411, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8742, loss_cls: 1.2922, loss: 1.2922, grad_norm: 8.5023 2020-07-31 13:10:49,307 - mmaction - INFO - Epoch [76][840/3757] lr: 1.000e-03, eta: 2 days, 2:30:13, time: 1.953, data_time: 1.390, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8602, loss_cls: 1.3173, loss: 1.3173, grad_norm: 8.3807 2020-07-31 13:11:28,176 - mmaction - INFO - Epoch [76][860/3757] lr: 1.000e-03, eta: 2 days, 2:29:34, time: 1.943, data_time: 1.368, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8695, loss_cls: 1.3441, loss: 1.3441, grad_norm: 8.6987 2020-07-31 13:12:09,122 - mmaction - INFO - Epoch [76][880/3757] lr: 1.000e-03, eta: 2 days, 2:28:55, time: 2.047, data_time: 1.496, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8562, loss_cls: 1.3206, loss: 1.3206, grad_norm: 8.7849 2020-07-31 13:12:46,158 - mmaction - INFO - Epoch [76][900/3757] lr: 1.000e-03, eta: 2 days, 2:28:16, time: 1.844, data_time: 1.281, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8555, loss_cls: 1.3373, loss: 1.3373, grad_norm: 8.4768 2020-07-31 13:13:25,840 - mmaction - INFO - Epoch [76][920/3757] lr: 1.000e-03, eta: 2 days, 2:27:37, time: 1.993, data_time: 1.060, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8602, loss_cls: 1.3197, loss: 1.3197, grad_norm: 8.5152 2020-07-31 13:14:04,695 - mmaction - INFO - Epoch [76][940/3757] lr: 1.000e-03, eta: 2 days, 2:26:58, time: 1.939, data_time: 1.224, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8555, loss_cls: 1.3083, loss: 1.3083, grad_norm: 8.5120 2020-07-31 13:14:44,313 - mmaction - INFO - Epoch [76][960/3757] lr: 1.000e-03, eta: 2 days, 2:26:19, time: 1.985, data_time: 0.728, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8789, loss_cls: 1.2736, loss: 1.2736, grad_norm: 8.5225 2020-07-31 13:15:25,239 - mmaction - INFO - Epoch [76][980/3757] lr: 1.000e-03, eta: 2 days, 2:25:40, time: 2.045, data_time: 1.031, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8664, loss_cls: 1.3000, loss: 1.3000, grad_norm: 8.4917 2020-07-31 13:16:05,579 - mmaction - INFO - Epoch [76][1000/3757] lr: 1.000e-03, eta: 2 days, 2:25:02, time: 2.015, data_time: 0.424, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8688, loss_cls: 1.2635, loss: 1.2635, grad_norm: 8.3957 2020-07-31 13:16:40,754 - mmaction - INFO - Epoch [76][1020/3757] lr: 1.000e-03, eta: 2 days, 2:24:21, time: 1.762, data_time: 0.015, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8711, loss_cls: 1.2753, loss: 1.2753, grad_norm: 8.7182 2020-07-31 13:17:17,677 - mmaction - INFO - Epoch [76][1040/3757] lr: 1.000e-03, eta: 2 days, 2:23:42, time: 1.836, data_time: 0.026, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8680, loss_cls: 1.3384, loss: 1.3384, grad_norm: 8.5203 2020-07-31 13:17:55,337 - mmaction - INFO - Epoch [76][1060/3757] lr: 1.000e-03, eta: 2 days, 2:23:02, time: 1.889, data_time: 0.012, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8633, loss_cls: 1.3071, loss: 1.3071, grad_norm: 8.4324 2020-07-31 13:18:37,309 - mmaction - INFO - Epoch [76][1080/3757] lr: 1.000e-03, eta: 2 days, 2:22:24, time: 2.095, data_time: 0.012, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8734, loss_cls: 1.2694, loss: 1.2694, grad_norm: 8.1979 2020-07-31 13:19:17,888 - mmaction - INFO - Epoch [76][1100/3757] lr: 1.000e-03, eta: 2 days, 2:21:45, time: 2.035, data_time: 0.010, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8578, loss_cls: 1.3483, loss: 1.3483, grad_norm: 8.4732 2020-07-31 13:19:56,668 - mmaction - INFO - Epoch [76][1120/3757] lr: 1.000e-03, eta: 2 days, 2:21:06, time: 1.933, data_time: 0.011, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8742, loss_cls: 1.2520, loss: 1.2520, grad_norm: 8.3193 2020-07-31 13:20:35,540 - mmaction - INFO - Epoch [76][1140/3757] lr: 1.000e-03, eta: 2 days, 2:20:27, time: 1.950, data_time: 0.010, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8734, loss_cls: 1.3036, loss: 1.3036, grad_norm: 8.4762 2020-07-31 13:21:14,114 - mmaction - INFO - Epoch [76][1160/3757] lr: 1.000e-03, eta: 2 days, 2:19:48, time: 1.923, data_time: 0.462, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8766, loss_cls: 1.2795, loss: 1.2795, grad_norm: 8.5095 2020-07-31 13:21:51,139 - mmaction - INFO - Epoch [76][1180/3757] lr: 1.000e-03, eta: 2 days, 2:19:08, time: 1.857, data_time: 0.454, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8758, loss_cls: 1.2160, loss: 1.2160, grad_norm: 8.2712 2020-07-31 13:22:33,024 - mmaction - INFO - Epoch [76][1200/3757] lr: 1.000e-03, eta: 2 days, 2:18:30, time: 2.089, data_time: 0.060, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8656, loss_cls: 1.2775, loss: 1.2775, grad_norm: 8.0572 2020-07-31 13:23:12,924 - mmaction - INFO - Epoch [76][1220/3757] lr: 1.000e-03, eta: 2 days, 2:17:51, time: 1.993, data_time: 0.010, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8625, loss_cls: 1.3286, loss: 1.3286, grad_norm: 8.2781 2020-07-31 13:23:51,297 - mmaction - INFO - Epoch [76][1240/3757] lr: 1.000e-03, eta: 2 days, 2:17:12, time: 1.922, data_time: 0.340, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8680, loss_cls: 1.3362, loss: 1.3362, grad_norm: 8.2788 2020-07-31 13:24:29,439 - mmaction - INFO - Epoch [76][1260/3757] lr: 1.000e-03, eta: 2 days, 2:16:33, time: 1.908, data_time: 0.968, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8570, loss_cls: 1.3744, loss: 1.3744, grad_norm: 8.3263 2020-07-31 13:25:08,926 - mmaction - INFO - Epoch [76][1280/3757] lr: 1.000e-03, eta: 2 days, 2:15:54, time: 1.977, data_time: 0.006, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8719, loss_cls: 1.2910, loss: 1.2910, grad_norm: 8.5396 2020-07-31 13:25:46,718 - mmaction - INFO - Epoch [76][1300/3757] lr: 1.000e-03, eta: 2 days, 2:15:14, time: 1.889, data_time: 0.002, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8617, loss_cls: 1.3052, loss: 1.3052, grad_norm: 8.3723 2020-07-31 13:26:27,406 - mmaction - INFO - Epoch [76][1320/3757] lr: 1.000e-03, eta: 2 days, 2:14:36, time: 2.035, data_time: 0.033, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8672, loss_cls: 1.2605, loss: 1.2605, grad_norm: 8.4798 2020-07-31 13:27:06,515 - mmaction - INFO - Epoch [76][1340/3757] lr: 1.000e-03, eta: 2 days, 2:13:57, time: 1.954, data_time: 0.023, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8617, loss_cls: 1.3068, loss: 1.3068, grad_norm: 8.1350 2020-07-31 13:27:42,034 - mmaction - INFO - Epoch [76][1360/3757] lr: 1.000e-03, eta: 2 days, 2:13:16, time: 1.777, data_time: 0.009, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8656, loss_cls: 1.3694, loss: 1.3694, grad_norm: 8.5874 2020-07-31 13:28:22,137 - mmaction - INFO - Epoch [76][1380/3757] lr: 1.000e-03, eta: 2 days, 2:12:38, time: 2.006, data_time: 0.210, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8820, loss_cls: 1.1987, loss: 1.1987, grad_norm: 8.1106 2020-07-31 13:28:57,671 - mmaction - INFO - Epoch [76][1400/3757] lr: 1.000e-03, eta: 2 days, 2:11:57, time: 1.777, data_time: 0.011, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8555, loss_cls: 1.3471, loss: 1.3471, grad_norm: 8.4277 2020-07-31 13:29:36,851 - mmaction - INFO - Epoch [76][1420/3757] lr: 1.000e-03, eta: 2 days, 2:11:18, time: 1.952, data_time: 0.033, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8766, loss_cls: 1.2772, loss: 1.2772, grad_norm: 8.4814 2020-07-31 13:30:18,751 - mmaction - INFO - Epoch [76][1440/3757] lr: 1.000e-03, eta: 2 days, 2:10:40, time: 2.098, data_time: 0.023, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8578, loss_cls: 1.3197, loss: 1.3197, grad_norm: 8.3624 2020-07-31 13:30:58,655 - mmaction - INFO - Epoch [76][1460/3757] lr: 1.000e-03, eta: 2 days, 2:10:02, time: 1.999, data_time: 0.009, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8766, loss_cls: 1.2628, loss: 1.2628, grad_norm: 8.5760 2020-07-31 13:31:38,275 - mmaction - INFO - Epoch [76][1480/3757] lr: 1.000e-03, eta: 2 days, 2:09:23, time: 1.982, data_time: 0.008, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8812, loss_cls: 1.2102, loss: 1.2102, grad_norm: 8.3529 2020-07-31 13:32:14,990 - mmaction - INFO - Epoch [76][1500/3757] lr: 1.000e-03, eta: 2 days, 2:08:43, time: 1.826, data_time: 0.004, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8750, loss_cls: 1.3026, loss: 1.3026, grad_norm: 8.7706 2020-07-31 13:32:56,954 - mmaction - INFO - Epoch [76][1520/3757] lr: 1.000e-03, eta: 2 days, 2:08:05, time: 2.103, data_time: 0.012, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8633, loss_cls: 1.2893, loss: 1.2893, grad_norm: 8.5999 2020-07-31 13:33:35,967 - mmaction - INFO - Epoch [76][1540/3757] lr: 1.000e-03, eta: 2 days, 2:07:26, time: 1.956, data_time: 0.007, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8594, loss_cls: 1.3549, loss: 1.3549, grad_norm: 9.0044 2020-07-31 13:34:11,778 - mmaction - INFO - Epoch [76][1560/3757] lr: 1.000e-03, eta: 2 days, 2:06:46, time: 1.789, data_time: 0.009, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8633, loss_cls: 1.3239, loss: 1.3239, grad_norm: 8.7464 2020-07-31 13:34:49,960 - mmaction - INFO - Epoch [76][1580/3757] lr: 1.000e-03, eta: 2 days, 2:06:06, time: 1.909, data_time: 0.003, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8688, loss_cls: 1.3039, loss: 1.3039, grad_norm: 8.8253 2020-07-31 13:35:29,124 - mmaction - INFO - Epoch [76][1600/3757] lr: 1.000e-03, eta: 2 days, 2:05:27, time: 1.953, data_time: 0.009, memory: 5170, top1_acc: 0.6406, top5_acc: 0.8422, loss_cls: 1.4838, loss: 1.4838, grad_norm: 8.9841 2020-07-31 13:36:10,068 - mmaction - INFO - Epoch [76][1620/3757] lr: 1.000e-03, eta: 2 days, 2:04:49, time: 2.054, data_time: 0.017, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8586, loss_cls: 1.3670, loss: 1.3670, grad_norm: 8.5580 2020-07-31 13:36:48,972 - mmaction - INFO - Epoch [76][1640/3757] lr: 1.000e-03, eta: 2 days, 2:04:10, time: 1.942, data_time: 0.263, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8688, loss_cls: 1.2928, loss: 1.2928, grad_norm: 8.2004 2020-07-31 13:37:30,096 - mmaction - INFO - Epoch [76][1660/3757] lr: 1.000e-03, eta: 2 days, 2:03:31, time: 2.060, data_time: 0.285, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8508, loss_cls: 1.3475, loss: 1.3475, grad_norm: 8.7298 2020-07-31 13:38:08,393 - mmaction - INFO - Epoch [76][1680/3757] lr: 1.000e-03, eta: 2 days, 2:02:52, time: 1.912, data_time: 0.009, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8789, loss_cls: 1.2710, loss: 1.2710, grad_norm: 8.2880 2020-07-31 13:38:47,835 - mmaction - INFO - Epoch [76][1700/3757] lr: 1.000e-03, eta: 2 days, 2:02:13, time: 1.975, data_time: 0.008, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8492, loss_cls: 1.4192, loss: 1.4192, grad_norm: 8.6398 2020-07-31 13:39:27,796 - mmaction - INFO - Epoch [76][1720/3757] lr: 1.000e-03, eta: 2 days, 2:01:34, time: 1.995, data_time: 0.008, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8531, loss_cls: 1.3922, loss: 1.3922, grad_norm: 8.8146 2020-07-31 13:40:07,926 - mmaction - INFO - Epoch [76][1740/3757] lr: 1.000e-03, eta: 2 days, 2:00:55, time: 2.009, data_time: 0.022, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8477, loss_cls: 1.3783, loss: 1.3783, grad_norm: 8.6703 2020-07-31 13:40:45,655 - mmaction - INFO - Epoch [76][1760/3757] lr: 1.000e-03, eta: 2 days, 2:00:16, time: 1.888, data_time: 0.004, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8680, loss_cls: 1.3118, loss: 1.3118, grad_norm: 8.4929 2020-07-31 13:41:27,356 - mmaction - INFO - Epoch [76][1780/3757] lr: 1.000e-03, eta: 2 days, 1:59:38, time: 2.081, data_time: 0.007, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8688, loss_cls: 1.2704, loss: 1.2704, grad_norm: 8.4467 2020-07-31 13:42:04,412 - mmaction - INFO - Epoch [76][1800/3757] lr: 1.000e-03, eta: 2 days, 1:58:58, time: 1.853, data_time: 0.009, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8406, loss_cls: 1.3885, loss: 1.3885, grad_norm: 8.4028 2020-07-31 13:42:43,776 - mmaction - INFO - Epoch [76][1820/3757] lr: 1.000e-03, eta: 2 days, 1:58:19, time: 1.971, data_time: 0.009, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8586, loss_cls: 1.2869, loss: 1.2869, grad_norm: 8.4418 2020-07-31 13:43:24,691 - mmaction - INFO - Epoch [76][1840/3757] lr: 1.000e-03, eta: 2 days, 1:57:41, time: 2.038, data_time: 0.009, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8758, loss_cls: 1.2714, loss: 1.2714, grad_norm: 8.3048 2020-07-31 13:44:02,788 - mmaction - INFO - Epoch [76][1860/3757] lr: 1.000e-03, eta: 2 days, 1:57:01, time: 1.903, data_time: 0.011, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8570, loss_cls: 1.3602, loss: 1.3602, grad_norm: 8.7027 2020-07-31 13:44:43,605 - mmaction - INFO - Epoch [76][1880/3757] lr: 1.000e-03, eta: 2 days, 1:56:23, time: 2.051, data_time: 0.122, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8625, loss_cls: 1.3110, loss: 1.3110, grad_norm: 8.4901 2020-07-31 13:45:22,411 - mmaction - INFO - Epoch [76][1900/3757] lr: 1.000e-03, eta: 2 days, 1:55:44, time: 1.936, data_time: 0.008, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8586, loss_cls: 1.3225, loss: 1.3225, grad_norm: 8.3533 2020-07-31 13:45:59,150 - mmaction - INFO - Epoch [76][1920/3757] lr: 1.000e-03, eta: 2 days, 1:55:04, time: 1.842, data_time: 0.012, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8539, loss_cls: 1.3230, loss: 1.3230, grad_norm: 8.5211 2020-07-31 13:46:40,415 - mmaction - INFO - Epoch [76][1940/3757] lr: 1.000e-03, eta: 2 days, 1:54:25, time: 2.063, data_time: 0.009, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8750, loss_cls: 1.3126, loss: 1.3126, grad_norm: 8.6748 2020-07-31 13:47:19,878 - mmaction - INFO - Epoch [76][1960/3757] lr: 1.000e-03, eta: 2 days, 1:53:46, time: 1.972, data_time: 0.003, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8453, loss_cls: 1.3474, loss: 1.3474, grad_norm: 8.6690 2020-07-31 13:48:00,112 - mmaction - INFO - Epoch [76][1980/3757] lr: 1.000e-03, eta: 2 days, 1:53:08, time: 2.007, data_time: 0.008, memory: 5170, top1_acc: 0.6477, top5_acc: 0.8711, loss_cls: 1.3955, loss: 1.3955, grad_norm: 8.9557 2020-07-31 13:48:35,615 - mmaction - INFO - Epoch [76][2000/3757] lr: 1.000e-03, eta: 2 days, 1:52:28, time: 1.780, data_time: 0.014, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8617, loss_cls: 1.3557, loss: 1.3557, grad_norm: 8.5006 2020-07-31 13:49:15,285 - mmaction - INFO - Epoch [76][2020/3757] lr: 1.000e-03, eta: 2 days, 1:51:49, time: 1.979, data_time: 0.009, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8742, loss_cls: 1.3146, loss: 1.3146, grad_norm: 8.6657 2020-07-31 13:49:52,750 - mmaction - INFO - Epoch [76][2040/3757] lr: 1.000e-03, eta: 2 days, 1:51:09, time: 1.878, data_time: 0.008, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8727, loss_cls: 1.2926, loss: 1.2926, grad_norm: 8.7006 2020-07-31 13:50:33,394 - mmaction - INFO - Epoch [76][2060/3757] lr: 1.000e-03, eta: 2 days, 1:50:30, time: 2.024, data_time: 0.009, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8641, loss_cls: 1.3518, loss: 1.3518, grad_norm: 8.8273 2020-07-31 13:51:13,646 - mmaction - INFO - Epoch [76][2080/3757] lr: 1.000e-03, eta: 2 days, 1:49:52, time: 2.022, data_time: 0.012, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8586, loss_cls: 1.3300, loss: 1.3300, grad_norm: 8.5335 2020-07-31 13:51:51,805 - mmaction - INFO - Epoch [76][2100/3757] lr: 1.000e-03, eta: 2 days, 1:49:12, time: 1.901, data_time: 0.018, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8734, loss_cls: 1.3340, loss: 1.3340, grad_norm: 8.5872 2020-07-31 13:52:28,419 - mmaction - INFO - Epoch [76][2120/3757] lr: 1.000e-03, eta: 2 days, 1:48:33, time: 1.836, data_time: 0.170, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8734, loss_cls: 1.2640, loss: 1.2640, grad_norm: 8.5146 2020-07-31 13:53:07,595 - mmaction - INFO - Epoch [76][2140/3757] lr: 1.000e-03, eta: 2 days, 1:47:54, time: 1.953, data_time: 0.169, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8453, loss_cls: 1.4099, loss: 1.4099, grad_norm: 8.8333 2020-07-31 13:53:44,961 - mmaction - INFO - Epoch [76][2160/3757] lr: 1.000e-03, eta: 2 days, 1:47:14, time: 1.876, data_time: 0.011, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8586, loss_cls: 1.3894, loss: 1.3894, grad_norm: 8.8531 2020-07-31 13:54:26,422 - mmaction - INFO - Epoch [76][2180/3757] lr: 1.000e-03, eta: 2 days, 1:46:36, time: 2.070, data_time: 0.008, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8547, loss_cls: 1.3704, loss: 1.3704, grad_norm: 8.6363 2020-07-31 13:55:05,237 - mmaction - INFO - Epoch [76][2200/3757] lr: 1.000e-03, eta: 2 days, 1:45:57, time: 1.943, data_time: 0.019, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8484, loss_cls: 1.3808, loss: 1.3808, grad_norm: 8.6145 2020-07-31 13:55:43,882 - mmaction - INFO - Epoch [76][2220/3757] lr: 1.000e-03, eta: 2 days, 1:45:17, time: 1.934, data_time: 0.057, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8672, loss_cls: 1.2820, loss: 1.2820, grad_norm: 8.4406 2020-07-31 13:56:22,411 - mmaction - INFO - Epoch [76][2240/3757] lr: 1.000e-03, eta: 2 days, 1:44:38, time: 1.923, data_time: 0.166, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8484, loss_cls: 1.4038, loss: 1.4038, grad_norm: 8.7279 2020-07-31 13:57:01,303 - mmaction - INFO - Epoch [76][2260/3757] lr: 1.000e-03, eta: 2 days, 1:43:59, time: 1.946, data_time: 0.967, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8656, loss_cls: 1.3096, loss: 1.3096, grad_norm: 8.5651 2020-07-31 13:57:42,548 - mmaction - INFO - Epoch [76][2280/3757] lr: 1.000e-03, eta: 2 days, 1:43:21, time: 2.055, data_time: 1.143, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8711, loss_cls: 1.3025, loss: 1.3025, grad_norm: 8.8335 2020-07-31 13:58:19,661 - mmaction - INFO - Epoch [76][2300/3757] lr: 1.000e-03, eta: 2 days, 1:42:41, time: 1.865, data_time: 0.036, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8539, loss_cls: 1.3466, loss: 1.3466, grad_norm: 8.6574 2020-07-31 13:58:58,443 - mmaction - INFO - Epoch [76][2320/3757] lr: 1.000e-03, eta: 2 days, 1:42:02, time: 1.937, data_time: 0.002, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8648, loss_cls: 1.3397, loss: 1.3397, grad_norm: 8.5161 2020-07-31 13:59:36,293 - mmaction - INFO - Epoch [76][2340/3757] lr: 1.000e-03, eta: 2 days, 1:41:22, time: 1.889, data_time: 0.011, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8555, loss_cls: 1.4050, loss: 1.4050, grad_norm: 8.8586 2020-07-31 14:00:19,512 - mmaction - INFO - Epoch [76][2360/3757] lr: 1.000e-03, eta: 2 days, 1:40:45, time: 2.154, data_time: 0.008, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8578, loss_cls: 1.3563, loss: 1.3563, grad_norm: 8.5241 2020-07-31 14:00:59,973 - mmaction - INFO - Epoch [76][2380/3757] lr: 1.000e-03, eta: 2 days, 1:40:06, time: 2.029, data_time: 0.183, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8648, loss_cls: 1.3200, loss: 1.3200, grad_norm: 8.6810 2020-07-31 14:01:39,553 - mmaction - INFO - Epoch [76][2400/3757] lr: 1.000e-03, eta: 2 days, 1:39:27, time: 1.984, data_time: 0.547, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8711, loss_cls: 1.3026, loss: 1.3026, grad_norm: 8.3854 2020-07-31 14:02:16,445 - mmaction - INFO - Epoch [76][2420/3757] lr: 1.000e-03, eta: 2 days, 1:38:47, time: 1.845, data_time: 0.202, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8664, loss_cls: 1.2955, loss: 1.2955, grad_norm: 8.4220 2020-07-31 14:02:57,476 - mmaction - INFO - Epoch [76][2440/3757] lr: 1.000e-03, eta: 2 days, 1:38:09, time: 2.050, data_time: 0.004, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8750, loss_cls: 1.2778, loss: 1.2778, grad_norm: 8.3090 2020-07-31 14:03:35,989 - mmaction - INFO - Epoch [76][2460/3757] lr: 1.000e-03, eta: 2 days, 1:37:30, time: 1.927, data_time: 0.005, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8438, loss_cls: 1.4876, loss: 1.4876, grad_norm: 8.6910 2020-07-31 14:04:12,593 - mmaction - INFO - Epoch [76][2480/3757] lr: 1.000e-03, eta: 2 days, 1:36:50, time: 1.830, data_time: 0.008, memory: 5170, top1_acc: 0.6461, top5_acc: 0.8578, loss_cls: 1.4063, loss: 1.4063, grad_norm: 8.8745 2020-07-31 14:04:51,735 - mmaction - INFO - Epoch [76][2500/3757] lr: 1.000e-03, eta: 2 days, 1:36:11, time: 1.958, data_time: 0.039, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8555, loss_cls: 1.3501, loss: 1.3501, grad_norm: 8.4562 2020-07-31 14:05:30,211 - mmaction - INFO - Epoch [76][2520/3757] lr: 1.000e-03, eta: 2 days, 1:35:31, time: 1.918, data_time: 0.009, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8641, loss_cls: 1.3473, loss: 1.3473, grad_norm: 8.5393 2020-07-31 14:06:09,603 - mmaction - INFO - Epoch [76][2540/3757] lr: 1.000e-03, eta: 2 days, 1:34:53, time: 1.975, data_time: 0.010, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8945, loss_cls: 1.1741, loss: 1.1741, grad_norm: 8.1112 2020-07-31 14:06:49,114 - mmaction - INFO - Epoch [76][2560/3757] lr: 1.000e-03, eta: 2 days, 1:34:14, time: 1.974, data_time: 0.008, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8633, loss_cls: 1.3477, loss: 1.3477, grad_norm: 8.5182 2020-07-31 14:07:27,814 - mmaction - INFO - Epoch [76][2580/3757] lr: 1.000e-03, eta: 2 days, 1:33:34, time: 1.936, data_time: 0.006, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8703, loss_cls: 1.3730, loss: 1.3730, grad_norm: 8.6066 2020-07-31 14:08:06,267 - mmaction - INFO - Epoch [76][2600/3757] lr: 1.000e-03, eta: 2 days, 1:32:55, time: 1.918, data_time: 0.009, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8656, loss_cls: 1.3511, loss: 1.3511, grad_norm: 8.6340 2020-07-31 14:08:44,966 - mmaction - INFO - Epoch [76][2620/3757] lr: 1.000e-03, eta: 2 days, 1:32:16, time: 1.934, data_time: 0.052, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8586, loss_cls: 1.3484, loss: 1.3484, grad_norm: 8.6420 2020-07-31 14:09:22,398 - mmaction - INFO - Epoch [76][2640/3757] lr: 1.000e-03, eta: 2 days, 1:31:36, time: 1.878, data_time: 0.152, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8734, loss_cls: 1.2551, loss: 1.2551, grad_norm: 8.2827 2020-07-31 14:10:06,158 - mmaction - INFO - Epoch [76][2660/3757] lr: 1.000e-03, eta: 2 days, 1:30:59, time: 2.187, data_time: 0.264, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8633, loss_cls: 1.3348, loss: 1.3348, grad_norm: 8.5136 2020-07-31 14:10:45,027 - mmaction - INFO - Epoch [76][2680/3757] lr: 1.000e-03, eta: 2 days, 1:30:20, time: 1.942, data_time: 0.003, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8625, loss_cls: 1.3397, loss: 1.3397, grad_norm: 8.5817 2020-07-31 14:11:22,607 - mmaction - INFO - Epoch [76][2700/3757] lr: 1.000e-03, eta: 2 days, 1:29:40, time: 1.881, data_time: 0.204, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8594, loss_cls: 1.3465, loss: 1.3465, grad_norm: 8.5595 2020-07-31 14:12:02,362 - mmaction - INFO - Epoch [76][2720/3757] lr: 1.000e-03, eta: 2 days, 1:29:01, time: 1.986, data_time: 0.733, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8609, loss_cls: 1.3739, loss: 1.3739, grad_norm: 8.4414 2020-07-31 14:12:40,180 - mmaction - INFO - Epoch [76][2740/3757] lr: 1.000e-03, eta: 2 days, 1:28:22, time: 1.889, data_time: 0.236, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8617, loss_cls: 1.3158, loss: 1.3158, grad_norm: 8.4886 2020-07-31 14:13:19,805 - mmaction - INFO - Epoch [76][2760/3757] lr: 1.000e-03, eta: 2 days, 1:27:43, time: 1.976, data_time: 0.896, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8617, loss_cls: 1.3345, loss: 1.3345, grad_norm: 8.3288 2020-07-31 14:14:01,579 - mmaction - INFO - Epoch [76][2780/3757] lr: 1.000e-03, eta: 2 days, 1:27:05, time: 2.095, data_time: 0.712, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8570, loss_cls: 1.3782, loss: 1.3782, grad_norm: 8.7684 2020-07-31 14:14:39,581 - mmaction - INFO - Epoch [76][2800/3757] lr: 1.000e-03, eta: 2 days, 1:26:25, time: 1.900, data_time: 0.187, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8562, loss_cls: 1.3330, loss: 1.3330, grad_norm: 8.5588 2020-07-31 14:15:20,393 - mmaction - INFO - Epoch [76][2820/3757] lr: 1.000e-03, eta: 2 days, 1:25:47, time: 2.034, data_time: 0.189, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8477, loss_cls: 1.4246, loss: 1.4246, grad_norm: 8.7994 2020-07-31 14:15:58,421 - mmaction - INFO - Epoch [76][2840/3757] lr: 1.000e-03, eta: 2 days, 1:25:08, time: 1.910, data_time: 0.228, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8711, loss_cls: 1.2850, loss: 1.2850, grad_norm: 8.4340 2020-07-31 14:16:36,394 - mmaction - INFO - Epoch [76][2860/3757] lr: 1.000e-03, eta: 2 days, 1:24:28, time: 1.895, data_time: 0.494, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8773, loss_cls: 1.2745, loss: 1.2745, grad_norm: 8.6489 2020-07-31 14:17:18,071 - mmaction - INFO - Epoch [76][2880/3757] lr: 1.000e-03, eta: 2 days, 1:23:50, time: 2.088, data_time: 0.299, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8516, loss_cls: 1.4143, loss: 1.4143, grad_norm: 8.8888 2020-07-31 14:17:54,768 - mmaction - INFO - Epoch [76][2900/3757] lr: 1.000e-03, eta: 2 days, 1:23:10, time: 1.828, data_time: 0.175, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8500, loss_cls: 1.3715, loss: 1.3715, grad_norm: 8.6245 2020-07-31 14:18:34,273 - mmaction - INFO - Epoch [76][2920/3757] lr: 1.000e-03, eta: 2 days, 1:22:31, time: 1.982, data_time: 1.287, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8781, loss_cls: 1.2408, loss: 1.2408, grad_norm: 8.1999 2020-07-31 14:19:12,069 - mmaction - INFO - Epoch [76][2940/3757] lr: 1.000e-03, eta: 2 days, 1:21:52, time: 1.883, data_time: 0.993, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8516, loss_cls: 1.3837, loss: 1.3837, grad_norm: 8.7300 2020-07-31 14:19:52,530 - mmaction - INFO - Epoch [76][2960/3757] lr: 1.000e-03, eta: 2 days, 1:21:13, time: 2.030, data_time: 0.071, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8438, loss_cls: 1.3618, loss: 1.3618, grad_norm: 8.6414 2020-07-31 14:20:29,888 - mmaction - INFO - Epoch [76][2980/3757] lr: 1.000e-03, eta: 2 days, 1:20:33, time: 1.864, data_time: 0.007, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8406, loss_cls: 1.4334, loss: 1.4334, grad_norm: 8.8835 2020-07-31 14:21:11,894 - mmaction - INFO - Epoch [76][3000/3757] lr: 1.000e-03, eta: 2 days, 1:19:55, time: 2.104, data_time: 0.012, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8742, loss_cls: 1.2758, loss: 1.2758, grad_norm: 8.7094 2020-07-31 14:21:48,331 - mmaction - INFO - Epoch [76][3020/3757] lr: 1.000e-03, eta: 2 days, 1:19:15, time: 1.819, data_time: 0.008, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8711, loss_cls: 1.2976, loss: 1.2976, grad_norm: 8.7830 2020-07-31 14:22:29,337 - mmaction - INFO - Epoch [76][3040/3757] lr: 1.000e-03, eta: 2 days, 1:18:37, time: 2.048, data_time: 0.050, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8820, loss_cls: 1.2103, loss: 1.2103, grad_norm: 8.4465 2020-07-31 14:23:07,716 - mmaction - INFO - Epoch [76][3060/3757] lr: 1.000e-03, eta: 2 days, 1:17:58, time: 1.923, data_time: 0.012, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8727, loss_cls: 1.2834, loss: 1.2834, grad_norm: 8.4483 2020-07-31 14:23:45,515 - mmaction - INFO - Epoch [76][3080/3757] lr: 1.000e-03, eta: 2 days, 1:17:18, time: 1.890, data_time: 0.019, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8586, loss_cls: 1.3832, loss: 1.3832, grad_norm: 8.6699 2020-07-31 14:24:25,566 - mmaction - INFO - Epoch [76][3100/3757] lr: 1.000e-03, eta: 2 days, 1:16:39, time: 1.997, data_time: 0.033, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8508, loss_cls: 1.3891, loss: 1.3891, grad_norm: 8.9237 2020-07-31 14:25:04,873 - mmaction - INFO - Epoch [76][3120/3757] lr: 1.000e-03, eta: 2 days, 1:16:00, time: 1.972, data_time: 0.019, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8594, loss_cls: 1.3648, loss: 1.3648, grad_norm: 8.8230 2020-07-31 14:25:42,869 - mmaction - INFO - Epoch [76][3140/3757] lr: 1.000e-03, eta: 2 days, 1:15:21, time: 1.900, data_time: 0.003, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8570, loss_cls: 1.3972, loss: 1.3972, grad_norm: 8.5613 2020-07-31 14:26:22,515 - mmaction - INFO - Epoch [76][3160/3757] lr: 1.000e-03, eta: 2 days, 1:14:42, time: 1.981, data_time: 0.002, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8664, loss_cls: 1.3658, loss: 1.3658, grad_norm: 8.6358 2020-07-31 14:27:03,024 - mmaction - INFO - Epoch [76][3180/3757] lr: 1.000e-03, eta: 2 days, 1:14:04, time: 2.025, data_time: 0.009, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8594, loss_cls: 1.2863, loss: 1.2863, grad_norm: 8.1276 2020-07-31 14:27:41,740 - mmaction - INFO - Epoch [76][3200/3757] lr: 1.000e-03, eta: 2 days, 1:13:24, time: 1.936, data_time: 0.004, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8570, loss_cls: 1.4163, loss: 1.4163, grad_norm: 8.7804 2020-07-31 14:28:20,605 - mmaction - INFO - Epoch [76][3220/3757] lr: 1.000e-03, eta: 2 days, 1:12:45, time: 1.938, data_time: 0.014, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8695, loss_cls: 1.3058, loss: 1.3058, grad_norm: 8.7851 2020-07-31 14:28:55,928 - mmaction - INFO - Epoch [76][3240/3757] lr: 1.000e-03, eta: 2 days, 1:12:05, time: 1.770, data_time: 0.134, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8680, loss_cls: 1.2865, loss: 1.2865, grad_norm: 8.4229 2020-07-31 14:29:34,380 - mmaction - INFO - Epoch [76][3260/3757] lr: 1.000e-03, eta: 2 days, 1:11:26, time: 1.924, data_time: 0.218, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8672, loss_cls: 1.3176, loss: 1.3176, grad_norm: 8.5495 2020-07-31 14:30:17,635 - mmaction - INFO - Epoch [76][3280/3757] lr: 1.000e-03, eta: 2 days, 1:10:48, time: 2.161, data_time: 0.008, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8547, loss_cls: 1.3589, loss: 1.3589, grad_norm: 8.4882 2020-07-31 14:30:55,758 - mmaction - INFO - Epoch [76][3300/3757] lr: 1.000e-03, eta: 2 days, 1:10:09, time: 1.906, data_time: 0.006, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8438, loss_cls: 1.4394, loss: 1.4394, grad_norm: 8.7882 2020-07-31 14:31:33,102 - mmaction - INFO - Epoch [76][3320/3757] lr: 1.000e-03, eta: 2 days, 1:09:29, time: 1.869, data_time: 0.011, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8508, loss_cls: 1.4019, loss: 1.4019, grad_norm: 8.9459 2020-07-31 14:32:12,696 - mmaction - INFO - Epoch [76][3340/3757] lr: 1.000e-03, eta: 2 days, 1:08:50, time: 1.974, data_time: 0.493, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8531, loss_cls: 1.3821, loss: 1.3821, grad_norm: 8.7862 2020-07-31 14:32:51,345 - mmaction - INFO - Epoch [76][3360/3757] lr: 1.000e-03, eta: 2 days, 1:08:11, time: 1.939, data_time: 0.049, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8688, loss_cls: 1.3353, loss: 1.3353, grad_norm: 8.5657 2020-07-31 14:33:30,631 - mmaction - INFO - Epoch [76][3380/3757] lr: 1.000e-03, eta: 2 days, 1:07:32, time: 1.962, data_time: 0.358, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8648, loss_cls: 1.3275, loss: 1.3275, grad_norm: 8.6990 2020-07-31 14:34:06,527 - mmaction - INFO - Epoch [76][3400/3757] lr: 1.000e-03, eta: 2 days, 1:06:52, time: 1.794, data_time: 0.741, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8727, loss_cls: 1.3146, loss: 1.3146, grad_norm: 8.6021 2020-07-31 14:34:44,019 - mmaction - INFO - Epoch [76][3420/3757] lr: 1.000e-03, eta: 2 days, 1:06:12, time: 1.876, data_time: 0.544, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8656, loss_cls: 1.3238, loss: 1.3238, grad_norm: 8.4655 2020-07-31 14:35:23,813 - mmaction - INFO - Epoch [76][3440/3757] lr: 1.000e-03, eta: 2 days, 1:05:34, time: 1.990, data_time: 0.024, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8555, loss_cls: 1.3868, loss: 1.3868, grad_norm: 8.5961 2020-07-31 14:36:02,333 - mmaction - INFO - Epoch [76][3460/3757] lr: 1.000e-03, eta: 2 days, 1:04:54, time: 1.927, data_time: 0.164, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8680, loss_cls: 1.3120, loss: 1.3120, grad_norm: 8.8430 2020-07-31 14:36:44,018 - mmaction - INFO - Epoch [76][3480/3757] lr: 1.000e-03, eta: 2 days, 1:04:16, time: 2.085, data_time: 1.127, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8523, loss_cls: 1.3463, loss: 1.3463, grad_norm: 8.8321 2020-07-31 14:37:26,735 - mmaction - INFO - Epoch [76][3500/3757] lr: 1.000e-03, eta: 2 days, 1:03:38, time: 2.137, data_time: 0.847, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8789, loss_cls: 1.3029, loss: 1.3029, grad_norm: 8.9365 2020-07-31 14:38:03,352 - mmaction - INFO - Epoch [76][3520/3757] lr: 1.000e-03, eta: 2 days, 1:02:58, time: 1.822, data_time: 0.291, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8594, loss_cls: 1.3264, loss: 1.3264, grad_norm: 8.6437 2020-07-31 14:38:41,475 - mmaction - INFO - Epoch [76][3540/3757] lr: 1.000e-03, eta: 2 days, 1:02:19, time: 1.915, data_time: 0.011, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8531, loss_cls: 1.3691, loss: 1.3691, grad_norm: 8.9182 2020-07-31 14:39:18,672 - mmaction - INFO - Epoch [76][3560/3757] lr: 1.000e-03, eta: 2 days, 1:01:39, time: 1.857, data_time: 0.007, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8703, loss_cls: 1.2883, loss: 1.2883, grad_norm: 8.5713 2020-07-31 14:39:59,329 - mmaction - INFO - Epoch [76][3580/3757] lr: 1.000e-03, eta: 2 days, 1:01:01, time: 2.035, data_time: 0.008, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8781, loss_cls: 1.2716, loss: 1.2716, grad_norm: 8.6528 2020-07-31 14:40:36,939 - mmaction - INFO - Epoch [76][3600/3757] lr: 1.000e-03, eta: 2 days, 1:00:21, time: 1.870, data_time: 0.009, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8703, loss_cls: 1.3236, loss: 1.3236, grad_norm: 8.8287 2020-07-31 14:41:16,041 - mmaction - INFO - Epoch [76][3620/3757] lr: 1.000e-03, eta: 2 days, 0:59:42, time: 1.966, data_time: 0.060, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8383, loss_cls: 1.4474, loss: 1.4474, grad_norm: 8.8776 2020-07-31 14:41:56,960 - mmaction - INFO - Epoch [76][3640/3757] lr: 1.000e-03, eta: 2 days, 0:59:04, time: 2.043, data_time: 0.002, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8656, loss_cls: 1.3379, loss: 1.3379, grad_norm: 8.6278 2020-07-31 14:42:34,112 - mmaction - INFO - Epoch [76][3660/3757] lr: 1.000e-03, eta: 2 days, 0:58:24, time: 1.861, data_time: 0.005, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8648, loss_cls: 1.3175, loss: 1.3175, grad_norm: 8.6912 2020-07-31 14:43:15,443 - mmaction - INFO - Epoch [76][3680/3757] lr: 1.000e-03, eta: 2 days, 0:57:46, time: 2.063, data_time: 0.007, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8555, loss_cls: 1.3143, loss: 1.3143, grad_norm: 8.4270 2020-07-31 14:43:54,687 - mmaction - INFO - Epoch [76][3700/3757] lr: 1.000e-03, eta: 2 days, 0:57:07, time: 1.965, data_time: 0.009, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8664, loss_cls: 1.3076, loss: 1.3076, grad_norm: 8.4050 2020-07-31 14:44:33,508 - mmaction - INFO - Epoch [76][3720/3757] lr: 1.000e-03, eta: 2 days, 0:56:28, time: 1.941, data_time: 0.008, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8586, loss_cls: 1.2920, loss: 1.2920, grad_norm: 8.3947 2020-07-31 14:45:11,165 - mmaction - INFO - Epoch [76][3740/3757] lr: 1.000e-03, eta: 2 days, 0:55:48, time: 1.883, data_time: 0.004, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8789, loss_cls: 1.2630, loss: 1.2630, grad_norm: 8.5293 2020-07-31 14:45:37,791 - mmaction - INFO - Saving checkpoint at 76 epochs 2020-07-31 14:46:34,753 - mmaction - INFO - Epoch [77][20/3757] lr: 1.000e-03, eta: 2 days, 0:54:30, time: 2.773, data_time: 1.175, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8750, loss_cls: 1.3006, loss: 1.3006, grad_norm: 8.5947 2020-07-31 14:47:16,057 - mmaction - INFO - Epoch [77][40/3757] lr: 1.000e-03, eta: 2 days, 0:53:52, time: 2.074, data_time: 0.011, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8703, loss_cls: 1.3235, loss: 1.3235, grad_norm: 8.5521 2020-07-31 14:47:54,467 - mmaction - INFO - Epoch [77][60/3757] lr: 1.000e-03, eta: 2 days, 0:53:13, time: 1.915, data_time: 0.009, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8523, loss_cls: 1.3617, loss: 1.3617, grad_norm: 8.7011 2020-07-31 14:48:34,448 - mmaction - INFO - Epoch [77][80/3757] lr: 1.000e-03, eta: 2 days, 0:52:34, time: 2.005, data_time: 0.010, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8664, loss_cls: 1.2975, loss: 1.2975, grad_norm: 8.4684 2020-07-31 14:49:10,662 - mmaction - INFO - Epoch [77][100/3757] lr: 1.000e-03, eta: 2 days, 0:51:54, time: 1.802, data_time: 0.007, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8672, loss_cls: 1.2728, loss: 1.2728, grad_norm: 8.1978 2020-07-31 14:49:49,823 - mmaction - INFO - Epoch [77][120/3757] lr: 1.000e-03, eta: 2 days, 0:51:15, time: 1.966, data_time: 0.011, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8742, loss_cls: 1.3193, loss: 1.3193, grad_norm: 8.5733 2020-07-31 14:50:28,754 - mmaction - INFO - Epoch [77][140/3757] lr: 1.000e-03, eta: 2 days, 0:50:36, time: 1.939, data_time: 0.010, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8750, loss_cls: 1.2315, loss: 1.2315, grad_norm: 8.3737 2020-07-31 14:51:07,787 - mmaction - INFO - Epoch [77][160/3757] lr: 1.000e-03, eta: 2 days, 0:49:57, time: 1.953, data_time: 0.010, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8648, loss_cls: 1.3362, loss: 1.3362, grad_norm: 8.5945 2020-07-31 14:51:45,639 - mmaction - INFO - Epoch [77][180/3757] lr: 1.000e-03, eta: 2 days, 0:49:17, time: 1.899, data_time: 0.072, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8664, loss_cls: 1.3157, loss: 1.3157, grad_norm: 8.5221 2020-07-31 14:52:24,961 - mmaction - INFO - Epoch [77][200/3757] lr: 1.000e-03, eta: 2 days, 0:48:38, time: 1.965, data_time: 0.723, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8766, loss_cls: 1.1961, loss: 1.1961, grad_norm: 8.2851 2020-07-31 14:53:03,502 - mmaction - INFO - Epoch [77][220/3757] lr: 1.000e-03, eta: 2 days, 0:47:59, time: 1.927, data_time: 0.185, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8695, loss_cls: 1.2523, loss: 1.2523, grad_norm: 8.3693 2020-07-31 14:53:42,495 - mmaction - INFO - Epoch [77][240/3757] lr: 1.000e-03, eta: 2 days, 0:47:20, time: 1.942, data_time: 0.208, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8508, loss_cls: 1.3568, loss: 1.3568, grad_norm: 8.7559 2020-07-31 14:54:24,757 - mmaction - INFO - Epoch [77][260/3757] lr: 1.000e-03, eta: 2 days, 0:46:42, time: 2.120, data_time: 0.207, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8773, loss_cls: 1.1998, loss: 1.1998, grad_norm: 8.3188 2020-07-31 14:54:59,079 - mmaction - INFO - Epoch [77][280/3757] lr: 1.000e-03, eta: 2 days, 0:46:02, time: 1.717, data_time: 0.004, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8797, loss_cls: 1.2451, loss: 1.2451, grad_norm: 8.5157 2020-07-31 14:55:39,033 - mmaction - INFO - Epoch [77][300/3757] lr: 1.000e-03, eta: 2 days, 0:45:23, time: 1.993, data_time: 0.032, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8789, loss_cls: 1.2253, loss: 1.2253, grad_norm: 8.4940 2020-07-31 14:56:16,589 - mmaction - INFO - Epoch [77][320/3757] lr: 1.000e-03, eta: 2 days, 0:44:43, time: 1.883, data_time: 0.011, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8734, loss_cls: 1.3181, loss: 1.3181, grad_norm: 8.8893 2020-07-31 14:56:58,151 - mmaction - INFO - Epoch [77][340/3757] lr: 1.000e-03, eta: 2 days, 0:44:05, time: 2.072, data_time: 0.009, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8734, loss_cls: 1.3035, loss: 1.3035, grad_norm: 8.7747 2020-07-31 14:57:35,824 - mmaction - INFO - Epoch [77][360/3757] lr: 1.000e-03, eta: 2 days, 0:43:25, time: 1.890, data_time: 0.009, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8734, loss_cls: 1.2790, loss: 1.2790, grad_norm: 8.6138 2020-07-31 14:58:15,506 - mmaction - INFO - Epoch [77][380/3757] lr: 1.000e-03, eta: 2 days, 0:42:47, time: 1.980, data_time: 0.008, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8570, loss_cls: 1.3590, loss: 1.3590, grad_norm: 8.8655 2020-07-31 14:58:56,605 - mmaction - INFO - Epoch [77][400/3757] lr: 1.000e-03, eta: 2 days, 0:42:08, time: 2.050, data_time: 0.008, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8609, loss_cls: 1.3865, loss: 1.3865, grad_norm: 9.0426 2020-07-31 14:59:33,080 - mmaction - INFO - Epoch [77][420/3757] lr: 1.000e-03, eta: 2 days, 0:41:28, time: 1.832, data_time: 0.012, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8570, loss_cls: 1.3394, loss: 1.3394, grad_norm: 8.5505 2020-07-31 15:00:12,057 - mmaction - INFO - Epoch [77][440/3757] lr: 1.000e-03, eta: 2 days, 0:40:49, time: 1.937, data_time: 0.013, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8852, loss_cls: 1.2510, loss: 1.2510, grad_norm: 8.5768 2020-07-31 15:00:51,374 - mmaction - INFO - Epoch [77][460/3757] lr: 1.000e-03, eta: 2 days, 0:40:10, time: 1.977, data_time: 0.240, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8508, loss_cls: 1.3442, loss: 1.3442, grad_norm: 8.7513 2020-07-31 15:01:31,958 - mmaction - INFO - Epoch [77][480/3757] lr: 1.000e-03, eta: 2 days, 0:39:32, time: 2.023, data_time: 0.008, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8680, loss_cls: 1.2640, loss: 1.2640, grad_norm: 8.4075 2020-07-31 15:02:13,111 - mmaction - INFO - Epoch [77][500/3757] lr: 1.000e-03, eta: 2 days, 0:38:53, time: 2.064, data_time: 0.010, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8523, loss_cls: 1.3854, loss: 1.3854, grad_norm: 8.8805 2020-07-31 15:02:50,830 - mmaction - INFO - Epoch [77][520/3757] lr: 1.000e-03, eta: 2 days, 0:38:14, time: 1.883, data_time: 0.016, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8313, loss_cls: 1.5240, loss: 1.5240, grad_norm: 9.0666 2020-07-31 15:03:30,647 - mmaction - INFO - Epoch [77][540/3757] lr: 1.000e-03, eta: 2 days, 0:37:35, time: 1.995, data_time: 0.009, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8734, loss_cls: 1.2652, loss: 1.2652, grad_norm: 8.5270 2020-07-31 15:04:06,661 - mmaction - INFO - Epoch [77][560/3757] lr: 1.000e-03, eta: 2 days, 0:36:55, time: 1.800, data_time: 0.472, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8594, loss_cls: 1.3234, loss: 1.3234, grad_norm: 8.7359 2020-07-31 15:04:49,715 - mmaction - INFO - Epoch [77][580/3757] lr: 1.000e-03, eta: 2 days, 0:36:17, time: 2.151, data_time: 0.289, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8695, loss_cls: 1.3302, loss: 1.3302, grad_norm: 8.8217 2020-07-31 15:05:29,018 - mmaction - INFO - Epoch [77][600/3757] lr: 1.000e-03, eta: 2 days, 0:35:38, time: 1.961, data_time: 0.011, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8430, loss_cls: 1.3886, loss: 1.3886, grad_norm: 9.0811 2020-07-31 15:06:03,186 - mmaction - INFO - Epoch [77][620/3757] lr: 1.000e-03, eta: 2 days, 0:34:57, time: 1.710, data_time: 0.077, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8633, loss_cls: 1.3230, loss: 1.3230, grad_norm: 8.6338 2020-07-31 15:06:46,026 - mmaction - INFO - Epoch [77][640/3757] lr: 1.000e-03, eta: 2 days, 0:34:20, time: 2.146, data_time: 0.022, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8656, loss_cls: 1.3026, loss: 1.3026, grad_norm: 8.6137 2020-07-31 15:07:23,668 - mmaction - INFO - Epoch [77][660/3757] lr: 1.000e-03, eta: 2 days, 0:33:40, time: 1.883, data_time: 0.216, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8727, loss_cls: 1.2934, loss: 1.2934, grad_norm: 8.8342 2020-07-31 15:08:01,633 - mmaction - INFO - Epoch [77][680/3757] lr: 1.000e-03, eta: 2 days, 0:33:01, time: 1.897, data_time: 0.342, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8578, loss_cls: 1.3534, loss: 1.3534, grad_norm: 8.6684 2020-07-31 15:08:43,928 - mmaction - INFO - Epoch [77][700/3757] lr: 1.000e-03, eta: 2 days, 0:32:23, time: 2.114, data_time: 0.009, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8664, loss_cls: 1.2852, loss: 1.2852, grad_norm: 8.5711 2020-07-31 15:09:24,186 - mmaction - INFO - Epoch [77][720/3757] lr: 1.000e-03, eta: 2 days, 0:31:44, time: 2.011, data_time: 0.004, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8656, loss_cls: 1.2881, loss: 1.2881, grad_norm: 8.3721 2020-07-31 15:10:00,521 - mmaction - INFO - Epoch [77][740/3757] lr: 1.000e-03, eta: 2 days, 0:31:04, time: 1.820, data_time: 0.009, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8602, loss_cls: 1.3541, loss: 1.3541, grad_norm: 8.8120 2020-07-31 15:10:42,009 - mmaction - INFO - Epoch [77][760/3757] lr: 1.000e-03, eta: 2 days, 0:30:26, time: 2.072, data_time: 0.002, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8742, loss_cls: 1.2794, loss: 1.2794, grad_norm: 8.6848 2020-07-31 15:11:21,927 - mmaction - INFO - Epoch [77][780/3757] lr: 1.000e-03, eta: 2 days, 0:29:47, time: 1.991, data_time: 0.010, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8523, loss_cls: 1.3371, loss: 1.3371, grad_norm: 8.7974 2020-07-31 15:11:58,516 - mmaction - INFO - Epoch [77][800/3757] lr: 1.000e-03, eta: 2 days, 0:29:07, time: 1.829, data_time: 0.009, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8695, loss_cls: 1.2644, loss: 1.2644, grad_norm: 8.2406 2020-07-31 15:12:36,201 - mmaction - INFO - Epoch [77][820/3757] lr: 1.000e-03, eta: 2 days, 0:28:28, time: 1.890, data_time: 0.011, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8656, loss_cls: 1.3596, loss: 1.3596, grad_norm: 8.8599 2020-07-31 15:13:15,992 - mmaction - INFO - Epoch [77][840/3757] lr: 1.000e-03, eta: 2 days, 0:27:49, time: 1.989, data_time: 0.011, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8859, loss_cls: 1.1722, loss: 1.1722, grad_norm: 8.1300 2020-07-31 15:13:53,020 - mmaction - INFO - Epoch [77][860/3757] lr: 1.000e-03, eta: 2 days, 0:27:09, time: 1.846, data_time: 0.011, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8844, loss_cls: 1.2513, loss: 1.2513, grad_norm: 8.6412 2020-07-31 15:14:31,789 - mmaction - INFO - Epoch [77][880/3757] lr: 1.000e-03, eta: 2 days, 0:26:30, time: 1.945, data_time: 0.010, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8602, loss_cls: 1.3017, loss: 1.3017, grad_norm: 8.4989 2020-07-31 15:15:09,328 - mmaction - INFO - Epoch [77][900/3757] lr: 1.000e-03, eta: 2 days, 0:25:50, time: 1.877, data_time: 0.009, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8648, loss_cls: 1.3147, loss: 1.3147, grad_norm: 8.3944 2020-07-31 15:15:49,120 - mmaction - INFO - Epoch [77][920/3757] lr: 1.000e-03, eta: 2 days, 0:25:12, time: 1.983, data_time: 0.003, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8617, loss_cls: 1.3099, loss: 1.3099, grad_norm: 8.4451 2020-07-31 15:16:28,354 - mmaction - INFO - Epoch [77][940/3757] lr: 1.000e-03, eta: 2 days, 0:24:33, time: 1.969, data_time: 0.009, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8625, loss_cls: 1.3424, loss: 1.3424, grad_norm: 8.4055 2020-07-31 15:17:07,739 - mmaction - INFO - Epoch [77][960/3757] lr: 1.000e-03, eta: 2 days, 0:23:54, time: 1.961, data_time: 0.008, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8703, loss_cls: 1.2348, loss: 1.2348, grad_norm: 8.3303 2020-07-31 15:17:47,956 - mmaction - INFO - Epoch [77][980/3757] lr: 1.000e-03, eta: 2 days, 0:23:15, time: 2.017, data_time: 0.039, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8672, loss_cls: 1.3309, loss: 1.3309, grad_norm: 8.7673 2020-07-31 15:18:26,172 - mmaction - INFO - Epoch [77][1000/3757] lr: 1.000e-03, eta: 2 days, 0:22:36, time: 1.905, data_time: 0.009, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8836, loss_cls: 1.2580, loss: 1.2580, grad_norm: 8.6953 2020-07-31 15:19:05,448 - mmaction - INFO - Epoch [77][1020/3757] lr: 1.000e-03, eta: 2 days, 0:21:57, time: 1.970, data_time: 0.010, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8664, loss_cls: 1.2569, loss: 1.2569, grad_norm: 8.5276 2020-07-31 15:19:45,600 - mmaction - INFO - Epoch [77][1040/3757] lr: 1.000e-03, eta: 2 days, 0:21:18, time: 2.001, data_time: 0.008, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8562, loss_cls: 1.4010, loss: 1.4010, grad_norm: 8.7164 2020-07-31 15:20:28,104 - mmaction - INFO - Epoch [77][1060/3757] lr: 1.000e-03, eta: 2 days, 0:20:40, time: 2.126, data_time: 0.011, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8758, loss_cls: 1.2381, loss: 1.2381, grad_norm: 8.2508 2020-07-31 15:21:05,391 - mmaction - INFO - Epoch [77][1080/3757] lr: 1.000e-03, eta: 2 days, 0:20:00, time: 1.871, data_time: 0.009, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8695, loss_cls: 1.2768, loss: 1.2768, grad_norm: 8.3541 2020-07-31 15:21:44,122 - mmaction - INFO - Epoch [77][1100/3757] lr: 1.000e-03, eta: 2 days, 0:19:21, time: 1.930, data_time: 0.008, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8734, loss_cls: 1.2784, loss: 1.2784, grad_norm: 8.4143 2020-07-31 15:22:24,652 - mmaction - INFO - Epoch [77][1120/3757] lr: 1.000e-03, eta: 2 days, 0:18:42, time: 2.026, data_time: 0.009, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8727, loss_cls: 1.2783, loss: 1.2783, grad_norm: 8.7005 2020-07-31 15:23:01,374 - mmaction - INFO - Epoch [77][1140/3757] lr: 1.000e-03, eta: 2 days, 0:18:03, time: 1.841, data_time: 0.242, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8672, loss_cls: 1.3152, loss: 1.3152, grad_norm: 8.5890 2020-07-31 15:23:42,848 - mmaction - INFO - Epoch [77][1160/3757] lr: 1.000e-03, eta: 2 days, 0:17:24, time: 2.070, data_time: 0.047, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8672, loss_cls: 1.2826, loss: 1.2826, grad_norm: 8.4048 2020-07-31 15:24:21,280 - mmaction - INFO - Epoch [77][1180/3757] lr: 1.000e-03, eta: 2 days, 0:16:45, time: 1.925, data_time: 0.009, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8562, loss_cls: 1.3290, loss: 1.3290, grad_norm: 8.4891 2020-07-31 15:24:55,855 - mmaction - INFO - Epoch [77][1200/3757] lr: 1.000e-03, eta: 2 days, 0:16:05, time: 1.732, data_time: 0.129, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2439, loss: 1.2439, grad_norm: 8.1719 2020-07-31 15:25:35,862 - mmaction - INFO - Epoch [77][1220/3757] lr: 1.000e-03, eta: 2 days, 0:15:26, time: 1.999, data_time: 0.200, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8664, loss_cls: 1.3292, loss: 1.3292, grad_norm: 8.7160 2020-07-31 15:26:18,409 - mmaction - INFO - Epoch [77][1240/3757] lr: 1.000e-03, eta: 2 days, 0:14:48, time: 2.128, data_time: 0.085, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8688, loss_cls: 1.2896, loss: 1.2896, grad_norm: 8.6967 2020-07-31 15:26:56,639 - mmaction - INFO - Epoch [77][1260/3757] lr: 1.000e-03, eta: 2 days, 0:14:09, time: 1.912, data_time: 0.003, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8617, loss_cls: 1.3457, loss: 1.3457, grad_norm: 8.5085 2020-07-31 15:27:34,835 - mmaction - INFO - Epoch [77][1280/3757] lr: 1.000e-03, eta: 2 days, 0:13:29, time: 1.908, data_time: 0.009, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8805, loss_cls: 1.2754, loss: 1.2754, grad_norm: 8.5340 2020-07-31 15:28:12,817 - mmaction - INFO - Epoch [77][1300/3757] lr: 1.000e-03, eta: 2 days, 0:12:50, time: 1.899, data_time: 0.071, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8586, loss_cls: 1.3398, loss: 1.3398, grad_norm: 8.6884 2020-07-31 15:28:51,799 - mmaction - INFO - Epoch [77][1320/3757] lr: 1.000e-03, eta: 2 days, 0:12:11, time: 1.942, data_time: 1.195, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8477, loss_cls: 1.3848, loss: 1.3848, grad_norm: 8.6660 2020-07-31 15:29:32,164 - mmaction - INFO - Epoch [77][1340/3757] lr: 1.000e-03, eta: 2 days, 0:11:32, time: 2.025, data_time: 0.272, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8750, loss_cls: 1.3180, loss: 1.3180, grad_norm: 8.6521 2020-07-31 15:30:12,470 - mmaction - INFO - Epoch [77][1360/3757] lr: 1.000e-03, eta: 2 days, 0:10:53, time: 2.011, data_time: 0.097, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2353, loss: 1.2353, grad_norm: 8.5176 2020-07-31 15:30:50,486 - mmaction - INFO - Epoch [77][1380/3757] lr: 1.000e-03, eta: 2 days, 0:10:14, time: 1.906, data_time: 0.140, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8664, loss_cls: 1.2832, loss: 1.2832, grad_norm: 8.6858 2020-07-31 15:31:30,663 - mmaction - INFO - Epoch [77][1400/3757] lr: 1.000e-03, eta: 2 days, 0:09:35, time: 2.008, data_time: 0.009, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8648, loss_cls: 1.3407, loss: 1.3407, grad_norm: 8.6094 2020-07-31 15:32:07,714 - mmaction - INFO - Epoch [77][1420/3757] lr: 1.000e-03, eta: 2 days, 0:08:56, time: 1.853, data_time: 0.011, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8578, loss_cls: 1.3926, loss: 1.3926, grad_norm: 8.8381 2020-07-31 15:32:43,956 - mmaction - INFO - Epoch [77][1440/3757] lr: 1.000e-03, eta: 2 days, 0:08:16, time: 1.814, data_time: 0.004, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8742, loss_cls: 1.3096, loss: 1.3096, grad_norm: 8.7564 2020-07-31 15:33:20,817 - mmaction - INFO - Epoch [77][1460/3757] lr: 1.000e-03, eta: 2 days, 0:07:36, time: 1.843, data_time: 0.002, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8641, loss_cls: 1.3236, loss: 1.3236, grad_norm: 8.9730 2020-07-31 15:34:02,834 - mmaction - INFO - Epoch [77][1480/3757] lr: 1.000e-03, eta: 2 days, 0:06:58, time: 2.101, data_time: 0.232, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8672, loss_cls: 1.2615, loss: 1.2615, grad_norm: 8.7250 2020-07-31 15:34:41,063 - mmaction - INFO - Epoch [77][1500/3757] lr: 1.000e-03, eta: 2 days, 0:06:18, time: 1.909, data_time: 0.003, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8453, loss_cls: 1.4025, loss: 1.4025, grad_norm: 8.8975 2020-07-31 15:35:18,202 - mmaction - INFO - Epoch [77][1520/3757] lr: 1.000e-03, eta: 2 days, 0:05:39, time: 1.851, data_time: 0.110, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8680, loss_cls: 1.2395, loss: 1.2395, grad_norm: 8.1267 2020-07-31 15:35:57,907 - mmaction - INFO - Epoch [77][1540/3757] lr: 1.000e-03, eta: 2 days, 0:05:00, time: 1.994, data_time: 0.182, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8664, loss_cls: 1.2993, loss: 1.2993, grad_norm: 8.7621 2020-07-31 15:36:40,249 - mmaction - INFO - Epoch [77][1560/3757] lr: 1.000e-03, eta: 2 days, 0:04:22, time: 2.115, data_time: 0.032, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8703, loss_cls: 1.3207, loss: 1.3207, grad_norm: 8.7280 2020-07-31 15:37:16,675 - mmaction - INFO - Epoch [77][1580/3757] lr: 1.000e-03, eta: 2 days, 0:03:42, time: 1.819, data_time: 0.008, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8641, loss_cls: 1.3723, loss: 1.3723, grad_norm: 8.8071 2020-07-31 15:37:54,284 - mmaction - INFO - Epoch [77][1600/3757] lr: 1.000e-03, eta: 2 days, 0:03:03, time: 1.884, data_time: 0.057, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8594, loss_cls: 1.3430, loss: 1.3430, grad_norm: 8.6474 2020-07-31 15:38:36,558 - mmaction - INFO - Epoch [77][1620/3757] lr: 1.000e-03, eta: 2 days, 0:02:24, time: 2.112, data_time: 0.157, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3369, loss: 1.3369, grad_norm: 8.5561 2020-07-31 15:39:11,792 - mmaction - INFO - Epoch [77][1640/3757] lr: 1.000e-03, eta: 2 days, 0:01:44, time: 1.765, data_time: 0.006, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8688, loss_cls: 1.2048, loss: 1.2048, grad_norm: 8.5128 2020-07-31 15:39:52,948 - mmaction - INFO - Epoch [77][1660/3757] lr: 1.000e-03, eta: 2 days, 0:01:06, time: 2.055, data_time: 0.008, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8711, loss_cls: 1.3443, loss: 1.3443, grad_norm: 8.8367 2020-07-31 15:40:27,559 - mmaction - INFO - Epoch [77][1680/3757] lr: 1.000e-03, eta: 2 days, 0:00:25, time: 1.730, data_time: 0.009, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8805, loss_cls: 1.3265, loss: 1.3265, grad_norm: 8.6795 2020-07-31 15:41:08,188 - mmaction - INFO - Epoch [77][1700/3757] lr: 1.000e-03, eta: 1 day, 23:59:47, time: 2.026, data_time: 0.013, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8656, loss_cls: 1.3000, loss: 1.3000, grad_norm: 8.5700 2020-07-31 15:41:45,981 - mmaction - INFO - Epoch [77][1720/3757] lr: 1.000e-03, eta: 1 day, 23:59:07, time: 1.896, data_time: 0.011, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8719, loss_cls: 1.2500, loss: 1.2500, grad_norm: 8.3517 2020-07-31 15:42:26,541 - mmaction - INFO - Epoch [77][1740/3757] lr: 1.000e-03, eta: 1 day, 23:58:29, time: 2.023, data_time: 0.009, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8586, loss_cls: 1.3660, loss: 1.3660, grad_norm: 8.9713 2020-07-31 15:43:04,957 - mmaction - INFO - Epoch [77][1760/3757] lr: 1.000e-03, eta: 1 day, 23:57:49, time: 1.927, data_time: 0.009, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8688, loss_cls: 1.3210, loss: 1.3210, grad_norm: 8.8238 2020-07-31 15:43:40,238 - mmaction - INFO - Epoch [77][1780/3757] lr: 1.000e-03, eta: 1 day, 23:57:09, time: 1.758, data_time: 0.016, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8602, loss_cls: 1.3102, loss: 1.3102, grad_norm: 8.7559 2020-07-31 15:44:21,995 - mmaction - INFO - Epoch [77][1800/3757] lr: 1.000e-03, eta: 1 day, 23:56:31, time: 2.092, data_time: 0.057, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8672, loss_cls: 1.3124, loss: 1.3124, grad_norm: 8.9319 2020-07-31 15:45:00,237 - mmaction - INFO - Epoch [77][1820/3757] lr: 1.000e-03, eta: 1 day, 23:55:52, time: 1.912, data_time: 0.072, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8734, loss_cls: 1.2671, loss: 1.2671, grad_norm: 8.7338 2020-07-31 15:45:37,041 - mmaction - INFO - Epoch [77][1840/3757] lr: 1.000e-03, eta: 1 day, 23:55:12, time: 1.842, data_time: 0.750, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8516, loss_cls: 1.3530, loss: 1.3530, grad_norm: 8.7664 2020-07-31 15:46:18,616 - mmaction - INFO - Epoch [77][1860/3757] lr: 1.000e-03, eta: 1 day, 23:54:34, time: 2.079, data_time: 1.125, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8664, loss_cls: 1.3363, loss: 1.3363, grad_norm: 8.9553 2020-07-31 15:46:57,618 - mmaction - INFO - Epoch [77][1880/3757] lr: 1.000e-03, eta: 1 day, 23:53:55, time: 1.948, data_time: 1.246, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8633, loss_cls: 1.3047, loss: 1.3047, grad_norm: 8.3891 2020-07-31 15:47:36,086 - mmaction - INFO - Epoch [77][1900/3757] lr: 1.000e-03, eta: 1 day, 23:53:15, time: 1.926, data_time: 1.067, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8570, loss_cls: 1.3869, loss: 1.3869, grad_norm: 8.9006 2020-07-31 15:48:14,600 - mmaction - INFO - Epoch [77][1920/3757] lr: 1.000e-03, eta: 1 day, 23:52:36, time: 1.924, data_time: 0.310, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8539, loss_cls: 1.3667, loss: 1.3667, grad_norm: 8.6376 2020-07-31 15:48:53,297 - mmaction - INFO - Epoch [77][1940/3757] lr: 1.000e-03, eta: 1 day, 23:51:57, time: 1.936, data_time: 0.021, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8703, loss_cls: 1.2935, loss: 1.2935, grad_norm: 8.5423 2020-07-31 15:49:33,208 - mmaction - INFO - Epoch [77][1960/3757] lr: 1.000e-03, eta: 1 day, 23:51:18, time: 1.991, data_time: 0.008, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8602, loss_cls: 1.3415, loss: 1.3415, grad_norm: 8.8980 2020-07-31 15:50:11,763 - mmaction - INFO - Epoch [77][1980/3757] lr: 1.000e-03, eta: 1 day, 23:50:39, time: 1.929, data_time: 0.009, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8609, loss_cls: 1.4312, loss: 1.4312, grad_norm: 8.9989 2020-07-31 15:50:50,172 - mmaction - INFO - Epoch [77][2000/3757] lr: 1.000e-03, eta: 1 day, 23:50:00, time: 1.924, data_time: 0.044, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8500, loss_cls: 1.3895, loss: 1.3895, grad_norm: 8.7761 2020-07-31 15:51:29,847 - mmaction - INFO - Epoch [77][2020/3757] lr: 1.000e-03, eta: 1 day, 23:49:21, time: 1.980, data_time: 0.025, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8641, loss_cls: 1.2565, loss: 1.2565, grad_norm: 8.3174 2020-07-31 15:52:10,757 - mmaction - INFO - Epoch [77][2040/3757] lr: 1.000e-03, eta: 1 day, 23:48:42, time: 2.041, data_time: 0.280, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8609, loss_cls: 1.3682, loss: 1.3682, grad_norm: 8.6909 2020-07-31 15:52:48,437 - mmaction - INFO - Epoch [77][2060/3757] lr: 1.000e-03, eta: 1 day, 23:48:03, time: 1.890, data_time: 0.196, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8719, loss_cls: 1.2637, loss: 1.2637, grad_norm: 8.6610 2020-07-31 15:53:26,002 - mmaction - INFO - Epoch [77][2080/3757] lr: 1.000e-03, eta: 1 day, 23:47:23, time: 1.873, data_time: 1.033, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8531, loss_cls: 1.3673, loss: 1.3673, grad_norm: 8.6337 2020-07-31 15:54:05,182 - mmaction - INFO - Epoch [77][2100/3757] lr: 1.000e-03, eta: 1 day, 23:46:44, time: 1.964, data_time: 1.365, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8789, loss_cls: 1.2610, loss: 1.2610, grad_norm: 8.6804 2020-07-31 15:54:45,833 - mmaction - INFO - Epoch [77][2120/3757] lr: 1.000e-03, eta: 1 day, 23:46:06, time: 2.032, data_time: 1.095, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8672, loss_cls: 1.2863, loss: 1.2863, grad_norm: 8.5054 2020-07-31 15:55:24,945 - mmaction - INFO - Epoch [77][2140/3757] lr: 1.000e-03, eta: 1 day, 23:45:27, time: 1.953, data_time: 1.128, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8734, loss_cls: 1.2449, loss: 1.2449, grad_norm: 8.5248 2020-07-31 15:56:07,901 - mmaction - INFO - Epoch [77][2160/3757] lr: 1.000e-03, eta: 1 day, 23:44:49, time: 2.153, data_time: 1.183, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8500, loss_cls: 1.3926, loss: 1.3926, grad_norm: 8.6423 2020-07-31 15:56:47,363 - mmaction - INFO - Epoch [77][2180/3757] lr: 1.000e-03, eta: 1 day, 23:44:10, time: 1.970, data_time: 0.007, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8617, loss_cls: 1.3440, loss: 1.3440, grad_norm: 8.7193 2020-07-31 15:57:25,257 - mmaction - INFO - Epoch [77][2200/3757] lr: 1.000e-03, eta: 1 day, 23:43:30, time: 1.897, data_time: 0.026, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8727, loss_cls: 1.3435, loss: 1.3435, grad_norm: 8.9271 2020-07-31 15:57:56,992 - mmaction - INFO - Epoch [77][2220/3757] lr: 1.000e-03, eta: 1 day, 23:42:49, time: 1.580, data_time: 0.008, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8750, loss_cls: 1.2913, loss: 1.2913, grad_norm: 8.7257 2020-07-31 15:58:38,897 - mmaction - INFO - Epoch [77][2240/3757] lr: 1.000e-03, eta: 1 day, 23:42:11, time: 2.096, data_time: 0.022, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8422, loss_cls: 1.4159, loss: 1.4159, grad_norm: 9.0060 2020-07-31 15:59:17,269 - mmaction - INFO - Epoch [77][2260/3757] lr: 1.000e-03, eta: 1 day, 23:41:32, time: 1.925, data_time: 0.009, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8758, loss_cls: 1.2339, loss: 1.2339, grad_norm: 8.6109 2020-07-31 15:59:56,690 - mmaction - INFO - Epoch [77][2280/3757] lr: 1.000e-03, eta: 1 day, 23:40:53, time: 1.970, data_time: 0.132, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8625, loss_cls: 1.3004, loss: 1.3004, grad_norm: 8.8848 2020-07-31 16:00:38,802 - mmaction - INFO - Epoch [77][2300/3757] lr: 1.000e-03, eta: 1 day, 23:40:14, time: 2.091, data_time: 0.811, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8539, loss_cls: 1.4109, loss: 1.4109, grad_norm: 8.8764 2020-07-31 16:01:17,842 - mmaction - INFO - Epoch [77][2320/3757] lr: 1.000e-03, eta: 1 day, 23:39:35, time: 1.960, data_time: 1.015, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8617, loss_cls: 1.3249, loss: 1.3249, grad_norm: 8.4224 2020-07-31 16:01:54,030 - mmaction - INFO - Epoch [77][2340/3757] lr: 1.000e-03, eta: 1 day, 23:38:56, time: 1.811, data_time: 0.696, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8672, loss_cls: 1.3304, loss: 1.3304, grad_norm: 9.0096 2020-07-31 16:02:33,983 - mmaction - INFO - Epoch [77][2360/3757] lr: 1.000e-03, eta: 1 day, 23:38:17, time: 1.995, data_time: 1.013, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8625, loss_cls: 1.3746, loss: 1.3746, grad_norm: 8.8680 2020-07-31 16:03:09,350 - mmaction - INFO - Epoch [77][2380/3757] lr: 1.000e-03, eta: 1 day, 23:37:37, time: 1.777, data_time: 0.886, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8578, loss_cls: 1.3085, loss: 1.3085, grad_norm: 8.7117 2020-07-31 16:03:52,179 - mmaction - INFO - Epoch [77][2400/3757] lr: 1.000e-03, eta: 1 day, 23:36:59, time: 2.136, data_time: 0.083, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8523, loss_cls: 1.4124, loss: 1.4124, grad_norm: 8.9039 2020-07-31 16:04:29,716 - mmaction - INFO - Epoch [77][2420/3757] lr: 1.000e-03, eta: 1 day, 23:36:19, time: 1.878, data_time: 0.008, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8656, loss_cls: 1.3106, loss: 1.3106, grad_norm: 8.7895 2020-07-31 16:05:07,815 - mmaction - INFO - Epoch [77][2440/3757] lr: 1.000e-03, eta: 1 day, 23:35:40, time: 1.909, data_time: 0.127, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8547, loss_cls: 1.3802, loss: 1.3802, grad_norm: 8.8144 2020-07-31 16:05:46,613 - mmaction - INFO - Epoch [77][2460/3757] lr: 1.000e-03, eta: 1 day, 23:35:01, time: 1.938, data_time: 0.003, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8688, loss_cls: 1.3045, loss: 1.3045, grad_norm: 8.5836 2020-07-31 16:06:24,766 - mmaction - INFO - Epoch [77][2480/3757] lr: 1.000e-03, eta: 1 day, 23:34:21, time: 1.910, data_time: 0.267, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8820, loss_cls: 1.2525, loss: 1.2525, grad_norm: 8.5215 2020-07-31 16:07:05,941 - mmaction - INFO - Epoch [77][2500/3757] lr: 1.000e-03, eta: 1 day, 23:33:43, time: 2.052, data_time: 0.541, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8680, loss_cls: 1.3101, loss: 1.3101, grad_norm: 8.9465 2020-07-31 16:07:47,387 - mmaction - INFO - Epoch [77][2520/3757] lr: 1.000e-03, eta: 1 day, 23:33:05, time: 2.078, data_time: 0.129, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8711, loss_cls: 1.3266, loss: 1.3266, grad_norm: 8.9313 2020-07-31 16:08:26,506 - mmaction - INFO - Epoch [77][2540/3757] lr: 1.000e-03, eta: 1 day, 23:32:25, time: 1.956, data_time: 0.015, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8648, loss_cls: 1.2927, loss: 1.2927, grad_norm: 8.7456 2020-07-31 16:09:04,329 - mmaction - INFO - Epoch [77][2560/3757] lr: 1.000e-03, eta: 1 day, 23:31:46, time: 1.884, data_time: 0.217, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8734, loss_cls: 1.3420, loss: 1.3420, grad_norm: 8.7985 2020-07-31 16:09:44,337 - mmaction - INFO - Epoch [77][2580/3757] lr: 1.000e-03, eta: 1 day, 23:31:07, time: 2.002, data_time: 0.026, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8805, loss_cls: 1.2682, loss: 1.2682, grad_norm: 8.4741 2020-07-31 16:10:25,017 - mmaction - INFO - Epoch [77][2600/3757] lr: 1.000e-03, eta: 1 day, 23:30:29, time: 2.036, data_time: 0.012, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8500, loss_cls: 1.3831, loss: 1.3831, grad_norm: 8.5056 2020-07-31 16:11:02,370 - mmaction - INFO - Epoch [77][2620/3757] lr: 1.000e-03, eta: 1 day, 23:29:49, time: 1.870, data_time: 0.048, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.3422, loss: 1.3422, grad_norm: 8.6608 2020-07-31 16:11:43,408 - mmaction - INFO - Epoch [77][2640/3757] lr: 1.000e-03, eta: 1 day, 23:29:11, time: 2.049, data_time: 0.010, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8547, loss_cls: 1.3817, loss: 1.3817, grad_norm: 8.7952 2020-07-31 16:12:17,615 - mmaction - INFO - Epoch [77][2660/3757] lr: 1.000e-03, eta: 1 day, 23:28:30, time: 1.705, data_time: 0.011, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8750, loss_cls: 1.2749, loss: 1.2749, grad_norm: 8.7678 2020-07-31 16:12:53,288 - mmaction - INFO - Epoch [77][2680/3757] lr: 1.000e-03, eta: 1 day, 23:27:50, time: 1.794, data_time: 0.019, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8680, loss_cls: 1.3257, loss: 1.3257, grad_norm: 9.0459 2020-07-31 16:13:31,449 - mmaction - INFO - Epoch [77][2700/3757] lr: 1.000e-03, eta: 1 day, 23:27:11, time: 1.908, data_time: 0.013, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8664, loss_cls: 1.3188, loss: 1.3188, grad_norm: 8.8761 2020-07-31 16:14:12,287 - mmaction - INFO - Epoch [77][2720/3757] lr: 1.000e-03, eta: 1 day, 23:26:32, time: 2.041, data_time: 0.007, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8711, loss_cls: 1.2523, loss: 1.2523, grad_norm: 8.5001 2020-07-31 16:14:52,646 - mmaction - INFO - Epoch [77][2740/3757] lr: 1.000e-03, eta: 1 day, 23:25:53, time: 2.013, data_time: 0.004, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8711, loss_cls: 1.3134, loss: 1.3134, grad_norm: 8.6799 2020-07-31 16:15:31,622 - mmaction - INFO - Epoch [77][2760/3757] lr: 1.000e-03, eta: 1 day, 23:25:14, time: 1.953, data_time: 0.009, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.2325, loss: 1.2325, grad_norm: 8.4793 2020-07-31 16:16:11,686 - mmaction - INFO - Epoch [77][2780/3757] lr: 1.000e-03, eta: 1 day, 23:24:36, time: 2.000, data_time: 0.011, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8695, loss_cls: 1.2605, loss: 1.2605, grad_norm: 8.4957 2020-07-31 16:16:46,607 - mmaction - INFO - Epoch [77][2800/3757] lr: 1.000e-03, eta: 1 day, 23:23:55, time: 1.751, data_time: 0.008, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8648, loss_cls: 1.3413, loss: 1.3413, grad_norm: 8.5913 2020-07-31 16:17:27,946 - mmaction - INFO - Epoch [77][2820/3757] lr: 1.000e-03, eta: 1 day, 23:23:17, time: 2.067, data_time: 0.555, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8562, loss_cls: 1.3278, loss: 1.3278, grad_norm: 8.7020 2020-07-31 16:18:07,355 - mmaction - INFO - Epoch [77][2840/3757] lr: 1.000e-03, eta: 1 day, 23:22:38, time: 1.970, data_time: 1.265, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8617, loss_cls: 1.2850, loss: 1.2850, grad_norm: 8.7056 2020-07-31 16:18:45,866 - mmaction - INFO - Epoch [77][2860/3757] lr: 1.000e-03, eta: 1 day, 23:21:59, time: 1.917, data_time: 1.342, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2850, loss: 1.2850, grad_norm: 8.6396 2020-07-31 16:19:24,472 - mmaction - INFO - Epoch [77][2880/3757] lr: 1.000e-03, eta: 1 day, 23:21:20, time: 1.940, data_time: 1.319, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8672, loss_cls: 1.3377, loss: 1.3377, grad_norm: 8.9336 2020-07-31 16:20:00,507 - mmaction - INFO - Epoch [77][2900/3757] lr: 1.000e-03, eta: 1 day, 23:20:40, time: 1.795, data_time: 0.742, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8797, loss_cls: 1.2304, loss: 1.2304, grad_norm: 8.6182 2020-07-31 16:20:40,792 - mmaction - INFO - Epoch [77][2920/3757] lr: 1.000e-03, eta: 1 day, 23:20:01, time: 2.020, data_time: 1.196, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8594, loss_cls: 1.3381, loss: 1.3381, grad_norm: 8.7717 2020-07-31 16:21:18,931 - mmaction - INFO - Epoch [77][2940/3757] lr: 1.000e-03, eta: 1 day, 23:19:22, time: 1.906, data_time: 1.094, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8438, loss_cls: 1.3600, loss: 1.3600, grad_norm: 8.7766 2020-07-31 16:22:01,901 - mmaction - INFO - Epoch [77][2960/3757] lr: 1.000e-03, eta: 1 day, 23:18:44, time: 2.148, data_time: 0.977, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8523, loss_cls: 1.3026, loss: 1.3026, grad_norm: 8.5884 2020-07-31 16:22:39,342 - mmaction - INFO - Epoch [77][2980/3757] lr: 1.000e-03, eta: 1 day, 23:18:04, time: 1.866, data_time: 0.764, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8586, loss_cls: 1.3496, loss: 1.3496, grad_norm: 8.8137 2020-07-31 16:23:20,437 - mmaction - INFO - Epoch [77][3000/3757] lr: 1.000e-03, eta: 1 day, 23:17:26, time: 2.062, data_time: 1.503, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8703, loss_cls: 1.3213, loss: 1.3213, grad_norm: 8.6947 2020-07-31 16:23:56,611 - mmaction - INFO - Epoch [77][3020/3757] lr: 1.000e-03, eta: 1 day, 23:16:46, time: 1.804, data_time: 1.224, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8609, loss_cls: 1.3788, loss: 1.3788, grad_norm: 8.7089 2020-07-31 16:24:36,753 - mmaction - INFO - Epoch [77][3040/3757] lr: 1.000e-03, eta: 1 day, 23:16:07, time: 2.011, data_time: 1.060, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8578, loss_cls: 1.3150, loss: 1.3150, grad_norm: 8.5872 2020-07-31 16:25:16,367 - mmaction - INFO - Epoch [77][3060/3757] lr: 1.000e-03, eta: 1 day, 23:15:28, time: 1.977, data_time: 0.287, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8594, loss_cls: 1.3310, loss: 1.3310, grad_norm: 8.7500 2020-07-31 16:25:55,538 - mmaction - INFO - Epoch [77][3080/3757] lr: 1.000e-03, eta: 1 day, 23:14:49, time: 1.962, data_time: 0.525, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8594, loss_cls: 1.3430, loss: 1.3430, grad_norm: 8.6648 2020-07-31 16:26:32,525 - mmaction - INFO - Epoch [77][3100/3757] lr: 1.000e-03, eta: 1 day, 23:14:09, time: 1.843, data_time: 0.009, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8672, loss_cls: 1.2780, loss: 1.2780, grad_norm: 8.5305 2020-07-31 16:27:11,462 - mmaction - INFO - Epoch [77][3120/3757] lr: 1.000e-03, eta: 1 day, 23:13:30, time: 1.947, data_time: 0.010, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8688, loss_cls: 1.3280, loss: 1.3280, grad_norm: 8.5443 2020-07-31 16:27:51,095 - mmaction - INFO - Epoch [77][3140/3757] lr: 1.000e-03, eta: 1 day, 23:12:51, time: 1.987, data_time: 0.010, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8578, loss_cls: 1.3094, loss: 1.3094, grad_norm: 8.5193 2020-07-31 16:28:27,631 - mmaction - INFO - Epoch [77][3160/3757] lr: 1.000e-03, eta: 1 day, 23:12:12, time: 1.823, data_time: 0.009, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8617, loss_cls: 1.2488, loss: 1.2488, grad_norm: 8.4454 2020-07-31 16:29:06,203 - mmaction - INFO - Epoch [77][3180/3757] lr: 1.000e-03, eta: 1 day, 23:11:32, time: 1.927, data_time: 0.010, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8445, loss_cls: 1.4671, loss: 1.4671, grad_norm: 8.8634 2020-07-31 16:29:46,281 - mmaction - INFO - Epoch [77][3200/3757] lr: 1.000e-03, eta: 1 day, 23:10:54, time: 2.005, data_time: 0.009, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8664, loss_cls: 1.3419, loss: 1.3419, grad_norm: 8.6629 2020-07-31 16:30:25,908 - mmaction - INFO - Epoch [77][3220/3757] lr: 1.000e-03, eta: 1 day, 23:10:15, time: 1.978, data_time: 0.011, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8500, loss_cls: 1.3917, loss: 1.3917, grad_norm: 8.7201 2020-07-31 16:31:08,201 - mmaction - INFO - Epoch [77][3240/3757] lr: 1.000e-03, eta: 1 day, 23:09:37, time: 2.121, data_time: 0.011, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8695, loss_cls: 1.3053, loss: 1.3053, grad_norm: 8.7398 2020-07-31 16:31:42,911 - mmaction - INFO - Epoch [77][3260/3757] lr: 1.000e-03, eta: 1 day, 23:08:56, time: 1.730, data_time: 0.023, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8406, loss_cls: 1.3870, loss: 1.3870, grad_norm: 8.7569 2020-07-31 16:32:24,330 - mmaction - INFO - Epoch [77][3280/3757] lr: 1.000e-03, eta: 1 day, 23:08:18, time: 2.077, data_time: 0.049, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8555, loss_cls: 1.3605, loss: 1.3605, grad_norm: 8.6684 2020-07-31 16:33:05,256 - mmaction - INFO - Epoch [77][3300/3757] lr: 1.000e-03, eta: 1 day, 23:07:39, time: 2.049, data_time: 0.009, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8680, loss_cls: 1.3335, loss: 1.3335, grad_norm: 8.8009 2020-07-31 16:33:42,960 - mmaction - INFO - Epoch [77][3320/3757] lr: 1.000e-03, eta: 1 day, 23:07:00, time: 1.884, data_time: 0.082, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8625, loss_cls: 1.3581, loss: 1.3581, grad_norm: 8.5118 2020-07-31 16:34:19,565 - mmaction - INFO - Epoch [77][3340/3757] lr: 1.000e-03, eta: 1 day, 23:06:20, time: 1.825, data_time: 0.015, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8664, loss_cls: 1.3078, loss: 1.3078, grad_norm: 8.5895 2020-07-31 16:35:00,344 - mmaction - INFO - Epoch [77][3360/3757] lr: 1.000e-03, eta: 1 day, 23:05:42, time: 2.046, data_time: 0.106, memory: 5170, top1_acc: 0.6414, top5_acc: 0.8492, loss_cls: 1.4586, loss: 1.4586, grad_norm: 9.1040 2020-07-31 16:35:38,601 - mmaction - INFO - Epoch [77][3380/3757] lr: 1.000e-03, eta: 1 day, 23:05:02, time: 1.910, data_time: 0.020, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8344, loss_cls: 1.4327, loss: 1.4327, grad_norm: 8.7342 2020-07-31 16:36:20,081 - mmaction - INFO - Epoch [77][3400/3757] lr: 1.000e-03, eta: 1 day, 23:04:24, time: 2.069, data_time: 0.228, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8758, loss_cls: 1.2632, loss: 1.2632, grad_norm: 8.4377 2020-07-31 16:36:56,077 - mmaction - INFO - Epoch [77][3420/3757] lr: 1.000e-03, eta: 1 day, 23:03:44, time: 1.803, data_time: 0.010, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8695, loss_cls: 1.2684, loss: 1.2684, grad_norm: 8.7269 2020-07-31 16:37:35,339 - mmaction - INFO - Epoch [77][3440/3757] lr: 1.000e-03, eta: 1 day, 23:03:05, time: 1.967, data_time: 0.285, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8547, loss_cls: 1.3980, loss: 1.3980, grad_norm: 8.8725 2020-07-31 16:38:15,554 - mmaction - INFO - Epoch [77][3460/3757] lr: 1.000e-03, eta: 1 day, 23:02:26, time: 2.002, data_time: 0.008, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8586, loss_cls: 1.3323, loss: 1.3323, grad_norm: 8.7825 2020-07-31 16:38:52,885 - mmaction - INFO - Epoch [77][3480/3757] lr: 1.000e-03, eta: 1 day, 23:01:47, time: 1.875, data_time: 0.011, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8758, loss_cls: 1.2986, loss: 1.2986, grad_norm: 8.5221 2020-07-31 16:39:30,683 - mmaction - INFO - Epoch [77][3500/3757] lr: 1.000e-03, eta: 1 day, 23:01:07, time: 1.886, data_time: 0.136, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8578, loss_cls: 1.3802, loss: 1.3802, grad_norm: 8.6250 2020-07-31 16:40:10,613 - mmaction - INFO - Epoch [77][3520/3757] lr: 1.000e-03, eta: 1 day, 23:00:28, time: 2.000, data_time: 0.723, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8594, loss_cls: 1.3593, loss: 1.3593, grad_norm: 8.5649 2020-07-31 16:40:49,043 - mmaction - INFO - Epoch [77][3540/3757] lr: 1.000e-03, eta: 1 day, 22:59:49, time: 1.921, data_time: 1.100, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8516, loss_cls: 1.3971, loss: 1.3971, grad_norm: 8.7001 2020-07-31 16:41:28,169 - mmaction - INFO - Epoch [77][3560/3757] lr: 1.000e-03, eta: 1 day, 22:59:10, time: 1.957, data_time: 0.135, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8711, loss_cls: 1.2977, loss: 1.2977, grad_norm: 8.6445 2020-07-31 16:42:07,421 - mmaction - INFO - Epoch [77][3580/3757] lr: 1.000e-03, eta: 1 day, 22:58:31, time: 1.959, data_time: 0.259, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8578, loss_cls: 1.4017, loss: 1.4017, grad_norm: 8.9058 2020-07-31 16:42:46,877 - mmaction - INFO - Epoch [77][3600/3757] lr: 1.000e-03, eta: 1 day, 22:57:52, time: 1.976, data_time: 0.547, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8617, loss_cls: 1.3334, loss: 1.3334, grad_norm: 8.8091 2020-07-31 16:43:24,855 - mmaction - INFO - Epoch [77][3620/3757] lr: 1.000e-03, eta: 1 day, 22:57:13, time: 1.897, data_time: 1.015, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8773, loss_cls: 1.3112, loss: 1.3112, grad_norm: 8.4808 2020-07-31 16:44:04,441 - mmaction - INFO - Epoch [77][3640/3757] lr: 1.000e-03, eta: 1 day, 22:56:34, time: 1.980, data_time: 0.075, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8656, loss_cls: 1.3193, loss: 1.3193, grad_norm: 8.5436 2020-07-31 16:44:43,445 - mmaction - INFO - Epoch [77][3660/3757] lr: 1.000e-03, eta: 1 day, 22:55:55, time: 1.951, data_time: 0.003, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8477, loss_cls: 1.3685, loss: 1.3685, grad_norm: 8.7738 2020-07-31 16:45:23,794 - mmaction - INFO - Epoch [77][3680/3757] lr: 1.000e-03, eta: 1 day, 22:55:16, time: 2.011, data_time: 0.008, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8492, loss_cls: 1.3335, loss: 1.3335, grad_norm: 8.5127 2020-07-31 16:46:03,256 - mmaction - INFO - Epoch [77][3700/3757] lr: 1.000e-03, eta: 1 day, 22:54:37, time: 1.979, data_time: 0.010, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8594, loss_cls: 1.3590, loss: 1.3590, grad_norm: 8.6349 2020-07-31 16:46:42,392 - mmaction - INFO - Epoch [77][3720/3757] lr: 1.000e-03, eta: 1 day, 22:53:58, time: 1.948, data_time: 0.008, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8430, loss_cls: 1.4222, loss: 1.4222, grad_norm: 8.9149 2020-07-31 16:47:22,132 - mmaction - INFO - Epoch [77][3740/3757] lr: 1.000e-03, eta: 1 day, 22:53:19, time: 1.992, data_time: 0.012, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8625, loss_cls: 1.4000, loss: 1.4000, grad_norm: 8.8840 2020-07-31 16:47:48,280 - mmaction - INFO - Saving checkpoint at 77 epochs 2020-07-31 16:48:45,124 - mmaction - INFO - Epoch [78][20/3757] lr: 1.000e-03, eta: 1 day, 22:52:02, time: 2.782, data_time: 1.879, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8711, loss_cls: 1.2378, loss: 1.2378, grad_norm: 8.3069 2020-07-31 16:49:30,802 - mmaction - INFO - Epoch [78][40/3757] lr: 1.000e-03, eta: 1 day, 22:51:25, time: 2.284, data_time: 0.535, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8617, loss_cls: 1.2907, loss: 1.2907, grad_norm: 8.3659 2020-07-31 16:50:08,156 - mmaction - INFO - Epoch [78][60/3757] lr: 1.000e-03, eta: 1 day, 22:50:45, time: 1.863, data_time: 0.006, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8719, loss_cls: 1.2968, loss: 1.2968, grad_norm: 8.6121 2020-07-31 16:50:44,774 - mmaction - INFO - Epoch [78][80/3757] lr: 1.000e-03, eta: 1 day, 22:50:06, time: 1.836, data_time: 0.009, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8672, loss_cls: 1.2530, loss: 1.2530, grad_norm: 8.6157 2020-07-31 16:51:24,511 - mmaction - INFO - Epoch [78][100/3757] lr: 1.000e-03, eta: 1 day, 22:49:27, time: 1.985, data_time: 0.005, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3544, loss: 1.3544, grad_norm: 8.6597 2020-07-31 16:52:06,410 - mmaction - INFO - Epoch [78][120/3757] lr: 1.000e-03, eta: 1 day, 22:48:49, time: 2.093, data_time: 0.011, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8586, loss_cls: 1.3330, loss: 1.3330, grad_norm: 8.7703 2020-07-31 16:52:42,692 - mmaction - INFO - Epoch [78][140/3757] lr: 1.000e-03, eta: 1 day, 22:48:09, time: 1.819, data_time: 0.010, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8570, loss_cls: 1.3340, loss: 1.3340, grad_norm: 8.6003 2020-07-31 16:53:22,475 - mmaction - INFO - Epoch [78][160/3757] lr: 1.000e-03, eta: 1 day, 22:47:30, time: 1.982, data_time: 0.216, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8656, loss_cls: 1.3453, loss: 1.3453, grad_norm: 8.5576 2020-07-31 16:54:00,732 - mmaction - INFO - Epoch [78][180/3757] lr: 1.000e-03, eta: 1 day, 22:46:51, time: 1.919, data_time: 0.010, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8570, loss_cls: 1.2996, loss: 1.2996, grad_norm: 8.1205 2020-07-31 16:54:40,567 - mmaction - INFO - Epoch [78][200/3757] lr: 1.000e-03, eta: 1 day, 22:46:12, time: 1.992, data_time: 0.008, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8703, loss_cls: 1.3228, loss: 1.3228, grad_norm: 8.5908 2020-07-31 16:55:21,244 - mmaction - INFO - Epoch [78][220/3757] lr: 1.000e-03, eta: 1 day, 22:45:33, time: 2.032, data_time: 0.008, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8609, loss_cls: 1.3234, loss: 1.3234, grad_norm: 8.7008 2020-07-31 16:56:00,985 - mmaction - INFO - Epoch [78][240/3757] lr: 1.000e-03, eta: 1 day, 22:44:54, time: 1.988, data_time: 0.008, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8602, loss_cls: 1.3306, loss: 1.3306, grad_norm: 8.8054 2020-07-31 16:56:39,278 - mmaction - INFO - Epoch [78][260/3757] lr: 1.000e-03, eta: 1 day, 22:44:15, time: 1.916, data_time: 0.004, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8867, loss_cls: 1.2240, loss: 1.2240, grad_norm: 8.3177 2020-07-31 16:57:21,912 - mmaction - INFO - Epoch [78][280/3757] lr: 1.000e-03, eta: 1 day, 22:43:37, time: 2.127, data_time: 0.007, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8625, loss_cls: 1.3738, loss: 1.3738, grad_norm: 8.7650 2020-07-31 16:57:59,770 - mmaction - INFO - Epoch [78][300/3757] lr: 1.000e-03, eta: 1 day, 22:42:58, time: 1.897, data_time: 0.008, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8875, loss_cls: 1.2086, loss: 1.2086, grad_norm: 8.4561 2020-07-31 16:58:37,057 - mmaction - INFO - Epoch [78][320/3757] lr: 1.000e-03, eta: 1 day, 22:42:18, time: 1.858, data_time: 0.094, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8727, loss_cls: 1.3007, loss: 1.3007, grad_norm: 8.7456 2020-07-31 16:59:16,045 - mmaction - INFO - Epoch [78][340/3757] lr: 1.000e-03, eta: 1 day, 22:41:39, time: 1.954, data_time: 0.014, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8742, loss_cls: 1.2355, loss: 1.2355, grad_norm: 8.1556 2020-07-31 16:59:57,324 - mmaction - INFO - Epoch [78][360/3757] lr: 1.000e-03, eta: 1 day, 22:41:00, time: 2.059, data_time: 0.009, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8641, loss_cls: 1.2946, loss: 1.2946, grad_norm: 8.6407 2020-07-31 17:00:33,609 - mmaction - INFO - Epoch [78][380/3757] lr: 1.000e-03, eta: 1 day, 22:40:21, time: 1.806, data_time: 0.015, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8672, loss_cls: 1.3531, loss: 1.3531, grad_norm: 8.8209 2020-07-31 17:01:12,095 - mmaction - INFO - Epoch [78][400/3757] lr: 1.000e-03, eta: 1 day, 22:39:41, time: 1.933, data_time: 0.038, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8734, loss_cls: 1.3531, loss: 1.3531, grad_norm: 8.7428 2020-07-31 17:01:51,245 - mmaction - INFO - Epoch [78][420/3757] lr: 1.000e-03, eta: 1 day, 22:39:02, time: 1.964, data_time: 0.009, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8578, loss_cls: 1.3201, loss: 1.3201, grad_norm: 8.6709 2020-07-31 17:02:32,753 - mmaction - INFO - Epoch [78][440/3757] lr: 1.000e-03, eta: 1 day, 22:38:24, time: 2.067, data_time: 0.010, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8734, loss_cls: 1.2629, loss: 1.2629, grad_norm: 8.6139 2020-07-31 17:03:12,295 - mmaction - INFO - Epoch [78][460/3757] lr: 1.000e-03, eta: 1 day, 22:37:45, time: 1.984, data_time: 0.013, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8852, loss_cls: 1.2543, loss: 1.2543, grad_norm: 8.5441 2020-07-31 17:03:48,008 - mmaction - INFO - Epoch [78][480/3757] lr: 1.000e-03, eta: 1 day, 22:37:05, time: 1.780, data_time: 0.009, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8672, loss_cls: 1.3194, loss: 1.3194, grad_norm: 8.7929 2020-07-31 17:04:27,074 - mmaction - INFO - Epoch [78][500/3757] lr: 1.000e-03, eta: 1 day, 22:36:26, time: 1.953, data_time: 0.014, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8617, loss_cls: 1.3081, loss: 1.3081, grad_norm: 8.7512 2020-07-31 17:05:09,011 - mmaction - INFO - Epoch [78][520/3757] lr: 1.000e-03, eta: 1 day, 22:35:48, time: 2.104, data_time: 0.452, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8617, loss_cls: 1.3606, loss: 1.3606, grad_norm: 8.6454 2020-07-31 17:05:46,015 - mmaction - INFO - Epoch [78][540/3757] lr: 1.000e-03, eta: 1 day, 22:35:08, time: 1.850, data_time: 1.206, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8727, loss_cls: 1.3316, loss: 1.3316, grad_norm: 8.5176 2020-07-31 17:06:25,655 - mmaction - INFO - Epoch [78][560/3757] lr: 1.000e-03, eta: 1 day, 22:34:29, time: 1.978, data_time: 1.214, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8320, loss_cls: 1.4578, loss: 1.4578, grad_norm: 8.8570 2020-07-31 17:07:07,720 - mmaction - INFO - Epoch [78][580/3757] lr: 1.000e-03, eta: 1 day, 22:33:51, time: 2.105, data_time: 0.504, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8422, loss_cls: 1.4038, loss: 1.4038, grad_norm: 8.9653 2020-07-31 17:07:49,599 - mmaction - INFO - Epoch [78][600/3757] lr: 1.000e-03, eta: 1 day, 22:33:13, time: 2.094, data_time: 0.235, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8633, loss_cls: 1.2607, loss: 1.2607, grad_norm: 8.5678 2020-07-31 17:08:21,784 - mmaction - INFO - Epoch [78][620/3757] lr: 1.000e-03, eta: 1 day, 22:32:32, time: 1.612, data_time: 0.674, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8797, loss_cls: 1.2472, loss: 1.2472, grad_norm: 8.6377 2020-07-31 17:09:05,556 - mmaction - INFO - Epoch [78][640/3757] lr: 1.000e-03, eta: 1 day, 22:31:54, time: 2.182, data_time: 1.164, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8680, loss_cls: 1.2996, loss: 1.2996, grad_norm: 8.6595 2020-07-31 17:09:45,393 - mmaction - INFO - Epoch [78][660/3757] lr: 1.000e-03, eta: 1 day, 22:31:15, time: 1.998, data_time: 1.426, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8750, loss_cls: 1.2618, loss: 1.2618, grad_norm: 8.5298 2020-07-31 17:10:23,896 - mmaction - INFO - Epoch [78][680/3757] lr: 1.000e-03, eta: 1 day, 22:30:36, time: 1.923, data_time: 1.351, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8719, loss_cls: 1.3297, loss: 1.3297, grad_norm: 8.8409 2020-07-31 17:11:03,924 - mmaction - INFO - Epoch [78][700/3757] lr: 1.000e-03, eta: 1 day, 22:29:57, time: 1.999, data_time: 1.374, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8641, loss_cls: 1.3390, loss: 1.3390, grad_norm: 8.7578 2020-07-31 17:11:42,658 - mmaction - INFO - Epoch [78][720/3757] lr: 1.000e-03, eta: 1 day, 22:29:18, time: 1.930, data_time: 1.324, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8531, loss_cls: 1.3649, loss: 1.3649, grad_norm: 8.6561 2020-07-31 17:12:20,487 - mmaction - INFO - Epoch [78][740/3757] lr: 1.000e-03, eta: 1 day, 22:28:39, time: 1.903, data_time: 1.331, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8523, loss_cls: 1.4100, loss: 1.4100, grad_norm: 8.7300 2020-07-31 17:12:59,293 - mmaction - INFO - Epoch [78][760/3757] lr: 1.000e-03, eta: 1 day, 22:27:59, time: 1.934, data_time: 1.184, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8625, loss_cls: 1.3339, loss: 1.3339, grad_norm: 8.5188 2020-07-31 17:13:39,314 - mmaction - INFO - Epoch [78][780/3757] lr: 1.000e-03, eta: 1 day, 22:27:21, time: 2.006, data_time: 1.258, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8648, loss_cls: 1.3134, loss: 1.3134, grad_norm: 8.6698 2020-07-31 17:14:19,404 - mmaction - INFO - Epoch [78][800/3757] lr: 1.000e-03, eta: 1 day, 22:26:42, time: 1.999, data_time: 1.406, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8570, loss_cls: 1.3578, loss: 1.3578, grad_norm: 8.8329 2020-07-31 17:14:56,635 - mmaction - INFO - Epoch [78][820/3757] lr: 1.000e-03, eta: 1 day, 22:26:02, time: 1.868, data_time: 1.297, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8703, loss_cls: 1.2631, loss: 1.2631, grad_norm: 8.3278 2020-07-31 17:15:35,544 - mmaction - INFO - Epoch [78][840/3757] lr: 1.000e-03, eta: 1 day, 22:25:23, time: 1.941, data_time: 1.262, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8633, loss_cls: 1.3044, loss: 1.3044, grad_norm: 8.6443 2020-07-31 17:16:14,723 - mmaction - INFO - Epoch [78][860/3757] lr: 1.000e-03, eta: 1 day, 22:24:44, time: 1.963, data_time: 1.364, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8633, loss_cls: 1.2767, loss: 1.2767, grad_norm: 8.4343 2020-07-31 17:16:55,295 - mmaction - INFO - Epoch [78][880/3757] lr: 1.000e-03, eta: 1 day, 22:24:06, time: 2.021, data_time: 1.302, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8641, loss_cls: 1.3379, loss: 1.3379, grad_norm: 8.8086 2020-07-31 17:17:35,956 - mmaction - INFO - Epoch [78][900/3757] lr: 1.000e-03, eta: 1 day, 22:23:27, time: 2.040, data_time: 0.910, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8641, loss_cls: 1.2720, loss: 1.2720, grad_norm: 8.4528 2020-07-31 17:18:16,435 - mmaction - INFO - Epoch [78][920/3757] lr: 1.000e-03, eta: 1 day, 22:22:48, time: 2.023, data_time: 0.082, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8453, loss_cls: 1.3451, loss: 1.3451, grad_norm: 8.6527 2020-07-31 17:18:58,019 - mmaction - INFO - Epoch [78][940/3757] lr: 1.000e-03, eta: 1 day, 22:22:10, time: 2.080, data_time: 0.005, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8742, loss_cls: 1.3077, loss: 1.3077, grad_norm: 8.5123 2020-07-31 17:19:34,172 - mmaction - INFO - Epoch [78][960/3757] lr: 1.000e-03, eta: 1 day, 22:21:30, time: 1.807, data_time: 0.007, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8641, loss_cls: 1.2895, loss: 1.2895, grad_norm: 8.3652 2020-07-31 17:20:13,178 - mmaction - INFO - Epoch [78][980/3757] lr: 1.000e-03, eta: 1 day, 22:20:51, time: 1.952, data_time: 0.004, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8703, loss_cls: 1.3433, loss: 1.3433, grad_norm: 8.7816 2020-07-31 17:20:49,687 - mmaction - INFO - Epoch [78][1000/3757] lr: 1.000e-03, eta: 1 day, 22:20:11, time: 1.821, data_time: 0.002, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8695, loss_cls: 1.2186, loss: 1.2186, grad_norm: 8.3332 2020-07-31 17:21:29,096 - mmaction - INFO - Epoch [78][1020/3757] lr: 1.000e-03, eta: 1 day, 22:19:32, time: 1.975, data_time: 0.093, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8688, loss_cls: 1.3153, loss: 1.3153, grad_norm: 8.8093 2020-07-31 17:22:08,935 - mmaction - INFO - Epoch [78][1040/3757] lr: 1.000e-03, eta: 1 day, 22:18:53, time: 1.990, data_time: 0.002, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8430, loss_cls: 1.4489, loss: 1.4489, grad_norm: 9.0450 2020-07-31 17:22:50,501 - mmaction - INFO - Epoch [78][1060/3757] lr: 1.000e-03, eta: 1 day, 22:18:15, time: 2.075, data_time: 0.009, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8734, loss_cls: 1.2849, loss: 1.2849, grad_norm: 8.5263 2020-07-31 17:23:27,157 - mmaction - INFO - Epoch [78][1080/3757] lr: 1.000e-03, eta: 1 day, 22:17:35, time: 1.834, data_time: 0.010, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8508, loss_cls: 1.4000, loss: 1.4000, grad_norm: 8.6747 2020-07-31 17:24:06,478 - mmaction - INFO - Epoch [78][1100/3757] lr: 1.000e-03, eta: 1 day, 22:16:56, time: 1.967, data_time: 0.011, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.3249, loss: 1.3249, grad_norm: 8.6726 2020-07-31 17:24:44,151 - mmaction - INFO - Epoch [78][1120/3757] lr: 1.000e-03, eta: 1 day, 22:16:17, time: 1.886, data_time: 0.008, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8664, loss_cls: 1.2870, loss: 1.2870, grad_norm: 8.5133 2020-07-31 17:25:20,871 - mmaction - INFO - Epoch [78][1140/3757] lr: 1.000e-03, eta: 1 day, 22:15:37, time: 1.829, data_time: 0.028, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8688, loss_cls: 1.2880, loss: 1.2880, grad_norm: 8.3741 2020-07-31 17:25:56,898 - mmaction - INFO - Epoch [78][1160/3757] lr: 1.000e-03, eta: 1 day, 22:14:57, time: 1.808, data_time: 0.383, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8742, loss_cls: 1.3132, loss: 1.3132, grad_norm: 8.4920 2020-07-31 17:26:37,752 - mmaction - INFO - Epoch [78][1180/3757] lr: 1.000e-03, eta: 1 day, 22:14:19, time: 2.040, data_time: 0.008, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8672, loss_cls: 1.3163, loss: 1.3163, grad_norm: 8.4843 2020-07-31 17:27:18,582 - mmaction - INFO - Epoch [78][1200/3757] lr: 1.000e-03, eta: 1 day, 22:13:40, time: 2.044, data_time: 0.006, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8711, loss_cls: 1.2693, loss: 1.2693, grad_norm: 8.3955 2020-07-31 17:27:55,036 - mmaction - INFO - Epoch [78][1220/3757] lr: 1.000e-03, eta: 1 day, 22:13:00, time: 1.821, data_time: 0.016, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8523, loss_cls: 1.3419, loss: 1.3419, grad_norm: 8.9291 2020-07-31 17:28:35,299 - mmaction - INFO - Epoch [78][1240/3757] lr: 1.000e-03, eta: 1 day, 22:12:22, time: 2.010, data_time: 0.041, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8664, loss_cls: 1.3101, loss: 1.3101, grad_norm: 8.6742 2020-07-31 17:29:13,923 - mmaction - INFO - Epoch [78][1260/3757] lr: 1.000e-03, eta: 1 day, 22:11:42, time: 1.933, data_time: 0.009, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8641, loss_cls: 1.3410, loss: 1.3410, grad_norm: 8.8199 2020-07-31 17:29:50,890 - mmaction - INFO - Epoch [78][1280/3757] lr: 1.000e-03, eta: 1 day, 22:11:03, time: 1.850, data_time: 0.013, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8656, loss_cls: 1.3319, loss: 1.3319, grad_norm: 8.9032 2020-07-31 17:30:34,890 - mmaction - INFO - Epoch [78][1300/3757] lr: 1.000e-03, eta: 1 day, 22:10:25, time: 2.199, data_time: 0.005, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8594, loss_cls: 1.3190, loss: 1.3190, grad_norm: 8.7846 2020-07-31 17:31:12,051 - mmaction - INFO - Epoch [78][1320/3757] lr: 1.000e-03, eta: 1 day, 22:09:46, time: 1.862, data_time: 0.009, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8492, loss_cls: 1.3613, loss: 1.3613, grad_norm: 8.8085 2020-07-31 17:31:53,061 - mmaction - INFO - Epoch [78][1340/3757] lr: 1.000e-03, eta: 1 day, 22:09:07, time: 2.049, data_time: 0.007, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8562, loss_cls: 1.3668, loss: 1.3668, grad_norm: 8.8578 2020-07-31 17:32:30,739 - mmaction - INFO - Epoch [78][1360/3757] lr: 1.000e-03, eta: 1 day, 22:08:28, time: 1.885, data_time: 0.003, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8648, loss_cls: 1.3229, loss: 1.3229, grad_norm: 8.4113 2020-07-31 17:33:09,322 - mmaction - INFO - Epoch [78][1380/3757] lr: 1.000e-03, eta: 1 day, 22:07:48, time: 1.926, data_time: 0.003, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8625, loss_cls: 1.2994, loss: 1.2994, grad_norm: 8.4800 2020-07-31 17:33:49,352 - mmaction - INFO - Epoch [78][1400/3757] lr: 1.000e-03, eta: 1 day, 22:07:10, time: 2.003, data_time: 0.005, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8609, loss_cls: 1.3486, loss: 1.3486, grad_norm: 8.8414 2020-07-31 17:34:30,110 - mmaction - INFO - Epoch [78][1420/3757] lr: 1.000e-03, eta: 1 day, 22:06:31, time: 2.031, data_time: 0.027, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8547, loss_cls: 1.3242, loss: 1.3242, grad_norm: 8.4862 2020-07-31 17:35:08,832 - mmaction - INFO - Epoch [78][1440/3757] lr: 1.000e-03, eta: 1 day, 22:05:52, time: 1.944, data_time: 0.011, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8617, loss_cls: 1.2809, loss: 1.2809, grad_norm: 8.4905 2020-07-31 17:35:44,301 - mmaction - INFO - Epoch [78][1460/3757] lr: 1.000e-03, eta: 1 day, 22:05:12, time: 1.772, data_time: 0.002, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8617, loss_cls: 1.3606, loss: 1.3606, grad_norm: 9.0384 2020-07-31 17:36:23,982 - mmaction - INFO - Epoch [78][1480/3757] lr: 1.000e-03, eta: 1 day, 22:04:33, time: 1.978, data_time: 0.022, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8633, loss_cls: 1.3320, loss: 1.3320, grad_norm: 8.6511 2020-07-31 17:37:00,395 - mmaction - INFO - Epoch [78][1500/3757] lr: 1.000e-03, eta: 1 day, 22:03:53, time: 1.827, data_time: 0.027, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8781, loss_cls: 1.2185, loss: 1.2185, grad_norm: 8.5967 2020-07-31 17:37:41,865 - mmaction - INFO - Epoch [78][1520/3757] lr: 1.000e-03, eta: 1 day, 22:03:15, time: 2.072, data_time: 0.009, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8719, loss_cls: 1.3450, loss: 1.3450, grad_norm: 8.8190 2020-07-31 17:38:21,312 - mmaction - INFO - Epoch [78][1540/3757] lr: 1.000e-03, eta: 1 day, 22:02:36, time: 1.970, data_time: 0.011, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8586, loss_cls: 1.3507, loss: 1.3507, grad_norm: 8.9855 2020-07-31 17:38:56,901 - mmaction - INFO - Epoch [78][1560/3757] lr: 1.000e-03, eta: 1 day, 22:01:56, time: 1.780, data_time: 0.010, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8609, loss_cls: 1.3081, loss: 1.3081, grad_norm: 8.5738 2020-07-31 17:39:37,764 - mmaction - INFO - Epoch [78][1580/3757] lr: 1.000e-03, eta: 1 day, 22:01:17, time: 2.044, data_time: 0.012, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8438, loss_cls: 1.4477, loss: 1.4477, grad_norm: 9.0835 2020-07-31 17:40:15,001 - mmaction - INFO - Epoch [78][1600/3757] lr: 1.000e-03, eta: 1 day, 22:00:38, time: 1.857, data_time: 0.011, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8750, loss_cls: 1.2960, loss: 1.2960, grad_norm: 8.7629 2020-07-31 17:40:55,855 - mmaction - INFO - Epoch [78][1620/3757] lr: 1.000e-03, eta: 1 day, 21:59:59, time: 2.050, data_time: 0.016, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8648, loss_cls: 1.3097, loss: 1.3097, grad_norm: 8.7059 2020-07-31 17:41:34,205 - mmaction - INFO - Epoch [78][1640/3757] lr: 1.000e-03, eta: 1 day, 21:59:20, time: 1.916, data_time: 0.126, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8492, loss_cls: 1.3543, loss: 1.3543, grad_norm: 8.8461 2020-07-31 17:42:14,556 - mmaction - INFO - Epoch [78][1660/3757] lr: 1.000e-03, eta: 1 day, 21:58:41, time: 2.016, data_time: 0.004, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8727, loss_cls: 1.2722, loss: 1.2722, grad_norm: 8.6119 2020-07-31 17:42:50,949 - mmaction - INFO - Epoch [78][1680/3757] lr: 1.000e-03, eta: 1 day, 21:58:01, time: 1.824, data_time: 0.011, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8734, loss_cls: 1.2346, loss: 1.2346, grad_norm: 8.2416 2020-07-31 17:43:28,573 - mmaction - INFO - Epoch [78][1700/3757] lr: 1.000e-03, eta: 1 day, 21:57:22, time: 1.881, data_time: 0.003, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8789, loss_cls: 1.2180, loss: 1.2180, grad_norm: 8.2770 2020-07-31 17:44:06,936 - mmaction - INFO - Epoch [78][1720/3757] lr: 1.000e-03, eta: 1 day, 21:56:42, time: 1.915, data_time: 0.007, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8586, loss_cls: 1.3665, loss: 1.3665, grad_norm: 8.7576 2020-07-31 17:44:47,151 - mmaction - INFO - Epoch [78][1740/3757] lr: 1.000e-03, eta: 1 day, 21:56:04, time: 2.013, data_time: 0.005, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8664, loss_cls: 1.3179, loss: 1.3179, grad_norm: 8.7563 2020-07-31 17:45:24,620 - mmaction - INFO - Epoch [78][1760/3757] lr: 1.000e-03, eta: 1 day, 21:55:24, time: 1.870, data_time: 0.138, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8805, loss_cls: 1.2031, loss: 1.2031, grad_norm: 8.4476 2020-07-31 17:46:04,861 - mmaction - INFO - Epoch [78][1780/3757] lr: 1.000e-03, eta: 1 day, 21:54:46, time: 2.014, data_time: 0.112, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8477, loss_cls: 1.3730, loss: 1.3730, grad_norm: 8.6441 2020-07-31 17:46:45,487 - mmaction - INFO - Epoch [78][1800/3757] lr: 1.000e-03, eta: 1 day, 21:54:07, time: 2.026, data_time: 0.756, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8750, loss_cls: 1.3400, loss: 1.3400, grad_norm: 9.0637 2020-07-31 17:47:23,493 - mmaction - INFO - Epoch [78][1820/3757] lr: 1.000e-03, eta: 1 day, 21:53:28, time: 1.906, data_time: 1.255, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8773, loss_cls: 1.2477, loss: 1.2477, grad_norm: 8.6865 2020-07-31 17:48:02,278 - mmaction - INFO - Epoch [78][1840/3757] lr: 1.000e-03, eta: 1 day, 21:52:48, time: 1.934, data_time: 1.328, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8734, loss_cls: 1.3044, loss: 1.3044, grad_norm: 8.5197 2020-07-31 17:48:41,369 - mmaction - INFO - Epoch [78][1860/3757] lr: 1.000e-03, eta: 1 day, 21:52:09, time: 1.957, data_time: 1.356, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8531, loss_cls: 1.3811, loss: 1.3811, grad_norm: 9.0212 2020-07-31 17:49:21,375 - mmaction - INFO - Epoch [78][1880/3757] lr: 1.000e-03, eta: 1 day, 21:51:31, time: 2.002, data_time: 1.387, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8742, loss_cls: 1.3244, loss: 1.3244, grad_norm: 8.8126 2020-07-31 17:50:00,715 - mmaction - INFO - Epoch [78][1900/3757] lr: 1.000e-03, eta: 1 day, 21:50:52, time: 1.969, data_time: 0.534, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8633, loss_cls: 1.2806, loss: 1.2806, grad_norm: 8.5301 2020-07-31 17:50:37,513 - mmaction - INFO - Epoch [78][1920/3757] lr: 1.000e-03, eta: 1 day, 21:50:12, time: 1.840, data_time: 0.103, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8789, loss_cls: 1.2242, loss: 1.2242, grad_norm: 8.4690 2020-07-31 17:51:19,221 - mmaction - INFO - Epoch [78][1940/3757] lr: 1.000e-03, eta: 1 day, 21:49:34, time: 2.083, data_time: 0.716, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8695, loss_cls: 1.2632, loss: 1.2632, grad_norm: 8.5608 2020-07-31 17:51:56,394 - mmaction - INFO - Epoch [78][1960/3757] lr: 1.000e-03, eta: 1 day, 21:48:54, time: 1.856, data_time: 1.088, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8625, loss_cls: 1.2944, loss: 1.2944, grad_norm: 8.6285 2020-07-31 17:52:34,604 - mmaction - INFO - Epoch [78][1980/3757] lr: 1.000e-03, eta: 1 day, 21:48:15, time: 1.908, data_time: 0.626, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8547, loss_cls: 1.3470, loss: 1.3470, grad_norm: 8.8038 2020-07-31 17:53:14,540 - mmaction - INFO - Epoch [78][2000/3757] lr: 1.000e-03, eta: 1 day, 21:47:36, time: 2.004, data_time: 0.090, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8602, loss_cls: 1.3265, loss: 1.3265, grad_norm: 8.7070 2020-07-31 17:53:55,457 - mmaction - INFO - Epoch [78][2020/3757] lr: 1.000e-03, eta: 1 day, 21:46:57, time: 2.037, data_time: 0.008, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8688, loss_cls: 1.3239, loss: 1.3239, grad_norm: 8.9709 2020-07-31 17:54:29,965 - mmaction - INFO - Epoch [78][2040/3757] lr: 1.000e-03, eta: 1 day, 21:46:17, time: 1.734, data_time: 0.012, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3639, loss: 1.3639, grad_norm: 9.0149 2020-07-31 17:55:10,831 - mmaction - INFO - Epoch [78][2060/3757] lr: 1.000e-03, eta: 1 day, 21:45:38, time: 2.043, data_time: 0.009, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8516, loss_cls: 1.3500, loss: 1.3500, grad_norm: 8.7686 2020-07-31 17:55:49,222 - mmaction - INFO - Epoch [78][2080/3757] lr: 1.000e-03, eta: 1 day, 21:44:59, time: 1.919, data_time: 0.003, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8578, loss_cls: 1.3630, loss: 1.3630, grad_norm: 8.6939 2020-07-31 17:56:30,701 - mmaction - INFO - Epoch [78][2100/3757] lr: 1.000e-03, eta: 1 day, 21:44:21, time: 2.069, data_time: 0.010, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8516, loss_cls: 1.3310, loss: 1.3310, grad_norm: 8.6860 2020-07-31 17:57:07,198 - mmaction - INFO - Epoch [78][2120/3757] lr: 1.000e-03, eta: 1 day, 21:43:41, time: 1.830, data_time: 0.009, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8625, loss_cls: 1.3310, loss: 1.3310, grad_norm: 8.8553 2020-07-31 17:57:46,905 - mmaction - INFO - Epoch [78][2140/3757] lr: 1.000e-03, eta: 1 day, 21:43:02, time: 1.987, data_time: 0.009, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8672, loss_cls: 1.3364, loss: 1.3364, grad_norm: 8.7229 2020-07-31 17:58:24,442 - mmaction - INFO - Epoch [78][2160/3757] lr: 1.000e-03, eta: 1 day, 21:42:23, time: 1.875, data_time: 0.009, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8617, loss_cls: 1.3181, loss: 1.3181, grad_norm: 8.7385 2020-07-31 17:59:08,555 - mmaction - INFO - Epoch [78][2180/3757] lr: 1.000e-03, eta: 1 day, 21:41:45, time: 2.206, data_time: 0.019, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8727, loss_cls: 1.2673, loss: 1.2673, grad_norm: 8.6765 2020-07-31 17:59:45,999 - mmaction - INFO - Epoch [78][2200/3757] lr: 1.000e-03, eta: 1 day, 21:41:05, time: 1.866, data_time: 0.085, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8625, loss_cls: 1.3700, loss: 1.3700, grad_norm: 9.0795 2020-07-31 18:00:21,246 - mmaction - INFO - Epoch [78][2220/3757] lr: 1.000e-03, eta: 1 day, 21:40:25, time: 1.752, data_time: 0.621, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8617, loss_cls: 1.3205, loss: 1.3205, grad_norm: 8.6885 2020-07-31 18:01:01,987 - mmaction - INFO - Epoch [78][2240/3757] lr: 1.000e-03, eta: 1 day, 21:39:47, time: 2.053, data_time: 0.420, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8562, loss_cls: 1.3797, loss: 1.3797, grad_norm: 8.7286 2020-07-31 18:01:41,377 - mmaction - INFO - Epoch [78][2260/3757] lr: 1.000e-03, eta: 1 day, 21:39:08, time: 1.964, data_time: 0.009, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8547, loss_cls: 1.3483, loss: 1.3483, grad_norm: 8.7345 2020-07-31 18:02:18,498 - mmaction - INFO - Epoch [78][2280/3757] lr: 1.000e-03, eta: 1 day, 21:38:28, time: 1.858, data_time: 0.117, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8633, loss_cls: 1.3135, loss: 1.3135, grad_norm: 8.5567 2020-07-31 18:03:00,096 - mmaction - INFO - Epoch [78][2300/3757] lr: 1.000e-03, eta: 1 day, 21:37:50, time: 2.086, data_time: 0.131, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8758, loss_cls: 1.2711, loss: 1.2711, grad_norm: 8.6035 2020-07-31 18:03:41,022 - mmaction - INFO - Epoch [78][2320/3757] lr: 1.000e-03, eta: 1 day, 21:37:11, time: 2.046, data_time: 0.005, memory: 5170, top1_acc: 0.6484, top5_acc: 0.8625, loss_cls: 1.3852, loss: 1.3852, grad_norm: 8.9329 2020-07-31 18:04:17,592 - mmaction - INFO - Epoch [78][2340/3757] lr: 1.000e-03, eta: 1 day, 21:36:32, time: 1.826, data_time: 0.196, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8617, loss_cls: 1.2705, loss: 1.2705, grad_norm: 8.5029 2020-07-31 18:04:58,249 - mmaction - INFO - Epoch [78][2360/3757] lr: 1.000e-03, eta: 1 day, 21:35:53, time: 2.033, data_time: 0.080, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8547, loss_cls: 1.3152, loss: 1.3152, grad_norm: 8.5110 2020-07-31 18:05:36,296 - mmaction - INFO - Epoch [78][2380/3757] lr: 1.000e-03, eta: 1 day, 21:35:14, time: 1.905, data_time: 0.300, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8586, loss_cls: 1.4083, loss: 1.4083, grad_norm: 9.0256 2020-07-31 18:06:17,381 - mmaction - INFO - Epoch [78][2400/3757] lr: 1.000e-03, eta: 1 day, 21:34:35, time: 2.049, data_time: 0.263, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8820, loss_cls: 1.2600, loss: 1.2600, grad_norm: 8.7885 2020-07-31 18:06:57,023 - mmaction - INFO - Epoch [78][2420/3757] lr: 1.000e-03, eta: 1 day, 21:33:56, time: 1.984, data_time: 0.076, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8547, loss_cls: 1.3613, loss: 1.3613, grad_norm: 8.9068 2020-07-31 18:07:35,376 - mmaction - INFO - Epoch [78][2440/3757] lr: 1.000e-03, eta: 1 day, 21:33:17, time: 1.919, data_time: 0.012, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8734, loss_cls: 1.2738, loss: 1.2738, grad_norm: 8.7859 2020-07-31 18:08:14,744 - mmaction - INFO - Epoch [78][2460/3757] lr: 1.000e-03, eta: 1 day, 21:32:38, time: 1.970, data_time: 0.012, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8719, loss_cls: 1.3101, loss: 1.3101, grad_norm: 8.9331 2020-07-31 18:08:53,006 - mmaction - INFO - Epoch [78][2480/3757] lr: 1.000e-03, eta: 1 day, 21:31:59, time: 1.910, data_time: 0.009, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8609, loss_cls: 1.3478, loss: 1.3478, grad_norm: 9.0270 2020-07-31 18:09:32,182 - mmaction - INFO - Epoch [78][2500/3757] lr: 1.000e-03, eta: 1 day, 21:31:20, time: 1.964, data_time: 0.007, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8672, loss_cls: 1.3259, loss: 1.3259, grad_norm: 8.8258 2020-07-31 18:10:08,413 - mmaction - INFO - Epoch [78][2520/3757] lr: 1.000e-03, eta: 1 day, 21:30:40, time: 1.809, data_time: 0.025, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8789, loss_cls: 1.2600, loss: 1.2600, grad_norm: 8.7083 2020-07-31 18:10:48,901 - mmaction - INFO - Epoch [78][2540/3757] lr: 1.000e-03, eta: 1 day, 21:30:01, time: 2.023, data_time: 0.149, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8555, loss_cls: 1.3546, loss: 1.3546, grad_norm: 8.7624 2020-07-31 18:11:29,011 - mmaction - INFO - Epoch [78][2560/3757] lr: 1.000e-03, eta: 1 day, 21:29:22, time: 2.003, data_time: 0.160, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8664, loss_cls: 1.3141, loss: 1.3141, grad_norm: 8.5781 2020-07-31 18:12:08,011 - mmaction - INFO - Epoch [78][2580/3757] lr: 1.000e-03, eta: 1 day, 21:28:43, time: 1.948, data_time: 0.980, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8695, loss_cls: 1.2718, loss: 1.2718, grad_norm: 8.5521 2020-07-31 18:12:47,691 - mmaction - INFO - Epoch [78][2600/3757] lr: 1.000e-03, eta: 1 day, 21:28:04, time: 1.985, data_time: 0.517, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8586, loss_cls: 1.3337, loss: 1.3337, grad_norm: 8.7223 2020-07-31 18:13:26,563 - mmaction - INFO - Epoch [78][2620/3757] lr: 1.000e-03, eta: 1 day, 21:27:25, time: 1.950, data_time: 0.395, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8484, loss_cls: 1.4463, loss: 1.4463, grad_norm: 9.4363 2020-07-31 18:14:05,417 - mmaction - INFO - Epoch [78][2640/3757] lr: 1.000e-03, eta: 1 day, 21:26:46, time: 1.941, data_time: 0.529, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8523, loss_cls: 1.4101, loss: 1.4101, grad_norm: 8.9279 2020-07-31 18:14:45,878 - mmaction - INFO - Epoch [78][2660/3757] lr: 1.000e-03, eta: 1 day, 21:26:08, time: 2.021, data_time: 0.614, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8727, loss_cls: 1.2715, loss: 1.2715, grad_norm: 8.5343 2020-07-31 18:15:21,295 - mmaction - INFO - Epoch [78][2680/3757] lr: 1.000e-03, eta: 1 day, 21:25:27, time: 1.771, data_time: 0.769, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8695, loss_cls: 1.2600, loss: 1.2600, grad_norm: 8.4239 2020-07-31 18:16:03,936 - mmaction - INFO - Epoch [78][2700/3757] lr: 1.000e-03, eta: 1 day, 21:24:49, time: 2.131, data_time: 0.982, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8758, loss_cls: 1.3107, loss: 1.3107, grad_norm: 8.7888 2020-07-31 18:16:39,429 - mmaction - INFO - Epoch [78][2720/3757] lr: 1.000e-03, eta: 1 day, 21:24:09, time: 1.771, data_time: 0.723, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8719, loss_cls: 1.2388, loss: 1.2388, grad_norm: 8.5723 2020-07-31 18:17:15,021 - mmaction - INFO - Epoch [78][2740/3757] lr: 1.000e-03, eta: 1 day, 21:23:29, time: 1.789, data_time: 0.077, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8758, loss_cls: 1.2791, loss: 1.2791, grad_norm: 8.7117 2020-07-31 18:17:54,337 - mmaction - INFO - Epoch [78][2760/3757] lr: 1.000e-03, eta: 1 day, 21:22:50, time: 1.961, data_time: 0.134, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8719, loss_cls: 1.3427, loss: 1.3427, grad_norm: 8.6203 2020-07-31 18:18:33,592 - mmaction - INFO - Epoch [78][2780/3757] lr: 1.000e-03, eta: 1 day, 21:22:11, time: 1.966, data_time: 0.010, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8797, loss_cls: 1.2059, loss: 1.2059, grad_norm: 8.4976 2020-07-31 18:19:13,756 - mmaction - INFO - Epoch [78][2800/3757] lr: 1.000e-03, eta: 1 day, 21:21:32, time: 1.999, data_time: 0.008, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8648, loss_cls: 1.3585, loss: 1.3585, grad_norm: 9.1310 2020-07-31 18:19:51,270 - mmaction - INFO - Epoch [78][2820/3757] lr: 1.000e-03, eta: 1 day, 21:20:53, time: 1.885, data_time: 0.155, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8617, loss_cls: 1.3440, loss: 1.3440, grad_norm: 8.9575 2020-07-31 18:20:33,697 - mmaction - INFO - Epoch [78][2840/3757] lr: 1.000e-03, eta: 1 day, 21:20:15, time: 2.117, data_time: 0.120, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8648, loss_cls: 1.3538, loss: 1.3538, grad_norm: 8.8584 2020-07-31 18:21:10,272 - mmaction - INFO - Epoch [78][2860/3757] lr: 1.000e-03, eta: 1 day, 21:19:35, time: 1.833, data_time: 0.021, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8445, loss_cls: 1.4320, loss: 1.4320, grad_norm: 9.1618 2020-07-31 18:21:52,096 - mmaction - INFO - Epoch [78][2880/3757] lr: 1.000e-03, eta: 1 day, 21:18:57, time: 2.086, data_time: 0.023, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8688, loss_cls: 1.3336, loss: 1.3336, grad_norm: 8.8287 2020-07-31 18:22:27,254 - mmaction - INFO - Epoch [78][2900/3757] lr: 1.000e-03, eta: 1 day, 21:18:17, time: 1.762, data_time: 0.008, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8680, loss_cls: 1.2949, loss: 1.2949, grad_norm: 8.7809 2020-07-31 18:23:05,581 - mmaction - INFO - Epoch [78][2920/3757] lr: 1.000e-03, eta: 1 day, 21:17:37, time: 1.911, data_time: 0.009, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8477, loss_cls: 1.3949, loss: 1.3949, grad_norm: 8.9548 2020-07-31 18:23:45,151 - mmaction - INFO - Epoch [78][2940/3757] lr: 1.000e-03, eta: 1 day, 21:16:59, time: 1.985, data_time: 0.020, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8578, loss_cls: 1.3992, loss: 1.3992, grad_norm: 8.8873 2020-07-31 18:24:25,515 - mmaction - INFO - Epoch [78][2960/3757] lr: 1.000e-03, eta: 1 day, 21:16:20, time: 2.014, data_time: 0.009, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8719, loss_cls: 1.2725, loss: 1.2725, grad_norm: 8.4946 2020-07-31 18:25:04,867 - mmaction - INFO - Epoch [78][2980/3757] lr: 1.000e-03, eta: 1 day, 21:15:41, time: 1.971, data_time: 0.008, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8680, loss_cls: 1.2756, loss: 1.2756, grad_norm: 8.5726 2020-07-31 18:25:44,739 - mmaction - INFO - Epoch [78][3000/3757] lr: 1.000e-03, eta: 1 day, 21:15:02, time: 1.995, data_time: 0.202, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8641, loss_cls: 1.3321, loss: 1.3321, grad_norm: 8.7791 2020-07-31 18:26:25,191 - mmaction - INFO - Epoch [78][3020/3757] lr: 1.000e-03, eta: 1 day, 21:14:23, time: 2.013, data_time: 0.007, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8766, loss_cls: 1.2716, loss: 1.2716, grad_norm: 9.0760 2020-07-31 18:27:03,424 - mmaction - INFO - Epoch [78][3040/3757] lr: 1.000e-03, eta: 1 day, 21:13:44, time: 1.914, data_time: 0.012, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8539, loss_cls: 1.3687, loss: 1.3687, grad_norm: 8.9634 2020-07-31 18:27:39,526 - mmaction - INFO - Epoch [78][3060/3757] lr: 1.000e-03, eta: 1 day, 21:13:04, time: 1.808, data_time: 0.009, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8430, loss_cls: 1.4019, loss: 1.4019, grad_norm: 9.0997 2020-07-31 18:28:15,796 - mmaction - INFO - Epoch [78][3080/3757] lr: 1.000e-03, eta: 1 day, 21:12:24, time: 1.817, data_time: 0.008, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8750, loss_cls: 1.2427, loss: 1.2427, grad_norm: 8.4014 2020-07-31 18:28:56,889 - mmaction - INFO - Epoch [78][3100/3757] lr: 1.000e-03, eta: 1 day, 21:11:46, time: 2.052, data_time: 0.015, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8742, loss_cls: 1.2614, loss: 1.2614, grad_norm: 8.8349 2020-07-31 18:29:36,735 - mmaction - INFO - Epoch [78][3120/3757] lr: 1.000e-03, eta: 1 day, 21:11:07, time: 1.995, data_time: 0.008, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8539, loss_cls: 1.3139, loss: 1.3139, grad_norm: 8.6013 2020-07-31 18:30:13,764 - mmaction - INFO - Epoch [78][3140/3757] lr: 1.000e-03, eta: 1 day, 21:10:27, time: 1.848, data_time: 0.008, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8648, loss_cls: 1.2531, loss: 1.2531, grad_norm: 8.7361 2020-07-31 18:30:53,824 - mmaction - INFO - Epoch [78][3160/3757] lr: 1.000e-03, eta: 1 day, 21:09:49, time: 2.007, data_time: 0.009, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8500, loss_cls: 1.3663, loss: 1.3663, grad_norm: 9.0115 2020-07-31 18:31:35,509 - mmaction - INFO - Epoch [78][3180/3757] lr: 1.000e-03, eta: 1 day, 21:09:10, time: 2.078, data_time: 0.786, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8680, loss_cls: 1.2926, loss: 1.2926, grad_norm: 8.6852 2020-07-31 18:32:14,416 - mmaction - INFO - Epoch [78][3200/3757] lr: 1.000e-03, eta: 1 day, 21:08:31, time: 1.946, data_time: 0.389, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8539, loss_cls: 1.3577, loss: 1.3577, grad_norm: 8.8500 2020-07-31 18:32:51,305 - mmaction - INFO - Epoch [78][3220/3757] lr: 1.000e-03, eta: 1 day, 21:07:51, time: 1.848, data_time: 0.422, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8648, loss_cls: 1.3166, loss: 1.3166, grad_norm: 8.7080 2020-07-31 18:33:28,183 - mmaction - INFO - Epoch [78][3240/3757] lr: 1.000e-03, eta: 1 day, 21:07:12, time: 1.847, data_time: 0.201, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8641, loss_cls: 1.2978, loss: 1.2978, grad_norm: 8.6022 2020-07-31 18:34:08,927 - mmaction - INFO - Epoch [78][3260/3757] lr: 1.000e-03, eta: 1 day, 21:06:33, time: 2.035, data_time: 0.008, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8641, loss_cls: 1.2962, loss: 1.2962, grad_norm: 8.7270 2020-07-31 18:34:46,747 - mmaction - INFO - Epoch [78][3280/3757] lr: 1.000e-03, eta: 1 day, 21:05:54, time: 1.891, data_time: 0.004, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8523, loss_cls: 1.3362, loss: 1.3362, grad_norm: 8.6649 2020-07-31 18:35:26,786 - mmaction - INFO - Epoch [78][3300/3757] lr: 1.000e-03, eta: 1 day, 21:05:15, time: 1.999, data_time: 0.051, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8594, loss_cls: 1.2708, loss: 1.2708, grad_norm: 8.6878 2020-07-31 18:36:08,345 - mmaction - INFO - Epoch [78][3320/3757] lr: 1.000e-03, eta: 1 day, 21:04:37, time: 2.078, data_time: 1.009, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8453, loss_cls: 1.3827, loss: 1.3827, grad_norm: 8.8947 2020-07-31 18:36:46,481 - mmaction - INFO - Epoch [78][3340/3757] lr: 1.000e-03, eta: 1 day, 21:03:57, time: 1.909, data_time: 0.968, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8633, loss_cls: 1.3194, loss: 1.3194, grad_norm: 8.9244 2020-07-31 18:37:26,909 - mmaction - INFO - Epoch [78][3360/3757] lr: 1.000e-03, eta: 1 day, 21:03:19, time: 2.022, data_time: 0.506, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8602, loss_cls: 1.3372, loss: 1.3372, grad_norm: 8.7284 2020-07-31 18:38:06,143 - mmaction - INFO - Epoch [78][3380/3757] lr: 1.000e-03, eta: 1 day, 21:02:40, time: 1.956, data_time: 0.065, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8688, loss_cls: 1.3405, loss: 1.3405, grad_norm: 9.1256 2020-07-31 18:38:43,241 - mmaction - INFO - Epoch [78][3400/3757] lr: 1.000e-03, eta: 1 day, 21:02:00, time: 1.861, data_time: 0.010, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8672, loss_cls: 1.3372, loss: 1.3372, grad_norm: 9.0343 2020-07-31 18:39:18,416 - mmaction - INFO - Epoch [78][3420/3757] lr: 1.000e-03, eta: 1 day, 21:01:20, time: 1.757, data_time: 0.052, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8477, loss_cls: 1.3812, loss: 1.3812, grad_norm: 8.9999 2020-07-31 18:39:59,571 - mmaction - INFO - Epoch [78][3440/3757] lr: 1.000e-03, eta: 1 day, 21:00:41, time: 2.059, data_time: 0.138, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8633, loss_cls: 1.3027, loss: 1.3027, grad_norm: 8.6369 2020-07-31 18:40:38,514 - mmaction - INFO - Epoch [78][3460/3757] lr: 1.000e-03, eta: 1 day, 21:00:02, time: 1.942, data_time: 0.009, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8453, loss_cls: 1.4059, loss: 1.4059, grad_norm: 9.1949 2020-07-31 18:41:17,790 - mmaction - INFO - Epoch [78][3480/3757] lr: 1.000e-03, eta: 1 day, 20:59:23, time: 1.971, data_time: 0.009, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8609, loss_cls: 1.3287, loss: 1.3287, grad_norm: 8.6778 2020-07-31 18:42:00,022 - mmaction - INFO - Epoch [78][3500/3757] lr: 1.000e-03, eta: 1 day, 20:58:45, time: 2.111, data_time: 0.015, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8586, loss_cls: 1.3719, loss: 1.3719, grad_norm: 8.7320 2020-07-31 18:42:39,666 - mmaction - INFO - Epoch [78][3520/3757] lr: 1.000e-03, eta: 1 day, 20:58:06, time: 1.980, data_time: 0.017, memory: 5170, top1_acc: 0.6539, top5_acc: 0.8703, loss_cls: 1.3601, loss: 1.3601, grad_norm: 8.8739 2020-07-31 18:43:20,333 - mmaction - INFO - Epoch [78][3540/3757] lr: 1.000e-03, eta: 1 day, 20:57:28, time: 2.031, data_time: 0.005, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8602, loss_cls: 1.3191, loss: 1.3191, grad_norm: 9.0782 2020-07-31 18:43:57,090 - mmaction - INFO - Epoch [78][3560/3757] lr: 1.000e-03, eta: 1 day, 20:56:48, time: 1.841, data_time: 0.028, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8586, loss_cls: 1.3687, loss: 1.3687, grad_norm: 8.9858 2020-07-31 18:44:38,673 - mmaction - INFO - Epoch [78][3580/3757] lr: 1.000e-03, eta: 1 day, 20:56:10, time: 2.080, data_time: 0.055, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8633, loss_cls: 1.3387, loss: 1.3387, grad_norm: 8.7067 2020-07-31 18:45:19,472 - mmaction - INFO - Epoch [78][3600/3757] lr: 1.000e-03, eta: 1 day, 20:55:31, time: 2.033, data_time: 0.003, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8664, loss_cls: 1.3634, loss: 1.3634, grad_norm: 8.8041 2020-07-31 18:45:57,074 - mmaction - INFO - Epoch [78][3620/3757] lr: 1.000e-03, eta: 1 day, 20:54:52, time: 1.886, data_time: 0.012, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8578, loss_cls: 1.4127, loss: 1.4127, grad_norm: 9.2186 2020-07-31 18:46:34,772 - mmaction - INFO - Epoch [78][3640/3757] lr: 1.000e-03, eta: 1 day, 20:54:12, time: 1.880, data_time: 0.010, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8570, loss_cls: 1.4160, loss: 1.4160, grad_norm: 9.2033 2020-07-31 18:47:17,476 - mmaction - INFO - Epoch [78][3660/3757] lr: 1.000e-03, eta: 1 day, 20:53:34, time: 2.142, data_time: 0.010, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8656, loss_cls: 1.2890, loss: 1.2890, grad_norm: 8.5303 2020-07-31 18:47:53,010 - mmaction - INFO - Epoch [78][3680/3757] lr: 1.000e-03, eta: 1 day, 20:52:54, time: 1.773, data_time: 0.007, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8672, loss_cls: 1.2463, loss: 1.2463, grad_norm: 8.3237 2020-07-31 18:48:31,101 - mmaction - INFO - Epoch [78][3700/3757] lr: 1.000e-03, eta: 1 day, 20:52:15, time: 1.908, data_time: 0.009, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8711, loss_cls: 1.3077, loss: 1.3077, grad_norm: 8.4924 2020-07-31 18:49:11,197 - mmaction - INFO - Epoch [78][3720/3757] lr: 1.000e-03, eta: 1 day, 20:51:36, time: 1.998, data_time: 0.009, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8578, loss_cls: 1.3810, loss: 1.3810, grad_norm: 8.9385 2020-07-31 18:49:50,704 - mmaction - INFO - Epoch [78][3740/3757] lr: 1.000e-03, eta: 1 day, 20:50:57, time: 1.980, data_time: 0.010, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8602, loss_cls: 1.3013, loss: 1.3013, grad_norm: 8.6801 2020-07-31 18:50:17,067 - mmaction - INFO - Saving checkpoint at 78 epochs 2020-07-31 18:51:15,154 - mmaction - INFO - Epoch [79][20/3757] lr: 1.000e-03, eta: 1 day, 20:49:40, time: 2.840, data_time: 1.127, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8594, loss_cls: 1.3800, loss: 1.3800, grad_norm: 8.8507 2020-07-31 18:51:52,789 - mmaction - INFO - Epoch [79][40/3757] lr: 1.000e-03, eta: 1 day, 20:49:01, time: 1.885, data_time: 0.012, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8883, loss_cls: 1.1969, loss: 1.1969, grad_norm: 8.5765 2020-07-31 18:52:31,597 - mmaction - INFO - Epoch [79][60/3757] lr: 1.000e-03, eta: 1 day, 20:48:22, time: 1.940, data_time: 0.003, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8570, loss_cls: 1.3221, loss: 1.3221, grad_norm: 8.6007 2020-07-31 18:53:12,583 - mmaction - INFO - Epoch [79][80/3757] lr: 1.000e-03, eta: 1 day, 20:47:43, time: 2.048, data_time: 0.002, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8711, loss_cls: 1.2720, loss: 1.2720, grad_norm: 8.7073 2020-07-31 18:53:51,975 - mmaction - INFO - Epoch [79][100/3757] lr: 1.000e-03, eta: 1 day, 20:47:04, time: 1.970, data_time: 0.009, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8594, loss_cls: 1.3190, loss: 1.3190, grad_norm: 8.5504 2020-07-31 18:54:27,964 - mmaction - INFO - Epoch [79][120/3757] lr: 1.000e-03, eta: 1 day, 20:46:24, time: 1.792, data_time: 0.202, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8805, loss_cls: 1.2462, loss: 1.2462, grad_norm: 8.5564 2020-07-31 18:55:09,724 - mmaction - INFO - Epoch [79][140/3757] lr: 1.000e-03, eta: 1 day, 20:45:46, time: 2.095, data_time: 0.243, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8500, loss_cls: 1.4168, loss: 1.4168, grad_norm: 8.9052 2020-07-31 18:55:50,860 - mmaction - INFO - Epoch [79][160/3757] lr: 1.000e-03, eta: 1 day, 20:45:08, time: 2.055, data_time: 0.216, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8781, loss_cls: 1.2048, loss: 1.2048, grad_norm: 8.7275 2020-07-31 18:56:28,633 - mmaction - INFO - Epoch [79][180/3757] lr: 1.000e-03, eta: 1 day, 20:44:28, time: 1.891, data_time: 0.255, memory: 5170, top1_acc: 0.6578, top5_acc: 0.8469, loss_cls: 1.3953, loss: 1.3953, grad_norm: 9.0703 2020-07-31 18:57:11,714 - mmaction - INFO - Epoch [79][200/3757] lr: 1.000e-03, eta: 1 day, 20:43:50, time: 2.151, data_time: 0.673, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8781, loss_cls: 1.2802, loss: 1.2802, grad_norm: 8.6692 2020-07-31 18:57:45,959 - mmaction - INFO - Epoch [79][220/3757] lr: 1.000e-03, eta: 1 day, 20:43:10, time: 1.714, data_time: 0.007, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8609, loss_cls: 1.3901, loss: 1.3901, grad_norm: 8.8610 2020-07-31 18:58:27,213 - mmaction - INFO - Epoch [79][240/3757] lr: 1.000e-03, eta: 1 day, 20:42:31, time: 2.060, data_time: 0.035, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8625, loss_cls: 1.3663, loss: 1.3663, grad_norm: 8.8004 2020-07-31 18:59:03,675 - mmaction - INFO - Epoch [79][260/3757] lr: 1.000e-03, eta: 1 day, 20:41:52, time: 1.827, data_time: 0.016, memory: 5170, top1_acc: 0.6594, top5_acc: 0.8445, loss_cls: 1.4174, loss: 1.4174, grad_norm: 9.1768 2020-07-31 18:59:43,574 - mmaction - INFO - Epoch [79][280/3757] lr: 1.000e-03, eta: 1 day, 20:41:13, time: 1.988, data_time: 0.057, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8695, loss_cls: 1.2999, loss: 1.2999, grad_norm: 8.7968 2020-07-31 19:00:22,169 - mmaction - INFO - Epoch [79][300/3757] lr: 1.000e-03, eta: 1 day, 20:40:34, time: 1.924, data_time: 0.010, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8641, loss_cls: 1.2396, loss: 1.2396, grad_norm: 8.3018 2020-07-31 19:01:02,037 - mmaction - INFO - Epoch [79][320/3757] lr: 1.000e-03, eta: 1 day, 20:39:55, time: 1.999, data_time: 0.031, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8617, loss_cls: 1.2645, loss: 1.2645, grad_norm: 8.5392 2020-07-31 19:01:41,167 - mmaction - INFO - Epoch [79][340/3757] lr: 1.000e-03, eta: 1 day, 20:39:16, time: 1.961, data_time: 0.010, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8648, loss_cls: 1.3106, loss: 1.3106, grad_norm: 8.6895 2020-07-31 19:02:16,243 - mmaction - INFO - Epoch [79][360/3757] lr: 1.000e-03, eta: 1 day, 20:38:36, time: 1.756, data_time: 0.036, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8586, loss_cls: 1.3089, loss: 1.3089, grad_norm: 8.5645 2020-07-31 19:02:56,387 - mmaction - INFO - Epoch [79][380/3757] lr: 1.000e-03, eta: 1 day, 20:37:57, time: 2.007, data_time: 0.009, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8672, loss_cls: 1.3460, loss: 1.3460, grad_norm: 8.7506 2020-07-31 19:03:38,592 - mmaction - INFO - Epoch [79][400/3757] lr: 1.000e-03, eta: 1 day, 20:37:19, time: 2.110, data_time: 0.002, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8625, loss_cls: 1.3211, loss: 1.3211, grad_norm: 8.6206 2020-07-31 19:04:16,566 - mmaction - INFO - Epoch [79][420/3757] lr: 1.000e-03, eta: 1 day, 20:36:39, time: 1.891, data_time: 0.077, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8648, loss_cls: 1.3049, loss: 1.3049, grad_norm: 8.5738 2020-07-31 19:04:56,405 - mmaction - INFO - Epoch [79][440/3757] lr: 1.000e-03, eta: 1 day, 20:36:00, time: 1.996, data_time: 0.037, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8742, loss_cls: 1.2218, loss: 1.2218, grad_norm: 8.6189 2020-07-31 19:05:34,687 - mmaction - INFO - Epoch [79][460/3757] lr: 1.000e-03, eta: 1 day, 20:35:21, time: 1.910, data_time: 0.010, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8586, loss_cls: 1.3253, loss: 1.3253, grad_norm: 8.5541 2020-07-31 19:06:13,346 - mmaction - INFO - Epoch [79][480/3757] lr: 1.000e-03, eta: 1 day, 20:34:42, time: 1.938, data_time: 0.010, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8602, loss_cls: 1.3411, loss: 1.3411, grad_norm: 8.7733 2020-07-31 19:06:53,003 - mmaction - INFO - Epoch [79][500/3757] lr: 1.000e-03, eta: 1 day, 20:34:03, time: 1.983, data_time: 0.013, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8672, loss_cls: 1.2925, loss: 1.2925, grad_norm: 8.5760 2020-07-31 19:07:30,070 - mmaction - INFO - Epoch [79][520/3757] lr: 1.000e-03, eta: 1 day, 20:33:23, time: 1.852, data_time: 0.012, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8656, loss_cls: 1.2878, loss: 1.2878, grad_norm: 8.8892 2020-07-31 19:08:06,435 - mmaction - INFO - Epoch [79][540/3757] lr: 1.000e-03, eta: 1 day, 20:32:44, time: 1.817, data_time: 0.265, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8648, loss_cls: 1.3490, loss: 1.3490, grad_norm: 8.6975 2020-07-31 19:08:47,851 - mmaction - INFO - Epoch [79][560/3757] lr: 1.000e-03, eta: 1 day, 20:32:05, time: 2.073, data_time: 0.038, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8711, loss_cls: 1.3464, loss: 1.3464, grad_norm: 8.9529 2020-07-31 19:09:26,528 - mmaction - INFO - Epoch [79][580/3757] lr: 1.000e-03, eta: 1 day, 20:31:26, time: 1.932, data_time: 0.031, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8680, loss_cls: 1.2977, loss: 1.2977, grad_norm: 8.8362 2020-07-31 19:10:03,286 - mmaction - INFO - Epoch [79][600/3757] lr: 1.000e-03, eta: 1 day, 20:30:46, time: 1.841, data_time: 0.006, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8727, loss_cls: 1.2482, loss: 1.2482, grad_norm: 8.4891 2020-07-31 19:10:45,801 - mmaction - INFO - Epoch [79][620/3757] lr: 1.000e-03, eta: 1 day, 20:30:08, time: 2.123, data_time: 0.005, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8508, loss_cls: 1.3743, loss: 1.3743, grad_norm: 9.1661 2020-07-31 19:11:22,766 - mmaction - INFO - Epoch [79][640/3757] lr: 1.000e-03, eta: 1 day, 20:29:29, time: 1.843, data_time: 0.011, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8672, loss_cls: 1.2944, loss: 1.2944, grad_norm: 8.6591 2020-07-31 19:12:03,968 - mmaction - INFO - Epoch [79][660/3757] lr: 1.000e-03, eta: 1 day, 20:28:50, time: 2.068, data_time: 0.011, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8695, loss_cls: 1.2959, loss: 1.2959, grad_norm: 8.8408 2020-07-31 19:12:43,452 - mmaction - INFO - Epoch [79][680/3757] lr: 1.000e-03, eta: 1 day, 20:28:11, time: 1.974, data_time: 0.007, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8703, loss_cls: 1.3220, loss: 1.3220, grad_norm: 8.8275 2020-07-31 19:13:23,585 - mmaction - INFO - Epoch [79][700/3757] lr: 1.000e-03, eta: 1 day, 20:27:32, time: 2.005, data_time: 0.003, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8641, loss_cls: 1.3784, loss: 1.3784, grad_norm: 8.9020 2020-07-31 19:14:02,894 - mmaction - INFO - Epoch [79][720/3757] lr: 1.000e-03, eta: 1 day, 20:26:53, time: 1.967, data_time: 0.015, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8633, loss_cls: 1.3386, loss: 1.3386, grad_norm: 8.7055 2020-07-31 19:14:41,637 - mmaction - INFO - Epoch [79][740/3757] lr: 1.000e-03, eta: 1 day, 20:26:14, time: 1.937, data_time: 0.002, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8578, loss_cls: 1.3379, loss: 1.3379, grad_norm: 8.8826 2020-07-31 19:15:18,952 - mmaction - INFO - Epoch [79][760/3757] lr: 1.000e-03, eta: 1 day, 20:25:35, time: 1.861, data_time: 0.008, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8688, loss_cls: 1.2809, loss: 1.2809, grad_norm: 8.3834 2020-07-31 19:15:57,741 - mmaction - INFO - Epoch [79][780/3757] lr: 1.000e-03, eta: 1 day, 20:24:56, time: 1.942, data_time: 0.012, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8547, loss_cls: 1.3085, loss: 1.3085, grad_norm: 8.2910 2020-07-31 19:16:37,188 - mmaction - INFO - Epoch [79][800/3757] lr: 1.000e-03, eta: 1 day, 20:24:17, time: 1.967, data_time: 0.009, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8773, loss_cls: 1.2678, loss: 1.2678, grad_norm: 8.7274 2020-07-31 19:17:14,955 - mmaction - INFO - Epoch [79][820/3757] lr: 1.000e-03, eta: 1 day, 20:23:37, time: 1.892, data_time: 0.010, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8695, loss_cls: 1.3306, loss: 1.3306, grad_norm: 8.4523 2020-07-31 19:17:58,165 - mmaction - INFO - Epoch [79][840/3757] lr: 1.000e-03, eta: 1 day, 20:22:59, time: 2.163, data_time: 0.007, memory: 5170, top1_acc: 0.6547, top5_acc: 0.8609, loss_cls: 1.3960, loss: 1.3960, grad_norm: 9.0791 2020-07-31 19:18:36,074 - mmaction - INFO - Epoch [79][860/3757] lr: 1.000e-03, eta: 1 day, 20:22:20, time: 1.897, data_time: 0.008, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8672, loss_cls: 1.2863, loss: 1.2863, grad_norm: 8.4785 2020-07-31 19:19:12,999 - mmaction - INFO - Epoch [79][880/3757] lr: 1.000e-03, eta: 1 day, 20:21:40, time: 1.841, data_time: 0.007, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8672, loss_cls: 1.3144, loss: 1.3144, grad_norm: 8.6765 2020-07-31 19:19:54,042 - mmaction - INFO - Epoch [79][900/3757] lr: 1.000e-03, eta: 1 day, 20:21:02, time: 2.055, data_time: 0.009, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8617, loss_cls: 1.3035, loss: 1.3035, grad_norm: 8.3970 2020-07-31 19:20:32,258 - mmaction - INFO - Epoch [79][920/3757] lr: 1.000e-03, eta: 1 day, 20:20:23, time: 1.906, data_time: 0.008, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8602, loss_cls: 1.3671, loss: 1.3671, grad_norm: 8.6699 2020-07-31 19:21:12,619 - mmaction - INFO - Epoch [79][940/3757] lr: 1.000e-03, eta: 1 day, 20:19:44, time: 2.023, data_time: 0.013, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8586, loss_cls: 1.3623, loss: 1.3623, grad_norm: 8.9064 2020-07-31 19:21:52,583 - mmaction - INFO - Epoch [79][960/3757] lr: 1.000e-03, eta: 1 day, 20:19:05, time: 1.996, data_time: 0.148, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8594, loss_cls: 1.3450, loss: 1.3450, grad_norm: 9.0275 2020-07-31 19:22:29,213 - mmaction - INFO - Epoch [79][980/3757] lr: 1.000e-03, eta: 1 day, 20:18:25, time: 1.835, data_time: 0.032, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8688, loss_cls: 1.2474, loss: 1.2474, grad_norm: 8.5677 2020-07-31 19:23:09,204 - mmaction - INFO - Epoch [79][1000/3757] lr: 1.000e-03, eta: 1 day, 20:17:46, time: 1.993, data_time: 0.034, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8648, loss_cls: 1.3380, loss: 1.3380, grad_norm: 8.8984 2020-07-31 19:23:49,959 - mmaction - INFO - Epoch [79][1020/3757] lr: 1.000e-03, eta: 1 day, 20:17:08, time: 2.044, data_time: 0.008, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8656, loss_cls: 1.3040, loss: 1.3040, grad_norm: 8.7537 2020-07-31 19:24:26,211 - mmaction - INFO - Epoch [79][1040/3757] lr: 1.000e-03, eta: 1 day, 20:16:28, time: 1.808, data_time: 0.007, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8641, loss_cls: 1.3833, loss: 1.3833, grad_norm: 9.0296 2020-07-31 19:25:06,430 - mmaction - INFO - Epoch [79][1060/3757] lr: 1.000e-03, eta: 1 day, 20:15:49, time: 2.012, data_time: 0.265, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8570, loss_cls: 1.3050, loss: 1.3050, grad_norm: 8.8113 2020-07-31 19:25:41,496 - mmaction - INFO - Epoch [79][1080/3757] lr: 1.000e-03, eta: 1 day, 20:15:09, time: 1.755, data_time: 0.108, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8617, loss_cls: 1.3605, loss: 1.3605, grad_norm: 8.8064 2020-07-31 19:26:21,227 - mmaction - INFO - Epoch [79][1100/3757] lr: 1.000e-03, eta: 1 day, 20:14:30, time: 1.984, data_time: 0.868, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.4409, loss: 1.4409, grad_norm: 8.8909 2020-07-31 19:27:03,396 - mmaction - INFO - Epoch [79][1120/3757] lr: 1.000e-03, eta: 1 day, 20:13:52, time: 2.111, data_time: 0.099, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8641, loss_cls: 1.3136, loss: 1.3136, grad_norm: 8.8014 2020-07-31 19:27:37,910 - mmaction - INFO - Epoch [79][1140/3757] lr: 1.000e-03, eta: 1 day, 20:13:12, time: 1.719, data_time: 0.009, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8734, loss_cls: 1.2702, loss: 1.2702, grad_norm: 8.3123 2020-07-31 19:28:16,522 - mmaction - INFO - Epoch [79][1160/3757] lr: 1.000e-03, eta: 1 day, 20:12:33, time: 1.937, data_time: 0.053, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8641, loss_cls: 1.3160, loss: 1.3160, grad_norm: 8.5091 2020-07-31 19:28:58,148 - mmaction - INFO - Epoch [79][1180/3757] lr: 1.000e-03, eta: 1 day, 20:11:54, time: 2.077, data_time: 0.897, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8781, loss_cls: 1.2751, loss: 1.2751, grad_norm: 8.6030 2020-07-31 19:29:35,904 - mmaction - INFO - Epoch [79][1200/3757] lr: 1.000e-03, eta: 1 day, 20:11:15, time: 1.894, data_time: 0.726, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8719, loss_cls: 1.2441, loss: 1.2441, grad_norm: 8.5927 2020-07-31 19:30:13,702 - mmaction - INFO - Epoch [79][1220/3757] lr: 1.000e-03, eta: 1 day, 20:10:35, time: 1.886, data_time: 0.015, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8586, loss_cls: 1.2950, loss: 1.2950, grad_norm: 8.8715 2020-07-31 19:30:54,305 - mmaction - INFO - Epoch [79][1240/3757] lr: 1.000e-03, eta: 1 day, 20:09:57, time: 2.033, data_time: 0.012, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8531, loss_cls: 1.3519, loss: 1.3519, grad_norm: 8.4779 2020-07-31 19:31:32,855 - mmaction - INFO - Epoch [79][1260/3757] lr: 1.000e-03, eta: 1 day, 20:09:18, time: 1.925, data_time: 0.173, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8719, loss_cls: 1.2675, loss: 1.2675, grad_norm: 8.4655 2020-07-31 19:32:14,216 - mmaction - INFO - Epoch [79][1280/3757] lr: 1.000e-03, eta: 1 day, 20:08:39, time: 2.071, data_time: 0.778, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8523, loss_cls: 1.3935, loss: 1.3935, grad_norm: 8.8505 2020-07-31 19:32:52,303 - mmaction - INFO - Epoch [79][1300/3757] lr: 1.000e-03, eta: 1 day, 20:08:00, time: 1.900, data_time: 1.236, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8648, loss_cls: 1.3139, loss: 1.3139, grad_norm: 8.9316 2020-07-31 19:33:30,620 - mmaction - INFO - Epoch [79][1320/3757] lr: 1.000e-03, eta: 1 day, 20:07:21, time: 1.918, data_time: 1.073, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8727, loss_cls: 1.3125, loss: 1.3125, grad_norm: 8.9914 2020-07-31 19:34:06,924 - mmaction - INFO - Epoch [79][1340/3757] lr: 1.000e-03, eta: 1 day, 20:06:41, time: 1.817, data_time: 0.360, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8586, loss_cls: 1.2878, loss: 1.2878, grad_norm: 8.5697 2020-07-31 19:34:45,502 - mmaction - INFO - Epoch [79][1360/3757] lr: 1.000e-03, eta: 1 day, 20:06:02, time: 1.925, data_time: 0.325, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8594, loss_cls: 1.3678, loss: 1.3678, grad_norm: 8.7142 2020-07-31 19:35:27,119 - mmaction - INFO - Epoch [79][1380/3757] lr: 1.000e-03, eta: 1 day, 20:05:23, time: 2.079, data_time: 0.006, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8570, loss_cls: 1.3020, loss: 1.3020, grad_norm: 8.7440 2020-07-31 19:36:01,021 - mmaction - INFO - Epoch [79][1400/3757] lr: 1.000e-03, eta: 1 day, 20:04:43, time: 1.699, data_time: 0.044, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8805, loss_cls: 1.1698, loss: 1.1698, grad_norm: 8.3380 2020-07-31 19:36:44,286 - mmaction - INFO - Epoch [79][1420/3757] lr: 1.000e-03, eta: 1 day, 20:04:05, time: 2.160, data_time: 0.609, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8750, loss_cls: 1.2751, loss: 1.2751, grad_norm: 8.7040 2020-07-31 19:37:18,261 - mmaction - INFO - Epoch [79][1440/3757] lr: 1.000e-03, eta: 1 day, 20:03:24, time: 1.703, data_time: 0.905, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8766, loss_cls: 1.2583, loss: 1.2583, grad_norm: 8.5468 2020-07-31 19:37:58,640 - mmaction - INFO - Epoch [79][1460/3757] lr: 1.000e-03, eta: 1 day, 20:02:46, time: 2.013, data_time: 0.428, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8750, loss_cls: 1.2414, loss: 1.2414, grad_norm: 8.5893 2020-07-31 19:38:35,819 - mmaction - INFO - Epoch [79][1480/3757] lr: 1.000e-03, eta: 1 day, 20:02:06, time: 1.866, data_time: 0.010, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8680, loss_cls: 1.2457, loss: 1.2457, grad_norm: 8.3964 2020-07-31 19:39:17,201 - mmaction - INFO - Epoch [79][1500/3757] lr: 1.000e-03, eta: 1 day, 20:01:28, time: 2.065, data_time: 0.157, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8562, loss_cls: 1.4107, loss: 1.4107, grad_norm: 8.9750 2020-07-31 19:39:57,369 - mmaction - INFO - Epoch [79][1520/3757] lr: 1.000e-03, eta: 1 day, 20:00:49, time: 2.011, data_time: 0.119, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8781, loss_cls: 1.2440, loss: 1.2440, grad_norm: 8.4157 2020-07-31 19:40:32,755 - mmaction - INFO - Epoch [79][1540/3757] lr: 1.000e-03, eta: 1 day, 20:00:09, time: 1.763, data_time: 0.008, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8727, loss_cls: 1.2402, loss: 1.2402, grad_norm: 8.2789 2020-07-31 19:41:13,578 - mmaction - INFO - Epoch [79][1560/3757] lr: 1.000e-03, eta: 1 day, 19:59:30, time: 2.046, data_time: 0.012, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8617, loss_cls: 1.3509, loss: 1.3509, grad_norm: 8.9937 2020-07-31 19:41:53,262 - mmaction - INFO - Epoch [79][1580/3757] lr: 1.000e-03, eta: 1 day, 19:58:51, time: 1.979, data_time: 0.010, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8789, loss_cls: 1.3194, loss: 1.3194, grad_norm: 8.8802 2020-07-31 19:42:28,517 - mmaction - INFO - Epoch [79][1600/3757] lr: 1.000e-03, eta: 1 day, 19:58:11, time: 1.766, data_time: 0.020, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8750, loss_cls: 1.2906, loss: 1.2906, grad_norm: 8.8036 2020-07-31 19:43:08,802 - mmaction - INFO - Epoch [79][1620/3757] lr: 1.000e-03, eta: 1 day, 19:57:33, time: 2.018, data_time: 0.184, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8570, loss_cls: 1.3449, loss: 1.3449, grad_norm: 8.8069 2020-07-31 19:43:46,539 - mmaction - INFO - Epoch [79][1640/3757] lr: 1.000e-03, eta: 1 day, 19:56:53, time: 1.879, data_time: 0.101, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8508, loss_cls: 1.3983, loss: 1.3983, grad_norm: 8.7207 2020-07-31 19:44:26,937 - mmaction - INFO - Epoch [79][1660/3757] lr: 1.000e-03, eta: 1 day, 19:56:14, time: 2.023, data_time: 0.105, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8617, loss_cls: 1.3053, loss: 1.3053, grad_norm: 8.4937 2020-07-31 19:45:08,037 - mmaction - INFO - Epoch [79][1680/3757] lr: 1.000e-03, eta: 1 day, 19:55:36, time: 2.061, data_time: 0.011, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8555, loss_cls: 1.3137, loss: 1.3137, grad_norm: 8.7013 2020-07-31 19:45:43,602 - mmaction - INFO - Epoch [79][1700/3757] lr: 1.000e-03, eta: 1 day, 19:54:56, time: 1.778, data_time: 0.005, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8773, loss_cls: 1.2685, loss: 1.2685, grad_norm: 8.5702 2020-07-31 19:46:26,508 - mmaction - INFO - Epoch [79][1720/3757] lr: 1.000e-03, eta: 1 day, 19:54:18, time: 2.144, data_time: 0.043, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8711, loss_cls: 1.3188, loss: 1.3188, grad_norm: 8.9703 2020-07-31 19:47:04,984 - mmaction - INFO - Epoch [79][1740/3757] lr: 1.000e-03, eta: 1 day, 19:53:39, time: 1.923, data_time: 0.003, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8633, loss_cls: 1.3203, loss: 1.3203, grad_norm: 8.8653 2020-07-31 19:47:44,811 - mmaction - INFO - Epoch [79][1760/3757] lr: 1.000e-03, eta: 1 day, 19:53:00, time: 1.985, data_time: 0.010, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8477, loss_cls: 1.3317, loss: 1.3317, grad_norm: 8.9907 2020-07-31 19:48:25,426 - mmaction - INFO - Epoch [79][1780/3757] lr: 1.000e-03, eta: 1 day, 19:52:21, time: 2.039, data_time: 0.011, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8555, loss_cls: 1.2727, loss: 1.2727, grad_norm: 8.6241 2020-07-31 19:49:05,063 - mmaction - INFO - Epoch [79][1800/3757] lr: 1.000e-03, eta: 1 day, 19:51:42, time: 1.974, data_time: 0.014, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8664, loss_cls: 1.2889, loss: 1.2889, grad_norm: 8.5079 2020-07-31 19:49:40,404 - mmaction - INFO - Epoch [79][1820/3757] lr: 1.000e-03, eta: 1 day, 19:51:02, time: 1.774, data_time: 0.014, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8633, loss_cls: 1.3605, loss: 1.3605, grad_norm: 8.8340 2020-07-31 19:50:19,462 - mmaction - INFO - Epoch [79][1840/3757] lr: 1.000e-03, eta: 1 day, 19:50:23, time: 1.950, data_time: 0.395, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8523, loss_cls: 1.3119, loss: 1.3119, grad_norm: 8.5947 2020-07-31 19:50:57,861 - mmaction - INFO - Epoch [79][1860/3757] lr: 1.000e-03, eta: 1 day, 19:49:44, time: 1.923, data_time: 0.767, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8523, loss_cls: 1.3894, loss: 1.3894, grad_norm: 9.0911 2020-07-31 19:51:38,155 - mmaction - INFO - Epoch [79][1880/3757] lr: 1.000e-03, eta: 1 day, 19:49:05, time: 2.005, data_time: 0.120, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8555, loss_cls: 1.3144, loss: 1.3144, grad_norm: 8.6382 2020-07-31 19:52:17,175 - mmaction - INFO - Epoch [79][1900/3757] lr: 1.000e-03, eta: 1 day, 19:48:26, time: 1.954, data_time: 0.012, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8625, loss_cls: 1.3225, loss: 1.3225, grad_norm: 8.8227 2020-07-31 19:52:55,169 - mmaction - INFO - Epoch [79][1920/3757] lr: 1.000e-03, eta: 1 day, 19:47:47, time: 1.906, data_time: 0.058, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8672, loss_cls: 1.3135, loss: 1.3135, grad_norm: 9.1599 2020-07-31 19:53:35,067 - mmaction - INFO - Epoch [79][1940/3757] lr: 1.000e-03, eta: 1 day, 19:47:08, time: 1.996, data_time: 0.003, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8664, loss_cls: 1.2939, loss: 1.2939, grad_norm: 8.5832 2020-07-31 19:54:14,507 - mmaction - INFO - Epoch [79][1960/3757] lr: 1.000e-03, eta: 1 day, 19:46:29, time: 1.965, data_time: 0.008, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8758, loss_cls: 1.2095, loss: 1.2095, grad_norm: 8.2991 2020-07-31 19:54:53,180 - mmaction - INFO - Epoch [79][1980/3757] lr: 1.000e-03, eta: 1 day, 19:45:50, time: 1.937, data_time: 0.009, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8812, loss_cls: 1.2563, loss: 1.2563, grad_norm: 8.7638 2020-07-31 19:55:35,173 - mmaction - INFO - Epoch [79][2000/3757] lr: 1.000e-03, eta: 1 day, 19:45:12, time: 2.102, data_time: 0.010, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8672, loss_cls: 1.2757, loss: 1.2757, grad_norm: 8.7420 2020-07-31 19:56:13,866 - mmaction - INFO - Epoch [79][2020/3757] lr: 1.000e-03, eta: 1 day, 19:44:32, time: 1.934, data_time: 0.003, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8711, loss_cls: 1.3242, loss: 1.3242, grad_norm: 9.3325 2020-07-31 19:56:52,453 - mmaction - INFO - Epoch [79][2040/3757] lr: 1.000e-03, eta: 1 day, 19:43:53, time: 1.924, data_time: 0.009, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8609, loss_cls: 1.3500, loss: 1.3500, grad_norm: 8.5034 2020-07-31 19:57:32,055 - mmaction - INFO - Epoch [79][2060/3757] lr: 1.000e-03, eta: 1 day, 19:43:14, time: 1.987, data_time: 0.009, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8703, loss_cls: 1.3028, loss: 1.3028, grad_norm: 8.7476 2020-07-31 19:58:10,967 - mmaction - INFO - Epoch [79][2080/3757] lr: 1.000e-03, eta: 1 day, 19:42:35, time: 1.944, data_time: 0.008, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8672, loss_cls: 1.3303, loss: 1.3303, grad_norm: 9.0693 2020-07-31 19:58:48,970 - mmaction - INFO - Epoch [79][2100/3757] lr: 1.000e-03, eta: 1 day, 19:41:56, time: 1.900, data_time: 0.004, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8844, loss_cls: 1.2080, loss: 1.2080, grad_norm: 8.5079 2020-07-31 19:59:28,929 - mmaction - INFO - Epoch [79][2120/3757] lr: 1.000e-03, eta: 1 day, 19:41:17, time: 1.991, data_time: 0.009, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8703, loss_cls: 1.2832, loss: 1.2832, grad_norm: 8.5245 2020-07-31 20:00:09,257 - mmaction - INFO - Epoch [79][2140/3757] lr: 1.000e-03, eta: 1 day, 19:40:38, time: 2.013, data_time: 0.010, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8617, loss_cls: 1.3578, loss: 1.3578, grad_norm: 8.9209 2020-07-31 20:00:48,761 - mmaction - INFO - Epoch [79][2160/3757] lr: 1.000e-03, eta: 1 day, 19:39:59, time: 1.986, data_time: 0.022, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8719, loss_cls: 1.2717, loss: 1.2717, grad_norm: 8.4773 2020-07-31 20:01:26,203 - mmaction - INFO - Epoch [79][2180/3757] lr: 1.000e-03, eta: 1 day, 19:39:20, time: 1.871, data_time: 0.003, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.3061, loss: 1.3061, grad_norm: 9.0988 2020-07-31 20:02:07,139 - mmaction - INFO - Epoch [79][2200/3757] lr: 1.000e-03, eta: 1 day, 19:38:41, time: 2.045, data_time: 0.027, memory: 5170, top1_acc: 0.6500, top5_acc: 0.8516, loss_cls: 1.3986, loss: 1.3986, grad_norm: 9.0475 2020-07-31 20:02:45,485 - mmaction - INFO - Epoch [79][2220/3757] lr: 1.000e-03, eta: 1 day, 19:38:02, time: 1.919, data_time: 0.009, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8734, loss_cls: 1.2764, loss: 1.2764, grad_norm: 8.6785 2020-07-31 20:03:26,278 - mmaction - INFO - Epoch [79][2240/3757] lr: 1.000e-03, eta: 1 day, 19:37:24, time: 2.033, data_time: 0.009, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8719, loss_cls: 1.2996, loss: 1.2996, grad_norm: 9.0657 2020-07-31 20:04:06,461 - mmaction - INFO - Epoch [79][2260/3757] lr: 1.000e-03, eta: 1 day, 19:36:45, time: 2.017, data_time: 0.010, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8758, loss_cls: 1.3320, loss: 1.3320, grad_norm: 8.9755 2020-07-31 20:04:45,669 - mmaction - INFO - Epoch [79][2280/3757] lr: 1.000e-03, eta: 1 day, 19:36:06, time: 1.961, data_time: 0.002, memory: 5170, top1_acc: 0.6523, top5_acc: 0.8719, loss_cls: 1.3247, loss: 1.3247, grad_norm: 8.8813 2020-07-31 20:05:20,485 - mmaction - INFO - Epoch [79][2300/3757] lr: 1.000e-03, eta: 1 day, 19:35:26, time: 1.739, data_time: 0.007, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8828, loss_cls: 1.1904, loss: 1.1904, grad_norm: 8.5091 2020-07-31 20:05:57,796 - mmaction - INFO - Epoch [79][2320/3757] lr: 1.000e-03, eta: 1 day, 19:34:46, time: 1.864, data_time: 0.047, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8617, loss_cls: 1.3218, loss: 1.3218, grad_norm: 8.9172 2020-07-31 20:06:39,505 - mmaction - INFO - Epoch [79][2340/3757] lr: 1.000e-03, eta: 1 day, 19:34:08, time: 2.086, data_time: 0.564, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8664, loss_cls: 1.2979, loss: 1.2979, grad_norm: 8.8187 2020-07-31 20:07:18,169 - mmaction - INFO - Epoch [79][2360/3757] lr: 1.000e-03, eta: 1 day, 19:33:29, time: 1.935, data_time: 0.331, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8836, loss_cls: 1.2035, loss: 1.2035, grad_norm: 8.4925 2020-07-31 20:07:56,109 - mmaction - INFO - Epoch [79][2380/3757] lr: 1.000e-03, eta: 1 day, 19:32:49, time: 1.887, data_time: 0.008, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8648, loss_cls: 1.2933, loss: 1.2933, grad_norm: 8.7454 2020-07-31 20:08:34,574 - mmaction - INFO - Epoch [79][2400/3757] lr: 1.000e-03, eta: 1 day, 19:32:10, time: 1.930, data_time: 0.017, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8516, loss_cls: 1.4160, loss: 1.4160, grad_norm: 9.2598 2020-07-31 20:09:14,136 - mmaction - INFO - Epoch [79][2420/3757] lr: 1.000e-03, eta: 1 day, 19:31:31, time: 1.977, data_time: 0.011, memory: 5170, top1_acc: 0.6391, top5_acc: 0.8461, loss_cls: 1.4658, loss: 1.4658, grad_norm: 9.3035 2020-07-31 20:09:57,226 - mmaction - INFO - Epoch [79][2440/3757] lr: 1.000e-03, eta: 1 day, 19:30:53, time: 2.157, data_time: 0.010, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8703, loss_cls: 1.3443, loss: 1.3443, grad_norm: 9.1124 2020-07-31 20:10:34,067 - mmaction - INFO - Epoch [79][2460/3757] lr: 1.000e-03, eta: 1 day, 19:30:13, time: 1.836, data_time: 0.008, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8750, loss_cls: 1.2596, loss: 1.2596, grad_norm: 8.6310 2020-07-31 20:11:12,322 - mmaction - INFO - Epoch [79][2480/3757] lr: 1.000e-03, eta: 1 day, 19:29:34, time: 1.919, data_time: 0.017, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8664, loss_cls: 1.2834, loss: 1.2834, grad_norm: 8.5758 2020-07-31 20:11:54,195 - mmaction - INFO - Epoch [79][2500/3757] lr: 1.000e-03, eta: 1 day, 19:28:56, time: 2.088, data_time: 0.009, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8617, loss_cls: 1.3267, loss: 1.3267, grad_norm: 8.7364 2020-07-31 20:12:29,141 - mmaction - INFO - Epoch [79][2520/3757] lr: 1.000e-03, eta: 1 day, 19:28:16, time: 1.754, data_time: 0.012, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8672, loss_cls: 1.2914, loss: 1.2914, grad_norm: 8.7932 2020-07-31 20:13:06,336 - mmaction - INFO - Epoch [79][2540/3757] lr: 1.000e-03, eta: 1 day, 19:27:36, time: 1.852, data_time: 0.007, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8664, loss_cls: 1.3361, loss: 1.3361, grad_norm: 9.1872 2020-07-31 20:13:43,542 - mmaction - INFO - Epoch [79][2560/3757] lr: 1.000e-03, eta: 1 day, 19:26:57, time: 1.867, data_time: 0.011, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8680, loss_cls: 1.3336, loss: 1.3336, grad_norm: 8.8734 2020-07-31 20:14:23,126 - mmaction - INFO - Epoch [79][2580/3757] lr: 1.000e-03, eta: 1 day, 19:26:18, time: 1.970, data_time: 0.008, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8602, loss_cls: 1.3132, loss: 1.3132, grad_norm: 8.5498 2020-07-31 20:15:01,151 - mmaction - INFO - Epoch [79][2600/3757] lr: 1.000e-03, eta: 1 day, 19:25:38, time: 1.910, data_time: 0.011, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8766, loss_cls: 1.2732, loss: 1.2732, grad_norm: 8.7185 2020-07-31 20:15:43,555 - mmaction - INFO - Epoch [79][2620/3757] lr: 1.000e-03, eta: 1 day, 19:25:00, time: 2.114, data_time: 0.010, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8656, loss_cls: 1.3972, loss: 1.3972, grad_norm: 9.2580 2020-07-31 20:16:23,351 - mmaction - INFO - Epoch [79][2640/3757] lr: 1.000e-03, eta: 1 day, 19:24:21, time: 1.995, data_time: 0.009, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8672, loss_cls: 1.3134, loss: 1.3134, grad_norm: 8.8510 2020-07-31 20:17:01,830 - mmaction - INFO - Epoch [79][2660/3757] lr: 1.000e-03, eta: 1 day, 19:23:42, time: 1.917, data_time: 0.007, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8719, loss_cls: 1.2743, loss: 1.2743, grad_norm: 8.7649 2020-07-31 20:17:41,995 - mmaction - INFO - Epoch [79][2680/3757] lr: 1.000e-03, eta: 1 day, 19:23:03, time: 2.012, data_time: 0.166, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8570, loss_cls: 1.3278, loss: 1.3278, grad_norm: 8.7141 2020-07-31 20:18:21,640 - mmaction - INFO - Epoch [79][2700/3757] lr: 1.000e-03, eta: 1 day, 19:22:24, time: 1.986, data_time: 0.114, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8656, loss_cls: 1.2824, loss: 1.2824, grad_norm: 8.7764 2020-07-31 20:19:01,185 - mmaction - INFO - Epoch [79][2720/3757] lr: 1.000e-03, eta: 1 day, 19:21:45, time: 1.977, data_time: 0.002, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8516, loss_cls: 1.3882, loss: 1.3882, grad_norm: 8.6903 2020-07-31 20:19:41,574 - mmaction - INFO - Epoch [79][2740/3757] lr: 1.000e-03, eta: 1 day, 19:21:07, time: 2.011, data_time: 0.010, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8578, loss_cls: 1.3552, loss: 1.3552, grad_norm: 8.7615 2020-07-31 20:20:18,847 - mmaction - INFO - Epoch [79][2760/3757] lr: 1.000e-03, eta: 1 day, 19:20:27, time: 1.866, data_time: 0.227, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8516, loss_cls: 1.3884, loss: 1.3884, grad_norm: 8.8243 2020-07-31 20:20:55,118 - mmaction - INFO - Epoch [79][2780/3757] lr: 1.000e-03, eta: 1 day, 19:19:47, time: 1.820, data_time: 0.942, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8648, loss_cls: 1.2722, loss: 1.2722, grad_norm: 8.7918 2020-07-31 20:21:39,103 - mmaction - INFO - Epoch [79][2800/3757] lr: 1.000e-03, eta: 1 day, 19:19:10, time: 2.199, data_time: 0.135, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8727, loss_cls: 1.2983, loss: 1.2983, grad_norm: 8.7262 2020-07-31 20:22:14,097 - mmaction - INFO - Epoch [79][2820/3757] lr: 1.000e-03, eta: 1 day, 19:18:30, time: 1.747, data_time: 0.002, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8773, loss_cls: 1.2902, loss: 1.2902, grad_norm: 8.7186 2020-07-31 20:22:51,751 - mmaction - INFO - Epoch [79][2840/3757] lr: 1.000e-03, eta: 1 day, 19:17:50, time: 1.884, data_time: 0.010, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8586, loss_cls: 1.3435, loss: 1.3435, grad_norm: 9.2708 2020-07-31 20:23:30,008 - mmaction - INFO - Epoch [79][2860/3757] lr: 1.000e-03, eta: 1 day, 19:17:11, time: 1.910, data_time: 0.004, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8445, loss_cls: 1.3341, loss: 1.3341, grad_norm: 8.8619 2020-07-31 20:24:11,353 - mmaction - INFO - Epoch [79][2880/3757] lr: 1.000e-03, eta: 1 day, 19:16:32, time: 2.071, data_time: 0.006, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8727, loss_cls: 1.2357, loss: 1.2357, grad_norm: 8.7110 2020-07-31 20:24:48,292 - mmaction - INFO - Epoch [79][2900/3757] lr: 1.000e-03, eta: 1 day, 19:15:53, time: 1.845, data_time: 0.002, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8734, loss_cls: 1.2768, loss: 1.2768, grad_norm: 8.8848 2020-07-31 20:25:28,741 - mmaction - INFO - Epoch [79][2920/3757] lr: 1.000e-03, eta: 1 day, 19:15:14, time: 2.017, data_time: 0.100, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8531, loss_cls: 1.2934, loss: 1.2934, grad_norm: 8.5337 2020-07-31 20:26:03,395 - mmaction - INFO - Epoch [79][2940/3757] lr: 1.000e-03, eta: 1 day, 19:14:34, time: 1.737, data_time: 0.127, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8750, loss_cls: 1.3119, loss: 1.3119, grad_norm: 8.6994 2020-07-31 20:26:49,430 - mmaction - INFO - Epoch [79][2960/3757] lr: 1.000e-03, eta: 1 day, 19:13:57, time: 2.301, data_time: 0.245, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8508, loss_cls: 1.4037, loss: 1.4037, grad_norm: 9.0601 2020-07-31 20:27:23,812 - mmaction - INFO - Epoch [79][2980/3757] lr: 1.000e-03, eta: 1 day, 19:13:16, time: 1.718, data_time: 0.011, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8883, loss_cls: 1.1501, loss: 1.1501, grad_norm: 8.3575 2020-07-31 20:28:02,477 - mmaction - INFO - Epoch [79][3000/3757] lr: 1.000e-03, eta: 1 day, 19:12:37, time: 1.935, data_time: 0.009, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8695, loss_cls: 1.2822, loss: 1.2822, grad_norm: 8.5872 2020-07-31 20:28:41,162 - mmaction - INFO - Epoch [79][3020/3757] lr: 1.000e-03, eta: 1 day, 19:11:58, time: 1.936, data_time: 0.092, memory: 5170, top1_acc: 0.6445, top5_acc: 0.8383, loss_cls: 1.4291, loss: 1.4291, grad_norm: 9.1079 2020-07-31 20:29:19,056 - mmaction - INFO - Epoch [79][3040/3757] lr: 1.000e-03, eta: 1 day, 19:11:19, time: 1.886, data_time: 0.008, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8711, loss_cls: 1.3190, loss: 1.3190, grad_norm: 9.0403 2020-07-31 20:29:55,558 - mmaction - INFO - Epoch [79][3060/3757] lr: 1.000e-03, eta: 1 day, 19:10:39, time: 1.834, data_time: 0.053, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8609, loss_cls: 1.3316, loss: 1.3316, grad_norm: 8.9901 2020-07-31 20:30:36,969 - mmaction - INFO - Epoch [79][3080/3757] lr: 1.000e-03, eta: 1 day, 19:10:00, time: 2.067, data_time: 0.014, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8484, loss_cls: 1.3809, loss: 1.3809, grad_norm: 8.9118 2020-07-31 20:31:19,818 - mmaction - INFO - Epoch [79][3100/3757] lr: 1.000e-03, eta: 1 day, 19:09:22, time: 2.137, data_time: 0.009, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8641, loss_cls: 1.2563, loss: 1.2563, grad_norm: 8.6035 2020-07-31 20:31:58,974 - mmaction - INFO - Epoch [79][3120/3757] lr: 1.000e-03, eta: 1 day, 19:08:43, time: 1.958, data_time: 0.012, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8648, loss_cls: 1.3226, loss: 1.3226, grad_norm: 8.6578 2020-07-31 20:32:41,784 - mmaction - INFO - Epoch [79][3140/3757] lr: 1.000e-03, eta: 1 day, 19:08:05, time: 2.149, data_time: 0.011, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8688, loss_cls: 1.3163, loss: 1.3163, grad_norm: 9.0194 2020-07-31 20:33:18,389 - mmaction - INFO - Epoch [79][3160/3757] lr: 1.000e-03, eta: 1 day, 19:07:26, time: 1.826, data_time: 0.005, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8758, loss_cls: 1.2937, loss: 1.2937, grad_norm: 8.6999 2020-07-31 20:33:52,040 - mmaction - INFO - Epoch [79][3180/3757] lr: 1.000e-03, eta: 1 day, 19:06:45, time: 1.684, data_time: 0.537, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8570, loss_cls: 1.3230, loss: 1.3230, grad_norm: 9.0637 2020-07-31 20:34:34,077 - mmaction - INFO - Epoch [79][3200/3757] lr: 1.000e-03, eta: 1 day, 19:06:07, time: 2.094, data_time: 1.395, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8562, loss_cls: 1.3416, loss: 1.3416, grad_norm: 8.9229 2020-07-31 20:35:13,029 - mmaction - INFO - Epoch [79][3220/3757] lr: 1.000e-03, eta: 1 day, 19:05:28, time: 1.953, data_time: 0.759, memory: 5170, top1_acc: 0.6531, top5_acc: 0.8539, loss_cls: 1.3859, loss: 1.3859, grad_norm: 8.9939 2020-07-31 20:35:53,338 - mmaction - INFO - Epoch [79][3240/3757] lr: 1.000e-03, eta: 1 day, 19:04:49, time: 2.019, data_time: 0.556, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8617, loss_cls: 1.3097, loss: 1.3097, grad_norm: 8.6993 2020-07-31 20:36:29,890 - mmaction - INFO - Epoch [79][3260/3757] lr: 1.000e-03, eta: 1 day, 19:04:09, time: 1.823, data_time: 0.662, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8609, loss_cls: 1.3258, loss: 1.3258, grad_norm: 9.0461 2020-07-31 20:37:11,221 - mmaction - INFO - Epoch [79][3280/3757] lr: 1.000e-03, eta: 1 day, 19:03:31, time: 2.066, data_time: 0.885, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8641, loss_cls: 1.3155, loss: 1.3155, grad_norm: 9.0148 2020-07-31 20:37:52,726 - mmaction - INFO - Epoch [79][3300/3757] lr: 1.000e-03, eta: 1 day, 19:02:52, time: 2.080, data_time: 0.166, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8656, loss_cls: 1.3297, loss: 1.3297, grad_norm: 8.7083 2020-07-31 20:38:28,080 - mmaction - INFO - Epoch [79][3320/3757] lr: 1.000e-03, eta: 1 day, 19:02:12, time: 1.769, data_time: 0.010, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8773, loss_cls: 1.2759, loss: 1.2759, grad_norm: 8.8338 2020-07-31 20:39:08,513 - mmaction - INFO - Epoch [79][3340/3757] lr: 1.000e-03, eta: 1 day, 19:01:34, time: 2.015, data_time: 0.164, memory: 5170, top1_acc: 0.6555, top5_acc: 0.8625, loss_cls: 1.3617, loss: 1.3617, grad_norm: 8.9027 2020-07-31 20:39:46,330 - mmaction - INFO - Epoch [79][3360/3757] lr: 1.000e-03, eta: 1 day, 19:00:54, time: 1.897, data_time: 0.085, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8641, loss_cls: 1.3134, loss: 1.3134, grad_norm: 8.8374 2020-07-31 20:40:24,928 - mmaction - INFO - Epoch [79][3380/3757] lr: 1.000e-03, eta: 1 day, 19:00:15, time: 1.927, data_time: 0.078, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8656, loss_cls: 1.3517, loss: 1.3517, grad_norm: 8.9005 2020-07-31 20:41:06,189 - mmaction - INFO - Epoch [79][3400/3757] lr: 1.000e-03, eta: 1 day, 18:59:37, time: 2.064, data_time: 0.008, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8672, loss_cls: 1.2635, loss: 1.2635, grad_norm: 8.3992 2020-07-31 20:41:42,724 - mmaction - INFO - Epoch [79][3420/3757] lr: 1.000e-03, eta: 1 day, 18:58:57, time: 1.816, data_time: 0.009, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8555, loss_cls: 1.4009, loss: 1.4009, grad_norm: 9.0145 2020-07-31 20:42:22,421 - mmaction - INFO - Epoch [79][3440/3757] lr: 1.000e-03, eta: 1 day, 18:58:18, time: 1.996, data_time: 0.015, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2855, loss: 1.2855, grad_norm: 8.9297 2020-07-31 20:43:02,038 - mmaction - INFO - Epoch [79][3460/3757] lr: 1.000e-03, eta: 1 day, 18:57:39, time: 1.983, data_time: 0.010, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8633, loss_cls: 1.3564, loss: 1.3564, grad_norm: 9.0247 2020-07-31 20:43:40,558 - mmaction - INFO - Epoch [79][3480/3757] lr: 1.000e-03, eta: 1 day, 18:57:00, time: 1.926, data_time: 0.007, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8438, loss_cls: 1.4239, loss: 1.4239, grad_norm: 9.1470 2020-07-31 20:44:17,466 - mmaction - INFO - Epoch [79][3500/3757] lr: 1.000e-03, eta: 1 day, 18:56:20, time: 1.837, data_time: 0.009, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8734, loss_cls: 1.2741, loss: 1.2741, grad_norm: 8.7483 2020-07-31 20:45:00,106 - mmaction - INFO - Epoch [79][3520/3757] lr: 1.000e-03, eta: 1 day, 18:55:42, time: 2.139, data_time: 0.358, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8734, loss_cls: 1.2699, loss: 1.2699, grad_norm: 8.7866 2020-07-31 20:45:39,674 - mmaction - INFO - Epoch [79][3540/3757] lr: 1.000e-03, eta: 1 day, 18:55:03, time: 1.979, data_time: 0.396, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8680, loss_cls: 1.2816, loss: 1.2816, grad_norm: 8.5601 2020-07-31 20:46:18,185 - mmaction - INFO - Epoch [79][3560/3757] lr: 1.000e-03, eta: 1 day, 18:54:24, time: 1.920, data_time: 0.806, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8578, loss_cls: 1.3620, loss: 1.3620, grad_norm: 8.6960 2020-07-31 20:46:58,416 - mmaction - INFO - Epoch [79][3580/3757] lr: 1.000e-03, eta: 1 day, 18:53:45, time: 2.016, data_time: 0.814, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8734, loss_cls: 1.2952, loss: 1.2952, grad_norm: 8.7307 2020-07-31 20:47:40,991 - mmaction - INFO - Epoch [79][3600/3757] lr: 1.000e-03, eta: 1 day, 18:53:07, time: 2.128, data_time: 1.437, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8680, loss_cls: 1.3039, loss: 1.3039, grad_norm: 8.6675 2020-07-31 20:48:14,666 - mmaction - INFO - Epoch [79][3620/3757] lr: 1.000e-03, eta: 1 day, 18:52:27, time: 1.687, data_time: 0.728, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8750, loss_cls: 1.2635, loss: 1.2635, grad_norm: 8.6884 2020-07-31 20:48:56,704 - mmaction - INFO - Epoch [79][3640/3757] lr: 1.000e-03, eta: 1 day, 18:51:48, time: 2.095, data_time: 1.058, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8578, loss_cls: 1.3398, loss: 1.3398, grad_norm: 8.9066 2020-07-31 20:49:33,790 - mmaction - INFO - Epoch [79][3660/3757] lr: 1.000e-03, eta: 1 day, 18:51:09, time: 1.858, data_time: 0.736, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8781, loss_cls: 1.2748, loss: 1.2748, grad_norm: 8.8394 2020-07-31 20:50:11,299 - mmaction - INFO - Epoch [79][3680/3757] lr: 1.000e-03, eta: 1 day, 18:50:29, time: 1.870, data_time: 0.482, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8594, loss_cls: 1.3056, loss: 1.3056, grad_norm: 8.9984 2020-07-31 20:50:51,562 - mmaction - INFO - Epoch [79][3700/3757] lr: 1.000e-03, eta: 1 day, 18:49:51, time: 2.013, data_time: 1.427, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8578, loss_cls: 1.3878, loss: 1.3878, grad_norm: 9.0125 2020-07-31 20:51:32,321 - mmaction - INFO - Epoch [79][3720/3757] lr: 1.000e-03, eta: 1 day, 18:49:12, time: 2.045, data_time: 1.460, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8648, loss_cls: 1.3298, loss: 1.3298, grad_norm: 8.7453 2020-07-31 20:52:12,524 - mmaction - INFO - Epoch [79][3740/3757] lr: 1.000e-03, eta: 1 day, 18:48:33, time: 2.003, data_time: 1.413, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8695, loss_cls: 1.2982, loss: 1.2982, grad_norm: 8.7635 2020-07-31 20:52:34,850 - mmaction - INFO - Saving checkpoint at 79 epochs 2020-07-31 20:53:31,498 - mmaction - INFO - Epoch [80][20/3757] lr: 1.000e-03, eta: 1 day, 18:47:16, time: 2.736, data_time: 0.978, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8719, loss_cls: 1.2957, loss: 1.2957, grad_norm: 8.7469 2020-07-31 20:54:09,990 - mmaction - INFO - Epoch [80][40/3757] lr: 1.000e-03, eta: 1 day, 18:46:37, time: 1.933, data_time: 0.011, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8789, loss_cls: 1.2649, loss: 1.2649, grad_norm: 8.8349 2020-07-31 20:54:50,801 - mmaction - INFO - Epoch [80][60/3757] lr: 1.000e-03, eta: 1 day, 18:45:59, time: 2.039, data_time: 0.002, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8555, loss_cls: 1.3266, loss: 1.3266, grad_norm: 8.8995 2020-07-31 20:55:27,296 - mmaction - INFO - Epoch [80][80/3757] lr: 1.000e-03, eta: 1 day, 18:45:19, time: 1.818, data_time: 0.268, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8758, loss_cls: 1.2548, loss: 1.2548, grad_norm: 8.5080 2020-07-31 20:56:06,891 - mmaction - INFO - Epoch [80][100/3757] lr: 1.000e-03, eta: 1 day, 18:44:40, time: 1.986, data_time: 1.388, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8672, loss_cls: 1.3352, loss: 1.3352, grad_norm: 9.0029 2020-07-31 20:56:48,234 - mmaction - INFO - Epoch [80][120/3757] lr: 1.000e-03, eta: 1 day, 18:44:01, time: 2.062, data_time: 1.501, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8484, loss_cls: 1.4077, loss: 1.4077, grad_norm: 9.0154 2020-07-31 20:57:26,949 - mmaction - INFO - Epoch [80][140/3757] lr: 1.000e-03, eta: 1 day, 18:43:22, time: 1.943, data_time: 1.370, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8703, loss_cls: 1.2914, loss: 1.2914, grad_norm: 8.9366 2020-07-31 20:58:06,908 - mmaction - INFO - Epoch [80][160/3757] lr: 1.000e-03, eta: 1 day, 18:42:44, time: 1.991, data_time: 1.399, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8789, loss_cls: 1.2564, loss: 1.2564, grad_norm: 8.9092 2020-07-31 20:58:42,825 - mmaction - INFO - Epoch [80][180/3757] lr: 1.000e-03, eta: 1 day, 18:42:04, time: 1.802, data_time: 1.209, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8625, loss_cls: 1.3276, loss: 1.3276, grad_norm: 8.7721 2020-07-31 20:59:24,366 - mmaction - INFO - Epoch [80][200/3757] lr: 1.000e-03, eta: 1 day, 18:41:25, time: 2.075, data_time: 1.262, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8578, loss_cls: 1.2988, loss: 1.2988, grad_norm: 8.5277 2020-07-31 21:00:03,173 - mmaction - INFO - Epoch [80][220/3757] lr: 1.000e-03, eta: 1 day, 18:40:46, time: 1.942, data_time: 0.038, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8664, loss_cls: 1.2614, loss: 1.2614, grad_norm: 8.8644 2020-07-31 21:00:41,155 - mmaction - INFO - Epoch [80][240/3757] lr: 1.000e-03, eta: 1 day, 18:40:07, time: 1.888, data_time: 0.442, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8805, loss_cls: 1.2154, loss: 1.2154, grad_norm: 8.4928 2020-07-31 21:01:22,139 - mmaction - INFO - Epoch [80][260/3757] lr: 1.000e-03, eta: 1 day, 18:39:28, time: 2.061, data_time: 1.132, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8688, loss_cls: 1.3192, loss: 1.3192, grad_norm: 8.9554 2020-07-31 21:02:01,036 - mmaction - INFO - Epoch [80][280/3757] lr: 1.000e-03, eta: 1 day, 18:38:49, time: 1.937, data_time: 0.774, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8719, loss_cls: 1.3010, loss: 1.3010, grad_norm: 8.9130 2020-07-31 21:02:40,545 - mmaction - INFO - Epoch [80][300/3757] lr: 1.000e-03, eta: 1 day, 18:38:10, time: 1.981, data_time: 1.416, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8719, loss_cls: 1.2520, loss: 1.2520, grad_norm: 8.6530 2020-07-31 21:03:18,454 - mmaction - INFO - Epoch [80][320/3757] lr: 1.000e-03, eta: 1 day, 18:37:31, time: 1.895, data_time: 1.018, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8625, loss_cls: 1.2747, loss: 1.2747, grad_norm: 8.5984 2020-07-31 21:04:00,684 - mmaction - INFO - Epoch [80][340/3757] lr: 1.000e-03, eta: 1 day, 18:36:53, time: 2.113, data_time: 0.366, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8562, loss_cls: 1.3849, loss: 1.3849, grad_norm: 8.9679 2020-07-31 21:04:38,000 - mmaction - INFO - Epoch [80][360/3757] lr: 1.000e-03, eta: 1 day, 18:36:13, time: 1.856, data_time: 0.104, memory: 5170, top1_acc: 0.6516, top5_acc: 0.8562, loss_cls: 1.4182, loss: 1.4182, grad_norm: 9.2201 2020-07-31 21:05:17,986 - mmaction - INFO - Epoch [80][380/3757] lr: 1.000e-03, eta: 1 day, 18:35:34, time: 2.000, data_time: 0.094, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8539, loss_cls: 1.3365, loss: 1.3365, grad_norm: 8.8212 2020-07-31 21:05:54,930 - mmaction - INFO - Epoch [80][400/3757] lr: 1.000e-03, eta: 1 day, 18:34:55, time: 1.857, data_time: 0.135, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8633, loss_cls: 1.3096, loss: 1.3096, grad_norm: 8.7920 2020-07-31 21:06:33,501 - mmaction - INFO - Epoch [80][420/3757] lr: 1.000e-03, eta: 1 day, 18:34:15, time: 1.920, data_time: 1.279, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8789, loss_cls: 1.2728, loss: 1.2728, grad_norm: 8.6259 2020-07-31 21:07:11,733 - mmaction - INFO - Epoch [80][440/3757] lr: 1.000e-03, eta: 1 day, 18:33:36, time: 1.920, data_time: 1.005, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8914, loss_cls: 1.1743, loss: 1.1743, grad_norm: 8.5412 2020-07-31 21:07:49,739 - mmaction - INFO - Epoch [80][460/3757] lr: 1.000e-03, eta: 1 day, 18:32:57, time: 1.896, data_time: 0.269, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8727, loss_cls: 1.2954, loss: 1.2954, grad_norm: 8.8335 2020-07-31 21:08:29,015 - mmaction - INFO - Epoch [80][480/3757] lr: 1.000e-03, eta: 1 day, 18:32:18, time: 1.968, data_time: 0.291, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8633, loss_cls: 1.3467, loss: 1.3467, grad_norm: 8.7909 2020-07-31 21:09:06,158 - mmaction - INFO - Epoch [80][500/3757] lr: 1.000e-03, eta: 1 day, 18:31:38, time: 1.851, data_time: 0.018, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8703, loss_cls: 1.2480, loss: 1.2480, grad_norm: 8.5038 2020-07-31 21:09:46,703 - mmaction - INFO - Epoch [80][520/3757] lr: 1.000e-03, eta: 1 day, 18:31:00, time: 2.033, data_time: 0.059, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2364, loss: 1.2364, grad_norm: 8.9180 2020-07-31 21:10:26,207 - mmaction - INFO - Epoch [80][540/3757] lr: 1.000e-03, eta: 1 day, 18:30:21, time: 1.968, data_time: 0.014, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8508, loss_cls: 1.3715, loss: 1.3715, grad_norm: 9.0542 2020-07-31 21:11:04,896 - mmaction - INFO - Epoch [80][560/3757] lr: 1.000e-03, eta: 1 day, 18:29:42, time: 1.938, data_time: 0.075, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8531, loss_cls: 1.3393, loss: 1.3393, grad_norm: 8.6716 2020-07-31 21:11:43,842 - mmaction - INFO - Epoch [80][580/3757] lr: 1.000e-03, eta: 1 day, 18:29:02, time: 1.949, data_time: 0.010, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8609, loss_cls: 1.3657, loss: 1.3657, grad_norm: 8.8984 2020-07-31 21:12:24,804 - mmaction - INFO - Epoch [80][600/3757] lr: 1.000e-03, eta: 1 day, 18:28:24, time: 2.041, data_time: 0.034, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8812, loss_cls: 1.2315, loss: 1.2315, grad_norm: 8.9175 2020-07-31 21:13:07,406 - mmaction - INFO - Epoch [80][620/3757] lr: 1.000e-03, eta: 1 day, 18:27:46, time: 2.135, data_time: 0.010, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8656, loss_cls: 1.3155, loss: 1.3155, grad_norm: 9.1146 2020-07-31 21:13:43,911 - mmaction - INFO - Epoch [80][640/3757] lr: 1.000e-03, eta: 1 day, 18:27:06, time: 1.826, data_time: 0.009, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8617, loss_cls: 1.3483, loss: 1.3483, grad_norm: 8.8988 2020-07-31 21:14:22,579 - mmaction - INFO - Epoch [80][660/3757] lr: 1.000e-03, eta: 1 day, 18:26:27, time: 1.935, data_time: 0.009, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8633, loss_cls: 1.3314, loss: 1.3314, grad_norm: 8.9778 2020-07-31 21:14:59,572 - mmaction - INFO - Epoch [80][680/3757] lr: 1.000e-03, eta: 1 day, 18:25:47, time: 1.848, data_time: 0.003, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8773, loss_cls: 1.2303, loss: 1.2303, grad_norm: 8.6524 2020-07-31 21:15:40,297 - mmaction - INFO - Epoch [80][700/3757] lr: 1.000e-03, eta: 1 day, 18:25:09, time: 2.036, data_time: 0.147, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8664, loss_cls: 1.3156, loss: 1.3156, grad_norm: 8.8145 2020-07-31 21:16:17,740 - mmaction - INFO - Epoch [80][720/3757] lr: 1.000e-03, eta: 1 day, 18:24:29, time: 1.874, data_time: 0.151, memory: 5170, top1_acc: 0.6648, top5_acc: 0.8711, loss_cls: 1.3546, loss: 1.3546, grad_norm: 9.1337 2020-07-31 21:16:58,495 - mmaction - INFO - Epoch [80][740/3757] lr: 1.000e-03, eta: 1 day, 18:23:51, time: 2.037, data_time: 0.008, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8664, loss_cls: 1.2625, loss: 1.2625, grad_norm: 8.5645 2020-07-31 21:17:39,264 - mmaction - INFO - Epoch [80][760/3757] lr: 1.000e-03, eta: 1 day, 18:23:12, time: 2.040, data_time: 0.009, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8656, loss_cls: 1.2952, loss: 1.2952, grad_norm: 8.8453 2020-07-31 21:18:18,125 - mmaction - INFO - Epoch [80][780/3757] lr: 1.000e-03, eta: 1 day, 18:22:33, time: 1.942, data_time: 0.003, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8609, loss_cls: 1.3040, loss: 1.3040, grad_norm: 8.7731 2020-07-31 21:18:57,034 - mmaction - INFO - Epoch [80][800/3757] lr: 1.000e-03, eta: 1 day, 18:21:54, time: 1.939, data_time: 0.008, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8586, loss_cls: 1.3954, loss: 1.3954, grad_norm: 9.0762 2020-07-31 21:19:32,727 - mmaction - INFO - Epoch [80][820/3757] lr: 1.000e-03, eta: 1 day, 18:21:14, time: 1.792, data_time: 0.009, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8758, loss_cls: 1.2901, loss: 1.2901, grad_norm: 8.8749 2020-07-31 21:20:14,598 - mmaction - INFO - Epoch [80][840/3757] lr: 1.000e-03, eta: 1 day, 18:20:35, time: 2.087, data_time: 0.237, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8734, loss_cls: 1.3052, loss: 1.3052, grad_norm: 8.6923 2020-07-31 21:20:54,882 - mmaction - INFO - Epoch [80][860/3757] lr: 1.000e-03, eta: 1 day, 18:19:57, time: 2.019, data_time: 0.010, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8477, loss_cls: 1.3471, loss: 1.3471, grad_norm: 8.8666 2020-07-31 21:21:35,375 - mmaction - INFO - Epoch [80][880/3757] lr: 1.000e-03, eta: 1 day, 18:19:18, time: 2.022, data_time: 0.021, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8711, loss_cls: 1.3237, loss: 1.3237, grad_norm: 8.8092 2020-07-31 21:22:13,801 - mmaction - INFO - Epoch [80][900/3757] lr: 1.000e-03, eta: 1 day, 18:18:39, time: 1.917, data_time: 0.044, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8688, loss_cls: 1.2905, loss: 1.2905, grad_norm: 8.6923 2020-07-31 21:22:51,764 - mmaction - INFO - Epoch [80][920/3757] lr: 1.000e-03, eta: 1 day, 18:17:59, time: 1.897, data_time: 0.238, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8727, loss_cls: 1.3065, loss: 1.3065, grad_norm: 8.8049 2020-07-31 21:23:30,531 - mmaction - INFO - Epoch [80][940/3757] lr: 1.000e-03, eta: 1 day, 18:17:20, time: 1.947, data_time: 0.075, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8633, loss_cls: 1.2792, loss: 1.2792, grad_norm: 8.7684 2020-07-31 21:24:09,110 - mmaction - INFO - Epoch [80][960/3757] lr: 1.000e-03, eta: 1 day, 18:16:41, time: 1.929, data_time: 0.199, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8742, loss_cls: 1.3382, loss: 1.3382, grad_norm: 9.0055 2020-07-31 21:24:49,961 - mmaction - INFO - Epoch [80][980/3757] lr: 1.000e-03, eta: 1 day, 18:16:03, time: 2.042, data_time: 0.139, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8602, loss_cls: 1.3303, loss: 1.3303, grad_norm: 8.9830 2020-07-31 21:25:30,668 - mmaction - INFO - Epoch [80][1000/3757] lr: 1.000e-03, eta: 1 day, 18:15:24, time: 2.032, data_time: 0.009, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8570, loss_cls: 1.3604, loss: 1.3604, grad_norm: 8.8349 2020-07-31 21:26:06,031 - mmaction - INFO - Epoch [80][1020/3757] lr: 1.000e-03, eta: 1 day, 18:14:44, time: 1.772, data_time: 0.013, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8820, loss_cls: 1.2435, loss: 1.2435, grad_norm: 8.8052 2020-07-31 21:26:45,887 - mmaction - INFO - Epoch [80][1040/3757] lr: 1.000e-03, eta: 1 day, 18:14:05, time: 1.984, data_time: 0.070, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8617, loss_cls: 1.3755, loss: 1.3755, grad_norm: 9.3722 2020-07-31 21:27:25,864 - mmaction - INFO - Epoch [80][1060/3757] lr: 1.000e-03, eta: 1 day, 18:13:26, time: 2.007, data_time: 0.077, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8680, loss_cls: 1.2557, loss: 1.2557, grad_norm: 8.6683 2020-07-31 21:28:05,936 - mmaction - INFO - Epoch [80][1080/3757] lr: 1.000e-03, eta: 1 day, 18:12:47, time: 2.004, data_time: 0.009, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8586, loss_cls: 1.3387, loss: 1.3387, grad_norm: 8.7376 2020-07-31 21:28:41,761 - mmaction - INFO - Epoch [80][1100/3757] lr: 1.000e-03, eta: 1 day, 18:12:08, time: 1.791, data_time: 0.009, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8547, loss_cls: 1.3459, loss: 1.3459, grad_norm: 9.0019 2020-07-31 21:29:20,148 - mmaction - INFO - Epoch [80][1120/3757] lr: 1.000e-03, eta: 1 day, 18:11:28, time: 1.921, data_time: 0.009, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8758, loss_cls: 1.2714, loss: 1.2714, grad_norm: 8.8162 2020-07-31 21:29:58,873 - mmaction - INFO - Epoch [80][1140/3757] lr: 1.000e-03, eta: 1 day, 18:10:49, time: 1.929, data_time: 0.008, memory: 5170, top1_acc: 0.6617, top5_acc: 0.8641, loss_cls: 1.3430, loss: 1.3430, grad_norm: 9.0929 2020-07-31 21:30:39,715 - mmaction - INFO - Epoch [80][1160/3757] lr: 1.000e-03, eta: 1 day, 18:10:11, time: 2.047, data_time: 0.010, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8680, loss_cls: 1.3178, loss: 1.3178, grad_norm: 8.9283 2020-07-31 21:31:16,061 - mmaction - INFO - Epoch [80][1180/3757] lr: 1.000e-03, eta: 1 day, 18:09:31, time: 1.818, data_time: 0.005, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8578, loss_cls: 1.4052, loss: 1.4052, grad_norm: 8.9766 2020-07-31 21:31:56,281 - mmaction - INFO - Epoch [80][1200/3757] lr: 1.000e-03, eta: 1 day, 18:08:52, time: 2.006, data_time: 0.009, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8922, loss_cls: 1.2161, loss: 1.2161, grad_norm: 8.5242 2020-07-31 21:32:37,499 - mmaction - INFO - Epoch [80][1220/3757] lr: 1.000e-03, eta: 1 day, 18:08:14, time: 2.067, data_time: 0.009, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8664, loss_cls: 1.2911, loss: 1.2911, grad_norm: 8.5822 2020-07-31 21:33:14,022 - mmaction - INFO - Epoch [80][1240/3757] lr: 1.000e-03, eta: 1 day, 18:07:34, time: 1.820, data_time: 0.008, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8578, loss_cls: 1.3084, loss: 1.3084, grad_norm: 8.7882 2020-07-31 21:33:50,928 - mmaction - INFO - Epoch [80][1260/3757] lr: 1.000e-03, eta: 1 day, 18:06:54, time: 1.852, data_time: 0.010, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8711, loss_cls: 1.2706, loss: 1.2706, grad_norm: 8.6732 2020-07-31 21:34:31,653 - mmaction - INFO - Epoch [80][1280/3757] lr: 1.000e-03, eta: 1 day, 18:06:16, time: 2.034, data_time: 0.218, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8719, loss_cls: 1.2794, loss: 1.2794, grad_norm: 8.5423 2020-07-31 21:35:11,476 - mmaction - INFO - Epoch [80][1300/3757] lr: 1.000e-03, eta: 1 day, 18:05:37, time: 1.991, data_time: 0.013, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8750, loss_cls: 1.2518, loss: 1.2518, grad_norm: 8.9555 2020-07-31 21:35:47,618 - mmaction - INFO - Epoch [80][1320/3757] lr: 1.000e-03, eta: 1 day, 18:04:57, time: 1.810, data_time: 0.005, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8797, loss_cls: 1.2564, loss: 1.2564, grad_norm: 9.0076 2020-07-31 21:36:26,218 - mmaction - INFO - Epoch [80][1340/3757] lr: 1.000e-03, eta: 1 day, 18:04:18, time: 1.924, data_time: 0.013, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8836, loss_cls: 1.1887, loss: 1.1887, grad_norm: 8.4334 2020-07-31 21:37:09,582 - mmaction - INFO - Epoch [80][1360/3757] lr: 1.000e-03, eta: 1 day, 18:03:40, time: 2.174, data_time: 0.080, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8789, loss_cls: 1.2647, loss: 1.2647, grad_norm: 8.7499 2020-07-31 21:37:48,959 - mmaction - INFO - Epoch [80][1380/3757] lr: 1.000e-03, eta: 1 day, 18:03:01, time: 1.961, data_time: 0.008, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8484, loss_cls: 1.3874, loss: 1.3874, grad_norm: 9.2262 2020-07-31 21:38:29,301 - mmaction - INFO - Epoch [80][1400/3757] lr: 1.000e-03, eta: 1 day, 18:02:22, time: 2.023, data_time: 0.012, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8742, loss_cls: 1.2818, loss: 1.2818, grad_norm: 8.7131 2020-07-31 21:39:04,531 - mmaction - INFO - Epoch [80][1420/3757] lr: 1.000e-03, eta: 1 day, 18:01:42, time: 1.762, data_time: 0.010, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8570, loss_cls: 1.3369, loss: 1.3369, grad_norm: 8.8857 2020-07-31 21:39:43,770 - mmaction - INFO - Epoch [80][1440/3757] lr: 1.000e-03, eta: 1 day, 18:01:03, time: 1.955, data_time: 0.009, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8703, loss_cls: 1.2316, loss: 1.2316, grad_norm: 8.4776 2020-07-31 21:40:24,923 - mmaction - INFO - Epoch [80][1460/3757] lr: 1.000e-03, eta: 1 day, 18:00:25, time: 2.067, data_time: 0.011, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8766, loss_cls: 1.2535, loss: 1.2535, grad_norm: 8.8286 2020-07-31 21:41:07,033 - mmaction - INFO - Epoch [80][1480/3757] lr: 1.000e-03, eta: 1 day, 17:59:46, time: 2.099, data_time: 0.003, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8773, loss_cls: 1.2647, loss: 1.2647, grad_norm: 8.9873 2020-07-31 21:41:43,082 - mmaction - INFO - Epoch [80][1500/3757] lr: 1.000e-03, eta: 1 day, 17:59:06, time: 1.808, data_time: 0.011, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8766, loss_cls: 1.2336, loss: 1.2336, grad_norm: 8.7173 2020-07-31 21:42:21,983 - mmaction - INFO - Epoch [80][1520/3757] lr: 1.000e-03, eta: 1 day, 17:58:27, time: 1.943, data_time: 0.003, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8531, loss_cls: 1.3938, loss: 1.3938, grad_norm: 9.2531 2020-07-31 21:42:58,229 - mmaction - INFO - Epoch [80][1540/3757] lr: 1.000e-03, eta: 1 day, 17:57:48, time: 1.815, data_time: 0.041, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8750, loss_cls: 1.2408, loss: 1.2408, grad_norm: 8.9083 2020-07-31 21:43:39,578 - mmaction - INFO - Epoch [80][1560/3757] lr: 1.000e-03, eta: 1 day, 17:57:09, time: 2.061, data_time: 0.007, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8711, loss_cls: 1.3335, loss: 1.3335, grad_norm: 9.1088 2020-07-31 21:44:17,255 - mmaction - INFO - Epoch [80][1580/3757] lr: 1.000e-03, eta: 1 day, 17:56:30, time: 1.886, data_time: 0.012, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8680, loss_cls: 1.3163, loss: 1.3163, grad_norm: 9.0118 2020-07-31 21:44:58,992 - mmaction - INFO - Epoch [80][1600/3757] lr: 1.000e-03, eta: 1 day, 17:55:51, time: 2.092, data_time: 0.011, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8797, loss_cls: 1.3028, loss: 1.3028, grad_norm: 8.9795 2020-07-31 21:45:36,029 - mmaction - INFO - Epoch [80][1620/3757] lr: 1.000e-03, eta: 1 day, 17:55:12, time: 1.846, data_time: 0.008, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8789, loss_cls: 1.2582, loss: 1.2582, grad_norm: 8.7589 2020-07-31 21:46:15,474 - mmaction - INFO - Epoch [80][1640/3757] lr: 1.000e-03, eta: 1 day, 17:54:33, time: 1.977, data_time: 0.011, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8477, loss_cls: 1.4350, loss: 1.4350, grad_norm: 9.2627 2020-07-31 21:46:55,241 - mmaction - INFO - Epoch [80][1660/3757] lr: 1.000e-03, eta: 1 day, 17:53:54, time: 1.983, data_time: 0.009, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8734, loss_cls: 1.2927, loss: 1.2927, grad_norm: 8.8800 2020-07-31 21:47:34,123 - mmaction - INFO - Epoch [80][1680/3757] lr: 1.000e-03, eta: 1 day, 17:53:15, time: 1.943, data_time: 0.010, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8695, loss_cls: 1.3089, loss: 1.3089, grad_norm: 9.0402 2020-07-31 21:48:15,954 - mmaction - INFO - Epoch [80][1700/3757] lr: 1.000e-03, eta: 1 day, 17:52:37, time: 2.098, data_time: 0.010, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8523, loss_cls: 1.3754, loss: 1.3754, grad_norm: 8.8456 2020-07-31 21:48:52,713 - mmaction - INFO - Epoch [80][1720/3757] lr: 1.000e-03, eta: 1 day, 17:51:57, time: 1.833, data_time: 0.025, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8617, loss_cls: 1.3102, loss: 1.3102, grad_norm: 8.7766 2020-07-31 21:49:36,317 - mmaction - INFO - Epoch [80][1740/3757] lr: 1.000e-03, eta: 1 day, 17:51:19, time: 2.186, data_time: 0.600, memory: 5170, top1_acc: 0.6586, top5_acc: 0.8609, loss_cls: 1.3860, loss: 1.3860, grad_norm: 9.2051 2020-07-31 21:50:15,570 - mmaction - INFO - Epoch [80][1760/3757] lr: 1.000e-03, eta: 1 day, 17:50:40, time: 1.955, data_time: 1.091, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8688, loss_cls: 1.3029, loss: 1.3029, grad_norm: 9.0073 2020-07-31 21:50:53,489 - mmaction - INFO - Epoch [80][1780/3757] lr: 1.000e-03, eta: 1 day, 17:50:01, time: 1.903, data_time: 1.199, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8789, loss_cls: 1.2462, loss: 1.2462, grad_norm: 8.6084 2020-07-31 21:51:32,388 - mmaction - INFO - Epoch [80][1800/3757] lr: 1.000e-03, eta: 1 day, 17:49:21, time: 1.940, data_time: 1.329, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8703, loss_cls: 1.3085, loss: 1.3085, grad_norm: 8.9860 2020-07-31 21:52:11,105 - mmaction - INFO - Epoch [80][1820/3757] lr: 1.000e-03, eta: 1 day, 17:48:42, time: 1.941, data_time: 1.317, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8531, loss_cls: 1.3592, loss: 1.3592, grad_norm: 8.8386 2020-07-31 21:52:49,127 - mmaction - INFO - Epoch [80][1840/3757] lr: 1.000e-03, eta: 1 day, 17:48:03, time: 1.896, data_time: 1.084, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8695, loss_cls: 1.2712, loss: 1.2712, grad_norm: 8.7259 2020-07-31 21:53:28,375 - mmaction - INFO - Epoch [80][1860/3757] lr: 1.000e-03, eta: 1 day, 17:47:24, time: 1.965, data_time: 0.728, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8773, loss_cls: 1.2346, loss: 1.2346, grad_norm: 8.6420 2020-07-31 21:54:08,736 - mmaction - INFO - Epoch [80][1880/3757] lr: 1.000e-03, eta: 1 day, 17:46:45, time: 2.018, data_time: 0.125, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8633, loss_cls: 1.3475, loss: 1.3475, grad_norm: 9.0709 2020-07-31 21:54:44,348 - mmaction - INFO - Epoch [80][1900/3757] lr: 1.000e-03, eta: 1 day, 17:46:05, time: 1.781, data_time: 0.094, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8617, loss_cls: 1.3621, loss: 1.3621, grad_norm: 9.1906 2020-07-31 21:55:27,546 - mmaction - INFO - Epoch [80][1920/3757] lr: 1.000e-03, eta: 1 day, 17:45:27, time: 2.157, data_time: 0.008, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8695, loss_cls: 1.3334, loss: 1.3334, grad_norm: 8.9622 2020-07-31 21:56:00,578 - mmaction - INFO - Epoch [80][1940/3757] lr: 1.000e-03, eta: 1 day, 17:44:47, time: 1.654, data_time: 0.016, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8656, loss_cls: 1.2897, loss: 1.2897, grad_norm: 8.9333 2020-07-31 21:56:42,589 - mmaction - INFO - Epoch [80][1960/3757] lr: 1.000e-03, eta: 1 day, 17:44:08, time: 2.096, data_time: 0.264, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8547, loss_cls: 1.3711, loss: 1.3711, grad_norm: 9.1731 2020-07-31 21:57:20,159 - mmaction - INFO - Epoch [80][1980/3757] lr: 1.000e-03, eta: 1 day, 17:43:29, time: 1.884, data_time: 0.999, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8539, loss_cls: 1.3459, loss: 1.3459, grad_norm: 9.0832 2020-07-31 21:58:00,153 - mmaction - INFO - Epoch [80][2000/3757] lr: 1.000e-03, eta: 1 day, 17:42:50, time: 1.999, data_time: 1.315, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3540, loss: 1.3540, grad_norm: 9.1382 2020-07-31 21:58:35,756 - mmaction - INFO - Epoch [80][2020/3757] lr: 1.000e-03, eta: 1 day, 17:42:10, time: 1.780, data_time: 1.035, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8586, loss_cls: 1.3998, loss: 1.3998, grad_norm: 9.2739 2020-07-31 21:59:13,254 - mmaction - INFO - Epoch [80][2040/3757] lr: 1.000e-03, eta: 1 day, 17:41:31, time: 1.875, data_time: 1.066, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8680, loss_cls: 1.3114, loss: 1.3114, grad_norm: 8.9388 2020-07-31 21:59:53,435 - mmaction - INFO - Epoch [80][2060/3757] lr: 1.000e-03, eta: 1 day, 17:40:52, time: 2.004, data_time: 0.260, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8648, loss_cls: 1.3408, loss: 1.3408, grad_norm: 9.2189 2020-07-31 22:00:32,217 - mmaction - INFO - Epoch [80][2080/3757] lr: 1.000e-03, eta: 1 day, 17:40:13, time: 1.938, data_time: 0.047, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8570, loss_cls: 1.3661, loss: 1.3661, grad_norm: 8.9097 2020-07-31 22:01:12,495 - mmaction - INFO - Epoch [80][2100/3757] lr: 1.000e-03, eta: 1 day, 17:39:34, time: 2.020, data_time: 0.221, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8719, loss_cls: 1.3244, loss: 1.3244, grad_norm: 9.0037 2020-07-31 22:01:51,241 - mmaction - INFO - Epoch [80][2120/3757] lr: 1.000e-03, eta: 1 day, 17:38:55, time: 1.938, data_time: 0.057, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8531, loss_cls: 1.3413, loss: 1.3413, grad_norm: 8.9887 2020-07-31 22:02:32,784 - mmaction - INFO - Epoch [80][2140/3757] lr: 1.000e-03, eta: 1 day, 17:38:17, time: 2.075, data_time: 0.356, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8484, loss_cls: 1.3609, loss: 1.3609, grad_norm: 8.9903 2020-07-31 22:03:10,658 - mmaction - INFO - Epoch [80][2160/3757] lr: 1.000e-03, eta: 1 day, 17:37:37, time: 1.895, data_time: 0.625, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8523, loss_cls: 1.3943, loss: 1.3943, grad_norm: 9.0583 2020-07-31 22:03:51,020 - mmaction - INFO - Epoch [80][2180/3757] lr: 1.000e-03, eta: 1 day, 17:36:58, time: 2.014, data_time: 0.467, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8797, loss_cls: 1.2635, loss: 1.2635, grad_norm: 8.8748 2020-07-31 22:04:28,907 - mmaction - INFO - Epoch [80][2200/3757] lr: 1.000e-03, eta: 1 day, 17:36:19, time: 1.892, data_time: 0.291, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8586, loss_cls: 1.3013, loss: 1.3013, grad_norm: 8.9564 2020-07-31 22:05:10,542 - mmaction - INFO - Epoch [80][2220/3757] lr: 1.000e-03, eta: 1 day, 17:35:41, time: 2.090, data_time: 0.011, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8656, loss_cls: 1.3047, loss: 1.3047, grad_norm: 8.8550 2020-07-31 22:05:45,573 - mmaction - INFO - Epoch [80][2240/3757] lr: 1.000e-03, eta: 1 day, 17:35:01, time: 1.751, data_time: 0.002, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8531, loss_cls: 1.3377, loss: 1.3377, grad_norm: 8.8863 2020-07-31 22:06:24,329 - mmaction - INFO - Epoch [80][2260/3757] lr: 1.000e-03, eta: 1 day, 17:34:22, time: 1.931, data_time: 0.027, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8594, loss_cls: 1.2289, loss: 1.2289, grad_norm: 8.4514 2020-07-31 22:07:05,167 - mmaction - INFO - Epoch [80][2280/3757] lr: 1.000e-03, eta: 1 day, 17:33:43, time: 2.049, data_time: 0.312, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8672, loss_cls: 1.3450, loss: 1.3450, grad_norm: 9.0298 2020-07-31 22:07:42,366 - mmaction - INFO - Epoch [80][2300/3757] lr: 1.000e-03, eta: 1 day, 17:33:03, time: 1.856, data_time: 0.007, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8633, loss_cls: 1.3266, loss: 1.3266, grad_norm: 8.9863 2020-07-31 22:08:24,154 - mmaction - INFO - Epoch [80][2320/3757] lr: 1.000e-03, eta: 1 day, 17:32:25, time: 2.092, data_time: 0.449, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8648, loss_cls: 1.3438, loss: 1.3438, grad_norm: 8.9437 2020-07-31 22:09:04,286 - mmaction - INFO - Epoch [80][2340/3757] lr: 1.000e-03, eta: 1 day, 17:31:46, time: 2.004, data_time: 0.007, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8477, loss_cls: 1.3680, loss: 1.3680, grad_norm: 9.0415 2020-07-31 22:09:37,957 - mmaction - INFO - Epoch [80][2360/3757] lr: 1.000e-03, eta: 1 day, 17:31:06, time: 1.687, data_time: 0.049, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8633, loss_cls: 1.3383, loss: 1.3383, grad_norm: 9.1368 2020-07-31 22:10:19,871 - mmaction - INFO - Epoch [80][2380/3757] lr: 1.000e-03, eta: 1 day, 17:30:27, time: 2.091, data_time: 0.020, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8547, loss_cls: 1.3277, loss: 1.3277, grad_norm: 8.9404 2020-07-31 22:10:59,038 - mmaction - INFO - Epoch [80][2400/3757] lr: 1.000e-03, eta: 1 day, 17:29:48, time: 1.959, data_time: 0.009, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8781, loss_cls: 1.2915, loss: 1.2915, grad_norm: 8.9224 2020-07-31 22:11:34,991 - mmaction - INFO - Epoch [80][2420/3757] lr: 1.000e-03, eta: 1 day, 17:29:09, time: 1.794, data_time: 0.117, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8805, loss_cls: 1.3290, loss: 1.3290, grad_norm: 9.1594 2020-07-31 22:12:18,589 - mmaction - INFO - Epoch [80][2440/3757] lr: 1.000e-03, eta: 1 day, 17:28:31, time: 2.186, data_time: 0.218, memory: 5170, top1_acc: 0.6570, top5_acc: 0.8617, loss_cls: 1.3540, loss: 1.3540, grad_norm: 9.2656 2020-07-31 22:12:59,551 - mmaction - INFO - Epoch [80][2460/3757] lr: 1.000e-03, eta: 1 day, 17:27:52, time: 2.046, data_time: 0.051, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8617, loss_cls: 1.3007, loss: 1.3007, grad_norm: 8.7490 2020-07-31 22:13:38,388 - mmaction - INFO - Epoch [80][2480/3757] lr: 1.000e-03, eta: 1 day, 17:27:13, time: 1.942, data_time: 0.180, memory: 5170, top1_acc: 0.6680, top5_acc: 0.8570, loss_cls: 1.3686, loss: 1.3686, grad_norm: 8.8257 2020-07-31 22:14:17,125 - mmaction - INFO - Epoch [80][2500/3757] lr: 1.000e-03, eta: 1 day, 17:26:34, time: 1.938, data_time: 0.009, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8719, loss_cls: 1.2836, loss: 1.2836, grad_norm: 8.8580 2020-07-31 22:14:53,925 - mmaction - INFO - Epoch [80][2520/3757] lr: 1.000e-03, eta: 1 day, 17:25:54, time: 1.839, data_time: 0.004, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8656, loss_cls: 1.3054, loss: 1.3054, grad_norm: 8.8243 2020-07-31 22:15:31,680 - mmaction - INFO - Epoch [80][2540/3757] lr: 1.000e-03, eta: 1 day, 17:25:15, time: 1.886, data_time: 0.010, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8672, loss_cls: 1.3013, loss: 1.3013, grad_norm: 8.9307 2020-07-31 22:16:10,893 - mmaction - INFO - Epoch [80][2560/3757] lr: 1.000e-03, eta: 1 day, 17:24:36, time: 1.964, data_time: 0.009, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8711, loss_cls: 1.2901, loss: 1.2901, grad_norm: 8.8786 2020-07-31 22:16:50,037 - mmaction - INFO - Epoch [80][2580/3757] lr: 1.000e-03, eta: 1 day, 17:23:57, time: 1.956, data_time: 0.007, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8625, loss_cls: 1.3634, loss: 1.3634, grad_norm: 8.9491 2020-07-31 22:17:28,897 - mmaction - INFO - Epoch [80][2600/3757] lr: 1.000e-03, eta: 1 day, 17:23:18, time: 1.945, data_time: 0.009, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8547, loss_cls: 1.3428, loss: 1.3428, grad_norm: 9.0338 2020-07-31 22:18:07,094 - mmaction - INFO - Epoch [80][2620/3757] lr: 1.000e-03, eta: 1 day, 17:22:38, time: 1.902, data_time: 0.007, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8664, loss_cls: 1.3733, loss: 1.3733, grad_norm: 9.2348 2020-07-31 22:18:47,683 - mmaction - INFO - Epoch [80][2640/3757] lr: 1.000e-03, eta: 1 day, 17:22:00, time: 2.037, data_time: 0.009, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8633, loss_cls: 1.3274, loss: 1.3274, grad_norm: 9.1190 2020-07-31 22:19:26,956 - mmaction - INFO - Epoch [80][2660/3757] lr: 1.000e-03, eta: 1 day, 17:21:21, time: 1.955, data_time: 0.005, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8680, loss_cls: 1.2710, loss: 1.2710, grad_norm: 8.9934 2020-07-31 22:20:05,710 - mmaction - INFO - Epoch [80][2680/3757] lr: 1.000e-03, eta: 1 day, 17:20:42, time: 1.944, data_time: 0.010, memory: 5170, top1_acc: 0.6633, top5_acc: 0.8711, loss_cls: 1.3368, loss: 1.3368, grad_norm: 9.1574 2020-07-31 22:20:45,339 - mmaction - INFO - Epoch [80][2700/3757] lr: 1.000e-03, eta: 1 day, 17:20:03, time: 1.983, data_time: 0.004, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8797, loss_cls: 1.2930, loss: 1.2930, grad_norm: 9.0819 2020-07-31 22:21:26,199 - mmaction - INFO - Epoch [80][2720/3757] lr: 1.000e-03, eta: 1 day, 17:19:24, time: 2.039, data_time: 0.008, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8742, loss_cls: 1.2738, loss: 1.2738, grad_norm: 8.7754 2020-07-31 22:22:03,487 - mmaction - INFO - Epoch [80][2740/3757] lr: 1.000e-03, eta: 1 day, 17:18:45, time: 1.867, data_time: 0.094, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8586, loss_cls: 1.3397, loss: 1.3397, grad_norm: 9.0111 2020-07-31 22:22:39,638 - mmaction - INFO - Epoch [80][2760/3757] lr: 1.000e-03, eta: 1 day, 17:18:05, time: 1.806, data_time: 0.393, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8844, loss_cls: 1.1968, loss: 1.1968, grad_norm: 8.6462 2020-07-31 22:23:20,024 - mmaction - INFO - Epoch [80][2780/3757] lr: 1.000e-03, eta: 1 day, 17:17:26, time: 2.023, data_time: 0.227, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8586, loss_cls: 1.3597, loss: 1.3597, grad_norm: 9.0701 2020-07-31 22:23:56,456 - mmaction - INFO - Epoch [80][2800/3757] lr: 1.000e-03, eta: 1 day, 17:16:46, time: 1.813, data_time: 0.041, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8672, loss_cls: 1.2675, loss: 1.2675, grad_norm: 8.6535 2020-07-31 22:24:34,630 - mmaction - INFO - Epoch [80][2820/3757] lr: 1.000e-03, eta: 1 day, 17:16:07, time: 1.915, data_time: 0.010, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8578, loss_cls: 1.3599, loss: 1.3599, grad_norm: 8.8056 2020-07-31 22:25:12,686 - mmaction - INFO - Epoch [80][2840/3757] lr: 1.000e-03, eta: 1 day, 17:15:28, time: 1.904, data_time: 0.017, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8742, loss_cls: 1.2404, loss: 1.2404, grad_norm: 8.5849 2020-07-31 22:25:53,847 - mmaction - INFO - Epoch [80][2860/3757] lr: 1.000e-03, eta: 1 day, 17:14:49, time: 2.058, data_time: 0.036, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8742, loss_cls: 1.2572, loss: 1.2572, grad_norm: 8.3302 2020-07-31 22:26:36,928 - mmaction - INFO - Epoch [80][2880/3757] lr: 1.000e-03, eta: 1 day, 17:14:11, time: 2.147, data_time: 0.009, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8680, loss_cls: 1.2816, loss: 1.2816, grad_norm: 8.8225 2020-07-31 22:27:11,471 - mmaction - INFO - Epoch [80][2900/3757] lr: 1.000e-03, eta: 1 day, 17:13:31, time: 1.736, data_time: 0.011, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8445, loss_cls: 1.4317, loss: 1.4317, grad_norm: 9.4221 2020-07-31 22:27:50,144 - mmaction - INFO - Epoch [80][2920/3757] lr: 1.000e-03, eta: 1 day, 17:12:52, time: 1.926, data_time: 0.007, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8812, loss_cls: 1.2683, loss: 1.2683, grad_norm: 8.8126 2020-07-31 22:28:31,539 - mmaction - INFO - Epoch [80][2940/3757] lr: 1.000e-03, eta: 1 day, 17:12:13, time: 2.076, data_time: 0.009, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8523, loss_cls: 1.3570, loss: 1.3570, grad_norm: 8.7104 2020-07-31 22:29:10,240 - mmaction - INFO - Epoch [80][2960/3757] lr: 1.000e-03, eta: 1 day, 17:11:34, time: 1.936, data_time: 0.007, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8555, loss_cls: 1.3490, loss: 1.3490, grad_norm: 8.8274 2020-07-31 22:29:46,895 - mmaction - INFO - Epoch [80][2980/3757] lr: 1.000e-03, eta: 1 day, 17:10:55, time: 1.830, data_time: 0.003, memory: 5170, top1_acc: 0.6602, top5_acc: 0.8508, loss_cls: 1.4392, loss: 1.4392, grad_norm: 8.9568 2020-07-31 22:30:27,103 - mmaction - INFO - Epoch [80][3000/3757] lr: 1.000e-03, eta: 1 day, 17:10:16, time: 2.009, data_time: 0.010, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8555, loss_cls: 1.3845, loss: 1.3845, grad_norm: 8.9494 2020-07-31 22:31:08,102 - mmaction - INFO - Epoch [80][3020/3757] lr: 1.000e-03, eta: 1 day, 17:09:37, time: 2.055, data_time: 0.009, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8688, loss_cls: 1.2881, loss: 1.2881, grad_norm: 8.5918 2020-07-31 22:31:45,961 - mmaction - INFO - Epoch [80][3040/3757] lr: 1.000e-03, eta: 1 day, 17:08:58, time: 1.884, data_time: 0.007, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8492, loss_cls: 1.3601, loss: 1.3601, grad_norm: 8.9098 2020-07-31 22:32:25,429 - mmaction - INFO - Epoch [80][3060/3757] lr: 1.000e-03, eta: 1 day, 17:08:19, time: 1.978, data_time: 0.091, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8602, loss_cls: 1.3367, loss: 1.3367, grad_norm: 8.7788 2020-07-31 22:33:05,937 - mmaction - INFO - Epoch [80][3080/3757] lr: 1.000e-03, eta: 1 day, 17:07:40, time: 2.030, data_time: 0.099, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8625, loss_cls: 1.2938, loss: 1.2938, grad_norm: 8.9235 2020-07-31 22:33:44,439 - mmaction - INFO - Epoch [80][3100/3757] lr: 1.000e-03, eta: 1 day, 17:07:01, time: 1.920, data_time: 0.327, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8836, loss_cls: 1.2629, loss: 1.2629, grad_norm: 8.9928 2020-07-31 22:34:23,489 - mmaction - INFO - Epoch [80][3120/3757] lr: 1.000e-03, eta: 1 day, 17:06:22, time: 1.951, data_time: 0.023, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8680, loss_cls: 1.3267, loss: 1.3267, grad_norm: 8.9358 2020-07-31 22:35:04,122 - mmaction - INFO - Epoch [80][3140/3757] lr: 1.000e-03, eta: 1 day, 17:05:43, time: 2.037, data_time: 0.009, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8672, loss_cls: 1.3122, loss: 1.3122, grad_norm: 8.8616 2020-07-31 22:35:42,883 - mmaction - INFO - Epoch [80][3160/3757] lr: 1.000e-03, eta: 1 day, 17:05:04, time: 1.939, data_time: 0.003, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8680, loss_cls: 1.3185, loss: 1.3185, grad_norm: 9.0870 2020-07-31 22:36:22,207 - mmaction - INFO - Epoch [80][3180/3757] lr: 1.000e-03, eta: 1 day, 17:04:25, time: 1.960, data_time: 0.024, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8578, loss_cls: 1.3260, loss: 1.3260, grad_norm: 9.2336 2020-07-31 22:37:02,139 - mmaction - INFO - Epoch [80][3200/3757] lr: 1.000e-03, eta: 1 day, 17:03:46, time: 2.001, data_time: 0.027, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8609, loss_cls: 1.3450, loss: 1.3450, grad_norm: 8.9220 2020-07-31 22:37:42,392 - mmaction - INFO - Epoch [80][3220/3757] lr: 1.000e-03, eta: 1 day, 17:03:08, time: 2.007, data_time: 0.094, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8797, loss_cls: 1.2572, loss: 1.2572, grad_norm: 8.9944 2020-07-31 22:38:21,494 - mmaction - INFO - Epoch [80][3240/3757] lr: 1.000e-03, eta: 1 day, 17:02:29, time: 1.962, data_time: 0.010, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8656, loss_cls: 1.3142, loss: 1.3142, grad_norm: 8.7080 2020-07-31 22:38:58,386 - mmaction - INFO - Epoch [80][3260/3757] lr: 1.000e-03, eta: 1 day, 17:01:49, time: 1.835, data_time: 0.138, memory: 5170, top1_acc: 0.6641, top5_acc: 0.8719, loss_cls: 1.3086, loss: 1.3086, grad_norm: 9.3335 2020-07-31 22:39:40,118 - mmaction - INFO - Epoch [80][3280/3757] lr: 1.000e-03, eta: 1 day, 17:01:11, time: 2.096, data_time: 0.113, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8727, loss_cls: 1.2856, loss: 1.2856, grad_norm: 8.7083 2020-07-31 22:40:19,929 - mmaction - INFO - Epoch [80][3300/3757] lr: 1.000e-03, eta: 1 day, 17:00:32, time: 1.987, data_time: 0.054, memory: 5170, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.4142, loss: 1.4142, grad_norm: 9.1148 2020-07-31 22:40:54,250 - mmaction - INFO - Epoch [80][3320/3757] lr: 1.000e-03, eta: 1 day, 16:59:51, time: 1.720, data_time: 0.009, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8711, loss_cls: 1.2691, loss: 1.2691, grad_norm: 8.5858 2020-07-31 22:41:34,793 - mmaction - INFO - Epoch [80][3340/3757] lr: 1.000e-03, eta: 1 day, 16:59:13, time: 2.024, data_time: 0.027, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8609, loss_cls: 1.3393, loss: 1.3393, grad_norm: 9.0531 2020-07-31 22:42:12,389 - mmaction - INFO - Epoch [80][3360/3757] lr: 1.000e-03, eta: 1 day, 16:58:33, time: 1.881, data_time: 0.041, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8781, loss_cls: 1.2685, loss: 1.2685, grad_norm: 8.5812 2020-07-31 22:42:51,627 - mmaction - INFO - Epoch [80][3380/3757] lr: 1.000e-03, eta: 1 day, 16:57:54, time: 1.957, data_time: 0.261, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8656, loss_cls: 1.3173, loss: 1.3173, grad_norm: 8.9111 2020-07-31 22:43:32,218 - mmaction - INFO - Epoch [80][3400/3757] lr: 1.000e-03, eta: 1 day, 16:57:16, time: 2.037, data_time: 0.753, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8758, loss_cls: 1.2615, loss: 1.2615, grad_norm: 8.8687 2020-07-31 22:44:09,777 - mmaction - INFO - Epoch [80][3420/3757] lr: 1.000e-03, eta: 1 day, 16:56:36, time: 1.877, data_time: 0.415, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8742, loss_cls: 1.2885, loss: 1.2885, grad_norm: 8.8881 2020-07-31 22:44:47,652 - mmaction - INFO - Epoch [80][3440/3757] lr: 1.000e-03, eta: 1 day, 16:55:57, time: 1.891, data_time: 0.783, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8570, loss_cls: 1.3163, loss: 1.3163, grad_norm: 9.0205 2020-07-31 22:45:28,202 - mmaction - INFO - Epoch [80][3460/3757] lr: 1.000e-03, eta: 1 day, 16:55:18, time: 2.022, data_time: 0.754, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8594, loss_cls: 1.3143, loss: 1.3143, grad_norm: 8.7610 2020-07-31 22:46:10,268 - mmaction - INFO - Epoch [80][3480/3757] lr: 1.000e-03, eta: 1 day, 16:54:40, time: 2.111, data_time: 0.934, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8695, loss_cls: 1.2908, loss: 1.2908, grad_norm: 9.1835 2020-07-31 22:46:49,047 - mmaction - INFO - Epoch [80][3500/3757] lr: 1.000e-03, eta: 1 day, 16:54:01, time: 1.933, data_time: 0.492, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8742, loss_cls: 1.2732, loss: 1.2732, grad_norm: 9.0297 2020-07-31 22:47:28,293 - mmaction - INFO - Epoch [80][3520/3757] lr: 1.000e-03, eta: 1 day, 16:53:22, time: 1.968, data_time: 1.408, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3285, loss: 1.3285, grad_norm: 8.6636 2020-07-31 22:48:06,214 - mmaction - INFO - Epoch [80][3540/3757] lr: 1.000e-03, eta: 1 day, 16:52:42, time: 1.890, data_time: 0.574, memory: 5170, top1_acc: 0.6398, top5_acc: 0.8477, loss_cls: 1.4436, loss: 1.4436, grad_norm: 9.2885 2020-07-31 22:48:46,857 - mmaction - INFO - Epoch [80][3560/3757] lr: 1.000e-03, eta: 1 day, 16:52:04, time: 2.036, data_time: 0.923, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8719, loss_cls: 1.2846, loss: 1.2846, grad_norm: 8.8883 2020-07-31 22:49:26,247 - mmaction - INFO - Epoch [80][3580/3757] lr: 1.000e-03, eta: 1 day, 16:51:25, time: 1.966, data_time: 1.264, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8656, loss_cls: 1.2525, loss: 1.2525, grad_norm: 8.5333 2020-07-31 22:50:05,925 - mmaction - INFO - Epoch [80][3600/3757] lr: 1.000e-03, eta: 1 day, 16:50:46, time: 1.989, data_time: 0.010, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8781, loss_cls: 1.2170, loss: 1.2170, grad_norm: 9.0453 2020-07-31 22:50:44,743 - mmaction - INFO - Epoch [80][3620/3757] lr: 1.000e-03, eta: 1 day, 16:50:07, time: 1.942, data_time: 0.004, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8844, loss_cls: 1.2078, loss: 1.2078, grad_norm: 8.7031 2020-07-31 22:51:22,227 - mmaction - INFO - Epoch [80][3640/3757] lr: 1.000e-03, eta: 1 day, 16:49:27, time: 1.875, data_time: 0.002, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8758, loss_cls: 1.3007, loss: 1.3007, grad_norm: 8.9304 2020-07-31 22:52:03,335 - mmaction - INFO - Epoch [80][3660/3757] lr: 1.000e-03, eta: 1 day, 16:48:49, time: 2.052, data_time: 0.008, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8656, loss_cls: 1.3243, loss: 1.3243, grad_norm: 8.9298 2020-07-31 22:52:41,305 - mmaction - INFO - Epoch [80][3680/3757] lr: 1.000e-03, eta: 1 day, 16:48:09, time: 1.900, data_time: 0.005, memory: 5170, top1_acc: 0.6508, top5_acc: 0.8617, loss_cls: 1.3450, loss: 1.3450, grad_norm: 9.0952 2020-07-31 22:53:19,070 - mmaction - INFO - Epoch [80][3700/3757] lr: 1.000e-03, eta: 1 day, 16:47:30, time: 1.879, data_time: 0.010, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8547, loss_cls: 1.3598, loss: 1.3598, grad_norm: 9.2965 2020-07-31 22:53:56,445 - mmaction - INFO - Epoch [80][3720/3757] lr: 1.000e-03, eta: 1 day, 16:46:51, time: 1.880, data_time: 0.013, memory: 5170, top1_acc: 0.6609, top5_acc: 0.8641, loss_cls: 1.3604, loss: 1.3604, grad_norm: 9.3118 2020-07-31 22:54:38,245 - mmaction - INFO - Epoch [80][3740/3757] lr: 1.000e-03, eta: 1 day, 16:46:12, time: 2.090, data_time: 0.008, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8539, loss_cls: 1.3343, loss: 1.3343, grad_norm: 8.9582 2020-07-31 22:55:02,076 - mmaction - INFO - Saving checkpoint at 80 epochs 2020-07-31 22:55:58,957 - mmaction - INFO - Epoch [81][20/3757] lr: 1.000e-04, eta: 1 day, 16:44:56, time: 2.770, data_time: 1.680, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8844, loss_cls: 1.2118, loss: 1.2118, grad_norm: 8.9726 2020-07-31 22:56:36,809 - mmaction - INFO - Epoch [81][40/3757] lr: 1.000e-04, eta: 1 day, 16:44:16, time: 1.899, data_time: 1.010, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8555, loss_cls: 1.3633, loss: 1.3633, grad_norm: 9.2462 2020-07-31 22:57:14,175 - mmaction - INFO - Epoch [81][60/3757] lr: 1.000e-04, eta: 1 day, 16:43:37, time: 1.869, data_time: 1.173, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8758, loss_cls: 1.2745, loss: 1.2745, grad_norm: 8.8772 2020-07-31 22:57:56,616 - mmaction - INFO - Epoch [81][80/3757] lr: 1.000e-04, eta: 1 day, 16:42:59, time: 2.122, data_time: 0.615, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8688, loss_cls: 1.2591, loss: 1.2591, grad_norm: 8.9148 2020-07-31 22:58:37,278 - mmaction - INFO - Epoch [81][100/3757] lr: 1.000e-04, eta: 1 day, 16:42:20, time: 2.030, data_time: 0.008, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8727, loss_cls: 1.2385, loss: 1.2385, grad_norm: 8.7236 2020-07-31 22:59:16,610 - mmaction - INFO - Epoch [81][120/3757] lr: 1.000e-04, eta: 1 day, 16:41:41, time: 1.968, data_time: 0.043, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8625, loss_cls: 1.2693, loss: 1.2693, grad_norm: 8.8041 2020-07-31 22:59:57,239 - mmaction - INFO - Epoch [81][140/3757] lr: 1.000e-04, eta: 1 day, 16:41:02, time: 2.028, data_time: 0.005, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8703, loss_cls: 1.2506, loss: 1.2506, grad_norm: 8.6909 2020-07-31 23:00:33,594 - mmaction - INFO - Epoch [81][160/3757] lr: 1.000e-04, eta: 1 day, 16:40:23, time: 1.809, data_time: 0.009, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8867, loss_cls: 1.2231, loss: 1.2231, grad_norm: 8.7038 2020-07-31 23:01:15,124 - mmaction - INFO - Epoch [81][180/3757] lr: 1.000e-04, eta: 1 day, 16:39:44, time: 2.089, data_time: 0.031, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8672, loss_cls: 1.2945, loss: 1.2945, grad_norm: 8.7145 2020-07-31 23:01:54,032 - mmaction - INFO - Epoch [81][200/3757] lr: 1.000e-04, eta: 1 day, 16:39:05, time: 1.940, data_time: 0.176, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8727, loss_cls: 1.2556, loss: 1.2556, grad_norm: 8.7509 2020-07-31 23:02:28,528 - mmaction - INFO - Epoch [81][220/3757] lr: 1.000e-04, eta: 1 day, 16:38:25, time: 1.730, data_time: 0.829, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8828, loss_cls: 1.2062, loss: 1.2062, grad_norm: 8.7935 2020-07-31 23:03:07,889 - mmaction - INFO - Epoch [81][240/3757] lr: 1.000e-04, eta: 1 day, 16:37:46, time: 1.967, data_time: 1.283, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8672, loss_cls: 1.3017, loss: 1.3017, grad_norm: 9.1765 2020-07-31 23:03:46,075 - mmaction - INFO - Epoch [81][260/3757] lr: 1.000e-04, eta: 1 day, 16:37:07, time: 1.912, data_time: 0.779, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8797, loss_cls: 1.2728, loss: 1.2728, grad_norm: 8.9499 2020-07-31 23:04:24,735 - mmaction - INFO - Epoch [81][280/3757] lr: 1.000e-04, eta: 1 day, 16:36:28, time: 1.927, data_time: 0.186, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8812, loss_cls: 1.2165, loss: 1.2165, grad_norm: 8.4185 2020-07-31 23:05:00,824 - mmaction - INFO - Epoch [81][300/3757] lr: 1.000e-04, eta: 1 day, 16:35:48, time: 1.803, data_time: 0.209, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8789, loss_cls: 1.2464, loss: 1.2464, grad_norm: 8.5580 2020-07-31 23:05:40,722 - mmaction - INFO - Epoch [81][320/3757] lr: 1.000e-04, eta: 1 day, 16:35:09, time: 2.000, data_time: 0.289, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8711, loss_cls: 1.2640, loss: 1.2640, grad_norm: 8.7300 2020-07-31 23:06:21,359 - mmaction - INFO - Epoch [81][340/3757] lr: 1.000e-04, eta: 1 day, 16:34:30, time: 2.032, data_time: 0.270, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8594, loss_cls: 1.3194, loss: 1.3194, grad_norm: 8.9710 2020-07-31 23:07:01,804 - mmaction - INFO - Epoch [81][360/3757] lr: 1.000e-04, eta: 1 day, 16:33:52, time: 2.022, data_time: 0.151, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8516, loss_cls: 1.3290, loss: 1.3290, grad_norm: 8.8471 2020-07-31 23:07:44,052 - mmaction - INFO - Epoch [81][380/3757] lr: 1.000e-04, eta: 1 day, 16:33:13, time: 2.113, data_time: 0.082, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8586, loss_cls: 1.3129, loss: 1.3129, grad_norm: 8.9722 2020-07-31 23:08:22,213 - mmaction - INFO - Epoch [81][400/3757] lr: 1.000e-04, eta: 1 day, 16:32:34, time: 1.906, data_time: 0.002, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8703, loss_cls: 1.2548, loss: 1.2548, grad_norm: 8.7221 2020-07-31 23:09:00,747 - mmaction - INFO - Epoch [81][420/3757] lr: 1.000e-04, eta: 1 day, 16:31:55, time: 1.925, data_time: 0.009, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8820, loss_cls: 1.2186, loss: 1.2186, grad_norm: 8.6536 2020-07-31 23:09:38,511 - mmaction - INFO - Epoch [81][440/3757] lr: 1.000e-04, eta: 1 day, 16:31:15, time: 1.891, data_time: 0.239, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8688, loss_cls: 1.2924, loss: 1.2924, grad_norm: 8.9695 2020-07-31 23:10:20,457 - mmaction - INFO - Epoch [81][460/3757] lr: 1.000e-04, eta: 1 day, 16:30:37, time: 2.088, data_time: 0.361, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8719, loss_cls: 1.2520, loss: 1.2520, grad_norm: 8.8336 2020-07-31 23:11:02,081 - mmaction - INFO - Epoch [81][480/3757] lr: 1.000e-04, eta: 1 day, 16:29:59, time: 2.088, data_time: 0.012, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8750, loss_cls: 1.2292, loss: 1.2292, grad_norm: 8.6838 2020-07-31 23:11:40,455 - mmaction - INFO - Epoch [81][500/3757] lr: 1.000e-04, eta: 1 day, 16:29:19, time: 1.918, data_time: 0.008, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8688, loss_cls: 1.2811, loss: 1.2811, grad_norm: 9.0242 2020-07-31 23:12:18,219 - mmaction - INFO - Epoch [81][520/3757] lr: 1.000e-04, eta: 1 day, 16:28:40, time: 1.891, data_time: 0.006, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8922, loss_cls: 1.1150, loss: 1.1150, grad_norm: 8.3459 2020-07-31 23:12:51,464 - mmaction - INFO - Epoch [81][540/3757] lr: 1.000e-04, eta: 1 day, 16:28:00, time: 1.663, data_time: 0.662, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8703, loss_cls: 1.2468, loss: 1.2468, grad_norm: 8.7285 2020-07-31 23:13:31,145 - mmaction - INFO - Epoch [81][560/3757] lr: 1.000e-04, eta: 1 day, 16:27:21, time: 1.978, data_time: 1.399, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8672, loss_cls: 1.3126, loss: 1.3126, grad_norm: 8.9134 2020-07-31 23:14:10,561 - mmaction - INFO - Epoch [81][580/3757] lr: 1.000e-04, eta: 1 day, 16:26:42, time: 1.977, data_time: 1.224, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8742, loss_cls: 1.2287, loss: 1.2287, grad_norm: 8.5071 2020-07-31 23:14:56,132 - mmaction - INFO - Epoch [81][600/3757] lr: 1.000e-04, eta: 1 day, 16:26:04, time: 2.276, data_time: 0.199, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8875, loss_cls: 1.1680, loss: 1.1680, grad_norm: 8.6441 2020-07-31 23:15:33,176 - mmaction - INFO - Epoch [81][620/3757] lr: 1.000e-04, eta: 1 day, 16:25:25, time: 1.855, data_time: 0.010, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8680, loss_cls: 1.3099, loss: 1.3099, grad_norm: 8.9400 2020-07-31 23:16:10,446 - mmaction - INFO - Epoch [81][640/3757] lr: 1.000e-04, eta: 1 day, 16:24:45, time: 1.864, data_time: 0.002, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8797, loss_cls: 1.1650, loss: 1.1650, grad_norm: 8.6714 2020-07-31 23:16:49,043 - mmaction - INFO - Epoch [81][660/3757] lr: 1.000e-04, eta: 1 day, 16:24:06, time: 1.929, data_time: 0.008, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8859, loss_cls: 1.1755, loss: 1.1755, grad_norm: 8.3992 2020-07-31 23:17:31,686 - mmaction - INFO - Epoch [81][680/3757] lr: 1.000e-04, eta: 1 day, 16:23:28, time: 2.131, data_time: 0.003, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8680, loss_cls: 1.2759, loss: 1.2759, grad_norm: 8.6754 2020-07-31 23:18:09,629 - mmaction - INFO - Epoch [81][700/3757] lr: 1.000e-04, eta: 1 day, 16:22:49, time: 1.897, data_time: 0.010, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8648, loss_cls: 1.2703, loss: 1.2703, grad_norm: 8.9235 2020-07-31 23:18:45,897 - mmaction - INFO - Epoch [81][720/3757] lr: 1.000e-04, eta: 1 day, 16:22:09, time: 1.815, data_time: 0.007, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8914, loss_cls: 1.2428, loss: 1.2428, grad_norm: 9.1970 2020-07-31 23:19:27,097 - mmaction - INFO - Epoch [81][740/3757] lr: 1.000e-04, eta: 1 day, 16:21:30, time: 2.060, data_time: 0.008, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8727, loss_cls: 1.2393, loss: 1.2393, grad_norm: 8.8143 2020-07-31 23:20:05,789 - mmaction - INFO - Epoch [81][760/3757] lr: 1.000e-04, eta: 1 day, 16:20:51, time: 1.932, data_time: 0.002, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8906, loss_cls: 1.2273, loss: 1.2273, grad_norm: 8.8279 2020-07-31 23:20:41,526 - mmaction - INFO - Epoch [81][780/3757] lr: 1.000e-04, eta: 1 day, 16:20:11, time: 1.789, data_time: 0.010, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8656, loss_cls: 1.2950, loss: 1.2950, grad_norm: 8.8861 2020-07-31 23:21:20,875 - mmaction - INFO - Epoch [81][800/3757] lr: 1.000e-04, eta: 1 day, 16:19:32, time: 1.968, data_time: 0.009, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8828, loss_cls: 1.2192, loss: 1.2192, grad_norm: 8.6966 2020-07-31 23:22:01,366 - mmaction - INFO - Epoch [81][820/3757] lr: 1.000e-04, eta: 1 day, 16:18:54, time: 2.023, data_time: 0.003, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8758, loss_cls: 1.2673, loss: 1.2673, grad_norm: 8.7663 2020-07-31 23:22:42,940 - mmaction - INFO - Epoch [81][840/3757] lr: 1.000e-04, eta: 1 day, 16:18:15, time: 2.075, data_time: 0.010, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8922, loss_cls: 1.1611, loss: 1.1611, grad_norm: 8.2881 2020-07-31 23:23:19,080 - mmaction - INFO - Epoch [81][860/3757] lr: 1.000e-04, eta: 1 day, 16:17:35, time: 1.803, data_time: 0.011, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8602, loss_cls: 1.3019, loss: 1.3019, grad_norm: 8.8896 2020-07-31 23:23:57,898 - mmaction - INFO - Epoch [81][880/3757] lr: 1.000e-04, eta: 1 day, 16:16:56, time: 1.949, data_time: 0.117, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8539, loss_cls: 1.3665, loss: 1.3665, grad_norm: 8.8750 2020-07-31 23:24:38,267 - mmaction - INFO - Epoch [81][900/3757] lr: 1.000e-04, eta: 1 day, 16:16:17, time: 2.015, data_time: 0.009, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8586, loss_cls: 1.3034, loss: 1.3034, grad_norm: 8.8102 2020-07-31 23:25:19,455 - mmaction - INFO - Epoch [81][920/3757] lr: 1.000e-04, eta: 1 day, 16:15:39, time: 2.057, data_time: 0.009, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8703, loss_cls: 1.2202, loss: 1.2202, grad_norm: 8.7596 2020-07-31 23:25:55,922 - mmaction - INFO - Epoch [81][940/3757] lr: 1.000e-04, eta: 1 day, 16:14:59, time: 1.829, data_time: 0.088, memory: 5170, top1_acc: 0.6492, top5_acc: 0.8586, loss_cls: 1.3589, loss: 1.3589, grad_norm: 9.2697 2020-07-31 23:26:35,460 - mmaction - INFO - Epoch [81][960/3757] lr: 1.000e-04, eta: 1 day, 16:14:20, time: 1.977, data_time: 0.165, memory: 5170, top1_acc: 0.6672, top5_acc: 0.8688, loss_cls: 1.3491, loss: 1.3491, grad_norm: 9.2093 2020-07-31 23:27:13,436 - mmaction - INFO - Epoch [81][980/3757] lr: 1.000e-04, eta: 1 day, 16:13:41, time: 1.893, data_time: 0.083, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8836, loss_cls: 1.1948, loss: 1.1948, grad_norm: 8.7092 2020-07-31 23:27:54,300 - mmaction - INFO - Epoch [81][1000/3757] lr: 1.000e-04, eta: 1 day, 16:13:02, time: 2.049, data_time: 0.009, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8656, loss_cls: 1.3118, loss: 1.3118, grad_norm: 8.8072 2020-07-31 23:28:33,309 - mmaction - INFO - Epoch [81][1020/3757] lr: 1.000e-04, eta: 1 day, 16:12:23, time: 1.949, data_time: 0.010, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8672, loss_cls: 1.2427, loss: 1.2427, grad_norm: 8.7419 2020-07-31 23:29:14,173 - mmaction - INFO - Epoch [81][1040/3757] lr: 1.000e-04, eta: 1 day, 16:11:45, time: 2.045, data_time: 0.006, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8742, loss_cls: 1.2147, loss: 1.2147, grad_norm: 8.5075 2020-07-31 23:29:53,396 - mmaction - INFO - Epoch [81][1060/3757] lr: 1.000e-04, eta: 1 day, 16:11:06, time: 1.961, data_time: 0.014, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8688, loss_cls: 1.2809, loss: 1.2809, grad_norm: 8.9025 2020-07-31 23:30:31,750 - mmaction - INFO - Epoch [81][1080/3757] lr: 1.000e-04, eta: 1 day, 16:10:26, time: 1.919, data_time: 0.008, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8703, loss_cls: 1.2693, loss: 1.2693, grad_norm: 8.8449 2020-07-31 23:31:08,322 - mmaction - INFO - Epoch [81][1100/3757] lr: 1.000e-04, eta: 1 day, 16:09:47, time: 1.826, data_time: 0.003, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8734, loss_cls: 1.2249, loss: 1.2249, grad_norm: 8.5851 2020-07-31 23:31:50,680 - mmaction - INFO - Epoch [81][1120/3757] lr: 1.000e-04, eta: 1 day, 16:09:09, time: 2.112, data_time: 0.008, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8836, loss_cls: 1.2278, loss: 1.2278, grad_norm: 8.8154 2020-07-31 23:32:28,412 - mmaction - INFO - Epoch [81][1140/3757] lr: 1.000e-04, eta: 1 day, 16:08:29, time: 1.893, data_time: 0.110, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8648, loss_cls: 1.3191, loss: 1.3191, grad_norm: 8.7741 2020-07-31 23:33:08,628 - mmaction - INFO - Epoch [81][1160/3757] lr: 1.000e-04, eta: 1 day, 16:07:50, time: 2.011, data_time: 1.071, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8695, loss_cls: 1.2448, loss: 1.2448, grad_norm: 8.5341 2020-07-31 23:33:45,744 - mmaction - INFO - Epoch [81][1180/3757] lr: 1.000e-04, eta: 1 day, 16:07:11, time: 1.856, data_time: 0.275, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8594, loss_cls: 1.2860, loss: 1.2860, grad_norm: 8.6316 2020-07-31 23:34:25,205 - mmaction - INFO - Epoch [81][1200/3757] lr: 1.000e-04, eta: 1 day, 16:06:32, time: 1.964, data_time: 0.004, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8758, loss_cls: 1.2362, loss: 1.2362, grad_norm: 8.5503 2020-07-31 23:35:06,415 - mmaction - INFO - Epoch [81][1220/3757] lr: 1.000e-04, eta: 1 day, 16:05:53, time: 2.071, data_time: 0.013, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8836, loss_cls: 1.1775, loss: 1.1775, grad_norm: 8.5490 2020-07-31 23:35:43,221 - mmaction - INFO - Epoch [81][1240/3757] lr: 1.000e-04, eta: 1 day, 16:05:14, time: 1.840, data_time: 0.002, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8602, loss_cls: 1.3105, loss: 1.3105, grad_norm: 8.6450 2020-07-31 23:36:23,781 - mmaction - INFO - Epoch [81][1260/3757] lr: 1.000e-04, eta: 1 day, 16:04:35, time: 2.026, data_time: 0.010, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8578, loss_cls: 1.3415, loss: 1.3415, grad_norm: 8.9587 2020-07-31 23:37:01,959 - mmaction - INFO - Epoch [81][1280/3757] lr: 1.000e-04, eta: 1 day, 16:03:56, time: 1.905, data_time: 0.003, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8664, loss_cls: 1.2142, loss: 1.2142, grad_norm: 8.6735 2020-07-31 23:37:39,980 - mmaction - INFO - Epoch [81][1300/3757] lr: 1.000e-04, eta: 1 day, 16:03:16, time: 1.906, data_time: 0.010, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8789, loss_cls: 1.1495, loss: 1.1495, grad_norm: 8.3429 2020-07-31 23:38:18,636 - mmaction - INFO - Epoch [81][1320/3757] lr: 1.000e-04, eta: 1 day, 16:02:37, time: 1.924, data_time: 0.007, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8961, loss_cls: 1.1401, loss: 1.1401, grad_norm: 8.6004 2020-07-31 23:39:00,629 - mmaction - INFO - Epoch [81][1340/3757] lr: 1.000e-04, eta: 1 day, 16:01:59, time: 2.108, data_time: 0.012, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8727, loss_cls: 1.2417, loss: 1.2417, grad_norm: 8.9405 2020-07-31 23:39:40,445 - mmaction - INFO - Epoch [81][1360/3757] lr: 1.000e-04, eta: 1 day, 16:01:20, time: 1.985, data_time: 0.006, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8695, loss_cls: 1.2816, loss: 1.2816, grad_norm: 8.9182 2020-07-31 23:40:13,180 - mmaction - INFO - Epoch [81][1380/3757] lr: 1.000e-04, eta: 1 day, 16:00:39, time: 1.635, data_time: 0.048, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8836, loss_cls: 1.1602, loss: 1.1602, grad_norm: 8.5899 2020-07-31 23:40:54,016 - mmaction - INFO - Epoch [81][1400/3757] lr: 1.000e-04, eta: 1 day, 16:00:01, time: 2.049, data_time: 0.371, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8891, loss_cls: 1.1681, loss: 1.1681, grad_norm: 8.6025 2020-07-31 23:41:31,015 - mmaction - INFO - Epoch [81][1420/3757] lr: 1.000e-04, eta: 1 day, 15:59:21, time: 1.840, data_time: 0.055, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8680, loss_cls: 1.2699, loss: 1.2699, grad_norm: 8.6329 2020-07-31 23:42:09,852 - mmaction - INFO - Epoch [81][1440/3757] lr: 1.000e-04, eta: 1 day, 15:58:42, time: 1.950, data_time: 0.408, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8789, loss_cls: 1.2004, loss: 1.2004, grad_norm: 8.6267 2020-07-31 23:42:49,692 - mmaction - INFO - Epoch [81][1460/3757] lr: 1.000e-04, eta: 1 day, 15:58:03, time: 1.993, data_time: 0.009, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8758, loss_cls: 1.2445, loss: 1.2445, grad_norm: 8.5943 2020-07-31 23:43:26,171 - mmaction - INFO - Epoch [81][1480/3757] lr: 1.000e-04, eta: 1 day, 15:57:24, time: 1.823, data_time: 0.002, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8734, loss_cls: 1.2957, loss: 1.2957, grad_norm: 8.7899 2020-07-31 23:44:03,668 - mmaction - INFO - Epoch [81][1500/3757] lr: 1.000e-04, eta: 1 day, 15:56:44, time: 1.875, data_time: 0.720, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8781, loss_cls: 1.1874, loss: 1.1874, grad_norm: 8.7249 2020-07-31 23:44:42,782 - mmaction - INFO - Epoch [81][1520/3757] lr: 1.000e-04, eta: 1 day, 15:56:05, time: 1.955, data_time: 0.341, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8719, loss_cls: 1.2686, loss: 1.2686, grad_norm: 8.9344 2020-07-31 23:45:18,122 - mmaction - INFO - Epoch [81][1540/3757] lr: 1.000e-04, eta: 1 day, 15:55:25, time: 1.763, data_time: 0.020, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8703, loss_cls: 1.2552, loss: 1.2552, grad_norm: 8.6717 2020-07-31 23:45:58,140 - mmaction - INFO - Epoch [81][1560/3757] lr: 1.000e-04, eta: 1 day, 15:54:46, time: 1.992, data_time: 0.015, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8750, loss_cls: 1.2735, loss: 1.2735, grad_norm: 9.2137 2020-07-31 23:46:37,559 - mmaction - INFO - Epoch [81][1580/3757] lr: 1.000e-04, eta: 1 day, 15:54:07, time: 1.982, data_time: 0.015, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8805, loss_cls: 1.2279, loss: 1.2279, grad_norm: 8.7099 2020-07-31 23:47:19,110 - mmaction - INFO - Epoch [81][1600/3757] lr: 1.000e-04, eta: 1 day, 15:53:29, time: 2.079, data_time: 0.003, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8570, loss_cls: 1.3651, loss: 1.3651, grad_norm: 8.9186 2020-07-31 23:47:55,597 - mmaction - INFO - Epoch [81][1620/3757] lr: 1.000e-04, eta: 1 day, 15:52:49, time: 1.824, data_time: 0.003, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8773, loss_cls: 1.2365, loss: 1.2365, grad_norm: 8.9575 2020-07-31 23:48:36,274 - mmaction - INFO - Epoch [81][1640/3757] lr: 1.000e-04, eta: 1 day, 15:52:11, time: 2.033, data_time: 0.008, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8914, loss_cls: 1.2086, loss: 1.2086, grad_norm: 8.6296 2020-07-31 23:49:17,887 - mmaction - INFO - Epoch [81][1660/3757] lr: 1.000e-04, eta: 1 day, 15:51:32, time: 2.082, data_time: 0.004, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8773, loss_cls: 1.2061, loss: 1.2061, grad_norm: 8.5071 2020-07-31 23:49:56,534 - mmaction - INFO - Epoch [81][1680/3757] lr: 1.000e-04, eta: 1 day, 15:50:53, time: 1.929, data_time: 0.219, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8922, loss_cls: 1.2172, loss: 1.2172, grad_norm: 8.7912 2020-07-31 23:50:36,348 - mmaction - INFO - Epoch [81][1700/3757] lr: 1.000e-04, eta: 1 day, 15:50:14, time: 1.994, data_time: 0.008, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8852, loss_cls: 1.2409, loss: 1.2409, grad_norm: 8.8473 2020-07-31 23:51:16,411 - mmaction - INFO - Epoch [81][1720/3757] lr: 1.000e-04, eta: 1 day, 15:49:35, time: 1.999, data_time: 0.009, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8688, loss_cls: 1.3064, loss: 1.3064, grad_norm: 9.0359 2020-07-31 23:51:54,917 - mmaction - INFO - Epoch [81][1740/3757] lr: 1.000e-04, eta: 1 day, 15:48:56, time: 1.928, data_time: 0.009, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8578, loss_cls: 1.2679, loss: 1.2679, grad_norm: 8.8793 2020-07-31 23:52:30,735 - mmaction - INFO - Epoch [81][1760/3757] lr: 1.000e-04, eta: 1 day, 15:48:16, time: 1.789, data_time: 0.010, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2472, loss: 1.2472, grad_norm: 8.8724 2020-07-31 23:53:11,866 - mmaction - INFO - Epoch [81][1780/3757] lr: 1.000e-04, eta: 1 day, 15:47:38, time: 2.060, data_time: 0.009, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8625, loss_cls: 1.3132, loss: 1.3132, grad_norm: 8.9864 2020-07-31 23:53:51,288 - mmaction - INFO - Epoch [81][1800/3757] lr: 1.000e-04, eta: 1 day, 15:46:59, time: 1.967, data_time: 0.007, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8820, loss_cls: 1.1771, loss: 1.1771, grad_norm: 8.6140 2020-07-31 23:54:30,433 - mmaction - INFO - Epoch [81][1820/3757] lr: 1.000e-04, eta: 1 day, 15:46:20, time: 1.959, data_time: 0.033, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8680, loss_cls: 1.2505, loss: 1.2505, grad_norm: 8.8551 2020-07-31 23:55:06,013 - mmaction - INFO - Epoch [81][1840/3757] lr: 1.000e-04, eta: 1 day, 15:45:40, time: 1.782, data_time: 0.012, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8680, loss_cls: 1.2012, loss: 1.2012, grad_norm: 8.4286 2020-07-31 23:55:44,778 - mmaction - INFO - Epoch [81][1860/3757] lr: 1.000e-04, eta: 1 day, 15:45:01, time: 1.938, data_time: 0.877, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8836, loss_cls: 1.2298, loss: 1.2298, grad_norm: 8.9147 2020-07-31 23:56:28,798 - mmaction - INFO - Epoch [81][1880/3757] lr: 1.000e-04, eta: 1 day, 15:44:23, time: 2.198, data_time: 0.317, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8844, loss_cls: 1.1711, loss: 1.1711, grad_norm: 8.5156 2020-07-31 23:57:06,791 - mmaction - INFO - Epoch [81][1900/3757] lr: 1.000e-04, eta: 1 day, 15:43:44, time: 1.901, data_time: 0.437, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8820, loss_cls: 1.1773, loss: 1.1773, grad_norm: 8.6154 2020-07-31 23:57:43,576 - mmaction - INFO - Epoch [81][1920/3757] lr: 1.000e-04, eta: 1 day, 15:43:04, time: 1.832, data_time: 0.126, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8789, loss_cls: 1.2800, loss: 1.2800, grad_norm: 8.6970 2020-07-31 23:58:18,602 - mmaction - INFO - Epoch [81][1940/3757] lr: 1.000e-04, eta: 1 day, 15:42:24, time: 1.759, data_time: 0.338, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8875, loss_cls: 1.2048, loss: 1.2048, grad_norm: 8.5809 2020-07-31 23:58:57,497 - mmaction - INFO - Epoch [81][1960/3757] lr: 1.000e-04, eta: 1 day, 15:41:45, time: 1.944, data_time: 0.780, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8586, loss_cls: 1.3150, loss: 1.3150, grad_norm: 8.9143 2020-07-31 23:59:39,706 - mmaction - INFO - Epoch [81][1980/3757] lr: 1.000e-04, eta: 1 day, 15:41:07, time: 2.112, data_time: 0.914, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8797, loss_cls: 1.2135, loss: 1.2135, grad_norm: 8.9031 2020-08-01 00:00:19,049 - mmaction - INFO - Epoch [81][2000/3757] lr: 1.000e-04, eta: 1 day, 15:40:27, time: 1.924, data_time: 0.612, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8867, loss_cls: 1.1844, loss: 1.1844, grad_norm: 8.6358 2020-08-01 00:00:58,850 - mmaction - INFO - Epoch [81][2020/3757] lr: 1.000e-04, eta: 1 day, 15:39:49, time: 2.033, data_time: 0.544, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8773, loss_cls: 1.1482, loss: 1.1482, grad_norm: 8.4619 2020-08-01 00:01:38,030 - mmaction - INFO - Epoch [81][2040/3757] lr: 1.000e-04, eta: 1 day, 15:39:10, time: 1.957, data_time: 0.006, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8734, loss_cls: 1.2579, loss: 1.2579, grad_norm: 9.0759 2020-08-01 00:02:13,416 - mmaction - INFO - Epoch [81][2060/3757] lr: 1.000e-04, eta: 1 day, 15:38:30, time: 1.771, data_time: 0.015, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8711, loss_cls: 1.2689, loss: 1.2689, grad_norm: 8.6351 2020-08-01 00:02:49,708 - mmaction - INFO - Epoch [81][2080/3757] lr: 1.000e-04, eta: 1 day, 15:37:50, time: 1.814, data_time: 0.007, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8844, loss_cls: 1.1717, loss: 1.1717, grad_norm: 8.4912 2020-08-01 00:03:31,228 - mmaction - INFO - Epoch [81][2100/3757] lr: 1.000e-04, eta: 1 day, 15:37:12, time: 2.077, data_time: 0.008, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8789, loss_cls: 1.1652, loss: 1.1652, grad_norm: 8.3951 2020-08-01 00:04:11,378 - mmaction - INFO - Epoch [81][2120/3757] lr: 1.000e-04, eta: 1 day, 15:36:33, time: 2.006, data_time: 0.002, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8680, loss_cls: 1.3117, loss: 1.3117, grad_norm: 9.1025 2020-08-01 00:04:49,530 - mmaction - INFO - Epoch [81][2140/3757] lr: 1.000e-04, eta: 1 day, 15:35:54, time: 1.909, data_time: 0.004, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8680, loss_cls: 1.2926, loss: 1.2926, grad_norm: 8.9363 2020-08-01 00:05:28,211 - mmaction - INFO - Epoch [81][2160/3757] lr: 1.000e-04, eta: 1 day, 15:35:14, time: 1.932, data_time: 0.008, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8719, loss_cls: 1.2522, loss: 1.2522, grad_norm: 9.0901 2020-08-01 00:06:04,148 - mmaction - INFO - Epoch [81][2180/3757] lr: 1.000e-04, eta: 1 day, 15:34:35, time: 1.797, data_time: 0.072, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8805, loss_cls: 1.2147, loss: 1.2147, grad_norm: 8.6148 2020-08-01 00:06:45,926 - mmaction - INFO - Epoch [81][2200/3757] lr: 1.000e-04, eta: 1 day, 15:33:56, time: 2.083, data_time: 0.141, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8703, loss_cls: 1.2577, loss: 1.2577, grad_norm: 8.8297 2020-08-01 00:07:24,206 - mmaction - INFO - Epoch [81][2220/3757] lr: 1.000e-04, eta: 1 day, 15:33:17, time: 1.922, data_time: 0.011, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8633, loss_cls: 1.2667, loss: 1.2667, grad_norm: 8.7993 2020-08-01 00:08:02,507 - mmaction - INFO - Epoch [81][2240/3757] lr: 1.000e-04, eta: 1 day, 15:32:38, time: 1.914, data_time: 0.009, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8781, loss_cls: 1.2548, loss: 1.2548, grad_norm: 8.8046 2020-08-01 00:08:43,845 - mmaction - INFO - Epoch [81][2260/3757] lr: 1.000e-04, eta: 1 day, 15:31:59, time: 2.066, data_time: 0.005, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8867, loss_cls: 1.2582, loss: 1.2582, grad_norm: 8.9993 2020-08-01 00:09:24,311 - mmaction - INFO - Epoch [81][2280/3757] lr: 1.000e-04, eta: 1 day, 15:31:20, time: 2.014, data_time: 0.009, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8812, loss_cls: 1.1549, loss: 1.1549, grad_norm: 8.5697 2020-08-01 00:10:02,891 - mmaction - INFO - Epoch [81][2300/3757] lr: 1.000e-04, eta: 1 day, 15:30:41, time: 1.933, data_time: 0.013, memory: 5170, top1_acc: 0.6625, top5_acc: 0.8547, loss_cls: 1.4020, loss: 1.4020, grad_norm: 9.2760 2020-08-01 00:10:41,006 - mmaction - INFO - Epoch [81][2320/3757] lr: 1.000e-04, eta: 1 day, 15:30:02, time: 1.912, data_time: 0.009, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8562, loss_cls: 1.3034, loss: 1.3034, grad_norm: 8.8796 2020-08-01 00:11:18,088 - mmaction - INFO - Epoch [81][2340/3757] lr: 1.000e-04, eta: 1 day, 15:29:22, time: 1.845, data_time: 0.009, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8797, loss_cls: 1.2278, loss: 1.2278, grad_norm: 8.7501 2020-08-01 00:11:57,377 - mmaction - INFO - Epoch [81][2360/3757] lr: 1.000e-04, eta: 1 day, 15:28:43, time: 1.974, data_time: 0.012, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8727, loss_cls: 1.2715, loss: 1.2715, grad_norm: 8.9297 2020-08-01 00:12:35,803 - mmaction - INFO - Epoch [81][2380/3757] lr: 1.000e-04, eta: 1 day, 15:28:04, time: 1.916, data_time: 0.002, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8906, loss_cls: 1.2230, loss: 1.2230, grad_norm: 9.0211 2020-08-01 00:13:14,325 - mmaction - INFO - Epoch [81][2400/3757] lr: 1.000e-04, eta: 1 day, 15:27:25, time: 1.926, data_time: 0.010, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8602, loss_cls: 1.3206, loss: 1.3206, grad_norm: 9.0011 2020-08-01 00:13:53,454 - mmaction - INFO - Epoch [81][2420/3757] lr: 1.000e-04, eta: 1 day, 15:26:46, time: 1.953, data_time: 0.048, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8727, loss_cls: 1.2006, loss: 1.2006, grad_norm: 8.6668 2020-08-01 00:14:35,225 - mmaction - INFO - Epoch [81][2440/3757] lr: 1.000e-04, eta: 1 day, 15:26:08, time: 2.095, data_time: 0.532, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8641, loss_cls: 1.3168, loss: 1.3168, grad_norm: 9.0818 2020-08-01 00:15:14,919 - mmaction - INFO - Epoch [81][2460/3757] lr: 1.000e-04, eta: 1 day, 15:25:29, time: 1.983, data_time: 0.301, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8703, loss_cls: 1.2654, loss: 1.2654, grad_norm: 8.8886 2020-08-01 00:15:54,154 - mmaction - INFO - Epoch [81][2480/3757] lr: 1.000e-04, eta: 1 day, 15:24:50, time: 1.959, data_time: 0.015, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.2923, loss: 1.2923, grad_norm: 8.8775 2020-08-01 00:16:32,351 - mmaction - INFO - Epoch [81][2500/3757] lr: 1.000e-04, eta: 1 day, 15:24:10, time: 1.913, data_time: 0.010, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8695, loss_cls: 1.2086, loss: 1.2086, grad_norm: 8.5198 2020-08-01 00:17:14,435 - mmaction - INFO - Epoch [81][2520/3757] lr: 1.000e-04, eta: 1 day, 15:23:32, time: 2.105, data_time: 0.007, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8922, loss_cls: 1.1313, loss: 1.1313, grad_norm: 8.1932 2020-08-01 00:17:48,068 - mmaction - INFO - Epoch [81][2540/3757] lr: 1.000e-04, eta: 1 day, 15:22:52, time: 1.684, data_time: 0.007, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8773, loss_cls: 1.2617, loss: 1.2617, grad_norm: 9.0321 2020-08-01 00:18:27,171 - mmaction - INFO - Epoch [81][2560/3757] lr: 1.000e-04, eta: 1 day, 15:22:13, time: 1.954, data_time: 0.022, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8984, loss_cls: 1.1505, loss: 1.1505, grad_norm: 8.4997 2020-08-01 00:19:03,949 - mmaction - INFO - Epoch [81][2580/3757] lr: 1.000e-04, eta: 1 day, 15:21:33, time: 1.840, data_time: 0.003, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8656, loss_cls: 1.2635, loss: 1.2635, grad_norm: 8.9275 2020-08-01 00:19:45,378 - mmaction - INFO - Epoch [81][2600/3757] lr: 1.000e-04, eta: 1 day, 15:20:55, time: 2.065, data_time: 0.360, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8773, loss_cls: 1.1835, loss: 1.1835, grad_norm: 8.8311 2020-08-01 00:20:24,416 - mmaction - INFO - Epoch [81][2620/3757] lr: 1.000e-04, eta: 1 day, 15:20:16, time: 1.950, data_time: 0.475, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8859, loss_cls: 1.2305, loss: 1.2305, grad_norm: 8.9632 2020-08-01 00:21:03,671 - mmaction - INFO - Epoch [81][2640/3757] lr: 1.000e-04, eta: 1 day, 15:19:37, time: 1.964, data_time: 0.029, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8516, loss_cls: 1.3048, loss: 1.3048, grad_norm: 8.9122 2020-08-01 00:21:43,634 - mmaction - INFO - Epoch [81][2660/3757] lr: 1.000e-04, eta: 1 day, 15:18:58, time: 2.002, data_time: 0.009, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8586, loss_cls: 1.2952, loss: 1.2952, grad_norm: 9.0029 2020-08-01 00:22:18,953 - mmaction - INFO - Epoch [81][2680/3757] lr: 1.000e-04, eta: 1 day, 15:18:18, time: 1.761, data_time: 0.346, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8742, loss_cls: 1.2842, loss: 1.2842, grad_norm: 9.0354 2020-08-01 00:22:57,436 - mmaction - INFO - Epoch [81][2700/3757] lr: 1.000e-04, eta: 1 day, 15:17:39, time: 1.930, data_time: 0.021, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8609, loss_cls: 1.2670, loss: 1.2670, grad_norm: 8.6736 2020-08-01 00:23:36,164 - mmaction - INFO - Epoch [81][2720/3757] lr: 1.000e-04, eta: 1 day, 15:16:59, time: 1.934, data_time: 0.009, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8773, loss_cls: 1.2421, loss: 1.2421, grad_norm: 8.8386 2020-08-01 00:24:17,175 - mmaction - INFO - Epoch [81][2740/3757] lr: 1.000e-04, eta: 1 day, 15:16:21, time: 2.046, data_time: 0.008, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8727, loss_cls: 1.2858, loss: 1.2858, grad_norm: 8.7136 2020-08-01 00:24:56,187 - mmaction - INFO - Epoch [81][2760/3757] lr: 1.000e-04, eta: 1 day, 15:15:42, time: 1.956, data_time: 0.010, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8898, loss_cls: 1.1977, loss: 1.1977, grad_norm: 8.9151 2020-08-01 00:25:34,529 - mmaction - INFO - Epoch [81][2780/3757] lr: 1.000e-04, eta: 1 day, 15:15:03, time: 1.919, data_time: 0.004, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8734, loss_cls: 1.2324, loss: 1.2324, grad_norm: 8.8549 2020-08-01 00:26:14,398 - mmaction - INFO - Epoch [81][2800/3757] lr: 1.000e-04, eta: 1 day, 15:14:24, time: 1.988, data_time: 0.008, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8664, loss_cls: 1.2331, loss: 1.2331, grad_norm: 8.4078 2020-08-01 00:26:56,573 - mmaction - INFO - Epoch [81][2820/3757] lr: 1.000e-04, eta: 1 day, 15:13:45, time: 2.112, data_time: 1.341, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2468, loss: 1.2468, grad_norm: 8.8461 2020-08-01 00:27:36,260 - mmaction - INFO - Epoch [81][2840/3757] lr: 1.000e-04, eta: 1 day, 15:13:06, time: 1.985, data_time: 1.403, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8781, loss_cls: 1.1927, loss: 1.1927, grad_norm: 8.6110 2020-08-01 00:28:14,937 - mmaction - INFO - Epoch [81][2860/3757] lr: 1.000e-04, eta: 1 day, 15:12:27, time: 1.931, data_time: 1.371, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8750, loss_cls: 1.2243, loss: 1.2243, grad_norm: 8.9205 2020-08-01 00:28:51,234 - mmaction - INFO - Epoch [81][2880/3757] lr: 1.000e-04, eta: 1 day, 15:11:48, time: 1.819, data_time: 1.144, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8781, loss_cls: 1.2273, loss: 1.2273, grad_norm: 8.8480 2020-08-01 00:29:28,246 - mmaction - INFO - Epoch [81][2900/3757] lr: 1.000e-04, eta: 1 day, 15:11:08, time: 1.845, data_time: 0.283, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8570, loss_cls: 1.2491, loss: 1.2491, grad_norm: 8.9322 2020-08-01 00:30:11,054 - mmaction - INFO - Epoch [81][2920/3757] lr: 1.000e-04, eta: 1 day, 15:10:30, time: 2.145, data_time: 0.250, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8789, loss_cls: 1.1732, loss: 1.1732, grad_norm: 8.6737 2020-08-01 00:30:50,855 - mmaction - INFO - Epoch [81][2940/3757] lr: 1.000e-04, eta: 1 day, 15:09:51, time: 1.991, data_time: 0.038, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8750, loss_cls: 1.2280, loss: 1.2280, grad_norm: 8.6739 2020-08-01 00:31:29,406 - mmaction - INFO - Epoch [81][2960/3757] lr: 1.000e-04, eta: 1 day, 15:09:12, time: 1.927, data_time: 0.009, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2763, loss: 1.2763, grad_norm: 8.8761 2020-08-01 00:32:08,232 - mmaction - INFO - Epoch [81][2980/3757] lr: 1.000e-04, eta: 1 day, 15:08:33, time: 1.943, data_time: 0.004, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8914, loss_cls: 1.1437, loss: 1.1437, grad_norm: 8.6472 2020-08-01 00:32:46,625 - mmaction - INFO - Epoch [81][3000/3757] lr: 1.000e-04, eta: 1 day, 15:07:54, time: 1.917, data_time: 0.038, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8773, loss_cls: 1.2202, loss: 1.2202, grad_norm: 8.7827 2020-08-01 00:33:24,261 - mmaction - INFO - Epoch [81][3020/3757] lr: 1.000e-04, eta: 1 day, 15:07:14, time: 1.884, data_time: 0.062, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8648, loss_cls: 1.2613, loss: 1.2613, grad_norm: 9.0214 2020-08-01 00:34:02,253 - mmaction - INFO - Epoch [81][3040/3757] lr: 1.000e-04, eta: 1 day, 15:06:35, time: 1.900, data_time: 0.004, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.3273, loss: 1.3273, grad_norm: 8.9257 2020-08-01 00:34:41,838 - mmaction - INFO - Epoch [81][3060/3757] lr: 1.000e-04, eta: 1 day, 15:05:56, time: 1.979, data_time: 0.007, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8742, loss_cls: 1.2466, loss: 1.2466, grad_norm: 8.9683 2020-08-01 00:35:22,924 - mmaction - INFO - Epoch [81][3080/3757] lr: 1.000e-04, eta: 1 day, 15:05:17, time: 2.046, data_time: 0.003, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8750, loss_cls: 1.2723, loss: 1.2723, grad_norm: 8.9962 2020-08-01 00:36:01,526 - mmaction - INFO - Epoch [81][3100/3757] lr: 1.000e-04, eta: 1 day, 15:04:38, time: 1.936, data_time: 0.011, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8820, loss_cls: 1.1953, loss: 1.1953, grad_norm: 8.7578 2020-08-01 00:36:39,710 - mmaction - INFO - Epoch [81][3120/3757] lr: 1.000e-04, eta: 1 day, 15:03:59, time: 1.909, data_time: 0.018, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8656, loss_cls: 1.2596, loss: 1.2596, grad_norm: 8.7321 2020-08-01 00:37:17,652 - mmaction - INFO - Epoch [81][3140/3757] lr: 1.000e-04, eta: 1 day, 15:03:20, time: 1.900, data_time: 0.148, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8711, loss_cls: 1.2309, loss: 1.2309, grad_norm: 8.9704 2020-08-01 00:37:54,731 - mmaction - INFO - Epoch [81][3160/3757] lr: 1.000e-04, eta: 1 day, 15:02:40, time: 1.849, data_time: 0.008, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8516, loss_cls: 1.3458, loss: 1.3458, grad_norm: 9.0999 2020-08-01 00:38:36,753 - mmaction - INFO - Epoch [81][3180/3757] lr: 1.000e-04, eta: 1 day, 15:02:02, time: 2.107, data_time: 0.421, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8625, loss_cls: 1.3206, loss: 1.3206, grad_norm: 9.0297 2020-08-01 00:39:14,172 - mmaction - INFO - Epoch [81][3200/3757] lr: 1.000e-04, eta: 1 day, 15:01:22, time: 1.864, data_time: 0.387, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8758, loss_cls: 1.2269, loss: 1.2269, grad_norm: 8.6199 2020-08-01 00:39:54,496 - mmaction - INFO - Epoch [81][3220/3757] lr: 1.000e-04, eta: 1 day, 15:00:44, time: 2.023, data_time: 0.010, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8938, loss_cls: 1.1008, loss: 1.1008, grad_norm: 8.4842 2020-08-01 00:40:34,611 - mmaction - INFO - Epoch [81][3240/3757] lr: 1.000e-04, eta: 1 day, 15:00:05, time: 2.002, data_time: 0.004, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8766, loss_cls: 1.2070, loss: 1.2070, grad_norm: 8.8013 2020-08-01 00:41:13,638 - mmaction - INFO - Epoch [81][3260/3757] lr: 1.000e-04, eta: 1 day, 14:59:26, time: 1.951, data_time: 0.189, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8797, loss_cls: 1.1886, loss: 1.1886, grad_norm: 8.5905 2020-08-01 00:41:51,011 - mmaction - INFO - Epoch [81][3280/3757] lr: 1.000e-04, eta: 1 day, 14:58:46, time: 1.866, data_time: 0.008, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8867, loss_cls: 1.1682, loss: 1.1682, grad_norm: 8.6729 2020-08-01 00:42:33,421 - mmaction - INFO - Epoch [81][3300/3757] lr: 1.000e-04, eta: 1 day, 14:58:08, time: 2.124, data_time: 0.019, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8633, loss_cls: 1.2314, loss: 1.2314, grad_norm: 8.6430 2020-08-01 00:43:08,229 - mmaction - INFO - Epoch [81][3320/3757] lr: 1.000e-04, eta: 1 day, 14:57:28, time: 1.744, data_time: 0.009, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8773, loss_cls: 1.2190, loss: 1.2190, grad_norm: 8.7511 2020-08-01 00:43:48,819 - mmaction - INFO - Epoch [81][3340/3757] lr: 1.000e-04, eta: 1 day, 14:56:49, time: 2.027, data_time: 0.732, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8891, loss_cls: 1.1318, loss: 1.1318, grad_norm: 8.5928 2020-08-01 00:44:28,106 - mmaction - INFO - Epoch [81][3360/3757] lr: 1.000e-04, eta: 1 day, 14:56:10, time: 1.963, data_time: 1.312, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8781, loss_cls: 1.2285, loss: 1.2285, grad_norm: 8.8961 2020-08-01 00:45:06,169 - mmaction - INFO - Epoch [81][3380/3757] lr: 1.000e-04, eta: 1 day, 14:55:31, time: 1.905, data_time: 1.055, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8695, loss_cls: 1.2577, loss: 1.2577, grad_norm: 8.9867 2020-08-01 00:45:47,900 - mmaction - INFO - Epoch [81][3400/3757] lr: 1.000e-04, eta: 1 day, 14:54:52, time: 2.086, data_time: 0.308, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8695, loss_cls: 1.2263, loss: 1.2263, grad_norm: 8.6536 2020-08-01 00:46:27,358 - mmaction - INFO - Epoch [81][3420/3757] lr: 1.000e-04, eta: 1 day, 14:54:13, time: 1.970, data_time: 0.155, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8758, loss_cls: 1.2205, loss: 1.2205, grad_norm: 8.8180 2020-08-01 00:47:02,332 - mmaction - INFO - Epoch [81][3440/3757] lr: 1.000e-04, eta: 1 day, 14:53:33, time: 1.753, data_time: 0.008, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8711, loss_cls: 1.2996, loss: 1.2996, grad_norm: 9.0407 2020-08-01 00:47:45,247 - mmaction - INFO - Epoch [81][3460/3757] lr: 1.000e-04, eta: 1 day, 14:52:55, time: 2.143, data_time: 1.001, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8773, loss_cls: 1.2555, loss: 1.2555, grad_norm: 8.9758 2020-08-01 00:48:22,604 - mmaction - INFO - Epoch [81][3480/3757] lr: 1.000e-04, eta: 1 day, 14:52:16, time: 1.870, data_time: 0.331, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8617, loss_cls: 1.3271, loss: 1.3271, grad_norm: 8.9429 2020-08-01 00:49:05,678 - mmaction - INFO - Epoch [81][3500/3757] lr: 1.000e-04, eta: 1 day, 14:51:38, time: 2.150, data_time: 0.203, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8875, loss_cls: 1.1967, loss: 1.1967, grad_norm: 8.8590 2020-08-01 00:49:42,240 - mmaction - INFO - Epoch [81][3520/3757] lr: 1.000e-04, eta: 1 day, 14:50:58, time: 1.834, data_time: 0.057, memory: 5170, top1_acc: 0.7219, top5_acc: 0.9000, loss_cls: 1.0941, loss: 1.0941, grad_norm: 8.3626 2020-08-01 00:50:18,140 - mmaction - INFO - Epoch [81][3540/3757] lr: 1.000e-04, eta: 1 day, 14:50:18, time: 1.784, data_time: 0.245, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8797, loss_cls: 1.2355, loss: 1.2355, grad_norm: 8.5410 2020-08-01 00:51:01,304 - mmaction - INFO - Epoch [81][3560/3757] lr: 1.000e-04, eta: 1 day, 14:49:40, time: 2.169, data_time: 0.057, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8750, loss_cls: 1.2242, loss: 1.2242, grad_norm: 8.7086 2020-08-01 00:51:41,705 - mmaction - INFO - Epoch [81][3580/3757] lr: 1.000e-04, eta: 1 day, 14:49:01, time: 2.017, data_time: 0.016, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8852, loss_cls: 1.1506, loss: 1.1506, grad_norm: 8.5751 2020-08-01 00:52:17,403 - mmaction - INFO - Epoch [81][3600/3757] lr: 1.000e-04, eta: 1 day, 14:48:22, time: 1.787, data_time: 0.020, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8789, loss_cls: 1.2360, loss: 1.2360, grad_norm: 8.9297 2020-08-01 00:52:56,624 - mmaction - INFO - Epoch [81][3620/3757] lr: 1.000e-04, eta: 1 day, 14:47:43, time: 1.957, data_time: 0.009, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8773, loss_cls: 1.2369, loss: 1.2369, grad_norm: 9.1152 2020-08-01 00:53:37,381 - mmaction - INFO - Epoch [81][3640/3757] lr: 1.000e-04, eta: 1 day, 14:47:04, time: 2.040, data_time: 0.014, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8703, loss_cls: 1.2365, loss: 1.2365, grad_norm: 8.6654 2020-08-01 00:54:15,798 - mmaction - INFO - Epoch [81][3660/3757] lr: 1.000e-04, eta: 1 day, 14:46:25, time: 1.920, data_time: 0.470, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8695, loss_cls: 1.2771, loss: 1.2771, grad_norm: 8.8548 2020-08-01 00:54:51,978 - mmaction - INFO - Epoch [81][3680/3757] lr: 1.000e-04, eta: 1 day, 14:45:45, time: 1.812, data_time: 0.676, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8711, loss_cls: 1.2324, loss: 1.2324, grad_norm: 8.8207 2020-08-01 00:55:32,780 - mmaction - INFO - Epoch [81][3700/3757] lr: 1.000e-04, eta: 1 day, 14:45:06, time: 2.033, data_time: 0.180, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8680, loss_cls: 1.2337, loss: 1.2337, grad_norm: 8.7524 2020-08-01 00:56:11,928 - mmaction - INFO - Epoch [81][3720/3757] lr: 1.000e-04, eta: 1 day, 14:44:27, time: 1.964, data_time: 0.009, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8727, loss_cls: 1.2043, loss: 1.2043, grad_norm: 8.8659 2020-08-01 00:56:48,217 - mmaction - INFO - Epoch [81][3740/3757] lr: 1.000e-04, eta: 1 day, 14:43:48, time: 1.814, data_time: 0.007, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8656, loss_cls: 1.2365, loss: 1.2365, grad_norm: 8.9411 2020-08-01 00:57:15,579 - mmaction - INFO - Saving checkpoint at 81 epochs 2020-08-01 00:58:12,125 - mmaction - INFO - Epoch [82][20/3757] lr: 1.000e-04, eta: 1 day, 14:42:31, time: 2.764, data_time: 0.943, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8773, loss_cls: 1.2210, loss: 1.2210, grad_norm: 8.8173 2020-08-01 00:58:52,290 - mmaction - INFO - Epoch [82][40/3757] lr: 1.000e-04, eta: 1 day, 14:41:53, time: 2.013, data_time: 0.009, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8805, loss_cls: 1.1880, loss: 1.1880, grad_norm: 8.8656 2020-08-01 00:59:32,219 - mmaction - INFO - Epoch [82][60/3757] lr: 1.000e-04, eta: 1 day, 14:41:14, time: 1.997, data_time: 0.009, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8859, loss_cls: 1.2199, loss: 1.2199, grad_norm: 8.5646 2020-08-01 01:00:12,345 - mmaction - INFO - Epoch [82][80/3757] lr: 1.000e-04, eta: 1 day, 14:40:35, time: 1.998, data_time: 0.004, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8836, loss_cls: 1.1995, loss: 1.1995, grad_norm: 8.8159 2020-08-01 01:00:51,438 - mmaction - INFO - Epoch [82][100/3757] lr: 1.000e-04, eta: 1 day, 14:39:56, time: 1.961, data_time: 0.024, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8758, loss_cls: 1.2005, loss: 1.2005, grad_norm: 8.5805 2020-08-01 01:01:34,630 - mmaction - INFO - Epoch [82][120/3757] lr: 1.000e-04, eta: 1 day, 14:39:18, time: 2.160, data_time: 0.095, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8812, loss_cls: 1.2484, loss: 1.2484, grad_norm: 8.9174 2020-08-01 01:02:10,615 - mmaction - INFO - Epoch [82][140/3757] lr: 1.000e-04, eta: 1 day, 14:38:38, time: 1.800, data_time: 0.009, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8867, loss_cls: 1.1578, loss: 1.1578, grad_norm: 8.4941 2020-08-01 01:02:49,809 - mmaction - INFO - Epoch [82][160/3757] lr: 1.000e-04, eta: 1 day, 14:37:59, time: 1.958, data_time: 0.336, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8852, loss_cls: 1.1669, loss: 1.1669, grad_norm: 8.7740 2020-08-01 01:03:30,819 - mmaction - INFO - Epoch [82][180/3757] lr: 1.000e-04, eta: 1 day, 14:37:20, time: 2.051, data_time: 0.240, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8609, loss_cls: 1.2922, loss: 1.2922, grad_norm: 8.9446 2020-08-01 01:04:12,028 - mmaction - INFO - Epoch [82][200/3757] lr: 1.000e-04, eta: 1 day, 14:36:42, time: 2.062, data_time: 0.007, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8812, loss_cls: 1.2057, loss: 1.2057, grad_norm: 9.0110 2020-08-01 01:04:50,029 - mmaction - INFO - Epoch [82][220/3757] lr: 1.000e-04, eta: 1 day, 14:36:03, time: 1.901, data_time: 0.003, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8859, loss_cls: 1.1776, loss: 1.1776, grad_norm: 8.7788 2020-08-01 01:05:31,962 - mmaction - INFO - Epoch [82][240/3757] lr: 1.000e-04, eta: 1 day, 14:35:24, time: 2.092, data_time: 0.008, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8703, loss_cls: 1.2407, loss: 1.2407, grad_norm: 9.0261 2020-08-01 01:06:09,570 - mmaction - INFO - Epoch [82][260/3757] lr: 1.000e-04, eta: 1 day, 14:34:45, time: 1.886, data_time: 0.008, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8805, loss_cls: 1.2510, loss: 1.2510, grad_norm: 9.0243 2020-08-01 01:06:49,864 - mmaction - INFO - Epoch [82][280/3757] lr: 1.000e-04, eta: 1 day, 14:34:06, time: 2.011, data_time: 0.006, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8734, loss_cls: 1.2444, loss: 1.2444, grad_norm: 9.0796 2020-08-01 01:07:28,436 - mmaction - INFO - Epoch [82][300/3757] lr: 1.000e-04, eta: 1 day, 14:33:27, time: 1.930, data_time: 0.011, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8781, loss_cls: 1.2360, loss: 1.2360, grad_norm: 8.7130 2020-08-01 01:08:04,295 - mmaction - INFO - Epoch [82][320/3757] lr: 1.000e-04, eta: 1 day, 14:32:47, time: 1.794, data_time: 0.010, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8781, loss_cls: 1.2033, loss: 1.2033, grad_norm: 8.5990 2020-08-01 01:08:44,731 - mmaction - INFO - Epoch [82][340/3757] lr: 1.000e-04, eta: 1 day, 14:32:08, time: 2.018, data_time: 0.009, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.1806, loss: 1.1806, grad_norm: 8.7898 2020-08-01 01:09:21,579 - mmaction - INFO - Epoch [82][360/3757] lr: 1.000e-04, eta: 1 day, 14:31:29, time: 1.846, data_time: 0.008, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2341, loss: 1.2341, grad_norm: 8.6377 2020-08-01 01:09:58,792 - mmaction - INFO - Epoch [82][380/3757] lr: 1.000e-04, eta: 1 day, 14:30:49, time: 1.862, data_time: 0.103, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8617, loss_cls: 1.3732, loss: 1.3732, grad_norm: 9.1354 2020-08-01 01:10:41,946 - mmaction - INFO - Epoch [82][400/3757] lr: 1.000e-04, eta: 1 day, 14:30:11, time: 2.157, data_time: 1.433, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8656, loss_cls: 1.2809, loss: 1.2809, grad_norm: 8.9530 2020-08-01 01:11:18,891 - mmaction - INFO - Epoch [82][420/3757] lr: 1.000e-04, eta: 1 day, 14:29:32, time: 1.840, data_time: 0.893, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8844, loss_cls: 1.1640, loss: 1.1640, grad_norm: 8.4055 2020-08-01 01:11:59,003 - mmaction - INFO - Epoch [82][440/3757] lr: 1.000e-04, eta: 1 day, 14:28:53, time: 2.011, data_time: 0.683, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8789, loss_cls: 1.1784, loss: 1.1784, grad_norm: 8.5157 2020-08-01 01:12:35,966 - mmaction - INFO - Epoch [82][460/3757] lr: 1.000e-04, eta: 1 day, 14:28:13, time: 1.850, data_time: 0.186, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8633, loss_cls: 1.2859, loss: 1.2859, grad_norm: 8.8997 2020-08-01 01:13:14,768 - mmaction - INFO - Epoch [82][480/3757] lr: 1.000e-04, eta: 1 day, 14:27:34, time: 1.937, data_time: 0.544, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8672, loss_cls: 1.2684, loss: 1.2684, grad_norm: 8.9033 2020-08-01 01:13:55,144 - mmaction - INFO - Epoch [82][500/3757] lr: 1.000e-04, eta: 1 day, 14:26:55, time: 2.024, data_time: 0.849, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8664, loss_cls: 1.2798, loss: 1.2798, grad_norm: 9.0742 2020-08-01 01:14:36,067 - mmaction - INFO - Epoch [82][520/3757] lr: 1.000e-04, eta: 1 day, 14:26:17, time: 2.044, data_time: 1.231, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8758, loss_cls: 1.2167, loss: 1.2167, grad_norm: 8.7560 2020-08-01 01:15:15,559 - mmaction - INFO - Epoch [82][540/3757] lr: 1.000e-04, eta: 1 day, 14:25:38, time: 1.968, data_time: 1.233, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8836, loss_cls: 1.2135, loss: 1.2135, grad_norm: 8.7634 2020-08-01 01:15:56,527 - mmaction - INFO - Epoch [82][560/3757] lr: 1.000e-04, eta: 1 day, 14:24:59, time: 2.052, data_time: 1.333, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8805, loss_cls: 1.2194, loss: 1.2194, grad_norm: 8.9738 2020-08-01 01:16:30,071 - mmaction - INFO - Epoch [82][580/3757] lr: 1.000e-04, eta: 1 day, 14:24:19, time: 1.680, data_time: 1.059, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8852, loss_cls: 1.2217, loss: 1.2217, grad_norm: 8.9710 2020-08-01 01:17:08,275 - mmaction - INFO - Epoch [82][600/3757] lr: 1.000e-04, eta: 1 day, 14:23:40, time: 1.914, data_time: 0.810, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8867, loss_cls: 1.1865, loss: 1.1865, grad_norm: 8.9592 2020-08-01 01:17:50,349 - mmaction - INFO - Epoch [82][620/3757] lr: 1.000e-04, eta: 1 day, 14:23:01, time: 2.098, data_time: 1.353, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8758, loss_cls: 1.2110, loss: 1.2110, grad_norm: 8.6295 2020-08-01 01:18:27,725 - mmaction - INFO - Epoch [82][640/3757] lr: 1.000e-04, eta: 1 day, 14:22:22, time: 1.870, data_time: 0.900, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8734, loss_cls: 1.2327, loss: 1.2327, grad_norm: 8.9007 2020-08-01 01:19:04,200 - mmaction - INFO - Epoch [82][660/3757] lr: 1.000e-04, eta: 1 day, 14:21:42, time: 1.827, data_time: 0.012, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8852, loss_cls: 1.2067, loss: 1.2067, grad_norm: 8.9325 2020-08-01 01:19:44,899 - mmaction - INFO - Epoch [82][680/3757] lr: 1.000e-04, eta: 1 day, 14:21:04, time: 2.035, data_time: 0.004, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8750, loss_cls: 1.2207, loss: 1.2207, grad_norm: 8.9602 2020-08-01 01:20:25,112 - mmaction - INFO - Epoch [82][700/3757] lr: 1.000e-04, eta: 1 day, 14:20:25, time: 2.006, data_time: 0.007, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8750, loss_cls: 1.2289, loss: 1.2289, grad_norm: 8.9516 2020-08-01 01:21:04,678 - mmaction - INFO - Epoch [82][720/3757] lr: 1.000e-04, eta: 1 day, 14:19:46, time: 1.984, data_time: 0.008, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8789, loss_cls: 1.2043, loss: 1.2043, grad_norm: 8.7882 2020-08-01 01:21:41,722 - mmaction - INFO - Epoch [82][740/3757] lr: 1.000e-04, eta: 1 day, 14:19:06, time: 1.852, data_time: 0.008, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8672, loss_cls: 1.2928, loss: 1.2928, grad_norm: 9.0430 2020-08-01 01:22:22,686 - mmaction - INFO - Epoch [82][760/3757] lr: 1.000e-04, eta: 1 day, 14:18:28, time: 2.047, data_time: 0.002, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8859, loss_cls: 1.1599, loss: 1.1599, grad_norm: 8.5744 2020-08-01 01:22:59,654 - mmaction - INFO - Epoch [82][780/3757] lr: 1.000e-04, eta: 1 day, 14:17:48, time: 1.848, data_time: 0.004, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8719, loss_cls: 1.2079, loss: 1.2079, grad_norm: 8.5599 2020-08-01 01:23:41,138 - mmaction - INFO - Epoch [82][800/3757] lr: 1.000e-04, eta: 1 day, 14:17:10, time: 2.069, data_time: 0.010, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8914, loss_cls: 1.1815, loss: 1.1815, grad_norm: 8.6512 2020-08-01 01:24:22,506 - mmaction - INFO - Epoch [82][820/3757] lr: 1.000e-04, eta: 1 day, 14:16:31, time: 2.073, data_time: 0.010, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8688, loss_cls: 1.3132, loss: 1.3132, grad_norm: 9.0949 2020-08-01 01:25:04,650 - mmaction - INFO - Epoch [82][840/3757] lr: 1.000e-04, eta: 1 day, 14:15:53, time: 2.109, data_time: 0.004, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8859, loss_cls: 1.1754, loss: 1.1754, grad_norm: 8.6032 2020-08-01 01:25:38,817 - mmaction - INFO - Epoch [82][860/3757] lr: 1.000e-04, eta: 1 day, 14:15:13, time: 1.708, data_time: 0.004, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8703, loss_cls: 1.2680, loss: 1.2680, grad_norm: 8.9325 2020-08-01 01:26:20,631 - mmaction - INFO - Epoch [82][880/3757] lr: 1.000e-04, eta: 1 day, 14:14:34, time: 2.081, data_time: 0.127, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8766, loss_cls: 1.1999, loss: 1.1999, grad_norm: 8.8342 2020-08-01 01:26:57,309 - mmaction - INFO - Epoch [82][900/3757] lr: 1.000e-04, eta: 1 day, 14:13:55, time: 1.844, data_time: 0.018, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8773, loss_cls: 1.2257, loss: 1.2257, grad_norm: 8.7839 2020-08-01 01:27:36,454 - mmaction - INFO - Epoch [82][920/3757] lr: 1.000e-04, eta: 1 day, 14:13:16, time: 1.954, data_time: 0.008, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8867, loss_cls: 1.2359, loss: 1.2359, grad_norm: 8.6746 2020-08-01 01:28:14,495 - mmaction - INFO - Epoch [82][940/3757] lr: 1.000e-04, eta: 1 day, 14:12:36, time: 1.903, data_time: 0.010, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8664, loss_cls: 1.2792, loss: 1.2792, grad_norm: 8.9695 2020-08-01 01:28:55,102 - mmaction - INFO - Epoch [82][960/3757] lr: 1.000e-04, eta: 1 day, 14:11:58, time: 2.032, data_time: 0.004, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8883, loss_cls: 1.1807, loss: 1.1807, grad_norm: 8.8641 2020-08-01 01:29:33,413 - mmaction - INFO - Epoch [82][980/3757] lr: 1.000e-04, eta: 1 day, 14:11:18, time: 1.913, data_time: 0.003, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8820, loss_cls: 1.2235, loss: 1.2235, grad_norm: 8.8998 2020-08-01 01:30:12,476 - mmaction - INFO - Epoch [82][1000/3757] lr: 1.000e-04, eta: 1 day, 14:10:39, time: 1.954, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8719, loss_cls: 1.2236, loss: 1.2236, grad_norm: 8.8585 2020-08-01 01:30:52,225 - mmaction - INFO - Epoch [82][1020/3757] lr: 1.000e-04, eta: 1 day, 14:10:00, time: 1.988, data_time: 0.003, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8766, loss_cls: 1.2575, loss: 1.2575, grad_norm: 8.8950 2020-08-01 01:31:31,483 - mmaction - INFO - Epoch [82][1040/3757] lr: 1.000e-04, eta: 1 day, 14:09:21, time: 1.962, data_time: 0.010, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8742, loss_cls: 1.2253, loss: 1.2253, grad_norm: 8.8669 2020-08-01 01:32:09,541 - mmaction - INFO - Epoch [82][1060/3757] lr: 1.000e-04, eta: 1 day, 14:08:42, time: 1.905, data_time: 0.010, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8773, loss_cls: 1.1890, loss: 1.1890, grad_norm: 8.7565 2020-08-01 01:32:51,377 - mmaction - INFO - Epoch [82][1080/3757] lr: 1.000e-04, eta: 1 day, 14:08:04, time: 2.086, data_time: 0.002, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8672, loss_cls: 1.3541, loss: 1.3541, grad_norm: 9.0266 2020-08-01 01:33:31,010 - mmaction - INFO - Epoch [82][1100/3757] lr: 1.000e-04, eta: 1 day, 14:07:25, time: 1.986, data_time: 0.009, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8797, loss_cls: 1.2014, loss: 1.2014, grad_norm: 8.8692 2020-08-01 01:34:10,479 - mmaction - INFO - Epoch [82][1120/3757] lr: 1.000e-04, eta: 1 day, 14:06:46, time: 1.975, data_time: 0.010, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8805, loss_cls: 1.1403, loss: 1.1403, grad_norm: 8.5365 2020-08-01 01:34:44,891 - mmaction - INFO - Epoch [82][1140/3757] lr: 1.000e-04, eta: 1 day, 14:06:06, time: 1.720, data_time: 0.128, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8547, loss_cls: 1.3195, loss: 1.3195, grad_norm: 9.0142 2020-08-01 01:35:23,562 - mmaction - INFO - Epoch [82][1160/3757] lr: 1.000e-04, eta: 1 day, 14:05:27, time: 1.927, data_time: 1.252, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8727, loss_cls: 1.2167, loss: 1.2167, grad_norm: 8.7193 2020-08-01 01:36:01,751 - mmaction - INFO - Epoch [82][1180/3757] lr: 1.000e-04, eta: 1 day, 14:04:47, time: 1.917, data_time: 0.771, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8852, loss_cls: 1.1952, loss: 1.1952, grad_norm: 8.7512 2020-08-01 01:36:44,992 - mmaction - INFO - Epoch [82][1200/3757] lr: 1.000e-04, eta: 1 day, 14:04:09, time: 2.159, data_time: 0.060, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8898, loss_cls: 1.2166, loss: 1.2166, grad_norm: 8.8972 2020-08-01 01:37:25,722 - mmaction - INFO - Epoch [82][1220/3757] lr: 1.000e-04, eta: 1 day, 14:03:31, time: 2.039, data_time: 0.008, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8828, loss_cls: 1.1686, loss: 1.1686, grad_norm: 8.5425 2020-08-01 01:38:03,472 - mmaction - INFO - Epoch [82][1240/3757] lr: 1.000e-04, eta: 1 day, 14:02:51, time: 1.881, data_time: 0.008, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8797, loss_cls: 1.2450, loss: 1.2450, grad_norm: 9.0400 2020-08-01 01:38:44,154 - mmaction - INFO - Epoch [82][1260/3757] lr: 1.000e-04, eta: 1 day, 14:02:13, time: 2.039, data_time: 0.010, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8680, loss_cls: 1.2846, loss: 1.2846, grad_norm: 9.1198 2020-08-01 01:39:20,457 - mmaction - INFO - Epoch [82][1280/3757] lr: 1.000e-04, eta: 1 day, 14:01:33, time: 1.815, data_time: 0.008, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8758, loss_cls: 1.1970, loss: 1.1970, grad_norm: 9.1596 2020-08-01 01:40:00,582 - mmaction - INFO - Epoch [82][1300/3757] lr: 1.000e-04, eta: 1 day, 14:00:54, time: 2.007, data_time: 0.009, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8906, loss_cls: 1.1729, loss: 1.1729, grad_norm: 8.7382 2020-08-01 01:40:40,834 - mmaction - INFO - Epoch [82][1320/3757] lr: 1.000e-04, eta: 1 day, 14:00:15, time: 2.011, data_time: 0.160, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8680, loss_cls: 1.2764, loss: 1.2764, grad_norm: 9.1631 2020-08-01 01:41:18,477 - mmaction - INFO - Epoch [82][1340/3757] lr: 1.000e-04, eta: 1 day, 13:59:36, time: 1.875, data_time: 0.269, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8625, loss_cls: 1.2783, loss: 1.2783, grad_norm: 9.1753 2020-08-01 01:41:56,063 - mmaction - INFO - Epoch [82][1360/3757] lr: 1.000e-04, eta: 1 day, 13:58:56, time: 1.884, data_time: 0.699, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8828, loss_cls: 1.1839, loss: 1.1839, grad_norm: 8.6624 2020-08-01 01:42:33,993 - mmaction - INFO - Epoch [82][1380/3757] lr: 1.000e-04, eta: 1 day, 13:58:17, time: 1.899, data_time: 0.630, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8781, loss_cls: 1.1956, loss: 1.1956, grad_norm: 8.7943 2020-08-01 01:43:14,407 - mmaction - INFO - Epoch [82][1400/3757] lr: 1.000e-04, eta: 1 day, 13:57:38, time: 2.020, data_time: 0.854, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8742, loss_cls: 1.2300, loss: 1.2300, grad_norm: 8.7707 2020-08-01 01:43:53,364 - mmaction - INFO - Epoch [82][1420/3757] lr: 1.000e-04, eta: 1 day, 13:56:59, time: 1.944, data_time: 0.064, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8773, loss_cls: 1.2633, loss: 1.2633, grad_norm: 9.0821 2020-08-01 01:44:33,789 - mmaction - INFO - Epoch [82][1440/3757] lr: 1.000e-04, eta: 1 day, 13:56:21, time: 2.024, data_time: 0.011, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8656, loss_cls: 1.2719, loss: 1.2719, grad_norm: 9.0751 2020-08-01 01:45:08,486 - mmaction - INFO - Epoch [82][1460/3757] lr: 1.000e-04, eta: 1 day, 13:55:41, time: 1.737, data_time: 0.010, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8758, loss_cls: 1.2444, loss: 1.2444, grad_norm: 9.0767 2020-08-01 01:45:47,864 - mmaction - INFO - Epoch [82][1480/3757] lr: 1.000e-04, eta: 1 day, 13:55:02, time: 1.968, data_time: 0.003, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8703, loss_cls: 1.2675, loss: 1.2675, grad_norm: 9.0130 2020-08-01 01:46:27,784 - mmaction - INFO - Epoch [82][1500/3757] lr: 1.000e-04, eta: 1 day, 13:54:23, time: 1.990, data_time: 0.010, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8906, loss_cls: 1.1352, loss: 1.1352, grad_norm: 8.5901 2020-08-01 01:47:06,794 - mmaction - INFO - Epoch [82][1520/3757] lr: 1.000e-04, eta: 1 day, 13:53:44, time: 1.956, data_time: 0.011, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8820, loss_cls: 1.1514, loss: 1.1514, grad_norm: 8.7383 2020-08-01 01:47:45,361 - mmaction - INFO - Epoch [82][1540/3757] lr: 1.000e-04, eta: 1 day, 13:53:04, time: 1.929, data_time: 0.010, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8781, loss_cls: 1.2126, loss: 1.2126, grad_norm: 8.7050 2020-08-01 01:48:27,831 - mmaction - INFO - Epoch [82][1560/3757] lr: 1.000e-04, eta: 1 day, 13:52:26, time: 2.124, data_time: 0.028, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8688, loss_cls: 1.2612, loss: 1.2612, grad_norm: 8.7325 2020-08-01 01:49:01,133 - mmaction - INFO - Epoch [82][1580/3757] lr: 1.000e-04, eta: 1 day, 13:51:46, time: 1.659, data_time: 0.008, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8891, loss_cls: 1.1695, loss: 1.1695, grad_norm: 8.8987 2020-08-01 01:49:43,175 - mmaction - INFO - Epoch [82][1600/3757] lr: 1.000e-04, eta: 1 day, 13:51:07, time: 2.107, data_time: 0.009, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8719, loss_cls: 1.2604, loss: 1.2604, grad_norm: 9.0479 2020-08-01 01:50:17,246 - mmaction - INFO - Epoch [82][1620/3757] lr: 1.000e-04, eta: 1 day, 13:50:27, time: 1.695, data_time: 0.009, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8758, loss_cls: 1.2000, loss: 1.2000, grad_norm: 8.5483 2020-08-01 01:50:56,576 - mmaction - INFO - Epoch [82][1640/3757] lr: 1.000e-04, eta: 1 day, 13:49:48, time: 1.975, data_time: 0.077, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8570, loss_cls: 1.3693, loss: 1.3693, grad_norm: 9.1594 2020-08-01 01:51:37,736 - mmaction - INFO - Epoch [82][1660/3757] lr: 1.000e-04, eta: 1 day, 13:49:10, time: 2.060, data_time: 0.148, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8828, loss_cls: 1.1854, loss: 1.1854, grad_norm: 8.7023 2020-08-01 01:52:17,387 - mmaction - INFO - Epoch [82][1680/3757] lr: 1.000e-04, eta: 1 day, 13:48:31, time: 1.982, data_time: 0.003, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.2438, loss: 1.2438, grad_norm: 8.8031 2020-08-01 01:52:58,752 - mmaction - INFO - Epoch [82][1700/3757] lr: 1.000e-04, eta: 1 day, 13:47:52, time: 2.061, data_time: 0.010, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8758, loss_cls: 1.2298, loss: 1.2298, grad_norm: 8.4918 2020-08-01 01:53:36,207 - mmaction - INFO - Epoch [82][1720/3757] lr: 1.000e-04, eta: 1 day, 13:47:13, time: 1.880, data_time: 0.010, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8680, loss_cls: 1.3141, loss: 1.3141, grad_norm: 9.0084 2020-08-01 01:54:15,986 - mmaction - INFO - Epoch [82][1740/3757] lr: 1.000e-04, eta: 1 day, 13:46:34, time: 1.982, data_time: 0.009, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8906, loss_cls: 1.1231, loss: 1.1231, grad_norm: 8.5443 2020-08-01 01:54:55,089 - mmaction - INFO - Epoch [82][1760/3757] lr: 1.000e-04, eta: 1 day, 13:45:55, time: 1.962, data_time: 0.012, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8852, loss_cls: 1.1310, loss: 1.1310, grad_norm: 8.6005 2020-08-01 01:55:34,061 - mmaction - INFO - Epoch [82][1780/3757] lr: 1.000e-04, eta: 1 day, 13:45:16, time: 1.950, data_time: 0.010, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8828, loss_cls: 1.1860, loss: 1.1860, grad_norm: 8.8782 2020-08-01 01:56:10,943 - mmaction - INFO - Epoch [82][1800/3757] lr: 1.000e-04, eta: 1 day, 13:44:36, time: 1.843, data_time: 0.003, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8859, loss_cls: 1.1755, loss: 1.1755, grad_norm: 8.6605 2020-08-01 01:56:49,151 - mmaction - INFO - Epoch [82][1820/3757] lr: 1.000e-04, eta: 1 day, 13:43:57, time: 1.906, data_time: 0.067, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8758, loss_cls: 1.2278, loss: 1.2278, grad_norm: 8.9346 2020-08-01 01:57:29,393 - mmaction - INFO - Epoch [82][1840/3757] lr: 1.000e-04, eta: 1 day, 13:43:18, time: 2.018, data_time: 0.009, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8781, loss_cls: 1.2641, loss: 1.2641, grad_norm: 8.9145 2020-08-01 01:58:09,471 - mmaction - INFO - Epoch [82][1860/3757] lr: 1.000e-04, eta: 1 day, 13:42:39, time: 1.998, data_time: 0.015, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8812, loss_cls: 1.2045, loss: 1.2045, grad_norm: 8.8979 2020-08-01 01:58:51,386 - mmaction - INFO - Epoch [82][1880/3757] lr: 1.000e-04, eta: 1 day, 13:42:01, time: 2.096, data_time: 0.008, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8680, loss_cls: 1.2160, loss: 1.2160, grad_norm: 8.7996 2020-08-01 01:59:26,352 - mmaction - INFO - Epoch [82][1900/3757] lr: 1.000e-04, eta: 1 day, 13:41:21, time: 1.747, data_time: 0.008, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8836, loss_cls: 1.1745, loss: 1.1745, grad_norm: 8.8849 2020-08-01 02:00:10,700 - mmaction - INFO - Epoch [82][1920/3757] lr: 1.000e-04, eta: 1 day, 13:40:43, time: 2.216, data_time: 0.015, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8773, loss_cls: 1.2063, loss: 1.2063, grad_norm: 8.9438 2020-08-01 02:00:43,998 - mmaction - INFO - Epoch [82][1940/3757] lr: 1.000e-04, eta: 1 day, 13:40:03, time: 1.672, data_time: 0.154, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8867, loss_cls: 1.1970, loss: 1.1970, grad_norm: 8.9773 2020-08-01 02:01:27,374 - mmaction - INFO - Epoch [82][1960/3757] lr: 1.000e-04, eta: 1 day, 13:39:25, time: 2.166, data_time: 0.009, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8805, loss_cls: 1.2011, loss: 1.2011, grad_norm: 8.6412 2020-08-01 02:02:09,568 - mmaction - INFO - Epoch [82][1980/3757] lr: 1.000e-04, eta: 1 day, 13:38:46, time: 2.109, data_time: 0.011, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8750, loss_cls: 1.2025, loss: 1.2025, grad_norm: 8.7249 2020-08-01 02:02:48,253 - mmaction - INFO - Epoch [82][2000/3757] lr: 1.000e-04, eta: 1 day, 13:38:07, time: 1.934, data_time: 0.009, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8656, loss_cls: 1.3313, loss: 1.3313, grad_norm: 9.1662 2020-08-01 02:03:25,388 - mmaction - INFO - Epoch [82][2020/3757] lr: 1.000e-04, eta: 1 day, 13:37:28, time: 1.861, data_time: 0.007, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8906, loss_cls: 1.1888, loss: 1.1888, grad_norm: 8.7755 2020-08-01 02:04:07,690 - mmaction - INFO - Epoch [82][2040/3757] lr: 1.000e-04, eta: 1 day, 13:36:49, time: 2.112, data_time: 0.014, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8750, loss_cls: 1.2201, loss: 1.2201, grad_norm: 8.8023 2020-08-01 02:04:41,685 - mmaction - INFO - Epoch [82][2060/3757] lr: 1.000e-04, eta: 1 day, 13:36:09, time: 1.702, data_time: 0.275, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8797, loss_cls: 1.2665, loss: 1.2665, grad_norm: 9.1275 2020-08-01 02:05:23,851 - mmaction - INFO - Epoch [82][2080/3757] lr: 1.000e-04, eta: 1 day, 13:35:31, time: 2.103, data_time: 0.292, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8734, loss_cls: 1.2746, loss: 1.2746, grad_norm: 8.8837 2020-08-01 02:06:00,274 - mmaction - INFO - Epoch [82][2100/3757] lr: 1.000e-04, eta: 1 day, 13:34:51, time: 1.827, data_time: 0.469, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8820, loss_cls: 1.1929, loss: 1.1929, grad_norm: 8.7526 2020-08-01 02:06:43,352 - mmaction - INFO - Epoch [82][2120/3757] lr: 1.000e-04, eta: 1 day, 13:34:13, time: 2.154, data_time: 0.372, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8781, loss_cls: 1.1862, loss: 1.1862, grad_norm: 8.8573 2020-08-01 02:07:18,115 - mmaction - INFO - Epoch [82][2140/3757] lr: 1.000e-04, eta: 1 day, 13:33:33, time: 1.737, data_time: 0.002, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8711, loss_cls: 1.2740, loss: 1.2740, grad_norm: 9.0689 2020-08-01 02:07:55,052 - mmaction - INFO - Epoch [82][2160/3757] lr: 1.000e-04, eta: 1 day, 13:32:54, time: 1.847, data_time: 0.496, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8766, loss_cls: 1.2128, loss: 1.2128, grad_norm: 8.8501 2020-08-01 02:08:31,490 - mmaction - INFO - Epoch [82][2180/3757] lr: 1.000e-04, eta: 1 day, 13:32:14, time: 1.823, data_time: 0.950, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8727, loss_cls: 1.2625, loss: 1.2625, grad_norm: 8.8757 2020-08-01 02:09:10,142 - mmaction - INFO - Epoch [82][2200/3757] lr: 1.000e-04, eta: 1 day, 13:31:35, time: 1.925, data_time: 1.271, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8742, loss_cls: 1.3003, loss: 1.3003, grad_norm: 8.8447 2020-08-01 02:09:50,791 - mmaction - INFO - Epoch [82][2220/3757] lr: 1.000e-04, eta: 1 day, 13:30:56, time: 2.037, data_time: 0.875, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8797, loss_cls: 1.2518, loss: 1.2518, grad_norm: 9.0209 2020-08-01 02:10:29,498 - mmaction - INFO - Epoch [82][2240/3757] lr: 1.000e-04, eta: 1 day, 13:30:17, time: 1.934, data_time: 0.660, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8656, loss_cls: 1.3490, loss: 1.3490, grad_norm: 9.4207 2020-08-01 02:11:09,649 - mmaction - INFO - Epoch [82][2260/3757] lr: 1.000e-04, eta: 1 day, 13:29:38, time: 2.011, data_time: 0.545, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8805, loss_cls: 1.1571, loss: 1.1571, grad_norm: 8.3263 2020-08-01 02:11:49,114 - mmaction - INFO - Epoch [82][2280/3757] lr: 1.000e-04, eta: 1 day, 13:28:59, time: 1.969, data_time: 1.091, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8891, loss_cls: 1.1421, loss: 1.1421, grad_norm: 8.7762 2020-08-01 02:12:28,257 - mmaction - INFO - Epoch [82][2300/3757] lr: 1.000e-04, eta: 1 day, 13:28:20, time: 1.963, data_time: 0.291, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8672, loss_cls: 1.2363, loss: 1.2363, grad_norm: 8.8285 2020-08-01 02:13:06,736 - mmaction - INFO - Epoch [82][2320/3757] lr: 1.000e-04, eta: 1 day, 13:27:41, time: 1.921, data_time: 0.067, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8781, loss_cls: 1.2391, loss: 1.2391, grad_norm: 8.5935 2020-08-01 02:13:47,458 - mmaction - INFO - Epoch [82][2340/3757] lr: 1.000e-04, eta: 1 day, 13:27:02, time: 2.038, data_time: 0.023, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8672, loss_cls: 1.2901, loss: 1.2901, grad_norm: 8.8829 2020-08-01 02:14:26,464 - mmaction - INFO - Epoch [82][2360/3757] lr: 1.000e-04, eta: 1 day, 13:26:23, time: 1.945, data_time: 0.087, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8789, loss_cls: 1.1972, loss: 1.1972, grad_norm: 8.7079 2020-08-01 02:15:06,558 - mmaction - INFO - Epoch [82][2380/3757] lr: 1.000e-04, eta: 1 day, 13:25:44, time: 2.010, data_time: 0.541, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8664, loss_cls: 1.2983, loss: 1.2983, grad_norm: 8.9012 2020-08-01 02:15:45,875 - mmaction - INFO - Epoch [82][2400/3757] lr: 1.000e-04, eta: 1 day, 13:25:05, time: 1.964, data_time: 0.007, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8711, loss_cls: 1.2619, loss: 1.2619, grad_norm: 8.8612 2020-08-01 02:16:26,422 - mmaction - INFO - Epoch [82][2420/3757] lr: 1.000e-04, eta: 1 day, 13:24:27, time: 2.020, data_time: 0.010, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8688, loss_cls: 1.2955, loss: 1.2955, grad_norm: 9.1814 2020-08-01 02:17:02,115 - mmaction - INFO - Epoch [82][2440/3757] lr: 1.000e-04, eta: 1 day, 13:23:47, time: 1.793, data_time: 0.012, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8766, loss_cls: 1.2069, loss: 1.2069, grad_norm: 8.7512 2020-08-01 02:17:39,793 - mmaction - INFO - Epoch [82][2460/3757] lr: 1.000e-04, eta: 1 day, 13:23:07, time: 1.884, data_time: 0.008, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8781, loss_cls: 1.2042, loss: 1.2042, grad_norm: 8.5998 2020-08-01 02:18:18,028 - mmaction - INFO - Epoch [82][2480/3757] lr: 1.000e-04, eta: 1 day, 13:22:28, time: 1.913, data_time: 0.004, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8883, loss_cls: 1.2033, loss: 1.2033, grad_norm: 8.8463 2020-08-01 02:18:56,494 - mmaction - INFO - Epoch [82][2500/3757] lr: 1.000e-04, eta: 1 day, 13:21:49, time: 1.924, data_time: 0.008, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8727, loss_cls: 1.2021, loss: 1.2021, grad_norm: 8.7367 2020-08-01 02:19:35,917 - mmaction - INFO - Epoch [82][2520/3757] lr: 1.000e-04, eta: 1 day, 13:21:10, time: 1.970, data_time: 0.008, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8820, loss_cls: 1.1982, loss: 1.1982, grad_norm: 9.0837 2020-08-01 02:20:18,491 - mmaction - INFO - Epoch [82][2540/3757] lr: 1.000e-04, eta: 1 day, 13:20:32, time: 2.124, data_time: 0.003, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8734, loss_cls: 1.2545, loss: 1.2545, grad_norm: 8.6546 2020-08-01 02:20:56,437 - mmaction - INFO - Epoch [82][2560/3757] lr: 1.000e-04, eta: 1 day, 13:19:53, time: 1.902, data_time: 0.009, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8625, loss_cls: 1.2869, loss: 1.2869, grad_norm: 8.7947 2020-08-01 02:21:31,906 - mmaction - INFO - Epoch [82][2580/3757] lr: 1.000e-04, eta: 1 day, 13:19:13, time: 1.772, data_time: 0.009, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8758, loss_cls: 1.2604, loss: 1.2604, grad_norm: 8.9263 2020-08-01 02:22:10,231 - mmaction - INFO - Epoch [82][2600/3757] lr: 1.000e-04, eta: 1 day, 13:18:33, time: 1.916, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8828, loss_cls: 1.2111, loss: 1.2111, grad_norm: 9.0494 2020-08-01 02:22:50,525 - mmaction - INFO - Epoch [82][2620/3757] lr: 1.000e-04, eta: 1 day, 13:17:55, time: 2.010, data_time: 0.004, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8961, loss_cls: 1.1571, loss: 1.1571, grad_norm: 8.8309 2020-08-01 02:23:29,208 - mmaction - INFO - Epoch [82][2640/3757] lr: 1.000e-04, eta: 1 day, 13:17:16, time: 1.939, data_time: 0.009, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8602, loss_cls: 1.2998, loss: 1.2998, grad_norm: 8.9670 2020-08-01 02:24:09,275 - mmaction - INFO - Epoch [82][2660/3757] lr: 1.000e-04, eta: 1 day, 13:16:37, time: 2.002, data_time: 0.008, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8727, loss_cls: 1.2873, loss: 1.2873, grad_norm: 9.2387 2020-08-01 02:24:45,533 - mmaction - INFO - Epoch [82][2680/3757] lr: 1.000e-04, eta: 1 day, 13:15:57, time: 1.815, data_time: 0.008, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8641, loss_cls: 1.2450, loss: 1.2450, grad_norm: 8.7604 2020-08-01 02:25:23,442 - mmaction - INFO - Epoch [82][2700/3757] lr: 1.000e-04, eta: 1 day, 13:15:18, time: 1.888, data_time: 0.003, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8969, loss_cls: 1.1343, loss: 1.1343, grad_norm: 8.9753 2020-08-01 02:26:04,639 - mmaction - INFO - Epoch [82][2720/3757] lr: 1.000e-04, eta: 1 day, 13:14:39, time: 2.065, data_time: 0.012, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8758, loss_cls: 1.2004, loss: 1.2004, grad_norm: 8.9658 2020-08-01 02:26:47,576 - mmaction - INFO - Epoch [82][2740/3757] lr: 1.000e-04, eta: 1 day, 13:14:01, time: 2.150, data_time: 0.011, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8805, loss_cls: 1.2155, loss: 1.2155, grad_norm: 8.8856 2020-08-01 02:27:28,388 - mmaction - INFO - Epoch [82][2760/3757] lr: 1.000e-04, eta: 1 day, 13:13:22, time: 2.035, data_time: 0.008, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8805, loss_cls: 1.1577, loss: 1.1577, grad_norm: 8.5110 2020-08-01 02:28:06,659 - mmaction - INFO - Epoch [82][2780/3757] lr: 1.000e-04, eta: 1 day, 13:12:43, time: 1.919, data_time: 0.009, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8844, loss_cls: 1.2221, loss: 1.2221, grad_norm: 9.0746 2020-08-01 02:28:44,652 - mmaction - INFO - Epoch [82][2800/3757] lr: 1.000e-04, eta: 1 day, 13:12:04, time: 1.901, data_time: 0.024, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8820, loss_cls: 1.2061, loss: 1.2061, grad_norm: 8.8257 2020-08-01 02:29:24,082 - mmaction - INFO - Epoch [82][2820/3757] lr: 1.000e-04, eta: 1 day, 13:11:25, time: 1.972, data_time: 0.003, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8805, loss_cls: 1.2182, loss: 1.2182, grad_norm: 8.8624 2020-08-01 02:30:00,085 - mmaction - INFO - Epoch [82][2840/3757] lr: 1.000e-04, eta: 1 day, 13:10:45, time: 1.793, data_time: 0.007, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8648, loss_cls: 1.2322, loss: 1.2322, grad_norm: 8.5917 2020-08-01 02:30:39,703 - mmaction - INFO - Epoch [82][2860/3757] lr: 1.000e-04, eta: 1 day, 13:10:06, time: 1.986, data_time: 0.139, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8859, loss_cls: 1.1542, loss: 1.1542, grad_norm: 8.6713 2020-08-01 02:31:17,126 - mmaction - INFO - Epoch [82][2880/3757] lr: 1.000e-04, eta: 1 day, 13:09:27, time: 1.865, data_time: 0.219, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8781, loss_cls: 1.2606, loss: 1.2606, grad_norm: 8.9661 2020-08-01 02:31:58,302 - mmaction - INFO - Epoch [82][2900/3757] lr: 1.000e-04, eta: 1 day, 13:08:48, time: 2.066, data_time: 0.283, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8820, loss_cls: 1.1481, loss: 1.1481, grad_norm: 8.7303 2020-08-01 02:32:39,855 - mmaction - INFO - Epoch [82][2920/3757] lr: 1.000e-04, eta: 1 day, 13:08:10, time: 2.074, data_time: 0.102, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8820, loss_cls: 1.2513, loss: 1.2513, grad_norm: 9.0887 2020-08-01 02:33:18,196 - mmaction - INFO - Epoch [82][2940/3757] lr: 1.000e-04, eta: 1 day, 13:07:30, time: 1.916, data_time: 0.032, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8727, loss_cls: 1.2473, loss: 1.2473, grad_norm: 9.0543 2020-08-01 02:33:54,082 - mmaction - INFO - Epoch [82][2960/3757] lr: 1.000e-04, eta: 1 day, 13:06:51, time: 1.797, data_time: 0.013, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8719, loss_cls: 1.2286, loss: 1.2286, grad_norm: 8.7879 2020-08-01 02:34:32,712 - mmaction - INFO - Epoch [82][2980/3757] lr: 1.000e-04, eta: 1 day, 13:06:11, time: 1.926, data_time: 0.010, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8672, loss_cls: 1.2216, loss: 1.2216, grad_norm: 8.8824 2020-08-01 02:35:13,129 - mmaction - INFO - Epoch [82][3000/3757] lr: 1.000e-04, eta: 1 day, 13:05:33, time: 2.021, data_time: 0.010, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8766, loss_cls: 1.2597, loss: 1.2597, grad_norm: 8.7916 2020-08-01 02:35:54,690 - mmaction - INFO - Epoch [82][3020/3757] lr: 1.000e-04, eta: 1 day, 13:04:54, time: 2.086, data_time: 0.010, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8875, loss_cls: 1.1894, loss: 1.1894, grad_norm: 8.9633 2020-08-01 02:36:30,044 - mmaction - INFO - Epoch [82][3040/3757] lr: 1.000e-04, eta: 1 day, 13:04:14, time: 1.765, data_time: 0.008, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8688, loss_cls: 1.3112, loss: 1.3112, grad_norm: 9.0821 2020-08-01 02:37:09,236 - mmaction - INFO - Epoch [82][3060/3757] lr: 1.000e-04, eta: 1 day, 13:03:35, time: 1.962, data_time: 0.085, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8719, loss_cls: 1.2508, loss: 1.2508, grad_norm: 9.0482 2020-08-01 02:37:46,220 - mmaction - INFO - Epoch [82][3080/3757] lr: 1.000e-04, eta: 1 day, 13:02:56, time: 1.844, data_time: 0.461, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8742, loss_cls: 1.2553, loss: 1.2553, grad_norm: 8.7229 2020-08-01 02:38:25,854 - mmaction - INFO - Epoch [82][3100/3757] lr: 1.000e-04, eta: 1 day, 13:02:17, time: 1.986, data_time: 1.073, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8859, loss_cls: 1.1798, loss: 1.1798, grad_norm: 8.6686 2020-08-01 02:39:06,171 - mmaction - INFO - Epoch [82][3120/3757] lr: 1.000e-04, eta: 1 day, 13:01:38, time: 2.016, data_time: 1.350, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8570, loss_cls: 1.3367, loss: 1.3367, grad_norm: 8.9765 2020-08-01 02:39:42,850 - mmaction - INFO - Epoch [82][3140/3757] lr: 1.000e-04, eta: 1 day, 13:00:59, time: 1.833, data_time: 1.163, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8891, loss_cls: 1.1815, loss: 1.1815, grad_norm: 8.7708 2020-08-01 02:40:24,782 - mmaction - INFO - Epoch [82][3160/3757] lr: 1.000e-04, eta: 1 day, 13:00:20, time: 2.092, data_time: 1.008, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8828, loss_cls: 1.1878, loss: 1.1878, grad_norm: 8.6027 2020-08-01 02:41:02,177 - mmaction - INFO - Epoch [82][3180/3757] lr: 1.000e-04, eta: 1 day, 12:59:41, time: 1.873, data_time: 0.625, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8742, loss_cls: 1.2415, loss: 1.2415, grad_norm: 8.8271 2020-08-01 02:41:41,485 - mmaction - INFO - Epoch [82][3200/3757] lr: 1.000e-04, eta: 1 day, 12:59:02, time: 1.966, data_time: 1.298, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8805, loss_cls: 1.2220, loss: 1.2220, grad_norm: 8.7661 2020-08-01 02:42:21,092 - mmaction - INFO - Epoch [82][3220/3757] lr: 1.000e-04, eta: 1 day, 12:58:23, time: 1.975, data_time: 1.323, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8766, loss_cls: 1.2119, loss: 1.2119, grad_norm: 8.7291 2020-08-01 02:42:57,674 - mmaction - INFO - Epoch [82][3240/3757] lr: 1.000e-04, eta: 1 day, 12:57:43, time: 1.832, data_time: 1.112, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8781, loss_cls: 1.2341, loss: 1.2341, grad_norm: 8.9457 2020-08-01 02:43:37,702 - mmaction - INFO - Epoch [82][3260/3757] lr: 1.000e-04, eta: 1 day, 12:57:04, time: 2.006, data_time: 0.505, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8797, loss_cls: 1.2511, loss: 1.2511, grad_norm: 9.2777 2020-08-01 02:44:15,747 - mmaction - INFO - Epoch [82][3280/3757] lr: 1.000e-04, eta: 1 day, 12:56:25, time: 1.892, data_time: 0.008, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8664, loss_cls: 1.2673, loss: 1.2673, grad_norm: 9.1656 2020-08-01 02:44:51,400 - mmaction - INFO - Epoch [82][3300/3757] lr: 1.000e-04, eta: 1 day, 12:55:45, time: 1.793, data_time: 0.013, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8688, loss_cls: 1.3311, loss: 1.3311, grad_norm: 9.0237 2020-08-01 02:45:31,868 - mmaction - INFO - Epoch [82][3320/3757] lr: 1.000e-04, eta: 1 day, 12:55:07, time: 2.016, data_time: 0.234, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8859, loss_cls: 1.2008, loss: 1.2008, grad_norm: 9.1047 2020-08-01 02:46:09,680 - mmaction - INFO - Epoch [82][3340/3757] lr: 1.000e-04, eta: 1 day, 12:54:27, time: 1.897, data_time: 0.046, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8523, loss_cls: 1.3171, loss: 1.3171, grad_norm: 8.8813 2020-08-01 02:46:48,818 - mmaction - INFO - Epoch [82][3360/3757] lr: 1.000e-04, eta: 1 day, 12:53:48, time: 1.948, data_time: 0.026, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8766, loss_cls: 1.1962, loss: 1.1962, grad_norm: 8.7784 2020-08-01 02:47:29,571 - mmaction - INFO - Epoch [82][3380/3757] lr: 1.000e-04, eta: 1 day, 12:53:09, time: 2.046, data_time: 0.011, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8609, loss_cls: 1.2655, loss: 1.2655, grad_norm: 8.8634 2020-08-01 02:48:10,701 - mmaction - INFO - Epoch [82][3400/3757] lr: 1.000e-04, eta: 1 day, 12:52:31, time: 2.054, data_time: 0.008, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8883, loss_cls: 1.1472, loss: 1.1472, grad_norm: 8.8602 2020-08-01 02:48:47,676 - mmaction - INFO - Epoch [82][3420/3757] lr: 1.000e-04, eta: 1 day, 12:51:51, time: 1.853, data_time: 0.008, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8789, loss_cls: 1.2143, loss: 1.2143, grad_norm: 9.0333 2020-08-01 02:49:29,487 - mmaction - INFO - Epoch [82][3440/3757] lr: 1.000e-04, eta: 1 day, 12:51:13, time: 2.085, data_time: 0.605, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8758, loss_cls: 1.1715, loss: 1.1715, grad_norm: 8.7312 2020-08-01 02:50:03,298 - mmaction - INFO - Epoch [82][3460/3757] lr: 1.000e-04, eta: 1 day, 12:50:33, time: 1.695, data_time: 0.485, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8805, loss_cls: 1.1645, loss: 1.1645, grad_norm: 8.6289 2020-08-01 02:50:43,610 - mmaction - INFO - Epoch [82][3480/3757] lr: 1.000e-04, eta: 1 day, 12:49:54, time: 2.014, data_time: 0.109, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8664, loss_cls: 1.2435, loss: 1.2435, grad_norm: 9.3365 2020-08-01 02:51:21,632 - mmaction - INFO - Epoch [82][3500/3757] lr: 1.000e-04, eta: 1 day, 12:49:15, time: 1.903, data_time: 0.204, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8891, loss_cls: 1.1672, loss: 1.1672, grad_norm: 8.6799 2020-08-01 02:52:01,369 - mmaction - INFO - Epoch [82][3520/3757] lr: 1.000e-04, eta: 1 day, 12:48:36, time: 1.979, data_time: 0.019, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8758, loss_cls: 1.2479, loss: 1.2479, grad_norm: 9.0342 2020-08-01 02:52:40,434 - mmaction - INFO - Epoch [82][3540/3757] lr: 1.000e-04, eta: 1 day, 12:47:57, time: 1.953, data_time: 0.011, memory: 5170, top1_acc: 0.7109, top5_acc: 0.9023, loss_cls: 1.1234, loss: 1.1234, grad_norm: 9.1604 2020-08-01 02:53:18,685 - mmaction - INFO - Epoch [82][3560/3757] lr: 1.000e-04, eta: 1 day, 12:47:17, time: 1.922, data_time: 0.012, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8898, loss_cls: 1.1364, loss: 1.1364, grad_norm: 8.4870 2020-08-01 02:53:53,912 - mmaction - INFO - Epoch [82][3580/3757] lr: 1.000e-04, eta: 1 day, 12:46:38, time: 1.753, data_time: 0.007, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8758, loss_cls: 1.2318, loss: 1.2318, grad_norm: 8.9353 2020-08-01 02:54:32,791 - mmaction - INFO - Epoch [82][3600/3757] lr: 1.000e-04, eta: 1 day, 12:45:58, time: 1.950, data_time: 0.130, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8789, loss_cls: 1.2264, loss: 1.2264, grad_norm: 8.9618 2020-08-01 02:55:14,245 - mmaction - INFO - Epoch [82][3620/3757] lr: 1.000e-04, eta: 1 day, 12:45:20, time: 2.069, data_time: 0.224, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8719, loss_cls: 1.2545, loss: 1.2545, grad_norm: 8.9727 2020-08-01 02:55:51,651 - mmaction - INFO - Epoch [82][3640/3757] lr: 1.000e-04, eta: 1 day, 12:44:41, time: 1.875, data_time: 0.011, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8773, loss_cls: 1.2436, loss: 1.2436, grad_norm: 8.9368 2020-08-01 02:56:32,085 - mmaction - INFO - Epoch [82][3660/3757] lr: 1.000e-04, eta: 1 day, 12:44:02, time: 2.019, data_time: 0.009, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8758, loss_cls: 1.2329, loss: 1.2329, grad_norm: 8.9037 2020-08-01 02:57:12,726 - mmaction - INFO - Epoch [82][3680/3757] lr: 1.000e-04, eta: 1 day, 12:43:23, time: 2.036, data_time: 0.007, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8969, loss_cls: 1.1422, loss: 1.1422, grad_norm: 8.8520 2020-08-01 02:57:51,060 - mmaction - INFO - Epoch [82][3700/3757] lr: 1.000e-04, eta: 1 day, 12:42:44, time: 1.917, data_time: 0.007, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8703, loss_cls: 1.1980, loss: 1.1980, grad_norm: 8.7325 2020-08-01 02:58:24,625 - mmaction - INFO - Epoch [82][3720/3757] lr: 1.000e-04, eta: 1 day, 12:42:04, time: 1.677, data_time: 0.002, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8688, loss_cls: 1.3028, loss: 1.3028, grad_norm: 9.3169 2020-08-01 02:59:09,908 - mmaction - INFO - Epoch [82][3740/3757] lr: 1.000e-04, eta: 1 day, 12:41:26, time: 2.266, data_time: 0.331, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8852, loss_cls: 1.1295, loss: 1.1295, grad_norm: 8.4491 2020-08-01 02:59:33,441 - mmaction - INFO - Saving checkpoint at 82 epochs 2020-08-01 03:00:28,718 - mmaction - INFO - Epoch [83][20/3757] lr: 1.000e-04, eta: 1 day, 12:40:09, time: 2.634, data_time: 0.781, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8938, loss_cls: 1.1867, loss: 1.1867, grad_norm: 8.9456 2020-08-01 03:01:06,946 - mmaction - INFO - Epoch [83][40/3757] lr: 1.000e-04, eta: 1 day, 12:39:30, time: 1.925, data_time: 0.027, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8852, loss_cls: 1.2049, loss: 1.2049, grad_norm: 8.7795 2020-08-01 03:01:49,726 - mmaction - INFO - Epoch [83][60/3757] lr: 1.000e-04, eta: 1 day, 12:38:52, time: 2.140, data_time: 0.008, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8711, loss_cls: 1.1973, loss: 1.1973, grad_norm: 8.8792 2020-08-01 03:02:30,841 - mmaction - INFO - Epoch [83][80/3757] lr: 1.000e-04, eta: 1 day, 12:38:13, time: 2.048, data_time: 0.003, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8898, loss_cls: 1.1792, loss: 1.1792, grad_norm: 8.8367 2020-08-01 03:03:08,734 - mmaction - INFO - Epoch [83][100/3757] lr: 1.000e-04, eta: 1 day, 12:37:34, time: 1.895, data_time: 0.450, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8617, loss_cls: 1.3015, loss: 1.3015, grad_norm: 9.0299 2020-08-01 03:03:48,255 - mmaction - INFO - Epoch [83][120/3757] lr: 1.000e-04, eta: 1 day, 12:36:55, time: 1.983, data_time: 1.080, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8703, loss_cls: 1.2593, loss: 1.2593, grad_norm: 8.8627 2020-08-01 03:04:30,303 - mmaction - INFO - Epoch [83][140/3757] lr: 1.000e-04, eta: 1 day, 12:36:17, time: 2.102, data_time: 0.356, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8977, loss_cls: 1.1522, loss: 1.1522, grad_norm: 8.7117 2020-08-01 03:05:07,876 - mmaction - INFO - Epoch [83][160/3757] lr: 1.000e-04, eta: 1 day, 12:35:37, time: 1.880, data_time: 0.008, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8789, loss_cls: 1.1980, loss: 1.1980, grad_norm: 8.8137 2020-08-01 03:05:47,934 - mmaction - INFO - Epoch [83][180/3757] lr: 1.000e-04, eta: 1 day, 12:34:59, time: 1.998, data_time: 0.005, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8742, loss_cls: 1.2732, loss: 1.2732, grad_norm: 9.2565 2020-08-01 03:06:21,517 - mmaction - INFO - Epoch [83][200/3757] lr: 1.000e-04, eta: 1 day, 12:34:18, time: 1.682, data_time: 0.197, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8758, loss_cls: 1.2625, loss: 1.2625, grad_norm: 9.0426 2020-08-01 03:07:03,476 - mmaction - INFO - Epoch [83][220/3757] lr: 1.000e-04, eta: 1 day, 12:33:40, time: 2.095, data_time: 0.085, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8789, loss_cls: 1.2055, loss: 1.2055, grad_norm: 9.0165 2020-08-01 03:07:45,131 - mmaction - INFO - Epoch [83][240/3757] lr: 1.000e-04, eta: 1 day, 12:33:01, time: 2.087, data_time: 0.013, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8648, loss_cls: 1.2775, loss: 1.2775, grad_norm: 9.0933 2020-08-01 03:08:22,304 - mmaction - INFO - Epoch [83][260/3757] lr: 1.000e-04, eta: 1 day, 12:32:22, time: 1.854, data_time: 0.007, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8656, loss_cls: 1.2524, loss: 1.2524, grad_norm: 9.1359 2020-08-01 03:09:01,398 - mmaction - INFO - Epoch [83][280/3757] lr: 1.000e-04, eta: 1 day, 12:31:43, time: 1.959, data_time: 0.009, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8711, loss_cls: 1.2519, loss: 1.2519, grad_norm: 9.0758 2020-08-01 03:09:40,495 - mmaction - INFO - Epoch [83][300/3757] lr: 1.000e-04, eta: 1 day, 12:31:04, time: 1.948, data_time: 0.010, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8875, loss_cls: 1.1831, loss: 1.1831, grad_norm: 8.9331 2020-08-01 03:10:20,694 - mmaction - INFO - Epoch [83][320/3757] lr: 1.000e-04, eta: 1 day, 12:30:25, time: 2.011, data_time: 0.105, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8914, loss_cls: 1.1273, loss: 1.1273, grad_norm: 8.7463 2020-08-01 03:11:01,972 - mmaction - INFO - Epoch [83][340/3757] lr: 1.000e-04, eta: 1 day, 12:29:46, time: 2.070, data_time: 0.062, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8680, loss_cls: 1.2890, loss: 1.2890, grad_norm: 9.2895 2020-08-01 03:11:39,428 - mmaction - INFO - Epoch [83][360/3757] lr: 1.000e-04, eta: 1 day, 12:29:07, time: 1.872, data_time: 0.009, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8789, loss_cls: 1.2185, loss: 1.2185, grad_norm: 9.1890 2020-08-01 03:12:20,166 - mmaction - INFO - Epoch [83][380/3757] lr: 1.000e-04, eta: 1 day, 12:28:28, time: 2.032, data_time: 0.007, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8844, loss_cls: 1.1485, loss: 1.1485, grad_norm: 8.6247 2020-08-01 03:12:58,322 - mmaction - INFO - Epoch [83][400/3757] lr: 1.000e-04, eta: 1 day, 12:27:49, time: 1.914, data_time: 0.010, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8773, loss_cls: 1.2194, loss: 1.2194, grad_norm: 8.8483 2020-08-01 03:13:38,173 - mmaction - INFO - Epoch [83][420/3757] lr: 1.000e-04, eta: 1 day, 12:27:10, time: 1.990, data_time: 0.137, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8875, loss_cls: 1.1735, loss: 1.1735, grad_norm: 8.6778 2020-08-01 03:14:18,561 - mmaction - INFO - Epoch [83][440/3757] lr: 1.000e-04, eta: 1 day, 12:26:31, time: 2.016, data_time: 0.022, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8820, loss_cls: 1.1743, loss: 1.1743, grad_norm: 8.8705 2020-08-01 03:14:58,084 - mmaction - INFO - Epoch [83][460/3757] lr: 1.000e-04, eta: 1 day, 12:25:53, time: 1.983, data_time: 0.010, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8703, loss_cls: 1.2489, loss: 1.2489, grad_norm: 9.1284 2020-08-01 03:15:39,583 - mmaction - INFO - Epoch [83][480/3757] lr: 1.000e-04, eta: 1 day, 12:25:14, time: 2.070, data_time: 0.007, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8711, loss_cls: 1.2821, loss: 1.2821, grad_norm: 8.9995 2020-08-01 03:16:13,868 - mmaction - INFO - Epoch [83][500/3757] lr: 1.000e-04, eta: 1 day, 12:24:34, time: 1.716, data_time: 0.008, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8859, loss_cls: 1.1653, loss: 1.1653, grad_norm: 8.6288 2020-08-01 03:16:53,842 - mmaction - INFO - Epoch [83][520/3757] lr: 1.000e-04, eta: 1 day, 12:23:55, time: 1.998, data_time: 0.070, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8656, loss_cls: 1.2364, loss: 1.2364, grad_norm: 8.7122 2020-08-01 03:17:31,341 - mmaction - INFO - Epoch [83][540/3757] lr: 1.000e-04, eta: 1 day, 12:23:16, time: 1.876, data_time: 0.245, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8719, loss_cls: 1.2779, loss: 1.2779, grad_norm: 9.2298 2020-08-01 03:18:11,594 - mmaction - INFO - Epoch [83][560/3757] lr: 1.000e-04, eta: 1 day, 12:22:37, time: 2.011, data_time: 0.125, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8867, loss_cls: 1.2042, loss: 1.2042, grad_norm: 8.6671 2020-08-01 03:18:48,932 - mmaction - INFO - Epoch [83][580/3757] lr: 1.000e-04, eta: 1 day, 12:21:57, time: 1.868, data_time: 0.041, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8727, loss_cls: 1.2221, loss: 1.2221, grad_norm: 9.0422 2020-08-01 03:19:25,297 - mmaction - INFO - Epoch [83][600/3757] lr: 1.000e-04, eta: 1 day, 12:21:18, time: 1.822, data_time: 0.619, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8727, loss_cls: 1.2517, loss: 1.2517, grad_norm: 9.0447 2020-08-01 03:20:05,999 - mmaction - INFO - Epoch [83][620/3757] lr: 1.000e-04, eta: 1 day, 12:20:39, time: 2.035, data_time: 0.637, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8758, loss_cls: 1.2183, loss: 1.2183, grad_norm: 8.9643 2020-08-01 03:20:46,756 - mmaction - INFO - Epoch [83][640/3757] lr: 1.000e-04, eta: 1 day, 12:20:00, time: 2.037, data_time: 0.114, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8898, loss_cls: 1.2255, loss: 1.2255, grad_norm: 9.1451 2020-08-01 03:21:23,277 - mmaction - INFO - Epoch [83][660/3757] lr: 1.000e-04, eta: 1 day, 12:19:21, time: 1.817, data_time: 0.009, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8906, loss_cls: 1.1270, loss: 1.1270, grad_norm: 8.7747 2020-08-01 03:22:04,153 - mmaction - INFO - Epoch [83][680/3757] lr: 1.000e-04, eta: 1 day, 12:18:42, time: 2.051, data_time: 0.013, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8844, loss_cls: 1.1854, loss: 1.1854, grad_norm: 8.8204 2020-08-01 03:22:41,825 - mmaction - INFO - Epoch [83][700/3757] lr: 1.000e-04, eta: 1 day, 12:18:03, time: 1.878, data_time: 0.004, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8711, loss_cls: 1.2734, loss: 1.2734, grad_norm: 9.1681 2020-08-01 03:23:17,872 - mmaction - INFO - Epoch [83][720/3757] lr: 1.000e-04, eta: 1 day, 12:17:23, time: 1.810, data_time: 0.011, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8859, loss_cls: 1.1762, loss: 1.1762, grad_norm: 8.7939 2020-08-01 03:23:59,405 - mmaction - INFO - Epoch [83][740/3757] lr: 1.000e-04, eta: 1 day, 12:16:45, time: 2.071, data_time: 0.159, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8844, loss_cls: 1.2065, loss: 1.2065, grad_norm: 8.8421 2020-08-01 03:24:39,445 - mmaction - INFO - Epoch [83][760/3757] lr: 1.000e-04, eta: 1 day, 12:16:06, time: 2.008, data_time: 0.023, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8648, loss_cls: 1.2852, loss: 1.2852, grad_norm: 8.8793 2020-08-01 03:25:18,176 - mmaction - INFO - Epoch [83][780/3757] lr: 1.000e-04, eta: 1 day, 12:15:27, time: 1.928, data_time: 0.007, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8734, loss_cls: 1.2371, loss: 1.2371, grad_norm: 9.1082 2020-08-01 03:25:55,796 - mmaction - INFO - Epoch [83][800/3757] lr: 1.000e-04, eta: 1 day, 12:14:47, time: 1.889, data_time: 0.011, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8734, loss_cls: 1.2398, loss: 1.2398, grad_norm: 9.1807 2020-08-01 03:26:32,967 - mmaction - INFO - Epoch [83][820/3757] lr: 1.000e-04, eta: 1 day, 12:14:08, time: 1.859, data_time: 0.009, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8867, loss_cls: 1.1812, loss: 1.1812, grad_norm: 9.0249 2020-08-01 03:27:10,676 - mmaction - INFO - Epoch [83][840/3757] lr: 1.000e-04, eta: 1 day, 12:13:28, time: 1.881, data_time: 0.060, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8586, loss_cls: 1.3128, loss: 1.3128, grad_norm: 9.4034 2020-08-01 03:27:49,208 - mmaction - INFO - Epoch [83][860/3757] lr: 1.000e-04, eta: 1 day, 12:12:49, time: 1.932, data_time: 0.013, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8836, loss_cls: 1.2359, loss: 1.2359, grad_norm: 9.0842 2020-08-01 03:28:30,107 - mmaction - INFO - Epoch [83][880/3757] lr: 1.000e-04, eta: 1 day, 12:12:11, time: 2.044, data_time: 0.007, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8789, loss_cls: 1.2462, loss: 1.2462, grad_norm: 8.8811 2020-08-01 03:29:07,334 - mmaction - INFO - Epoch [83][900/3757] lr: 1.000e-04, eta: 1 day, 12:11:31, time: 1.861, data_time: 0.114, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8773, loss_cls: 1.2422, loss: 1.2422, grad_norm: 9.0149 2020-08-01 03:29:48,450 - mmaction - INFO - Epoch [83][920/3757] lr: 1.000e-04, eta: 1 day, 12:10:53, time: 2.052, data_time: 0.065, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8828, loss_cls: 1.1903, loss: 1.1903, grad_norm: 8.9040 2020-08-01 03:30:27,279 - mmaction - INFO - Epoch [83][940/3757] lr: 1.000e-04, eta: 1 day, 12:10:13, time: 1.945, data_time: 0.006, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8797, loss_cls: 1.2031, loss: 1.2031, grad_norm: 8.9110 2020-08-01 03:31:02,816 - mmaction - INFO - Epoch [83][960/3757] lr: 1.000e-04, eta: 1 day, 12:09:34, time: 1.776, data_time: 0.003, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8812, loss_cls: 1.2309, loss: 1.2309, grad_norm: 8.8296 2020-08-01 03:31:44,487 - mmaction - INFO - Epoch [83][980/3757] lr: 1.000e-04, eta: 1 day, 12:08:55, time: 2.083, data_time: 0.009, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8719, loss_cls: 1.2325, loss: 1.2325, grad_norm: 8.9104 2020-08-01 03:32:20,796 - mmaction - INFO - Epoch [83][1000/3757] lr: 1.000e-04, eta: 1 day, 12:08:16, time: 1.813, data_time: 0.113, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8836, loss_cls: 1.1818, loss: 1.1818, grad_norm: 8.7444 2020-08-01 03:32:58,919 - mmaction - INFO - Epoch [83][1020/3757] lr: 1.000e-04, eta: 1 day, 12:07:36, time: 1.909, data_time: 0.030, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8758, loss_cls: 1.2713, loss: 1.2713, grad_norm: 9.0513 2020-08-01 03:33:36,010 - mmaction - INFO - Epoch [83][1040/3757] lr: 1.000e-04, eta: 1 day, 12:06:57, time: 1.849, data_time: 0.061, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8867, loss_cls: 1.1908, loss: 1.1908, grad_norm: 8.8483 2020-08-01 03:34:20,984 - mmaction - INFO - Epoch [83][1060/3757] lr: 1.000e-04, eta: 1 day, 12:06:19, time: 2.248, data_time: 0.137, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8719, loss_cls: 1.2328, loss: 1.2328, grad_norm: 8.7055 2020-08-01 03:34:59,823 - mmaction - INFO - Epoch [83][1080/3757] lr: 1.000e-04, eta: 1 day, 12:05:40, time: 1.948, data_time: 0.134, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8766, loss_cls: 1.2036, loss: 1.2036, grad_norm: 8.8126 2020-08-01 03:35:37,773 - mmaction - INFO - Epoch [83][1100/3757] lr: 1.000e-04, eta: 1 day, 12:05:01, time: 1.892, data_time: 0.271, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8773, loss_cls: 1.2860, loss: 1.2860, grad_norm: 9.0687 2020-08-01 03:36:16,456 - mmaction - INFO - Epoch [83][1120/3757] lr: 1.000e-04, eta: 1 day, 12:04:21, time: 1.937, data_time: 0.037, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8750, loss_cls: 1.2456, loss: 1.2456, grad_norm: 9.0324 2020-08-01 03:36:54,677 - mmaction - INFO - Epoch [83][1140/3757] lr: 1.000e-04, eta: 1 day, 12:03:42, time: 1.908, data_time: 0.011, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8797, loss_cls: 1.1737, loss: 1.1737, grad_norm: 8.6802 2020-08-01 03:37:33,646 - mmaction - INFO - Epoch [83][1160/3757] lr: 1.000e-04, eta: 1 day, 12:03:03, time: 1.955, data_time: 0.354, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8711, loss_cls: 1.2572, loss: 1.2572, grad_norm: 8.8949 2020-08-01 03:38:12,378 - mmaction - INFO - Epoch [83][1180/3757] lr: 1.000e-04, eta: 1 day, 12:02:24, time: 1.936, data_time: 0.131, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8828, loss_cls: 1.1678, loss: 1.1678, grad_norm: 8.7094 2020-08-01 03:38:49,370 - mmaction - INFO - Epoch [83][1200/3757] lr: 1.000e-04, eta: 1 day, 12:01:45, time: 1.848, data_time: 0.211, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8805, loss_cls: 1.1700, loss: 1.1700, grad_norm: 8.8788 2020-08-01 03:39:26,556 - mmaction - INFO - Epoch [83][1220/3757] lr: 1.000e-04, eta: 1 day, 12:01:05, time: 1.854, data_time: 0.032, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8719, loss_cls: 1.2344, loss: 1.2344, grad_norm: 8.5984 2020-08-01 03:40:05,844 - mmaction - INFO - Epoch [83][1240/3757] lr: 1.000e-04, eta: 1 day, 12:00:26, time: 1.971, data_time: 0.139, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8727, loss_cls: 1.2642, loss: 1.2642, grad_norm: 8.8590 2020-08-01 03:40:47,108 - mmaction - INFO - Epoch [83][1260/3757] lr: 1.000e-04, eta: 1 day, 11:59:48, time: 2.061, data_time: 0.053, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8961, loss_cls: 1.1748, loss: 1.1748, grad_norm: 8.8968 2020-08-01 03:41:25,896 - mmaction - INFO - Epoch [83][1280/3757] lr: 1.000e-04, eta: 1 day, 11:59:08, time: 1.937, data_time: 0.013, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8781, loss_cls: 1.2144, loss: 1.2144, grad_norm: 8.9154 2020-08-01 03:42:05,429 - mmaction - INFO - Epoch [83][1300/3757] lr: 1.000e-04, eta: 1 day, 11:58:29, time: 1.980, data_time: 0.264, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8883, loss_cls: 1.1895, loss: 1.1895, grad_norm: 8.9188 2020-08-01 03:42:44,307 - mmaction - INFO - Epoch [83][1320/3757] lr: 1.000e-04, eta: 1 day, 11:57:50, time: 1.940, data_time: 0.011, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8695, loss_cls: 1.2839, loss: 1.2839, grad_norm: 9.2699 2020-08-01 03:43:23,128 - mmaction - INFO - Epoch [83][1340/3757] lr: 1.000e-04, eta: 1 day, 11:57:11, time: 1.946, data_time: 0.009, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8711, loss_cls: 1.1976, loss: 1.1976, grad_norm: 8.6189 2020-08-01 03:44:01,279 - mmaction - INFO - Epoch [83][1360/3757] lr: 1.000e-04, eta: 1 day, 11:56:32, time: 1.902, data_time: 0.292, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8672, loss_cls: 1.2857, loss: 1.2857, grad_norm: 9.1372 2020-08-01 03:44:38,129 - mmaction - INFO - Epoch [83][1380/3757] lr: 1.000e-04, eta: 1 day, 11:55:53, time: 1.850, data_time: 0.142, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8820, loss_cls: 1.1904, loss: 1.1904, grad_norm: 8.8525 2020-08-01 03:45:16,090 - mmaction - INFO - Epoch [83][1400/3757] lr: 1.000e-04, eta: 1 day, 11:55:13, time: 1.899, data_time: 0.008, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8711, loss_cls: 1.2628, loss: 1.2628, grad_norm: 8.9503 2020-08-01 03:45:54,247 - mmaction - INFO - Epoch [83][1420/3757] lr: 1.000e-04, eta: 1 day, 11:54:34, time: 1.908, data_time: 0.002, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8633, loss_cls: 1.2289, loss: 1.2289, grad_norm: 9.1548 2020-08-01 03:46:34,399 - mmaction - INFO - Epoch [83][1440/3757] lr: 1.000e-04, eta: 1 day, 11:53:55, time: 2.001, data_time: 0.006, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8766, loss_cls: 1.2337, loss: 1.2337, grad_norm: 9.2252 2020-08-01 03:47:14,572 - mmaction - INFO - Epoch [83][1460/3757] lr: 1.000e-04, eta: 1 day, 11:53:16, time: 2.015, data_time: 0.139, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8695, loss_cls: 1.3220, loss: 1.3220, grad_norm: 9.2640 2020-08-01 03:47:55,236 - mmaction - INFO - Epoch [83][1480/3757] lr: 1.000e-04, eta: 1 day, 11:52:38, time: 2.027, data_time: 0.266, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8828, loss_cls: 1.1931, loss: 1.1931, grad_norm: 8.8438 2020-08-01 03:48:32,565 - mmaction - INFO - Epoch [83][1500/3757] lr: 1.000e-04, eta: 1 day, 11:51:58, time: 1.873, data_time: 0.009, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1883, loss: 1.1883, grad_norm: 9.1270 2020-08-01 03:49:13,904 - mmaction - INFO - Epoch [83][1520/3757] lr: 1.000e-04, eta: 1 day, 11:51:20, time: 2.059, data_time: 0.009, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8734, loss_cls: 1.2540, loss: 1.2540, grad_norm: 9.1840 2020-08-01 03:49:54,518 - mmaction - INFO - Epoch [83][1540/3757] lr: 1.000e-04, eta: 1 day, 11:50:41, time: 2.039, data_time: 0.010, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8828, loss_cls: 1.2580, loss: 1.2580, grad_norm: 9.2725 2020-08-01 03:50:34,396 - mmaction - INFO - Epoch [83][1560/3757] lr: 1.000e-04, eta: 1 day, 11:50:02, time: 1.992, data_time: 0.008, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8781, loss_cls: 1.2536, loss: 1.2536, grad_norm: 9.0854 2020-08-01 03:51:12,522 - mmaction - INFO - Epoch [83][1580/3757] lr: 1.000e-04, eta: 1 day, 11:49:23, time: 1.907, data_time: 0.016, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8727, loss_cls: 1.2417, loss: 1.2417, grad_norm: 8.9138 2020-08-01 03:51:51,475 - mmaction - INFO - Epoch [83][1600/3757] lr: 1.000e-04, eta: 1 day, 11:48:44, time: 1.944, data_time: 0.031, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8797, loss_cls: 1.2086, loss: 1.2086, grad_norm: 8.7570 2020-08-01 03:52:31,139 - mmaction - INFO - Epoch [83][1620/3757] lr: 1.000e-04, eta: 1 day, 11:48:05, time: 1.978, data_time: 0.009, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8594, loss_cls: 1.2827, loss: 1.2827, grad_norm: 8.9720 2020-08-01 03:53:11,425 - mmaction - INFO - Epoch [83][1640/3757] lr: 1.000e-04, eta: 1 day, 11:47:26, time: 2.020, data_time: 0.018, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8867, loss_cls: 1.1158, loss: 1.1158, grad_norm: 8.4582 2020-08-01 03:53:48,132 - mmaction - INFO - Epoch [83][1660/3757] lr: 1.000e-04, eta: 1 day, 11:46:46, time: 1.837, data_time: 0.011, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8672, loss_cls: 1.2739, loss: 1.2739, grad_norm: 8.8590 2020-08-01 03:54:25,655 - mmaction - INFO - Epoch [83][1680/3757] lr: 1.000e-04, eta: 1 day, 11:46:07, time: 1.877, data_time: 0.134, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8805, loss_cls: 1.2474, loss: 1.2474, grad_norm: 9.4131 2020-08-01 03:55:07,157 - mmaction - INFO - Epoch [83][1700/3757] lr: 1.000e-04, eta: 1 day, 11:45:29, time: 2.071, data_time: 0.678, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8836, loss_cls: 1.1361, loss: 1.1361, grad_norm: 8.5398 2020-08-01 03:55:43,513 - mmaction - INFO - Epoch [83][1720/3757] lr: 1.000e-04, eta: 1 day, 11:44:49, time: 1.821, data_time: 1.037, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8797, loss_cls: 1.2213, loss: 1.2213, grad_norm: 8.6976 2020-08-01 03:56:24,580 - mmaction - INFO - Epoch [83][1740/3757] lr: 1.000e-04, eta: 1 day, 11:44:10, time: 2.054, data_time: 0.812, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8820, loss_cls: 1.2389, loss: 1.2389, grad_norm: 8.9484 2020-08-01 03:57:00,869 - mmaction - INFO - Epoch [83][1760/3757] lr: 1.000e-04, eta: 1 day, 11:43:31, time: 1.816, data_time: 0.210, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8703, loss_cls: 1.2574, loss: 1.2574, grad_norm: 9.1404 2020-08-01 03:57:40,122 - mmaction - INFO - Epoch [83][1780/3757] lr: 1.000e-04, eta: 1 day, 11:42:52, time: 1.959, data_time: 0.146, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8875, loss_cls: 1.1614, loss: 1.1614, grad_norm: 8.9507 2020-08-01 03:58:18,874 - mmaction - INFO - Epoch [83][1800/3757] lr: 1.000e-04, eta: 1 day, 11:42:13, time: 1.934, data_time: 0.191, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8648, loss_cls: 1.2564, loss: 1.2564, grad_norm: 9.3178 2020-08-01 03:58:58,281 - mmaction - INFO - Epoch [83][1820/3757] lr: 1.000e-04, eta: 1 day, 11:41:34, time: 1.976, data_time: 0.010, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8898, loss_cls: 1.1339, loss: 1.1339, grad_norm: 8.7884 2020-08-01 03:59:41,541 - mmaction - INFO - Epoch [83][1840/3757] lr: 1.000e-04, eta: 1 day, 11:40:55, time: 2.160, data_time: 0.008, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8898, loss_cls: 1.1348, loss: 1.1348, grad_norm: 8.8358 2020-08-01 04:00:19,676 - mmaction - INFO - Epoch [83][1860/3757] lr: 1.000e-04, eta: 1 day, 11:40:16, time: 1.893, data_time: 0.014, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8758, loss_cls: 1.2410, loss: 1.2410, grad_norm: 8.9435 2020-08-01 04:00:59,149 - mmaction - INFO - Epoch [83][1880/3757] lr: 1.000e-04, eta: 1 day, 11:39:37, time: 1.990, data_time: 0.078, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8898, loss_cls: 1.1443, loss: 1.1443, grad_norm: 8.8754 2020-08-01 04:01:37,758 - mmaction - INFO - Epoch [83][1900/3757] lr: 1.000e-04, eta: 1 day, 11:38:58, time: 1.926, data_time: 0.072, memory: 5170, top1_acc: 0.7336, top5_acc: 0.8883, loss_cls: 1.1557, loss: 1.1557, grad_norm: 8.5287 2020-08-01 04:02:11,733 - mmaction - INFO - Epoch [83][1920/3757] lr: 1.000e-04, eta: 1 day, 11:38:18, time: 1.696, data_time: 0.157, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8766, loss_cls: 1.1818, loss: 1.1818, grad_norm: 9.0595 2020-08-01 04:02:48,248 - mmaction - INFO - Epoch [83][1940/3757] lr: 1.000e-04, eta: 1 day, 11:37:38, time: 1.835, data_time: 0.917, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8883, loss_cls: 1.1428, loss: 1.1428, grad_norm: 8.6431 2020-08-01 04:03:26,134 - mmaction - INFO - Epoch [83][1960/3757] lr: 1.000e-04, eta: 1 day, 11:36:59, time: 1.895, data_time: 0.613, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8805, loss_cls: 1.1643, loss: 1.1643, grad_norm: 8.8574 2020-08-01 04:04:09,450 - mmaction - INFO - Epoch [83][1980/3757] lr: 1.000e-04, eta: 1 day, 11:36:21, time: 2.162, data_time: 0.230, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8719, loss_cls: 1.2334, loss: 1.2334, grad_norm: 9.1400 2020-08-01 04:04:46,881 - mmaction - INFO - Epoch [83][2000/3757] lr: 1.000e-04, eta: 1 day, 11:35:42, time: 1.876, data_time: 0.007, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8844, loss_cls: 1.2030, loss: 1.2030, grad_norm: 8.8509 2020-08-01 04:05:26,128 - mmaction - INFO - Epoch [83][2020/3757] lr: 1.000e-04, eta: 1 day, 11:35:03, time: 1.961, data_time: 0.008, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8781, loss_cls: 1.2118, loss: 1.2118, grad_norm: 9.0393 2020-08-01 04:06:09,399 - mmaction - INFO - Epoch [83][2040/3757] lr: 1.000e-04, eta: 1 day, 11:34:24, time: 2.163, data_time: 0.004, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8758, loss_cls: 1.2455, loss: 1.2455, grad_norm: 8.9676 2020-08-01 04:06:47,811 - mmaction - INFO - Epoch [83][2060/3757] lr: 1.000e-04, eta: 1 day, 11:33:45, time: 1.922, data_time: 0.009, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8898, loss_cls: 1.1300, loss: 1.1300, grad_norm: 8.6276 2020-08-01 04:07:27,052 - mmaction - INFO - Epoch [83][2080/3757] lr: 1.000e-04, eta: 1 day, 11:33:06, time: 1.954, data_time: 0.008, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8727, loss_cls: 1.2602, loss: 1.2602, grad_norm: 9.0467 2020-08-01 04:08:06,586 - mmaction - INFO - Epoch [83][2100/3757] lr: 1.000e-04, eta: 1 day, 11:32:27, time: 1.983, data_time: 0.011, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8969, loss_cls: 1.1221, loss: 1.1221, grad_norm: 8.7706 2020-08-01 04:08:43,885 - mmaction - INFO - Epoch [83][2120/3757] lr: 1.000e-04, eta: 1 day, 11:31:48, time: 1.866, data_time: 0.009, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8961, loss_cls: 1.1537, loss: 1.1537, grad_norm: 8.7215 2020-08-01 04:09:21,402 - mmaction - INFO - Epoch [83][2140/3757] lr: 1.000e-04, eta: 1 day, 11:31:08, time: 1.875, data_time: 0.039, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8844, loss_cls: 1.1922, loss: 1.1922, grad_norm: 8.8829 2020-08-01 04:10:01,332 - mmaction - INFO - Epoch [83][2160/3757] lr: 1.000e-04, eta: 1 day, 11:30:30, time: 1.990, data_time: 0.167, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8680, loss_cls: 1.2639, loss: 1.2639, grad_norm: 9.0021 2020-08-01 04:10:39,370 - mmaction - INFO - Epoch [83][2180/3757] lr: 1.000e-04, eta: 1 day, 11:29:50, time: 1.909, data_time: 0.010, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8695, loss_cls: 1.3391, loss: 1.3391, grad_norm: 9.3103 2020-08-01 04:11:19,267 - mmaction - INFO - Epoch [83][2200/3757] lr: 1.000e-04, eta: 1 day, 11:29:11, time: 1.994, data_time: 0.009, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8609, loss_cls: 1.3369, loss: 1.3369, grad_norm: 9.3847 2020-08-01 04:11:55,747 - mmaction - INFO - Epoch [83][2220/3757] lr: 1.000e-04, eta: 1 day, 11:28:32, time: 1.825, data_time: 0.004, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8758, loss_cls: 1.2196, loss: 1.2196, grad_norm: 9.0002 2020-08-01 04:12:37,930 - mmaction - INFO - Epoch [83][2240/3757] lr: 1.000e-04, eta: 1 day, 11:27:53, time: 2.101, data_time: 0.007, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8547, loss_cls: 1.2650, loss: 1.2650, grad_norm: 8.9974 2020-08-01 04:13:19,360 - mmaction - INFO - Epoch [83][2260/3757] lr: 1.000e-04, eta: 1 day, 11:27:15, time: 2.078, data_time: 0.015, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8781, loss_cls: 1.1822, loss: 1.1822, grad_norm: 8.9142 2020-08-01 04:13:57,485 - mmaction - INFO - Epoch [83][2280/3757] lr: 1.000e-04, eta: 1 day, 11:26:36, time: 1.908, data_time: 0.009, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8766, loss_cls: 1.1588, loss: 1.1588, grad_norm: 8.5818 2020-08-01 04:14:36,380 - mmaction - INFO - Epoch [83][2300/3757] lr: 1.000e-04, eta: 1 day, 11:25:57, time: 1.944, data_time: 0.008, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8797, loss_cls: 1.2014, loss: 1.2014, grad_norm: 8.7901 2020-08-01 04:15:11,037 - mmaction - INFO - Epoch [83][2320/3757] lr: 1.000e-04, eta: 1 day, 11:25:17, time: 1.733, data_time: 0.008, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8914, loss_cls: 1.1691, loss: 1.1691, grad_norm: 8.8809 2020-08-01 04:15:54,523 - mmaction - INFO - Epoch [83][2340/3757] lr: 1.000e-04, eta: 1 day, 11:24:38, time: 2.170, data_time: 0.197, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8867, loss_cls: 1.1464, loss: 1.1464, grad_norm: 8.5487 2020-08-01 04:16:33,783 - mmaction - INFO - Epoch [83][2360/3757] lr: 1.000e-04, eta: 1 day, 11:23:59, time: 1.957, data_time: 0.015, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8711, loss_cls: 1.2978, loss: 1.2978, grad_norm: 9.3017 2020-08-01 04:17:08,858 - mmaction - INFO - Epoch [83][2380/3757] lr: 1.000e-04, eta: 1 day, 11:23:20, time: 1.763, data_time: 0.054, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8883, loss_cls: 1.2034, loss: 1.2034, grad_norm: 9.0910 2020-08-01 04:17:46,021 - mmaction - INFO - Epoch [83][2400/3757] lr: 1.000e-04, eta: 1 day, 11:22:40, time: 1.850, data_time: 0.319, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8922, loss_cls: 1.1522, loss: 1.1522, grad_norm: 8.7210 2020-08-01 04:18:25,104 - mmaction - INFO - Epoch [83][2420/3757] lr: 1.000e-04, eta: 1 day, 11:22:01, time: 1.961, data_time: 0.505, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8898, loss_cls: 1.1584, loss: 1.1584, grad_norm: 8.8438 2020-08-01 04:19:04,163 - mmaction - INFO - Epoch [83][2440/3757] lr: 1.000e-04, eta: 1 day, 11:21:22, time: 1.953, data_time: 0.126, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8891, loss_cls: 1.1338, loss: 1.1338, grad_norm: 8.6825 2020-08-01 04:19:43,511 - mmaction - INFO - Epoch [83][2460/3757] lr: 1.000e-04, eta: 1 day, 11:20:43, time: 1.970, data_time: 0.012, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8758, loss_cls: 1.2219, loss: 1.2219, grad_norm: 8.8188 2020-08-01 04:20:21,978 - mmaction - INFO - Epoch [83][2480/3757] lr: 1.000e-04, eta: 1 day, 11:20:04, time: 1.921, data_time: 0.011, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8930, loss_cls: 1.1423, loss: 1.1423, grad_norm: 8.8370 2020-08-01 04:20:58,682 - mmaction - INFO - Epoch [83][2500/3757] lr: 1.000e-04, eta: 1 day, 11:19:24, time: 1.836, data_time: 0.045, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8797, loss_cls: 1.2070, loss: 1.2070, grad_norm: 9.0736 2020-08-01 04:21:40,829 - mmaction - INFO - Epoch [83][2520/3757] lr: 1.000e-04, eta: 1 day, 11:18:46, time: 2.105, data_time: 0.257, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8758, loss_cls: 1.2397, loss: 1.2397, grad_norm: 9.1731 2020-08-01 04:22:20,376 - mmaction - INFO - Epoch [83][2540/3757] lr: 1.000e-04, eta: 1 day, 11:18:07, time: 1.970, data_time: 0.006, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8625, loss_cls: 1.2231, loss: 1.2231, grad_norm: 8.8193 2020-08-01 04:22:59,723 - mmaction - INFO - Epoch [83][2560/3757] lr: 1.000e-04, eta: 1 day, 11:17:28, time: 1.976, data_time: 0.019, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8539, loss_cls: 1.3118, loss: 1.3118, grad_norm: 9.3318 2020-08-01 04:23:39,328 - mmaction - INFO - Epoch [83][2580/3757] lr: 1.000e-04, eta: 1 day, 11:16:49, time: 1.981, data_time: 0.004, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8883, loss_cls: 1.1912, loss: 1.1912, grad_norm: 8.8393 2020-08-01 04:24:20,481 - mmaction - INFO - Epoch [83][2600/3757] lr: 1.000e-04, eta: 1 day, 11:16:10, time: 2.056, data_time: 0.255, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8750, loss_cls: 1.2782, loss: 1.2782, grad_norm: 9.4825 2020-08-01 04:24:57,351 - mmaction - INFO - Epoch [83][2620/3757] lr: 1.000e-04, eta: 1 day, 11:15:31, time: 1.846, data_time: 0.720, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8703, loss_cls: 1.2707, loss: 1.2707, grad_norm: 9.3030 2020-08-01 04:25:35,628 - mmaction - INFO - Epoch [83][2640/3757] lr: 1.000e-04, eta: 1 day, 11:14:52, time: 1.910, data_time: 0.151, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8734, loss_cls: 1.2848, loss: 1.2848, grad_norm: 9.1190 2020-08-01 04:26:15,259 - mmaction - INFO - Epoch [83][2660/3757] lr: 1.000e-04, eta: 1 day, 11:14:13, time: 1.985, data_time: 0.008, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8672, loss_cls: 1.3083, loss: 1.3083, grad_norm: 9.2673 2020-08-01 04:26:55,103 - mmaction - INFO - Epoch [83][2680/3757] lr: 1.000e-04, eta: 1 day, 11:13:34, time: 1.992, data_time: 0.009, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8750, loss_cls: 1.1803, loss: 1.1803, grad_norm: 8.7632 2020-08-01 04:27:35,043 - mmaction - INFO - Epoch [83][2700/3757] lr: 1.000e-04, eta: 1 day, 11:12:55, time: 1.996, data_time: 0.002, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8719, loss_cls: 1.2659, loss: 1.2659, grad_norm: 9.0568 2020-08-01 04:28:15,784 - mmaction - INFO - Epoch [83][2720/3757] lr: 1.000e-04, eta: 1 day, 11:12:16, time: 2.028, data_time: 0.008, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8859, loss_cls: 1.1704, loss: 1.1704, grad_norm: 8.7166 2020-08-01 04:28:54,499 - mmaction - INFO - Epoch [83][2740/3757] lr: 1.000e-04, eta: 1 day, 11:11:37, time: 1.944, data_time: 0.012, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8891, loss_cls: 1.1419, loss: 1.1419, grad_norm: 8.7633 2020-08-01 04:29:30,875 - mmaction - INFO - Epoch [83][2760/3757] lr: 1.000e-04, eta: 1 day, 11:10:58, time: 1.817, data_time: 0.096, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8852, loss_cls: 1.1756, loss: 1.1756, grad_norm: 8.5806 2020-08-01 04:30:07,994 - mmaction - INFO - Epoch [83][2780/3757] lr: 1.000e-04, eta: 1 day, 11:10:18, time: 1.858, data_time: 0.130, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8734, loss_cls: 1.2552, loss: 1.2552, grad_norm: 9.0474 2020-08-01 04:30:48,550 - mmaction - INFO - Epoch [83][2800/3757] lr: 1.000e-04, eta: 1 day, 11:09:39, time: 2.030, data_time: 0.043, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8875, loss_cls: 1.1759, loss: 1.1759, grad_norm: 8.5418 2020-08-01 04:31:29,459 - mmaction - INFO - Epoch [83][2820/3757] lr: 1.000e-04, eta: 1 day, 11:09:01, time: 2.039, data_time: 0.008, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8578, loss_cls: 1.2962, loss: 1.2962, grad_norm: 8.9426 2020-08-01 04:32:04,854 - mmaction - INFO - Epoch [83][2840/3757] lr: 1.000e-04, eta: 1 day, 11:08:21, time: 1.775, data_time: 0.014, memory: 5170, top1_acc: 0.7336, top5_acc: 0.8922, loss_cls: 1.1349, loss: 1.1349, grad_norm: 8.7690 2020-08-01 04:32:47,646 - mmaction - INFO - Epoch [83][2860/3757] lr: 1.000e-04, eta: 1 day, 11:07:43, time: 2.133, data_time: 0.009, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8805, loss_cls: 1.2201, loss: 1.2201, grad_norm: 8.9289 2020-08-01 04:33:24,194 - mmaction - INFO - Epoch [83][2880/3757] lr: 1.000e-04, eta: 1 day, 11:07:03, time: 1.834, data_time: 0.009, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8820, loss_cls: 1.1754, loss: 1.1754, grad_norm: 8.8926 2020-08-01 04:34:05,280 - mmaction - INFO - Epoch [83][2900/3757] lr: 1.000e-04, eta: 1 day, 11:06:24, time: 2.051, data_time: 0.013, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8820, loss_cls: 1.2053, loss: 1.2053, grad_norm: 8.7400 2020-08-01 04:34:45,458 - mmaction - INFO - Epoch [83][2920/3757] lr: 1.000e-04, eta: 1 day, 11:05:46, time: 2.012, data_time: 0.007, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8766, loss_cls: 1.2712, loss: 1.2712, grad_norm: 9.0246 2020-08-01 04:35:24,786 - mmaction - INFO - Epoch [83][2940/3757] lr: 1.000e-04, eta: 1 day, 11:05:07, time: 1.963, data_time: 0.009, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8805, loss_cls: 1.2020, loss: 1.2020, grad_norm: 9.3907 2020-08-01 04:36:00,473 - mmaction - INFO - Epoch [83][2960/3757] lr: 1.000e-04, eta: 1 day, 11:04:27, time: 1.788, data_time: 0.008, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8695, loss_cls: 1.2671, loss: 1.2671, grad_norm: 8.8779 2020-08-01 04:36:43,758 - mmaction - INFO - Epoch [83][2980/3757] lr: 1.000e-04, eta: 1 day, 11:03:49, time: 2.157, data_time: 0.007, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8898, loss_cls: 1.1524, loss: 1.1524, grad_norm: 8.8633 2020-08-01 04:37:21,915 - mmaction - INFO - Epoch [83][3000/3757] lr: 1.000e-04, eta: 1 day, 11:03:09, time: 1.912, data_time: 0.011, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8891, loss_cls: 1.2194, loss: 1.2194, grad_norm: 8.9633 2020-08-01 04:37:59,549 - mmaction - INFO - Epoch [83][3020/3757] lr: 1.000e-04, eta: 1 day, 11:02:30, time: 1.884, data_time: 0.322, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8898, loss_cls: 1.1516, loss: 1.1516, grad_norm: 8.8091 2020-08-01 04:38:36,299 - mmaction - INFO - Epoch [83][3040/3757] lr: 1.000e-04, eta: 1 day, 11:01:51, time: 1.834, data_time: 0.009, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8633, loss_cls: 1.2847, loss: 1.2847, grad_norm: 8.7936 2020-08-01 04:39:16,542 - mmaction - INFO - Epoch [83][3060/3757] lr: 1.000e-04, eta: 1 day, 11:01:12, time: 2.013, data_time: 0.017, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8664, loss_cls: 1.2725, loss: 1.2725, grad_norm: 8.9213 2020-08-01 04:39:53,058 - mmaction - INFO - Epoch [83][3080/3757] lr: 1.000e-04, eta: 1 day, 11:00:32, time: 1.829, data_time: 0.011, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8906, loss_cls: 1.1675, loss: 1.1675, grad_norm: 8.8234 2020-08-01 04:40:29,421 - mmaction - INFO - Epoch [83][3100/3757] lr: 1.000e-04, eta: 1 day, 10:59:53, time: 1.811, data_time: 0.008, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8898, loss_cls: 1.1229, loss: 1.1229, grad_norm: 8.4177 2020-08-01 04:41:09,367 - mmaction - INFO - Epoch [83][3120/3757] lr: 1.000e-04, eta: 1 day, 10:59:14, time: 2.005, data_time: 0.040, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8953, loss_cls: 1.1772, loss: 1.1772, grad_norm: 9.0353 2020-08-01 04:41:55,238 - mmaction - INFO - Epoch [83][3140/3757] lr: 1.000e-04, eta: 1 day, 10:58:36, time: 2.290, data_time: 0.007, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8859, loss_cls: 1.1529, loss: 1.1529, grad_norm: 8.5939 2020-08-01 04:42:30,217 - mmaction - INFO - Epoch [83][3160/3757] lr: 1.000e-04, eta: 1 day, 10:57:56, time: 1.752, data_time: 0.006, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8695, loss_cls: 1.2395, loss: 1.2395, grad_norm: 8.7883 2020-08-01 04:43:10,616 - mmaction - INFO - Epoch [83][3180/3757] lr: 1.000e-04, eta: 1 day, 10:57:17, time: 2.009, data_time: 0.007, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8688, loss_cls: 1.3165, loss: 1.3165, grad_norm: 9.1714 2020-08-01 04:43:46,294 - mmaction - INFO - Epoch [83][3200/3757] lr: 1.000e-04, eta: 1 day, 10:56:38, time: 1.795, data_time: 0.020, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8812, loss_cls: 1.2424, loss: 1.2424, grad_norm: 9.2054 2020-08-01 04:44:24,554 - mmaction - INFO - Epoch [83][3220/3757] lr: 1.000e-04, eta: 1 day, 10:55:58, time: 1.909, data_time: 0.066, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8867, loss_cls: 1.1836, loss: 1.1836, grad_norm: 8.8908 2020-08-01 04:45:02,066 - mmaction - INFO - Epoch [83][3240/3757] lr: 1.000e-04, eta: 1 day, 10:55:19, time: 1.879, data_time: 0.060, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8773, loss_cls: 1.2238, loss: 1.2238, grad_norm: 8.9101 2020-08-01 04:45:41,338 - mmaction - INFO - Epoch [83][3260/3757] lr: 1.000e-04, eta: 1 day, 10:54:40, time: 1.958, data_time: 0.063, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8867, loss_cls: 1.1757, loss: 1.1757, grad_norm: 8.7414 2020-08-01 04:46:20,671 - mmaction - INFO - Epoch [83][3280/3757] lr: 1.000e-04, eta: 1 day, 10:54:01, time: 1.973, data_time: 0.018, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8703, loss_cls: 1.2504, loss: 1.2504, grad_norm: 9.0623 2020-08-01 04:47:00,645 - mmaction - INFO - Epoch [83][3300/3757] lr: 1.000e-04, eta: 1 day, 10:53:22, time: 1.992, data_time: 0.160, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8789, loss_cls: 1.2354, loss: 1.2354, grad_norm: 8.9136 2020-08-01 04:47:39,533 - mmaction - INFO - Epoch [83][3320/3757] lr: 1.000e-04, eta: 1 day, 10:52:43, time: 1.951, data_time: 0.338, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8695, loss_cls: 1.3087, loss: 1.3087, grad_norm: 9.3576 2020-08-01 04:48:18,305 - mmaction - INFO - Epoch [83][3340/3757] lr: 1.000e-04, eta: 1 day, 10:52:04, time: 1.936, data_time: 0.534, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8773, loss_cls: 1.1923, loss: 1.1923, grad_norm: 8.7967 2020-08-01 04:48:57,410 - mmaction - INFO - Epoch [83][3360/3757] lr: 1.000e-04, eta: 1 day, 10:51:25, time: 1.957, data_time: 1.064, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8719, loss_cls: 1.2135, loss: 1.2135, grad_norm: 8.7164 2020-08-01 04:49:39,837 - mmaction - INFO - Epoch [83][3380/3757] lr: 1.000e-04, eta: 1 day, 10:50:47, time: 2.119, data_time: 1.541, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8680, loss_cls: 1.2707, loss: 1.2707, grad_norm: 8.9269 2020-08-01 04:50:17,443 - mmaction - INFO - Epoch [83][3400/3757] lr: 1.000e-04, eta: 1 day, 10:50:07, time: 1.879, data_time: 1.320, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8867, loss_cls: 1.1924, loss: 1.1924, grad_norm: 9.0888 2020-08-01 04:50:55,095 - mmaction - INFO - Epoch [83][3420/3757] lr: 1.000e-04, eta: 1 day, 10:49:28, time: 1.884, data_time: 1.002, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8727, loss_cls: 1.1699, loss: 1.1699, grad_norm: 8.5421 2020-08-01 04:51:31,882 - mmaction - INFO - Epoch [83][3440/3757] lr: 1.000e-04, eta: 1 day, 10:48:48, time: 1.834, data_time: 0.774, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8727, loss_cls: 1.2399, loss: 1.2399, grad_norm: 8.8220 2020-08-01 04:52:12,899 - mmaction - INFO - Epoch [83][3460/3757] lr: 1.000e-04, eta: 1 day, 10:48:10, time: 2.051, data_time: 0.140, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8680, loss_cls: 1.2394, loss: 1.2394, grad_norm: 9.1042 2020-08-01 04:52:51,378 - mmaction - INFO - Epoch [83][3480/3757] lr: 1.000e-04, eta: 1 day, 10:47:31, time: 1.927, data_time: 0.374, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8680, loss_cls: 1.2611, loss: 1.2611, grad_norm: 8.9161 2020-08-01 04:53:28,715 - mmaction - INFO - Epoch [83][3500/3757] lr: 1.000e-04, eta: 1 day, 10:46:51, time: 1.865, data_time: 0.475, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8789, loss_cls: 1.2258, loss: 1.2258, grad_norm: 9.0845 2020-08-01 04:54:08,030 - mmaction - INFO - Epoch [83][3520/3757] lr: 1.000e-04, eta: 1 day, 10:46:12, time: 1.971, data_time: 1.314, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8820, loss_cls: 1.2114, loss: 1.2114, grad_norm: 8.9802 2020-08-01 04:54:46,457 - mmaction - INFO - Epoch [83][3540/3757] lr: 1.000e-04, eta: 1 day, 10:45:33, time: 1.922, data_time: 0.995, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8914, loss_cls: 1.1386, loss: 1.1386, grad_norm: 8.6594 2020-08-01 04:55:26,916 - mmaction - INFO - Epoch [83][3560/3757] lr: 1.000e-04, eta: 1 day, 10:44:54, time: 2.021, data_time: 1.426, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8695, loss_cls: 1.2647, loss: 1.2647, grad_norm: 9.0766 2020-08-01 04:56:04,978 - mmaction - INFO - Epoch [83][3580/3757] lr: 1.000e-04, eta: 1 day, 10:44:15, time: 1.904, data_time: 1.328, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8828, loss_cls: 1.2054, loss: 1.2054, grad_norm: 8.7418 2020-08-01 04:56:42,001 - mmaction - INFO - Epoch [83][3600/3757] lr: 1.000e-04, eta: 1 day, 10:43:35, time: 1.850, data_time: 0.501, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8781, loss_cls: 1.1918, loss: 1.1918, grad_norm: 8.9227 2020-08-01 04:57:25,017 - mmaction - INFO - Epoch [83][3620/3757] lr: 1.000e-04, eta: 1 day, 10:42:57, time: 2.154, data_time: 0.006, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8883, loss_cls: 1.1665, loss: 1.1665, grad_norm: 9.1240 2020-08-01 04:58:00,345 - mmaction - INFO - Epoch [83][3640/3757] lr: 1.000e-04, eta: 1 day, 10:42:17, time: 1.765, data_time: 0.072, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8750, loss_cls: 1.2707, loss: 1.2707, grad_norm: 9.1157 2020-08-01 04:58:37,324 - mmaction - INFO - Epoch [83][3660/3757] lr: 1.000e-04, eta: 1 day, 10:41:38, time: 1.849, data_time: 0.181, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8836, loss_cls: 1.1808, loss: 1.1808, grad_norm: 8.8829 2020-08-01 04:59:16,373 - mmaction - INFO - Epoch [83][3680/3757] lr: 1.000e-04, eta: 1 day, 10:40:59, time: 1.948, data_time: 0.397, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2398, loss: 1.2398, grad_norm: 9.3496 2020-08-01 04:59:56,571 - mmaction - INFO - Epoch [83][3700/3757] lr: 1.000e-04, eta: 1 day, 10:40:20, time: 2.015, data_time: 0.548, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8758, loss_cls: 1.2333, loss: 1.2333, grad_norm: 8.8220 2020-08-01 05:00:38,760 - mmaction - INFO - Epoch [83][3720/3757] lr: 1.000e-04, eta: 1 day, 10:39:42, time: 2.091, data_time: 0.711, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8711, loss_cls: 1.2389, loss: 1.2389, grad_norm: 8.8518 2020-08-01 05:01:20,541 - mmaction - INFO - Epoch [83][3740/3757] lr: 1.000e-04, eta: 1 day, 10:39:03, time: 2.104, data_time: 0.033, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8852, loss_cls: 1.1834, loss: 1.1834, grad_norm: 8.8215 2020-08-01 05:01:43,204 - mmaction - INFO - Saving checkpoint at 83 epochs 2020-08-01 05:02:38,523 - mmaction - INFO - Epoch [84][20/3757] lr: 1.000e-04, eta: 1 day, 10:37:47, time: 2.669, data_time: 0.973, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8781, loss_cls: 1.1993, loss: 1.1993, grad_norm: 8.8873 2020-08-01 05:03:16,564 - mmaction - INFO - Epoch [84][40/3757] lr: 1.000e-04, eta: 1 day, 10:37:08, time: 1.903, data_time: 0.033, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8891, loss_cls: 1.1835, loss: 1.1835, grad_norm: 8.8077 2020-08-01 05:03:55,980 - mmaction - INFO - Epoch [84][60/3757] lr: 1.000e-04, eta: 1 day, 10:36:29, time: 1.967, data_time: 0.017, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8641, loss_cls: 1.2899, loss: 1.2899, grad_norm: 9.2336 2020-08-01 05:04:37,220 - mmaction - INFO - Epoch [84][80/3757] lr: 1.000e-04, eta: 1 day, 10:35:50, time: 2.061, data_time: 0.185, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8820, loss_cls: 1.1778, loss: 1.1778, grad_norm: 9.0459 2020-08-01 05:05:18,439 - mmaction - INFO - Epoch [84][100/3757] lr: 1.000e-04, eta: 1 day, 10:35:12, time: 2.062, data_time: 0.009, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.2247, loss: 1.2247, grad_norm: 9.0218 2020-08-01 05:05:53,962 - mmaction - INFO - Epoch [84][120/3757] lr: 1.000e-04, eta: 1 day, 10:34:32, time: 1.779, data_time: 0.009, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8586, loss_cls: 1.3326, loss: 1.3326, grad_norm: 9.4037 2020-08-01 05:06:31,848 - mmaction - INFO - Epoch [84][140/3757] lr: 1.000e-04, eta: 1 day, 10:33:53, time: 1.892, data_time: 0.315, memory: 5170, top1_acc: 0.7391, top5_acc: 0.8859, loss_cls: 1.0996, loss: 1.0996, grad_norm: 8.5445 2020-08-01 05:07:12,977 - mmaction - INFO - Epoch [84][160/3757] lr: 1.000e-04, eta: 1 day, 10:33:14, time: 2.056, data_time: 0.556, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8883, loss_cls: 1.1975, loss: 1.1975, grad_norm: 9.0647 2020-08-01 05:07:48,764 - mmaction - INFO - Epoch [84][180/3757] lr: 1.000e-04, eta: 1 day, 10:32:34, time: 1.792, data_time: 0.518, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8836, loss_cls: 1.1991, loss: 1.1991, grad_norm: 8.8591 2020-08-01 05:08:31,747 - mmaction - INFO - Epoch [84][200/3757] lr: 1.000e-04, eta: 1 day, 10:31:56, time: 2.142, data_time: 0.614, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8883, loss_cls: 1.1491, loss: 1.1491, grad_norm: 8.7351 2020-08-01 05:09:05,115 - mmaction - INFO - Epoch [84][220/3757] lr: 1.000e-04, eta: 1 day, 10:31:16, time: 1.672, data_time: 0.032, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8758, loss_cls: 1.1565, loss: 1.1565, grad_norm: 8.8205 2020-08-01 05:09:44,561 - mmaction - INFO - Epoch [84][240/3757] lr: 1.000e-04, eta: 1 day, 10:30:37, time: 1.972, data_time: 0.071, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8656, loss_cls: 1.2452, loss: 1.2452, grad_norm: 9.3815 2020-08-01 05:10:24,516 - mmaction - INFO - Epoch [84][260/3757] lr: 1.000e-04, eta: 1 day, 10:29:58, time: 1.998, data_time: 0.006, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8859, loss_cls: 1.1849, loss: 1.1849, grad_norm: 8.8489 2020-08-01 05:11:02,397 - mmaction - INFO - Epoch [84][280/3757] lr: 1.000e-04, eta: 1 day, 10:29:19, time: 1.896, data_time: 0.006, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8875, loss_cls: 1.1978, loss: 1.1978, grad_norm: 9.2335 2020-08-01 05:11:43,393 - mmaction - INFO - Epoch [84][300/3757] lr: 1.000e-04, eta: 1 day, 10:28:40, time: 2.044, data_time: 0.008, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8836, loss_cls: 1.1417, loss: 1.1417, grad_norm: 8.5858 2020-08-01 05:12:20,937 - mmaction - INFO - Epoch [84][320/3757] lr: 1.000e-04, eta: 1 day, 10:28:01, time: 1.881, data_time: 0.010, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8695, loss_cls: 1.2364, loss: 1.2364, grad_norm: 9.0481 2020-08-01 05:13:00,791 - mmaction - INFO - Epoch [84][340/3757] lr: 1.000e-04, eta: 1 day, 10:27:22, time: 1.995, data_time: 0.052, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8930, loss_cls: 1.1441, loss: 1.1441, grad_norm: 8.6898 2020-08-01 05:13:41,898 - mmaction - INFO - Epoch [84][360/3757] lr: 1.000e-04, eta: 1 day, 10:26:43, time: 2.054, data_time: 1.075, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8625, loss_cls: 1.2932, loss: 1.2932, grad_norm: 9.2286 2020-08-01 05:14:23,694 - mmaction - INFO - Epoch [84][380/3757] lr: 1.000e-04, eta: 1 day, 10:26:05, time: 2.088, data_time: 1.407, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8703, loss_cls: 1.2659, loss: 1.2659, grad_norm: 8.9280 2020-08-01 05:15:00,392 - mmaction - INFO - Epoch [84][400/3757] lr: 1.000e-04, eta: 1 day, 10:25:25, time: 1.835, data_time: 1.282, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8734, loss_cls: 1.2513, loss: 1.2513, grad_norm: 9.0675 2020-08-01 05:15:38,766 - mmaction - INFO - Epoch [84][420/3757] lr: 1.000e-04, eta: 1 day, 10:24:46, time: 1.919, data_time: 0.987, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8641, loss_cls: 1.2704, loss: 1.2704, grad_norm: 9.0617 2020-08-01 05:16:17,891 - mmaction - INFO - Epoch [84][440/3757] lr: 1.000e-04, eta: 1 day, 10:24:07, time: 1.958, data_time: 0.409, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8547, loss_cls: 1.3319, loss: 1.3319, grad_norm: 9.1867 2020-08-01 05:16:55,641 - mmaction - INFO - Epoch [84][460/3757] lr: 1.000e-04, eta: 1 day, 10:23:28, time: 1.885, data_time: 0.353, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8750, loss_cls: 1.2412, loss: 1.2412, grad_norm: 8.9446 2020-08-01 05:17:32,539 - mmaction - INFO - Epoch [84][480/3757] lr: 1.000e-04, eta: 1 day, 10:22:48, time: 1.844, data_time: 1.067, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8633, loss_cls: 1.2551, loss: 1.2551, grad_norm: 9.2480 2020-08-01 05:18:14,541 - mmaction - INFO - Epoch [84][500/3757] lr: 1.000e-04, eta: 1 day, 10:22:10, time: 2.104, data_time: 1.018, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8859, loss_cls: 1.1855, loss: 1.1855, grad_norm: 8.8142 2020-08-01 05:18:52,290 - mmaction - INFO - Epoch [84][520/3757] lr: 1.000e-04, eta: 1 day, 10:21:30, time: 1.886, data_time: 0.698, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8883, loss_cls: 1.1757, loss: 1.1757, grad_norm: 8.7235 2020-08-01 05:19:30,556 - mmaction - INFO - Epoch [84][540/3757] lr: 1.000e-04, eta: 1 day, 10:20:51, time: 1.907, data_time: 0.825, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8766, loss_cls: 1.1743, loss: 1.1743, grad_norm: 8.7906 2020-08-01 05:20:07,260 - mmaction - INFO - Epoch [84][560/3757] lr: 1.000e-04, eta: 1 day, 10:20:12, time: 1.842, data_time: 0.010, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8641, loss_cls: 1.2567, loss: 1.2567, grad_norm: 8.8666 2020-08-01 05:20:49,807 - mmaction - INFO - Epoch [84][580/3757] lr: 1.000e-04, eta: 1 day, 10:19:33, time: 2.127, data_time: 0.003, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8953, loss_cls: 1.1126, loss: 1.1126, grad_norm: 8.8902 2020-08-01 05:21:31,647 - mmaction - INFO - Epoch [84][600/3757] lr: 1.000e-04, eta: 1 day, 10:18:55, time: 2.084, data_time: 0.008, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8812, loss_cls: 1.2433, loss: 1.2433, grad_norm: 8.9331 2020-08-01 05:22:08,874 - mmaction - INFO - Epoch [84][620/3757] lr: 1.000e-04, eta: 1 day, 10:18:15, time: 1.864, data_time: 0.012, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8750, loss_cls: 1.2696, loss: 1.2696, grad_norm: 9.0688 2020-08-01 05:22:50,397 - mmaction - INFO - Epoch [84][640/3757] lr: 1.000e-04, eta: 1 day, 10:17:37, time: 2.074, data_time: 0.500, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8781, loss_cls: 1.2376, loss: 1.2376, grad_norm: 8.9753 2020-08-01 05:23:31,694 - mmaction - INFO - Epoch [84][660/3757] lr: 1.000e-04, eta: 1 day, 10:16:58, time: 2.072, data_time: 0.685, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8828, loss_cls: 1.2523, loss: 1.2523, grad_norm: 9.0429 2020-08-01 05:24:10,697 - mmaction - INFO - Epoch [84][680/3757] lr: 1.000e-04, eta: 1 day, 10:16:19, time: 1.948, data_time: 1.343, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8664, loss_cls: 1.2923, loss: 1.2923, grad_norm: 9.2055 2020-08-01 05:24:51,017 - mmaction - INFO - Epoch [84][700/3757] lr: 1.000e-04, eta: 1 day, 10:15:40, time: 2.016, data_time: 1.432, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8766, loss_cls: 1.2385, loss: 1.2385, grad_norm: 8.6536 2020-08-01 05:25:27,954 - mmaction - INFO - Epoch [84][720/3757] lr: 1.000e-04, eta: 1 day, 10:15:01, time: 1.844, data_time: 0.813, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3159, loss: 1.3159, grad_norm: 9.3346 2020-08-01 05:26:06,725 - mmaction - INFO - Epoch [84][740/3757] lr: 1.000e-04, eta: 1 day, 10:14:22, time: 1.943, data_time: 0.176, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8781, loss_cls: 1.2158, loss: 1.2158, grad_norm: 8.9519 2020-08-01 05:26:44,610 - mmaction - INFO - Epoch [84][760/3757] lr: 1.000e-04, eta: 1 day, 10:13:42, time: 1.888, data_time: 0.008, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8688, loss_cls: 1.2080, loss: 1.2080, grad_norm: 8.9120 2020-08-01 05:27:22,420 - mmaction - INFO - Epoch [84][780/3757] lr: 1.000e-04, eta: 1 day, 10:13:03, time: 1.897, data_time: 0.121, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8773, loss_cls: 1.2202, loss: 1.2202, grad_norm: 9.1192 2020-08-01 05:28:02,269 - mmaction - INFO - Epoch [84][800/3757] lr: 1.000e-04, eta: 1 day, 10:12:24, time: 1.986, data_time: 0.010, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8680, loss_cls: 1.2808, loss: 1.2808, grad_norm: 8.6906 2020-08-01 05:28:43,354 - mmaction - INFO - Epoch [84][820/3757] lr: 1.000e-04, eta: 1 day, 10:11:46, time: 2.062, data_time: 0.010, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8766, loss_cls: 1.2117, loss: 1.2117, grad_norm: 8.7619 2020-08-01 05:29:19,078 - mmaction - INFO - Epoch [84][840/3757] lr: 1.000e-04, eta: 1 day, 10:11:06, time: 1.786, data_time: 0.007, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8766, loss_cls: 1.2018, loss: 1.2018, grad_norm: 9.0061 2020-08-01 05:30:01,377 - mmaction - INFO - Epoch [84][860/3757] lr: 1.000e-04, eta: 1 day, 10:10:27, time: 2.114, data_time: 0.002, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8945, loss_cls: 1.1601, loss: 1.1601, grad_norm: 8.9636 2020-08-01 05:30:38,708 - mmaction - INFO - Epoch [84][880/3757] lr: 1.000e-04, eta: 1 day, 10:09:48, time: 1.860, data_time: 0.007, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1840, loss: 1.1840, grad_norm: 8.7287 2020-08-01 05:31:18,889 - mmaction - INFO - Epoch [84][900/3757] lr: 1.000e-04, eta: 1 day, 10:09:09, time: 2.016, data_time: 0.009, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8836, loss_cls: 1.1723, loss: 1.1723, grad_norm: 9.0050 2020-08-01 05:32:00,964 - mmaction - INFO - Epoch [84][920/3757] lr: 1.000e-04, eta: 1 day, 10:08:31, time: 2.097, data_time: 0.009, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8789, loss_cls: 1.2223, loss: 1.2223, grad_norm: 9.1628 2020-08-01 05:32:38,947 - mmaction - INFO - Epoch [84][940/3757] lr: 1.000e-04, eta: 1 day, 10:07:52, time: 1.898, data_time: 0.009, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8703, loss_cls: 1.2748, loss: 1.2748, grad_norm: 9.0770 2020-08-01 05:33:17,556 - mmaction - INFO - Epoch [84][960/3757] lr: 1.000e-04, eta: 1 day, 10:07:12, time: 1.937, data_time: 0.009, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8719, loss_cls: 1.2971, loss: 1.2971, grad_norm: 9.1103 2020-08-01 05:33:59,243 - mmaction - INFO - Epoch [84][980/3757] lr: 1.000e-04, eta: 1 day, 10:06:34, time: 2.082, data_time: 0.006, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8625, loss_cls: 1.2899, loss: 1.2899, grad_norm: 9.3836 2020-08-01 05:34:36,459 - mmaction - INFO - Epoch [84][1000/3757] lr: 1.000e-04, eta: 1 day, 10:05:54, time: 1.863, data_time: 0.020, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8773, loss_cls: 1.2353, loss: 1.2353, grad_norm: 8.7806 2020-08-01 05:35:15,675 - mmaction - INFO - Epoch [84][1020/3757] lr: 1.000e-04, eta: 1 day, 10:05:15, time: 1.957, data_time: 0.007, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8648, loss_cls: 1.2129, loss: 1.2129, grad_norm: 8.9904 2020-08-01 05:35:57,999 - mmaction - INFO - Epoch [84][1040/3757] lr: 1.000e-04, eta: 1 day, 10:04:37, time: 2.117, data_time: 0.008, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8805, loss_cls: 1.2063, loss: 1.2063, grad_norm: 9.2576 2020-08-01 05:36:35,924 - mmaction - INFO - Epoch [84][1060/3757] lr: 1.000e-04, eta: 1 day, 10:03:58, time: 1.895, data_time: 0.010, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8781, loss_cls: 1.2314, loss: 1.2314, grad_norm: 8.9353 2020-08-01 05:37:15,883 - mmaction - INFO - Epoch [84][1080/3757] lr: 1.000e-04, eta: 1 day, 10:03:19, time: 1.997, data_time: 0.009, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8883, loss_cls: 1.1586, loss: 1.1586, grad_norm: 8.7924 2020-08-01 05:37:50,804 - mmaction - INFO - Epoch [84][1100/3757] lr: 1.000e-04, eta: 1 day, 10:02:39, time: 1.743, data_time: 0.012, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8609, loss_cls: 1.2679, loss: 1.2679, grad_norm: 8.8389 2020-08-01 05:38:29,933 - mmaction - INFO - Epoch [84][1120/3757] lr: 1.000e-04, eta: 1 day, 10:02:00, time: 1.964, data_time: 0.096, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8805, loss_cls: 1.1897, loss: 1.1897, grad_norm: 8.6393 2020-08-01 05:39:08,037 - mmaction - INFO - Epoch [84][1140/3757] lr: 1.000e-04, eta: 1 day, 10:01:21, time: 1.904, data_time: 0.006, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8734, loss_cls: 1.2449, loss: 1.2449, grad_norm: 9.1408 2020-08-01 05:39:46,592 - mmaction - INFO - Epoch [84][1160/3757] lr: 1.000e-04, eta: 1 day, 10:00:42, time: 1.928, data_time: 0.003, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8867, loss_cls: 1.2075, loss: 1.2075, grad_norm: 8.6600 2020-08-01 05:40:29,533 - mmaction - INFO - Epoch [84][1180/3757] lr: 1.000e-04, eta: 1 day, 10:00:03, time: 2.140, data_time: 0.010, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8555, loss_cls: 1.2779, loss: 1.2779, grad_norm: 9.3426 2020-08-01 05:41:06,454 - mmaction - INFO - Epoch [84][1200/3757] lr: 1.000e-04, eta: 1 day, 9:59:24, time: 1.850, data_time: 0.009, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8828, loss_cls: 1.1989, loss: 1.1989, grad_norm: 8.9978 2020-08-01 05:41:44,901 - mmaction - INFO - Epoch [84][1220/3757] lr: 1.000e-04, eta: 1 day, 9:58:45, time: 1.923, data_time: 0.015, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8914, loss_cls: 1.1796, loss: 1.1796, grad_norm: 8.9352 2020-08-01 05:42:24,067 - mmaction - INFO - Epoch [84][1240/3757] lr: 1.000e-04, eta: 1 day, 9:58:06, time: 1.953, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8727, loss_cls: 1.2416, loss: 1.2416, grad_norm: 8.8985 2020-08-01 05:43:01,832 - mmaction - INFO - Epoch [84][1260/3757] lr: 1.000e-04, eta: 1 day, 9:57:26, time: 1.888, data_time: 0.076, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8805, loss_cls: 1.1705, loss: 1.1705, grad_norm: 8.7959 2020-08-01 05:43:40,799 - mmaction - INFO - Epoch [84][1280/3757] lr: 1.000e-04, eta: 1 day, 9:56:47, time: 1.956, data_time: 0.011, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8805, loss_cls: 1.1861, loss: 1.1861, grad_norm: 8.7260 2020-08-01 05:44:19,492 - mmaction - INFO - Epoch [84][1300/3757] lr: 1.000e-04, eta: 1 day, 9:56:08, time: 1.926, data_time: 0.009, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8789, loss_cls: 1.2154, loss: 1.2154, grad_norm: 8.8071 2020-08-01 05:44:56,105 - mmaction - INFO - Epoch [84][1320/3757] lr: 1.000e-04, eta: 1 day, 9:55:29, time: 1.839, data_time: 0.012, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8719, loss_cls: 1.2402, loss: 1.2402, grad_norm: 9.2052 2020-08-01 05:45:36,512 - mmaction - INFO - Epoch [84][1340/3757] lr: 1.000e-04, eta: 1 day, 9:54:50, time: 2.018, data_time: 0.522, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8766, loss_cls: 1.1935, loss: 1.1935, grad_norm: 8.9544 2020-08-01 05:46:17,429 - mmaction - INFO - Epoch [84][1360/3757] lr: 1.000e-04, eta: 1 day, 9:54:11, time: 2.047, data_time: 0.450, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8805, loss_cls: 1.2006, loss: 1.2006, grad_norm: 8.9757 2020-08-01 05:46:55,904 - mmaction - INFO - Epoch [84][1380/3757] lr: 1.000e-04, eta: 1 day, 9:53:32, time: 1.923, data_time: 0.673, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8773, loss_cls: 1.2336, loss: 1.2336, grad_norm: 9.1114 2020-08-01 05:47:34,742 - mmaction - INFO - Epoch [84][1400/3757] lr: 1.000e-04, eta: 1 day, 9:52:53, time: 1.943, data_time: 0.212, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8703, loss_cls: 1.2638, loss: 1.2638, grad_norm: 9.0949 2020-08-01 05:48:16,183 - mmaction - INFO - Epoch [84][1420/3757] lr: 1.000e-04, eta: 1 day, 9:52:14, time: 2.072, data_time: 0.011, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8844, loss_cls: 1.1807, loss: 1.1807, grad_norm: 8.6274 2020-08-01 05:48:56,633 - mmaction - INFO - Epoch [84][1440/3757] lr: 1.000e-04, eta: 1 day, 9:51:36, time: 2.025, data_time: 0.037, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8734, loss_cls: 1.2028, loss: 1.2028, grad_norm: 8.9138 2020-08-01 05:49:32,388 - mmaction - INFO - Epoch [84][1460/3757] lr: 1.000e-04, eta: 1 day, 9:50:56, time: 1.780, data_time: 0.007, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8805, loss_cls: 1.2138, loss: 1.2138, grad_norm: 9.0017 2020-08-01 05:50:16,368 - mmaction - INFO - Epoch [84][1480/3757] lr: 1.000e-04, eta: 1 day, 9:50:18, time: 2.201, data_time: 0.011, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8922, loss_cls: 1.1680, loss: 1.1680, grad_norm: 8.7584 2020-08-01 05:50:51,171 - mmaction - INFO - Epoch [84][1500/3757] lr: 1.000e-04, eta: 1 day, 9:49:38, time: 1.745, data_time: 0.154, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8695, loss_cls: 1.2429, loss: 1.2429, grad_norm: 8.6782 2020-08-01 05:51:34,225 - mmaction - INFO - Epoch [84][1520/3757] lr: 1.000e-04, eta: 1 day, 9:49:00, time: 2.154, data_time: 0.178, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8797, loss_cls: 1.1896, loss: 1.1896, grad_norm: 8.8441 2020-08-01 05:52:07,069 - mmaction - INFO - Epoch [84][1540/3757] lr: 1.000e-04, eta: 1 day, 9:48:19, time: 1.641, data_time: 0.002, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8820, loss_cls: 1.1537, loss: 1.1537, grad_norm: 8.9010 2020-08-01 05:52:50,284 - mmaction - INFO - Epoch [84][1560/3757] lr: 1.000e-04, eta: 1 day, 9:47:41, time: 2.158, data_time: 0.003, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8727, loss_cls: 1.2661, loss: 1.2661, grad_norm: 9.0966 2020-08-01 05:53:27,831 - mmaction - INFO - Epoch [84][1580/3757] lr: 1.000e-04, eta: 1 day, 9:47:02, time: 1.881, data_time: 0.006, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8633, loss_cls: 1.2645, loss: 1.2645, grad_norm: 8.9480 2020-08-01 05:54:09,901 - mmaction - INFO - Epoch [84][1600/3757] lr: 1.000e-04, eta: 1 day, 9:46:23, time: 2.104, data_time: 0.008, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8750, loss_cls: 1.2865, loss: 1.2865, grad_norm: 9.1815 2020-08-01 05:54:46,562 - mmaction - INFO - Epoch [84][1620/3757] lr: 1.000e-04, eta: 1 day, 9:45:44, time: 1.833, data_time: 0.002, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8688, loss_cls: 1.2502, loss: 1.2502, grad_norm: 9.0254 2020-08-01 05:55:27,088 - mmaction - INFO - Epoch [84][1640/3757] lr: 1.000e-04, eta: 1 day, 9:45:05, time: 2.026, data_time: 0.043, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8922, loss_cls: 1.1666, loss: 1.1666, grad_norm: 8.9339 2020-08-01 05:56:05,709 - mmaction - INFO - Epoch [84][1660/3757] lr: 1.000e-04, eta: 1 day, 9:44:26, time: 1.927, data_time: 0.002, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8750, loss_cls: 1.2039, loss: 1.2039, grad_norm: 8.8748 2020-08-01 05:56:42,125 - mmaction - INFO - Epoch [84][1680/3757] lr: 1.000e-04, eta: 1 day, 9:43:46, time: 1.823, data_time: 0.011, memory: 5170, top1_acc: 0.7328, top5_acc: 0.8891, loss_cls: 1.0998, loss: 1.0998, grad_norm: 8.5896 2020-08-01 05:57:21,227 - mmaction - INFO - Epoch [84][1700/3757] lr: 1.000e-04, eta: 1 day, 9:43:07, time: 1.951, data_time: 0.341, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8836, loss_cls: 1.2204, loss: 1.2204, grad_norm: 9.0204 2020-08-01 05:58:00,522 - mmaction - INFO - Epoch [84][1720/3757] lr: 1.000e-04, eta: 1 day, 9:42:28, time: 1.971, data_time: 0.013, memory: 5170, top1_acc: 0.7203, top5_acc: 0.9016, loss_cls: 1.0928, loss: 1.0928, grad_norm: 8.5570 2020-08-01 05:58:42,165 - mmaction - INFO - Epoch [84][1740/3757] lr: 1.000e-04, eta: 1 day, 9:41:50, time: 2.080, data_time: 0.007, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8711, loss_cls: 1.2030, loss: 1.2030, grad_norm: 8.7046 2020-08-01 05:59:20,237 - mmaction - INFO - Epoch [84][1760/3757] lr: 1.000e-04, eta: 1 day, 9:41:10, time: 1.905, data_time: 0.005, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8836, loss_cls: 1.1614, loss: 1.1614, grad_norm: 8.6473 2020-08-01 05:59:58,728 - mmaction - INFO - Epoch [84][1780/3757] lr: 1.000e-04, eta: 1 day, 9:40:31, time: 1.920, data_time: 0.008, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8820, loss_cls: 1.1261, loss: 1.1261, grad_norm: 8.8411 2020-08-01 06:00:36,722 - mmaction - INFO - Epoch [84][1800/3757] lr: 1.000e-04, eta: 1 day, 9:39:52, time: 1.893, data_time: 0.339, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8727, loss_cls: 1.2600, loss: 1.2600, grad_norm: 8.9494 2020-08-01 06:01:15,342 - mmaction - INFO - Epoch [84][1820/3757] lr: 1.000e-04, eta: 1 day, 9:39:13, time: 1.943, data_time: 0.436, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8766, loss_cls: 1.2494, loss: 1.2494, grad_norm: 9.1709 2020-08-01 06:01:52,246 - mmaction - INFO - Epoch [84][1840/3757] lr: 1.000e-04, eta: 1 day, 9:38:33, time: 1.845, data_time: 0.428, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8727, loss_cls: 1.1636, loss: 1.1636, grad_norm: 8.7827 2020-08-01 06:02:30,183 - mmaction - INFO - Epoch [84][1860/3757] lr: 1.000e-04, eta: 1 day, 9:37:54, time: 1.895, data_time: 0.058, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8836, loss_cls: 1.1660, loss: 1.1660, grad_norm: 8.6796 2020-08-01 06:03:10,523 - mmaction - INFO - Epoch [84][1880/3757] lr: 1.000e-04, eta: 1 day, 9:37:15, time: 2.016, data_time: 0.927, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8734, loss_cls: 1.2343, loss: 1.2343, grad_norm: 8.8225 2020-08-01 06:03:50,141 - mmaction - INFO - Epoch [84][1900/3757] lr: 1.000e-04, eta: 1 day, 9:36:36, time: 1.983, data_time: 0.416, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8898, loss_cls: 1.1200, loss: 1.1200, grad_norm: 8.7311 2020-08-01 06:04:29,927 - mmaction - INFO - Epoch [84][1920/3757] lr: 1.000e-04, eta: 1 day, 9:35:58, time: 1.987, data_time: 0.683, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8812, loss_cls: 1.2491, loss: 1.2491, grad_norm: 9.5666 2020-08-01 06:05:08,843 - mmaction - INFO - Epoch [84][1940/3757] lr: 1.000e-04, eta: 1 day, 9:35:18, time: 1.949, data_time: 0.659, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8805, loss_cls: 1.1700, loss: 1.1700, grad_norm: 9.0874 2020-08-01 06:05:45,050 - mmaction - INFO - Epoch [84][1960/3757] lr: 1.000e-04, eta: 1 day, 9:34:39, time: 1.803, data_time: 0.257, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8844, loss_cls: 1.1537, loss: 1.1537, grad_norm: 8.5759 2020-08-01 06:06:24,221 - mmaction - INFO - Epoch [84][1980/3757] lr: 1.000e-04, eta: 1 day, 9:34:00, time: 1.966, data_time: 0.025, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8781, loss_cls: 1.1902, loss: 1.1902, grad_norm: 8.8761 2020-08-01 06:07:06,156 - mmaction - INFO - Epoch [84][2000/3757] lr: 1.000e-04, eta: 1 day, 9:33:21, time: 2.096, data_time: 0.009, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8836, loss_cls: 1.1610, loss: 1.1610, grad_norm: 8.6467 2020-08-01 06:07:44,803 - mmaction - INFO - Epoch [84][2020/3757] lr: 1.000e-04, eta: 1 day, 9:32:42, time: 1.927, data_time: 0.029, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8898, loss_cls: 1.1660, loss: 1.1660, grad_norm: 8.8040 2020-08-01 06:08:22,900 - mmaction - INFO - Epoch [84][2040/3757] lr: 1.000e-04, eta: 1 day, 9:32:03, time: 1.911, data_time: 0.012, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8828, loss_cls: 1.2364, loss: 1.2364, grad_norm: 9.2511 2020-08-01 06:09:03,182 - mmaction - INFO - Epoch [84][2060/3757] lr: 1.000e-04, eta: 1 day, 9:31:24, time: 2.005, data_time: 0.073, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8789, loss_cls: 1.1783, loss: 1.1783, grad_norm: 8.7585 2020-08-01 06:09:37,051 - mmaction - INFO - Epoch [84][2080/3757] lr: 1.000e-04, eta: 1 day, 9:30:44, time: 1.700, data_time: 0.151, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8703, loss_cls: 1.2445, loss: 1.2445, grad_norm: 8.8888 2020-08-01 06:10:15,527 - mmaction - INFO - Epoch [84][2100/3757] lr: 1.000e-04, eta: 1 day, 9:30:05, time: 1.923, data_time: 0.105, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8891, loss_cls: 1.1788, loss: 1.1788, grad_norm: 9.1441 2020-08-01 06:10:51,613 - mmaction - INFO - Epoch [84][2120/3757] lr: 1.000e-04, eta: 1 day, 9:29:25, time: 1.809, data_time: 0.008, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8836, loss_cls: 1.1947, loss: 1.1947, grad_norm: 9.0428 2020-08-01 06:11:34,817 - mmaction - INFO - Epoch [84][2140/3757] lr: 1.000e-04, eta: 1 day, 9:28:47, time: 2.153, data_time: 0.013, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8711, loss_cls: 1.2444, loss: 1.2444, grad_norm: 9.1035 2020-08-01 06:12:12,012 - mmaction - INFO - Epoch [84][2160/3757] lr: 1.000e-04, eta: 1 day, 9:28:08, time: 1.866, data_time: 0.009, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8766, loss_cls: 1.1977, loss: 1.1977, grad_norm: 8.7109 2020-08-01 06:12:52,096 - mmaction - INFO - Epoch [84][2180/3757] lr: 1.000e-04, eta: 1 day, 9:27:29, time: 2.003, data_time: 0.002, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8672, loss_cls: 1.2376, loss: 1.2376, grad_norm: 8.9548 2020-08-01 06:13:30,453 - mmaction - INFO - Epoch [84][2200/3757] lr: 1.000e-04, eta: 1 day, 9:26:50, time: 1.918, data_time: 0.003, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8906, loss_cls: 1.1802, loss: 1.1802, grad_norm: 8.8977 2020-08-01 06:14:09,679 - mmaction - INFO - Epoch [84][2220/3757] lr: 1.000e-04, eta: 1 day, 9:26:11, time: 1.960, data_time: 0.059, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8758, loss_cls: 1.2000, loss: 1.2000, grad_norm: 9.1167 2020-08-01 06:14:47,626 - mmaction - INFO - Epoch [84][2240/3757] lr: 1.000e-04, eta: 1 day, 9:25:31, time: 1.898, data_time: 0.013, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8961, loss_cls: 1.1450, loss: 1.1450, grad_norm: 8.8473 2020-08-01 06:15:28,440 - mmaction - INFO - Epoch [84][2260/3757] lr: 1.000e-04, eta: 1 day, 9:24:53, time: 2.038, data_time: 0.025, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8680, loss_cls: 1.2357, loss: 1.2357, grad_norm: 8.9636 2020-08-01 06:16:09,177 - mmaction - INFO - Epoch [84][2280/3757] lr: 1.000e-04, eta: 1 day, 9:24:14, time: 2.037, data_time: 0.528, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8703, loss_cls: 1.2782, loss: 1.2782, grad_norm: 9.2074 2020-08-01 06:16:49,531 - mmaction - INFO - Epoch [84][2300/3757] lr: 1.000e-04, eta: 1 day, 9:23:35, time: 2.020, data_time: 0.149, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8719, loss_cls: 1.2516, loss: 1.2516, grad_norm: 8.8761 2020-08-01 06:17:23,944 - mmaction - INFO - Epoch [84][2320/3757] lr: 1.000e-04, eta: 1 day, 9:22:55, time: 1.720, data_time: 0.008, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8695, loss_cls: 1.2780, loss: 1.2780, grad_norm: 9.3300 2020-08-01 06:18:05,216 - mmaction - INFO - Epoch [84][2340/3757] lr: 1.000e-04, eta: 1 day, 9:22:17, time: 2.058, data_time: 0.009, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8516, loss_cls: 1.3001, loss: 1.3001, grad_norm: 9.1583 2020-08-01 06:18:42,928 - mmaction - INFO - Epoch [84][2360/3757] lr: 1.000e-04, eta: 1 day, 9:21:37, time: 1.893, data_time: 0.010, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8773, loss_cls: 1.1699, loss: 1.1699, grad_norm: 8.8083 2020-08-01 06:19:21,965 - mmaction - INFO - Epoch [84][2380/3757] lr: 1.000e-04, eta: 1 day, 9:20:58, time: 1.952, data_time: 0.008, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8820, loss_cls: 1.1898, loss: 1.1898, grad_norm: 9.1407 2020-08-01 06:20:03,684 - mmaction - INFO - Epoch [84][2400/3757] lr: 1.000e-04, eta: 1 day, 9:20:20, time: 2.085, data_time: 0.003, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8648, loss_cls: 1.2788, loss: 1.2788, grad_norm: 9.0932 2020-08-01 06:20:42,101 - mmaction - INFO - Epoch [84][2420/3757] lr: 1.000e-04, eta: 1 day, 9:19:40, time: 1.922, data_time: 0.004, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8680, loss_cls: 1.2253, loss: 1.2253, grad_norm: 8.9908 2020-08-01 06:21:21,797 - mmaction - INFO - Epoch [84][2440/3757] lr: 1.000e-04, eta: 1 day, 9:19:02, time: 1.977, data_time: 0.008, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8688, loss_cls: 1.2388, loss: 1.2388, grad_norm: 9.2238 2020-08-01 06:22:00,925 - mmaction - INFO - Epoch [84][2460/3757] lr: 1.000e-04, eta: 1 day, 9:18:23, time: 1.964, data_time: 0.011, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8789, loss_cls: 1.2358, loss: 1.2358, grad_norm: 9.0336 2020-08-01 06:22:39,669 - mmaction - INFO - Epoch [84][2480/3757] lr: 1.000e-04, eta: 1 day, 9:17:43, time: 1.936, data_time: 0.008, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8844, loss_cls: 1.1671, loss: 1.1671, grad_norm: 9.0530 2020-08-01 06:23:15,431 - mmaction - INFO - Epoch [84][2500/3757] lr: 1.000e-04, eta: 1 day, 9:17:04, time: 1.785, data_time: 0.583, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8594, loss_cls: 1.3172, loss: 1.3172, grad_norm: 9.2632 2020-08-01 06:23:54,817 - mmaction - INFO - Epoch [84][2520/3757] lr: 1.000e-04, eta: 1 day, 9:16:25, time: 1.973, data_time: 0.006, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8836, loss_cls: 1.1941, loss: 1.1941, grad_norm: 9.1037 2020-08-01 06:24:37,043 - mmaction - INFO - Epoch [84][2540/3757] lr: 1.000e-04, eta: 1 day, 9:15:46, time: 2.107, data_time: 0.010, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8836, loss_cls: 1.2208, loss: 1.2208, grad_norm: 9.1612 2020-08-01 06:25:13,100 - mmaction - INFO - Epoch [84][2560/3757] lr: 1.000e-04, eta: 1 day, 9:15:07, time: 1.802, data_time: 0.015, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8609, loss_cls: 1.2772, loss: 1.2772, grad_norm: 9.1093 2020-08-01 06:25:54,162 - mmaction - INFO - Epoch [84][2580/3757] lr: 1.000e-04, eta: 1 day, 9:14:28, time: 2.058, data_time: 0.012, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8852, loss_cls: 1.2069, loss: 1.2069, grad_norm: 9.0868 2020-08-01 06:26:35,251 - mmaction - INFO - Epoch [84][2600/3757] lr: 1.000e-04, eta: 1 day, 9:13:49, time: 2.052, data_time: 0.008, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8680, loss_cls: 1.2610, loss: 1.2610, grad_norm: 9.2423 2020-08-01 06:27:13,357 - mmaction - INFO - Epoch [84][2620/3757] lr: 1.000e-04, eta: 1 day, 9:13:10, time: 1.908, data_time: 0.005, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8609, loss_cls: 1.2420, loss: 1.2420, grad_norm: 9.1004 2020-08-01 06:27:54,920 - mmaction - INFO - Epoch [84][2640/3757] lr: 1.000e-04, eta: 1 day, 9:12:32, time: 2.078, data_time: 0.009, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8875, loss_cls: 1.1279, loss: 1.1279, grad_norm: 8.6486 2020-08-01 06:28:33,994 - mmaction - INFO - Epoch [84][2660/3757] lr: 1.000e-04, eta: 1 day, 9:11:53, time: 1.954, data_time: 0.009, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8773, loss_cls: 1.1638, loss: 1.1638, grad_norm: 8.9938 2020-08-01 06:29:13,071 - mmaction - INFO - Epoch [84][2680/3757] lr: 1.000e-04, eta: 1 day, 9:11:13, time: 1.954, data_time: 0.008, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8703, loss_cls: 1.2523, loss: 1.2523, grad_norm: 9.1645 2020-08-01 06:29:52,437 - mmaction - INFO - Epoch [84][2700/3757] lr: 1.000e-04, eta: 1 day, 9:10:34, time: 1.967, data_time: 0.559, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8852, loss_cls: 1.2305, loss: 1.2305, grad_norm: 9.2779 2020-08-01 06:30:31,101 - mmaction - INFO - Epoch [84][2720/3757] lr: 1.000e-04, eta: 1 day, 9:09:55, time: 1.928, data_time: 1.073, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8781, loss_cls: 1.2234, loss: 1.2234, grad_norm: 8.9116 2020-08-01 06:31:10,660 - mmaction - INFO - Epoch [84][2740/3757] lr: 1.000e-04, eta: 1 day, 9:09:16, time: 1.981, data_time: 1.183, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8789, loss_cls: 1.2521, loss: 1.2521, grad_norm: 9.1744 2020-08-01 06:31:46,759 - mmaction - INFO - Epoch [84][2760/3757] lr: 1.000e-04, eta: 1 day, 9:08:37, time: 1.808, data_time: 0.593, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8828, loss_cls: 1.2112, loss: 1.2112, grad_norm: 9.2659 2020-08-01 06:32:25,626 - mmaction - INFO - Epoch [84][2780/3757] lr: 1.000e-04, eta: 1 day, 9:07:58, time: 1.942, data_time: 0.107, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8812, loss_cls: 1.2710, loss: 1.2710, grad_norm: 9.4651 2020-08-01 06:33:07,490 - mmaction - INFO - Epoch [84][2800/3757] lr: 1.000e-04, eta: 1 day, 9:07:19, time: 2.090, data_time: 0.945, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8891, loss_cls: 1.1717, loss: 1.1717, grad_norm: 9.0278 2020-08-01 06:33:47,107 - mmaction - INFO - Epoch [84][2820/3757] lr: 1.000e-04, eta: 1 day, 9:06:40, time: 1.986, data_time: 1.145, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8727, loss_cls: 1.2636, loss: 1.2636, grad_norm: 9.2705 2020-08-01 06:34:23,334 - mmaction - INFO - Epoch [84][2840/3757] lr: 1.000e-04, eta: 1 day, 9:06:01, time: 1.810, data_time: 0.504, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8703, loss_cls: 1.2249, loss: 1.2249, grad_norm: 8.9904 2020-08-01 06:35:01,070 - mmaction - INFO - Epoch [84][2860/3757] lr: 1.000e-04, eta: 1 day, 9:05:21, time: 1.888, data_time: 0.675, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8797, loss_cls: 1.1825, loss: 1.1825, grad_norm: 8.8266 2020-08-01 06:35:37,612 - mmaction - INFO - Epoch [84][2880/3757] lr: 1.000e-04, eta: 1 day, 9:04:42, time: 1.820, data_time: 0.131, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8797, loss_cls: 1.2356, loss: 1.2356, grad_norm: 9.2991 2020-08-01 06:36:17,713 - mmaction - INFO - Epoch [84][2900/3757] lr: 1.000e-04, eta: 1 day, 9:04:03, time: 2.010, data_time: 0.016, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8977, loss_cls: 1.2131, loss: 1.2131, grad_norm: 9.3804 2020-08-01 06:36:59,714 - mmaction - INFO - Epoch [84][2920/3757] lr: 1.000e-04, eta: 1 day, 9:03:24, time: 2.096, data_time: 0.009, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8781, loss_cls: 1.2549, loss: 1.2549, grad_norm: 9.1418 2020-08-01 06:37:38,290 - mmaction - INFO - Epoch [84][2940/3757] lr: 1.000e-04, eta: 1 day, 9:02:45, time: 1.932, data_time: 0.014, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8766, loss_cls: 1.2265, loss: 1.2265, grad_norm: 9.1761 2020-08-01 06:38:19,140 - mmaction - INFO - Epoch [84][2960/3757] lr: 1.000e-04, eta: 1 day, 9:02:07, time: 2.039, data_time: 0.020, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8914, loss_cls: 1.1656, loss: 1.1656, grad_norm: 8.9995 2020-08-01 06:38:56,610 - mmaction - INFO - Epoch [84][2980/3757] lr: 1.000e-04, eta: 1 day, 9:01:27, time: 1.879, data_time: 0.009, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8734, loss_cls: 1.2748, loss: 1.2748, grad_norm: 9.1159 2020-08-01 06:39:38,100 - mmaction - INFO - Epoch [84][3000/3757] lr: 1.000e-04, eta: 1 day, 9:00:49, time: 2.065, data_time: 0.266, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8633, loss_cls: 1.2550, loss: 1.2550, grad_norm: 9.3485 2020-08-01 06:40:16,179 - mmaction - INFO - Epoch [84][3020/3757] lr: 1.000e-04, eta: 1 day, 9:00:09, time: 1.910, data_time: 0.018, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8828, loss_cls: 1.1594, loss: 1.1594, grad_norm: 9.0696 2020-08-01 06:40:55,934 - mmaction - INFO - Epoch [84][3040/3757] lr: 1.000e-04, eta: 1 day, 8:59:31, time: 1.992, data_time: 0.301, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8820, loss_cls: 1.2205, loss: 1.2205, grad_norm: 9.2438 2020-08-01 06:41:33,334 - mmaction - INFO - Epoch [84][3060/3757] lr: 1.000e-04, eta: 1 day, 8:58:51, time: 1.865, data_time: 0.460, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8648, loss_cls: 1.2604, loss: 1.2604, grad_norm: 9.2085 2020-08-01 06:42:12,936 - mmaction - INFO - Epoch [84][3080/3757] lr: 1.000e-04, eta: 1 day, 8:58:12, time: 1.977, data_time: 0.048, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8664, loss_cls: 1.2821, loss: 1.2821, grad_norm: 9.1985 2020-08-01 06:42:53,131 - mmaction - INFO - Epoch [84][3100/3757] lr: 1.000e-04, eta: 1 day, 8:57:33, time: 2.017, data_time: 0.015, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8742, loss_cls: 1.2234, loss: 1.2234, grad_norm: 9.0408 2020-08-01 06:43:32,390 - mmaction - INFO - Epoch [84][3120/3757] lr: 1.000e-04, eta: 1 day, 8:56:54, time: 1.962, data_time: 0.002, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8766, loss_cls: 1.2283, loss: 1.2283, grad_norm: 9.2314 2020-08-01 06:44:10,867 - mmaction - INFO - Epoch [84][3140/3757] lr: 1.000e-04, eta: 1 day, 8:56:15, time: 1.924, data_time: 0.007, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8609, loss_cls: 1.2925, loss: 1.2925, grad_norm: 9.2527 2020-08-01 06:44:49,940 - mmaction - INFO - Epoch [84][3160/3757] lr: 1.000e-04, eta: 1 day, 8:55:36, time: 1.954, data_time: 0.022, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8836, loss_cls: 1.1382, loss: 1.1382, grad_norm: 9.0444 2020-08-01 06:45:31,564 - mmaction - INFO - Epoch [84][3180/3757] lr: 1.000e-04, eta: 1 day, 8:54:58, time: 2.078, data_time: 0.009, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8875, loss_cls: 1.1758, loss: 1.1758, grad_norm: 8.4630 2020-08-01 06:46:07,809 - mmaction - INFO - Epoch [84][3200/3757] lr: 1.000e-04, eta: 1 day, 8:54:18, time: 1.815, data_time: 0.007, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8719, loss_cls: 1.2319, loss: 1.2319, grad_norm: 9.2802 2020-08-01 06:46:47,369 - mmaction - INFO - Epoch [84][3220/3757] lr: 1.000e-04, eta: 1 day, 8:53:39, time: 1.970, data_time: 0.008, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8727, loss_cls: 1.2038, loss: 1.2038, grad_norm: 8.9478 2020-08-01 06:47:27,958 - mmaction - INFO - Epoch [84][3240/3757] lr: 1.000e-04, eta: 1 day, 8:53:00, time: 2.036, data_time: 0.010, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8719, loss_cls: 1.2108, loss: 1.2108, grad_norm: 8.7247 2020-08-01 06:48:06,431 - mmaction - INFO - Epoch [84][3260/3757] lr: 1.000e-04, eta: 1 day, 8:52:21, time: 1.918, data_time: 0.009, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8766, loss_cls: 1.2030, loss: 1.2030, grad_norm: 9.0064 2020-08-01 06:48:46,183 - mmaction - INFO - Epoch [84][3280/3757] lr: 1.000e-04, eta: 1 day, 8:51:42, time: 1.994, data_time: 0.272, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8648, loss_cls: 1.2428, loss: 1.2428, grad_norm: 8.9906 2020-08-01 06:49:25,246 - mmaction - INFO - Epoch [84][3300/3757] lr: 1.000e-04, eta: 1 day, 8:51:03, time: 1.950, data_time: 0.141, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8797, loss_cls: 1.1620, loss: 1.1620, grad_norm: 8.8003 2020-08-01 06:50:07,186 - mmaction - INFO - Epoch [84][3320/3757] lr: 1.000e-04, eta: 1 day, 8:50:25, time: 2.100, data_time: 0.030, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8945, loss_cls: 1.1134, loss: 1.1134, grad_norm: 8.8434 2020-08-01 06:50:42,439 - mmaction - INFO - Epoch [84][3340/3757] lr: 1.000e-04, eta: 1 day, 8:49:45, time: 1.762, data_time: 0.016, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1861, loss: 1.1861, grad_norm: 8.8124 2020-08-01 06:51:24,191 - mmaction - INFO - Epoch [84][3360/3757] lr: 1.000e-04, eta: 1 day, 8:49:06, time: 2.081, data_time: 0.018, memory: 5170, top1_acc: 0.7328, top5_acc: 0.8875, loss_cls: 1.1429, loss: 1.1429, grad_norm: 8.8083 2020-08-01 06:52:04,696 - mmaction - INFO - Epoch [84][3380/3757] lr: 1.000e-04, eta: 1 day, 8:48:28, time: 2.031, data_time: 0.150, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8867, loss_cls: 1.2008, loss: 1.2008, grad_norm: 9.1274 2020-08-01 06:52:42,689 - mmaction - INFO - Epoch [84][3400/3757] lr: 1.000e-04, eta: 1 day, 8:47:48, time: 1.901, data_time: 0.011, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8695, loss_cls: 1.2895, loss: 1.2895, grad_norm: 9.4852 2020-08-01 06:53:21,386 - mmaction - INFO - Epoch [84][3420/3757] lr: 1.000e-04, eta: 1 day, 8:47:09, time: 1.935, data_time: 0.002, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8898, loss_cls: 1.1654, loss: 1.1654, grad_norm: 8.8177 2020-08-01 06:54:01,785 - mmaction - INFO - Epoch [84][3440/3757] lr: 1.000e-04, eta: 1 day, 8:46:30, time: 2.019, data_time: 0.173, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8672, loss_cls: 1.2323, loss: 1.2323, grad_norm: 8.9154 2020-08-01 06:54:40,342 - mmaction - INFO - Epoch [84][3460/3757] lr: 1.000e-04, eta: 1 day, 8:45:51, time: 1.925, data_time: 0.129, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8688, loss_cls: 1.2133, loss: 1.2133, grad_norm: 8.9213 2020-08-01 06:55:18,752 - mmaction - INFO - Epoch [84][3480/3757] lr: 1.000e-04, eta: 1 day, 8:45:12, time: 1.918, data_time: 0.006, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8805, loss_cls: 1.2276, loss: 1.2276, grad_norm: 8.9091 2020-08-01 06:55:59,065 - mmaction - INFO - Epoch [84][3500/3757] lr: 1.000e-04, eta: 1 day, 8:44:33, time: 2.022, data_time: 0.074, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8820, loss_cls: 1.1934, loss: 1.1934, grad_norm: 8.5679 2020-08-01 06:56:34,094 - mmaction - INFO - Epoch [84][3520/3757] lr: 1.000e-04, eta: 1 day, 8:43:53, time: 1.748, data_time: 0.007, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8797, loss_cls: 1.1640, loss: 1.1640, grad_norm: 8.7298 2020-08-01 06:57:12,355 - mmaction - INFO - Epoch [84][3540/3757] lr: 1.000e-04, eta: 1 day, 8:43:14, time: 1.915, data_time: 0.009, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8594, loss_cls: 1.3250, loss: 1.3250, grad_norm: 9.1424 2020-08-01 06:57:52,381 - mmaction - INFO - Epoch [84][3560/3757] lr: 1.000e-04, eta: 1 day, 8:42:35, time: 2.000, data_time: 0.010, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8922, loss_cls: 1.1854, loss: 1.1854, grad_norm: 9.2126 2020-08-01 06:58:34,584 - mmaction - INFO - Epoch [84][3580/3757] lr: 1.000e-04, eta: 1 day, 8:41:57, time: 2.112, data_time: 0.004, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8648, loss_cls: 1.2811, loss: 1.2811, grad_norm: 9.3188 2020-08-01 06:59:10,726 - mmaction - INFO - Epoch [84][3600/3757] lr: 1.000e-04, eta: 1 day, 8:41:17, time: 1.808, data_time: 0.013, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8820, loss_cls: 1.2164, loss: 1.2164, grad_norm: 8.8276 2020-08-01 06:59:50,256 - mmaction - INFO - Epoch [84][3620/3757] lr: 1.000e-04, eta: 1 day, 8:40:38, time: 1.975, data_time: 0.061, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8633, loss_cls: 1.3309, loss: 1.3309, grad_norm: 9.5220 2020-08-01 07:00:27,124 - mmaction - INFO - Epoch [84][3640/3757] lr: 1.000e-04, eta: 1 day, 8:39:59, time: 1.826, data_time: 0.077, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8758, loss_cls: 1.2163, loss: 1.2163, grad_norm: 8.9261 2020-08-01 07:01:04,612 - mmaction - INFO - Epoch [84][3660/3757] lr: 1.000e-04, eta: 1 day, 8:39:20, time: 1.890, data_time: 0.031, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8859, loss_cls: 1.1943, loss: 1.1943, grad_norm: 9.0695 2020-08-01 07:01:44,811 - mmaction - INFO - Epoch [84][3680/3757] lr: 1.000e-04, eta: 1 day, 8:38:41, time: 2.006, data_time: 0.011, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8766, loss_cls: 1.2329, loss: 1.2329, grad_norm: 9.0779 2020-08-01 07:02:25,195 - mmaction - INFO - Epoch [84][3700/3757] lr: 1.000e-04, eta: 1 day, 8:38:02, time: 2.023, data_time: 0.009, memory: 5170, top1_acc: 0.7305, top5_acc: 0.8805, loss_cls: 1.1689, loss: 1.1689, grad_norm: 8.7760 2020-08-01 07:03:04,301 - mmaction - INFO - Epoch [84][3720/3757] lr: 1.000e-04, eta: 1 day, 8:37:23, time: 1.957, data_time: 0.005, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8680, loss_cls: 1.2849, loss: 1.2849, grad_norm: 9.1361 2020-08-01 07:03:39,999 - mmaction - INFO - Epoch [84][3740/3757] lr: 1.000e-04, eta: 1 day, 8:36:43, time: 1.779, data_time: 0.017, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8992, loss_cls: 1.0971, loss: 1.0971, grad_norm: 8.6096 2020-08-01 07:04:07,589 - mmaction - INFO - Saving checkpoint at 84 epochs 2020-08-01 07:05:00,762 - mmaction - INFO - Epoch [85][20/3757] lr: 1.000e-04, eta: 1 day, 8:35:27, time: 2.590, data_time: 0.851, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8938, loss_cls: 1.1392, loss: 1.1392, grad_norm: 8.6268 2020-08-01 07:05:44,711 - mmaction - INFO - Epoch [85][40/3757] lr: 1.000e-04, eta: 1 day, 8:34:49, time: 2.205, data_time: 0.108, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8555, loss_cls: 1.3117, loss: 1.3117, grad_norm: 9.2954 2020-08-01 07:06:21,028 - mmaction - INFO - Epoch [85][60/3757] lr: 1.000e-04, eta: 1 day, 8:34:09, time: 1.811, data_time: 0.007, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8945, loss_cls: 1.1265, loss: 1.1265, grad_norm: 8.9362 2020-08-01 07:07:00,354 - mmaction - INFO - Epoch [85][80/3757] lr: 1.000e-04, eta: 1 day, 8:33:30, time: 1.971, data_time: 0.007, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8898, loss_cls: 1.1548, loss: 1.1548, grad_norm: 8.9036 2020-08-01 07:07:39,155 - mmaction - INFO - Epoch [85][100/3757] lr: 1.000e-04, eta: 1 day, 8:32:51, time: 1.932, data_time: 0.007, memory: 5170, top1_acc: 0.7328, top5_acc: 0.8992, loss_cls: 1.1259, loss: 1.1259, grad_norm: 8.7572 2020-08-01 07:08:19,906 - mmaction - INFO - Epoch [85][120/3757] lr: 1.000e-04, eta: 1 day, 8:32:13, time: 2.046, data_time: 0.011, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8852, loss_cls: 1.2225, loss: 1.2225, grad_norm: 9.2850 2020-08-01 07:09:01,778 - mmaction - INFO - Epoch [85][140/3757] lr: 1.000e-04, eta: 1 day, 8:31:34, time: 2.093, data_time: 0.007, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8891, loss_cls: 1.1366, loss: 1.1366, grad_norm: 8.5605 2020-08-01 07:09:41,996 - mmaction - INFO - Epoch [85][160/3757] lr: 1.000e-04, eta: 1 day, 8:30:55, time: 2.008, data_time: 0.003, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8820, loss_cls: 1.2378, loss: 1.2378, grad_norm: 9.2165 2020-08-01 07:10:17,893 - mmaction - INFO - Epoch [85][180/3757] lr: 1.000e-04, eta: 1 day, 8:30:16, time: 1.788, data_time: 0.009, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2569, loss: 1.2569, grad_norm: 9.2163 2020-08-01 07:10:59,410 - mmaction - INFO - Epoch [85][200/3757] lr: 1.000e-04, eta: 1 day, 8:29:37, time: 2.085, data_time: 0.017, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8852, loss_cls: 1.1431, loss: 1.1431, grad_norm: 8.7546 2020-08-01 07:11:39,680 - mmaction - INFO - Epoch [85][220/3757] lr: 1.000e-04, eta: 1 day, 8:28:58, time: 2.011, data_time: 0.008, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8586, loss_cls: 1.2664, loss: 1.2664, grad_norm: 8.9456 2020-08-01 07:12:16,010 - mmaction - INFO - Epoch [85][240/3757] lr: 1.000e-04, eta: 1 day, 8:28:19, time: 1.820, data_time: 0.005, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8711, loss_cls: 1.2391, loss: 1.2391, grad_norm: 8.9536 2020-08-01 07:12:53,415 - mmaction - INFO - Epoch [85][260/3757] lr: 1.000e-04, eta: 1 day, 8:27:39, time: 1.869, data_time: 0.217, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8789, loss_cls: 1.2396, loss: 1.2396, grad_norm: 9.2129 2020-08-01 07:13:35,177 - mmaction - INFO - Epoch [85][280/3757] lr: 1.000e-04, eta: 1 day, 8:27:01, time: 2.089, data_time: 0.030, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8742, loss_cls: 1.2482, loss: 1.2482, grad_norm: 8.9702 2020-08-01 07:14:14,892 - mmaction - INFO - Epoch [85][300/3757] lr: 1.000e-04, eta: 1 day, 8:26:22, time: 1.978, data_time: 0.008, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8828, loss_cls: 1.1736, loss: 1.1736, grad_norm: 8.8957 2020-08-01 07:14:52,252 - mmaction - INFO - Epoch [85][320/3757] lr: 1.000e-04, eta: 1 day, 8:25:42, time: 1.868, data_time: 0.011, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8664, loss_cls: 1.3080, loss: 1.3080, grad_norm: 9.3962 2020-08-01 07:15:35,193 - mmaction - INFO - Epoch [85][340/3757] lr: 1.000e-04, eta: 1 day, 8:25:04, time: 2.155, data_time: 0.011, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8711, loss_cls: 1.2199, loss: 1.2199, grad_norm: 8.9535 2020-08-01 07:16:11,667 - mmaction - INFO - Epoch [85][360/3757] lr: 1.000e-04, eta: 1 day, 8:24:25, time: 1.824, data_time: 0.002, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2650, loss: 1.2650, grad_norm: 9.2896 2020-08-01 07:16:48,651 - mmaction - INFO - Epoch [85][380/3757] lr: 1.000e-04, eta: 1 day, 8:23:45, time: 1.849, data_time: 0.007, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8523, loss_cls: 1.3203, loss: 1.3203, grad_norm: 9.2331 2020-08-01 07:17:31,042 - mmaction - INFO - Epoch [85][400/3757] lr: 1.000e-04, eta: 1 day, 8:23:07, time: 2.112, data_time: 0.010, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8828, loss_cls: 1.2392, loss: 1.2392, grad_norm: 9.0753 2020-08-01 07:18:05,723 - mmaction - INFO - Epoch [85][420/3757] lr: 1.000e-04, eta: 1 day, 8:22:27, time: 1.743, data_time: 0.037, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8797, loss_cls: 1.1636, loss: 1.1636, grad_norm: 8.7457 2020-08-01 07:18:43,841 - mmaction - INFO - Epoch [85][440/3757] lr: 1.000e-04, eta: 1 day, 8:21:48, time: 1.902, data_time: 0.010, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8719, loss_cls: 1.2113, loss: 1.2113, grad_norm: 9.2222 2020-08-01 07:19:23,450 - mmaction - INFO - Epoch [85][460/3757] lr: 1.000e-04, eta: 1 day, 8:21:09, time: 1.976, data_time: 0.016, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8781, loss_cls: 1.1971, loss: 1.1971, grad_norm: 9.2269 2020-08-01 07:20:03,112 - mmaction - INFO - Epoch [85][480/3757] lr: 1.000e-04, eta: 1 day, 8:20:30, time: 1.991, data_time: 0.025, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8609, loss_cls: 1.3034, loss: 1.3034, grad_norm: 9.3441 2020-08-01 07:20:41,686 - mmaction - INFO - Epoch [85][500/3757] lr: 1.000e-04, eta: 1 day, 8:19:51, time: 1.928, data_time: 0.458, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8758, loss_cls: 1.1935, loss: 1.1935, grad_norm: 8.8802 2020-08-01 07:21:21,357 - mmaction - INFO - Epoch [85][520/3757] lr: 1.000e-04, eta: 1 day, 8:19:12, time: 1.983, data_time: 0.541, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8758, loss_cls: 1.2206, loss: 1.2206, grad_norm: 9.1660 2020-08-01 07:21:59,048 - mmaction - INFO - Epoch [85][540/3757] lr: 1.000e-04, eta: 1 day, 8:18:32, time: 1.884, data_time: 0.427, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8727, loss_cls: 1.2335, loss: 1.2335, grad_norm: 8.7682 2020-08-01 07:22:42,935 - mmaction - INFO - Epoch [85][560/3757] lr: 1.000e-04, eta: 1 day, 8:17:54, time: 2.192, data_time: 1.111, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8648, loss_cls: 1.2251, loss: 1.2251, grad_norm: 9.1003 2020-08-01 07:23:21,810 - mmaction - INFO - Epoch [85][580/3757] lr: 1.000e-04, eta: 1 day, 8:17:15, time: 1.948, data_time: 0.008, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8664, loss_cls: 1.2486, loss: 1.2486, grad_norm: 9.0561 2020-08-01 07:24:00,384 - mmaction - INFO - Epoch [85][600/3757] lr: 1.000e-04, eta: 1 day, 8:16:36, time: 1.927, data_time: 0.015, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8711, loss_cls: 1.2274, loss: 1.2274, grad_norm: 9.4137 2020-08-01 07:24:39,662 - mmaction - INFO - Epoch [85][620/3757] lr: 1.000e-04, eta: 1 day, 8:15:57, time: 1.964, data_time: 0.004, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8594, loss_cls: 1.2871, loss: 1.2871, grad_norm: 9.1222 2020-08-01 07:25:17,694 - mmaction - INFO - Epoch [85][640/3757] lr: 1.000e-04, eta: 1 day, 8:15:18, time: 1.895, data_time: 0.008, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8797, loss_cls: 1.1676, loss: 1.1676, grad_norm: 8.8316 2020-08-01 07:25:58,023 - mmaction - INFO - Epoch [85][660/3757] lr: 1.000e-04, eta: 1 day, 8:14:39, time: 2.022, data_time: 0.014, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8703, loss_cls: 1.3009, loss: 1.3009, grad_norm: 9.1337 2020-08-01 07:26:33,751 - mmaction - INFO - Epoch [85][680/3757] lr: 1.000e-04, eta: 1 day, 8:13:59, time: 1.779, data_time: 0.010, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8742, loss_cls: 1.2618, loss: 1.2618, grad_norm: 9.1497 2020-08-01 07:27:12,049 - mmaction - INFO - Epoch [85][700/3757] lr: 1.000e-04, eta: 1 day, 8:13:20, time: 1.923, data_time: 0.393, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8805, loss_cls: 1.1554, loss: 1.1554, grad_norm: 8.8811 2020-08-01 07:27:49,027 - mmaction - INFO - Epoch [85][720/3757] lr: 1.000e-04, eta: 1 day, 8:12:41, time: 1.846, data_time: 0.352, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8812, loss_cls: 1.1861, loss: 1.1861, grad_norm: 8.9817 2020-08-01 07:28:27,253 - mmaction - INFO - Epoch [85][740/3757] lr: 1.000e-04, eta: 1 day, 8:12:01, time: 1.914, data_time: 0.193, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8750, loss_cls: 1.2390, loss: 1.2390, grad_norm: 9.2295 2020-08-01 07:29:06,647 - mmaction - INFO - Epoch [85][760/3757] lr: 1.000e-04, eta: 1 day, 8:11:22, time: 1.966, data_time: 0.210, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8766, loss_cls: 1.1793, loss: 1.1793, grad_norm: 8.7401 2020-08-01 07:29:48,066 - mmaction - INFO - Epoch [85][780/3757] lr: 1.000e-04, eta: 1 day, 8:10:44, time: 2.072, data_time: 0.222, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8734, loss_cls: 1.2396, loss: 1.2396, grad_norm: 9.3530 2020-08-01 07:30:25,929 - mmaction - INFO - Epoch [85][800/3757] lr: 1.000e-04, eta: 1 day, 8:10:05, time: 1.891, data_time: 0.053, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8727, loss_cls: 1.2122, loss: 1.2122, grad_norm: 8.8037 2020-08-01 07:31:03,865 - mmaction - INFO - Epoch [85][820/3757] lr: 1.000e-04, eta: 1 day, 8:09:25, time: 1.901, data_time: 0.238, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8883, loss_cls: 1.1901, loss: 1.1901, grad_norm: 9.1960 2020-08-01 07:31:43,138 - mmaction - INFO - Epoch [85][840/3757] lr: 1.000e-04, eta: 1 day, 8:08:46, time: 1.958, data_time: 0.009, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8867, loss_cls: 1.1389, loss: 1.1389, grad_norm: 8.8326 2020-08-01 07:32:23,244 - mmaction - INFO - Epoch [85][860/3757] lr: 1.000e-04, eta: 1 day, 8:08:07, time: 2.008, data_time: 0.010, memory: 5170, top1_acc: 0.7133, top5_acc: 0.9016, loss_cls: 1.1591, loss: 1.1591, grad_norm: 9.3301 2020-08-01 07:33:02,873 - mmaction - INFO - Epoch [85][880/3757] lr: 1.000e-04, eta: 1 day, 8:07:29, time: 1.979, data_time: 0.036, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8688, loss_cls: 1.2427, loss: 1.2427, grad_norm: 8.9509 2020-08-01 07:33:40,069 - mmaction - INFO - Epoch [85][900/3757] lr: 1.000e-04, eta: 1 day, 8:06:49, time: 1.865, data_time: 0.009, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8875, loss_cls: 1.2373, loss: 1.2373, grad_norm: 8.9929 2020-08-01 07:34:17,665 - mmaction - INFO - Epoch [85][920/3757] lr: 1.000e-04, eta: 1 day, 8:06:10, time: 1.878, data_time: 0.014, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8688, loss_cls: 1.2187, loss: 1.2187, grad_norm: 9.0915 2020-08-01 07:34:54,993 - mmaction - INFO - Epoch [85][940/3757] lr: 1.000e-04, eta: 1 day, 8:05:30, time: 1.869, data_time: 0.030, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8891, loss_cls: 1.1436, loss: 1.1436, grad_norm: 8.9411 2020-08-01 07:35:35,728 - mmaction - INFO - Epoch [85][960/3757] lr: 1.000e-04, eta: 1 day, 8:04:52, time: 2.032, data_time: 0.006, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8742, loss_cls: 1.2330, loss: 1.2330, grad_norm: 8.9094 2020-08-01 07:36:14,690 - mmaction - INFO - Epoch [85][980/3757] lr: 1.000e-04, eta: 1 day, 8:04:13, time: 1.953, data_time: 0.009, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8859, loss_cls: 1.1910, loss: 1.1910, grad_norm: 8.7641 2020-08-01 07:36:52,121 - mmaction - INFO - Epoch [85][1000/3757] lr: 1.000e-04, eta: 1 day, 8:03:33, time: 1.867, data_time: 0.104, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8719, loss_cls: 1.2453, loss: 1.2453, grad_norm: 8.9791 2020-08-01 07:37:29,867 - mmaction - INFO - Epoch [85][1020/3757] lr: 1.000e-04, eta: 1 day, 8:02:54, time: 1.890, data_time: 0.009, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8633, loss_cls: 1.3251, loss: 1.3251, grad_norm: 9.4900 2020-08-01 07:38:10,995 - mmaction - INFO - Epoch [85][1040/3757] lr: 1.000e-04, eta: 1 day, 8:02:15, time: 2.054, data_time: 0.009, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8805, loss_cls: 1.1928, loss: 1.1928, grad_norm: 9.0678 2020-08-01 07:38:49,400 - mmaction - INFO - Epoch [85][1060/3757] lr: 1.000e-04, eta: 1 day, 8:01:36, time: 1.925, data_time: 0.010, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8820, loss_cls: 1.1477, loss: 1.1477, grad_norm: 8.7333 2020-08-01 07:39:29,842 - mmaction - INFO - Epoch [85][1080/3757] lr: 1.000e-04, eta: 1 day, 8:00:57, time: 2.014, data_time: 0.254, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8680, loss_cls: 1.2590, loss: 1.2590, grad_norm: 9.2512 2020-08-01 07:40:08,126 - mmaction - INFO - Epoch [85][1100/3757] lr: 1.000e-04, eta: 1 day, 8:00:18, time: 1.922, data_time: 0.308, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8852, loss_cls: 1.1856, loss: 1.1856, grad_norm: 8.7762 2020-08-01 07:40:47,984 - mmaction - INFO - Epoch [85][1120/3757] lr: 1.000e-04, eta: 1 day, 7:59:39, time: 1.990, data_time: 0.398, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8727, loss_cls: 1.2414, loss: 1.2414, grad_norm: 9.2673 2020-08-01 07:41:25,864 - mmaction - INFO - Epoch [85][1140/3757] lr: 1.000e-04, eta: 1 day, 7:59:00, time: 1.894, data_time: 0.271, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8820, loss_cls: 1.2168, loss: 1.2168, grad_norm: 8.9878 2020-08-01 07:42:07,120 - mmaction - INFO - Epoch [85][1160/3757] lr: 1.000e-04, eta: 1 day, 7:58:21, time: 2.062, data_time: 0.066, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8773, loss_cls: 1.2592, loss: 1.2592, grad_norm: 9.1710 2020-08-01 07:42:48,549 - mmaction - INFO - Epoch [85][1180/3757] lr: 1.000e-04, eta: 1 day, 7:57:43, time: 2.067, data_time: 0.006, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8766, loss_cls: 1.2015, loss: 1.2015, grad_norm: 9.0339 2020-08-01 07:43:24,617 - mmaction - INFO - Epoch [85][1200/3757] lr: 1.000e-04, eta: 1 day, 7:57:03, time: 1.809, data_time: 0.011, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8867, loss_cls: 1.1744, loss: 1.1744, grad_norm: 8.7054 2020-08-01 07:44:03,976 - mmaction - INFO - Epoch [85][1220/3757] lr: 1.000e-04, eta: 1 day, 7:56:24, time: 1.967, data_time: 0.321, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8742, loss_cls: 1.1839, loss: 1.1839, grad_norm: 8.7712 2020-08-01 07:44:45,889 - mmaction - INFO - Epoch [85][1240/3757] lr: 1.000e-04, eta: 1 day, 7:55:46, time: 2.098, data_time: 1.040, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8742, loss_cls: 1.2543, loss: 1.2543, grad_norm: 9.1713 2020-08-01 07:45:22,640 - mmaction - INFO - Epoch [85][1260/3757] lr: 1.000e-04, eta: 1 day, 7:55:06, time: 1.828, data_time: 0.984, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8961, loss_cls: 1.1655, loss: 1.1655, grad_norm: 9.3263 2020-08-01 07:46:01,284 - mmaction - INFO - Epoch [85][1280/3757] lr: 1.000e-04, eta: 1 day, 7:54:27, time: 1.942, data_time: 0.648, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8867, loss_cls: 1.1898, loss: 1.1898, grad_norm: 9.0693 2020-08-01 07:46:41,482 - mmaction - INFO - Epoch [85][1300/3757] lr: 1.000e-04, eta: 1 day, 7:53:48, time: 2.004, data_time: 0.040, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8906, loss_cls: 1.1504, loss: 1.1504, grad_norm: 8.6494 2020-08-01 07:47:20,385 - mmaction - INFO - Epoch [85][1320/3757] lr: 1.000e-04, eta: 1 day, 7:53:09, time: 1.952, data_time: 0.117, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8797, loss_cls: 1.2558, loss: 1.2558, grad_norm: 9.3921 2020-08-01 07:47:58,397 - mmaction - INFO - Epoch [85][1340/3757] lr: 1.000e-04, eta: 1 day, 7:52:30, time: 1.895, data_time: 0.006, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8875, loss_cls: 1.1806, loss: 1.1806, grad_norm: 8.9508 2020-08-01 07:48:37,978 - mmaction - INFO - Epoch [85][1360/3757] lr: 1.000e-04, eta: 1 day, 7:51:51, time: 1.984, data_time: 0.008, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8812, loss_cls: 1.1839, loss: 1.1839, grad_norm: 9.1220 2020-08-01 07:49:15,413 - mmaction - INFO - Epoch [85][1380/3757] lr: 1.000e-04, eta: 1 day, 7:51:12, time: 1.869, data_time: 0.008, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8820, loss_cls: 1.1645, loss: 1.1645, grad_norm: 8.7470 2020-08-01 07:49:54,223 - mmaction - INFO - Epoch [85][1400/3757] lr: 1.000e-04, eta: 1 day, 7:50:33, time: 1.942, data_time: 0.008, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8836, loss_cls: 1.1923, loss: 1.1923, grad_norm: 9.0574 2020-08-01 07:50:32,547 - mmaction - INFO - Epoch [85][1420/3757] lr: 1.000e-04, eta: 1 day, 7:49:53, time: 1.914, data_time: 0.073, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8750, loss_cls: 1.2159, loss: 1.2159, grad_norm: 9.3626 2020-08-01 07:51:10,360 - mmaction - INFO - Epoch [85][1440/3757] lr: 1.000e-04, eta: 1 day, 7:49:14, time: 1.894, data_time: 0.474, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8875, loss_cls: 1.1526, loss: 1.1526, grad_norm: 8.8978 2020-08-01 07:51:52,184 - mmaction - INFO - Epoch [85][1460/3757] lr: 1.000e-04, eta: 1 day, 7:48:35, time: 2.084, data_time: 0.712, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8750, loss_cls: 1.2401, loss: 1.2401, grad_norm: 9.1644 2020-08-01 07:52:31,499 - mmaction - INFO - Epoch [85][1480/3757] lr: 1.000e-04, eta: 1 day, 7:47:56, time: 1.967, data_time: 0.585, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8766, loss_cls: 1.2899, loss: 1.2899, grad_norm: 9.2200 2020-08-01 07:53:10,638 - mmaction - INFO - Epoch [85][1500/3757] lr: 1.000e-04, eta: 1 day, 7:47:17, time: 1.963, data_time: 0.277, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1043, loss: 1.1043, grad_norm: 8.6843 2020-08-01 07:53:49,672 - mmaction - INFO - Epoch [85][1520/3757] lr: 1.000e-04, eta: 1 day, 7:46:38, time: 1.952, data_time: 0.493, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8547, loss_cls: 1.3044, loss: 1.3044, grad_norm: 9.0571 2020-08-01 07:54:27,695 - mmaction - INFO - Epoch [85][1540/3757] lr: 1.000e-04, eta: 1 day, 7:45:59, time: 1.892, data_time: 1.234, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8758, loss_cls: 1.2288, loss: 1.2288, grad_norm: 9.0737 2020-08-01 07:55:09,585 - mmaction - INFO - Epoch [85][1560/3757] lr: 1.000e-04, eta: 1 day, 7:45:21, time: 2.101, data_time: 0.998, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8727, loss_cls: 1.2753, loss: 1.2753, grad_norm: 9.5002 2020-08-01 07:55:50,451 - mmaction - INFO - Epoch [85][1580/3757] lr: 1.000e-04, eta: 1 day, 7:44:42, time: 2.045, data_time: 0.223, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8695, loss_cls: 1.2393, loss: 1.2393, grad_norm: 9.0050 2020-08-01 07:56:30,317 - mmaction - INFO - Epoch [85][1600/3757] lr: 1.000e-04, eta: 1 day, 7:44:03, time: 1.993, data_time: 0.009, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8836, loss_cls: 1.1619, loss: 1.1619, grad_norm: 8.7475 2020-08-01 07:57:13,253 - mmaction - INFO - Epoch [85][1620/3757] lr: 1.000e-04, eta: 1 day, 7:43:25, time: 2.146, data_time: 0.059, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8672, loss_cls: 1.3126, loss: 1.3126, grad_norm: 9.2173 2020-08-01 07:57:49,159 - mmaction - INFO - Epoch [85][1640/3757] lr: 1.000e-04, eta: 1 day, 7:42:45, time: 1.789, data_time: 0.009, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8898, loss_cls: 1.1789, loss: 1.1789, grad_norm: 8.8058 2020-08-01 07:58:28,297 - mmaction - INFO - Epoch [85][1660/3757] lr: 1.000e-04, eta: 1 day, 7:42:06, time: 1.963, data_time: 0.010, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8703, loss_cls: 1.2622, loss: 1.2622, grad_norm: 9.1511 2020-08-01 07:59:07,720 - mmaction - INFO - Epoch [85][1680/3757] lr: 1.000e-04, eta: 1 day, 7:41:27, time: 1.970, data_time: 0.009, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8711, loss_cls: 1.2036, loss: 1.2036, grad_norm: 9.0456 2020-08-01 07:59:43,037 - mmaction - INFO - Epoch [85][1700/3757] lr: 1.000e-04, eta: 1 day, 7:40:47, time: 1.767, data_time: 0.005, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8719, loss_cls: 1.2738, loss: 1.2738, grad_norm: 9.0864 2020-08-01 08:00:24,623 - mmaction - INFO - Epoch [85][1720/3757] lr: 1.000e-04, eta: 1 day, 7:40:09, time: 2.066, data_time: 0.241, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8914, loss_cls: 1.2076, loss: 1.2076, grad_norm: 9.2750 2020-08-01 08:01:00,261 - mmaction - INFO - Epoch [85][1740/3757] lr: 1.000e-04, eta: 1 day, 7:39:29, time: 1.795, data_time: 0.105, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8742, loss_cls: 1.2155, loss: 1.2155, grad_norm: 9.1586 2020-08-01 08:01:41,445 - mmaction - INFO - Epoch [85][1760/3757] lr: 1.000e-04, eta: 1 day, 7:38:50, time: 2.055, data_time: 1.430, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8953, loss_cls: 1.1176, loss: 1.1176, grad_norm: 8.6196 2020-08-01 08:02:18,759 - mmaction - INFO - Epoch [85][1780/3757] lr: 1.000e-04, eta: 1 day, 7:38:11, time: 1.866, data_time: 1.058, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8820, loss_cls: 1.1793, loss: 1.1793, grad_norm: 8.9325 2020-08-01 08:02:57,838 - mmaction - INFO - Epoch [85][1800/3757] lr: 1.000e-04, eta: 1 day, 7:37:32, time: 1.956, data_time: 0.408, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8859, loss_cls: 1.1844, loss: 1.1844, grad_norm: 8.9415 2020-08-01 08:03:39,170 - mmaction - INFO - Epoch [85][1820/3757] lr: 1.000e-04, eta: 1 day, 7:36:53, time: 2.071, data_time: 0.059, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8695, loss_cls: 1.2802, loss: 1.2802, grad_norm: 9.2594 2020-08-01 08:04:16,526 - mmaction - INFO - Epoch [85][1840/3757] lr: 1.000e-04, eta: 1 day, 7:36:14, time: 1.859, data_time: 0.007, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8812, loss_cls: 1.2418, loss: 1.2418, grad_norm: 9.2518 2020-08-01 08:04:57,329 - mmaction - INFO - Epoch [85][1860/3757] lr: 1.000e-04, eta: 1 day, 7:35:35, time: 2.047, data_time: 0.013, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8734, loss_cls: 1.2228, loss: 1.2228, grad_norm: 9.0334 2020-08-01 08:05:35,345 - mmaction - INFO - Epoch [85][1880/3757] lr: 1.000e-04, eta: 1 day, 7:34:56, time: 1.899, data_time: 0.010, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8742, loss_cls: 1.2306, loss: 1.2306, grad_norm: 9.0409 2020-08-01 08:06:17,261 - mmaction - INFO - Epoch [85][1900/3757] lr: 1.000e-04, eta: 1 day, 7:34:18, time: 2.099, data_time: 0.009, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8758, loss_cls: 1.1679, loss: 1.1679, grad_norm: 8.8595 2020-08-01 08:06:56,275 - mmaction - INFO - Epoch [85][1920/3757] lr: 1.000e-04, eta: 1 day, 7:33:38, time: 1.943, data_time: 0.007, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8680, loss_cls: 1.1958, loss: 1.1958, grad_norm: 8.7859 2020-08-01 08:07:36,440 - mmaction - INFO - Epoch [85][1940/3757] lr: 1.000e-04, eta: 1 day, 7:33:00, time: 2.017, data_time: 0.011, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8789, loss_cls: 1.1979, loss: 1.1979, grad_norm: 9.1053 2020-08-01 08:08:16,453 - mmaction - INFO - Epoch [85][1960/3757] lr: 1.000e-04, eta: 1 day, 7:32:21, time: 2.000, data_time: 0.006, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8742, loss_cls: 1.1901, loss: 1.1901, grad_norm: 9.0624 2020-08-01 08:08:54,245 - mmaction - INFO - Epoch [85][1980/3757] lr: 1.000e-04, eta: 1 day, 7:31:41, time: 1.885, data_time: 0.006, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8844, loss_cls: 1.1844, loss: 1.1844, grad_norm: 8.7938 2020-08-01 08:09:29,145 - mmaction - INFO - Epoch [85][2000/3757] lr: 1.000e-04, eta: 1 day, 7:31:02, time: 1.743, data_time: 0.013, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8875, loss_cls: 1.1923, loss: 1.1923, grad_norm: 8.9223 2020-08-01 08:10:09,107 - mmaction - INFO - Epoch [85][2020/3757] lr: 1.000e-04, eta: 1 day, 7:30:23, time: 2.004, data_time: 0.010, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8828, loss_cls: 1.1834, loss: 1.1834, grad_norm: 8.7665 2020-08-01 08:10:49,657 - mmaction - INFO - Epoch [85][2040/3757] lr: 1.000e-04, eta: 1 day, 7:29:44, time: 2.029, data_time: 0.004, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8906, loss_cls: 1.2213, loss: 1.2213, grad_norm: 9.1115 2020-08-01 08:11:30,508 - mmaction - INFO - Epoch [85][2060/3757] lr: 1.000e-04, eta: 1 day, 7:29:05, time: 2.042, data_time: 0.008, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8617, loss_cls: 1.2793, loss: 1.2793, grad_norm: 9.2057 2020-08-01 08:12:08,030 - mmaction - INFO - Epoch [85][2080/3757] lr: 1.000e-04, eta: 1 day, 7:28:26, time: 1.875, data_time: 0.002, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8734, loss_cls: 1.2531, loss: 1.2531, grad_norm: 9.4632 2020-08-01 08:12:48,379 - mmaction - INFO - Epoch [85][2100/3757] lr: 1.000e-04, eta: 1 day, 7:27:47, time: 2.011, data_time: 0.004, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8703, loss_cls: 1.2950, loss: 1.2950, grad_norm: 8.9780 2020-08-01 08:13:26,707 - mmaction - INFO - Epoch [85][2120/3757] lr: 1.000e-04, eta: 1 day, 7:27:08, time: 1.924, data_time: 0.010, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8734, loss_cls: 1.2535, loss: 1.2535, grad_norm: 9.7100 2020-08-01 08:14:07,057 - mmaction - INFO - Epoch [85][2140/3757] lr: 1.000e-04, eta: 1 day, 7:26:29, time: 2.015, data_time: 0.008, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8852, loss_cls: 1.2020, loss: 1.2020, grad_norm: 9.1604 2020-08-01 08:14:47,229 - mmaction - INFO - Epoch [85][2160/3757] lr: 1.000e-04, eta: 1 day, 7:25:50, time: 2.007, data_time: 0.004, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8719, loss_cls: 1.2175, loss: 1.2175, grad_norm: 9.1220 2020-08-01 08:15:30,701 - mmaction - INFO - Epoch [85][2180/3757] lr: 1.000e-04, eta: 1 day, 7:25:12, time: 2.177, data_time: 0.011, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8969, loss_cls: 1.0821, loss: 1.0821, grad_norm: 8.8050 2020-08-01 08:16:04,444 - mmaction - INFO - Epoch [85][2200/3757] lr: 1.000e-04, eta: 1 day, 7:24:32, time: 1.686, data_time: 0.002, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2200, loss: 1.2200, grad_norm: 8.9225 2020-08-01 08:16:45,784 - mmaction - INFO - Epoch [85][2220/3757] lr: 1.000e-04, eta: 1 day, 7:23:53, time: 2.062, data_time: 0.008, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8766, loss_cls: 1.2623, loss: 1.2623, grad_norm: 9.3308 2020-08-01 08:17:28,328 - mmaction - INFO - Epoch [85][2240/3757] lr: 1.000e-04, eta: 1 day, 7:23:15, time: 2.133, data_time: 0.012, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8703, loss_cls: 1.2558, loss: 1.2558, grad_norm: 9.2026 2020-08-01 08:18:04,172 - mmaction - INFO - Epoch [85][2260/3757] lr: 1.000e-04, eta: 1 day, 7:22:35, time: 1.786, data_time: 0.010, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8773, loss_cls: 1.2226, loss: 1.2226, grad_norm: 9.0372 2020-08-01 08:18:43,912 - mmaction - INFO - Epoch [85][2280/3757] lr: 1.000e-04, eta: 1 day, 7:21:56, time: 1.990, data_time: 0.012, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8875, loss_cls: 1.1825, loss: 1.1825, grad_norm: 9.0954 2020-08-01 08:19:23,044 - mmaction - INFO - Epoch [85][2300/3757] lr: 1.000e-04, eta: 1 day, 7:21:17, time: 1.952, data_time: 0.011, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8820, loss_cls: 1.1723, loss: 1.1723, grad_norm: 8.9184 2020-08-01 08:20:00,439 - mmaction - INFO - Epoch [85][2320/3757] lr: 1.000e-04, eta: 1 day, 7:20:38, time: 1.875, data_time: 0.010, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8805, loss_cls: 1.1778, loss: 1.1778, grad_norm: 8.9153 2020-08-01 08:20:37,366 - mmaction - INFO - Epoch [85][2340/3757] lr: 1.000e-04, eta: 1 day, 7:19:59, time: 1.841, data_time: 0.009, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8758, loss_cls: 1.1915, loss: 1.1915, grad_norm: 8.8062 2020-08-01 08:21:15,987 - mmaction - INFO - Epoch [85][2360/3757] lr: 1.000e-04, eta: 1 day, 7:19:19, time: 1.937, data_time: 0.010, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8789, loss_cls: 1.1781, loss: 1.1781, grad_norm: 8.6577 2020-08-01 08:21:54,127 - mmaction - INFO - Epoch [85][2380/3757] lr: 1.000e-04, eta: 1 day, 7:18:40, time: 1.903, data_time: 0.009, memory: 5170, top1_acc: 0.7328, top5_acc: 0.8836, loss_cls: 1.1194, loss: 1.1194, grad_norm: 8.6458 2020-08-01 08:22:32,521 - mmaction - INFO - Epoch [85][2400/3757] lr: 1.000e-04, eta: 1 day, 7:18:01, time: 1.920, data_time: 0.011, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8562, loss_cls: 1.2744, loss: 1.2744, grad_norm: 9.0443 2020-08-01 08:23:13,179 - mmaction - INFO - Epoch [85][2420/3757] lr: 1.000e-04, eta: 1 day, 7:17:22, time: 2.038, data_time: 0.008, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8805, loss_cls: 1.2212, loss: 1.2212, grad_norm: 9.3011 2020-08-01 08:23:50,185 - mmaction - INFO - Epoch [85][2440/3757] lr: 1.000e-04, eta: 1 day, 7:16:43, time: 1.846, data_time: 0.010, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8805, loss_cls: 1.1989, loss: 1.1989, grad_norm: 9.1944 2020-08-01 08:24:30,263 - mmaction - INFO - Epoch [85][2460/3757] lr: 1.000e-04, eta: 1 day, 7:16:04, time: 2.004, data_time: 0.009, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8812, loss_cls: 1.1607, loss: 1.1607, grad_norm: 8.9972 2020-08-01 08:25:08,050 - mmaction - INFO - Epoch [85][2480/3757] lr: 1.000e-04, eta: 1 day, 7:15:25, time: 1.892, data_time: 0.007, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8711, loss_cls: 1.2990, loss: 1.2990, grad_norm: 9.2782 2020-08-01 08:25:45,602 - mmaction - INFO - Epoch [85][2500/3757] lr: 1.000e-04, eta: 1 day, 7:14:45, time: 1.878, data_time: 0.004, memory: 5170, top1_acc: 0.6656, top5_acc: 0.8500, loss_cls: 1.3699, loss: 1.3699, grad_norm: 9.6659 2020-08-01 08:26:27,605 - mmaction - INFO - Epoch [85][2520/3757] lr: 1.000e-04, eta: 1 day, 7:14:07, time: 2.091, data_time: 0.020, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8781, loss_cls: 1.1779, loss: 1.1779, grad_norm: 8.9457 2020-08-01 08:27:05,429 - mmaction - INFO - Epoch [85][2540/3757] lr: 1.000e-04, eta: 1 day, 7:13:28, time: 1.901, data_time: 0.023, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8766, loss_cls: 1.2091, loss: 1.2091, grad_norm: 9.0330 2020-08-01 08:27:46,677 - mmaction - INFO - Epoch [85][2560/3757] lr: 1.000e-04, eta: 1 day, 7:12:49, time: 2.058, data_time: 0.008, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8781, loss_cls: 1.2030, loss: 1.2030, grad_norm: 9.0546 2020-08-01 08:28:22,845 - mmaction - INFO - Epoch [85][2580/3757] lr: 1.000e-04, eta: 1 day, 7:12:09, time: 1.813, data_time: 0.008, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8805, loss_cls: 1.1931, loss: 1.1931, grad_norm: 8.9945 2020-08-01 08:29:01,538 - mmaction - INFO - Epoch [85][2600/3757] lr: 1.000e-04, eta: 1 day, 7:11:30, time: 1.929, data_time: 0.015, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8836, loss_cls: 1.2089, loss: 1.2089, grad_norm: 9.2353 2020-08-01 08:29:39,281 - mmaction - INFO - Epoch [85][2620/3757] lr: 1.000e-04, eta: 1 day, 7:10:51, time: 1.893, data_time: 0.009, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8711, loss_cls: 1.2598, loss: 1.2598, grad_norm: 9.1584 2020-08-01 08:30:16,601 - mmaction - INFO - Epoch [85][2640/3757] lr: 1.000e-04, eta: 1 day, 7:10:12, time: 1.860, data_time: 0.010, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8648, loss_cls: 1.2817, loss: 1.2817, grad_norm: 9.4367 2020-08-01 08:30:56,513 - mmaction - INFO - Epoch [85][2660/3757] lr: 1.000e-04, eta: 1 day, 7:09:33, time: 1.996, data_time: 0.077, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8695, loss_cls: 1.1987, loss: 1.1987, grad_norm: 9.1065 2020-08-01 08:31:37,126 - mmaction - INFO - Epoch [85][2680/3757] lr: 1.000e-04, eta: 1 day, 7:08:54, time: 2.034, data_time: 0.015, memory: 5170, top1_acc: 0.7203, top5_acc: 0.9062, loss_cls: 1.0915, loss: 1.0915, grad_norm: 9.0068 2020-08-01 08:32:18,646 - mmaction - INFO - Epoch [85][2700/3757] lr: 1.000e-04, eta: 1 day, 7:08:15, time: 2.073, data_time: 0.007, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8805, loss_cls: 1.2142, loss: 1.2142, grad_norm: 9.0578 2020-08-01 08:32:55,689 - mmaction - INFO - Epoch [85][2720/3757] lr: 1.000e-04, eta: 1 day, 7:07:36, time: 1.852, data_time: 0.011, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8852, loss_cls: 1.1560, loss: 1.1560, grad_norm: 9.0279 2020-08-01 08:33:35,229 - mmaction - INFO - Epoch [85][2740/3757] lr: 1.000e-04, eta: 1 day, 7:06:57, time: 1.981, data_time: 0.009, memory: 5170, top1_acc: 0.7336, top5_acc: 0.8953, loss_cls: 1.1338, loss: 1.1338, grad_norm: 8.8307 2020-08-01 08:34:16,236 - mmaction - INFO - Epoch [85][2760/3757] lr: 1.000e-04, eta: 1 day, 7:06:18, time: 2.048, data_time: 0.011, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8797, loss_cls: 1.1989, loss: 1.1989, grad_norm: 8.9012 2020-08-01 08:34:52,212 - mmaction - INFO - Epoch [85][2780/3757] lr: 1.000e-04, eta: 1 day, 7:05:39, time: 1.802, data_time: 0.008, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8859, loss_cls: 1.1850, loss: 1.1850, grad_norm: 9.1830 2020-08-01 08:35:31,900 - mmaction - INFO - Epoch [85][2800/3757] lr: 1.000e-04, eta: 1 day, 7:05:00, time: 1.981, data_time: 0.008, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8922, loss_cls: 1.1322, loss: 1.1322, grad_norm: 8.7835 2020-08-01 08:36:14,469 - mmaction - INFO - Epoch [85][2820/3757] lr: 1.000e-04, eta: 1 day, 7:04:21, time: 2.131, data_time: 0.009, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8898, loss_cls: 1.1791, loss: 1.1791, grad_norm: 9.1799 2020-08-01 08:36:54,395 - mmaction - INFO - Epoch [85][2840/3757] lr: 1.000e-04, eta: 1 day, 7:03:43, time: 1.998, data_time: 0.012, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8766, loss_cls: 1.2146, loss: 1.2146, grad_norm: 9.1481 2020-08-01 08:37:30,558 - mmaction - INFO - Epoch [85][2860/3757] lr: 1.000e-04, eta: 1 day, 7:03:03, time: 1.808, data_time: 0.003, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8883, loss_cls: 1.1840, loss: 1.1840, grad_norm: 9.0667 2020-08-01 08:38:07,190 - mmaction - INFO - Epoch [85][2880/3757] lr: 1.000e-04, eta: 1 day, 7:02:23, time: 1.826, data_time: 0.023, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8547, loss_cls: 1.2772, loss: 1.2772, grad_norm: 9.0982 2020-08-01 08:38:51,687 - mmaction - INFO - Epoch [85][2900/3757] lr: 1.000e-04, eta: 1 day, 7:01:45, time: 2.228, data_time: 0.033, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8875, loss_cls: 1.1855, loss: 1.1855, grad_norm: 9.0047 2020-08-01 08:39:27,510 - mmaction - INFO - Epoch [85][2920/3757] lr: 1.000e-04, eta: 1 day, 7:01:06, time: 1.792, data_time: 0.370, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8883, loss_cls: 1.1464, loss: 1.1464, grad_norm: 8.9412 2020-08-01 08:40:05,539 - mmaction - INFO - Epoch [85][2940/3757] lr: 1.000e-04, eta: 1 day, 7:00:27, time: 1.904, data_time: 0.795, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2371, loss: 1.2371, grad_norm: 9.1690 2020-08-01 08:40:45,635 - mmaction - INFO - Epoch [85][2960/3757] lr: 1.000e-04, eta: 1 day, 6:59:48, time: 2.003, data_time: 0.708, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8703, loss_cls: 1.2169, loss: 1.2169, grad_norm: 9.1137 2020-08-01 08:41:24,046 - mmaction - INFO - Epoch [85][2980/3757] lr: 1.000e-04, eta: 1 day, 6:59:08, time: 1.917, data_time: 0.251, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8719, loss_cls: 1.2356, loss: 1.2356, grad_norm: 9.2180 2020-08-01 08:42:02,903 - mmaction - INFO - Epoch [85][3000/3757] lr: 1.000e-04, eta: 1 day, 6:58:29, time: 1.946, data_time: 1.087, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8727, loss_cls: 1.2546, loss: 1.2546, grad_norm: 9.2116 2020-08-01 08:42:42,876 - mmaction - INFO - Epoch [85][3020/3757] lr: 1.000e-04, eta: 1 day, 6:57:51, time: 2.001, data_time: 1.436, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8773, loss_cls: 1.1783, loss: 1.1783, grad_norm: 8.9663 2020-08-01 08:43:19,188 - mmaction - INFO - Epoch [85][3040/3757] lr: 1.000e-04, eta: 1 day, 6:57:11, time: 1.816, data_time: 0.864, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8719, loss_cls: 1.2415, loss: 1.2415, grad_norm: 9.0661 2020-08-01 08:44:00,325 - mmaction - INFO - Epoch [85][3060/3757] lr: 1.000e-04, eta: 1 day, 6:56:32, time: 2.053, data_time: 0.158, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8586, loss_cls: 1.3345, loss: 1.3345, grad_norm: 9.1663 2020-08-01 08:44:38,257 - mmaction - INFO - Epoch [85][3080/3757] lr: 1.000e-04, eta: 1 day, 6:55:53, time: 1.899, data_time: 0.459, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8844, loss_cls: 1.1740, loss: 1.1740, grad_norm: 8.8356 2020-08-01 08:45:19,311 - mmaction - INFO - Epoch [85][3100/3757] lr: 1.000e-04, eta: 1 day, 6:55:14, time: 2.051, data_time: 1.462, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8812, loss_cls: 1.2085, loss: 1.2085, grad_norm: 9.1477 2020-08-01 08:45:55,905 - mmaction - INFO - Epoch [85][3120/3757] lr: 1.000e-04, eta: 1 day, 6:54:35, time: 1.833, data_time: 0.974, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8727, loss_cls: 1.1842, loss: 1.1842, grad_norm: 8.6688 2020-08-01 08:46:35,837 - mmaction - INFO - Epoch [85][3140/3757] lr: 1.000e-04, eta: 1 day, 6:53:56, time: 1.989, data_time: 0.807, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8805, loss_cls: 1.2036, loss: 1.2036, grad_norm: 8.8563 2020-08-01 08:47:15,383 - mmaction - INFO - Epoch [85][3160/3757] lr: 1.000e-04, eta: 1 day, 6:53:17, time: 1.986, data_time: 0.041, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8797, loss_cls: 1.1844, loss: 1.1844, grad_norm: 9.0371 2020-08-01 08:47:53,273 - mmaction - INFO - Epoch [85][3180/3757] lr: 1.000e-04, eta: 1 day, 6:52:38, time: 1.895, data_time: 0.460, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8781, loss_cls: 1.2605, loss: 1.2605, grad_norm: 9.5424 2020-08-01 08:48:32,747 - mmaction - INFO - Epoch [85][3200/3757] lr: 1.000e-04, eta: 1 day, 6:51:59, time: 1.974, data_time: 0.313, memory: 5170, top1_acc: 0.7344, top5_acc: 0.8891, loss_cls: 1.0945, loss: 1.0945, grad_norm: 8.8172 2020-08-01 08:49:14,035 - mmaction - INFO - Epoch [85][3220/3757] lr: 1.000e-04, eta: 1 day, 6:51:20, time: 2.054, data_time: 0.008, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8914, loss_cls: 1.1599, loss: 1.1599, grad_norm: 8.9653 2020-08-01 08:49:51,202 - mmaction - INFO - Epoch [85][3240/3757] lr: 1.000e-04, eta: 1 day, 6:50:41, time: 1.867, data_time: 0.012, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8766, loss_cls: 1.2241, loss: 1.2241, grad_norm: 9.0387 2020-08-01 08:50:30,931 - mmaction - INFO - Epoch [85][3260/3757] lr: 1.000e-04, eta: 1 day, 6:50:02, time: 1.985, data_time: 0.009, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8742, loss_cls: 1.2841, loss: 1.2841, grad_norm: 9.3535 2020-08-01 08:51:08,301 - mmaction - INFO - Epoch [85][3280/3757] lr: 1.000e-04, eta: 1 day, 6:49:22, time: 1.871, data_time: 0.009, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8812, loss_cls: 1.2336, loss: 1.2336, grad_norm: 9.5678 2020-08-01 08:51:49,040 - mmaction - INFO - Epoch [85][3300/3757] lr: 1.000e-04, eta: 1 day, 6:48:44, time: 2.032, data_time: 0.009, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8734, loss_cls: 1.2823, loss: 1.2823, grad_norm: 9.1450 2020-08-01 08:52:27,869 - mmaction - INFO - Epoch [85][3320/3757] lr: 1.000e-04, eta: 1 day, 6:48:05, time: 1.944, data_time: 0.015, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8703, loss_cls: 1.2250, loss: 1.2250, grad_norm: 8.9493 2020-08-01 08:53:04,945 - mmaction - INFO - Epoch [85][3340/3757] lr: 1.000e-04, eta: 1 day, 6:47:25, time: 1.857, data_time: 0.012, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8906, loss_cls: 1.1722, loss: 1.1722, grad_norm: 8.9380 2020-08-01 08:53:44,480 - mmaction - INFO - Epoch [85][3360/3757] lr: 1.000e-04, eta: 1 day, 6:46:46, time: 1.978, data_time: 0.020, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8805, loss_cls: 1.1857, loss: 1.1857, grad_norm: 9.0847 2020-08-01 08:54:24,522 - mmaction - INFO - Epoch [85][3380/3757] lr: 1.000e-04, eta: 1 day, 6:46:07, time: 2.001, data_time: 0.002, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8820, loss_cls: 1.1652, loss: 1.1652, grad_norm: 9.0641 2020-08-01 08:55:05,414 - mmaction - INFO - Epoch [85][3400/3757] lr: 1.000e-04, eta: 1 day, 6:45:29, time: 2.046, data_time: 0.004, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8891, loss_cls: 1.1723, loss: 1.1723, grad_norm: 9.0675 2020-08-01 08:55:42,101 - mmaction - INFO - Epoch [85][3420/3757] lr: 1.000e-04, eta: 1 day, 6:44:49, time: 1.834, data_time: 0.007, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8828, loss_cls: 1.2030, loss: 1.2030, grad_norm: 9.2996 2020-08-01 08:56:21,210 - mmaction - INFO - Epoch [85][3440/3757] lr: 1.000e-04, eta: 1 day, 6:44:10, time: 1.955, data_time: 0.009, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8594, loss_cls: 1.3161, loss: 1.3161, grad_norm: 9.2211 2020-08-01 08:57:00,073 - mmaction - INFO - Epoch [85][3460/3757] lr: 1.000e-04, eta: 1 day, 6:43:31, time: 1.943, data_time: 0.002, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8773, loss_cls: 1.2001, loss: 1.2001, grad_norm: 8.9949 2020-08-01 08:57:38,271 - mmaction - INFO - Epoch [85][3480/3757] lr: 1.000e-04, eta: 1 day, 6:42:52, time: 1.904, data_time: 0.031, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8742, loss_cls: 1.2675, loss: 1.2675, grad_norm: 9.2722 2020-08-01 08:58:16,524 - mmaction - INFO - Epoch [85][3500/3757] lr: 1.000e-04, eta: 1 day, 6:42:13, time: 1.918, data_time: 0.136, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8945, loss_cls: 1.1517, loss: 1.1517, grad_norm: 9.3214 2020-08-01 08:58:56,471 - mmaction - INFO - Epoch [85][3520/3757] lr: 1.000e-04, eta: 1 day, 6:41:34, time: 1.992, data_time: 0.343, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8789, loss_cls: 1.2523, loss: 1.2523, grad_norm: 9.4890 2020-08-01 08:59:37,943 - mmaction - INFO - Epoch [85][3540/3757] lr: 1.000e-04, eta: 1 day, 6:40:55, time: 2.076, data_time: 0.133, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8734, loss_cls: 1.2893, loss: 1.2893, grad_norm: 9.4251 2020-08-01 09:00:15,580 - mmaction - INFO - Epoch [85][3560/3757] lr: 1.000e-04, eta: 1 day, 6:40:16, time: 1.869, data_time: 0.013, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8906, loss_cls: 1.1079, loss: 1.1079, grad_norm: 8.7820 2020-08-01 09:00:53,914 - mmaction - INFO - Epoch [85][3580/3757] lr: 1.000e-04, eta: 1 day, 6:39:37, time: 1.934, data_time: 0.045, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8875, loss_cls: 1.2278, loss: 1.2278, grad_norm: 9.5356 2020-08-01 09:01:33,757 - mmaction - INFO - Epoch [85][3600/3757] lr: 1.000e-04, eta: 1 day, 6:38:58, time: 1.983, data_time: 0.006, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8836, loss_cls: 1.2323, loss: 1.2323, grad_norm: 9.0533 2020-08-01 09:02:12,308 - mmaction - INFO - Epoch [85][3620/3757] lr: 1.000e-04, eta: 1 day, 6:38:19, time: 1.934, data_time: 0.011, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8805, loss_cls: 1.1872, loss: 1.1872, grad_norm: 8.7822 2020-08-01 09:02:49,989 - mmaction - INFO - Epoch [85][3640/3757] lr: 1.000e-04, eta: 1 day, 6:37:39, time: 1.879, data_time: 0.011, memory: 5170, top1_acc: 0.7188, top5_acc: 0.9031, loss_cls: 1.1134, loss: 1.1134, grad_norm: 8.7545 2020-08-01 09:03:29,049 - mmaction - INFO - Epoch [85][3660/3757] lr: 1.000e-04, eta: 1 day, 6:37:00, time: 1.960, data_time: 0.010, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8836, loss_cls: 1.1837, loss: 1.1837, grad_norm: 9.1426 2020-08-01 09:04:11,138 - mmaction - INFO - Epoch [85][3680/3757] lr: 1.000e-04, eta: 1 day, 6:36:22, time: 2.105, data_time: 0.009, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8711, loss_cls: 1.2861, loss: 1.2861, grad_norm: 9.5797 2020-08-01 09:04:47,402 - mmaction - INFO - Epoch [85][3700/3757] lr: 1.000e-04, eta: 1 day, 6:35:42, time: 1.812, data_time: 0.002, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8805, loss_cls: 1.2636, loss: 1.2636, grad_norm: 9.1175 2020-08-01 09:05:24,801 - mmaction - INFO - Epoch [85][3720/3757] lr: 1.000e-04, eta: 1 day, 6:35:03, time: 1.868, data_time: 0.124, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8586, loss_cls: 1.2635, loss: 1.2635, grad_norm: 9.0661 2020-08-01 09:06:02,441 - mmaction - INFO - Epoch [85][3740/3757] lr: 1.000e-04, eta: 1 day, 6:34:24, time: 1.884, data_time: 0.038, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8773, loss_cls: 1.2596, loss: 1.2596, grad_norm: 9.0433 2020-08-01 09:06:28,724 - mmaction - INFO - Saving checkpoint at 85 epochs 2020-08-01 09:07:26,035 - mmaction - INFO - Epoch [86][20/3757] lr: 1.000e-04, eta: 1 day, 6:33:08, time: 2.765, data_time: 0.698, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8852, loss_cls: 1.1821, loss: 1.1821, grad_norm: 9.0434 2020-08-01 09:08:08,440 - mmaction - INFO - Epoch [86][40/3757] lr: 1.000e-04, eta: 1 day, 6:32:30, time: 2.117, data_time: 0.008, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8945, loss_cls: 1.1588, loss: 1.1588, grad_norm: 8.8815 2020-08-01 09:08:46,982 - mmaction - INFO - Epoch [86][60/3757] lr: 1.000e-04, eta: 1 day, 6:31:51, time: 1.931, data_time: 0.010, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8859, loss_cls: 1.1718, loss: 1.1718, grad_norm: 8.9304 2020-08-01 09:09:25,158 - mmaction - INFO - Epoch [86][80/3757] lr: 1.000e-04, eta: 1 day, 6:31:12, time: 1.908, data_time: 0.004, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8656, loss_cls: 1.3037, loss: 1.3037, grad_norm: 9.1579 2020-08-01 09:10:05,001 - mmaction - INFO - Epoch [86][100/3757] lr: 1.000e-04, eta: 1 day, 6:30:33, time: 1.994, data_time: 0.009, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8828, loss_cls: 1.1799, loss: 1.1799, grad_norm: 9.1305 2020-08-01 09:10:41,641 - mmaction - INFO - Epoch [86][120/3757] lr: 1.000e-04, eta: 1 day, 6:29:53, time: 1.831, data_time: 0.635, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8883, loss_cls: 1.1627, loss: 1.1627, grad_norm: 9.0174 2020-08-01 09:11:21,154 - mmaction - INFO - Epoch [86][140/3757] lr: 1.000e-04, eta: 1 day, 6:29:14, time: 1.968, data_time: 0.572, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8906, loss_cls: 1.1465, loss: 1.1465, grad_norm: 8.9207 2020-08-01 09:12:01,286 - mmaction - INFO - Epoch [86][160/3757] lr: 1.000e-04, eta: 1 day, 6:28:35, time: 2.015, data_time: 0.190, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8680, loss_cls: 1.2097, loss: 1.2097, grad_norm: 9.0616 2020-08-01 09:12:42,494 - mmaction - INFO - Epoch [86][180/3757] lr: 1.000e-04, eta: 1 day, 6:27:57, time: 2.058, data_time: 0.003, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8766, loss_cls: 1.2138, loss: 1.2138, grad_norm: 9.2082 2020-08-01 09:13:21,875 - mmaction - INFO - Epoch [86][200/3757] lr: 1.000e-04, eta: 1 day, 6:27:18, time: 1.965, data_time: 0.010, memory: 5170, top1_acc: 0.7320, top5_acc: 0.8945, loss_cls: 1.0981, loss: 1.0981, grad_norm: 8.7352 2020-08-01 09:13:58,518 - mmaction - INFO - Epoch [86][220/3757] lr: 1.000e-04, eta: 1 day, 6:26:38, time: 1.837, data_time: 0.009, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8734, loss_cls: 1.2260, loss: 1.2260, grad_norm: 9.1032 2020-08-01 09:14:38,154 - mmaction - INFO - Epoch [86][240/3757] lr: 1.000e-04, eta: 1 day, 6:25:59, time: 1.982, data_time: 0.007, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8844, loss_cls: 1.1541, loss: 1.1541, grad_norm: 9.0081 2020-08-01 09:15:13,009 - mmaction - INFO - Epoch [86][260/3757] lr: 1.000e-04, eta: 1 day, 6:25:20, time: 1.739, data_time: 0.003, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8750, loss_cls: 1.2015, loss: 1.2015, grad_norm: 9.2661 2020-08-01 09:15:53,265 - mmaction - INFO - Epoch [86][280/3757] lr: 1.000e-04, eta: 1 day, 6:24:41, time: 2.017, data_time: 0.423, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8656, loss_cls: 1.2668, loss: 1.2668, grad_norm: 9.1961 2020-08-01 09:16:32,880 - mmaction - INFO - Epoch [86][300/3757] lr: 1.000e-04, eta: 1 day, 6:24:02, time: 1.973, data_time: 0.899, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8930, loss_cls: 1.1487, loss: 1.1487, grad_norm: 9.1457 2020-08-01 09:17:14,683 - mmaction - INFO - Epoch [86][320/3757] lr: 1.000e-04, eta: 1 day, 6:23:23, time: 2.099, data_time: 0.798, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8898, loss_cls: 1.1768, loss: 1.1768, grad_norm: 9.0447 2020-08-01 09:17:50,586 - mmaction - INFO - Epoch [86][340/3757] lr: 1.000e-04, eta: 1 day, 6:22:44, time: 1.795, data_time: 0.009, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8781, loss_cls: 1.2309, loss: 1.2309, grad_norm: 9.1720 2020-08-01 09:18:30,804 - mmaction - INFO - Epoch [86][360/3757] lr: 1.000e-04, eta: 1 day, 6:22:05, time: 2.010, data_time: 0.003, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8781, loss_cls: 1.2408, loss: 1.2408, grad_norm: 8.9441 2020-08-01 09:19:10,846 - mmaction - INFO - Epoch [86][380/3757] lr: 1.000e-04, eta: 1 day, 6:21:26, time: 1.998, data_time: 0.012, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8711, loss_cls: 1.2592, loss: 1.2592, grad_norm: 9.0609 2020-08-01 09:19:48,314 - mmaction - INFO - Epoch [86][400/3757] lr: 1.000e-04, eta: 1 day, 6:20:47, time: 1.872, data_time: 0.010, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8672, loss_cls: 1.2495, loss: 1.2495, grad_norm: 9.1128 2020-08-01 09:20:26,738 - mmaction - INFO - Epoch [86][420/3757] lr: 1.000e-04, eta: 1 day, 6:20:07, time: 1.917, data_time: 0.014, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8906, loss_cls: 1.1644, loss: 1.1644, grad_norm: 9.0117 2020-08-01 09:21:04,438 - mmaction - INFO - Epoch [86][440/3757] lr: 1.000e-04, eta: 1 day, 6:19:28, time: 1.895, data_time: 0.012, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8750, loss_cls: 1.2764, loss: 1.2764, grad_norm: 9.5660 2020-08-01 09:21:46,762 - mmaction - INFO - Epoch [86][460/3757] lr: 1.000e-04, eta: 1 day, 6:18:50, time: 2.111, data_time: 0.007, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8797, loss_cls: 1.1688, loss: 1.1688, grad_norm: 8.7014 2020-08-01 09:22:23,624 - mmaction - INFO - Epoch [86][480/3757] lr: 1.000e-04, eta: 1 day, 6:18:10, time: 1.845, data_time: 0.009, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8898, loss_cls: 1.2256, loss: 1.2256, grad_norm: 9.4151 2020-08-01 09:23:01,432 - mmaction - INFO - Epoch [86][500/3757] lr: 1.000e-04, eta: 1 day, 6:17:31, time: 1.895, data_time: 0.008, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8766, loss_cls: 1.2001, loss: 1.2001, grad_norm: 8.9275 2020-08-01 09:23:41,632 - mmaction - INFO - Epoch [86][520/3757] lr: 1.000e-04, eta: 1 day, 6:16:52, time: 2.007, data_time: 0.007, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8805, loss_cls: 1.2156, loss: 1.2156, grad_norm: 9.0497 2020-08-01 09:24:20,837 - mmaction - INFO - Epoch [86][540/3757] lr: 1.000e-04, eta: 1 day, 6:16:13, time: 1.956, data_time: 0.005, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8664, loss_cls: 1.2623, loss: 1.2623, grad_norm: 9.0941 2020-08-01 09:24:57,864 - mmaction - INFO - Epoch [86][560/3757] lr: 1.000e-04, eta: 1 day, 6:15:34, time: 1.858, data_time: 0.010, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8836, loss_cls: 1.2000, loss: 1.2000, grad_norm: 9.0661 2020-08-01 09:25:35,972 - mmaction - INFO - Epoch [86][580/3757] lr: 1.000e-04, eta: 1 day, 6:14:54, time: 1.899, data_time: 0.315, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8977, loss_cls: 1.1591, loss: 1.1591, grad_norm: 8.7979 2020-08-01 09:26:12,726 - mmaction - INFO - Epoch [86][600/3757] lr: 1.000e-04, eta: 1 day, 6:14:15, time: 1.844, data_time: 0.625, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8812, loss_cls: 1.2066, loss: 1.2066, grad_norm: 8.8040 2020-08-01 09:26:50,798 - mmaction - INFO - Epoch [86][620/3757] lr: 1.000e-04, eta: 1 day, 6:13:36, time: 1.902, data_time: 0.090, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8719, loss_cls: 1.2541, loss: 1.2541, grad_norm: 9.0253 2020-08-01 09:27:30,420 - mmaction - INFO - Epoch [86][640/3757] lr: 1.000e-04, eta: 1 day, 6:12:57, time: 1.981, data_time: 0.400, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8773, loss_cls: 1.1766, loss: 1.1766, grad_norm: 8.9330 2020-08-01 09:28:08,510 - mmaction - INFO - Epoch [86][660/3757] lr: 1.000e-04, eta: 1 day, 6:12:18, time: 1.901, data_time: 0.108, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8875, loss_cls: 1.1774, loss: 1.1774, grad_norm: 8.9082 2020-08-01 09:28:49,923 - mmaction - INFO - Epoch [86][680/3757] lr: 1.000e-04, eta: 1 day, 6:11:39, time: 2.073, data_time: 0.020, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8820, loss_cls: 1.1736, loss: 1.1736, grad_norm: 8.9693 2020-08-01 09:29:28,328 - mmaction - INFO - Epoch [86][700/3757] lr: 1.000e-04, eta: 1 day, 6:11:00, time: 1.921, data_time: 0.009, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8750, loss_cls: 1.2296, loss: 1.2296, grad_norm: 9.1913 2020-08-01 09:30:08,734 - mmaction - INFO - Epoch [86][720/3757] lr: 1.000e-04, eta: 1 day, 6:10:21, time: 2.021, data_time: 0.009, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8891, loss_cls: 1.1428, loss: 1.1428, grad_norm: 9.0314 2020-08-01 09:30:48,894 - mmaction - INFO - Epoch [86][740/3757] lr: 1.000e-04, eta: 1 day, 6:09:42, time: 2.006, data_time: 0.003, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8734, loss_cls: 1.2766, loss: 1.2766, grad_norm: 9.2924 2020-08-01 09:31:23,927 - mmaction - INFO - Epoch [86][760/3757] lr: 1.000e-04, eta: 1 day, 6:09:02, time: 1.753, data_time: 0.010, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8797, loss_cls: 1.1967, loss: 1.1967, grad_norm: 8.9395 2020-08-01 09:32:03,813 - mmaction - INFO - Epoch [86][780/3757] lr: 1.000e-04, eta: 1 day, 6:08:24, time: 1.996, data_time: 0.460, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8734, loss_cls: 1.2235, loss: 1.2235, grad_norm: 8.9234 2020-08-01 09:32:46,903 - mmaction - INFO - Epoch [86][800/3757] lr: 1.000e-04, eta: 1 day, 6:07:45, time: 2.150, data_time: 0.249, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8742, loss_cls: 1.2185, loss: 1.2185, grad_norm: 9.0950 2020-08-01 09:33:22,048 - mmaction - INFO - Epoch [86][820/3757] lr: 1.000e-04, eta: 1 day, 6:07:05, time: 1.759, data_time: 0.016, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8961, loss_cls: 1.1121, loss: 1.1121, grad_norm: 8.8346 2020-08-01 09:33:58,611 - mmaction - INFO - Epoch [86][840/3757] lr: 1.000e-04, eta: 1 day, 6:06:26, time: 1.831, data_time: 0.048, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8852, loss_cls: 1.1474, loss: 1.1474, grad_norm: 8.9789 2020-08-01 09:34:40,026 - mmaction - INFO - Epoch [86][860/3757] lr: 1.000e-04, eta: 1 day, 6:05:47, time: 2.066, data_time: 0.008, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8641, loss_cls: 1.2290, loss: 1.2290, grad_norm: 9.1116 2020-08-01 09:35:19,669 - mmaction - INFO - Epoch [86][880/3757] lr: 1.000e-04, eta: 1 day, 6:05:08, time: 1.979, data_time: 0.007, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8625, loss_cls: 1.2817, loss: 1.2817, grad_norm: 9.4322 2020-08-01 09:36:01,367 - mmaction - INFO - Epoch [86][900/3757] lr: 1.000e-04, eta: 1 day, 6:04:30, time: 2.092, data_time: 0.010, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8641, loss_cls: 1.3096, loss: 1.3096, grad_norm: 9.6464 2020-08-01 09:36:42,249 - mmaction - INFO - Epoch [86][920/3757] lr: 1.000e-04, eta: 1 day, 6:03:51, time: 2.039, data_time: 0.005, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8820, loss_cls: 1.2296, loss: 1.2296, grad_norm: 9.1250 2020-08-01 09:37:17,626 - mmaction - INFO - Epoch [86][940/3757] lr: 1.000e-04, eta: 1 day, 6:03:11, time: 1.772, data_time: 0.010, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8664, loss_cls: 1.2304, loss: 1.2304, grad_norm: 8.7360 2020-08-01 09:37:58,771 - mmaction - INFO - Epoch [86][960/3757] lr: 1.000e-04, eta: 1 day, 6:02:33, time: 2.053, data_time: 0.010, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8727, loss_cls: 1.2521, loss: 1.2521, grad_norm: 9.2463 2020-08-01 09:38:36,840 - mmaction - INFO - Epoch [86][980/3757] lr: 1.000e-04, eta: 1 day, 6:01:53, time: 1.910, data_time: 0.009, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8758, loss_cls: 1.2096, loss: 1.2096, grad_norm: 8.9485 2020-08-01 09:39:12,651 - mmaction - INFO - Epoch [86][1000/3757] lr: 1.000e-04, eta: 1 day, 6:01:14, time: 1.790, data_time: 0.006, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8906, loss_cls: 1.2001, loss: 1.2001, grad_norm: 9.1241 2020-08-01 09:39:51,791 - mmaction - INFO - Epoch [86][1020/3757] lr: 1.000e-04, eta: 1 day, 6:00:35, time: 1.956, data_time: 0.006, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8891, loss_cls: 1.1702, loss: 1.1702, grad_norm: 8.9633 2020-08-01 09:40:32,326 - mmaction - INFO - Epoch [86][1040/3757] lr: 1.000e-04, eta: 1 day, 5:59:56, time: 2.024, data_time: 0.050, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8727, loss_cls: 1.2309, loss: 1.2309, grad_norm: 9.0797 2020-08-01 09:41:11,055 - mmaction - INFO - Epoch [86][1060/3757] lr: 1.000e-04, eta: 1 day, 5:59:17, time: 1.940, data_time: 0.048, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8719, loss_cls: 1.1875, loss: 1.1875, grad_norm: 8.9137 2020-08-01 09:41:52,676 - mmaction - INFO - Epoch [86][1080/3757] lr: 1.000e-04, eta: 1 day, 5:58:38, time: 2.081, data_time: 0.009, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8695, loss_cls: 1.2821, loss: 1.2821, grad_norm: 9.5180 2020-08-01 09:42:31,057 - mmaction - INFO - Epoch [86][1100/3757] lr: 1.000e-04, eta: 1 day, 5:57:59, time: 1.918, data_time: 0.008, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8867, loss_cls: 1.2235, loss: 1.2235, grad_norm: 9.0944 2020-08-01 09:43:07,726 - mmaction - INFO - Epoch [86][1120/3757] lr: 1.000e-04, eta: 1 day, 5:57:20, time: 1.829, data_time: 0.290, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8852, loss_cls: 1.1822, loss: 1.1822, grad_norm: 9.0334 2020-08-01 09:43:46,702 - mmaction - INFO - Epoch [86][1140/3757] lr: 1.000e-04, eta: 1 day, 5:56:41, time: 1.953, data_time: 0.735, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8797, loss_cls: 1.1694, loss: 1.1694, grad_norm: 9.2087 2020-08-01 09:44:24,013 - mmaction - INFO - Epoch [86][1160/3757] lr: 1.000e-04, eta: 1 day, 5:56:01, time: 1.868, data_time: 0.337, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8820, loss_cls: 1.1706, loss: 1.1706, grad_norm: 9.0703 2020-08-01 09:45:02,338 - mmaction - INFO - Epoch [86][1180/3757] lr: 1.000e-04, eta: 1 day, 5:55:22, time: 1.908, data_time: 0.002, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8906, loss_cls: 1.1654, loss: 1.1654, grad_norm: 9.0857 2020-08-01 09:45:40,730 - mmaction - INFO - Epoch [86][1200/3757] lr: 1.000e-04, eta: 1 day, 5:54:43, time: 1.926, data_time: 0.012, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8797, loss_cls: 1.1972, loss: 1.1972, grad_norm: 8.9029 2020-08-01 09:46:21,933 - mmaction - INFO - Epoch [86][1220/3757] lr: 1.000e-04, eta: 1 day, 5:54:04, time: 2.053, data_time: 0.023, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8836, loss_cls: 1.1995, loss: 1.1995, grad_norm: 9.0575 2020-08-01 09:47:03,022 - mmaction - INFO - Epoch [86][1240/3757] lr: 1.000e-04, eta: 1 day, 5:53:26, time: 2.062, data_time: 0.012, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8844, loss_cls: 1.1930, loss: 1.1930, grad_norm: 9.3445 2020-08-01 09:47:40,766 - mmaction - INFO - Epoch [86][1260/3757] lr: 1.000e-04, eta: 1 day, 5:52:46, time: 1.887, data_time: 0.008, memory: 5170, top1_acc: 0.7500, top5_acc: 0.9070, loss_cls: 1.0374, loss: 1.0374, grad_norm: 8.8009 2020-08-01 09:48:21,348 - mmaction - INFO - Epoch [86][1280/3757] lr: 1.000e-04, eta: 1 day, 5:52:08, time: 2.022, data_time: 0.010, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8883, loss_cls: 1.1671, loss: 1.1671, grad_norm: 9.0166 2020-08-01 09:48:58,037 - mmaction - INFO - Epoch [86][1300/3757] lr: 1.000e-04, eta: 1 day, 5:51:28, time: 1.844, data_time: 0.012, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8797, loss_cls: 1.2327, loss: 1.2327, grad_norm: 9.1981 2020-08-01 09:49:37,102 - mmaction - INFO - Epoch [86][1320/3757] lr: 1.000e-04, eta: 1 day, 5:50:49, time: 1.949, data_time: 0.009, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8750, loss_cls: 1.2498, loss: 1.2498, grad_norm: 9.5666 2020-08-01 09:50:18,082 - mmaction - INFO - Epoch [86][1340/3757] lr: 1.000e-04, eta: 1 day, 5:50:10, time: 2.046, data_time: 0.010, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8719, loss_cls: 1.1608, loss: 1.1608, grad_norm: 8.8479 2020-08-01 09:51:00,418 - mmaction - INFO - Epoch [86][1360/3757] lr: 1.000e-04, eta: 1 day, 5:49:32, time: 2.124, data_time: 0.048, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8859, loss_cls: 1.1944, loss: 1.1944, grad_norm: 8.9303 2020-08-01 09:51:39,735 - mmaction - INFO - Epoch [86][1380/3757] lr: 1.000e-04, eta: 1 day, 5:48:53, time: 1.965, data_time: 0.007, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8727, loss_cls: 1.2760, loss: 1.2760, grad_norm: 9.1820 2020-08-01 09:52:15,496 - mmaction - INFO - Epoch [86][1400/3757] lr: 1.000e-04, eta: 1 day, 5:48:13, time: 1.789, data_time: 0.009, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8945, loss_cls: 1.1663, loss: 1.1663, grad_norm: 9.2477 2020-08-01 09:52:56,369 - mmaction - INFO - Epoch [86][1420/3757] lr: 1.000e-04, eta: 1 day, 5:47:35, time: 2.044, data_time: 0.184, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8773, loss_cls: 1.1999, loss: 1.1999, grad_norm: 9.3920 2020-08-01 09:53:31,941 - mmaction - INFO - Epoch [86][1440/3757] lr: 1.000e-04, eta: 1 day, 5:46:55, time: 1.771, data_time: 0.306, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8711, loss_cls: 1.2006, loss: 1.2006, grad_norm: 8.9720 2020-08-01 09:54:14,319 - mmaction - INFO - Epoch [86][1460/3757] lr: 1.000e-04, eta: 1 day, 5:46:16, time: 2.124, data_time: 1.526, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8750, loss_cls: 1.2191, loss: 1.2191, grad_norm: 9.1863 2020-08-01 09:54:50,832 - mmaction - INFO - Epoch [86][1480/3757] lr: 1.000e-04, eta: 1 day, 5:45:37, time: 1.827, data_time: 1.251, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8828, loss_cls: 1.1801, loss: 1.1801, grad_norm: 8.9638 2020-08-01 09:55:30,430 - mmaction - INFO - Epoch [86][1500/3757] lr: 1.000e-04, eta: 1 day, 5:44:58, time: 1.976, data_time: 1.338, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8828, loss_cls: 1.1478, loss: 1.1478, grad_norm: 8.9793 2020-08-01 09:56:07,639 - mmaction - INFO - Epoch [86][1520/3757] lr: 1.000e-04, eta: 1 day, 5:44:19, time: 1.862, data_time: 1.299, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8797, loss_cls: 1.2320, loss: 1.2320, grad_norm: 8.9267 2020-08-01 09:56:49,662 - mmaction - INFO - Epoch [86][1540/3757] lr: 1.000e-04, eta: 1 day, 5:43:40, time: 2.098, data_time: 1.483, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8773, loss_cls: 1.2037, loss: 1.2037, grad_norm: 9.0296 2020-08-01 09:57:26,726 - mmaction - INFO - Epoch [86][1560/3757] lr: 1.000e-04, eta: 1 day, 5:43:01, time: 1.859, data_time: 1.180, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8742, loss_cls: 1.2041, loss: 1.2041, grad_norm: 9.0482 2020-08-01 09:58:06,188 - mmaction - INFO - Epoch [86][1580/3757] lr: 1.000e-04, eta: 1 day, 5:42:22, time: 1.972, data_time: 0.999, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8680, loss_cls: 1.2720, loss: 1.2720, grad_norm: 9.3693 2020-08-01 09:58:45,436 - mmaction - INFO - Epoch [86][1600/3757] lr: 1.000e-04, eta: 1 day, 5:41:43, time: 1.963, data_time: 1.347, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8875, loss_cls: 1.1741, loss: 1.1741, grad_norm: 9.0094 2020-08-01 09:59:21,628 - mmaction - INFO - Epoch [86][1620/3757] lr: 1.000e-04, eta: 1 day, 5:41:03, time: 1.803, data_time: 1.245, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8828, loss_cls: 1.1991, loss: 1.1991, grad_norm: 9.1149 2020-08-01 09:59:59,189 - mmaction - INFO - Epoch [86][1640/3757] lr: 1.000e-04, eta: 1 day, 5:40:24, time: 1.886, data_time: 0.989, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8844, loss_cls: 1.2105, loss: 1.2105, grad_norm: 9.3933 2020-08-01 10:00:40,016 - mmaction - INFO - Epoch [86][1660/3757] lr: 1.000e-04, eta: 1 day, 5:39:45, time: 2.023, data_time: 0.787, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8633, loss_cls: 1.2561, loss: 1.2561, grad_norm: 9.1780 2020-08-01 10:01:20,140 - mmaction - INFO - Epoch [86][1680/3757] lr: 1.000e-04, eta: 1 day, 5:39:06, time: 2.023, data_time: 0.119, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8781, loss_cls: 1.2201, loss: 1.2201, grad_norm: 9.0718 2020-08-01 10:01:58,552 - mmaction - INFO - Epoch [86][1700/3757] lr: 1.000e-04, eta: 1 day, 5:38:27, time: 1.915, data_time: 0.009, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8734, loss_cls: 1.2481, loss: 1.2481, grad_norm: 9.1744 2020-08-01 10:02:39,327 - mmaction - INFO - Epoch [86][1720/3757] lr: 1.000e-04, eta: 1 day, 5:37:48, time: 2.043, data_time: 0.010, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8758, loss_cls: 1.2243, loss: 1.2243, grad_norm: 8.8995 2020-08-01 10:03:19,057 - mmaction - INFO - Epoch [86][1740/3757] lr: 1.000e-04, eta: 1 day, 5:37:09, time: 1.983, data_time: 0.010, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8844, loss_cls: 1.2094, loss: 1.2094, grad_norm: 8.9379 2020-08-01 10:03:58,554 - mmaction - INFO - Epoch [86][1760/3757] lr: 1.000e-04, eta: 1 day, 5:36:30, time: 1.981, data_time: 0.012, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8617, loss_cls: 1.3118, loss: 1.3118, grad_norm: 9.6263 2020-08-01 10:04:37,510 - mmaction - INFO - Epoch [86][1780/3757] lr: 1.000e-04, eta: 1 day, 5:35:51, time: 1.948, data_time: 0.007, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8906, loss_cls: 1.1538, loss: 1.1538, grad_norm: 9.2995 2020-08-01 10:05:17,700 - mmaction - INFO - Epoch [86][1800/3757] lr: 1.000e-04, eta: 1 day, 5:35:12, time: 1.998, data_time: 0.007, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8695, loss_cls: 1.2809, loss: 1.2809, grad_norm: 9.3135 2020-08-01 10:05:54,941 - mmaction - INFO - Epoch [86][1820/3757] lr: 1.000e-04, eta: 1 day, 5:34:33, time: 1.873, data_time: 0.014, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8867, loss_cls: 1.1431, loss: 1.1431, grad_norm: 8.6904 2020-08-01 10:06:36,723 - mmaction - INFO - Epoch [86][1840/3757] lr: 1.000e-04, eta: 1 day, 5:33:55, time: 2.084, data_time: 0.008, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8859, loss_cls: 1.2323, loss: 1.2323, grad_norm: 9.2683 2020-08-01 10:07:16,677 - mmaction - INFO - Epoch [86][1860/3757] lr: 1.000e-04, eta: 1 day, 5:33:16, time: 2.002, data_time: 0.009, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8773, loss_cls: 1.2166, loss: 1.2166, grad_norm: 8.9442 2020-08-01 10:07:53,450 - mmaction - INFO - Epoch [86][1880/3757] lr: 1.000e-04, eta: 1 day, 5:32:36, time: 1.837, data_time: 0.008, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8758, loss_cls: 1.2197, loss: 1.2197, grad_norm: 9.2556 2020-08-01 10:08:33,531 - mmaction - INFO - Epoch [86][1900/3757] lr: 1.000e-04, eta: 1 day, 5:31:57, time: 2.006, data_time: 0.005, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8953, loss_cls: 1.1330, loss: 1.1330, grad_norm: 8.9929 2020-08-01 10:09:12,983 - mmaction - INFO - Epoch [86][1920/3757] lr: 1.000e-04, eta: 1 day, 5:31:18, time: 1.969, data_time: 0.046, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8773, loss_cls: 1.2727, loss: 1.2727, grad_norm: 9.5720 2020-08-01 10:09:51,702 - mmaction - INFO - Epoch [86][1940/3757] lr: 1.000e-04, eta: 1 day, 5:30:39, time: 1.939, data_time: 0.460, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8711, loss_cls: 1.1856, loss: 1.1856, grad_norm: 8.6843 2020-08-01 10:10:31,364 - mmaction - INFO - Epoch [86][1960/3757] lr: 1.000e-04, eta: 1 day, 5:30:00, time: 1.979, data_time: 0.503, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8844, loss_cls: 1.2324, loss: 1.2324, grad_norm: 9.1229 2020-08-01 10:11:08,522 - mmaction - INFO - Epoch [86][1980/3757] lr: 1.000e-04, eta: 1 day, 5:29:21, time: 1.862, data_time: 0.355, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8938, loss_cls: 1.1926, loss: 1.1926, grad_norm: 9.0841 2020-08-01 10:11:48,996 - mmaction - INFO - Epoch [86][2000/3757] lr: 1.000e-04, eta: 1 day, 5:28:42, time: 2.020, data_time: 0.070, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8641, loss_cls: 1.2337, loss: 1.2337, grad_norm: 8.9017 2020-08-01 10:12:29,983 - mmaction - INFO - Epoch [86][2020/3757] lr: 1.000e-04, eta: 1 day, 5:28:03, time: 2.054, data_time: 0.009, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8836, loss_cls: 1.1691, loss: 1.1691, grad_norm: 8.8877 2020-08-01 10:13:08,473 - mmaction - INFO - Epoch [86][2040/3757] lr: 1.000e-04, eta: 1 day, 5:27:24, time: 1.924, data_time: 0.003, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8844, loss_cls: 1.1597, loss: 1.1597, grad_norm: 9.0806 2020-08-01 10:13:48,855 - mmaction - INFO - Epoch [86][2060/3757] lr: 1.000e-04, eta: 1 day, 5:26:45, time: 2.012, data_time: 0.009, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8633, loss_cls: 1.2727, loss: 1.2727, grad_norm: 9.1634 2020-08-01 10:14:28,601 - mmaction - INFO - Epoch [86][2080/3757] lr: 1.000e-04, eta: 1 day, 5:26:07, time: 1.988, data_time: 0.010, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8812, loss_cls: 1.1933, loss: 1.1933, grad_norm: 9.2013 2020-08-01 10:15:03,242 - mmaction - INFO - Epoch [86][2100/3757] lr: 1.000e-04, eta: 1 day, 5:25:27, time: 1.735, data_time: 0.009, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8844, loss_cls: 1.1387, loss: 1.1387, grad_norm: 8.8321 2020-08-01 10:15:42,512 - mmaction - INFO - Epoch [86][2120/3757] lr: 1.000e-04, eta: 1 day, 5:24:48, time: 1.966, data_time: 0.026, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8836, loss_cls: 1.1508, loss: 1.1508, grad_norm: 8.9375 2020-08-01 10:16:20,672 - mmaction - INFO - Epoch [86][2140/3757] lr: 1.000e-04, eta: 1 day, 5:24:09, time: 1.906, data_time: 0.019, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8906, loss_cls: 1.1251, loss: 1.1251, grad_norm: 9.0107 2020-08-01 10:17:02,690 - mmaction - INFO - Epoch [86][2160/3757] lr: 1.000e-04, eta: 1 day, 5:23:30, time: 2.103, data_time: 0.006, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8797, loss_cls: 1.1858, loss: 1.1858, grad_norm: 9.0032 2020-08-01 10:17:37,889 - mmaction - INFO - Epoch [86][2180/3757] lr: 1.000e-04, eta: 1 day, 5:22:50, time: 1.749, data_time: 0.009, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8789, loss_cls: 1.1976, loss: 1.1976, grad_norm: 8.6376 2020-08-01 10:18:17,136 - mmaction - INFO - Epoch [86][2200/3757] lr: 1.000e-04, eta: 1 day, 5:22:11, time: 1.973, data_time: 0.013, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8891, loss_cls: 1.1676, loss: 1.1676, grad_norm: 8.9036 2020-08-01 10:18:58,821 - mmaction - INFO - Epoch [86][2220/3757] lr: 1.000e-04, eta: 1 day, 5:21:33, time: 2.084, data_time: 0.003, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8758, loss_cls: 1.1863, loss: 1.1863, grad_norm: 9.0708 2020-08-01 10:19:34,895 - mmaction - INFO - Epoch [86][2240/3757] lr: 1.000e-04, eta: 1 day, 5:20:53, time: 1.795, data_time: 0.009, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8617, loss_cls: 1.2987, loss: 1.2987, grad_norm: 9.1390 2020-08-01 10:20:16,220 - mmaction - INFO - Epoch [86][2260/3757] lr: 1.000e-04, eta: 1 day, 5:20:14, time: 2.073, data_time: 0.012, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8703, loss_cls: 1.2933, loss: 1.2933, grad_norm: 9.2665 2020-08-01 10:20:54,773 - mmaction - INFO - Epoch [86][2280/3757] lr: 1.000e-04, eta: 1 day, 5:19:35, time: 1.931, data_time: 0.025, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8617, loss_cls: 1.2722, loss: 1.2722, grad_norm: 8.9848 2020-08-01 10:21:33,768 - mmaction - INFO - Epoch [86][2300/3757] lr: 1.000e-04, eta: 1 day, 5:18:56, time: 1.942, data_time: 0.008, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8688, loss_cls: 1.2573, loss: 1.2573, grad_norm: 9.1289 2020-08-01 10:22:12,629 - mmaction - INFO - Epoch [86][2320/3757] lr: 1.000e-04, eta: 1 day, 5:18:17, time: 1.951, data_time: 0.011, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8695, loss_cls: 1.2370, loss: 1.2370, grad_norm: 9.1410 2020-08-01 10:22:49,932 - mmaction - INFO - Epoch [86][2340/3757] lr: 1.000e-04, eta: 1 day, 5:17:38, time: 1.863, data_time: 0.007, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8750, loss_cls: 1.2171, loss: 1.2171, grad_norm: 9.1172 2020-08-01 10:23:30,466 - mmaction - INFO - Epoch [86][2360/3757] lr: 1.000e-04, eta: 1 day, 5:16:59, time: 2.027, data_time: 0.011, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8711, loss_cls: 1.2503, loss: 1.2503, grad_norm: 8.9346 2020-08-01 10:24:11,130 - mmaction - INFO - Epoch [86][2380/3757] lr: 1.000e-04, eta: 1 day, 5:16:20, time: 2.036, data_time: 0.007, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8758, loss_cls: 1.1983, loss: 1.1983, grad_norm: 9.0501 2020-08-01 10:24:48,557 - mmaction - INFO - Epoch [86][2400/3757] lr: 1.000e-04, eta: 1 day, 5:15:41, time: 1.870, data_time: 0.003, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8758, loss_cls: 1.2304, loss: 1.2304, grad_norm: 9.4578 2020-08-01 10:25:27,456 - mmaction - INFO - Epoch [86][2420/3757] lr: 1.000e-04, eta: 1 day, 5:15:02, time: 1.941, data_time: 0.009, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8938, loss_cls: 1.1799, loss: 1.1799, grad_norm: 9.2742 2020-08-01 10:26:05,486 - mmaction - INFO - Epoch [86][2440/3757] lr: 1.000e-04, eta: 1 day, 5:14:23, time: 1.907, data_time: 0.018, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8688, loss_cls: 1.2775, loss: 1.2775, grad_norm: 9.0682 2020-08-01 10:26:48,806 - mmaction - INFO - Epoch [86][2460/3757] lr: 1.000e-04, eta: 1 day, 5:13:44, time: 2.166, data_time: 0.035, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8742, loss_cls: 1.3225, loss: 1.3225, grad_norm: 9.5646 2020-08-01 10:27:24,132 - mmaction - INFO - Epoch [86][2480/3757] lr: 1.000e-04, eta: 1 day, 5:13:05, time: 1.766, data_time: 0.004, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8789, loss_cls: 1.1623, loss: 1.1623, grad_norm: 8.7491 2020-08-01 10:28:06,091 - mmaction - INFO - Epoch [86][2500/3757] lr: 1.000e-04, eta: 1 day, 5:12:26, time: 2.099, data_time: 0.010, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8797, loss_cls: 1.2209, loss: 1.2209, grad_norm: 9.1060 2020-08-01 10:28:41,376 - mmaction - INFO - Epoch [86][2520/3757] lr: 1.000e-04, eta: 1 day, 5:11:46, time: 1.765, data_time: 0.002, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8688, loss_cls: 1.3079, loss: 1.3079, grad_norm: 9.3740 2020-08-01 10:29:23,378 - mmaction - INFO - Epoch [86][2540/3757] lr: 1.000e-04, eta: 1 day, 5:11:08, time: 2.099, data_time: 0.007, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8797, loss_cls: 1.2319, loss: 1.2319, grad_norm: 9.2951 2020-08-01 10:29:59,092 - mmaction - INFO - Epoch [86][2560/3757] lr: 1.000e-04, eta: 1 day, 5:10:28, time: 1.787, data_time: 0.014, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8914, loss_cls: 1.1647, loss: 1.1647, grad_norm: 8.9794 2020-08-01 10:30:41,952 - mmaction - INFO - Epoch [86][2580/3757] lr: 1.000e-04, eta: 1 day, 5:09:50, time: 2.134, data_time: 0.062, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8648, loss_cls: 1.2686, loss: 1.2686, grad_norm: 9.0803 2020-08-01 10:31:19,040 - mmaction - INFO - Epoch [86][2600/3757] lr: 1.000e-04, eta: 1 day, 5:09:10, time: 1.862, data_time: 0.011, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8906, loss_cls: 1.1125, loss: 1.1125, grad_norm: 8.7810 2020-08-01 10:31:55,617 - mmaction - INFO - Epoch [86][2620/3757] lr: 1.000e-04, eta: 1 day, 5:08:31, time: 1.824, data_time: 0.016, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8758, loss_cls: 1.2054, loss: 1.2054, grad_norm: 9.3380 2020-08-01 10:32:35,667 - mmaction - INFO - Epoch [86][2640/3757] lr: 1.000e-04, eta: 1 day, 5:07:52, time: 2.005, data_time: 0.009, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8711, loss_cls: 1.1988, loss: 1.1988, grad_norm: 9.0568 2020-08-01 10:33:15,591 - mmaction - INFO - Epoch [86][2660/3757] lr: 1.000e-04, eta: 1 day, 5:07:13, time: 1.999, data_time: 0.052, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8883, loss_cls: 1.1886, loss: 1.1886, grad_norm: 9.3131 2020-08-01 10:33:52,087 - mmaction - INFO - Epoch [86][2680/3757] lr: 1.000e-04, eta: 1 day, 5:06:34, time: 1.824, data_time: 0.004, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8672, loss_cls: 1.3036, loss: 1.3036, grad_norm: 9.5296 2020-08-01 10:34:31,701 - mmaction - INFO - Epoch [86][2700/3757] lr: 1.000e-04, eta: 1 day, 5:05:55, time: 1.980, data_time: 0.008, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8805, loss_cls: 1.2074, loss: 1.2074, grad_norm: 8.9946 2020-08-01 10:35:11,352 - mmaction - INFO - Epoch [86][2720/3757] lr: 1.000e-04, eta: 1 day, 5:05:16, time: 1.982, data_time: 0.004, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8906, loss_cls: 1.1453, loss: 1.1453, grad_norm: 8.9381 2020-08-01 10:35:55,999 - mmaction - INFO - Epoch [86][2740/3757] lr: 1.000e-04, eta: 1 day, 5:04:38, time: 2.233, data_time: 0.197, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8914, loss_cls: 1.1446, loss: 1.1446, grad_norm: 9.1784 2020-08-01 10:36:31,659 - mmaction - INFO - Epoch [86][2760/3757] lr: 1.000e-04, eta: 1 day, 5:03:58, time: 1.777, data_time: 0.007, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8727, loss_cls: 1.2152, loss: 1.2152, grad_norm: 9.2147 2020-08-01 10:37:09,854 - mmaction - INFO - Epoch [86][2780/3757] lr: 1.000e-04, eta: 1 day, 5:03:19, time: 1.916, data_time: 0.011, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8727, loss_cls: 1.2500, loss: 1.2500, grad_norm: 9.1525 2020-08-01 10:37:47,010 - mmaction - INFO - Epoch [86][2800/3757] lr: 1.000e-04, eta: 1 day, 5:02:40, time: 1.852, data_time: 0.010, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8867, loss_cls: 1.1374, loss: 1.1374, grad_norm: 8.6722 2020-08-01 10:38:26,716 - mmaction - INFO - Epoch [86][2820/3757] lr: 1.000e-04, eta: 1 day, 5:02:01, time: 1.989, data_time: 0.010, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8758, loss_cls: 1.1817, loss: 1.1817, grad_norm: 8.8289 2020-08-01 10:39:05,611 - mmaction - INFO - Epoch [86][2840/3757] lr: 1.000e-04, eta: 1 day, 5:01:22, time: 1.948, data_time: 0.076, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8664, loss_cls: 1.2775, loss: 1.2775, grad_norm: 9.0507 2020-08-01 10:39:44,426 - mmaction - INFO - Epoch [86][2860/3757] lr: 1.000e-04, eta: 1 day, 5:00:42, time: 1.940, data_time: 0.133, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8719, loss_cls: 1.2208, loss: 1.2208, grad_norm: 9.0159 2020-08-01 10:40:24,867 - mmaction - INFO - Epoch [86][2880/3757] lr: 1.000e-04, eta: 1 day, 5:00:04, time: 2.018, data_time: 0.088, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8727, loss_cls: 1.2368, loss: 1.2368, grad_norm: 9.1287 2020-08-01 10:41:05,866 - mmaction - INFO - Epoch [86][2900/3757] lr: 1.000e-04, eta: 1 day, 4:59:25, time: 2.052, data_time: 0.009, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8719, loss_cls: 1.2165, loss: 1.2165, grad_norm: 8.7349 2020-08-01 10:41:40,494 - mmaction - INFO - Epoch [86][2920/3757] lr: 1.000e-04, eta: 1 day, 4:58:45, time: 1.733, data_time: 0.018, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8828, loss_cls: 1.1952, loss: 1.1952, grad_norm: 8.7872 2020-08-01 10:42:19,306 - mmaction - INFO - Epoch [86][2940/3757] lr: 1.000e-04, eta: 1 day, 4:58:06, time: 1.933, data_time: 0.097, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8922, loss_cls: 1.1335, loss: 1.1335, grad_norm: 8.6999 2020-08-01 10:42:56,958 - mmaction - INFO - Epoch [86][2960/3757] lr: 1.000e-04, eta: 1 day, 4:57:27, time: 1.890, data_time: 0.010, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8805, loss_cls: 1.2162, loss: 1.2162, grad_norm: 9.2067 2020-08-01 10:43:38,209 - mmaction - INFO - Epoch [86][2980/3757] lr: 1.000e-04, eta: 1 day, 4:56:48, time: 2.061, data_time: 0.008, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8891, loss_cls: 1.1550, loss: 1.1550, grad_norm: 8.9216 2020-08-01 10:44:16,001 - mmaction - INFO - Epoch [86][3000/3757] lr: 1.000e-04, eta: 1 day, 4:56:09, time: 1.888, data_time: 0.004, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8719, loss_cls: 1.2956, loss: 1.2956, grad_norm: 9.4841 2020-08-01 10:44:51,052 - mmaction - INFO - Epoch [86][3020/3757] lr: 1.000e-04, eta: 1 day, 4:55:29, time: 1.756, data_time: 0.008, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8820, loss_cls: 1.1819, loss: 1.1819, grad_norm: 8.9226 2020-08-01 10:45:32,550 - mmaction - INFO - Epoch [86][3040/3757] lr: 1.000e-04, eta: 1 day, 4:54:50, time: 2.067, data_time: 0.047, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8898, loss_cls: 1.1847, loss: 1.1847, grad_norm: 9.0095 2020-08-01 10:46:13,663 - mmaction - INFO - Epoch [86][3060/3757] lr: 1.000e-04, eta: 1 day, 4:54:12, time: 2.064, data_time: 0.049, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8609, loss_cls: 1.2707, loss: 1.2707, grad_norm: 9.2161 2020-08-01 10:46:51,991 - mmaction - INFO - Epoch [86][3080/3757] lr: 1.000e-04, eta: 1 day, 4:53:33, time: 1.916, data_time: 0.235, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8664, loss_cls: 1.2574, loss: 1.2574, grad_norm: 9.3155 2020-08-01 10:47:33,275 - mmaction - INFO - Epoch [86][3100/3757] lr: 1.000e-04, eta: 1 day, 4:52:54, time: 2.058, data_time: 0.301, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8992, loss_cls: 1.1566, loss: 1.1566, grad_norm: 8.9019 2020-08-01 10:48:13,641 - mmaction - INFO - Epoch [86][3120/3757] lr: 1.000e-04, eta: 1 day, 4:52:15, time: 2.023, data_time: 0.339, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8883, loss_cls: 1.1837, loss: 1.1837, grad_norm: 9.2858 2020-08-01 10:48:50,462 - mmaction - INFO - Epoch [86][3140/3757] lr: 1.000e-04, eta: 1 day, 4:51:36, time: 1.835, data_time: 0.401, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8727, loss_cls: 1.2577, loss: 1.2577, grad_norm: 9.3894 2020-08-01 10:49:27,991 - mmaction - INFO - Epoch [86][3160/3757] lr: 1.000e-04, eta: 1 day, 4:50:56, time: 1.883, data_time: 0.010, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2158, loss: 1.2158, grad_norm: 9.0884 2020-08-01 10:50:08,755 - mmaction - INFO - Epoch [86][3180/3757] lr: 1.000e-04, eta: 1 day, 4:50:18, time: 2.036, data_time: 0.447, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8789, loss_cls: 1.2030, loss: 1.2030, grad_norm: 9.2756 2020-08-01 10:50:45,679 - mmaction - INFO - Epoch [86][3200/3757] lr: 1.000e-04, eta: 1 day, 4:49:38, time: 1.847, data_time: 0.968, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8648, loss_cls: 1.2502, loss: 1.2502, grad_norm: 9.3172 2020-08-01 10:51:23,012 - mmaction - INFO - Epoch [86][3220/3757] lr: 1.000e-04, eta: 1 day, 4:48:59, time: 1.866, data_time: 0.532, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8789, loss_cls: 1.2118, loss: 1.2118, grad_norm: 9.0169 2020-08-01 10:52:01,029 - mmaction - INFO - Epoch [86][3240/3757] lr: 1.000e-04, eta: 1 day, 4:48:20, time: 1.899, data_time: 0.010, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8820, loss_cls: 1.1796, loss: 1.1796, grad_norm: 8.9342 2020-08-01 10:52:42,538 - mmaction - INFO - Epoch [86][3260/3757] lr: 1.000e-04, eta: 1 day, 4:47:41, time: 2.079, data_time: 0.006, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8695, loss_cls: 1.1961, loss: 1.1961, grad_norm: 9.1052 2020-08-01 10:53:23,600 - mmaction - INFO - Epoch [86][3280/3757] lr: 1.000e-04, eta: 1 day, 4:47:02, time: 2.043, data_time: 0.008, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8695, loss_cls: 1.2807, loss: 1.2807, grad_norm: 9.2040 2020-08-01 10:53:59,685 - mmaction - INFO - Epoch [86][3300/3757] lr: 1.000e-04, eta: 1 day, 4:46:23, time: 1.814, data_time: 0.013, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8828, loss_cls: 1.2317, loss: 1.2317, grad_norm: 9.2527 2020-08-01 10:54:39,303 - mmaction - INFO - Epoch [86][3320/3757] lr: 1.000e-04, eta: 1 day, 4:45:44, time: 1.972, data_time: 0.008, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8828, loss_cls: 1.2148, loss: 1.2148, grad_norm: 9.0040 2020-08-01 10:55:17,954 - mmaction - INFO - Epoch [86][3340/3757] lr: 1.000e-04, eta: 1 day, 4:45:05, time: 1.937, data_time: 0.273, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8773, loss_cls: 1.2151, loss: 1.2151, grad_norm: 9.0047 2020-08-01 10:55:59,575 - mmaction - INFO - Epoch [86][3360/3757] lr: 1.000e-04, eta: 1 day, 4:44:26, time: 2.085, data_time: 0.161, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8742, loss_cls: 1.1739, loss: 1.1739, grad_norm: 8.9984 2020-08-01 10:56:36,921 - mmaction - INFO - Epoch [86][3380/3757] lr: 1.000e-04, eta: 1 day, 4:43:47, time: 1.858, data_time: 0.008, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8875, loss_cls: 1.1809, loss: 1.1809, grad_norm: 9.0977 2020-08-01 10:57:19,035 - mmaction - INFO - Epoch [86][3400/3757] lr: 1.000e-04, eta: 1 day, 4:43:08, time: 2.115, data_time: 0.013, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8680, loss_cls: 1.2412, loss: 1.2412, grad_norm: 9.2537 2020-08-01 10:57:57,389 - mmaction - INFO - Epoch [86][3420/3757] lr: 1.000e-04, eta: 1 day, 4:42:29, time: 1.910, data_time: 0.056, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8945, loss_cls: 1.1663, loss: 1.1663, grad_norm: 8.8807 2020-08-01 10:58:36,111 - mmaction - INFO - Epoch [86][3440/3757] lr: 1.000e-04, eta: 1 day, 4:41:50, time: 1.944, data_time: 0.092, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8695, loss_cls: 1.2218, loss: 1.2218, grad_norm: 9.2130 2020-08-01 10:59:16,352 - mmaction - INFO - Epoch [86][3460/3757] lr: 1.000e-04, eta: 1 day, 4:41:11, time: 2.008, data_time: 0.458, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8875, loss_cls: 1.1075, loss: 1.1075, grad_norm: 8.6891 2020-08-01 10:59:50,615 - mmaction - INFO - Epoch [86][3480/3757] lr: 1.000e-04, eta: 1 day, 4:40:31, time: 1.716, data_time: 0.360, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8891, loss_cls: 1.1932, loss: 1.1932, grad_norm: 8.8525 2020-08-01 11:00:29,169 - mmaction - INFO - Epoch [86][3500/3757] lr: 1.000e-04, eta: 1 day, 4:39:52, time: 1.910, data_time: 0.183, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8773, loss_cls: 1.1988, loss: 1.1988, grad_norm: 9.2367 2020-08-01 11:01:10,205 - mmaction - INFO - Epoch [86][3520/3757] lr: 1.000e-04, eta: 1 day, 4:39:13, time: 2.067, data_time: 0.125, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8688, loss_cls: 1.2631, loss: 1.2631, grad_norm: 9.3535 2020-08-01 11:01:51,265 - mmaction - INFO - Epoch [86][3540/3757] lr: 1.000e-04, eta: 1 day, 4:38:35, time: 2.050, data_time: 0.011, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8758, loss_cls: 1.2097, loss: 1.2097, grad_norm: 9.2479 2020-08-01 11:02:28,703 - mmaction - INFO - Epoch [86][3560/3757] lr: 1.000e-04, eta: 1 day, 4:37:55, time: 1.877, data_time: 0.012, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8922, loss_cls: 1.1920, loss: 1.1920, grad_norm: 8.9357 2020-08-01 11:03:08,638 - mmaction - INFO - Epoch [86][3580/3757] lr: 1.000e-04, eta: 1 day, 4:37:17, time: 1.993, data_time: 0.009, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8844, loss_cls: 1.2131, loss: 1.2131, grad_norm: 9.1886 2020-08-01 11:03:49,268 - mmaction - INFO - Epoch [86][3600/3757] lr: 1.000e-04, eta: 1 day, 4:36:38, time: 2.034, data_time: 0.010, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8742, loss_cls: 1.2420, loss: 1.2420, grad_norm: 9.2759 2020-08-01 11:04:29,168 - mmaction - INFO - Epoch [86][3620/3757] lr: 1.000e-04, eta: 1 day, 4:35:59, time: 1.993, data_time: 0.009, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8898, loss_cls: 1.1411, loss: 1.1411, grad_norm: 8.9788 2020-08-01 11:05:08,359 - mmaction - INFO - Epoch [86][3640/3757] lr: 1.000e-04, eta: 1 day, 4:35:20, time: 1.963, data_time: 0.039, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8758, loss_cls: 1.2297, loss: 1.2297, grad_norm: 9.3316 2020-08-01 11:05:47,274 - mmaction - INFO - Epoch [86][3660/3757] lr: 1.000e-04, eta: 1 day, 4:34:41, time: 1.946, data_time: 0.501, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8898, loss_cls: 1.1505, loss: 1.1505, grad_norm: 8.9424 2020-08-01 11:06:27,389 - mmaction - INFO - Epoch [86][3680/3757] lr: 1.000e-04, eta: 1 day, 4:34:02, time: 1.999, data_time: 0.065, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8844, loss_cls: 1.1876, loss: 1.1876, grad_norm: 9.0012 2020-08-01 11:07:04,639 - mmaction - INFO - Epoch [86][3700/3757] lr: 1.000e-04, eta: 1 day, 4:33:23, time: 1.868, data_time: 0.010, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8781, loss_cls: 1.2353, loss: 1.2353, grad_norm: 9.0450 2020-08-01 11:07:48,157 - mmaction - INFO - Epoch [86][3720/3757] lr: 1.000e-04, eta: 1 day, 4:32:44, time: 2.173, data_time: 0.010, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8992, loss_cls: 1.1286, loss: 1.1286, grad_norm: 9.0342 2020-08-01 11:08:23,966 - mmaction - INFO - Epoch [86][3740/3757] lr: 1.000e-04, eta: 1 day, 4:32:05, time: 1.794, data_time: 0.007, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8898, loss_cls: 1.1750, loss: 1.1750, grad_norm: 8.9789 2020-08-01 11:08:49,953 - mmaction - INFO - Saving checkpoint at 86 epochs 2020-08-01 11:09:45,682 - mmaction - INFO - Epoch [87][20/3757] lr: 1.000e-04, eta: 1 day, 4:30:49, time: 2.720, data_time: 0.779, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8898, loss_cls: 1.1596, loss: 1.1596, grad_norm: 8.9785 2020-08-01 11:10:25,325 - mmaction - INFO - Epoch [87][40/3757] lr: 1.000e-04, eta: 1 day, 4:30:11, time: 1.982, data_time: 0.006, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8664, loss_cls: 1.2571, loss: 1.2571, grad_norm: 8.9762 2020-08-01 11:11:06,190 - mmaction - INFO - Epoch [87][60/3757] lr: 1.000e-04, eta: 1 day, 4:29:32, time: 2.046, data_time: 0.030, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8898, loss_cls: 1.1326, loss: 1.1326, grad_norm: 9.0479 2020-08-01 11:11:45,674 - mmaction - INFO - Epoch [87][80/3757] lr: 1.000e-04, eta: 1 day, 4:28:53, time: 1.972, data_time: 0.009, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8703, loss_cls: 1.2124, loss: 1.2124, grad_norm: 9.1369 2020-08-01 11:12:21,821 - mmaction - INFO - Epoch [87][100/3757] lr: 1.000e-04, eta: 1 day, 4:28:13, time: 1.810, data_time: 0.199, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8875, loss_cls: 1.2057, loss: 1.2057, grad_norm: 9.3141 2020-08-01 11:13:01,670 - mmaction - INFO - Epoch [87][120/3757] lr: 1.000e-04, eta: 1 day, 4:27:34, time: 1.991, data_time: 0.117, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8789, loss_cls: 1.2033, loss: 1.2033, grad_norm: 9.0607 2020-08-01 11:13:42,460 - mmaction - INFO - Epoch [87][140/3757] lr: 1.000e-04, eta: 1 day, 4:26:56, time: 2.042, data_time: 0.251, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8758, loss_cls: 1.2014, loss: 1.2014, grad_norm: 9.0855 2020-08-01 11:14:23,438 - mmaction - INFO - Epoch [87][160/3757] lr: 1.000e-04, eta: 1 day, 4:26:17, time: 2.049, data_time: 0.003, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8828, loss_cls: 1.2045, loss: 1.2045, grad_norm: 9.2108 2020-08-01 11:14:57,964 - mmaction - INFO - Epoch [87][180/3757] lr: 1.000e-04, eta: 1 day, 4:25:37, time: 1.726, data_time: 0.090, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8773, loss_cls: 1.2431, loss: 1.2431, grad_norm: 9.5621 2020-08-01 11:15:36,669 - mmaction - INFO - Epoch [87][200/3757] lr: 1.000e-04, eta: 1 day, 4:24:58, time: 1.931, data_time: 0.313, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8828, loss_cls: 1.1923, loss: 1.1923, grad_norm: 8.9613 2020-08-01 11:16:17,880 - mmaction - INFO - Epoch [87][220/3757] lr: 1.000e-04, eta: 1 day, 4:24:19, time: 2.065, data_time: 0.418, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8867, loss_cls: 1.1275, loss: 1.1275, grad_norm: 8.7805 2020-08-01 11:16:59,997 - mmaction - INFO - Epoch [87][240/3757] lr: 1.000e-04, eta: 1 day, 4:23:41, time: 2.099, data_time: 1.524, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8812, loss_cls: 1.2201, loss: 1.2201, grad_norm: 8.9670 2020-08-01 11:17:39,906 - mmaction - INFO - Epoch [87][260/3757] lr: 1.000e-04, eta: 1 day, 4:23:02, time: 2.000, data_time: 1.393, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8805, loss_cls: 1.1603, loss: 1.1603, grad_norm: 9.0187 2020-08-01 11:18:17,848 - mmaction - INFO - Epoch [87][280/3757] lr: 1.000e-04, eta: 1 day, 4:22:23, time: 1.892, data_time: 1.329, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8680, loss_cls: 1.2969, loss: 1.2969, grad_norm: 9.2432 2020-08-01 11:18:55,304 - mmaction - INFO - Epoch [87][300/3757] lr: 1.000e-04, eta: 1 day, 4:21:43, time: 1.880, data_time: 0.745, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8820, loss_cls: 1.2017, loss: 1.2017, grad_norm: 9.3505 2020-08-01 11:19:36,624 - mmaction - INFO - Epoch [87][320/3757] lr: 1.000e-04, eta: 1 day, 4:21:05, time: 2.061, data_time: 1.103, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8797, loss_cls: 1.1688, loss: 1.1688, grad_norm: 8.9507 2020-08-01 11:20:14,978 - mmaction - INFO - Epoch [87][340/3757] lr: 1.000e-04, eta: 1 day, 4:20:25, time: 1.914, data_time: 1.198, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8773, loss_cls: 1.1940, loss: 1.1940, grad_norm: 8.9784 2020-08-01 11:20:51,389 - mmaction - INFO - Epoch [87][360/3757] lr: 1.000e-04, eta: 1 day, 4:19:46, time: 1.831, data_time: 1.149, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8812, loss_cls: 1.2020, loss: 1.2020, grad_norm: 9.1009 2020-08-01 11:21:32,465 - mmaction - INFO - Epoch [87][380/3757] lr: 1.000e-04, eta: 1 day, 4:19:07, time: 2.046, data_time: 0.907, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8766, loss_cls: 1.2184, loss: 1.2184, grad_norm: 9.0190 2020-08-01 11:22:09,938 - mmaction - INFO - Epoch [87][400/3757] lr: 1.000e-04, eta: 1 day, 4:18:28, time: 1.878, data_time: 0.063, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8883, loss_cls: 1.1657, loss: 1.1657, grad_norm: 8.9426 2020-08-01 11:22:48,820 - mmaction - INFO - Epoch [87][420/3757] lr: 1.000e-04, eta: 1 day, 4:17:49, time: 1.945, data_time: 0.013, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8656, loss_cls: 1.2490, loss: 1.2490, grad_norm: 8.9667 2020-08-01 11:23:30,380 - mmaction - INFO - Epoch [87][440/3757] lr: 1.000e-04, eta: 1 day, 4:17:10, time: 2.077, data_time: 0.006, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8797, loss_cls: 1.2296, loss: 1.2296, grad_norm: 9.2328 2020-08-01 11:24:07,575 - mmaction - INFO - Epoch [87][460/3757] lr: 1.000e-04, eta: 1 day, 4:16:31, time: 1.863, data_time: 0.012, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8820, loss_cls: 1.1744, loss: 1.1744, grad_norm: 9.0015 2020-08-01 11:24:46,475 - mmaction - INFO - Epoch [87][480/3757] lr: 1.000e-04, eta: 1 day, 4:15:52, time: 1.945, data_time: 0.002, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8867, loss_cls: 1.1537, loss: 1.1537, grad_norm: 8.8177 2020-08-01 11:25:26,946 - mmaction - INFO - Epoch [87][500/3757] lr: 1.000e-04, eta: 1 day, 4:15:13, time: 2.017, data_time: 0.037, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8867, loss_cls: 1.1662, loss: 1.1662, grad_norm: 8.9872 2020-08-01 11:26:08,173 - mmaction - INFO - Epoch [87][520/3757] lr: 1.000e-04, eta: 1 day, 4:14:34, time: 2.068, data_time: 0.011, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8852, loss_cls: 1.1682, loss: 1.1682, grad_norm: 8.9892 2020-08-01 11:26:42,464 - mmaction - INFO - Epoch [87][540/3757] lr: 1.000e-04, eta: 1 day, 4:13:55, time: 1.709, data_time: 0.085, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8836, loss_cls: 1.2052, loss: 1.2052, grad_norm: 9.2608 2020-08-01 11:27:23,098 - mmaction - INFO - Epoch [87][560/3757] lr: 1.000e-04, eta: 1 day, 4:13:16, time: 2.036, data_time: 0.590, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8914, loss_cls: 1.1617, loss: 1.1617, grad_norm: 8.6683 2020-08-01 11:28:03,880 - mmaction - INFO - Epoch [87][580/3757] lr: 1.000e-04, eta: 1 day, 4:12:37, time: 2.036, data_time: 0.565, memory: 5170, top1_acc: 0.6711, top5_acc: 0.8633, loss_cls: 1.3039, loss: 1.3039, grad_norm: 9.4247 2020-08-01 11:28:43,891 - mmaction - INFO - Epoch [87][600/3757] lr: 1.000e-04, eta: 1 day, 4:11:58, time: 2.002, data_time: 0.521, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8734, loss_cls: 1.2063, loss: 1.2063, grad_norm: 8.9879 2020-08-01 11:29:22,572 - mmaction - INFO - Epoch [87][620/3757] lr: 1.000e-04, eta: 1 day, 4:11:19, time: 1.928, data_time: 0.104, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8711, loss_cls: 1.2810, loss: 1.2810, grad_norm: 9.6067 2020-08-01 11:30:01,930 - mmaction - INFO - Epoch [87][640/3757] lr: 1.000e-04, eta: 1 day, 4:10:40, time: 1.975, data_time: 0.010, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8781, loss_cls: 1.1842, loss: 1.1842, grad_norm: 8.9539 2020-08-01 11:30:39,927 - mmaction - INFO - Epoch [87][660/3757] lr: 1.000e-04, eta: 1 day, 4:10:01, time: 1.895, data_time: 0.008, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8766, loss_cls: 1.2407, loss: 1.2407, grad_norm: 9.2241 2020-08-01 11:31:20,659 - mmaction - INFO - Epoch [87][680/3757] lr: 1.000e-04, eta: 1 day, 4:09:22, time: 2.039, data_time: 0.010, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8836, loss_cls: 1.1915, loss: 1.1915, grad_norm: 9.3252 2020-08-01 11:32:01,043 - mmaction - INFO - Epoch [87][700/3757] lr: 1.000e-04, eta: 1 day, 4:08:43, time: 2.015, data_time: 0.009, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8688, loss_cls: 1.2964, loss: 1.2964, grad_norm: 9.8386 2020-08-01 11:32:36,834 - mmaction - INFO - Epoch [87][720/3757] lr: 1.000e-04, eta: 1 day, 4:08:04, time: 1.787, data_time: 0.016, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8734, loss_cls: 1.2319, loss: 1.2319, grad_norm: 9.2003 2020-08-01 11:33:16,500 - mmaction - INFO - Epoch [87][740/3757] lr: 1.000e-04, eta: 1 day, 4:07:25, time: 1.988, data_time: 0.133, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8883, loss_cls: 1.1902, loss: 1.1902, grad_norm: 9.2673 2020-08-01 11:33:52,332 - mmaction - INFO - Epoch [87][760/3757] lr: 1.000e-04, eta: 1 day, 4:06:45, time: 1.795, data_time: 0.007, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8883, loss_cls: 1.1640, loss: 1.1640, grad_norm: 8.8844 2020-08-01 11:34:30,533 - mmaction - INFO - Epoch [87][780/3757] lr: 1.000e-04, eta: 1 day, 4:06:06, time: 1.904, data_time: 0.009, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8758, loss_cls: 1.2152, loss: 1.2152, grad_norm: 9.1753 2020-08-01 11:35:10,731 - mmaction - INFO - Epoch [87][800/3757] lr: 1.000e-04, eta: 1 day, 4:05:27, time: 2.018, data_time: 0.010, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8750, loss_cls: 1.2819, loss: 1.2819, grad_norm: 9.6277 2020-08-01 11:35:48,738 - mmaction - INFO - Epoch [87][820/3757] lr: 1.000e-04, eta: 1 day, 4:04:48, time: 1.899, data_time: 0.002, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8812, loss_cls: 1.2006, loss: 1.2006, grad_norm: 9.4948 2020-08-01 11:36:29,078 - mmaction - INFO - Epoch [87][840/3757] lr: 1.000e-04, eta: 1 day, 4:04:09, time: 2.012, data_time: 0.009, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8789, loss_cls: 1.2138, loss: 1.2138, grad_norm: 9.4604 2020-08-01 11:37:07,065 - mmaction - INFO - Epoch [87][860/3757] lr: 1.000e-04, eta: 1 day, 4:03:30, time: 1.905, data_time: 0.008, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8812, loss_cls: 1.2099, loss: 1.2099, grad_norm: 9.0356 2020-08-01 11:37:46,202 - mmaction - INFO - Epoch [87][880/3757] lr: 1.000e-04, eta: 1 day, 4:02:51, time: 1.953, data_time: 0.172, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8805, loss_cls: 1.1876, loss: 1.1876, grad_norm: 9.3181 2020-08-01 11:38:24,596 - mmaction - INFO - Epoch [87][900/3757] lr: 1.000e-04, eta: 1 day, 4:02:12, time: 1.923, data_time: 0.103, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8742, loss_cls: 1.2031, loss: 1.2031, grad_norm: 9.0639 2020-08-01 11:39:06,686 - mmaction - INFO - Epoch [87][920/3757] lr: 1.000e-04, eta: 1 day, 4:01:33, time: 2.097, data_time: 0.897, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8938, loss_cls: 1.1177, loss: 1.1177, grad_norm: 8.9835 2020-08-01 11:39:42,212 - mmaction - INFO - Epoch [87][940/3757] lr: 1.000e-04, eta: 1 day, 4:00:53, time: 1.783, data_time: 0.023, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8836, loss_cls: 1.2179, loss: 1.2179, grad_norm: 9.4548 2020-08-01 11:40:23,647 - mmaction - INFO - Epoch [87][960/3757] lr: 1.000e-04, eta: 1 day, 4:00:15, time: 2.072, data_time: 0.007, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8859, loss_cls: 1.1993, loss: 1.1993, grad_norm: 9.1762 2020-08-01 11:41:03,731 - mmaction - INFO - Epoch [87][980/3757] lr: 1.000e-04, eta: 1 day, 3:59:36, time: 2.002, data_time: 0.629, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8758, loss_cls: 1.2261, loss: 1.2261, grad_norm: 9.3674 2020-08-01 11:41:41,378 - mmaction - INFO - Epoch [87][1000/3757] lr: 1.000e-04, eta: 1 day, 3:58:57, time: 1.877, data_time: 0.984, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2337, loss: 1.2337, grad_norm: 9.2637 2020-08-01 11:42:21,488 - mmaction - INFO - Epoch [87][1020/3757] lr: 1.000e-04, eta: 1 day, 3:58:18, time: 2.012, data_time: 0.831, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8766, loss_cls: 1.2081, loss: 1.2081, grad_norm: 9.3174 2020-08-01 11:43:01,861 - mmaction - INFO - Epoch [87][1040/3757] lr: 1.000e-04, eta: 1 day, 3:57:39, time: 2.013, data_time: 1.292, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8812, loss_cls: 1.1523, loss: 1.1523, grad_norm: 9.1085 2020-08-01 11:43:37,879 - mmaction - INFO - Epoch [87][1060/3757] lr: 1.000e-04, eta: 1 day, 3:56:59, time: 1.808, data_time: 0.213, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8945, loss_cls: 1.1319, loss: 1.1319, grad_norm: 8.8542 2020-08-01 11:44:17,202 - mmaction - INFO - Epoch [87][1080/3757] lr: 1.000e-04, eta: 1 day, 3:56:20, time: 1.961, data_time: 0.007, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8859, loss_cls: 1.2087, loss: 1.2087, grad_norm: 8.9402 2020-08-01 11:44:55,574 - mmaction - INFO - Epoch [87][1100/3757] lr: 1.000e-04, eta: 1 day, 3:55:41, time: 1.923, data_time: 0.007, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8789, loss_cls: 1.2204, loss: 1.2204, grad_norm: 9.1459 2020-08-01 11:45:33,620 - mmaction - INFO - Epoch [87][1120/3757] lr: 1.000e-04, eta: 1 day, 3:55:02, time: 1.895, data_time: 0.073, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8867, loss_cls: 1.2126, loss: 1.2126, grad_norm: 9.3106 2020-08-01 11:46:13,911 - mmaction - INFO - Epoch [87][1140/3757] lr: 1.000e-04, eta: 1 day, 3:54:23, time: 2.019, data_time: 0.895, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8781, loss_cls: 1.2199, loss: 1.2199, grad_norm: 9.3301 2020-08-01 11:46:51,295 - mmaction - INFO - Epoch [87][1160/3757] lr: 1.000e-04, eta: 1 day, 3:53:44, time: 1.863, data_time: 0.386, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8734, loss_cls: 1.1739, loss: 1.1739, grad_norm: 9.0988 2020-08-01 11:47:30,196 - mmaction - INFO - Epoch [87][1180/3757] lr: 1.000e-04, eta: 1 day, 3:53:05, time: 1.953, data_time: 0.892, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8836, loss_cls: 1.1465, loss: 1.1465, grad_norm: 8.8418 2020-08-01 11:48:07,525 - mmaction - INFO - Epoch [87][1200/3757] lr: 1.000e-04, eta: 1 day, 3:52:25, time: 1.864, data_time: 0.413, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8734, loss_cls: 1.2209, loss: 1.2209, grad_norm: 9.3962 2020-08-01 11:48:46,133 - mmaction - INFO - Epoch [87][1220/3757] lr: 1.000e-04, eta: 1 day, 3:51:46, time: 1.932, data_time: 1.273, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8766, loss_cls: 1.1962, loss: 1.1962, grad_norm: 9.1342 2020-08-01 11:49:22,083 - mmaction - INFO - Epoch [87][1240/3757] lr: 1.000e-04, eta: 1 day, 3:51:07, time: 1.792, data_time: 0.936, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8883, loss_cls: 1.1834, loss: 1.1834, grad_norm: 9.0573 2020-08-01 11:50:02,946 - mmaction - INFO - Epoch [87][1260/3757] lr: 1.000e-04, eta: 1 day, 3:50:28, time: 2.051, data_time: 1.250, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8719, loss_cls: 1.2201, loss: 1.2201, grad_norm: 9.0288 2020-08-01 11:50:46,501 - mmaction - INFO - Epoch [87][1280/3757] lr: 1.000e-04, eta: 1 day, 3:49:50, time: 2.176, data_time: 1.482, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8875, loss_cls: 1.1939, loss: 1.1939, grad_norm: 9.1559 2020-08-01 11:51:24,846 - mmaction - INFO - Epoch [87][1300/3757] lr: 1.000e-04, eta: 1 day, 3:49:11, time: 1.911, data_time: 0.229, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8852, loss_cls: 1.1972, loss: 1.1972, grad_norm: 9.2204 2020-08-01 11:51:59,461 - mmaction - INFO - Epoch [87][1320/3757] lr: 1.000e-04, eta: 1 day, 3:48:31, time: 1.731, data_time: 0.013, memory: 5170, top1_acc: 0.6734, top5_acc: 0.8711, loss_cls: 1.2853, loss: 1.2853, grad_norm: 9.5322 2020-08-01 11:52:37,970 - mmaction - INFO - Epoch [87][1340/3757] lr: 1.000e-04, eta: 1 day, 3:47:52, time: 1.925, data_time: 0.039, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8789, loss_cls: 1.2234, loss: 1.2234, grad_norm: 9.0858 2020-08-01 11:53:17,321 - mmaction - INFO - Epoch [87][1360/3757] lr: 1.000e-04, eta: 1 day, 3:47:13, time: 1.976, data_time: 0.055, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8773, loss_cls: 1.1997, loss: 1.1997, grad_norm: 9.2392 2020-08-01 11:53:58,680 - mmaction - INFO - Epoch [87][1380/3757] lr: 1.000e-04, eta: 1 day, 3:46:34, time: 2.066, data_time: 0.123, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8648, loss_cls: 1.2593, loss: 1.2593, grad_norm: 9.2738 2020-08-01 11:54:39,580 - mmaction - INFO - Epoch [87][1400/3757] lr: 1.000e-04, eta: 1 day, 3:45:55, time: 2.043, data_time: 0.004, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8805, loss_cls: 1.1827, loss: 1.1827, grad_norm: 8.8799 2020-08-01 11:55:16,740 - mmaction - INFO - Epoch [87][1420/3757] lr: 1.000e-04, eta: 1 day, 3:45:16, time: 1.853, data_time: 0.012, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8719, loss_cls: 1.1783, loss: 1.1783, grad_norm: 9.1559 2020-08-01 11:55:54,453 - mmaction - INFO - Epoch [87][1440/3757] lr: 1.000e-04, eta: 1 day, 3:44:37, time: 1.891, data_time: 0.045, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8719, loss_cls: 1.2582, loss: 1.2582, grad_norm: 9.2028 2020-08-01 11:56:30,756 - mmaction - INFO - Epoch [87][1460/3757] lr: 1.000e-04, eta: 1 day, 3:43:57, time: 1.813, data_time: 0.718, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8867, loss_cls: 1.2517, loss: 1.2517, grad_norm: 9.4478 2020-08-01 11:57:11,972 - mmaction - INFO - Epoch [87][1480/3757] lr: 1.000e-04, eta: 1 day, 3:43:18, time: 2.062, data_time: 0.883, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8820, loss_cls: 1.2632, loss: 1.2632, grad_norm: 9.3606 2020-08-01 11:57:52,551 - mmaction - INFO - Epoch [87][1500/3757] lr: 1.000e-04, eta: 1 day, 3:42:40, time: 2.024, data_time: 0.397, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8789, loss_cls: 1.2025, loss: 1.2025, grad_norm: 9.1654 2020-08-01 11:58:32,160 - mmaction - INFO - Epoch [87][1520/3757] lr: 1.000e-04, eta: 1 day, 3:42:01, time: 1.989, data_time: 0.048, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8742, loss_cls: 1.1866, loss: 1.1866, grad_norm: 8.9917 2020-08-01 11:59:13,383 - mmaction - INFO - Epoch [87][1540/3757] lr: 1.000e-04, eta: 1 day, 3:41:22, time: 2.060, data_time: 0.008, memory: 5170, top1_acc: 0.7375, top5_acc: 0.8961, loss_cls: 1.1022, loss: 1.1022, grad_norm: 8.7248 2020-08-01 11:59:51,493 - mmaction - INFO - Epoch [87][1560/3757] lr: 1.000e-04, eta: 1 day, 3:40:43, time: 1.907, data_time: 0.004, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8773, loss_cls: 1.1998, loss: 1.1998, grad_norm: 8.9079 2020-08-01 12:00:27,264 - mmaction - INFO - Epoch [87][1580/3757] lr: 1.000e-04, eta: 1 day, 3:40:03, time: 1.778, data_time: 0.037, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8789, loss_cls: 1.1888, loss: 1.1888, grad_norm: 8.8633 2020-08-01 12:01:07,869 - mmaction - INFO - Epoch [87][1600/3757] lr: 1.000e-04, eta: 1 day, 3:39:24, time: 2.038, data_time: 0.444, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8812, loss_cls: 1.1782, loss: 1.1782, grad_norm: 9.2937 2020-08-01 12:01:47,451 - mmaction - INFO - Epoch [87][1620/3757] lr: 1.000e-04, eta: 1 day, 3:38:45, time: 1.981, data_time: 0.798, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8711, loss_cls: 1.2192, loss: 1.2192, grad_norm: 9.1336 2020-08-01 12:02:23,286 - mmaction - INFO - Epoch [87][1640/3757] lr: 1.000e-04, eta: 1 day, 3:38:06, time: 1.792, data_time: 0.216, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8805, loss_cls: 1.1887, loss: 1.1887, grad_norm: 9.0382 2020-08-01 12:03:02,236 - mmaction - INFO - Epoch [87][1660/3757] lr: 1.000e-04, eta: 1 day, 3:37:27, time: 1.943, data_time: 0.439, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8703, loss_cls: 1.2264, loss: 1.2264, grad_norm: 8.9787 2020-08-01 12:03:41,320 - mmaction - INFO - Epoch [87][1680/3757] lr: 1.000e-04, eta: 1 day, 3:36:48, time: 1.958, data_time: 0.009, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8820, loss_cls: 1.1965, loss: 1.1965, grad_norm: 8.8223 2020-08-01 12:04:20,225 - mmaction - INFO - Epoch [87][1700/3757] lr: 1.000e-04, eta: 1 day, 3:36:09, time: 1.944, data_time: 0.485, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8773, loss_cls: 1.2289, loss: 1.2289, grad_norm: 9.5898 2020-08-01 12:04:58,878 - mmaction - INFO - Epoch [87][1720/3757] lr: 1.000e-04, eta: 1 day, 3:35:30, time: 1.933, data_time: 0.157, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8883, loss_cls: 1.1672, loss: 1.1672, grad_norm: 9.1822 2020-08-01 12:05:40,196 - mmaction - INFO - Epoch [87][1740/3757] lr: 1.000e-04, eta: 1 day, 3:34:51, time: 2.060, data_time: 0.018, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8898, loss_cls: 1.1849, loss: 1.1849, grad_norm: 9.1874 2020-08-01 12:06:18,216 - mmaction - INFO - Epoch [87][1760/3757] lr: 1.000e-04, eta: 1 day, 3:34:12, time: 1.907, data_time: 0.010, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8844, loss_cls: 1.1675, loss: 1.1675, grad_norm: 9.1984 2020-08-01 12:06:57,179 - mmaction - INFO - Epoch [87][1780/3757] lr: 1.000e-04, eta: 1 day, 3:33:33, time: 1.943, data_time: 0.008, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8875, loss_cls: 1.1098, loss: 1.1098, grad_norm: 8.5217 2020-08-01 12:07:36,990 - mmaction - INFO - Epoch [87][1800/3757] lr: 1.000e-04, eta: 1 day, 3:32:54, time: 1.995, data_time: 0.904, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8711, loss_cls: 1.2486, loss: 1.2486, grad_norm: 9.2624 2020-08-01 12:08:13,966 - mmaction - INFO - Epoch [87][1820/3757] lr: 1.000e-04, eta: 1 day, 3:32:14, time: 1.847, data_time: 0.861, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8773, loss_cls: 1.2109, loss: 1.2109, grad_norm: 9.1591 2020-08-01 12:08:53,703 - mmaction - INFO - Epoch [87][1840/3757] lr: 1.000e-04, eta: 1 day, 3:31:35, time: 1.985, data_time: 1.288, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8805, loss_cls: 1.2301, loss: 1.2301, grad_norm: 9.4490 2020-08-01 12:09:32,807 - mmaction - INFO - Epoch [87][1860/3757] lr: 1.000e-04, eta: 1 day, 3:30:56, time: 1.959, data_time: 1.323, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8773, loss_cls: 1.2106, loss: 1.2106, grad_norm: 9.0338 2020-08-01 12:10:13,515 - mmaction - INFO - Epoch [87][1880/3757] lr: 1.000e-04, eta: 1 day, 3:30:18, time: 2.032, data_time: 1.453, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8797, loss_cls: 1.1599, loss: 1.1599, grad_norm: 9.0820 2020-08-01 12:10:50,313 - mmaction - INFO - Epoch [87][1900/3757] lr: 1.000e-04, eta: 1 day, 3:29:38, time: 1.843, data_time: 1.017, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8633, loss_cls: 1.2236, loss: 1.2236, grad_norm: 8.9854 2020-08-01 12:11:29,805 - mmaction - INFO - Epoch [87][1920/3757] lr: 1.000e-04, eta: 1 day, 3:28:59, time: 1.975, data_time: 0.041, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8844, loss_cls: 1.2050, loss: 1.2050, grad_norm: 9.0410 2020-08-01 12:12:08,101 - mmaction - INFO - Epoch [87][1940/3757] lr: 1.000e-04, eta: 1 day, 3:28:20, time: 1.915, data_time: 0.008, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8766, loss_cls: 1.2203, loss: 1.2203, grad_norm: 9.1137 2020-08-01 12:12:46,486 - mmaction - INFO - Epoch [87][1960/3757] lr: 1.000e-04, eta: 1 day, 3:27:41, time: 1.909, data_time: 0.002, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8828, loss_cls: 1.1493, loss: 1.1493, grad_norm: 8.9363 2020-08-01 12:13:26,925 - mmaction - INFO - Epoch [87][1980/3757] lr: 1.000e-04, eta: 1 day, 3:27:02, time: 2.031, data_time: 0.013, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8789, loss_cls: 1.2202, loss: 1.2202, grad_norm: 9.1709 2020-08-01 12:14:03,592 - mmaction - INFO - Epoch [87][2000/3757] lr: 1.000e-04, eta: 1 day, 3:26:23, time: 1.834, data_time: 0.008, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8922, loss_cls: 1.1768, loss: 1.1768, grad_norm: 8.9425 2020-08-01 12:14:45,099 - mmaction - INFO - Epoch [87][2020/3757] lr: 1.000e-04, eta: 1 day, 3:25:44, time: 2.075, data_time: 0.022, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8633, loss_cls: 1.2549, loss: 1.2549, grad_norm: 9.2523 2020-08-01 12:15:25,973 - mmaction - INFO - Epoch [87][2040/3757] lr: 1.000e-04, eta: 1 day, 3:25:05, time: 2.041, data_time: 0.008, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8906, loss_cls: 1.1357, loss: 1.1357, grad_norm: 9.0474 2020-08-01 12:16:03,026 - mmaction - INFO - Epoch [87][2060/3757] lr: 1.000e-04, eta: 1 day, 3:24:26, time: 1.856, data_time: 0.013, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8953, loss_cls: 1.1447, loss: 1.1447, grad_norm: 8.9323 2020-08-01 12:16:40,711 - mmaction - INFO - Epoch [87][2080/3757] lr: 1.000e-04, eta: 1 day, 3:23:47, time: 1.879, data_time: 0.118, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8820, loss_cls: 1.2038, loss: 1.2038, grad_norm: 9.1817 2020-08-01 12:17:17,608 - mmaction - INFO - Epoch [87][2100/3757] lr: 1.000e-04, eta: 1 day, 3:23:07, time: 1.848, data_time: 0.500, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8922, loss_cls: 1.1712, loss: 1.1712, grad_norm: 9.0468 2020-08-01 12:17:57,940 - mmaction - INFO - Epoch [87][2120/3757] lr: 1.000e-04, eta: 1 day, 3:22:28, time: 2.015, data_time: 0.009, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8797, loss_cls: 1.2034, loss: 1.2034, grad_norm: 9.0639 2020-08-01 12:18:34,196 - mmaction - INFO - Epoch [87][2140/3757] lr: 1.000e-04, eta: 1 day, 3:21:49, time: 1.814, data_time: 0.005, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8594, loss_cls: 1.2910, loss: 1.2910, grad_norm: 9.4102 2020-08-01 12:19:14,107 - mmaction - INFO - Epoch [87][2160/3757] lr: 1.000e-04, eta: 1 day, 3:21:10, time: 1.989, data_time: 0.011, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8797, loss_cls: 1.1851, loss: 1.1851, grad_norm: 8.8416 2020-08-01 12:19:52,381 - mmaction - INFO - Epoch [87][2180/3757] lr: 1.000e-04, eta: 1 day, 3:20:31, time: 1.921, data_time: 0.011, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8664, loss_cls: 1.2167, loss: 1.2167, grad_norm: 9.2118 2020-08-01 12:20:33,427 - mmaction - INFO - Epoch [87][2200/3757] lr: 1.000e-04, eta: 1 day, 3:19:52, time: 2.051, data_time: 0.035, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8820, loss_cls: 1.1888, loss: 1.1888, grad_norm: 9.0082 2020-08-01 12:21:10,320 - mmaction - INFO - Epoch [87][2220/3757] lr: 1.000e-04, eta: 1 day, 3:19:13, time: 1.845, data_time: 0.190, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8727, loss_cls: 1.2184, loss: 1.2184, grad_norm: 9.2849 2020-08-01 12:21:51,709 - mmaction - INFO - Epoch [87][2240/3757] lr: 1.000e-04, eta: 1 day, 3:18:34, time: 2.065, data_time: 0.160, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8555, loss_cls: 1.3288, loss: 1.3288, grad_norm: 9.2286 2020-08-01 12:22:30,173 - mmaction - INFO - Epoch [87][2260/3757] lr: 1.000e-04, eta: 1 day, 3:17:55, time: 1.924, data_time: 0.137, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8656, loss_cls: 1.2747, loss: 1.2747, grad_norm: 9.0073 2020-08-01 12:23:08,498 - mmaction - INFO - Epoch [87][2280/3757] lr: 1.000e-04, eta: 1 day, 3:17:16, time: 1.920, data_time: 0.153, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8836, loss_cls: 1.1580, loss: 1.1580, grad_norm: 8.9181 2020-08-01 12:23:50,396 - mmaction - INFO - Epoch [87][2300/3757] lr: 1.000e-04, eta: 1 day, 3:16:37, time: 2.091, data_time: 0.008, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8695, loss_cls: 1.2521, loss: 1.2521, grad_norm: 9.2434 2020-08-01 12:24:29,887 - mmaction - INFO - Epoch [87][2320/3757] lr: 1.000e-04, eta: 1 day, 3:15:58, time: 1.978, data_time: 0.012, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8789, loss_cls: 1.2267, loss: 1.2267, grad_norm: 9.4066 2020-08-01 12:25:08,902 - mmaction - INFO - Epoch [87][2340/3757] lr: 1.000e-04, eta: 1 day, 3:15:19, time: 1.951, data_time: 0.004, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8789, loss_cls: 1.1765, loss: 1.1765, grad_norm: 9.1924 2020-08-01 12:25:46,392 - mmaction - INFO - Epoch [87][2360/3757] lr: 1.000e-04, eta: 1 day, 3:14:40, time: 1.874, data_time: 0.003, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8742, loss_cls: 1.2351, loss: 1.2351, grad_norm: 9.3067 2020-08-01 12:26:25,286 - mmaction - INFO - Epoch [87][2380/3757] lr: 1.000e-04, eta: 1 day, 3:14:01, time: 1.941, data_time: 0.030, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8883, loss_cls: 1.2053, loss: 1.2053, grad_norm: 9.3802 2020-08-01 12:27:01,754 - mmaction - INFO - Epoch [87][2400/3757] lr: 1.000e-04, eta: 1 day, 3:13:21, time: 1.826, data_time: 0.009, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1978, loss: 1.1978, grad_norm: 9.1038 2020-08-01 12:27:40,474 - mmaction - INFO - Epoch [87][2420/3757] lr: 1.000e-04, eta: 1 day, 3:12:42, time: 1.928, data_time: 0.329, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8789, loss_cls: 1.2235, loss: 1.2235, grad_norm: 9.3125 2020-08-01 12:28:20,261 - mmaction - INFO - Epoch [87][2440/3757] lr: 1.000e-04, eta: 1 day, 3:12:03, time: 1.996, data_time: 0.196, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8641, loss_cls: 1.2831, loss: 1.2831, grad_norm: 9.3502 2020-08-01 12:29:04,088 - mmaction - INFO - Epoch [87][2460/3757] lr: 1.000e-04, eta: 1 day, 3:11:25, time: 2.190, data_time: 0.328, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8758, loss_cls: 1.2420, loss: 1.2420, grad_norm: 9.4668 2020-08-01 12:29:39,244 - mmaction - INFO - Epoch [87][2480/3757] lr: 1.000e-04, eta: 1 day, 3:10:45, time: 1.762, data_time: 0.367, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8797, loss_cls: 1.1904, loss: 1.1904, grad_norm: 8.9564 2020-08-01 12:30:17,601 - mmaction - INFO - Epoch [87][2500/3757] lr: 1.000e-04, eta: 1 day, 3:10:06, time: 1.914, data_time: 0.010, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8703, loss_cls: 1.2184, loss: 1.2184, grad_norm: 8.8870 2020-08-01 12:30:54,710 - mmaction - INFO - Epoch [87][2520/3757] lr: 1.000e-04, eta: 1 day, 3:09:27, time: 1.859, data_time: 0.010, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8820, loss_cls: 1.1879, loss: 1.1879, grad_norm: 8.9115 2020-08-01 12:31:37,089 - mmaction - INFO - Epoch [87][2540/3757] lr: 1.000e-04, eta: 1 day, 3:08:48, time: 2.114, data_time: 0.009, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8781, loss_cls: 1.2270, loss: 1.2270, grad_norm: 9.1936 2020-08-01 12:32:16,918 - mmaction - INFO - Epoch [87][2560/3757] lr: 1.000e-04, eta: 1 day, 3:08:09, time: 1.992, data_time: 0.009, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8898, loss_cls: 1.1802, loss: 1.1802, grad_norm: 9.3093 2020-08-01 12:32:56,557 - mmaction - INFO - Epoch [87][2580/3757] lr: 1.000e-04, eta: 1 day, 3:07:30, time: 1.980, data_time: 0.008, memory: 5170, top1_acc: 0.6727, top5_acc: 0.8664, loss_cls: 1.3004, loss: 1.3004, grad_norm: 9.4061 2020-08-01 12:33:36,263 - mmaction - INFO - Epoch [87][2600/3757] lr: 1.000e-04, eta: 1 day, 3:06:51, time: 1.992, data_time: 0.052, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8617, loss_cls: 1.2589, loss: 1.2589, grad_norm: 9.3297 2020-08-01 12:34:12,962 - mmaction - INFO - Epoch [87][2620/3757] lr: 1.000e-04, eta: 1 day, 3:06:12, time: 1.837, data_time: 0.013, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8867, loss_cls: 1.1703, loss: 1.1703, grad_norm: 8.9535 2020-08-01 12:34:50,628 - mmaction - INFO - Epoch [87][2640/3757] lr: 1.000e-04, eta: 1 day, 3:05:33, time: 1.880, data_time: 0.093, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8758, loss_cls: 1.2045, loss: 1.2045, grad_norm: 9.1609 2020-08-01 12:35:32,467 - mmaction - INFO - Epoch [87][2660/3757] lr: 1.000e-04, eta: 1 day, 3:04:54, time: 2.090, data_time: 0.017, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8758, loss_cls: 1.1896, loss: 1.1896, grad_norm: 8.8174 2020-08-01 12:36:10,177 - mmaction - INFO - Epoch [87][2680/3757] lr: 1.000e-04, eta: 1 day, 3:04:15, time: 1.890, data_time: 0.010, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8914, loss_cls: 1.1654, loss: 1.1654, grad_norm: 8.9156 2020-08-01 12:36:46,717 - mmaction - INFO - Epoch [87][2700/3757] lr: 1.000e-04, eta: 1 day, 3:03:35, time: 1.821, data_time: 0.008, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8781, loss_cls: 1.1640, loss: 1.1640, grad_norm: 9.1380 2020-08-01 12:37:27,637 - mmaction - INFO - Epoch [87][2720/3757] lr: 1.000e-04, eta: 1 day, 3:02:57, time: 2.053, data_time: 0.091, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8773, loss_cls: 1.1692, loss: 1.1692, grad_norm: 8.7917 2020-08-01 12:38:07,363 - mmaction - INFO - Epoch [87][2740/3757] lr: 1.000e-04, eta: 1 day, 3:02:18, time: 1.977, data_time: 0.233, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8836, loss_cls: 1.1861, loss: 1.1861, grad_norm: 9.1420 2020-08-01 12:38:46,866 - mmaction - INFO - Epoch [87][2760/3757] lr: 1.000e-04, eta: 1 day, 3:01:39, time: 1.984, data_time: 0.805, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8734, loss_cls: 1.1995, loss: 1.1995, grad_norm: 9.1524 2020-08-01 12:39:27,023 - mmaction - INFO - Epoch [87][2780/3757] lr: 1.000e-04, eta: 1 day, 3:01:00, time: 2.006, data_time: 0.527, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8742, loss_cls: 1.2115, loss: 1.2115, grad_norm: 9.1645 2020-08-01 12:40:05,695 - mmaction - INFO - Epoch [87][2800/3757] lr: 1.000e-04, eta: 1 day, 3:00:21, time: 1.935, data_time: 0.136, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8852, loss_cls: 1.1511, loss: 1.1511, grad_norm: 8.7358 2020-08-01 12:40:43,680 - mmaction - INFO - Epoch [87][2820/3757] lr: 1.000e-04, eta: 1 day, 2:59:42, time: 1.900, data_time: 0.106, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8734, loss_cls: 1.2328, loss: 1.2328, grad_norm: 9.1612 2020-08-01 12:41:21,553 - mmaction - INFO - Epoch [87][2840/3757] lr: 1.000e-04, eta: 1 day, 2:59:02, time: 1.890, data_time: 0.007, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8672, loss_cls: 1.2758, loss: 1.2758, grad_norm: 9.5485 2020-08-01 12:42:02,219 - mmaction - INFO - Epoch [87][2860/3757] lr: 1.000e-04, eta: 1 day, 2:58:24, time: 2.037, data_time: 0.011, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8859, loss_cls: 1.1587, loss: 1.1587, grad_norm: 8.9461 2020-08-01 12:42:39,001 - mmaction - INFO - Epoch [87][2880/3757] lr: 1.000e-04, eta: 1 day, 2:57:44, time: 1.830, data_time: 0.254, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8695, loss_cls: 1.2139, loss: 1.2139, grad_norm: 9.1572 2020-08-01 12:43:18,064 - mmaction - INFO - Epoch [87][2900/3757] lr: 1.000e-04, eta: 1 day, 2:57:05, time: 1.962, data_time: 0.810, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8664, loss_cls: 1.2749, loss: 1.2749, grad_norm: 9.3019 2020-08-01 12:43:59,762 - mmaction - INFO - Epoch [87][2920/3757] lr: 1.000e-04, eta: 1 day, 2:56:27, time: 2.078, data_time: 0.417, memory: 5170, top1_acc: 0.7391, top5_acc: 0.8969, loss_cls: 1.0901, loss: 1.0901, grad_norm: 8.7483 2020-08-01 12:44:36,610 - mmaction - INFO - Epoch [87][2940/3757] lr: 1.000e-04, eta: 1 day, 2:55:47, time: 1.847, data_time: 0.009, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8727, loss_cls: 1.1908, loss: 1.1908, grad_norm: 8.9997 2020-08-01 12:45:14,114 - mmaction - INFO - Epoch [87][2960/3757] lr: 1.000e-04, eta: 1 day, 2:55:08, time: 1.868, data_time: 0.124, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8883, loss_cls: 1.1565, loss: 1.1565, grad_norm: 8.9317 2020-08-01 12:45:54,406 - mmaction - INFO - Epoch [87][2980/3757] lr: 1.000e-04, eta: 1 day, 2:54:29, time: 2.019, data_time: 0.324, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8641, loss_cls: 1.3004, loss: 1.3004, grad_norm: 9.2335 2020-08-01 12:46:33,052 - mmaction - INFO - Epoch [87][3000/3757] lr: 1.000e-04, eta: 1 day, 2:53:50, time: 1.935, data_time: 0.010, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8836, loss_cls: 1.1909, loss: 1.1909, grad_norm: 9.0950 2020-08-01 12:47:13,928 - mmaction - INFO - Epoch [87][3020/3757] lr: 1.000e-04, eta: 1 day, 2:53:11, time: 2.044, data_time: 0.011, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8945, loss_cls: 1.1635, loss: 1.1635, grad_norm: 9.2285 2020-08-01 12:47:52,827 - mmaction - INFO - Epoch [87][3040/3757] lr: 1.000e-04, eta: 1 day, 2:52:32, time: 1.947, data_time: 0.008, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8688, loss_cls: 1.2616, loss: 1.2616, grad_norm: 9.5261 2020-08-01 12:48:30,849 - mmaction - INFO - Epoch [87][3060/3757] lr: 1.000e-04, eta: 1 day, 2:51:53, time: 1.901, data_time: 0.003, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8867, loss_cls: 1.2209, loss: 1.2209, grad_norm: 9.4221 2020-08-01 12:49:09,501 - mmaction - INFO - Epoch [87][3080/3757] lr: 1.000e-04, eta: 1 day, 2:51:14, time: 1.926, data_time: 0.007, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8773, loss_cls: 1.2089, loss: 1.2089, grad_norm: 8.8948 2020-08-01 12:49:49,665 - mmaction - INFO - Epoch [87][3100/3757] lr: 1.000e-04, eta: 1 day, 2:50:35, time: 2.013, data_time: 0.008, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8797, loss_cls: 1.2220, loss: 1.2220, grad_norm: 9.2593 2020-08-01 12:50:27,679 - mmaction - INFO - Epoch [87][3120/3757] lr: 1.000e-04, eta: 1 day, 2:49:56, time: 1.899, data_time: 0.010, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8898, loss_cls: 1.1072, loss: 1.1072, grad_norm: 9.0162 2020-08-01 12:51:09,920 - mmaction - INFO - Epoch [87][3140/3757] lr: 1.000e-04, eta: 1 day, 2:49:17, time: 2.115, data_time: 0.006, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8883, loss_cls: 1.1364, loss: 1.1364, grad_norm: 8.9400 2020-08-01 12:51:48,812 - mmaction - INFO - Epoch [87][3160/3757] lr: 1.000e-04, eta: 1 day, 2:48:38, time: 1.943, data_time: 0.009, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8914, loss_cls: 1.1112, loss: 1.1112, grad_norm: 8.8686 2020-08-01 12:52:25,850 - mmaction - INFO - Epoch [87][3180/3757] lr: 1.000e-04, eta: 1 day, 2:47:59, time: 1.847, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8727, loss_cls: 1.2337, loss: 1.2337, grad_norm: 9.2759 2020-08-01 12:53:04,472 - mmaction - INFO - Epoch [87][3200/3757] lr: 1.000e-04, eta: 1 day, 2:47:20, time: 1.937, data_time: 0.048, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8797, loss_cls: 1.2113, loss: 1.2113, grad_norm: 9.3443 2020-08-01 12:53:44,615 - mmaction - INFO - Epoch [87][3220/3757] lr: 1.000e-04, eta: 1 day, 2:46:41, time: 2.004, data_time: 0.159, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8789, loss_cls: 1.2155, loss: 1.2155, grad_norm: 8.9705 2020-08-01 12:54:22,315 - mmaction - INFO - Epoch [87][3240/3757] lr: 1.000e-04, eta: 1 day, 2:46:01, time: 1.881, data_time: 0.309, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8883, loss_cls: 1.1111, loss: 1.1111, grad_norm: 8.9603 2020-08-01 12:55:02,798 - mmaction - INFO - Epoch [87][3260/3757] lr: 1.000e-04, eta: 1 day, 2:45:23, time: 2.032, data_time: 0.176, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8930, loss_cls: 1.1190, loss: 1.1190, grad_norm: 8.7688 2020-08-01 12:55:37,695 - mmaction - INFO - Epoch [87][3280/3757] lr: 1.000e-04, eta: 1 day, 2:44:43, time: 1.744, data_time: 0.003, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8922, loss_cls: 1.0897, loss: 1.0897, grad_norm: 8.6245 2020-08-01 12:56:16,845 - mmaction - INFO - Epoch [87][3300/3757] lr: 1.000e-04, eta: 1 day, 2:44:04, time: 1.953, data_time: 0.098, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8773, loss_cls: 1.2038, loss: 1.2038, grad_norm: 9.0134 2020-08-01 12:56:55,319 - mmaction - INFO - Epoch [87][3320/3757] lr: 1.000e-04, eta: 1 day, 2:43:25, time: 1.928, data_time: 0.792, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8797, loss_cls: 1.2142, loss: 1.2142, grad_norm: 9.1385 2020-08-01 12:57:35,184 - mmaction - INFO - Epoch [87][3340/3757] lr: 1.000e-04, eta: 1 day, 2:42:46, time: 1.985, data_time: 0.472, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8773, loss_cls: 1.1858, loss: 1.1858, grad_norm: 8.9757 2020-08-01 12:58:13,398 - mmaction - INFO - Epoch [87][3360/3757] lr: 1.000e-04, eta: 1 day, 2:42:07, time: 1.918, data_time: 0.337, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8938, loss_cls: 1.1745, loss: 1.1745, grad_norm: 9.2225 2020-08-01 12:58:52,650 - mmaction - INFO - Epoch [87][3380/3757] lr: 1.000e-04, eta: 1 day, 2:41:28, time: 1.956, data_time: 0.115, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8859, loss_cls: 1.1872, loss: 1.1872, grad_norm: 9.1156 2020-08-01 12:59:31,505 - mmaction - INFO - Epoch [87][3400/3757] lr: 1.000e-04, eta: 1 day, 2:40:49, time: 1.948, data_time: 0.019, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8969, loss_cls: 1.0886, loss: 1.0886, grad_norm: 8.4951 2020-08-01 13:00:07,692 - mmaction - INFO - Epoch [87][3420/3757] lr: 1.000e-04, eta: 1 day, 2:40:09, time: 1.805, data_time: 0.030, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8898, loss_cls: 1.1816, loss: 1.1816, grad_norm: 9.0470 2020-08-01 13:00:49,173 - mmaction - INFO - Epoch [87][3440/3757] lr: 1.000e-04, eta: 1 day, 2:39:30, time: 2.078, data_time: 0.050, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8852, loss_cls: 1.1699, loss: 1.1699, grad_norm: 8.7611 2020-08-01 13:01:29,525 - mmaction - INFO - Epoch [87][3460/3757] lr: 1.000e-04, eta: 1 day, 2:38:52, time: 2.015, data_time: 0.010, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8852, loss_cls: 1.2015, loss: 1.2015, grad_norm: 9.1367 2020-08-01 13:02:07,808 - mmaction - INFO - Epoch [87][3480/3757] lr: 1.000e-04, eta: 1 day, 2:38:12, time: 1.917, data_time: 0.010, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8844, loss_cls: 1.1662, loss: 1.1662, grad_norm: 8.9336 2020-08-01 13:02:50,053 - mmaction - INFO - Epoch [87][3500/3757] lr: 1.000e-04, eta: 1 day, 2:37:34, time: 2.111, data_time: 0.010, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8680, loss_cls: 1.2392, loss: 1.2392, grad_norm: 9.0799 2020-08-01 13:03:25,043 - mmaction - INFO - Epoch [87][3520/3757] lr: 1.000e-04, eta: 1 day, 2:36:54, time: 1.752, data_time: 0.008, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8898, loss_cls: 1.1703, loss: 1.1703, grad_norm: 9.0926 2020-08-01 13:04:08,351 - mmaction - INFO - Epoch [87][3540/3757] lr: 1.000e-04, eta: 1 day, 2:36:16, time: 2.164, data_time: 0.065, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8789, loss_cls: 1.2330, loss: 1.2330, grad_norm: 9.1702 2020-08-01 13:04:45,835 - mmaction - INFO - Epoch [87][3560/3757] lr: 1.000e-04, eta: 1 day, 2:35:37, time: 1.876, data_time: 0.006, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8648, loss_cls: 1.2790, loss: 1.2790, grad_norm: 9.3687 2020-08-01 13:05:24,196 - mmaction - INFO - Epoch [87][3580/3757] lr: 1.000e-04, eta: 1 day, 2:34:57, time: 1.910, data_time: 0.008, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8891, loss_cls: 1.1461, loss: 1.1461, grad_norm: 9.0123 2020-08-01 13:06:01,345 - mmaction - INFO - Epoch [87][3600/3757] lr: 1.000e-04, eta: 1 day, 2:34:18, time: 1.864, data_time: 0.011, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8711, loss_cls: 1.2878, loss: 1.2878, grad_norm: 9.5680 2020-08-01 13:06:41,957 - mmaction - INFO - Epoch [87][3620/3757] lr: 1.000e-04, eta: 1 day, 2:33:39, time: 2.032, data_time: 0.024, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8789, loss_cls: 1.1822, loss: 1.1822, grad_norm: 9.1814 2020-08-01 13:07:19,508 - mmaction - INFO - Epoch [87][3640/3757] lr: 1.000e-04, eta: 1 day, 2:33:00, time: 1.877, data_time: 0.010, memory: 5170, top1_acc: 0.7305, top5_acc: 0.8891, loss_cls: 1.1047, loss: 1.1047, grad_norm: 8.8660 2020-08-01 13:07:58,680 - mmaction - INFO - Epoch [87][3660/3757] lr: 1.000e-04, eta: 1 day, 2:32:21, time: 1.958, data_time: 0.004, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8906, loss_cls: 1.1388, loss: 1.1388, grad_norm: 9.0217 2020-08-01 13:08:38,273 - mmaction - INFO - Epoch [87][3680/3757] lr: 1.000e-04, eta: 1 day, 2:31:42, time: 1.978, data_time: 0.008, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8891, loss_cls: 1.1127, loss: 1.1127, grad_norm: 8.6557 2020-08-01 13:09:16,667 - mmaction - INFO - Epoch [87][3700/3757] lr: 1.000e-04, eta: 1 day, 2:31:03, time: 1.923, data_time: 0.006, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8859, loss_cls: 1.1513, loss: 1.1513, grad_norm: 8.8657 2020-08-01 13:09:53,342 - mmaction - INFO - Epoch [87][3720/3757] lr: 1.000e-04, eta: 1 day, 2:30:23, time: 1.830, data_time: 0.007, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8750, loss_cls: 1.2376, loss: 1.2376, grad_norm: 9.5237 2020-08-01 13:10:32,758 - mmaction - INFO - Epoch [87][3740/3757] lr: 1.000e-04, eta: 1 day, 2:29:44, time: 1.968, data_time: 0.006, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8758, loss_cls: 1.2819, loss: 1.2819, grad_norm: 9.5247 2020-08-01 13:10:59,703 - mmaction - INFO - Saving checkpoint at 87 epochs 2020-08-01 13:11:58,710 - mmaction - INFO - Epoch [88][20/3757] lr: 1.000e-04, eta: 1 day, 2:28:30, time: 2.912, data_time: 1.129, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8711, loss_cls: 1.2401, loss: 1.2401, grad_norm: 9.3066 2020-08-01 13:12:37,136 - mmaction - INFO - Epoch [88][40/3757] lr: 1.000e-04, eta: 1 day, 2:27:51, time: 1.917, data_time: 0.019, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8852, loss_cls: 1.1766, loss: 1.1766, grad_norm: 9.0183 2020-08-01 13:13:13,667 - mmaction - INFO - Epoch [88][60/3757] lr: 1.000e-04, eta: 1 day, 2:27:12, time: 1.830, data_time: 0.043, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8836, loss_cls: 1.2449, loss: 1.2449, grad_norm: 9.3489 2020-08-01 13:13:53,037 - mmaction - INFO - Epoch [88][80/3757] lr: 1.000e-04, eta: 1 day, 2:26:33, time: 1.969, data_time: 0.298, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8703, loss_cls: 1.2467, loss: 1.2467, grad_norm: 9.2997 2020-08-01 13:14:32,881 - mmaction - INFO - Epoch [88][100/3757] lr: 1.000e-04, eta: 1 day, 2:25:54, time: 1.986, data_time: 0.550, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1381, loss: 1.1381, grad_norm: 8.7559 2020-08-01 13:15:11,083 - mmaction - INFO - Epoch [88][120/3757] lr: 1.000e-04, eta: 1 day, 2:25:14, time: 1.914, data_time: 0.203, memory: 5170, top1_acc: 0.7211, top5_acc: 0.9023, loss_cls: 1.1030, loss: 1.1030, grad_norm: 8.8554 2020-08-01 13:15:51,126 - mmaction - INFO - Epoch [88][140/3757] lr: 1.000e-04, eta: 1 day, 2:24:36, time: 2.004, data_time: 0.010, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8773, loss_cls: 1.2449, loss: 1.2449, grad_norm: 9.5235 2020-08-01 13:16:29,131 - mmaction - INFO - Epoch [88][160/3757] lr: 1.000e-04, eta: 1 day, 2:23:56, time: 1.892, data_time: 0.009, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8820, loss_cls: 1.1716, loss: 1.1716, grad_norm: 9.0254 2020-08-01 13:17:05,689 - mmaction - INFO - Epoch [88][180/3757] lr: 1.000e-04, eta: 1 day, 2:23:17, time: 1.835, data_time: 0.020, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8898, loss_cls: 1.1721, loss: 1.1721, grad_norm: 8.7811 2020-08-01 13:17:47,819 - mmaction - INFO - Epoch [88][200/3757] lr: 1.000e-04, eta: 1 day, 2:22:38, time: 2.099, data_time: 0.009, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8898, loss_cls: 1.1579, loss: 1.1579, grad_norm: 9.3109 2020-08-01 13:18:25,985 - mmaction - INFO - Epoch [88][220/3757] lr: 1.000e-04, eta: 1 day, 2:21:59, time: 1.918, data_time: 0.011, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8719, loss_cls: 1.2667, loss: 1.2667, grad_norm: 9.1939 2020-08-01 13:19:05,120 - mmaction - INFO - Epoch [88][240/3757] lr: 1.000e-04, eta: 1 day, 2:21:20, time: 1.952, data_time: 0.009, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8898, loss_cls: 1.1377, loss: 1.1377, grad_norm: 9.1495 2020-08-01 13:19:44,835 - mmaction - INFO - Epoch [88][260/3757] lr: 1.000e-04, eta: 1 day, 2:20:41, time: 1.988, data_time: 0.009, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8719, loss_cls: 1.2415, loss: 1.2415, grad_norm: 9.1322 2020-08-01 13:20:20,967 - mmaction - INFO - Epoch [88][280/3757] lr: 1.000e-04, eta: 1 day, 2:20:02, time: 1.798, data_time: 0.009, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8883, loss_cls: 1.1500, loss: 1.1500, grad_norm: 8.7603 2020-08-01 13:21:03,765 - mmaction - INFO - Epoch [88][300/3757] lr: 1.000e-04, eta: 1 day, 2:19:23, time: 2.149, data_time: 0.013, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8836, loss_cls: 1.1617, loss: 1.1617, grad_norm: 9.1773 2020-08-01 13:21:38,458 - mmaction - INFO - Epoch [88][320/3757] lr: 1.000e-04, eta: 1 day, 2:18:44, time: 1.736, data_time: 0.007, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8836, loss_cls: 1.1562, loss: 1.1562, grad_norm: 8.8266 2020-08-01 13:22:17,522 - mmaction - INFO - Epoch [88][340/3757] lr: 1.000e-04, eta: 1 day, 2:18:04, time: 1.944, data_time: 0.055, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8836, loss_cls: 1.1616, loss: 1.1616, grad_norm: 8.9980 2020-08-01 13:22:55,683 - mmaction - INFO - Epoch [88][360/3757] lr: 1.000e-04, eta: 1 day, 2:17:25, time: 1.916, data_time: 0.046, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8898, loss_cls: 1.1730, loss: 1.1730, grad_norm: 9.2160 2020-08-01 13:23:35,721 - mmaction - INFO - Epoch [88][380/3757] lr: 1.000e-04, eta: 1 day, 2:16:46, time: 1.996, data_time: 0.009, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8766, loss_cls: 1.2315, loss: 1.2315, grad_norm: 9.4060 2020-08-01 13:24:15,125 - mmaction - INFO - Epoch [88][400/3757] lr: 1.000e-04, eta: 1 day, 2:16:07, time: 1.977, data_time: 0.010, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8836, loss_cls: 1.1179, loss: 1.1179, grad_norm: 8.7451 2020-08-01 13:24:53,087 - mmaction - INFO - Epoch [88][420/3757] lr: 1.000e-04, eta: 1 day, 2:15:28, time: 1.898, data_time: 0.003, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8719, loss_cls: 1.2208, loss: 1.2208, grad_norm: 9.3901 2020-08-01 13:25:32,897 - mmaction - INFO - Epoch [88][440/3757] lr: 1.000e-04, eta: 1 day, 2:14:49, time: 1.988, data_time: 0.007, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8766, loss_cls: 1.2619, loss: 1.2619, grad_norm: 9.6899 2020-08-01 13:26:10,033 - mmaction - INFO - Epoch [88][460/3757] lr: 1.000e-04, eta: 1 day, 2:14:10, time: 1.859, data_time: 0.080, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8820, loss_cls: 1.1875, loss: 1.1875, grad_norm: 9.0614 2020-08-01 13:26:49,952 - mmaction - INFO - Epoch [88][480/3757] lr: 1.000e-04, eta: 1 day, 2:13:31, time: 1.989, data_time: 0.169, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8766, loss_cls: 1.2226, loss: 1.2226, grad_norm: 9.3287 2020-08-01 13:27:26,916 - mmaction - INFO - Epoch [88][500/3757] lr: 1.000e-04, eta: 1 day, 2:12:52, time: 1.857, data_time: 0.011, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8648, loss_cls: 1.2720, loss: 1.2720, grad_norm: 9.4311 2020-08-01 13:28:05,132 - mmaction - INFO - Epoch [88][520/3757] lr: 1.000e-04, eta: 1 day, 2:12:13, time: 1.908, data_time: 0.043, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8727, loss_cls: 1.2520, loss: 1.2520, grad_norm: 9.4636 2020-08-01 13:28:43,550 - mmaction - INFO - Epoch [88][540/3757] lr: 1.000e-04, eta: 1 day, 2:11:33, time: 1.920, data_time: 0.552, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8820, loss_cls: 1.1978, loss: 1.1978, grad_norm: 9.1493 2020-08-01 13:29:21,955 - mmaction - INFO - Epoch [88][560/3757] lr: 1.000e-04, eta: 1 day, 2:10:54, time: 1.916, data_time: 0.833, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8672, loss_cls: 1.2368, loss: 1.2368, grad_norm: 9.3174 2020-08-01 13:30:02,372 - mmaction - INFO - Epoch [88][580/3757] lr: 1.000e-04, eta: 1 day, 2:10:15, time: 2.027, data_time: 0.918, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8562, loss_cls: 1.2739, loss: 1.2739, grad_norm: 9.2331 2020-08-01 13:30:42,934 - mmaction - INFO - Epoch [88][600/3757] lr: 1.000e-04, eta: 1 day, 2:09:37, time: 2.026, data_time: 0.123, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8805, loss_cls: 1.1947, loss: 1.1947, grad_norm: 9.1292 2020-08-01 13:31:21,310 - mmaction - INFO - Epoch [88][620/3757] lr: 1.000e-04, eta: 1 day, 2:08:57, time: 1.922, data_time: 0.011, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8766, loss_cls: 1.1960, loss: 1.1960, grad_norm: 8.9183 2020-08-01 13:31:56,828 - mmaction - INFO - Epoch [88][640/3757] lr: 1.000e-04, eta: 1 day, 2:08:18, time: 1.776, data_time: 0.336, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8680, loss_cls: 1.2635, loss: 1.2635, grad_norm: 9.2107 2020-08-01 13:32:36,787 - mmaction - INFO - Epoch [88][660/3757] lr: 1.000e-04, eta: 1 day, 2:07:39, time: 1.992, data_time: 1.322, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8844, loss_cls: 1.1681, loss: 1.1681, grad_norm: 9.3143 2020-08-01 13:33:16,350 - mmaction - INFO - Epoch [88][680/3757] lr: 1.000e-04, eta: 1 day, 2:07:00, time: 1.984, data_time: 1.189, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8820, loss_cls: 1.2091, loss: 1.2091, grad_norm: 9.1533 2020-08-01 13:33:56,638 - mmaction - INFO - Epoch [88][700/3757] lr: 1.000e-04, eta: 1 day, 2:06:21, time: 2.008, data_time: 1.106, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8812, loss_cls: 1.2227, loss: 1.2227, grad_norm: 9.3060 2020-08-01 13:34:38,762 - mmaction - INFO - Epoch [88][720/3757] lr: 1.000e-04, eta: 1 day, 2:05:43, time: 2.112, data_time: 0.840, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8906, loss_cls: 1.1206, loss: 1.1206, grad_norm: 8.7941 2020-08-01 13:35:14,237 - mmaction - INFO - Epoch [88][740/3757] lr: 1.000e-04, eta: 1 day, 2:05:03, time: 1.774, data_time: 0.636, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8852, loss_cls: 1.1495, loss: 1.1495, grad_norm: 8.9338 2020-08-01 13:35:55,226 - mmaction - INFO - Epoch [88][760/3757] lr: 1.000e-04, eta: 1 day, 2:04:24, time: 2.050, data_time: 1.254, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8797, loss_cls: 1.2169, loss: 1.2169, grad_norm: 9.0151 2020-08-01 13:36:36,100 - mmaction - INFO - Epoch [88][780/3757] lr: 1.000e-04, eta: 1 day, 2:03:45, time: 2.042, data_time: 0.772, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8758, loss_cls: 1.2212, loss: 1.2212, grad_norm: 9.1990 2020-08-01 13:37:14,363 - mmaction - INFO - Epoch [88][800/3757] lr: 1.000e-04, eta: 1 day, 2:03:06, time: 1.915, data_time: 0.426, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8922, loss_cls: 1.1477, loss: 1.1477, grad_norm: 9.0091 2020-08-01 13:37:57,972 - mmaction - INFO - Epoch [88][820/3757] lr: 1.000e-04, eta: 1 day, 2:02:28, time: 2.176, data_time: 0.007, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8727, loss_cls: 1.2528, loss: 1.2528, grad_norm: 9.2113 2020-08-01 13:38:31,129 - mmaction - INFO - Epoch [88][840/3757] lr: 1.000e-04, eta: 1 day, 2:01:48, time: 1.663, data_time: 0.011, memory: 5170, top1_acc: 0.7367, top5_acc: 0.8961, loss_cls: 1.1151, loss: 1.1151, grad_norm: 8.9882 2020-08-01 13:39:10,251 - mmaction - INFO - Epoch [88][860/3757] lr: 1.000e-04, eta: 1 day, 2:01:09, time: 1.950, data_time: 0.598, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8648, loss_cls: 1.2791, loss: 1.2791, grad_norm: 9.3218 2020-08-01 13:39:50,793 - mmaction - INFO - Epoch [88][880/3757] lr: 1.000e-04, eta: 1 day, 2:00:30, time: 2.031, data_time: 0.783, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8680, loss_cls: 1.2562, loss: 1.2562, grad_norm: 9.4325 2020-08-01 13:40:33,541 - mmaction - INFO - Epoch [88][900/3757] lr: 1.000e-04, eta: 1 day, 1:59:52, time: 2.136, data_time: 0.408, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8734, loss_cls: 1.2602, loss: 1.2602, grad_norm: 9.5450 2020-08-01 13:41:13,155 - mmaction - INFO - Epoch [88][920/3757] lr: 1.000e-04, eta: 1 day, 1:59:13, time: 1.985, data_time: 0.007, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8727, loss_cls: 1.2640, loss: 1.2640, grad_norm: 9.4641 2020-08-01 13:41:51,165 - mmaction - INFO - Epoch [88][940/3757] lr: 1.000e-04, eta: 1 day, 1:58:33, time: 1.892, data_time: 0.006, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8758, loss_cls: 1.2140, loss: 1.2140, grad_norm: 9.2684 2020-08-01 13:42:26,221 - mmaction - INFO - Epoch [88][960/3757] lr: 1.000e-04, eta: 1 day, 1:57:54, time: 1.757, data_time: 0.011, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8844, loss_cls: 1.1376, loss: 1.1376, grad_norm: 8.9184 2020-08-01 13:43:06,532 - mmaction - INFO - Epoch [88][980/3757] lr: 1.000e-04, eta: 1 day, 1:57:15, time: 2.012, data_time: 0.007, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8992, loss_cls: 1.1299, loss: 1.1299, grad_norm: 9.4515 2020-08-01 13:43:45,024 - mmaction - INFO - Epoch [88][1000/3757] lr: 1.000e-04, eta: 1 day, 1:56:36, time: 1.932, data_time: 0.009, memory: 5170, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.3421, loss: 1.3421, grad_norm: 9.9292 2020-08-01 13:44:22,563 - mmaction - INFO - Epoch [88][1020/3757] lr: 1.000e-04, eta: 1 day, 1:55:57, time: 1.876, data_time: 0.008, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8875, loss_cls: 1.1882, loss: 1.1882, grad_norm: 9.0766 2020-08-01 13:45:01,062 - mmaction - INFO - Epoch [88][1040/3757] lr: 1.000e-04, eta: 1 day, 1:55:18, time: 1.926, data_time: 0.007, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8852, loss_cls: 1.1592, loss: 1.1592, grad_norm: 9.1615 2020-08-01 13:45:38,842 - mmaction - INFO - Epoch [88][1060/3757] lr: 1.000e-04, eta: 1 day, 1:54:38, time: 1.882, data_time: 0.301, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8859, loss_cls: 1.1198, loss: 1.1198, grad_norm: 8.7786 2020-08-01 13:46:15,829 - mmaction - INFO - Epoch [88][1080/3757] lr: 1.000e-04, eta: 1 day, 1:53:59, time: 1.855, data_time: 0.432, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8672, loss_cls: 1.2688, loss: 1.2688, grad_norm: 9.4185 2020-08-01 13:46:54,875 - mmaction - INFO - Epoch [88][1100/3757] lr: 1.000e-04, eta: 1 day, 1:53:20, time: 1.954, data_time: 0.137, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8836, loss_cls: 1.1820, loss: 1.1820, grad_norm: 9.0387 2020-08-01 13:47:34,020 - mmaction - INFO - Epoch [88][1120/3757] lr: 1.000e-04, eta: 1 day, 1:52:41, time: 1.955, data_time: 0.003, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8727, loss_cls: 1.2417, loss: 1.2417, grad_norm: 9.4776 2020-08-01 13:48:11,331 - mmaction - INFO - Epoch [88][1140/3757] lr: 1.000e-04, eta: 1 day, 1:52:02, time: 1.859, data_time: 0.010, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8742, loss_cls: 1.2390, loss: 1.2390, grad_norm: 9.1234 2020-08-01 13:48:50,361 - mmaction - INFO - Epoch [88][1160/3757] lr: 1.000e-04, eta: 1 day, 1:51:23, time: 1.959, data_time: 0.012, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8836, loss_cls: 1.1633, loss: 1.1633, grad_norm: 9.0969 2020-08-01 13:49:32,169 - mmaction - INFO - Epoch [88][1180/3757] lr: 1.000e-04, eta: 1 day, 1:50:44, time: 2.092, data_time: 0.010, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8664, loss_cls: 1.2848, loss: 1.2848, grad_norm: 9.3956 2020-08-01 13:50:11,715 - mmaction - INFO - Epoch [88][1200/3757] lr: 1.000e-04, eta: 1 day, 1:50:05, time: 1.977, data_time: 0.002, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8789, loss_cls: 1.2074, loss: 1.2074, grad_norm: 9.2871 2020-08-01 13:50:51,643 - mmaction - INFO - Epoch [88][1220/3757] lr: 1.000e-04, eta: 1 day, 1:49:26, time: 1.997, data_time: 0.003, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8797, loss_cls: 1.2006, loss: 1.2006, grad_norm: 9.1920 2020-08-01 13:51:30,017 - mmaction - INFO - Epoch [88][1240/3757] lr: 1.000e-04, eta: 1 day, 1:48:47, time: 1.911, data_time: 0.231, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8828, loss_cls: 1.1820, loss: 1.1820, grad_norm: 9.0684 2020-08-01 13:52:09,593 - mmaction - INFO - Epoch [88][1260/3757] lr: 1.000e-04, eta: 1 day, 1:48:08, time: 1.986, data_time: 0.902, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8906, loss_cls: 1.1905, loss: 1.1905, grad_norm: 9.2355 2020-08-01 13:52:48,748 - mmaction - INFO - Epoch [88][1280/3757] lr: 1.000e-04, eta: 1 day, 1:47:29, time: 1.952, data_time: 0.888, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8719, loss_cls: 1.2777, loss: 1.2777, grad_norm: 9.5637 2020-08-01 13:53:25,264 - mmaction - INFO - Epoch [88][1300/3757] lr: 1.000e-04, eta: 1 day, 1:46:49, time: 1.831, data_time: 0.382, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8617, loss_cls: 1.2725, loss: 1.2725, grad_norm: 9.2743 2020-08-01 13:54:08,971 - mmaction - INFO - Epoch [88][1320/3757] lr: 1.000e-04, eta: 1 day, 1:46:11, time: 2.184, data_time: 0.019, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8844, loss_cls: 1.1445, loss: 1.1445, grad_norm: 9.0202 2020-08-01 13:54:48,412 - mmaction - INFO - Epoch [88][1340/3757] lr: 1.000e-04, eta: 1 day, 1:45:32, time: 1.972, data_time: 0.003, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8781, loss_cls: 1.2013, loss: 1.2013, grad_norm: 9.0261 2020-08-01 13:55:26,818 - mmaction - INFO - Epoch [88][1360/3757] lr: 1.000e-04, eta: 1 day, 1:44:53, time: 1.916, data_time: 0.008, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8859, loss_cls: 1.1964, loss: 1.1964, grad_norm: 9.0675 2020-08-01 13:56:07,281 - mmaction - INFO - Epoch [88][1380/3757] lr: 1.000e-04, eta: 1 day, 1:44:14, time: 2.030, data_time: 0.009, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8734, loss_cls: 1.2299, loss: 1.2299, grad_norm: 9.1182 2020-08-01 13:56:46,042 - mmaction - INFO - Epoch [88][1400/3757] lr: 1.000e-04, eta: 1 day, 1:43:35, time: 1.928, data_time: 0.005, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8883, loss_cls: 1.1536, loss: 1.1536, grad_norm: 9.0186 2020-08-01 13:57:25,899 - mmaction - INFO - Epoch [88][1420/3757] lr: 1.000e-04, eta: 1 day, 1:42:56, time: 2.001, data_time: 0.011, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8695, loss_cls: 1.2003, loss: 1.2003, grad_norm: 9.0040 2020-08-01 13:58:01,776 - mmaction - INFO - Epoch [88][1440/3757] lr: 1.000e-04, eta: 1 day, 1:42:17, time: 1.791, data_time: 0.077, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8781, loss_cls: 1.1800, loss: 1.1800, grad_norm: 9.0621 2020-08-01 13:58:45,878 - mmaction - INFO - Epoch [88][1460/3757] lr: 1.000e-04, eta: 1 day, 1:41:38, time: 2.209, data_time: 0.300, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8836, loss_cls: 1.2075, loss: 1.2075, grad_norm: 9.0596 2020-08-01 13:59:21,699 - mmaction - INFO - Epoch [88][1480/3757] lr: 1.000e-04, eta: 1 day, 1:40:59, time: 1.785, data_time: 0.323, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8805, loss_cls: 1.2016, loss: 1.2016, grad_norm: 9.2784 2020-08-01 14:00:00,369 - mmaction - INFO - Epoch [88][1500/3757] lr: 1.000e-04, eta: 1 day, 1:40:20, time: 1.939, data_time: 0.008, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8727, loss_cls: 1.2433, loss: 1.2433, grad_norm: 9.3139 2020-08-01 14:00:39,711 - mmaction - INFO - Epoch [88][1520/3757] lr: 1.000e-04, eta: 1 day, 1:39:41, time: 1.946, data_time: 0.009, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8914, loss_cls: 1.1615, loss: 1.1615, grad_norm: 8.9717 2020-08-01 14:01:19,167 - mmaction - INFO - Epoch [88][1540/3757] lr: 1.000e-04, eta: 1 day, 1:39:02, time: 1.994, data_time: 0.048, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8836, loss_cls: 1.1723, loss: 1.1723, grad_norm: 8.8430 2020-08-01 14:02:01,474 - mmaction - INFO - Epoch [88][1560/3757] lr: 1.000e-04, eta: 1 day, 1:38:23, time: 2.113, data_time: 0.009, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8836, loss_cls: 1.2356, loss: 1.2356, grad_norm: 9.3203 2020-08-01 14:02:37,587 - mmaction - INFO - Epoch [88][1580/3757] lr: 1.000e-04, eta: 1 day, 1:37:44, time: 1.802, data_time: 0.008, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8719, loss_cls: 1.2212, loss: 1.2212, grad_norm: 9.2121 2020-08-01 14:03:17,556 - mmaction - INFO - Epoch [88][1600/3757] lr: 1.000e-04, eta: 1 day, 1:37:05, time: 2.005, data_time: 0.009, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8789, loss_cls: 1.2246, loss: 1.2246, grad_norm: 9.2647 2020-08-01 14:03:54,487 - mmaction - INFO - Epoch [88][1620/3757] lr: 1.000e-04, eta: 1 day, 1:36:25, time: 1.843, data_time: 0.013, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8844, loss_cls: 1.2372, loss: 1.2372, grad_norm: 9.2136 2020-08-01 14:04:37,411 - mmaction - INFO - Epoch [88][1640/3757] lr: 1.000e-04, eta: 1 day, 1:35:47, time: 2.148, data_time: 0.010, memory: 5170, top1_acc: 0.7172, top5_acc: 0.9008, loss_cls: 1.1347, loss: 1.1347, grad_norm: 8.9149 2020-08-01 14:05:17,072 - mmaction - INFO - Epoch [88][1660/3757] lr: 1.000e-04, eta: 1 day, 1:35:08, time: 1.985, data_time: 0.011, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8727, loss_cls: 1.2308, loss: 1.2308, grad_norm: 9.1848 2020-08-01 14:05:56,986 - mmaction - INFO - Epoch [88][1680/3757] lr: 1.000e-04, eta: 1 day, 1:34:29, time: 1.995, data_time: 0.003, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8562, loss_cls: 1.3150, loss: 1.3150, grad_norm: 9.5700 2020-08-01 14:06:34,065 - mmaction - INFO - Epoch [88][1700/3757] lr: 1.000e-04, eta: 1 day, 1:33:50, time: 1.855, data_time: 0.008, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8812, loss_cls: 1.1656, loss: 1.1656, grad_norm: 9.0543 2020-08-01 14:07:10,109 - mmaction - INFO - Epoch [88][1720/3757] lr: 1.000e-04, eta: 1 day, 1:33:10, time: 1.803, data_time: 0.003, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8773, loss_cls: 1.2104, loss: 1.2104, grad_norm: 9.2402 2020-08-01 14:07:47,410 - mmaction - INFO - Epoch [88][1740/3757] lr: 1.000e-04, eta: 1 day, 1:32:31, time: 1.856, data_time: 0.050, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8781, loss_cls: 1.1868, loss: 1.1868, grad_norm: 9.1051 2020-08-01 14:08:29,538 - mmaction - INFO - Epoch [88][1760/3757] lr: 1.000e-04, eta: 1 day, 1:31:52, time: 2.114, data_time: 0.259, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8641, loss_cls: 1.2814, loss: 1.2814, grad_norm: 9.2099 2020-08-01 14:09:08,281 - mmaction - INFO - Epoch [88][1780/3757] lr: 1.000e-04, eta: 1 day, 1:31:13, time: 1.934, data_time: 0.109, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8844, loss_cls: 1.1409, loss: 1.1409, grad_norm: 9.1099 2020-08-01 14:09:47,694 - mmaction - INFO - Epoch [88][1800/3757] lr: 1.000e-04, eta: 1 day, 1:30:34, time: 1.972, data_time: 0.016, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8727, loss_cls: 1.2349, loss: 1.2349, grad_norm: 9.1224 2020-08-01 14:10:25,073 - mmaction - INFO - Epoch [88][1820/3757] lr: 1.000e-04, eta: 1 day, 1:29:55, time: 1.865, data_time: 0.610, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8711, loss_cls: 1.2259, loss: 1.2259, grad_norm: 9.4565 2020-08-01 14:11:05,143 - mmaction - INFO - Epoch [88][1840/3757] lr: 1.000e-04, eta: 1 day, 1:29:16, time: 2.007, data_time: 0.558, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8727, loss_cls: 1.2508, loss: 1.2508, grad_norm: 9.5160 2020-08-01 14:11:43,821 - mmaction - INFO - Epoch [88][1860/3757] lr: 1.000e-04, eta: 1 day, 1:28:37, time: 1.929, data_time: 0.329, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8914, loss_cls: 1.1678, loss: 1.1678, grad_norm: 9.2714 2020-08-01 14:12:20,868 - mmaction - INFO - Epoch [88][1880/3757] lr: 1.000e-04, eta: 1 day, 1:27:58, time: 1.852, data_time: 0.209, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8867, loss_cls: 1.1203, loss: 1.1203, grad_norm: 8.8290 2020-08-01 14:12:58,847 - mmaction - INFO - Epoch [88][1900/3757] lr: 1.000e-04, eta: 1 day, 1:27:18, time: 1.907, data_time: 0.298, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8805, loss_cls: 1.2324, loss: 1.2324, grad_norm: 9.2236 2020-08-01 14:13:36,760 - mmaction - INFO - Epoch [88][1920/3757] lr: 1.000e-04, eta: 1 day, 1:26:39, time: 1.895, data_time: 0.152, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8680, loss_cls: 1.2516, loss: 1.2516, grad_norm: 9.1260 2020-08-01 14:14:17,021 - mmaction - INFO - Epoch [88][1940/3757] lr: 1.000e-04, eta: 1 day, 1:26:00, time: 2.009, data_time: 0.354, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8750, loss_cls: 1.2495, loss: 1.2495, grad_norm: 9.3817 2020-08-01 14:14:56,520 - mmaction - INFO - Epoch [88][1960/3757] lr: 1.000e-04, eta: 1 day, 1:25:21, time: 1.978, data_time: 0.147, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8836, loss_cls: 1.1760, loss: 1.1760, grad_norm: 9.1132 2020-08-01 14:15:37,582 - mmaction - INFO - Epoch [88][1980/3757] lr: 1.000e-04, eta: 1 day, 1:24:43, time: 2.052, data_time: 0.009, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8906, loss_cls: 1.1385, loss: 1.1385, grad_norm: 8.8487 2020-08-01 14:16:19,036 - mmaction - INFO - Epoch [88][2000/3757] lr: 1.000e-04, eta: 1 day, 1:24:04, time: 2.070, data_time: 0.008, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8719, loss_cls: 1.2500, loss: 1.2500, grad_norm: 9.4107 2020-08-01 14:16:53,982 - mmaction - INFO - Epoch [88][2020/3757] lr: 1.000e-04, eta: 1 day, 1:23:24, time: 1.753, data_time: 0.008, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8641, loss_cls: 1.2489, loss: 1.2489, grad_norm: 9.1322 2020-08-01 14:17:29,953 - mmaction - INFO - Epoch [88][2040/3757] lr: 1.000e-04, eta: 1 day, 1:22:45, time: 1.795, data_time: 0.177, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8883, loss_cls: 1.1350, loss: 1.1350, grad_norm: 8.9295 2020-08-01 14:18:12,087 - mmaction - INFO - Epoch [88][2060/3757] lr: 1.000e-04, eta: 1 day, 1:22:06, time: 2.109, data_time: 0.009, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8773, loss_cls: 1.2014, loss: 1.2014, grad_norm: 8.9382 2020-08-01 14:18:50,745 - mmaction - INFO - Epoch [88][2080/3757] lr: 1.000e-04, eta: 1 day, 1:21:27, time: 1.928, data_time: 0.013, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8938, loss_cls: 1.1270, loss: 1.1270, grad_norm: 8.8873 2020-08-01 14:19:28,608 - mmaction - INFO - Epoch [88][2100/3757] lr: 1.000e-04, eta: 1 day, 1:20:48, time: 1.898, data_time: 0.009, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8805, loss_cls: 1.1409, loss: 1.1409, grad_norm: 8.8083 2020-08-01 14:20:05,072 - mmaction - INFO - Epoch [88][2120/3757] lr: 1.000e-04, eta: 1 day, 1:20:08, time: 1.825, data_time: 0.009, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8680, loss_cls: 1.1891, loss: 1.1891, grad_norm: 9.0289 2020-08-01 14:20:45,559 - mmaction - INFO - Epoch [88][2140/3757] lr: 1.000e-04, eta: 1 day, 1:19:30, time: 2.021, data_time: 0.002, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8797, loss_cls: 1.2167, loss: 1.2167, grad_norm: 9.3835 2020-08-01 14:21:26,847 - mmaction - INFO - Epoch [88][2160/3757] lr: 1.000e-04, eta: 1 day, 1:18:51, time: 2.068, data_time: 0.011, memory: 5170, top1_acc: 0.7234, top5_acc: 0.9031, loss_cls: 1.0899, loss: 1.0899, grad_norm: 9.0058 2020-08-01 14:22:03,709 - mmaction - INFO - Epoch [88][2180/3757] lr: 1.000e-04, eta: 1 day, 1:18:12, time: 1.842, data_time: 0.002, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8867, loss_cls: 1.1701, loss: 1.1701, grad_norm: 9.3531 2020-08-01 14:22:42,739 - mmaction - INFO - Epoch [88][2200/3757] lr: 1.000e-04, eta: 1 day, 1:17:33, time: 1.946, data_time: 0.008, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8617, loss_cls: 1.2896, loss: 1.2896, grad_norm: 9.3671 2020-08-01 14:23:21,747 - mmaction - INFO - Epoch [88][2220/3757] lr: 1.000e-04, eta: 1 day, 1:16:53, time: 1.948, data_time: 0.009, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8859, loss_cls: 1.2107, loss: 1.2107, grad_norm: 9.5442 2020-08-01 14:23:55,860 - mmaction - INFO - Epoch [88][2240/3757] lr: 1.000e-04, eta: 1 day, 1:16:14, time: 1.715, data_time: 0.025, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8695, loss_cls: 1.2277, loss: 1.2277, grad_norm: 9.2717 2020-08-01 14:24:37,077 - mmaction - INFO - Epoch [88][2260/3757] lr: 1.000e-04, eta: 1 day, 1:15:35, time: 2.055, data_time: 0.113, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8820, loss_cls: 1.1581, loss: 1.1581, grad_norm: 9.1039 2020-08-01 14:25:17,864 - mmaction - INFO - Epoch [88][2280/3757] lr: 1.000e-04, eta: 1 day, 1:14:56, time: 2.042, data_time: 0.009, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8867, loss_cls: 1.1914, loss: 1.1914, grad_norm: 9.1237 2020-08-01 14:25:55,200 - mmaction - INFO - Epoch [88][2300/3757] lr: 1.000e-04, eta: 1 day, 1:14:17, time: 1.869, data_time: 0.008, memory: 5170, top1_acc: 0.7352, top5_acc: 0.8992, loss_cls: 1.1001, loss: 1.1001, grad_norm: 9.0215 2020-08-01 14:26:35,239 - mmaction - INFO - Epoch [88][2320/3757] lr: 1.000e-04, eta: 1 day, 1:13:38, time: 2.002, data_time: 0.009, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8680, loss_cls: 1.2714, loss: 1.2714, grad_norm: 9.3165 2020-08-01 14:27:14,245 - mmaction - INFO - Epoch [88][2340/3757] lr: 1.000e-04, eta: 1 day, 1:12:59, time: 1.950, data_time: 0.004, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8836, loss_cls: 1.1830, loss: 1.1830, grad_norm: 9.1045 2020-08-01 14:27:55,206 - mmaction - INFO - Epoch [88][2360/3757] lr: 1.000e-04, eta: 1 day, 1:12:20, time: 2.046, data_time: 0.009, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8797, loss_cls: 1.1993, loss: 1.1993, grad_norm: 9.1562 2020-08-01 14:28:30,856 - mmaction - INFO - Epoch [88][2380/3757] lr: 1.000e-04, eta: 1 day, 1:11:41, time: 1.785, data_time: 0.008, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8727, loss_cls: 1.2300, loss: 1.2300, grad_norm: 9.2876 2020-08-01 14:29:12,155 - mmaction - INFO - Epoch [88][2400/3757] lr: 1.000e-04, eta: 1 day, 1:11:02, time: 2.062, data_time: 0.008, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8914, loss_cls: 1.1181, loss: 1.1181, grad_norm: 8.9206 2020-08-01 14:29:47,403 - mmaction - INFO - Epoch [88][2420/3757] lr: 1.000e-04, eta: 1 day, 1:10:22, time: 1.765, data_time: 0.089, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8789, loss_cls: 1.2098, loss: 1.2098, grad_norm: 9.1793 2020-08-01 14:30:27,033 - mmaction - INFO - Epoch [88][2440/3757] lr: 1.000e-04, eta: 1 day, 1:09:43, time: 1.977, data_time: 0.007, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8859, loss_cls: 1.1125, loss: 1.1125, grad_norm: 8.9151 2020-08-01 14:31:08,091 - mmaction - INFO - Epoch [88][2460/3757] lr: 1.000e-04, eta: 1 day, 1:09:05, time: 2.057, data_time: 0.014, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8734, loss_cls: 1.2975, loss: 1.2975, grad_norm: 9.5817 2020-08-01 14:31:44,075 - mmaction - INFO - Epoch [88][2480/3757] lr: 1.000e-04, eta: 1 day, 1:08:25, time: 1.796, data_time: 0.008, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8789, loss_cls: 1.1878, loss: 1.1878, grad_norm: 9.2811 2020-08-01 14:32:23,163 - mmaction - INFO - Epoch [88][2500/3757] lr: 1.000e-04, eta: 1 day, 1:07:46, time: 1.958, data_time: 0.009, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8719, loss_cls: 1.3091, loss: 1.3091, grad_norm: 9.5111 2020-08-01 14:33:03,740 - mmaction - INFO - Epoch [88][2520/3757] lr: 1.000e-04, eta: 1 day, 1:07:07, time: 2.024, data_time: 0.009, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8750, loss_cls: 1.2451, loss: 1.2451, grad_norm: 9.5118 2020-08-01 14:33:39,403 - mmaction - INFO - Epoch [88][2540/3757] lr: 1.000e-04, eta: 1 day, 1:06:28, time: 1.789, data_time: 0.018, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8812, loss_cls: 1.2211, loss: 1.2211, grad_norm: 9.1615 2020-08-01 14:34:22,355 - mmaction - INFO - Epoch [88][2560/3757] lr: 1.000e-04, eta: 1 day, 1:05:49, time: 2.140, data_time: 1.139, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8609, loss_cls: 1.2708, loss: 1.2708, grad_norm: 8.9543 2020-08-01 14:34:58,881 - mmaction - INFO - Epoch [88][2580/3757] lr: 1.000e-04, eta: 1 day, 1:05:10, time: 1.833, data_time: 1.239, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8836, loss_cls: 1.1701, loss: 1.1701, grad_norm: 8.9891 2020-08-01 14:35:37,165 - mmaction - INFO - Epoch [88][2600/3757] lr: 1.000e-04, eta: 1 day, 1:04:31, time: 1.916, data_time: 1.320, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8922, loss_cls: 1.1360, loss: 1.1360, grad_norm: 9.0664 2020-08-01 14:36:16,214 - mmaction - INFO - Epoch [88][2620/3757] lr: 1.000e-04, eta: 1 day, 1:03:52, time: 1.944, data_time: 0.633, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8719, loss_cls: 1.2395, loss: 1.2395, grad_norm: 9.2128 2020-08-01 14:36:57,496 - mmaction - INFO - Epoch [88][2640/3757] lr: 1.000e-04, eta: 1 day, 1:03:13, time: 2.072, data_time: 0.025, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8875, loss_cls: 1.1734, loss: 1.1734, grad_norm: 8.8916 2020-08-01 14:37:37,670 - mmaction - INFO - Epoch [88][2660/3757] lr: 1.000e-04, eta: 1 day, 1:02:34, time: 2.000, data_time: 0.008, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8680, loss_cls: 1.2567, loss: 1.2567, grad_norm: 9.1133 2020-08-01 14:38:13,938 - mmaction - INFO - Epoch [88][2680/3757] lr: 1.000e-04, eta: 1 day, 1:01:55, time: 1.821, data_time: 0.011, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8828, loss_cls: 1.2261, loss: 1.2261, grad_norm: 9.2016 2020-08-01 14:38:57,780 - mmaction - INFO - Epoch [88][2700/3757] lr: 1.000e-04, eta: 1 day, 1:01:16, time: 2.188, data_time: 0.008, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8688, loss_cls: 1.2473, loss: 1.2473, grad_norm: 9.0320 2020-08-01 14:39:34,678 - mmaction - INFO - Epoch [88][2720/3757] lr: 1.000e-04, eta: 1 day, 1:00:37, time: 1.849, data_time: 0.097, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8742, loss_cls: 1.2069, loss: 1.2069, grad_norm: 8.9996 2020-08-01 14:40:14,045 - mmaction - INFO - Epoch [88][2740/3757] lr: 1.000e-04, eta: 1 day, 0:59:58, time: 1.965, data_time: 0.080, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8688, loss_cls: 1.2381, loss: 1.2381, grad_norm: 9.0150 2020-08-01 14:40:51,232 - mmaction - INFO - Epoch [88][2760/3757] lr: 1.000e-04, eta: 1 day, 0:59:19, time: 1.863, data_time: 0.009, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8742, loss_cls: 1.2726, loss: 1.2726, grad_norm: 9.4787 2020-08-01 14:41:31,100 - mmaction - INFO - Epoch [88][2780/3757] lr: 1.000e-04, eta: 1 day, 0:58:40, time: 1.994, data_time: 0.024, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8734, loss_cls: 1.2530, loss: 1.2530, grad_norm: 9.1650 2020-08-01 14:42:11,938 - mmaction - INFO - Epoch [88][2800/3757] lr: 1.000e-04, eta: 1 day, 0:58:01, time: 2.038, data_time: 0.003, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8742, loss_cls: 1.1900, loss: 1.1900, grad_norm: 8.9718 2020-08-01 14:42:52,597 - mmaction - INFO - Epoch [88][2820/3757] lr: 1.000e-04, eta: 1 day, 0:57:22, time: 2.037, data_time: 0.179, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8664, loss_cls: 1.2790, loss: 1.2790, grad_norm: 9.2445 2020-08-01 14:43:29,634 - mmaction - INFO - Epoch [88][2840/3757] lr: 1.000e-04, eta: 1 day, 0:56:43, time: 1.852, data_time: 0.118, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8867, loss_cls: 1.1755, loss: 1.1755, grad_norm: 9.4390 2020-08-01 14:44:07,042 - mmaction - INFO - Epoch [88][2860/3757] lr: 1.000e-04, eta: 1 day, 0:56:03, time: 1.869, data_time: 0.044, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8836, loss_cls: 1.2127, loss: 1.2127, grad_norm: 9.4217 2020-08-01 14:44:46,365 - mmaction - INFO - Epoch [88][2880/3757] lr: 1.000e-04, eta: 1 day, 0:55:24, time: 1.967, data_time: 0.068, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8938, loss_cls: 1.1058, loss: 1.1058, grad_norm: 8.8469 2020-08-01 14:45:26,790 - mmaction - INFO - Epoch [88][2900/3757] lr: 1.000e-04, eta: 1 day, 0:54:46, time: 2.014, data_time: 0.294, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8844, loss_cls: 1.1612, loss: 1.1612, grad_norm: 9.1208 2020-08-01 14:46:05,030 - mmaction - INFO - Epoch [88][2920/3757] lr: 1.000e-04, eta: 1 day, 0:54:06, time: 1.919, data_time: 0.010, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8812, loss_cls: 1.1584, loss: 1.1584, grad_norm: 8.9243 2020-08-01 14:46:46,455 - mmaction - INFO - Epoch [88][2940/3757] lr: 1.000e-04, eta: 1 day, 0:53:28, time: 2.064, data_time: 0.010, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8812, loss_cls: 1.2443, loss: 1.2443, grad_norm: 9.4695 2020-08-01 14:47:21,146 - mmaction - INFO - Epoch [88][2960/3757] lr: 1.000e-04, eta: 1 day, 0:52:48, time: 1.740, data_time: 0.010, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8930, loss_cls: 1.1171, loss: 1.1171, grad_norm: 8.7315 2020-08-01 14:48:03,650 - mmaction - INFO - Epoch [88][2980/3757] lr: 1.000e-04, eta: 1 day, 0:52:10, time: 2.119, data_time: 0.011, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8773, loss_cls: 1.2426, loss: 1.2426, grad_norm: 9.2451 2020-08-01 14:48:42,862 - mmaction - INFO - Epoch [88][3000/3757] lr: 1.000e-04, eta: 1 day, 0:51:31, time: 1.969, data_time: 0.011, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8898, loss_cls: 1.1499, loss: 1.1499, grad_norm: 8.9036 2020-08-01 14:49:20,119 - mmaction - INFO - Epoch [88][3020/3757] lr: 1.000e-04, eta: 1 day, 0:50:51, time: 1.854, data_time: 0.008, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8820, loss_cls: 1.1824, loss: 1.1824, grad_norm: 8.8219 2020-08-01 14:49:58,510 - mmaction - INFO - Epoch [88][3040/3757] lr: 1.000e-04, eta: 1 day, 0:50:12, time: 1.926, data_time: 0.117, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8867, loss_cls: 1.1927, loss: 1.1927, grad_norm: 9.3608 2020-08-01 14:50:38,623 - mmaction - INFO - Epoch [88][3060/3757] lr: 1.000e-04, eta: 1 day, 0:49:33, time: 2.003, data_time: 0.196, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8680, loss_cls: 1.2769, loss: 1.2769, grad_norm: 9.4631 2020-08-01 14:51:17,143 - mmaction - INFO - Epoch [88][3080/3757] lr: 1.000e-04, eta: 1 day, 0:48:54, time: 1.927, data_time: 0.061, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8773, loss_cls: 1.2155, loss: 1.2155, grad_norm: 9.2623 2020-08-01 14:51:55,911 - mmaction - INFO - Epoch [88][3100/3757] lr: 1.000e-04, eta: 1 day, 0:48:15, time: 1.940, data_time: 0.066, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8883, loss_cls: 1.1532, loss: 1.1532, grad_norm: 9.1478 2020-08-01 14:52:38,246 - mmaction - INFO - Epoch [88][3120/3757] lr: 1.000e-04, eta: 1 day, 0:47:36, time: 2.115, data_time: 0.267, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8891, loss_cls: 1.1546, loss: 1.1546, grad_norm: 9.1988 2020-08-01 14:53:18,221 - mmaction - INFO - Epoch [88][3140/3757] lr: 1.000e-04, eta: 1 day, 0:46:57, time: 1.993, data_time: 0.012, memory: 5170, top1_acc: 0.7344, top5_acc: 0.8828, loss_cls: 1.1156, loss: 1.1156, grad_norm: 8.7181 2020-08-01 14:53:54,067 - mmaction - INFO - Epoch [88][3160/3757] lr: 1.000e-04, eta: 1 day, 0:46:18, time: 1.800, data_time: 0.018, memory: 5170, top1_acc: 0.7234, top5_acc: 0.9000, loss_cls: 1.1116, loss: 1.1116, grad_norm: 9.0591 2020-08-01 14:54:30,796 - mmaction - INFO - Epoch [88][3180/3757] lr: 1.000e-04, eta: 1 day, 0:45:39, time: 1.838, data_time: 0.021, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8727, loss_cls: 1.2742, loss: 1.2742, grad_norm: 9.3800 2020-08-01 14:55:13,799 - mmaction - INFO - Epoch [88][3200/3757] lr: 1.000e-04, eta: 1 day, 0:45:00, time: 2.146, data_time: 0.008, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8805, loss_cls: 1.1785, loss: 1.1785, grad_norm: 9.1374 2020-08-01 14:55:50,507 - mmaction - INFO - Epoch [88][3220/3757] lr: 1.000e-04, eta: 1 day, 0:44:21, time: 1.838, data_time: 0.008, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8859, loss_cls: 1.1707, loss: 1.1707, grad_norm: 9.0384 2020-08-01 14:56:32,194 - mmaction - INFO - Epoch [88][3240/3757] lr: 1.000e-04, eta: 1 day, 0:43:42, time: 2.078, data_time: 0.125, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8844, loss_cls: 1.1728, loss: 1.1728, grad_norm: 9.4359 2020-08-01 14:57:10,168 - mmaction - INFO - Epoch [88][3260/3757] lr: 1.000e-04, eta: 1 day, 0:43:03, time: 1.905, data_time: 0.597, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8859, loss_cls: 1.1359, loss: 1.1359, grad_norm: 8.9468 2020-08-01 14:57:48,902 - mmaction - INFO - Epoch [88][3280/3757] lr: 1.000e-04, eta: 1 day, 0:42:24, time: 1.931, data_time: 0.121, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8883, loss_cls: 1.1344, loss: 1.1344, grad_norm: 8.9731 2020-08-01 14:58:27,384 - mmaction - INFO - Epoch [88][3300/3757] lr: 1.000e-04, eta: 1 day, 0:41:45, time: 1.929, data_time: 0.044, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8648, loss_cls: 1.2355, loss: 1.2355, grad_norm: 9.6084 2020-08-01 14:59:06,527 - mmaction - INFO - Epoch [88][3320/3757] lr: 1.000e-04, eta: 1 day, 0:41:06, time: 1.949, data_time: 0.111, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8891, loss_cls: 1.1541, loss: 1.1541, grad_norm: 9.1186 2020-08-01 14:59:46,577 - mmaction - INFO - Epoch [88][3340/3757] lr: 1.000e-04, eta: 1 day, 0:40:27, time: 2.012, data_time: 0.012, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8758, loss_cls: 1.2217, loss: 1.2217, grad_norm: 9.4320 2020-08-01 15:00:27,888 - mmaction - INFO - Epoch [88][3360/3757] lr: 1.000e-04, eta: 1 day, 0:39:48, time: 2.050, data_time: 0.011, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8844, loss_cls: 1.1754, loss: 1.1754, grad_norm: 9.0877 2020-08-01 15:01:06,510 - mmaction - INFO - Epoch [88][3380/3757] lr: 1.000e-04, eta: 1 day, 0:39:09, time: 1.945, data_time: 0.029, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8898, loss_cls: 1.2434, loss: 1.2434, grad_norm: 9.4156 2020-08-01 15:01:43,662 - mmaction - INFO - Epoch [88][3400/3757] lr: 1.000e-04, eta: 1 day, 0:38:30, time: 1.859, data_time: 0.165, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8805, loss_cls: 1.1967, loss: 1.1967, grad_norm: 9.2133 2020-08-01 15:02:21,775 - mmaction - INFO - Epoch [88][3420/3757] lr: 1.000e-04, eta: 1 day, 0:37:50, time: 1.905, data_time: 0.043, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8727, loss_cls: 1.2229, loss: 1.2229, grad_norm: 9.3102 2020-08-01 15:03:02,862 - mmaction - INFO - Epoch [88][3440/3757] lr: 1.000e-04, eta: 1 day, 0:37:12, time: 2.054, data_time: 1.143, memory: 5170, top1_acc: 0.7398, top5_acc: 0.8992, loss_cls: 1.0800, loss: 1.0800, grad_norm: 8.7460 2020-08-01 15:03:41,105 - mmaction - INFO - Epoch [88][3460/3757] lr: 1.000e-04, eta: 1 day, 0:36:33, time: 1.904, data_time: 1.016, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8828, loss_cls: 1.1926, loss: 1.1926, grad_norm: 9.1726 2020-08-01 15:04:19,636 - mmaction - INFO - Epoch [88][3480/3757] lr: 1.000e-04, eta: 1 day, 0:35:53, time: 1.929, data_time: 0.083, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8852, loss_cls: 1.1880, loss: 1.1880, grad_norm: 8.9662 2020-08-01 15:04:58,938 - mmaction - INFO - Epoch [88][3500/3757] lr: 1.000e-04, eta: 1 day, 0:35:14, time: 1.969, data_time: 0.009, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8781, loss_cls: 1.2163, loss: 1.2163, grad_norm: 9.2838 2020-08-01 15:05:32,507 - mmaction - INFO - Epoch [88][3520/3757] lr: 1.000e-04, eta: 1 day, 0:34:35, time: 1.680, data_time: 0.004, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8805, loss_cls: 1.1971, loss: 1.1971, grad_norm: 9.1077 2020-08-01 15:06:12,893 - mmaction - INFO - Epoch [88][3540/3757] lr: 1.000e-04, eta: 1 day, 0:33:56, time: 2.016, data_time: 0.424, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8844, loss_cls: 1.2329, loss: 1.2329, grad_norm: 9.4639 2020-08-01 15:06:50,109 - mmaction - INFO - Epoch [88][3560/3757] lr: 1.000e-04, eta: 1 day, 0:33:16, time: 1.863, data_time: 0.200, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8789, loss_cls: 1.1914, loss: 1.1914, grad_norm: 8.9977 2020-08-01 15:07:29,602 - mmaction - INFO - Epoch [88][3580/3757] lr: 1.000e-04, eta: 1 day, 0:32:37, time: 1.976, data_time: 0.293, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8812, loss_cls: 1.1900, loss: 1.1900, grad_norm: 9.3589 2020-08-01 15:08:09,277 - mmaction - INFO - Epoch [88][3600/3757] lr: 1.000e-04, eta: 1 day, 0:31:59, time: 1.983, data_time: 0.158, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8750, loss_cls: 1.1904, loss: 1.1904, grad_norm: 9.0923 2020-08-01 15:08:48,428 - mmaction - INFO - Epoch [88][3620/3757] lr: 1.000e-04, eta: 1 day, 0:31:19, time: 1.951, data_time: 0.008, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8852, loss_cls: 1.1647, loss: 1.1647, grad_norm: 8.9098 2020-08-01 15:09:25,617 - mmaction - INFO - Epoch [88][3640/3757] lr: 1.000e-04, eta: 1 day, 0:30:40, time: 1.866, data_time: 0.036, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8727, loss_cls: 1.2651, loss: 1.2651, grad_norm: 9.3630 2020-08-01 15:10:07,145 - mmaction - INFO - Epoch [88][3660/3757] lr: 1.000e-04, eta: 1 day, 0:30:01, time: 2.078, data_time: 0.725, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8781, loss_cls: 1.2371, loss: 1.2371, grad_norm: 9.3438 2020-08-01 15:10:47,361 - mmaction - INFO - Epoch [88][3680/3757] lr: 1.000e-04, eta: 1 day, 0:29:23, time: 2.011, data_time: 0.584, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8797, loss_cls: 1.1999, loss: 1.1999, grad_norm: 9.3574 2020-08-01 15:11:25,013 - mmaction - INFO - Epoch [88][3700/3757] lr: 1.000e-04, eta: 1 day, 0:28:43, time: 1.882, data_time: 0.100, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8789, loss_cls: 1.1587, loss: 1.1587, grad_norm: 8.9787 2020-08-01 15:12:01,430 - mmaction - INFO - Epoch [88][3720/3757] lr: 1.000e-04, eta: 1 day, 0:28:04, time: 1.813, data_time: 0.052, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8781, loss_cls: 1.2623, loss: 1.2623, grad_norm: 9.6122 2020-08-01 15:12:43,768 - mmaction - INFO - Epoch [88][3740/3757] lr: 1.000e-04, eta: 1 day, 0:27:25, time: 2.126, data_time: 0.014, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8906, loss_cls: 1.1443, loss: 1.1443, grad_norm: 9.0906 2020-08-01 15:13:08,202 - mmaction - INFO - Saving checkpoint at 88 epochs 2020-08-01 15:14:03,284 - mmaction - INFO - Epoch [89][20/3757] lr: 1.000e-04, eta: 1 day, 0:26:11, time: 2.703, data_time: 0.661, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8531, loss_cls: 1.2525, loss: 1.2525, grad_norm: 9.3367 2020-08-01 15:14:40,518 - mmaction - INFO - Epoch [89][40/3757] lr: 1.000e-04, eta: 1 day, 0:25:31, time: 1.859, data_time: 0.002, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8891, loss_cls: 1.1342, loss: 1.1342, grad_norm: 9.1401 2020-08-01 15:15:19,287 - mmaction - INFO - Epoch [89][60/3757] lr: 1.000e-04, eta: 1 day, 0:24:52, time: 1.937, data_time: 0.110, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8906, loss_cls: 1.1648, loss: 1.1648, grad_norm: 9.2350 2020-08-01 15:16:03,470 - mmaction - INFO - Epoch [89][80/3757] lr: 1.000e-04, eta: 1 day, 0:24:14, time: 2.206, data_time: 0.009, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8742, loss_cls: 1.2286, loss: 1.2286, grad_norm: 9.0510 2020-08-01 15:16:36,095 - mmaction - INFO - Epoch [89][100/3757] lr: 1.000e-04, eta: 1 day, 0:23:34, time: 1.638, data_time: 0.014, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8773, loss_cls: 1.2365, loss: 1.2365, grad_norm: 9.3502 2020-08-01 15:17:18,035 - mmaction - INFO - Epoch [89][120/3757] lr: 1.000e-04, eta: 1 day, 0:22:55, time: 2.090, data_time: 0.519, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8555, loss_cls: 1.3173, loss: 1.3173, grad_norm: 9.5595 2020-08-01 15:17:57,384 - mmaction - INFO - Epoch [89][140/3757] lr: 1.000e-04, eta: 1 day, 0:22:16, time: 1.975, data_time: 0.826, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8797, loss_cls: 1.2016, loss: 1.2016, grad_norm: 9.0377 2020-08-01 15:18:33,956 - mmaction - INFO - Epoch [89][160/3757] lr: 1.000e-04, eta: 1 day, 0:21:37, time: 1.822, data_time: 0.807, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8727, loss_cls: 1.1969, loss: 1.1969, grad_norm: 8.9677 2020-08-01 15:19:12,165 - mmaction - INFO - Epoch [89][180/3757] lr: 1.000e-04, eta: 1 day, 0:20:58, time: 1.916, data_time: 0.011, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8766, loss_cls: 1.2516, loss: 1.2516, grad_norm: 9.3110 2020-08-01 15:19:52,037 - mmaction - INFO - Epoch [89][200/3757] lr: 1.000e-04, eta: 1 day, 0:20:19, time: 1.989, data_time: 0.011, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8625, loss_cls: 1.2859, loss: 1.2859, grad_norm: 9.4632 2020-08-01 15:20:31,525 - mmaction - INFO - Epoch [89][220/3757] lr: 1.000e-04, eta: 1 day, 0:19:40, time: 1.974, data_time: 0.189, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8875, loss_cls: 1.1777, loss: 1.1777, grad_norm: 9.2653 2020-08-01 15:21:09,912 - mmaction - INFO - Epoch [89][240/3757] lr: 1.000e-04, eta: 1 day, 0:19:01, time: 1.926, data_time: 0.987, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1583, loss: 1.1583, grad_norm: 9.0411 2020-08-01 15:21:47,975 - mmaction - INFO - Epoch [89][260/3757] lr: 1.000e-04, eta: 1 day, 0:18:22, time: 1.899, data_time: 1.115, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8812, loss_cls: 1.2003, loss: 1.2003, grad_norm: 9.2781 2020-08-01 15:22:28,450 - mmaction - INFO - Epoch [89][280/3757] lr: 1.000e-04, eta: 1 day, 0:17:43, time: 2.026, data_time: 1.116, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8867, loss_cls: 1.1477, loss: 1.1477, grad_norm: 9.1117 2020-08-01 15:23:04,223 - mmaction - INFO - Epoch [89][300/3757] lr: 1.000e-04, eta: 1 day, 0:17:03, time: 1.790, data_time: 0.961, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8844, loss_cls: 1.1486, loss: 1.1486, grad_norm: 9.0019 2020-08-01 15:23:43,106 - mmaction - INFO - Epoch [89][320/3757] lr: 1.000e-04, eta: 1 day, 0:16:24, time: 1.943, data_time: 0.365, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8719, loss_cls: 1.2293, loss: 1.2293, grad_norm: 9.3291 2020-08-01 15:24:23,456 - mmaction - INFO - Epoch [89][340/3757] lr: 1.000e-04, eta: 1 day, 0:15:45, time: 2.014, data_time: 0.813, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8820, loss_cls: 1.1466, loss: 1.1466, grad_norm: 9.1161 2020-08-01 15:25:00,613 - mmaction - INFO - Epoch [89][360/3757] lr: 1.000e-04, eta: 1 day, 0:15:06, time: 1.862, data_time: 0.100, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8727, loss_cls: 1.2894, loss: 1.2894, grad_norm: 9.4561 2020-08-01 15:25:39,253 - mmaction - INFO - Epoch [89][380/3757] lr: 1.000e-04, eta: 1 day, 0:14:27, time: 1.924, data_time: 0.008, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8891, loss_cls: 1.1490, loss: 1.1490, grad_norm: 8.8259 2020-08-01 15:26:17,445 - mmaction - INFO - Epoch [89][400/3757] lr: 1.000e-04, eta: 1 day, 0:13:48, time: 1.914, data_time: 0.649, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8766, loss_cls: 1.2117, loss: 1.2117, grad_norm: 9.2185 2020-08-01 15:26:58,892 - mmaction - INFO - Epoch [89][420/3757] lr: 1.000e-04, eta: 1 day, 0:13:09, time: 2.065, data_time: 0.032, memory: 5170, top1_acc: 0.7047, top5_acc: 0.9008, loss_cls: 1.1406, loss: 1.1406, grad_norm: 9.3310 2020-08-01 15:27:39,246 - mmaction - INFO - Epoch [89][440/3757] lr: 1.000e-04, eta: 1 day, 0:12:30, time: 2.026, data_time: 0.014, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8688, loss_cls: 1.2310, loss: 1.2310, grad_norm: 9.3472 2020-08-01 15:28:15,279 - mmaction - INFO - Epoch [89][460/3757] lr: 1.000e-04, eta: 1 day, 0:11:51, time: 1.804, data_time: 0.010, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8766, loss_cls: 1.1907, loss: 1.1907, grad_norm: 9.0360 2020-08-01 15:28:55,906 - mmaction - INFO - Epoch [89][480/3757] lr: 1.000e-04, eta: 1 day, 0:11:12, time: 2.032, data_time: 0.027, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8898, loss_cls: 1.1238, loss: 1.1238, grad_norm: 8.9494 2020-08-01 15:29:36,056 - mmaction - INFO - Epoch [89][500/3757] lr: 1.000e-04, eta: 1 day, 0:10:33, time: 2.003, data_time: 0.002, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8789, loss_cls: 1.1922, loss: 1.1922, grad_norm: 9.1430 2020-08-01 15:30:11,955 - mmaction - INFO - Epoch [89][520/3757] lr: 1.000e-04, eta: 1 day, 0:09:54, time: 1.799, data_time: 0.010, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8922, loss_cls: 1.1303, loss: 1.1303, grad_norm: 9.0007 2020-08-01 15:30:53,605 - mmaction - INFO - Epoch [89][540/3757] lr: 1.000e-04, eta: 1 day, 0:09:15, time: 2.080, data_time: 0.004, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8656, loss_cls: 1.2985, loss: 1.2985, grad_norm: 9.3642 2020-08-01 15:31:28,588 - mmaction - INFO - Epoch [89][560/3757] lr: 1.000e-04, eta: 1 day, 0:08:35, time: 1.751, data_time: 0.010, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8797, loss_cls: 1.2063, loss: 1.2063, grad_norm: 9.2215 2020-08-01 15:32:09,454 - mmaction - INFO - Epoch [89][580/3757] lr: 1.000e-04, eta: 1 day, 0:07:57, time: 2.036, data_time: 0.009, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8797, loss_cls: 1.2131, loss: 1.2131, grad_norm: 9.3880 2020-08-01 15:32:44,959 - mmaction - INFO - Epoch [89][600/3757] lr: 1.000e-04, eta: 1 day, 0:07:17, time: 1.783, data_time: 0.016, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8797, loss_cls: 1.1733, loss: 1.1733, grad_norm: 9.2441 2020-08-01 15:33:25,394 - mmaction - INFO - Epoch [89][620/3757] lr: 1.000e-04, eta: 1 day, 0:06:38, time: 2.020, data_time: 0.030, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8844, loss_cls: 1.1720, loss: 1.1720, grad_norm: 9.2680 2020-08-01 15:34:00,923 - mmaction - INFO - Epoch [89][640/3757] lr: 1.000e-04, eta: 1 day, 0:05:59, time: 1.779, data_time: 0.004, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8703, loss_cls: 1.2478, loss: 1.2478, grad_norm: 9.3214 2020-08-01 15:34:39,572 - mmaction - INFO - Epoch [89][660/3757] lr: 1.000e-04, eta: 1 day, 0:05:20, time: 1.924, data_time: 0.008, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8711, loss_cls: 1.2134, loss: 1.2134, grad_norm: 9.0296 2020-08-01 15:35:21,106 - mmaction - INFO - Epoch [89][680/3757] lr: 1.000e-04, eta: 1 day, 0:04:41, time: 2.076, data_time: 0.010, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8828, loss_cls: 1.1474, loss: 1.1474, grad_norm: 8.7874 2020-08-01 15:35:57,511 - mmaction - INFO - Epoch [89][700/3757] lr: 1.000e-04, eta: 1 day, 0:04:01, time: 1.827, data_time: 0.016, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8766, loss_cls: 1.1591, loss: 1.1591, grad_norm: 8.9373 2020-08-01 15:36:34,940 - mmaction - INFO - Epoch [89][720/3757] lr: 1.000e-04, eta: 1 day, 0:03:22, time: 1.863, data_time: 0.009, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8719, loss_cls: 1.2421, loss: 1.2421, grad_norm: 9.2808 2020-08-01 15:37:18,154 - mmaction - INFO - Epoch [89][740/3757] lr: 1.000e-04, eta: 1 day, 0:02:44, time: 2.168, data_time: 0.012, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8531, loss_cls: 1.3287, loss: 1.3287, grad_norm: 9.5591 2020-08-01 15:37:59,053 - mmaction - INFO - Epoch [89][760/3757] lr: 1.000e-04, eta: 1 day, 0:02:05, time: 2.039, data_time: 0.010, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8820, loss_cls: 1.2002, loss: 1.2002, grad_norm: 9.0813 2020-08-01 15:38:36,057 - mmaction - INFO - Epoch [89][780/3757] lr: 1.000e-04, eta: 1 day, 0:01:26, time: 1.858, data_time: 0.010, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8797, loss_cls: 1.1382, loss: 1.1382, grad_norm: 8.8659 2020-08-01 15:39:16,814 - mmaction - INFO - Epoch [89][800/3757] lr: 1.000e-04, eta: 1 day, 0:00:47, time: 2.030, data_time: 0.009, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8953, loss_cls: 1.0995, loss: 1.0995, grad_norm: 8.8494 2020-08-01 15:39:56,244 - mmaction - INFO - Epoch [89][820/3757] lr: 1.000e-04, eta: 1 day, 0:00:08, time: 1.979, data_time: 0.011, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8852, loss_cls: 1.1668, loss: 1.1668, grad_norm: 8.9521 2020-08-01 15:40:37,760 - mmaction - INFO - Epoch [89][840/3757] lr: 1.000e-04, eta: 23:59:29, time: 2.072, data_time: 0.014, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8758, loss_cls: 1.2164, loss: 1.2164, grad_norm: 9.2142 2020-08-01 15:41:18,287 - mmaction - INFO - Epoch [89][860/3757] lr: 1.000e-04, eta: 23:58:50, time: 2.031, data_time: 0.029, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8875, loss_cls: 1.1521, loss: 1.1521, grad_norm: 8.8091 2020-08-01 15:41:56,163 - mmaction - INFO - Epoch [89][880/3757] lr: 1.000e-04, eta: 23:58:11, time: 1.892, data_time: 0.002, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1847, loss: 1.1847, grad_norm: 9.1165 2020-08-01 15:42:35,015 - mmaction - INFO - Epoch [89][900/3757] lr: 1.000e-04, eta: 23:57:32, time: 1.936, data_time: 0.039, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8922, loss_cls: 1.1321, loss: 1.1321, grad_norm: 8.9081 2020-08-01 15:43:12,520 - mmaction - INFO - Epoch [89][920/3757] lr: 1.000e-04, eta: 23:56:53, time: 1.884, data_time: 0.010, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8828, loss_cls: 1.1938, loss: 1.1938, grad_norm: 9.2037 2020-08-01 15:43:49,915 - mmaction - INFO - Epoch [89][940/3757] lr: 1.000e-04, eta: 23:56:13, time: 1.863, data_time: 0.007, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8828, loss_cls: 1.1947, loss: 1.1947, grad_norm: 9.1119 2020-08-01 15:44:29,465 - mmaction - INFO - Epoch [89][960/3757] lr: 1.000e-04, eta: 23:55:34, time: 1.979, data_time: 0.095, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8883, loss_cls: 1.1639, loss: 1.1639, grad_norm: 8.8108 2020-08-01 15:45:11,054 - mmaction - INFO - Epoch [89][980/3757] lr: 1.000e-04, eta: 23:54:56, time: 2.084, data_time: 0.684, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8750, loss_cls: 1.2261, loss: 1.2261, grad_norm: 9.3661 2020-08-01 15:45:52,108 - mmaction - INFO - Epoch [89][1000/3757] lr: 1.000e-04, eta: 23:54:17, time: 2.053, data_time: 0.462, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8789, loss_cls: 1.2232, loss: 1.2232, grad_norm: 9.3130 2020-08-01 15:46:29,805 - mmaction - INFO - Epoch [89][1020/3757] lr: 1.000e-04, eta: 23:53:38, time: 1.884, data_time: 0.036, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8734, loss_cls: 1.2485, loss: 1.2485, grad_norm: 9.6096 2020-08-01 15:47:05,039 - mmaction - INFO - Epoch [89][1040/3757] lr: 1.000e-04, eta: 23:52:58, time: 1.761, data_time: 0.004, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8797, loss_cls: 1.2055, loss: 1.2055, grad_norm: 9.3571 2020-08-01 15:47:46,478 - mmaction - INFO - Epoch [89][1060/3757] lr: 1.000e-04, eta: 23:52:19, time: 2.065, data_time: 0.308, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8891, loss_cls: 1.2035, loss: 1.2035, grad_norm: 9.2348 2020-08-01 15:48:24,941 - mmaction - INFO - Epoch [89][1080/3757] lr: 1.000e-04, eta: 23:51:40, time: 1.932, data_time: 0.660, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8844, loss_cls: 1.1860, loss: 1.1860, grad_norm: 9.0651 2020-08-01 15:49:04,571 - mmaction - INFO - Epoch [89][1100/3757] lr: 1.000e-04, eta: 23:51:01, time: 1.976, data_time: 0.833, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8609, loss_cls: 1.2916, loss: 1.2916, grad_norm: 9.3601 2020-08-01 15:49:44,594 - mmaction - INFO - Epoch [89][1120/3757] lr: 1.000e-04, eta: 23:50:23, time: 2.007, data_time: 0.015, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8805, loss_cls: 1.2439, loss: 1.2439, grad_norm: 9.1345 2020-08-01 15:50:22,069 - mmaction - INFO - Epoch [89][1140/3757] lr: 1.000e-04, eta: 23:49:43, time: 1.868, data_time: 0.008, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8883, loss_cls: 1.1507, loss: 1.1507, grad_norm: 9.4360 2020-08-01 15:50:59,778 - mmaction - INFO - Epoch [89][1160/3757] lr: 1.000e-04, eta: 23:49:04, time: 1.892, data_time: 0.043, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8719, loss_cls: 1.1915, loss: 1.1915, grad_norm: 9.0643 2020-08-01 15:51:41,874 - mmaction - INFO - Epoch [89][1180/3757] lr: 1.000e-04, eta: 23:48:25, time: 2.102, data_time: 0.002, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8750, loss_cls: 1.2320, loss: 1.2320, grad_norm: 9.3465 2020-08-01 15:52:19,326 - mmaction - INFO - Epoch [89][1200/3757] lr: 1.000e-04, eta: 23:47:46, time: 1.872, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8719, loss_cls: 1.2525, loss: 1.2525, grad_norm: 9.3005 2020-08-01 15:53:01,155 - mmaction - INFO - Epoch [89][1220/3757] lr: 1.000e-04, eta: 23:47:07, time: 2.090, data_time: 0.011, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8758, loss_cls: 1.1981, loss: 1.1981, grad_norm: 9.1132 2020-08-01 15:53:37,944 - mmaction - INFO - Epoch [89][1240/3757] lr: 1.000e-04, eta: 23:46:28, time: 1.844, data_time: 0.110, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8797, loss_cls: 1.1754, loss: 1.1754, grad_norm: 9.0829 2020-08-01 15:54:19,719 - mmaction - INFO - Epoch [89][1260/3757] lr: 1.000e-04, eta: 23:45:49, time: 2.082, data_time: 0.908, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8594, loss_cls: 1.2798, loss: 1.2798, grad_norm: 9.3232 2020-08-01 15:55:00,006 - mmaction - INFO - Epoch [89][1280/3757] lr: 1.000e-04, eta: 23:45:11, time: 2.021, data_time: 1.165, memory: 5170, top1_acc: 0.7281, top5_acc: 0.9000, loss_cls: 1.0990, loss: 1.0990, grad_norm: 8.8537 2020-08-01 15:55:38,404 - mmaction - INFO - Epoch [89][1300/3757] lr: 1.000e-04, eta: 23:44:31, time: 1.910, data_time: 1.052, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8883, loss_cls: 1.2061, loss: 1.2061, grad_norm: 9.3574 2020-08-01 15:56:16,299 - mmaction - INFO - Epoch [89][1320/3757] lr: 1.000e-04, eta: 23:43:52, time: 1.903, data_time: 0.322, memory: 5170, top1_acc: 0.7266, top5_acc: 0.9023, loss_cls: 1.1215, loss: 1.1215, grad_norm: 9.1082 2020-08-01 15:56:58,100 - mmaction - INFO - Epoch [89][1340/3757] lr: 1.000e-04, eta: 23:43:14, time: 2.092, data_time: 0.073, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8617, loss_cls: 1.2591, loss: 1.2591, grad_norm: 9.2104 2020-08-01 15:57:34,394 - mmaction - INFO - Epoch [89][1360/3757] lr: 1.000e-04, eta: 23:42:34, time: 1.815, data_time: 0.033, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8859, loss_cls: 1.2266, loss: 1.2266, grad_norm: 9.1557 2020-08-01 15:58:13,769 - mmaction - INFO - Epoch [89][1380/3757] lr: 1.000e-04, eta: 23:41:55, time: 1.964, data_time: 0.007, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8844, loss_cls: 1.1423, loss: 1.1423, grad_norm: 9.0181 2020-08-01 15:58:51,365 - mmaction - INFO - Epoch [89][1400/3757] lr: 1.000e-04, eta: 23:41:16, time: 1.883, data_time: 0.009, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8891, loss_cls: 1.1796, loss: 1.1796, grad_norm: 9.1588 2020-08-01 15:59:30,576 - mmaction - INFO - Epoch [89][1420/3757] lr: 1.000e-04, eta: 23:40:37, time: 1.962, data_time: 0.008, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8875, loss_cls: 1.1405, loss: 1.1405, grad_norm: 9.1749 2020-08-01 16:00:11,767 - mmaction - INFO - Epoch [89][1440/3757] lr: 1.000e-04, eta: 23:39:58, time: 2.053, data_time: 0.168, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8875, loss_cls: 1.1320, loss: 1.1320, grad_norm: 9.0558 2020-08-01 16:00:48,697 - mmaction - INFO - Epoch [89][1460/3757] lr: 1.000e-04, eta: 23:39:19, time: 1.853, data_time: 0.019, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8727, loss_cls: 1.2192, loss: 1.2192, grad_norm: 9.2270 2020-08-01 16:01:28,568 - mmaction - INFO - Epoch [89][1480/3757] lr: 1.000e-04, eta: 23:38:40, time: 1.989, data_time: 0.008, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8859, loss_cls: 1.1521, loss: 1.1521, grad_norm: 9.0817 2020-08-01 16:02:08,775 - mmaction - INFO - Epoch [89][1500/3757] lr: 1.000e-04, eta: 23:38:01, time: 2.014, data_time: 0.010, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8781, loss_cls: 1.1688, loss: 1.1688, grad_norm: 8.9374 2020-08-01 16:02:48,244 - mmaction - INFO - Epoch [89][1520/3757] lr: 1.000e-04, eta: 23:37:22, time: 1.967, data_time: 0.007, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8711, loss_cls: 1.2729, loss: 1.2729, grad_norm: 9.2937 2020-08-01 16:03:23,648 - mmaction - INFO - Epoch [89][1540/3757] lr: 1.000e-04, eta: 23:36:43, time: 1.777, data_time: 0.016, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8641, loss_cls: 1.2640, loss: 1.2640, grad_norm: 9.2479 2020-08-01 16:04:04,887 - mmaction - INFO - Epoch [89][1560/3757] lr: 1.000e-04, eta: 23:36:04, time: 2.062, data_time: 0.024, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8828, loss_cls: 1.2043, loss: 1.2043, grad_norm: 9.3602 2020-08-01 16:04:42,428 - mmaction - INFO - Epoch [89][1580/3757] lr: 1.000e-04, eta: 23:35:25, time: 1.876, data_time: 0.630, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8734, loss_cls: 1.2587, loss: 1.2587, grad_norm: 9.5978 2020-08-01 16:05:21,109 - mmaction - INFO - Epoch [89][1600/3757] lr: 1.000e-04, eta: 23:34:45, time: 1.924, data_time: 0.021, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8805, loss_cls: 1.1779, loss: 1.1779, grad_norm: 8.8575 2020-08-01 16:05:59,323 - mmaction - INFO - Epoch [89][1620/3757] lr: 1.000e-04, eta: 23:34:06, time: 1.922, data_time: 0.171, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8852, loss_cls: 1.1872, loss: 1.1872, grad_norm: 9.0929 2020-08-01 16:06:39,393 - mmaction - INFO - Epoch [89][1640/3757] lr: 1.000e-04, eta: 23:33:27, time: 1.994, data_time: 1.208, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8789, loss_cls: 1.2000, loss: 1.2000, grad_norm: 8.9625 2020-08-01 16:07:18,052 - mmaction - INFO - Epoch [89][1660/3757] lr: 1.000e-04, eta: 23:32:48, time: 1.941, data_time: 0.600, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8797, loss_cls: 1.1800, loss: 1.1800, grad_norm: 9.2452 2020-08-01 16:07:52,903 - mmaction - INFO - Epoch [89][1680/3757] lr: 1.000e-04, eta: 23:32:09, time: 1.737, data_time: 0.015, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8758, loss_cls: 1.1926, loss: 1.1926, grad_norm: 9.3940 2020-08-01 16:08:35,105 - mmaction - INFO - Epoch [89][1700/3757] lr: 1.000e-04, eta: 23:31:30, time: 2.117, data_time: 0.091, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8734, loss_cls: 1.2664, loss: 1.2664, grad_norm: 9.4090 2020-08-01 16:09:14,630 - mmaction - INFO - Epoch [89][1720/3757] lr: 1.000e-04, eta: 23:30:51, time: 1.969, data_time: 0.008, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8820, loss_cls: 1.2343, loss: 1.2343, grad_norm: 9.2945 2020-08-01 16:09:53,771 - mmaction - INFO - Epoch [89][1740/3757] lr: 1.000e-04, eta: 23:30:12, time: 1.964, data_time: 0.165, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8797, loss_cls: 1.2030, loss: 1.2030, grad_norm: 9.3019 2020-08-01 16:10:31,858 - mmaction - INFO - Epoch [89][1760/3757] lr: 1.000e-04, eta: 23:29:33, time: 1.900, data_time: 0.049, memory: 5170, top1_acc: 0.7344, top5_acc: 0.8883, loss_cls: 1.1597, loss: 1.1597, grad_norm: 9.3233 2020-08-01 16:11:09,820 - mmaction - INFO - Epoch [89][1780/3757] lr: 1.000e-04, eta: 23:28:54, time: 1.902, data_time: 0.011, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8914, loss_cls: 1.1558, loss: 1.1558, grad_norm: 9.0011 2020-08-01 16:11:51,904 - mmaction - INFO - Epoch [89][1800/3757] lr: 1.000e-04, eta: 23:28:15, time: 2.095, data_time: 0.007, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8797, loss_cls: 1.2839, loss: 1.2839, grad_norm: 9.4910 2020-08-01 16:12:30,141 - mmaction - INFO - Epoch [89][1820/3757] lr: 1.000e-04, eta: 23:27:36, time: 1.919, data_time: 0.011, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8867, loss_cls: 1.1397, loss: 1.1397, grad_norm: 8.9788 2020-08-01 16:13:10,144 - mmaction - INFO - Epoch [89][1840/3757] lr: 1.000e-04, eta: 23:26:57, time: 2.001, data_time: 0.004, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8992, loss_cls: 1.1083, loss: 1.1083, grad_norm: 8.7825 2020-08-01 16:13:50,025 - mmaction - INFO - Epoch [89][1860/3757] lr: 1.000e-04, eta: 23:26:18, time: 1.993, data_time: 0.008, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8797, loss_cls: 1.2513, loss: 1.2513, grad_norm: 9.3152 2020-08-01 16:14:24,699 - mmaction - INFO - Epoch [89][1880/3757] lr: 1.000e-04, eta: 23:25:38, time: 1.735, data_time: 0.055, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8805, loss_cls: 1.2330, loss: 1.2330, grad_norm: 9.4322 2020-08-01 16:15:05,619 - mmaction - INFO - Epoch [89][1900/3757] lr: 1.000e-04, eta: 23:25:00, time: 2.044, data_time: 0.019, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8695, loss_cls: 1.1963, loss: 1.1963, grad_norm: 8.9568 2020-08-01 16:15:46,646 - mmaction - INFO - Epoch [89][1920/3757] lr: 1.000e-04, eta: 23:24:21, time: 2.054, data_time: 0.073, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8719, loss_cls: 1.3081, loss: 1.3081, grad_norm: 9.5495 2020-08-01 16:16:27,542 - mmaction - INFO - Epoch [89][1940/3757] lr: 1.000e-04, eta: 23:23:42, time: 2.037, data_time: 0.008, memory: 5170, top1_acc: 0.7344, top5_acc: 0.8867, loss_cls: 1.1091, loss: 1.1091, grad_norm: 8.7361 2020-08-01 16:17:06,932 - mmaction - INFO - Epoch [89][1960/3757] lr: 1.000e-04, eta: 23:23:03, time: 1.974, data_time: 0.010, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8898, loss_cls: 1.1140, loss: 1.1140, grad_norm: 8.8531 2020-08-01 16:17:40,554 - mmaction - INFO - Epoch [89][1980/3757] lr: 1.000e-04, eta: 23:22:23, time: 1.677, data_time: 0.199, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8773, loss_cls: 1.2346, loss: 1.2346, grad_norm: 9.1240 2020-08-01 16:18:17,947 - mmaction - INFO - Epoch [89][2000/3757] lr: 1.000e-04, eta: 23:21:44, time: 1.876, data_time: 0.422, memory: 5170, top1_acc: 0.7320, top5_acc: 0.8875, loss_cls: 1.1112, loss: 1.1112, grad_norm: 8.8909 2020-08-01 16:18:55,531 - mmaction - INFO - Epoch [89][2020/3757] lr: 1.000e-04, eta: 23:21:05, time: 1.879, data_time: 0.897, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8797, loss_cls: 1.2058, loss: 1.2058, grad_norm: 9.2808 2020-08-01 16:19:36,912 - mmaction - INFO - Epoch [89][2040/3757] lr: 1.000e-04, eta: 23:20:26, time: 2.070, data_time: 1.252, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8812, loss_cls: 1.2188, loss: 1.2188, grad_norm: 9.3472 2020-08-01 16:20:18,177 - mmaction - INFO - Epoch [89][2060/3757] lr: 1.000e-04, eta: 23:19:47, time: 2.059, data_time: 0.486, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8953, loss_cls: 1.1565, loss: 1.1565, grad_norm: 9.1306 2020-08-01 16:20:57,521 - mmaction - INFO - Epoch [89][2080/3757] lr: 1.000e-04, eta: 23:19:08, time: 1.971, data_time: 0.009, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8867, loss_cls: 1.1837, loss: 1.1837, grad_norm: 9.1813 2020-08-01 16:21:35,422 - mmaction - INFO - Epoch [89][2100/3757] lr: 1.000e-04, eta: 23:18:29, time: 1.888, data_time: 0.008, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8836, loss_cls: 1.1794, loss: 1.1794, grad_norm: 8.9298 2020-08-01 16:22:16,843 - mmaction - INFO - Epoch [89][2120/3757] lr: 1.000e-04, eta: 23:17:50, time: 2.079, data_time: 0.080, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8719, loss_cls: 1.2343, loss: 1.2343, grad_norm: 9.3338 2020-08-01 16:22:54,883 - mmaction - INFO - Epoch [89][2140/3757] lr: 1.000e-04, eta: 23:17:11, time: 1.896, data_time: 1.058, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8656, loss_cls: 1.2557, loss: 1.2557, grad_norm: 9.2630 2020-08-01 16:23:31,458 - mmaction - INFO - Epoch [89][2160/3757] lr: 1.000e-04, eta: 23:16:32, time: 1.834, data_time: 1.268, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8812, loss_cls: 1.2067, loss: 1.2067, grad_norm: 9.3730 2020-08-01 16:24:11,667 - mmaction - INFO - Epoch [89][2180/3757] lr: 1.000e-04, eta: 23:15:53, time: 2.011, data_time: 1.324, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8891, loss_cls: 1.1209, loss: 1.1209, grad_norm: 8.9961 2020-08-01 16:24:53,467 - mmaction - INFO - Epoch [89][2200/3757] lr: 1.000e-04, eta: 23:15:14, time: 2.090, data_time: 1.521, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8875, loss_cls: 1.1670, loss: 1.1670, grad_norm: 8.9899 2020-08-01 16:25:30,389 - mmaction - INFO - Epoch [89][2220/3757] lr: 1.000e-04, eta: 23:14:35, time: 1.842, data_time: 1.061, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8992, loss_cls: 1.1021, loss: 1.1021, grad_norm: 8.9671 2020-08-01 16:26:08,012 - mmaction - INFO - Epoch [89][2240/3757] lr: 1.000e-04, eta: 23:13:56, time: 1.884, data_time: 0.952, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8656, loss_cls: 1.2468, loss: 1.2468, grad_norm: 9.2091 2020-08-01 16:26:48,947 - mmaction - INFO - Epoch [89][2260/3757] lr: 1.000e-04, eta: 23:13:17, time: 2.048, data_time: 0.461, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8883, loss_cls: 1.1400, loss: 1.1400, grad_norm: 9.0206 2020-08-01 16:27:26,459 - mmaction - INFO - Epoch [89][2280/3757] lr: 1.000e-04, eta: 23:12:38, time: 1.874, data_time: 0.003, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8734, loss_cls: 1.2860, loss: 1.2860, grad_norm: 9.8459 2020-08-01 16:28:06,807 - mmaction - INFO - Epoch [89][2300/3757] lr: 1.000e-04, eta: 23:11:59, time: 2.018, data_time: 0.011, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8898, loss_cls: 1.1693, loss: 1.1693, grad_norm: 9.0647 2020-08-01 16:28:45,118 - mmaction - INFO - Epoch [89][2320/3757] lr: 1.000e-04, eta: 23:11:20, time: 1.915, data_time: 0.008, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8945, loss_cls: 1.1489, loss: 1.1489, grad_norm: 8.9498 2020-08-01 16:29:23,875 - mmaction - INFO - Epoch [89][2340/3757] lr: 1.000e-04, eta: 23:10:41, time: 1.938, data_time: 0.004, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8617, loss_cls: 1.2692, loss: 1.2692, grad_norm: 9.3954 2020-08-01 16:29:58,563 - mmaction - INFO - Epoch [89][2360/3757] lr: 1.000e-04, eta: 23:10:01, time: 1.736, data_time: 0.018, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8844, loss_cls: 1.1792, loss: 1.1792, grad_norm: 9.3529 2020-08-01 16:30:36,579 - mmaction - INFO - Epoch [89][2380/3757] lr: 1.000e-04, eta: 23:09:22, time: 1.891, data_time: 0.014, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8547, loss_cls: 1.3076, loss: 1.3076, grad_norm: 9.4146 2020-08-01 16:31:18,205 - mmaction - INFO - Epoch [89][2400/3757] lr: 1.000e-04, eta: 23:08:43, time: 2.085, data_time: 0.012, memory: 5170, top1_acc: 0.7336, top5_acc: 0.8844, loss_cls: 1.1399, loss: 1.1399, grad_norm: 8.9297 2020-08-01 16:31:57,008 - mmaction - INFO - Epoch [89][2420/3757] lr: 1.000e-04, eta: 23:08:04, time: 1.938, data_time: 0.013, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8797, loss_cls: 1.2574, loss: 1.2574, grad_norm: 9.5528 2020-08-01 16:32:34,237 - mmaction - INFO - Epoch [89][2440/3757] lr: 1.000e-04, eta: 23:07:25, time: 1.869, data_time: 0.014, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8734, loss_cls: 1.2065, loss: 1.2065, grad_norm: 9.2649 2020-08-01 16:33:13,773 - mmaction - INFO - Epoch [89][2460/3757] lr: 1.000e-04, eta: 23:06:46, time: 1.971, data_time: 0.008, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8883, loss_cls: 1.1885, loss: 1.1885, grad_norm: 9.3403 2020-08-01 16:33:51,436 - mmaction - INFO - Epoch [89][2480/3757] lr: 1.000e-04, eta: 23:06:07, time: 1.889, data_time: 0.008, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8750, loss_cls: 1.2448, loss: 1.2448, grad_norm: 9.3219 2020-08-01 16:34:35,333 - mmaction - INFO - Epoch [89][2500/3757] lr: 1.000e-04, eta: 23:05:28, time: 2.189, data_time: 0.065, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8680, loss_cls: 1.2830, loss: 1.2830, grad_norm: 9.4281 2020-08-01 16:35:13,177 - mmaction - INFO - Epoch [89][2520/3757] lr: 1.000e-04, eta: 23:04:49, time: 1.894, data_time: 0.009, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8734, loss_cls: 1.2051, loss: 1.2051, grad_norm: 9.1224 2020-08-01 16:35:50,387 - mmaction - INFO - Epoch [89][2540/3757] lr: 1.000e-04, eta: 23:04:10, time: 1.865, data_time: 0.009, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8812, loss_cls: 1.1972, loss: 1.1972, grad_norm: 9.3367 2020-08-01 16:36:30,472 - mmaction - INFO - Epoch [89][2560/3757] lr: 1.000e-04, eta: 23:03:31, time: 1.997, data_time: 0.129, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8703, loss_cls: 1.2047, loss: 1.2047, grad_norm: 9.4138 2020-08-01 16:37:08,523 - mmaction - INFO - Epoch [89][2580/3757] lr: 1.000e-04, eta: 23:02:52, time: 1.909, data_time: 0.084, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8953, loss_cls: 1.1027, loss: 1.1027, grad_norm: 8.9382 2020-08-01 16:37:45,995 - mmaction - INFO - Epoch [89][2600/3757] lr: 1.000e-04, eta: 23:02:12, time: 1.874, data_time: 0.738, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8695, loss_cls: 1.2737, loss: 1.2737, grad_norm: 9.3786 2020-08-01 16:38:27,619 - mmaction - INFO - Epoch [89][2620/3757] lr: 1.000e-04, eta: 23:01:34, time: 2.081, data_time: 0.709, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8773, loss_cls: 1.2188, loss: 1.2188, grad_norm: 9.1357 2020-08-01 16:39:07,451 - mmaction - INFO - Epoch [89][2640/3757] lr: 1.000e-04, eta: 23:00:55, time: 1.982, data_time: 0.770, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8703, loss_cls: 1.2761, loss: 1.2761, grad_norm: 9.3783 2020-08-01 16:39:48,180 - mmaction - INFO - Epoch [89][2660/3757] lr: 1.000e-04, eta: 23:00:16, time: 2.044, data_time: 0.306, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8820, loss_cls: 1.1721, loss: 1.1721, grad_norm: 9.1732 2020-08-01 16:40:25,949 - mmaction - INFO - Epoch [89][2680/3757] lr: 1.000e-04, eta: 22:59:37, time: 1.886, data_time: 0.662, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8758, loss_cls: 1.2072, loss: 1.2072, grad_norm: 9.3612 2020-08-01 16:41:03,524 - mmaction - INFO - Epoch [89][2700/3757] lr: 1.000e-04, eta: 22:58:57, time: 1.882, data_time: 1.308, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8852, loss_cls: 1.1890, loss: 1.1890, grad_norm: 8.9493 2020-08-01 16:41:44,418 - mmaction - INFO - Epoch [89][2720/3757] lr: 1.000e-04, eta: 22:58:19, time: 2.038, data_time: 0.646, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8773, loss_cls: 1.2116, loss: 1.2116, grad_norm: 9.0681 2020-08-01 16:42:23,135 - mmaction - INFO - Epoch [89][2740/3757] lr: 1.000e-04, eta: 22:57:40, time: 1.942, data_time: 0.205, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8836, loss_cls: 1.1757, loss: 1.1757, grad_norm: 9.2377 2020-08-01 16:43:01,052 - mmaction - INFO - Epoch [89][2760/3757] lr: 1.000e-04, eta: 22:57:00, time: 1.889, data_time: 0.394, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8859, loss_cls: 1.1961, loss: 1.1961, grad_norm: 9.4854 2020-08-01 16:43:40,869 - mmaction - INFO - Epoch [89][2780/3757] lr: 1.000e-04, eta: 22:56:21, time: 2.000, data_time: 0.133, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8750, loss_cls: 1.2084, loss: 1.2084, grad_norm: 9.0781 2020-08-01 16:44:22,934 - mmaction - INFO - Epoch [89][2800/3757] lr: 1.000e-04, eta: 22:55:43, time: 2.095, data_time: 0.071, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8609, loss_cls: 1.3151, loss: 1.3151, grad_norm: 9.6041 2020-08-01 16:45:00,560 - mmaction - INFO - Epoch [89][2820/3757] lr: 1.000e-04, eta: 22:55:04, time: 1.885, data_time: 1.105, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8703, loss_cls: 1.2589, loss: 1.2589, grad_norm: 9.4097 2020-08-01 16:45:40,400 - mmaction - INFO - Epoch [89][2840/3757] lr: 1.000e-04, eta: 22:54:25, time: 1.991, data_time: 1.371, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8891, loss_cls: 1.1338, loss: 1.1338, grad_norm: 8.9149 2020-08-01 16:46:18,636 - mmaction - INFO - Epoch [89][2860/3757] lr: 1.000e-04, eta: 22:53:45, time: 1.917, data_time: 0.651, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8734, loss_cls: 1.2221, loss: 1.2221, grad_norm: 9.3590 2020-08-01 16:46:56,247 - mmaction - INFO - Epoch [89][2880/3757] lr: 1.000e-04, eta: 22:53:06, time: 1.871, data_time: 0.033, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8609, loss_cls: 1.2758, loss: 1.2758, grad_norm: 9.1735 2020-08-01 16:47:36,825 - mmaction - INFO - Epoch [89][2900/3757] lr: 1.000e-04, eta: 22:52:27, time: 2.037, data_time: 0.012, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8781, loss_cls: 1.2148, loss: 1.2148, grad_norm: 9.2147 2020-08-01 16:48:15,837 - mmaction - INFO - Epoch [89][2920/3757] lr: 1.000e-04, eta: 22:51:48, time: 1.952, data_time: 0.011, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8773, loss_cls: 1.1603, loss: 1.1603, grad_norm: 9.1677 2020-08-01 16:48:54,442 - mmaction - INFO - Epoch [89][2940/3757] lr: 1.000e-04, eta: 22:51:09, time: 1.931, data_time: 0.008, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8797, loss_cls: 1.1880, loss: 1.1880, grad_norm: 9.2867 2020-08-01 16:49:34,611 - mmaction - INFO - Epoch [89][2960/3757] lr: 1.000e-04, eta: 22:50:30, time: 2.008, data_time: 0.002, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8922, loss_cls: 1.1222, loss: 1.1222, grad_norm: 8.9387 2020-08-01 16:50:12,238 - mmaction - INFO - Epoch [89][2980/3757] lr: 1.000e-04, eta: 22:49:51, time: 1.872, data_time: 0.023, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8812, loss_cls: 1.1976, loss: 1.1976, grad_norm: 9.1967 2020-08-01 16:50:53,262 - mmaction - INFO - Epoch [89][3000/3757] lr: 1.000e-04, eta: 22:49:12, time: 2.058, data_time: 0.022, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8805, loss_cls: 1.1870, loss: 1.1870, grad_norm: 9.2415 2020-08-01 16:51:33,651 - mmaction - INFO - Epoch [89][3020/3757] lr: 1.000e-04, eta: 22:48:33, time: 2.015, data_time: 0.010, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8664, loss_cls: 1.2268, loss: 1.2268, grad_norm: 9.0809 2020-08-01 16:52:12,356 - mmaction - INFO - Epoch [89][3040/3757] lr: 1.000e-04, eta: 22:47:54, time: 1.943, data_time: 0.010, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8758, loss_cls: 1.1897, loss: 1.1897, grad_norm: 9.0975 2020-08-01 16:52:50,416 - mmaction - INFO - Epoch [89][3060/3757] lr: 1.000e-04, eta: 22:47:15, time: 1.896, data_time: 0.015, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8789, loss_cls: 1.1644, loss: 1.1644, grad_norm: 9.3626 2020-08-01 16:53:29,779 - mmaction - INFO - Epoch [89][3080/3757] lr: 1.000e-04, eta: 22:46:36, time: 1.974, data_time: 0.083, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8781, loss_cls: 1.2067, loss: 1.2067, grad_norm: 9.3442 2020-08-01 16:54:08,214 - mmaction - INFO - Epoch [89][3100/3757] lr: 1.000e-04, eta: 22:45:57, time: 1.921, data_time: 0.628, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8828, loss_cls: 1.1375, loss: 1.1375, grad_norm: 9.0327 2020-08-01 16:54:47,068 - mmaction - INFO - Epoch [89][3120/3757] lr: 1.000e-04, eta: 22:45:18, time: 1.937, data_time: 0.011, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8836, loss_cls: 1.2105, loss: 1.2105, grad_norm: 9.3406 2020-08-01 16:55:28,811 - mmaction - INFO - Epoch [89][3140/3757] lr: 1.000e-04, eta: 22:44:39, time: 2.090, data_time: 0.010, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8883, loss_cls: 1.1839, loss: 1.1839, grad_norm: 9.1882 2020-08-01 16:56:08,035 - mmaction - INFO - Epoch [89][3160/3757] lr: 1.000e-04, eta: 22:44:00, time: 1.966, data_time: 0.009, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8883, loss_cls: 1.2097, loss: 1.2097, grad_norm: 9.1770 2020-08-01 16:56:48,408 - mmaction - INFO - Epoch [89][3180/3757] lr: 1.000e-04, eta: 22:43:21, time: 2.019, data_time: 0.009, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8734, loss_cls: 1.2238, loss: 1.2238, grad_norm: 9.2008 2020-08-01 16:57:27,411 - mmaction - INFO - Epoch [89][3200/3757] lr: 1.000e-04, eta: 22:42:42, time: 1.947, data_time: 0.009, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8828, loss_cls: 1.1925, loss: 1.1925, grad_norm: 9.2331 2020-08-01 16:58:07,586 - mmaction - INFO - Epoch [89][3220/3757] lr: 1.000e-04, eta: 22:42:03, time: 2.004, data_time: 0.008, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8852, loss_cls: 1.1716, loss: 1.1716, grad_norm: 9.1086 2020-08-01 16:58:43,658 - mmaction - INFO - Epoch [89][3240/3757] lr: 1.000e-04, eta: 22:41:24, time: 1.812, data_time: 0.025, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8750, loss_cls: 1.2426, loss: 1.2426, grad_norm: 9.4414 2020-08-01 16:59:22,307 - mmaction - INFO - Epoch [89][3260/3757] lr: 1.000e-04, eta: 22:40:45, time: 1.932, data_time: 0.008, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8945, loss_cls: 1.1308, loss: 1.1308, grad_norm: 9.0646 2020-08-01 16:59:58,699 - mmaction - INFO - Epoch [89][3280/3757] lr: 1.000e-04, eta: 22:40:06, time: 1.819, data_time: 0.014, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8648, loss_cls: 1.2640, loss: 1.2640, grad_norm: 9.1750 2020-08-01 17:00:36,761 - mmaction - INFO - Epoch [89][3300/3757] lr: 1.000e-04, eta: 22:39:26, time: 1.898, data_time: 0.136, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8961, loss_cls: 1.1204, loss: 1.1204, grad_norm: 8.8093 2020-08-01 17:01:17,900 - mmaction - INFO - Epoch [89][3320/3757] lr: 1.000e-04, eta: 22:38:48, time: 2.057, data_time: 0.832, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8867, loss_cls: 1.2112, loss: 1.2112, grad_norm: 9.2224 2020-08-01 17:01:57,348 - mmaction - INFO - Epoch [89][3340/3757] lr: 1.000e-04, eta: 22:38:09, time: 1.971, data_time: 0.092, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8562, loss_cls: 1.2952, loss: 1.2952, grad_norm: 9.6094 2020-08-01 17:02:37,840 - mmaction - INFO - Epoch [89][3360/3757] lr: 1.000e-04, eta: 22:37:30, time: 2.029, data_time: 0.273, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8852, loss_cls: 1.1624, loss: 1.1624, grad_norm: 9.1290 2020-08-01 17:03:16,300 - mmaction - INFO - Epoch [89][3380/3757] lr: 1.000e-04, eta: 22:36:51, time: 1.925, data_time: 0.164, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8672, loss_cls: 1.1812, loss: 1.1812, grad_norm: 9.3215 2020-08-01 17:03:55,034 - mmaction - INFO - Epoch [89][3400/3757] lr: 1.000e-04, eta: 22:36:12, time: 1.937, data_time: 0.004, memory: 5170, top1_acc: 0.7234, top5_acc: 0.9000, loss_cls: 1.0998, loss: 1.0998, grad_norm: 8.8367 2020-08-01 17:04:33,039 - mmaction - INFO - Epoch [89][3420/3757] lr: 1.000e-04, eta: 22:35:32, time: 1.894, data_time: 0.102, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8859, loss_cls: 1.1442, loss: 1.1442, grad_norm: 8.8807 2020-08-01 17:05:12,180 - mmaction - INFO - Epoch [89][3440/3757] lr: 1.000e-04, eta: 22:34:53, time: 1.959, data_time: 0.067, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8922, loss_cls: 1.1765, loss: 1.1765, grad_norm: 9.1831 2020-08-01 17:05:52,764 - mmaction - INFO - Epoch [89][3460/3757] lr: 1.000e-04, eta: 22:34:15, time: 2.029, data_time: 0.186, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8734, loss_cls: 1.2087, loss: 1.2087, grad_norm: 9.1508 2020-08-01 17:06:30,627 - mmaction - INFO - Epoch [89][3480/3757] lr: 1.000e-04, eta: 22:33:35, time: 1.898, data_time: 0.015, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8773, loss_cls: 1.1909, loss: 1.1909, grad_norm: 9.2897 2020-08-01 17:07:10,307 - mmaction - INFO - Epoch [89][3500/3757] lr: 1.000e-04, eta: 22:32:56, time: 1.984, data_time: 0.007, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8922, loss_cls: 1.1505, loss: 1.1505, grad_norm: 9.1772 2020-08-01 17:07:46,825 - mmaction - INFO - Epoch [89][3520/3757] lr: 1.000e-04, eta: 22:32:17, time: 1.826, data_time: 0.003, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8812, loss_cls: 1.1836, loss: 1.1836, grad_norm: 9.1819 2020-08-01 17:08:22,758 - mmaction - INFO - Epoch [89][3540/3757] lr: 1.000e-04, eta: 22:31:38, time: 1.792, data_time: 0.008, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8773, loss_cls: 1.2181, loss: 1.2181, grad_norm: 9.2717 2020-08-01 17:09:01,787 - mmaction - INFO - Epoch [89][3560/3757] lr: 1.000e-04, eta: 22:30:59, time: 1.956, data_time: 0.010, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8953, loss_cls: 1.1366, loss: 1.1366, grad_norm: 8.8890 2020-08-01 17:09:40,325 - mmaction - INFO - Epoch [89][3580/3757] lr: 1.000e-04, eta: 22:30:19, time: 1.925, data_time: 0.008, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8875, loss_cls: 1.2093, loss: 1.2093, grad_norm: 9.3633 2020-08-01 17:10:20,485 - mmaction - INFO - Epoch [89][3600/3757] lr: 1.000e-04, eta: 22:29:41, time: 2.008, data_time: 0.024, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8656, loss_cls: 1.2488, loss: 1.2488, grad_norm: 9.3374 2020-08-01 17:10:59,869 - mmaction - INFO - Epoch [89][3620/3757] lr: 1.000e-04, eta: 22:29:02, time: 1.970, data_time: 0.192, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8734, loss_cls: 1.2336, loss: 1.2336, grad_norm: 9.2943 2020-08-01 17:11:39,289 - mmaction - INFO - Epoch [89][3640/3757] lr: 1.000e-04, eta: 22:28:23, time: 1.968, data_time: 0.009, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8633, loss_cls: 1.2510, loss: 1.2510, grad_norm: 9.4584 2020-08-01 17:12:18,302 - mmaction - INFO - Epoch [89][3660/3757] lr: 1.000e-04, eta: 22:27:44, time: 1.955, data_time: 0.053, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8977, loss_cls: 1.0889, loss: 1.0889, grad_norm: 8.9124 2020-08-01 17:12:59,518 - mmaction - INFO - Epoch [89][3680/3757] lr: 1.000e-04, eta: 22:27:05, time: 2.060, data_time: 0.002, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8727, loss_cls: 1.1962, loss: 1.1962, grad_norm: 8.9964 2020-08-01 17:13:35,055 - mmaction - INFO - Epoch [89][3700/3757] lr: 1.000e-04, eta: 22:26:25, time: 1.771, data_time: 0.113, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8906, loss_cls: 1.1921, loss: 1.1921, grad_norm: 9.2424 2020-08-01 17:14:15,974 - mmaction - INFO - Epoch [89][3720/3757] lr: 1.000e-04, eta: 22:25:46, time: 2.045, data_time: 0.243, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8828, loss_cls: 1.1983, loss: 1.1983, grad_norm: 9.5328 2020-08-01 17:14:53,871 - mmaction - INFO - Epoch [89][3740/3757] lr: 1.000e-04, eta: 22:25:07, time: 1.900, data_time: 0.009, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8914, loss_cls: 1.1848, loss: 1.1848, grad_norm: 9.3044 2020-08-01 17:15:23,874 - mmaction - INFO - Saving checkpoint at 89 epochs 2020-08-01 17:16:24,030 - mmaction - INFO - Epoch [90][20/3757] lr: 1.000e-04, eta: 22:23:53, time: 2.908, data_time: 0.859, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8867, loss_cls: 1.1972, loss: 1.1972, grad_norm: 8.8799 2020-08-01 17:17:01,858 - mmaction - INFO - Epoch [90][40/3757] lr: 1.000e-04, eta: 22:23:14, time: 1.884, data_time: 0.064, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8641, loss_cls: 1.3011, loss: 1.3011, grad_norm: 9.7812 2020-08-01 17:17:43,931 - mmaction - INFO - Epoch [90][60/3757] lr: 1.000e-04, eta: 22:22:35, time: 2.112, data_time: 0.137, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8836, loss_cls: 1.1492, loss: 1.1492, grad_norm: 9.3314 2020-08-01 17:18:24,554 - mmaction - INFO - Epoch [90][80/3757] lr: 1.000e-04, eta: 22:21:57, time: 2.031, data_time: 0.139, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8805, loss_cls: 1.1778, loss: 1.1778, grad_norm: 9.2770 2020-08-01 17:19:03,593 - mmaction - INFO - Epoch [90][100/3757] lr: 1.000e-04, eta: 22:21:18, time: 1.950, data_time: 0.129, memory: 5170, top1_acc: 0.7453, top5_acc: 0.9000, loss_cls: 1.0505, loss: 1.0505, grad_norm: 8.7830 2020-08-01 17:19:39,115 - mmaction - INFO - Epoch [90][120/3757] lr: 1.000e-04, eta: 22:20:38, time: 1.771, data_time: 0.230, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8828, loss_cls: 1.2140, loss: 1.2140, grad_norm: 9.2377 2020-08-01 17:20:20,148 - mmaction - INFO - Epoch [90][140/3757] lr: 1.000e-04, eta: 22:19:59, time: 2.052, data_time: 0.009, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8820, loss_cls: 1.2341, loss: 1.2341, grad_norm: 9.1718 2020-08-01 17:20:59,231 - mmaction - INFO - Epoch [90][160/3757] lr: 1.000e-04, eta: 22:19:20, time: 1.952, data_time: 0.010, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8805, loss_cls: 1.2331, loss: 1.2331, grad_norm: 9.3469 2020-08-01 17:21:37,943 - mmaction - INFO - Epoch [90][180/3757] lr: 1.000e-04, eta: 22:18:41, time: 1.944, data_time: 0.012, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8945, loss_cls: 1.1206, loss: 1.1206, grad_norm: 8.8297 2020-08-01 17:22:16,756 - mmaction - INFO - Epoch [90][200/3757] lr: 1.000e-04, eta: 22:18:02, time: 1.935, data_time: 0.003, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8938, loss_cls: 1.1540, loss: 1.1540, grad_norm: 9.1404 2020-08-01 17:22:52,787 - mmaction - INFO - Epoch [90][220/3757] lr: 1.000e-04, eta: 22:17:23, time: 1.807, data_time: 0.009, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8906, loss_cls: 1.0911, loss: 1.0911, grad_norm: 9.0195 2020-08-01 17:23:31,836 - mmaction - INFO - Epoch [90][240/3757] lr: 1.000e-04, eta: 22:16:44, time: 1.954, data_time: 0.003, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8664, loss_cls: 1.2902, loss: 1.2902, grad_norm: 9.4401 2020-08-01 17:24:12,919 - mmaction - INFO - Epoch [90][260/3757] lr: 1.000e-04, eta: 22:16:05, time: 2.049, data_time: 0.008, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8789, loss_cls: 1.1902, loss: 1.1902, grad_norm: 9.2730 2020-08-01 17:24:51,713 - mmaction - INFO - Epoch [90][280/3757] lr: 1.000e-04, eta: 22:15:26, time: 1.943, data_time: 0.031, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8805, loss_cls: 1.1464, loss: 1.1464, grad_norm: 8.8173 2020-08-01 17:25:30,967 - mmaction - INFO - Epoch [90][300/3757] lr: 1.000e-04, eta: 22:14:47, time: 1.963, data_time: 0.216, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8805, loss_cls: 1.2096, loss: 1.2096, grad_norm: 9.0410 2020-08-01 17:26:13,446 - mmaction - INFO - Epoch [90][320/3757] lr: 1.000e-04, eta: 22:14:08, time: 2.121, data_time: 0.011, memory: 5170, top1_acc: 0.7430, top5_acc: 0.8938, loss_cls: 1.1002, loss: 1.1002, grad_norm: 9.0882 2020-08-01 17:26:51,598 - mmaction - INFO - Epoch [90][340/3757] lr: 1.000e-04, eta: 22:13:29, time: 1.911, data_time: 0.008, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8867, loss_cls: 1.1884, loss: 1.1884, grad_norm: 9.1065 2020-08-01 17:27:26,695 - mmaction - INFO - Epoch [90][360/3757] lr: 1.000e-04, eta: 22:12:49, time: 1.750, data_time: 0.028, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8977, loss_cls: 1.1527, loss: 1.1527, grad_norm: 9.3924 2020-08-01 17:28:06,497 - mmaction - INFO - Epoch [90][380/3757] lr: 1.000e-04, eta: 22:12:11, time: 1.994, data_time: 0.010, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8828, loss_cls: 1.1709, loss: 1.1709, grad_norm: 9.1319 2020-08-01 17:28:45,162 - mmaction - INFO - Epoch [90][400/3757] lr: 1.000e-04, eta: 22:11:31, time: 1.927, data_time: 0.178, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8781, loss_cls: 1.2521, loss: 1.2521, grad_norm: 9.6036 2020-08-01 17:29:22,768 - mmaction - INFO - Epoch [90][420/3757] lr: 1.000e-04, eta: 22:10:52, time: 1.886, data_time: 0.580, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8836, loss_cls: 1.1860, loss: 1.1860, grad_norm: 9.5254 2020-08-01 17:30:02,922 - mmaction - INFO - Epoch [90][440/3757] lr: 1.000e-04, eta: 22:10:13, time: 2.008, data_time: 0.198, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8828, loss_cls: 1.1616, loss: 1.1616, grad_norm: 9.0496 2020-08-01 17:30:44,773 - mmaction - INFO - Epoch [90][460/3757] lr: 1.000e-04, eta: 22:09:35, time: 2.094, data_time: 0.943, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8891, loss_cls: 1.1619, loss: 1.1619, grad_norm: 9.3031 2020-08-01 17:31:22,811 - mmaction - INFO - Epoch [90][480/3757] lr: 1.000e-04, eta: 22:08:55, time: 1.901, data_time: 1.326, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8750, loss_cls: 1.2613, loss: 1.2613, grad_norm: 9.3789 2020-08-01 17:32:02,963 - mmaction - INFO - Epoch [90][500/3757] lr: 1.000e-04, eta: 22:08:17, time: 2.009, data_time: 1.408, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8719, loss_cls: 1.2427, loss: 1.2427, grad_norm: 9.2433 2020-08-01 17:32:37,113 - mmaction - INFO - Epoch [90][520/3757] lr: 1.000e-04, eta: 22:07:37, time: 1.705, data_time: 0.999, memory: 5170, top1_acc: 0.7305, top5_acc: 0.8930, loss_cls: 1.1078, loss: 1.1078, grad_norm: 8.8472 2020-08-01 17:33:20,668 - mmaction - INFO - Epoch [90][540/3757] lr: 1.000e-04, eta: 22:06:58, time: 2.173, data_time: 0.966, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8602, loss_cls: 1.2625, loss: 1.2625, grad_norm: 9.2907 2020-08-01 17:33:58,484 - mmaction - INFO - Epoch [90][560/3757] lr: 1.000e-04, eta: 22:06:19, time: 1.893, data_time: 0.944, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8617, loss_cls: 1.2454, loss: 1.2454, grad_norm: 9.5584 2020-08-01 17:34:39,161 - mmaction - INFO - Epoch [90][580/3757] lr: 1.000e-04, eta: 22:05:40, time: 2.036, data_time: 0.869, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8906, loss_cls: 1.1209, loss: 1.1209, grad_norm: 8.8817 2020-08-01 17:35:15,130 - mmaction - INFO - Epoch [90][600/3757] lr: 1.000e-04, eta: 22:05:01, time: 1.796, data_time: 0.649, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8695, loss_cls: 1.2034, loss: 1.2034, grad_norm: 9.2211 2020-08-01 17:35:57,361 - mmaction - INFO - Epoch [90][620/3757] lr: 1.000e-04, eta: 22:04:22, time: 2.113, data_time: 0.660, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8875, loss_cls: 1.1688, loss: 1.1688, grad_norm: 9.3226 2020-08-01 17:36:36,667 - mmaction - INFO - Epoch [90][640/3757] lr: 1.000e-04, eta: 22:03:43, time: 1.963, data_time: 0.406, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8703, loss_cls: 1.2459, loss: 1.2459, grad_norm: 9.3305 2020-08-01 17:37:12,645 - mmaction - INFO - Epoch [90][660/3757] lr: 1.000e-04, eta: 22:03:04, time: 1.799, data_time: 0.535, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8734, loss_cls: 1.2415, loss: 1.2415, grad_norm: 9.2205 2020-08-01 17:37:54,615 - mmaction - INFO - Epoch [90][680/3757] lr: 1.000e-04, eta: 22:02:25, time: 2.097, data_time: 0.467, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.2122, loss: 1.2122, grad_norm: 9.2949 2020-08-01 17:38:29,590 - mmaction - INFO - Epoch [90][700/3757] lr: 1.000e-04, eta: 22:01:46, time: 1.755, data_time: 0.008, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8828, loss_cls: 1.1721, loss: 1.1721, grad_norm: 9.1070 2020-08-01 17:39:11,810 - mmaction - INFO - Epoch [90][720/3757] lr: 1.000e-04, eta: 22:01:07, time: 2.108, data_time: 0.007, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8820, loss_cls: 1.1217, loss: 1.1217, grad_norm: 8.9662 2020-08-01 17:39:48,242 - mmaction - INFO - Epoch [90][740/3757] lr: 1.000e-04, eta: 22:00:28, time: 1.823, data_time: 0.009, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8742, loss_cls: 1.2230, loss: 1.2230, grad_norm: 9.2832 2020-08-01 17:40:28,784 - mmaction - INFO - Epoch [90][760/3757] lr: 1.000e-04, eta: 21:59:49, time: 2.021, data_time: 0.010, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8875, loss_cls: 1.1251, loss: 1.1251, grad_norm: 8.8107 2020-08-01 17:41:07,894 - mmaction - INFO - Epoch [90][780/3757] lr: 1.000e-04, eta: 21:59:10, time: 1.964, data_time: 0.018, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8734, loss_cls: 1.2304, loss: 1.2304, grad_norm: 9.5700 2020-08-01 17:41:48,275 - mmaction - INFO - Epoch [90][800/3757] lr: 1.000e-04, eta: 21:58:31, time: 2.013, data_time: 0.008, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8727, loss_cls: 1.2586, loss: 1.2586, grad_norm: 9.4950 2020-08-01 17:42:27,606 - mmaction - INFO - Epoch [90][820/3757] lr: 1.000e-04, eta: 21:57:52, time: 1.972, data_time: 0.017, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8914, loss_cls: 1.1265, loss: 1.1265, grad_norm: 9.1205 2020-08-01 17:43:00,491 - mmaction - INFO - Epoch [90][840/3757] lr: 1.000e-04, eta: 21:57:12, time: 1.641, data_time: 0.013, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.2241, loss: 1.2241, grad_norm: 9.4556 2020-08-01 17:43:40,538 - mmaction - INFO - Epoch [90][860/3757] lr: 1.000e-04, eta: 21:56:33, time: 2.005, data_time: 0.950, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8984, loss_cls: 1.0896, loss: 1.0896, grad_norm: 8.9601 2020-08-01 17:44:22,667 - mmaction - INFO - Epoch [90][880/3757] lr: 1.000e-04, eta: 21:55:55, time: 2.098, data_time: 0.920, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8797, loss_cls: 1.1293, loss: 1.1293, grad_norm: 9.0530 2020-08-01 17:45:01,868 - mmaction - INFO - Epoch [90][900/3757] lr: 1.000e-04, eta: 21:55:16, time: 1.970, data_time: 0.206, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8883, loss_cls: 1.1639, loss: 1.1639, grad_norm: 9.2696 2020-08-01 17:45:41,795 - mmaction - INFO - Epoch [90][920/3757] lr: 1.000e-04, eta: 21:54:37, time: 1.994, data_time: 0.469, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8812, loss_cls: 1.1464, loss: 1.1464, grad_norm: 8.7094 2020-08-01 17:46:21,108 - mmaction - INFO - Epoch [90][940/3757] lr: 1.000e-04, eta: 21:53:58, time: 1.963, data_time: 1.204, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8930, loss_cls: 1.1846, loss: 1.1846, grad_norm: 9.3046 2020-08-01 17:46:59,164 - mmaction - INFO - Epoch [90][960/3757] lr: 1.000e-04, eta: 21:53:18, time: 1.902, data_time: 1.128, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8781, loss_cls: 1.2300, loss: 1.2300, grad_norm: 9.3451 2020-08-01 17:47:39,317 - mmaction - INFO - Epoch [90][980/3757] lr: 1.000e-04, eta: 21:52:40, time: 2.013, data_time: 1.140, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8773, loss_cls: 1.2318, loss: 1.2318, grad_norm: 9.1456 2020-08-01 17:48:17,877 - mmaction - INFO - Epoch [90][1000/3757] lr: 1.000e-04, eta: 21:52:00, time: 1.923, data_time: 0.316, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8914, loss_cls: 1.1436, loss: 1.1436, grad_norm: 9.0236 2020-08-01 17:48:58,540 - mmaction - INFO - Epoch [90][1020/3757] lr: 1.000e-04, eta: 21:51:22, time: 2.037, data_time: 0.009, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8734, loss_cls: 1.2116, loss: 1.2116, grad_norm: 9.2106 2020-08-01 17:49:37,713 - mmaction - INFO - Epoch [90][1040/3757] lr: 1.000e-04, eta: 21:50:43, time: 1.959, data_time: 0.011, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8703, loss_cls: 1.2122, loss: 1.2122, grad_norm: 9.1540 2020-08-01 17:50:12,920 - mmaction - INFO - Epoch [90][1060/3757] lr: 1.000e-04, eta: 21:50:03, time: 1.760, data_time: 0.051, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8859, loss_cls: 1.2005, loss: 1.2005, grad_norm: 9.3296 2020-08-01 17:50:52,500 - mmaction - INFO - Epoch [90][1080/3757] lr: 1.000e-04, eta: 21:49:24, time: 1.977, data_time: 0.239, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8773, loss_cls: 1.1893, loss: 1.1893, grad_norm: 9.3440 2020-08-01 17:51:30,601 - mmaction - INFO - Epoch [90][1100/3757] lr: 1.000e-04, eta: 21:48:45, time: 1.900, data_time: 0.012, memory: 5170, top1_acc: 0.7227, top5_acc: 0.9000, loss_cls: 1.1120, loss: 1.1120, grad_norm: 9.1477 2020-08-01 17:52:09,595 - mmaction - INFO - Epoch [90][1120/3757] lr: 1.000e-04, eta: 21:48:06, time: 1.958, data_time: 0.010, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8789, loss_cls: 1.1438, loss: 1.1438, grad_norm: 9.0065 2020-08-01 17:52:49,860 - mmaction - INFO - Epoch [90][1140/3757] lr: 1.000e-04, eta: 21:47:27, time: 2.012, data_time: 0.002, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8719, loss_cls: 1.2269, loss: 1.2269, grad_norm: 9.1964 2020-08-01 17:53:29,330 - mmaction - INFO - Epoch [90][1160/3757] lr: 1.000e-04, eta: 21:46:48, time: 1.968, data_time: 0.008, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8883, loss_cls: 1.1933, loss: 1.1933, grad_norm: 9.2126 2020-08-01 17:54:07,542 - mmaction - INFO - Epoch [90][1180/3757] lr: 1.000e-04, eta: 21:46:09, time: 1.916, data_time: 0.009, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8828, loss_cls: 1.2170, loss: 1.2170, grad_norm: 9.3841 2020-08-01 17:54:49,311 - mmaction - INFO - Epoch [90][1200/3757] lr: 1.000e-04, eta: 21:45:30, time: 2.090, data_time: 0.003, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8672, loss_cls: 1.2235, loss: 1.2235, grad_norm: 9.4760 2020-08-01 17:55:24,767 - mmaction - INFO - Epoch [90][1220/3757] lr: 1.000e-04, eta: 21:44:51, time: 1.766, data_time: 0.007, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8773, loss_cls: 1.2122, loss: 1.2122, grad_norm: 9.5105 2020-08-01 17:56:01,582 - mmaction - INFO - Epoch [90][1240/3757] lr: 1.000e-04, eta: 21:44:11, time: 1.846, data_time: 0.010, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8719, loss_cls: 1.2147, loss: 1.2147, grad_norm: 9.0099 2020-08-01 17:56:44,292 - mmaction - INFO - Epoch [90][1260/3757] lr: 1.000e-04, eta: 21:43:33, time: 2.134, data_time: 1.016, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8852, loss_cls: 1.2127, loss: 1.2127, grad_norm: 9.2648 2020-08-01 17:57:24,364 - mmaction - INFO - Epoch [90][1280/3757] lr: 1.000e-04, eta: 21:42:54, time: 2.007, data_time: 1.420, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8961, loss_cls: 1.1664, loss: 1.1664, grad_norm: 9.4340 2020-08-01 17:58:03,237 - mmaction - INFO - Epoch [90][1300/3757] lr: 1.000e-04, eta: 21:42:15, time: 1.943, data_time: 1.372, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8891, loss_cls: 1.1802, loss: 1.1802, grad_norm: 9.0581 2020-08-01 17:58:40,967 - mmaction - INFO - Epoch [90][1320/3757] lr: 1.000e-04, eta: 21:41:36, time: 1.887, data_time: 1.090, memory: 5170, top1_acc: 0.7398, top5_acc: 0.9008, loss_cls: 1.0761, loss: 1.0761, grad_norm: 8.9784 2020-08-01 17:59:20,422 - mmaction - INFO - Epoch [90][1340/3757] lr: 1.000e-04, eta: 21:40:57, time: 1.969, data_time: 1.033, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8953, loss_cls: 1.1606, loss: 1.1606, grad_norm: 9.1426 2020-08-01 18:00:00,500 - mmaction - INFO - Epoch [90][1360/3757] lr: 1.000e-04, eta: 21:40:18, time: 2.007, data_time: 1.430, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8641, loss_cls: 1.2898, loss: 1.2898, grad_norm: 9.4019 2020-08-01 18:00:40,170 - mmaction - INFO - Epoch [90][1380/3757] lr: 1.000e-04, eta: 21:39:39, time: 1.969, data_time: 0.544, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8805, loss_cls: 1.1900, loss: 1.1900, grad_norm: 9.1538 2020-08-01 18:01:21,090 - mmaction - INFO - Epoch [90][1400/3757] lr: 1.000e-04, eta: 21:39:00, time: 2.061, data_time: 0.029, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8820, loss_cls: 1.1967, loss: 1.1967, grad_norm: 9.0749 2020-08-01 18:02:00,679 - mmaction - INFO - Epoch [90][1420/3757] lr: 1.000e-04, eta: 21:38:21, time: 1.977, data_time: 0.009, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8781, loss_cls: 1.2173, loss: 1.2173, grad_norm: 9.3926 2020-08-01 18:02:39,661 - mmaction - INFO - Epoch [90][1440/3757] lr: 1.000e-04, eta: 21:37:42, time: 1.947, data_time: 0.005, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8719, loss_cls: 1.1866, loss: 1.1866, grad_norm: 8.9083 2020-08-01 18:03:20,421 - mmaction - INFO - Epoch [90][1460/3757] lr: 1.000e-04, eta: 21:37:03, time: 2.036, data_time: 0.009, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8695, loss_cls: 1.2523, loss: 1.2523, grad_norm: 9.3575 2020-08-01 18:04:01,035 - mmaction - INFO - Epoch [90][1480/3757] lr: 1.000e-04, eta: 21:36:24, time: 2.036, data_time: 0.176, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8719, loss_cls: 1.2077, loss: 1.2077, grad_norm: 9.0572 2020-08-01 18:04:42,393 - mmaction - INFO - Epoch [90][1500/3757] lr: 1.000e-04, eta: 21:35:45, time: 2.066, data_time: 0.008, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8781, loss_cls: 1.1743, loss: 1.1743, grad_norm: 9.2243 2020-08-01 18:05:16,997 - mmaction - INFO - Epoch [90][1520/3757] lr: 1.000e-04, eta: 21:35:06, time: 1.725, data_time: 0.013, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8719, loss_cls: 1.2637, loss: 1.2637, grad_norm: 9.4920 2020-08-01 18:05:53,434 - mmaction - INFO - Epoch [90][1540/3757] lr: 1.000e-04, eta: 21:34:26, time: 1.827, data_time: 0.013, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8602, loss_cls: 1.2971, loss: 1.2971, grad_norm: 9.3832 2020-08-01 18:06:32,436 - mmaction - INFO - Epoch [90][1560/3757] lr: 1.000e-04, eta: 21:33:47, time: 1.946, data_time: 0.012, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8781, loss_cls: 1.2131, loss: 1.2131, grad_norm: 9.1641 2020-08-01 18:07:12,474 - mmaction - INFO - Epoch [90][1580/3757] lr: 1.000e-04, eta: 21:33:08, time: 2.003, data_time: 0.011, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8766, loss_cls: 1.1842, loss: 1.1842, grad_norm: 9.1361 2020-08-01 18:07:52,965 - mmaction - INFO - Epoch [90][1600/3757] lr: 1.000e-04, eta: 21:32:30, time: 2.030, data_time: 0.103, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8812, loss_cls: 1.1873, loss: 1.1873, grad_norm: 9.2120 2020-08-01 18:08:31,215 - mmaction - INFO - Epoch [90][1620/3757] lr: 1.000e-04, eta: 21:31:50, time: 1.911, data_time: 0.008, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8789, loss_cls: 1.2062, loss: 1.2062, grad_norm: 9.4612 2020-08-01 18:09:10,310 - mmaction - INFO - Epoch [90][1640/3757] lr: 1.000e-04, eta: 21:31:11, time: 1.954, data_time: 0.004, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8914, loss_cls: 1.1459, loss: 1.1459, grad_norm: 9.0259 2020-08-01 18:09:52,550 - mmaction - INFO - Epoch [90][1660/3757] lr: 1.000e-04, eta: 21:30:33, time: 2.109, data_time: 0.011, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8812, loss_cls: 1.1915, loss: 1.1915, grad_norm: 9.2662 2020-08-01 18:10:33,593 - mmaction - INFO - Epoch [90][1680/3757] lr: 1.000e-04, eta: 21:29:54, time: 2.057, data_time: 0.008, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8977, loss_cls: 1.2044, loss: 1.2044, grad_norm: 9.3106 2020-08-01 18:11:12,915 - mmaction - INFO - Epoch [90][1700/3757] lr: 1.000e-04, eta: 21:29:15, time: 1.960, data_time: 0.003, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8789, loss_cls: 1.1976, loss: 1.1976, grad_norm: 9.2808 2020-08-01 18:11:52,101 - mmaction - INFO - Epoch [90][1720/3757] lr: 1.000e-04, eta: 21:28:36, time: 1.961, data_time: 0.009, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8891, loss_cls: 1.1955, loss: 1.1955, grad_norm: 9.1273 2020-08-01 18:12:27,761 - mmaction - INFO - Epoch [90][1740/3757] lr: 1.000e-04, eta: 21:27:57, time: 1.787, data_time: 0.011, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8828, loss_cls: 1.1880, loss: 1.1880, grad_norm: 9.0742 2020-08-01 18:13:07,422 - mmaction - INFO - Epoch [90][1760/3757] lr: 1.000e-04, eta: 21:27:18, time: 1.983, data_time: 0.003, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8859, loss_cls: 1.1607, loss: 1.1607, grad_norm: 9.2796 2020-08-01 18:13:44,320 - mmaction - INFO - Epoch [90][1780/3757] lr: 1.000e-04, eta: 21:26:38, time: 1.843, data_time: 0.009, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8867, loss_cls: 1.1329, loss: 1.1329, grad_norm: 9.0040 2020-08-01 18:14:24,167 - mmaction - INFO - Epoch [90][1800/3757] lr: 1.000e-04, eta: 21:25:59, time: 1.989, data_time: 0.006, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8898, loss_cls: 1.1673, loss: 1.1673, grad_norm: 9.2232 2020-08-01 18:15:02,106 - mmaction - INFO - Epoch [90][1820/3757] lr: 1.000e-04, eta: 21:25:20, time: 1.902, data_time: 0.008, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8938, loss_cls: 1.1367, loss: 1.1367, grad_norm: 9.2899 2020-08-01 18:15:38,955 - mmaction - INFO - Epoch [90][1840/3757] lr: 1.000e-04, eta: 21:24:41, time: 1.841, data_time: 0.003, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8898, loss_cls: 1.1237, loss: 1.1237, grad_norm: 8.9629 2020-08-01 18:16:21,166 - mmaction - INFO - Epoch [90][1860/3757] lr: 1.000e-04, eta: 21:24:02, time: 2.111, data_time: 0.010, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8922, loss_cls: 1.1323, loss: 1.1323, grad_norm: 8.8613 2020-08-01 18:16:59,386 - mmaction - INFO - Epoch [90][1880/3757] lr: 1.000e-04, eta: 21:23:23, time: 1.912, data_time: 0.004, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8797, loss_cls: 1.1643, loss: 1.1643, grad_norm: 9.1147 2020-08-01 18:17:37,387 - mmaction - INFO - Epoch [90][1900/3757] lr: 1.000e-04, eta: 21:22:44, time: 1.892, data_time: 0.058, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8875, loss_cls: 1.1676, loss: 1.1676, grad_norm: 9.2558 2020-08-01 18:18:17,962 - mmaction - INFO - Epoch [90][1920/3757] lr: 1.000e-04, eta: 21:22:05, time: 2.036, data_time: 0.480, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8719, loss_cls: 1.1817, loss: 1.1817, grad_norm: 9.1178 2020-08-01 18:18:57,133 - mmaction - INFO - Epoch [90][1940/3757] lr: 1.000e-04, eta: 21:21:26, time: 1.956, data_time: 0.528, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8852, loss_cls: 1.1815, loss: 1.1815, grad_norm: 9.4984 2020-08-01 18:19:32,875 - mmaction - INFO - Epoch [90][1960/3757] lr: 1.000e-04, eta: 21:20:47, time: 1.791, data_time: 0.391, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8961, loss_cls: 1.1635, loss: 1.1635, grad_norm: 9.1153 2020-08-01 18:20:12,749 - mmaction - INFO - Epoch [90][1980/3757] lr: 1.000e-04, eta: 21:20:08, time: 1.990, data_time: 0.604, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8781, loss_cls: 1.2457, loss: 1.2457, grad_norm: 9.6579 2020-08-01 18:20:51,312 - mmaction - INFO - Epoch [90][2000/3757] lr: 1.000e-04, eta: 21:19:29, time: 1.932, data_time: 0.084, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8727, loss_cls: 1.2296, loss: 1.2296, grad_norm: 9.2356 2020-08-01 18:21:30,869 - mmaction - INFO - Epoch [90][2020/3757] lr: 1.000e-04, eta: 21:18:50, time: 1.972, data_time: 0.011, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8766, loss_cls: 1.2100, loss: 1.2100, grad_norm: 9.1848 2020-08-01 18:22:10,645 - mmaction - INFO - Epoch [90][2040/3757] lr: 1.000e-04, eta: 21:18:11, time: 1.985, data_time: 0.011, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8688, loss_cls: 1.3001, loss: 1.3001, grad_norm: 9.6212 2020-08-01 18:22:48,099 - mmaction - INFO - Epoch [90][2060/3757] lr: 1.000e-04, eta: 21:17:31, time: 1.883, data_time: 0.013, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8727, loss_cls: 1.2832, loss: 1.2832, grad_norm: 9.4345 2020-08-01 18:23:26,232 - mmaction - INFO - Epoch [90][2080/3757] lr: 1.000e-04, eta: 21:16:52, time: 1.906, data_time: 0.004, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8938, loss_cls: 1.1483, loss: 1.1483, grad_norm: 9.3257 2020-08-01 18:24:05,975 - mmaction - INFO - Epoch [90][2100/3757] lr: 1.000e-04, eta: 21:16:13, time: 1.986, data_time: 0.007, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8703, loss_cls: 1.2481, loss: 1.2481, grad_norm: 9.4627 2020-08-01 18:24:43,214 - mmaction - INFO - Epoch [90][2120/3757] lr: 1.000e-04, eta: 21:15:34, time: 1.862, data_time: 0.004, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8539, loss_cls: 1.3332, loss: 1.3332, grad_norm: 9.6186 2020-08-01 18:25:22,947 - mmaction - INFO - Epoch [90][2140/3757] lr: 1.000e-04, eta: 21:14:55, time: 1.983, data_time: 0.014, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8750, loss_cls: 1.2172, loss: 1.2172, grad_norm: 9.3414 2020-08-01 18:26:01,828 - mmaction - INFO - Epoch [90][2160/3757] lr: 1.000e-04, eta: 21:14:16, time: 1.949, data_time: 0.010, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8797, loss_cls: 1.1738, loss: 1.1738, grad_norm: 9.1998 2020-08-01 18:26:38,987 - mmaction - INFO - Epoch [90][2180/3757] lr: 1.000e-04, eta: 21:13:37, time: 1.848, data_time: 0.015, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8695, loss_cls: 1.2516, loss: 1.2516, grad_norm: 9.3298 2020-08-01 18:27:19,944 - mmaction - INFO - Epoch [90][2200/3757] lr: 1.000e-04, eta: 21:12:58, time: 2.057, data_time: 0.012, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8727, loss_cls: 1.2394, loss: 1.2394, grad_norm: 9.2387 2020-08-01 18:27:58,089 - mmaction - INFO - Epoch [90][2220/3757] lr: 1.000e-04, eta: 21:12:19, time: 1.905, data_time: 0.009, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8820, loss_cls: 1.1600, loss: 1.1600, grad_norm: 9.4640 2020-08-01 18:28:39,442 - mmaction - INFO - Epoch [90][2240/3757] lr: 1.000e-04, eta: 21:11:40, time: 2.071, data_time: 0.009, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8750, loss_cls: 1.2506, loss: 1.2506, grad_norm: 9.3237 2020-08-01 18:29:17,901 - mmaction - INFO - Epoch [90][2260/3757] lr: 1.000e-04, eta: 21:11:01, time: 1.922, data_time: 0.010, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8922, loss_cls: 1.1381, loss: 1.1381, grad_norm: 8.9168 2020-08-01 18:29:53,679 - mmaction - INFO - Epoch [90][2280/3757] lr: 1.000e-04, eta: 21:10:21, time: 1.789, data_time: 0.004, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8820, loss_cls: 1.1981, loss: 1.1981, grad_norm: 9.3012 2020-08-01 18:30:34,920 - mmaction - INFO - Epoch [90][2300/3757] lr: 1.000e-04, eta: 21:09:43, time: 2.050, data_time: 0.009, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8766, loss_cls: 1.1997, loss: 1.1997, grad_norm: 9.2028 2020-08-01 18:31:16,221 - mmaction - INFO - Epoch [90][2320/3757] lr: 1.000e-04, eta: 21:09:04, time: 2.074, data_time: 0.014, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1699, loss: 1.1699, grad_norm: 9.0402 2020-08-01 18:31:54,588 - mmaction - INFO - Epoch [90][2340/3757] lr: 1.000e-04, eta: 21:08:25, time: 1.919, data_time: 0.022, memory: 5170, top1_acc: 0.7305, top5_acc: 0.8867, loss_cls: 1.1180, loss: 1.1180, grad_norm: 8.6469 2020-08-01 18:32:33,137 - mmaction - INFO - Epoch [90][2360/3757] lr: 1.000e-04, eta: 21:07:46, time: 1.928, data_time: 0.011, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8766, loss_cls: 1.1650, loss: 1.1650, grad_norm: 9.0282 2020-08-01 18:33:10,579 - mmaction - INFO - Epoch [90][2380/3757] lr: 1.000e-04, eta: 21:07:06, time: 1.873, data_time: 0.019, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8703, loss_cls: 1.2815, loss: 1.2815, grad_norm: 9.4172 2020-08-01 18:33:48,795 - mmaction - INFO - Epoch [90][2400/3757] lr: 1.000e-04, eta: 21:06:27, time: 1.903, data_time: 0.400, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8820, loss_cls: 1.1861, loss: 1.1861, grad_norm: 9.6647 2020-08-01 18:34:28,277 - mmaction - INFO - Epoch [90][2420/3757] lr: 1.000e-04, eta: 21:05:48, time: 1.978, data_time: 0.011, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8695, loss_cls: 1.2680, loss: 1.2680, grad_norm: 9.6073 2020-08-01 18:35:06,585 - mmaction - INFO - Epoch [90][2440/3757] lr: 1.000e-04, eta: 21:05:09, time: 1.920, data_time: 0.315, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8805, loss_cls: 1.2070, loss: 1.2070, grad_norm: 9.3485 2020-08-01 18:35:46,674 - mmaction - INFO - Epoch [90][2460/3757] lr: 1.000e-04, eta: 21:04:30, time: 2.002, data_time: 1.025, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8828, loss_cls: 1.1894, loss: 1.1894, grad_norm: 9.0981 2020-08-01 18:36:26,646 - mmaction - INFO - Epoch [90][2480/3757] lr: 1.000e-04, eta: 21:03:51, time: 2.002, data_time: 0.405, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1891, loss: 1.1891, grad_norm: 9.1992 2020-08-01 18:37:02,985 - mmaction - INFO - Epoch [90][2500/3757] lr: 1.000e-04, eta: 21:03:12, time: 1.816, data_time: 0.381, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8844, loss_cls: 1.1824, loss: 1.1824, grad_norm: 9.2214 2020-08-01 18:37:42,625 - mmaction - INFO - Epoch [90][2520/3757] lr: 1.000e-04, eta: 21:02:33, time: 1.983, data_time: 0.955, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8891, loss_cls: 1.1805, loss: 1.1805, grad_norm: 9.2026 2020-08-01 18:38:22,666 - mmaction - INFO - Epoch [90][2540/3757] lr: 1.000e-04, eta: 21:01:54, time: 1.999, data_time: 0.756, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8898, loss_cls: 1.1563, loss: 1.1563, grad_norm: 8.9749 2020-08-01 18:39:02,863 - mmaction - INFO - Epoch [90][2560/3757] lr: 1.000e-04, eta: 21:01:15, time: 2.012, data_time: 0.576, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8703, loss_cls: 1.2370, loss: 1.2370, grad_norm: 9.4511 2020-08-01 18:39:41,324 - mmaction - INFO - Epoch [90][2580/3757] lr: 1.000e-04, eta: 21:00:36, time: 1.914, data_time: 1.148, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8688, loss_cls: 1.2649, loss: 1.2649, grad_norm: 9.2552 2020-08-01 18:40:20,698 - mmaction - INFO - Epoch [90][2600/3757] lr: 1.000e-04, eta: 20:59:57, time: 1.973, data_time: 1.386, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8703, loss_cls: 1.2076, loss: 1.2076, grad_norm: 9.0817 2020-08-01 18:40:59,019 - mmaction - INFO - Epoch [90][2620/3757] lr: 1.000e-04, eta: 20:59:18, time: 1.920, data_time: 1.344, memory: 5170, top1_acc: 0.6664, top5_acc: 0.8500, loss_cls: 1.3725, loss: 1.3725, grad_norm: 9.6382 2020-08-01 18:41:34,742 - mmaction - INFO - Epoch [90][2640/3757] lr: 1.000e-04, eta: 20:58:38, time: 1.781, data_time: 0.739, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8867, loss_cls: 1.1945, loss: 1.1945, grad_norm: 9.1884 2020-08-01 18:42:12,897 - mmaction - INFO - Epoch [90][2660/3757] lr: 1.000e-04, eta: 20:57:59, time: 1.912, data_time: 0.019, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8742, loss_cls: 1.2027, loss: 1.2027, grad_norm: 9.1241 2020-08-01 18:42:53,685 - mmaction - INFO - Epoch [90][2680/3757] lr: 1.000e-04, eta: 20:57:21, time: 2.042, data_time: 0.098, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8664, loss_cls: 1.1980, loss: 1.1980, grad_norm: 9.2294 2020-08-01 18:43:33,799 - mmaction - INFO - Epoch [90][2700/3757] lr: 1.000e-04, eta: 20:56:42, time: 2.006, data_time: 0.114, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8781, loss_cls: 1.2105, loss: 1.2105, grad_norm: 9.3561 2020-08-01 18:44:08,414 - mmaction - INFO - Epoch [90][2720/3757] lr: 1.000e-04, eta: 20:56:02, time: 1.731, data_time: 0.021, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8734, loss_cls: 1.2517, loss: 1.2517, grad_norm: 9.2953 2020-08-01 18:44:47,823 - mmaction - INFO - Epoch [90][2740/3757] lr: 1.000e-04, eta: 20:55:23, time: 1.968, data_time: 0.003, memory: 5170, top1_acc: 0.7320, top5_acc: 0.8906, loss_cls: 1.1682, loss: 1.1682, grad_norm: 8.8598 2020-08-01 18:45:27,293 - mmaction - INFO - Epoch [90][2760/3757] lr: 1.000e-04, eta: 20:54:44, time: 1.967, data_time: 0.010, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8617, loss_cls: 1.2868, loss: 1.2868, grad_norm: 9.4482 2020-08-01 18:46:05,906 - mmaction - INFO - Epoch [90][2780/3757] lr: 1.000e-04, eta: 20:54:05, time: 1.940, data_time: 0.011, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8766, loss_cls: 1.2176, loss: 1.2176, grad_norm: 9.4695 2020-08-01 18:46:44,179 - mmaction - INFO - Epoch [90][2800/3757] lr: 1.000e-04, eta: 20:53:26, time: 1.909, data_time: 0.008, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8727, loss_cls: 1.2487, loss: 1.2487, grad_norm: 9.6752 2020-08-01 18:47:23,901 - mmaction - INFO - Epoch [90][2820/3757] lr: 1.000e-04, eta: 20:52:47, time: 1.991, data_time: 0.007, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8852, loss_cls: 1.1789, loss: 1.1789, grad_norm: 9.2459 2020-08-01 18:48:02,960 - mmaction - INFO - Epoch [90][2840/3757] lr: 1.000e-04, eta: 20:52:08, time: 1.945, data_time: 0.007, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8828, loss_cls: 1.1623, loss: 1.1623, grad_norm: 9.1571 2020-08-01 18:48:44,054 - mmaction - INFO - Epoch [90][2860/3757] lr: 1.000e-04, eta: 20:51:29, time: 2.054, data_time: 0.011, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8719, loss_cls: 1.2100, loss: 1.2100, grad_norm: 9.0047 2020-08-01 18:49:20,327 - mmaction - INFO - Epoch [90][2880/3757] lr: 1.000e-04, eta: 20:50:50, time: 1.822, data_time: 0.012, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8891, loss_cls: 1.1545, loss: 1.1545, grad_norm: 9.1469 2020-08-01 18:50:03,127 - mmaction - INFO - Epoch [90][2900/3757] lr: 1.000e-04, eta: 20:50:11, time: 2.140, data_time: 0.007, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8781, loss_cls: 1.2596, loss: 1.2596, grad_norm: 9.5007 2020-08-01 18:50:40,683 - mmaction - INFO - Epoch [90][2920/3757] lr: 1.000e-04, eta: 20:49:32, time: 1.878, data_time: 0.003, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8852, loss_cls: 1.2096, loss: 1.2096, grad_norm: 9.3650 2020-08-01 18:51:19,109 - mmaction - INFO - Epoch [90][2940/3757] lr: 1.000e-04, eta: 20:48:53, time: 1.916, data_time: 0.010, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8734, loss_cls: 1.2303, loss: 1.2303, grad_norm: 9.1042 2020-08-01 18:51:58,309 - mmaction - INFO - Epoch [90][2960/3757] lr: 1.000e-04, eta: 20:48:14, time: 1.964, data_time: 0.014, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8758, loss_cls: 1.2147, loss: 1.2147, grad_norm: 9.4960 2020-08-01 18:52:35,217 - mmaction - INFO - Epoch [90][2980/3757] lr: 1.000e-04, eta: 20:47:34, time: 1.836, data_time: 0.007, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8703, loss_cls: 1.2540, loss: 1.2540, grad_norm: 9.5017 2020-08-01 18:53:12,145 - mmaction - INFO - Epoch [90][3000/3757] lr: 1.000e-04, eta: 20:46:55, time: 1.855, data_time: 0.014, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8797, loss_cls: 1.2135, loss: 1.2135, grad_norm: 9.3794 2020-08-01 18:53:51,314 - mmaction - INFO - Epoch [90][3020/3757] lr: 1.000e-04, eta: 20:46:16, time: 1.960, data_time: 0.005, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8859, loss_cls: 1.1616, loss: 1.1616, grad_norm: 9.2644 2020-08-01 18:54:30,537 - mmaction - INFO - Epoch [90][3040/3757] lr: 1.000e-04, eta: 20:45:37, time: 1.955, data_time: 0.007, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8852, loss_cls: 1.1390, loss: 1.1390, grad_norm: 9.1215 2020-08-01 18:55:10,563 - mmaction - INFO - Epoch [90][3060/3757] lr: 1.000e-04, eta: 20:44:58, time: 2.005, data_time: 0.009, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8766, loss_cls: 1.2557, loss: 1.2557, grad_norm: 9.5091 2020-08-01 18:55:48,966 - mmaction - INFO - Epoch [90][3080/3757] lr: 1.000e-04, eta: 20:44:19, time: 1.920, data_time: 0.005, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8914, loss_cls: 1.1208, loss: 1.1208, grad_norm: 8.9817 2020-08-01 18:56:27,314 - mmaction - INFO - Epoch [90][3100/3757] lr: 1.000e-04, eta: 20:43:40, time: 1.914, data_time: 0.009, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8711, loss_cls: 1.2609, loss: 1.2609, grad_norm: 9.3737 2020-08-01 18:57:10,353 - mmaction - INFO - Epoch [90][3120/3757] lr: 1.000e-04, eta: 20:43:01, time: 2.155, data_time: 0.009, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8680, loss_cls: 1.2395, loss: 1.2395, grad_norm: 9.6241 2020-08-01 18:57:43,232 - mmaction - INFO - Epoch [90][3140/3757] lr: 1.000e-04, eta: 20:42:22, time: 1.647, data_time: 0.010, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8844, loss_cls: 1.2136, loss: 1.2136, grad_norm: 9.5452 2020-08-01 18:58:23,653 - mmaction - INFO - Epoch [90][3160/3757] lr: 1.000e-04, eta: 20:41:43, time: 2.021, data_time: 0.002, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8945, loss_cls: 1.1243, loss: 1.1243, grad_norm: 9.0991 2020-08-01 18:59:04,479 - mmaction - INFO - Epoch [90][3180/3757] lr: 1.000e-04, eta: 20:41:04, time: 2.041, data_time: 0.010, memory: 5170, top1_acc: 0.7391, top5_acc: 0.8914, loss_cls: 1.0939, loss: 1.0939, grad_norm: 8.9077 2020-08-01 18:59:45,301 - mmaction - INFO - Epoch [90][3200/3757] lr: 1.000e-04, eta: 20:40:25, time: 2.034, data_time: 0.036, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8883, loss_cls: 1.2547, loss: 1.2547, grad_norm: 9.8463 2020-08-01 19:00:22,072 - mmaction - INFO - Epoch [90][3220/3757] lr: 1.000e-04, eta: 20:39:46, time: 1.827, data_time: 0.009, memory: 5170, top1_acc: 0.7359, top5_acc: 0.8891, loss_cls: 1.1161, loss: 1.1161, grad_norm: 9.0181 2020-08-01 19:00:59,219 - mmaction - INFO - Epoch [90][3240/3757] lr: 1.000e-04, eta: 20:39:07, time: 1.872, data_time: 1.017, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8891, loss_cls: 1.1311, loss: 1.1311, grad_norm: 9.1538 2020-08-01 19:01:37,477 - mmaction - INFO - Epoch [90][3260/3757] lr: 1.000e-04, eta: 20:38:27, time: 1.913, data_time: 0.360, memory: 5170, top1_acc: 0.7188, top5_acc: 0.9000, loss_cls: 1.1202, loss: 1.1202, grad_norm: 9.2088 2020-08-01 19:02:17,968 - mmaction - INFO - Epoch [90][3280/3757] lr: 1.000e-04, eta: 20:37:48, time: 2.020, data_time: 0.774, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8789, loss_cls: 1.2131, loss: 1.2131, grad_norm: 9.5812 2020-08-01 19:02:56,880 - mmaction - INFO - Epoch [90][3300/3757] lr: 1.000e-04, eta: 20:37:09, time: 1.952, data_time: 1.275, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8844, loss_cls: 1.1803, loss: 1.1803, grad_norm: 9.3348 2020-08-01 19:03:36,198 - mmaction - INFO - Epoch [90][3320/3757] lr: 1.000e-04, eta: 20:36:30, time: 1.968, data_time: 0.966, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8859, loss_cls: 1.1739, loss: 1.1739, grad_norm: 9.2780 2020-08-01 19:04:17,549 - mmaction - INFO - Epoch [90][3340/3757] lr: 1.000e-04, eta: 20:35:52, time: 2.061, data_time: 0.101, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8750, loss_cls: 1.2430, loss: 1.2430, grad_norm: 9.4072 2020-08-01 19:04:53,660 - mmaction - INFO - Epoch [90][3360/3757] lr: 1.000e-04, eta: 20:35:12, time: 1.811, data_time: 0.016, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8828, loss_cls: 1.2009, loss: 1.2009, grad_norm: 9.3202 2020-08-01 19:05:32,580 - mmaction - INFO - Epoch [90][3380/3757] lr: 1.000e-04, eta: 20:34:33, time: 1.939, data_time: 0.008, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8758, loss_cls: 1.1946, loss: 1.1946, grad_norm: 9.0109 2020-08-01 19:06:12,219 - mmaction - INFO - Epoch [90][3400/3757] lr: 1.000e-04, eta: 20:33:54, time: 1.987, data_time: 0.010, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8617, loss_cls: 1.2370, loss: 1.2370, grad_norm: 9.4348 2020-08-01 19:06:49,013 - mmaction - INFO - Epoch [90][3420/3757] lr: 1.000e-04, eta: 20:33:15, time: 1.839, data_time: 0.011, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8859, loss_cls: 1.2120, loss: 1.2120, grad_norm: 9.2882 2020-08-01 19:07:29,331 - mmaction - INFO - Epoch [90][3440/3757] lr: 1.000e-04, eta: 20:32:36, time: 2.018, data_time: 0.047, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8977, loss_cls: 1.1273, loss: 1.1273, grad_norm: 8.9805 2020-08-01 19:08:08,739 - mmaction - INFO - Epoch [90][3460/3757] lr: 1.000e-04, eta: 20:31:57, time: 1.971, data_time: 0.010, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8852, loss_cls: 1.1864, loss: 1.1864, grad_norm: 9.1668 2020-08-01 19:08:47,249 - mmaction - INFO - Epoch [90][3480/3757] lr: 1.000e-04, eta: 20:31:18, time: 1.925, data_time: 0.003, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8711, loss_cls: 1.2199, loss: 1.2199, grad_norm: 9.4141 2020-08-01 19:09:26,489 - mmaction - INFO - Epoch [90][3500/3757] lr: 1.000e-04, eta: 20:30:39, time: 1.959, data_time: 0.009, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8789, loss_cls: 1.1784, loss: 1.1784, grad_norm: 9.1667 2020-08-01 19:10:04,584 - mmaction - INFO - Epoch [90][3520/3757] lr: 1.000e-04, eta: 20:30:00, time: 1.909, data_time: 0.011, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8680, loss_cls: 1.2334, loss: 1.2334, grad_norm: 9.4277 2020-08-01 19:10:47,651 - mmaction - INFO - Epoch [90][3540/3757] lr: 1.000e-04, eta: 20:29:21, time: 2.154, data_time: 0.002, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8852, loss_cls: 1.1716, loss: 1.1716, grad_norm: 9.0211 2020-08-01 19:11:27,121 - mmaction - INFO - Epoch [90][3560/3757] lr: 1.000e-04, eta: 20:28:42, time: 1.972, data_time: 0.008, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8766, loss_cls: 1.1799, loss: 1.1799, grad_norm: 9.1195 2020-08-01 19:12:02,624 - mmaction - INFO - Epoch [90][3580/3757] lr: 1.000e-04, eta: 20:28:03, time: 1.768, data_time: 0.009, memory: 5170, top1_acc: 0.6758, top5_acc: 0.8766, loss_cls: 1.2590, loss: 1.2590, grad_norm: 9.7036 2020-08-01 19:12:40,038 - mmaction - INFO - Epoch [90][3600/3757] lr: 1.000e-04, eta: 20:27:24, time: 1.875, data_time: 0.358, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8641, loss_cls: 1.2756, loss: 1.2756, grad_norm: 9.4682 2020-08-01 19:13:17,692 - mmaction - INFO - Epoch [90][3620/3757] lr: 1.000e-04, eta: 20:26:44, time: 1.885, data_time: 0.012, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8656, loss_cls: 1.2175, loss: 1.2175, grad_norm: 9.0928 2020-08-01 19:13:53,409 - mmaction - INFO - Epoch [90][3640/3757] lr: 1.000e-04, eta: 20:26:05, time: 1.786, data_time: 0.005, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8773, loss_cls: 1.2332, loss: 1.2332, grad_norm: 9.3607 2020-08-01 19:14:36,015 - mmaction - INFO - Epoch [90][3660/3757] lr: 1.000e-04, eta: 20:25:26, time: 2.130, data_time: 0.009, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8766, loss_cls: 1.2192, loss: 1.2192, grad_norm: 9.0438 2020-08-01 19:15:11,079 - mmaction - INFO - Epoch [90][3680/3757] lr: 1.000e-04, eta: 20:24:47, time: 1.754, data_time: 0.004, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8836, loss_cls: 1.2136, loss: 1.2136, grad_norm: 9.2600 2020-08-01 19:15:54,011 - mmaction - INFO - Epoch [90][3700/3757] lr: 1.000e-04, eta: 20:24:08, time: 2.146, data_time: 0.003, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8828, loss_cls: 1.2089, loss: 1.2089, grad_norm: 9.4443 2020-08-01 19:16:31,746 - mmaction - INFO - Epoch [90][3720/3757] lr: 1.000e-04, eta: 20:23:29, time: 1.882, data_time: 0.010, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8812, loss_cls: 1.2060, loss: 1.2060, grad_norm: 9.2305 2020-08-01 19:17:11,063 - mmaction - INFO - Epoch [90][3740/3757] lr: 1.000e-04, eta: 20:22:50, time: 1.970, data_time: 0.010, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8734, loss_cls: 1.1829, loss: 1.1829, grad_norm: 9.1162 2020-08-01 19:17:37,820 - mmaction - INFO - Saving checkpoint at 90 epochs 2020-08-01 19:18:34,505 - mmaction - INFO - Epoch [91][20/3757] lr: 1.000e-04, eta: 20:21:36, time: 2.740, data_time: 1.697, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8812, loss_cls: 1.1591, loss: 1.1591, grad_norm: 8.8870 2020-08-01 19:19:16,372 - mmaction - INFO - Epoch [91][40/3757] lr: 1.000e-04, eta: 20:20:57, time: 2.093, data_time: 0.198, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8742, loss_cls: 1.2235, loss: 1.2235, grad_norm: 9.2728 2020-08-01 19:19:52,681 - mmaction - INFO - Epoch [91][60/3757] lr: 1.000e-04, eta: 20:20:18, time: 1.818, data_time: 0.005, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8789, loss_cls: 1.1989, loss: 1.1989, grad_norm: 8.9991 2020-08-01 19:20:38,427 - mmaction - INFO - Epoch [91][80/3757] lr: 1.000e-04, eta: 20:19:40, time: 2.284, data_time: 0.945, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8766, loss_cls: 1.2313, loss: 1.2313, grad_norm: 9.5641 2020-08-01 19:21:18,400 - mmaction - INFO - Epoch [91][100/3757] lr: 1.000e-04, eta: 20:19:01, time: 1.999, data_time: 1.362, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8820, loss_cls: 1.1891, loss: 1.1891, grad_norm: 9.1635 2020-08-01 19:21:58,854 - mmaction - INFO - Epoch [91][120/3757] lr: 1.000e-04, eta: 20:18:22, time: 2.022, data_time: 1.428, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8711, loss_cls: 1.2505, loss: 1.2505, grad_norm: 9.5128 2020-08-01 19:22:34,355 - mmaction - INFO - Epoch [91][140/3757] lr: 1.000e-04, eta: 20:17:42, time: 1.777, data_time: 1.190, memory: 5170, top1_acc: 0.7352, top5_acc: 0.9031, loss_cls: 1.0868, loss: 1.0868, grad_norm: 9.1018 2020-08-01 19:23:14,296 - mmaction - INFO - Epoch [91][160/3757] lr: 1.000e-04, eta: 20:17:03, time: 1.991, data_time: 1.405, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8781, loss_cls: 1.2327, loss: 1.2327, grad_norm: 9.6490 2020-08-01 19:23:53,975 - mmaction - INFO - Epoch [91][180/3757] lr: 1.000e-04, eta: 20:16:24, time: 1.983, data_time: 1.409, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8883, loss_cls: 1.1475, loss: 1.1475, grad_norm: 9.0398 2020-08-01 19:24:32,260 - mmaction - INFO - Epoch [91][200/3757] lr: 1.000e-04, eta: 20:15:45, time: 1.922, data_time: 1.016, memory: 5170, top1_acc: 0.7344, top5_acc: 0.8945, loss_cls: 1.0907, loss: 1.0907, grad_norm: 8.7976 2020-08-01 19:25:09,126 - mmaction - INFO - Epoch [91][220/3757] lr: 1.000e-04, eta: 20:15:06, time: 1.844, data_time: 1.286, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8906, loss_cls: 1.1073, loss: 1.1073, grad_norm: 8.7941 2020-08-01 19:25:45,580 - mmaction - INFO - Epoch [91][240/3757] lr: 1.000e-04, eta: 20:14:27, time: 1.823, data_time: 0.461, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8820, loss_cls: 1.1789, loss: 1.1789, grad_norm: 9.3858 2020-08-01 19:26:25,788 - mmaction - INFO - Epoch [91][260/3757] lr: 1.000e-04, eta: 20:13:48, time: 2.008, data_time: 0.071, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8734, loss_cls: 1.2200, loss: 1.2200, grad_norm: 9.3521 2020-08-01 19:27:03,792 - mmaction - INFO - Epoch [91][280/3757] lr: 1.000e-04, eta: 20:13:09, time: 1.897, data_time: 0.414, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8852, loss_cls: 1.1305, loss: 1.1305, grad_norm: 9.0219 2020-08-01 19:27:42,032 - mmaction - INFO - Epoch [91][300/3757] lr: 1.000e-04, eta: 20:12:29, time: 1.919, data_time: 0.118, memory: 5170, top1_acc: 0.7344, top5_acc: 0.8883, loss_cls: 1.0938, loss: 1.0938, grad_norm: 8.7324 2020-08-01 19:28:25,648 - mmaction - INFO - Epoch [91][320/3757] lr: 1.000e-04, eta: 20:11:51, time: 2.180, data_time: 0.064, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8758, loss_cls: 1.2159, loss: 1.2159, grad_norm: 9.2476 2020-08-01 19:29:02,545 - mmaction - INFO - Epoch [91][340/3757] lr: 1.000e-04, eta: 20:11:12, time: 1.843, data_time: 0.003, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8812, loss_cls: 1.1533, loss: 1.1533, grad_norm: 9.2624 2020-08-01 19:29:43,725 - mmaction - INFO - Epoch [91][360/3757] lr: 1.000e-04, eta: 20:10:33, time: 2.053, data_time: 0.010, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8836, loss_cls: 1.1592, loss: 1.1592, grad_norm: 9.2351 2020-08-01 19:30:22,965 - mmaction - INFO - Epoch [91][380/3757] lr: 1.000e-04, eta: 20:09:54, time: 1.961, data_time: 0.011, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8914, loss_cls: 1.1372, loss: 1.1372, grad_norm: 8.9841 2020-08-01 19:31:01,939 - mmaction - INFO - Epoch [91][400/3757] lr: 1.000e-04, eta: 20:09:15, time: 1.955, data_time: 0.012, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8859, loss_cls: 1.1757, loss: 1.1757, grad_norm: 9.3855 2020-08-01 19:31:40,569 - mmaction - INFO - Epoch [91][420/3757] lr: 1.000e-04, eta: 20:08:36, time: 1.926, data_time: 0.010, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8859, loss_cls: 1.1730, loss: 1.1730, grad_norm: 9.0904 2020-08-01 19:32:23,315 - mmaction - INFO - Epoch [91][440/3757] lr: 1.000e-04, eta: 20:07:57, time: 2.141, data_time: 0.010, memory: 5170, top1_acc: 0.7336, top5_acc: 0.8898, loss_cls: 1.1508, loss: 1.1508, grad_norm: 8.9157 2020-08-01 19:33:00,066 - mmaction - INFO - Epoch [91][460/3757] lr: 1.000e-04, eta: 20:07:18, time: 1.839, data_time: 0.006, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8773, loss_cls: 1.1470, loss: 1.1470, grad_norm: 9.2646 2020-08-01 19:33:36,023 - mmaction - INFO - Epoch [91][480/3757] lr: 1.000e-04, eta: 20:06:38, time: 1.799, data_time: 0.167, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8820, loss_cls: 1.1853, loss: 1.1853, grad_norm: 9.1861 2020-08-01 19:34:17,184 - mmaction - INFO - Epoch [91][500/3757] lr: 1.000e-04, eta: 20:06:00, time: 2.054, data_time: 0.111, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8766, loss_cls: 1.2627, loss: 1.2627, grad_norm: 9.4935 2020-08-01 19:34:55,591 - mmaction - INFO - Epoch [91][520/3757] lr: 1.000e-04, eta: 20:05:20, time: 1.925, data_time: 0.013, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8781, loss_cls: 1.1807, loss: 1.1807, grad_norm: 9.1742 2020-08-01 19:35:34,797 - mmaction - INFO - Epoch [91][540/3757] lr: 1.000e-04, eta: 20:04:41, time: 1.957, data_time: 0.008, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8758, loss_cls: 1.1821, loss: 1.1821, grad_norm: 9.0952 2020-08-01 19:36:16,239 - mmaction - INFO - Epoch [91][560/3757] lr: 1.000e-04, eta: 20:04:03, time: 2.076, data_time: 0.008, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8789, loss_cls: 1.2222, loss: 1.2222, grad_norm: 9.4308 2020-08-01 19:36:52,935 - mmaction - INFO - Epoch [91][580/3757] lr: 1.000e-04, eta: 20:03:23, time: 1.830, data_time: 0.009, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8852, loss_cls: 1.1338, loss: 1.1338, grad_norm: 8.8783 2020-08-01 19:37:32,789 - mmaction - INFO - Epoch [91][600/3757] lr: 1.000e-04, eta: 20:02:44, time: 1.995, data_time: 0.084, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8836, loss_cls: 1.1440, loss: 1.1440, grad_norm: 9.1142 2020-08-01 19:38:11,147 - mmaction - INFO - Epoch [91][620/3757] lr: 1.000e-04, eta: 20:02:05, time: 1.916, data_time: 0.005, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8766, loss_cls: 1.2061, loss: 1.2061, grad_norm: 9.1007 2020-08-01 19:38:55,796 - mmaction - INFO - Epoch [91][640/3757] lr: 1.000e-04, eta: 20:01:27, time: 2.233, data_time: 0.013, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8891, loss_cls: 1.1477, loss: 1.1477, grad_norm: 9.4079 2020-08-01 19:39:30,473 - mmaction - INFO - Epoch [91][660/3757] lr: 1.000e-04, eta: 20:00:47, time: 1.739, data_time: 0.007, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8758, loss_cls: 1.2121, loss: 1.2121, grad_norm: 9.4081 2020-08-01 19:40:13,407 - mmaction - INFO - Epoch [91][680/3757] lr: 1.000e-04, eta: 20:00:09, time: 2.141, data_time: 0.017, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8711, loss_cls: 1.2297, loss: 1.2297, grad_norm: 9.3725 2020-08-01 19:40:49,508 - mmaction - INFO - Epoch [91][700/3757] lr: 1.000e-04, eta: 19:59:29, time: 1.808, data_time: 0.008, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8820, loss_cls: 1.1444, loss: 1.1444, grad_norm: 8.9157 2020-08-01 19:41:22,189 - mmaction - INFO - Epoch [91][720/3757] lr: 1.000e-04, eta: 19:58:50, time: 1.636, data_time: 0.278, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8945, loss_cls: 1.2048, loss: 1.2048, grad_norm: 9.2570 2020-08-01 19:42:07,034 - mmaction - INFO - Epoch [91][740/3757] lr: 1.000e-04, eta: 19:58:11, time: 2.234, data_time: 0.105, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8789, loss_cls: 1.2271, loss: 1.2271, grad_norm: 9.3478 2020-08-01 19:42:43,274 - mmaction - INFO - Epoch [91][760/3757] lr: 1.000e-04, eta: 19:57:32, time: 1.814, data_time: 0.011, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8750, loss_cls: 1.2313, loss: 1.2313, grad_norm: 9.4205 2020-08-01 19:43:20,929 - mmaction - INFO - Epoch [91][780/3757] lr: 1.000e-04, eta: 19:56:53, time: 1.889, data_time: 0.010, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8617, loss_cls: 1.2975, loss: 1.2975, grad_norm: 9.7519 2020-08-01 19:43:59,173 - mmaction - INFO - Epoch [91][800/3757] lr: 1.000e-04, eta: 19:56:14, time: 1.906, data_time: 0.008, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8922, loss_cls: 1.1442, loss: 1.1442, grad_norm: 9.0185 2020-08-01 19:44:40,075 - mmaction - INFO - Epoch [91][820/3757] lr: 1.000e-04, eta: 19:55:35, time: 2.051, data_time: 0.010, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8789, loss_cls: 1.1966, loss: 1.1966, grad_norm: 9.0695 2020-08-01 19:45:17,173 - mmaction - INFO - Epoch [91][840/3757] lr: 1.000e-04, eta: 19:54:55, time: 1.855, data_time: 0.009, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8766, loss_cls: 1.2189, loss: 1.2189, grad_norm: 9.1322 2020-08-01 19:45:58,545 - mmaction - INFO - Epoch [91][860/3757] lr: 1.000e-04, eta: 19:54:17, time: 2.069, data_time: 0.029, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8820, loss_cls: 1.1970, loss: 1.1970, grad_norm: 9.4385 2020-08-01 19:46:35,265 - mmaction - INFO - Epoch [91][880/3757] lr: 1.000e-04, eta: 19:53:37, time: 1.830, data_time: 0.008, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8812, loss_cls: 1.2118, loss: 1.2118, grad_norm: 9.2684 2020-08-01 19:47:17,903 - mmaction - INFO - Epoch [91][900/3757] lr: 1.000e-04, eta: 19:52:59, time: 2.137, data_time: 0.018, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8789, loss_cls: 1.1389, loss: 1.1389, grad_norm: 8.7090 2020-08-01 19:47:59,467 - mmaction - INFO - Epoch [91][920/3757] lr: 1.000e-04, eta: 19:52:20, time: 2.072, data_time: 0.337, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8820, loss_cls: 1.1581, loss: 1.1581, grad_norm: 9.0767 2020-08-01 19:48:37,801 - mmaction - INFO - Epoch [91][940/3757] lr: 1.000e-04, eta: 19:51:41, time: 1.923, data_time: 1.344, memory: 5170, top1_acc: 0.7383, top5_acc: 0.9062, loss_cls: 1.0641, loss: 1.0641, grad_norm: 8.7748 2020-08-01 19:49:14,737 - mmaction - INFO - Epoch [91][960/3757] lr: 1.000e-04, eta: 19:51:02, time: 1.845, data_time: 1.275, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8875, loss_cls: 1.1513, loss: 1.1513, grad_norm: 9.2467 2020-08-01 19:49:52,746 - mmaction - INFO - Epoch [91][980/3757] lr: 1.000e-04, eta: 19:50:22, time: 1.896, data_time: 1.252, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8688, loss_cls: 1.2666, loss: 1.2666, grad_norm: 9.3750 2020-08-01 19:50:31,953 - mmaction - INFO - Epoch [91][1000/3757] lr: 1.000e-04, eta: 19:49:43, time: 1.962, data_time: 0.595, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8781, loss_cls: 1.1606, loss: 1.1606, grad_norm: 9.0205 2020-08-01 19:51:12,623 - mmaction - INFO - Epoch [91][1020/3757] lr: 1.000e-04, eta: 19:49:05, time: 2.039, data_time: 0.010, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8602, loss_cls: 1.3130, loss: 1.3130, grad_norm: 9.9054 2020-08-01 19:51:52,053 - mmaction - INFO - Epoch [91][1040/3757] lr: 1.000e-04, eta: 19:48:26, time: 1.969, data_time: 0.007, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8789, loss_cls: 1.2045, loss: 1.2045, grad_norm: 9.3434 2020-08-01 19:52:33,293 - mmaction - INFO - Epoch [91][1060/3757] lr: 1.000e-04, eta: 19:47:47, time: 2.064, data_time: 0.008, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8648, loss_cls: 1.2285, loss: 1.2285, grad_norm: 9.4285 2020-08-01 19:53:10,690 - mmaction - INFO - Epoch [91][1080/3757] lr: 1.000e-04, eta: 19:47:08, time: 1.864, data_time: 0.004, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8773, loss_cls: 1.1964, loss: 1.1964, grad_norm: 9.2025 2020-08-01 19:53:49,445 - mmaction - INFO - Epoch [91][1100/3757] lr: 1.000e-04, eta: 19:46:28, time: 1.941, data_time: 0.011, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8742, loss_cls: 1.1915, loss: 1.1915, grad_norm: 9.1431 2020-08-01 19:54:26,976 - mmaction - INFO - Epoch [91][1120/3757] lr: 1.000e-04, eta: 19:45:49, time: 1.877, data_time: 0.009, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8648, loss_cls: 1.2516, loss: 1.2516, grad_norm: 9.5941 2020-08-01 19:55:06,215 - mmaction - INFO - Epoch [91][1140/3757] lr: 1.000e-04, eta: 19:45:10, time: 1.964, data_time: 0.538, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8820, loss_cls: 1.2238, loss: 1.2238, grad_norm: 9.4857 2020-08-01 19:55:46,104 - mmaction - INFO - Epoch [91][1160/3757] lr: 1.000e-04, eta: 19:44:31, time: 1.995, data_time: 0.518, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8930, loss_cls: 1.1238, loss: 1.1238, grad_norm: 9.0436 2020-08-01 19:56:27,867 - mmaction - INFO - Epoch [91][1180/3757] lr: 1.000e-04, eta: 19:43:53, time: 2.087, data_time: 0.076, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8758, loss_cls: 1.2090, loss: 1.2090, grad_norm: 9.3919 2020-08-01 19:57:05,010 - mmaction - INFO - Epoch [91][1200/3757] lr: 1.000e-04, eta: 19:43:13, time: 1.858, data_time: 0.008, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8898, loss_cls: 1.1496, loss: 1.1496, grad_norm: 9.1512 2020-08-01 19:57:42,635 - mmaction - INFO - Epoch [91][1220/3757] lr: 1.000e-04, eta: 19:42:34, time: 1.881, data_time: 0.047, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8695, loss_cls: 1.2677, loss: 1.2677, grad_norm: 9.3903 2020-08-01 19:58:21,379 - mmaction - INFO - Epoch [91][1240/3757] lr: 1.000e-04, eta: 19:41:55, time: 1.933, data_time: 0.059, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8930, loss_cls: 1.1655, loss: 1.1655, grad_norm: 9.3158 2020-08-01 19:59:01,931 - mmaction - INFO - Epoch [91][1260/3757] lr: 1.000e-04, eta: 19:41:16, time: 2.030, data_time: 0.009, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8727, loss_cls: 1.2727, loss: 1.2727, grad_norm: 9.3944 2020-08-01 19:59:44,930 - mmaction - INFO - Epoch [91][1280/3757] lr: 1.000e-04, eta: 19:40:38, time: 2.149, data_time: 0.015, memory: 5170, top1_acc: 0.7023, top5_acc: 0.9023, loss_cls: 1.1501, loss: 1.1501, grad_norm: 9.2491 2020-08-01 20:00:16,204 - mmaction - INFO - Epoch [91][1300/3757] lr: 1.000e-04, eta: 19:39:58, time: 1.529, data_time: 0.258, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8859, loss_cls: 1.1802, loss: 1.1802, grad_norm: 9.0508 2020-08-01 20:00:55,877 - mmaction - INFO - Epoch [91][1320/3757] lr: 1.000e-04, eta: 19:39:19, time: 2.016, data_time: 0.207, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8859, loss_cls: 1.1713, loss: 1.1713, grad_norm: 9.2412 2020-08-01 20:01:36,712 - mmaction - INFO - Epoch [91][1340/3757] lr: 1.000e-04, eta: 19:38:40, time: 2.045, data_time: 0.012, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8742, loss_cls: 1.2358, loss: 1.2358, grad_norm: 9.4284 2020-08-01 20:02:18,154 - mmaction - INFO - Epoch [91][1360/3757] lr: 1.000e-04, eta: 19:38:01, time: 2.072, data_time: 0.010, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8719, loss_cls: 1.2999, loss: 1.2999, grad_norm: 9.6776 2020-08-01 20:02:56,199 - mmaction - INFO - Epoch [91][1380/3757] lr: 1.000e-04, eta: 19:37:22, time: 1.901, data_time: 0.033, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8875, loss_cls: 1.1469, loss: 1.1469, grad_norm: 9.0901 2020-08-01 20:03:37,523 - mmaction - INFO - Epoch [91][1400/3757] lr: 1.000e-04, eta: 19:36:43, time: 2.068, data_time: 0.180, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8828, loss_cls: 1.1668, loss: 1.1668, grad_norm: 9.2632 2020-08-01 20:04:18,189 - mmaction - INFO - Epoch [91][1420/3757] lr: 1.000e-04, eta: 19:36:04, time: 2.034, data_time: 0.016, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8844, loss_cls: 1.1736, loss: 1.1736, grad_norm: 9.3832 2020-08-01 20:04:53,515 - mmaction - INFO - Epoch [91][1440/3757] lr: 1.000e-04, eta: 19:35:25, time: 1.766, data_time: 0.070, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8977, loss_cls: 1.1148, loss: 1.1148, grad_norm: 9.3555 2020-08-01 20:05:33,729 - mmaction - INFO - Epoch [91][1460/3757] lr: 1.000e-04, eta: 19:34:46, time: 2.012, data_time: 0.147, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8891, loss_cls: 1.1779, loss: 1.1779, grad_norm: 9.3967 2020-08-01 20:06:13,237 - mmaction - INFO - Epoch [91][1480/3757] lr: 1.000e-04, eta: 19:34:07, time: 1.968, data_time: 0.008, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8734, loss_cls: 1.1981, loss: 1.1981, grad_norm: 9.4381 2020-08-01 20:06:50,435 - mmaction - INFO - Epoch [91][1500/3757] lr: 1.000e-04, eta: 19:33:28, time: 1.866, data_time: 0.083, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8789, loss_cls: 1.2480, loss: 1.2480, grad_norm: 9.4726 2020-08-01 20:07:31,584 - mmaction - INFO - Epoch [91][1520/3757] lr: 1.000e-04, eta: 19:32:49, time: 2.050, data_time: 0.009, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8719, loss_cls: 1.2558, loss: 1.2558, grad_norm: 9.5034 2020-08-01 20:08:11,051 - mmaction - INFO - Epoch [91][1540/3757] lr: 1.000e-04, eta: 19:32:10, time: 1.982, data_time: 0.011, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8672, loss_cls: 1.2082, loss: 1.2082, grad_norm: 9.4972 2020-08-01 20:08:49,724 - mmaction - INFO - Epoch [91][1560/3757] lr: 1.000e-04, eta: 19:31:31, time: 1.934, data_time: 0.206, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8781, loss_cls: 1.2257, loss: 1.2257, grad_norm: 9.4697 2020-08-01 20:09:28,528 - mmaction - INFO - Epoch [91][1580/3757] lr: 1.000e-04, eta: 19:30:52, time: 1.940, data_time: 0.003, memory: 5170, top1_acc: 0.7359, top5_acc: 0.8828, loss_cls: 1.1278, loss: 1.1278, grad_norm: 8.8444 2020-08-01 20:10:07,190 - mmaction - INFO - Epoch [91][1600/3757] lr: 1.000e-04, eta: 19:30:13, time: 1.930, data_time: 0.471, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8781, loss_cls: 1.1794, loss: 1.1794, grad_norm: 9.2656 2020-08-01 20:10:48,602 - mmaction - INFO - Epoch [91][1620/3757] lr: 1.000e-04, eta: 19:29:34, time: 2.073, data_time: 0.193, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8789, loss_cls: 1.1845, loss: 1.1845, grad_norm: 9.1790 2020-08-01 20:11:29,085 - mmaction - INFO - Epoch [91][1640/3757] lr: 1.000e-04, eta: 19:28:55, time: 2.018, data_time: 0.011, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8641, loss_cls: 1.2661, loss: 1.2661, grad_norm: 9.3568 2020-08-01 20:12:05,427 - mmaction - INFO - Epoch [91][1660/3757] lr: 1.000e-04, eta: 19:28:16, time: 1.821, data_time: 0.010, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8766, loss_cls: 1.2129, loss: 1.2129, grad_norm: 9.3116 2020-08-01 20:12:43,237 - mmaction - INFO - Epoch [91][1680/3757] lr: 1.000e-04, eta: 19:27:36, time: 1.892, data_time: 0.013, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8875, loss_cls: 1.1820, loss: 1.1820, grad_norm: 9.4671 2020-08-01 20:13:22,674 - mmaction - INFO - Epoch [91][1700/3757] lr: 1.000e-04, eta: 19:26:57, time: 1.970, data_time: 0.005, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8883, loss_cls: 1.1365, loss: 1.1365, grad_norm: 9.0335 2020-08-01 20:14:01,679 - mmaction - INFO - Epoch [91][1720/3757] lr: 1.000e-04, eta: 19:26:18, time: 1.951, data_time: 0.012, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8797, loss_cls: 1.2299, loss: 1.2299, grad_norm: 9.4974 2020-08-01 20:14:39,186 - mmaction - INFO - Epoch [91][1740/3757] lr: 1.000e-04, eta: 19:25:39, time: 1.877, data_time: 0.009, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8820, loss_cls: 1.1646, loss: 1.1646, grad_norm: 9.3291 2020-08-01 20:15:20,090 - mmaction - INFO - Epoch [91][1760/3757] lr: 1.000e-04, eta: 19:25:00, time: 2.041, data_time: 0.068, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8852, loss_cls: 1.1092, loss: 1.1092, grad_norm: 8.8427 2020-08-01 20:15:58,692 - mmaction - INFO - Epoch [91][1780/3757] lr: 1.000e-04, eta: 19:24:21, time: 1.935, data_time: 0.012, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8828, loss_cls: 1.1565, loss: 1.1565, grad_norm: 8.9516 2020-08-01 20:16:36,769 - mmaction - INFO - Epoch [91][1800/3757] lr: 1.000e-04, eta: 19:23:42, time: 1.896, data_time: 0.009, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8812, loss_cls: 1.1555, loss: 1.1555, grad_norm: 8.8546 2020-08-01 20:17:16,235 - mmaction - INFO - Epoch [91][1820/3757] lr: 1.000e-04, eta: 19:23:03, time: 1.981, data_time: 0.012, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8734, loss_cls: 1.2018, loss: 1.2018, grad_norm: 9.0875 2020-08-01 20:17:55,753 - mmaction - INFO - Epoch [91][1840/3757] lr: 1.000e-04, eta: 19:22:24, time: 1.973, data_time: 0.010, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8797, loss_cls: 1.1804, loss: 1.1804, grad_norm: 9.1630 2020-08-01 20:18:34,362 - mmaction - INFO - Epoch [91][1860/3757] lr: 1.000e-04, eta: 19:21:45, time: 1.935, data_time: 0.064, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8852, loss_cls: 1.1300, loss: 1.1300, grad_norm: 8.5683 2020-08-01 20:19:13,010 - mmaction - INFO - Epoch [91][1880/3757] lr: 1.000e-04, eta: 19:21:06, time: 1.928, data_time: 0.008, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8688, loss_cls: 1.2289, loss: 1.2289, grad_norm: 9.2426 2020-08-01 20:19:53,799 - mmaction - INFO - Epoch [91][1900/3757] lr: 1.000e-04, eta: 19:20:27, time: 2.044, data_time: 0.027, memory: 5170, top1_acc: 0.7516, top5_acc: 0.8930, loss_cls: 1.0904, loss: 1.0904, grad_norm: 8.8068 2020-08-01 20:20:31,770 - mmaction - INFO - Epoch [91][1920/3757] lr: 1.000e-04, eta: 19:19:48, time: 1.894, data_time: 0.072, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8891, loss_cls: 1.1541, loss: 1.1541, grad_norm: 8.9763 2020-08-01 20:21:09,497 - mmaction - INFO - Epoch [91][1940/3757] lr: 1.000e-04, eta: 19:19:09, time: 1.891, data_time: 0.010, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8609, loss_cls: 1.2739, loss: 1.2739, grad_norm: 9.2603 2020-08-01 20:21:49,108 - mmaction - INFO - Epoch [91][1960/3757] lr: 1.000e-04, eta: 19:18:30, time: 1.976, data_time: 0.002, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8820, loss_cls: 1.1592, loss: 1.1592, grad_norm: 9.3215 2020-08-01 20:22:28,835 - mmaction - INFO - Epoch [91][1980/3757] lr: 1.000e-04, eta: 19:17:51, time: 1.991, data_time: 0.008, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8820, loss_cls: 1.2001, loss: 1.2001, grad_norm: 9.1958 2020-08-01 20:23:08,957 - mmaction - INFO - Epoch [91][2000/3757] lr: 1.000e-04, eta: 19:17:12, time: 2.000, data_time: 0.011, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8758, loss_cls: 1.2135, loss: 1.2135, grad_norm: 9.5012 2020-08-01 20:23:47,656 - mmaction - INFO - Epoch [91][2020/3757] lr: 1.000e-04, eta: 19:16:33, time: 1.942, data_time: 0.115, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8781, loss_cls: 1.2457, loss: 1.2457, grad_norm: 9.6352 2020-08-01 20:24:24,347 - mmaction - INFO - Epoch [91][2040/3757] lr: 1.000e-04, eta: 19:15:54, time: 1.827, data_time: 0.092, memory: 5170, top1_acc: 0.7336, top5_acc: 0.8898, loss_cls: 1.1240, loss: 1.1240, grad_norm: 9.0257 2020-08-01 20:25:04,244 - mmaction - INFO - Epoch [91][2060/3757] lr: 1.000e-04, eta: 19:15:15, time: 2.000, data_time: 0.423, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8836, loss_cls: 1.1820, loss: 1.1820, grad_norm: 9.2394 2020-08-01 20:25:43,171 - mmaction - INFO - Epoch [91][2080/3757] lr: 1.000e-04, eta: 19:14:36, time: 1.946, data_time: 0.005, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8875, loss_cls: 1.2287, loss: 1.2287, grad_norm: 9.4141 2020-08-01 20:26:20,776 - mmaction - INFO - Epoch [91][2100/3757] lr: 1.000e-04, eta: 19:13:56, time: 1.878, data_time: 0.024, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8891, loss_cls: 1.1967, loss: 1.1967, grad_norm: 9.4898 2020-08-01 20:27:01,722 - mmaction - INFO - Epoch [91][2120/3757] lr: 1.000e-04, eta: 19:13:18, time: 2.051, data_time: 0.129, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8773, loss_cls: 1.2535, loss: 1.2535, grad_norm: 9.2868 2020-08-01 20:27:39,777 - mmaction - INFO - Epoch [91][2140/3757] lr: 1.000e-04, eta: 19:12:38, time: 1.903, data_time: 0.060, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8914, loss_cls: 1.1763, loss: 1.1763, grad_norm: 9.4846 2020-08-01 20:28:19,296 - mmaction - INFO - Epoch [91][2160/3757] lr: 1.000e-04, eta: 19:11:59, time: 1.973, data_time: 0.267, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8906, loss_cls: 1.1844, loss: 1.1844, grad_norm: 9.3132 2020-08-01 20:28:57,364 - mmaction - INFO - Epoch [91][2180/3757] lr: 1.000e-04, eta: 19:11:20, time: 1.906, data_time: 0.805, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8797, loss_cls: 1.1971, loss: 1.1971, grad_norm: 9.2879 2020-08-01 20:29:35,363 - mmaction - INFO - Epoch [91][2200/3757] lr: 1.000e-04, eta: 19:10:41, time: 1.900, data_time: 0.009, memory: 5170, top1_acc: 0.7430, top5_acc: 0.8930, loss_cls: 1.0984, loss: 1.0984, grad_norm: 9.0805 2020-08-01 20:30:16,627 - mmaction - INFO - Epoch [91][2220/3757] lr: 1.000e-04, eta: 19:10:02, time: 2.058, data_time: 0.008, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8844, loss_cls: 1.1536, loss: 1.1536, grad_norm: 9.2585 2020-08-01 20:30:56,368 - mmaction - INFO - Epoch [91][2240/3757] lr: 1.000e-04, eta: 19:09:23, time: 1.992, data_time: 0.572, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8641, loss_cls: 1.2732, loss: 1.2732, grad_norm: 9.3857 2020-08-01 20:31:35,156 - mmaction - INFO - Epoch [91][2260/3757] lr: 1.000e-04, eta: 19:08:44, time: 1.930, data_time: 0.916, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8836, loss_cls: 1.1568, loss: 1.1568, grad_norm: 9.1827 2020-08-01 20:32:13,314 - mmaction - INFO - Epoch [91][2280/3757] lr: 1.000e-04, eta: 19:08:05, time: 1.911, data_time: 0.398, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8844, loss_cls: 1.1925, loss: 1.1925, grad_norm: 9.0088 2020-08-01 20:32:56,021 - mmaction - INFO - Epoch [91][2300/3757] lr: 1.000e-04, eta: 19:07:27, time: 2.137, data_time: 0.043, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8750, loss_cls: 1.2394, loss: 1.2394, grad_norm: 9.5141 2020-08-01 20:33:35,579 - mmaction - INFO - Epoch [91][2320/3757] lr: 1.000e-04, eta: 19:06:48, time: 1.981, data_time: 0.011, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8789, loss_cls: 1.1825, loss: 1.1825, grad_norm: 9.2674 2020-08-01 20:34:11,813 - mmaction - INFO - Epoch [91][2340/3757] lr: 1.000e-04, eta: 19:06:08, time: 1.814, data_time: 0.009, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8812, loss_cls: 1.2037, loss: 1.2037, grad_norm: 9.2670 2020-08-01 20:34:50,829 - mmaction - INFO - Epoch [91][2360/3757] lr: 1.000e-04, eta: 19:05:29, time: 1.952, data_time: 0.003, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8898, loss_cls: 1.1782, loss: 1.1782, grad_norm: 9.2336 2020-08-01 20:35:29,645 - mmaction - INFO - Epoch [91][2380/3757] lr: 1.000e-04, eta: 19:04:50, time: 1.933, data_time: 0.007, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8812, loss_cls: 1.2235, loss: 1.2235, grad_norm: 9.5451 2020-08-01 20:36:07,785 - mmaction - INFO - Epoch [91][2400/3757] lr: 1.000e-04, eta: 19:04:11, time: 1.914, data_time: 0.010, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8820, loss_cls: 1.2032, loss: 1.2032, grad_norm: 9.3029 2020-08-01 20:36:45,364 - mmaction - INFO - Epoch [91][2420/3757] lr: 1.000e-04, eta: 19:03:32, time: 1.879, data_time: 0.012, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8859, loss_cls: 1.1602, loss: 1.1602, grad_norm: 9.1565 2020-08-01 20:37:27,893 - mmaction - INFO - Epoch [91][2440/3757] lr: 1.000e-04, eta: 19:02:53, time: 2.118, data_time: 0.076, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8805, loss_cls: 1.2186, loss: 1.2186, grad_norm: 9.7630 2020-08-01 20:38:06,186 - mmaction - INFO - Epoch [91][2460/3757] lr: 1.000e-04, eta: 19:02:14, time: 1.924, data_time: 0.011, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8953, loss_cls: 1.2229, loss: 1.2229, grad_norm: 9.7248 2020-08-01 20:38:46,246 - mmaction - INFO - Epoch [91][2480/3757] lr: 1.000e-04, eta: 19:01:35, time: 1.993, data_time: 0.006, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8977, loss_cls: 1.1084, loss: 1.1084, grad_norm: 9.0351 2020-08-01 20:39:26,336 - mmaction - INFO - Epoch [91][2500/3757] lr: 1.000e-04, eta: 19:00:56, time: 2.012, data_time: 0.012, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8734, loss_cls: 1.2467, loss: 1.2467, grad_norm: 9.3977 2020-08-01 20:40:03,039 - mmaction - INFO - Epoch [91][2520/3757] lr: 1.000e-04, eta: 19:00:17, time: 1.836, data_time: 0.009, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8805, loss_cls: 1.2028, loss: 1.2028, grad_norm: 9.1982 2020-08-01 20:40:42,928 - mmaction - INFO - Epoch [91][2540/3757] lr: 1.000e-04, eta: 18:59:38, time: 1.991, data_time: 0.443, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8781, loss_cls: 1.1887, loss: 1.1887, grad_norm: 9.3889 2020-08-01 20:41:26,335 - mmaction - INFO - Epoch [91][2560/3757] lr: 1.000e-04, eta: 18:58:59, time: 2.174, data_time: 0.009, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8680, loss_cls: 1.2918, loss: 1.2918, grad_norm: 10.1163 2020-08-01 20:42:05,488 - mmaction - INFO - Epoch [91][2580/3757] lr: 1.000e-04, eta: 18:58:20, time: 1.953, data_time: 0.007, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8906, loss_cls: 1.1514, loss: 1.1514, grad_norm: 9.1313 2020-08-01 20:42:42,850 - mmaction - INFO - Epoch [91][2600/3757] lr: 1.000e-04, eta: 18:57:41, time: 1.867, data_time: 0.016, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8852, loss_cls: 1.1194, loss: 1.1194, grad_norm: 8.9992 2020-08-01 20:43:22,584 - mmaction - INFO - Epoch [91][2620/3757] lr: 1.000e-04, eta: 18:57:02, time: 1.992, data_time: 0.024, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8844, loss_cls: 1.1240, loss: 1.1240, grad_norm: 8.9575 2020-08-01 20:43:59,704 - mmaction - INFO - Epoch [91][2640/3757] lr: 1.000e-04, eta: 18:56:23, time: 1.849, data_time: 0.008, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8695, loss_cls: 1.2310, loss: 1.2310, grad_norm: 9.2910 2020-08-01 20:44:36,668 - mmaction - INFO - Epoch [91][2660/3757] lr: 1.000e-04, eta: 18:55:44, time: 1.856, data_time: 0.208, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8719, loss_cls: 1.2852, loss: 1.2852, grad_norm: 9.7622 2020-08-01 20:45:15,677 - mmaction - INFO - Epoch [91][2680/3757] lr: 1.000e-04, eta: 18:55:05, time: 1.945, data_time: 1.355, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8938, loss_cls: 1.1681, loss: 1.1681, grad_norm: 9.3579 2020-08-01 20:45:53,322 - mmaction - INFO - Epoch [91][2700/3757] lr: 1.000e-04, eta: 18:54:25, time: 1.887, data_time: 1.311, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8859, loss_cls: 1.1366, loss: 1.1366, grad_norm: 8.7736 2020-08-01 20:46:33,321 - mmaction - INFO - Epoch [91][2720/3757] lr: 1.000e-04, eta: 18:53:46, time: 1.998, data_time: 0.946, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8789, loss_cls: 1.1667, loss: 1.1667, grad_norm: 8.9740 2020-08-01 20:47:18,637 - mmaction - INFO - Epoch [91][2740/3757] lr: 1.000e-04, eta: 18:53:08, time: 2.269, data_time: 0.072, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8945, loss_cls: 1.1174, loss: 1.1174, grad_norm: 9.0733 2020-08-01 20:47:53,170 - mmaction - INFO - Epoch [91][2760/3757] lr: 1.000e-04, eta: 18:52:29, time: 1.722, data_time: 0.011, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8781, loss_cls: 1.2262, loss: 1.2262, grad_norm: 9.7423 2020-08-01 20:48:30,338 - mmaction - INFO - Epoch [91][2780/3757] lr: 1.000e-04, eta: 18:51:49, time: 1.863, data_time: 0.057, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8891, loss_cls: 1.1372, loss: 1.1372, grad_norm: 8.9604 2020-08-01 20:49:09,164 - mmaction - INFO - Epoch [91][2800/3757] lr: 1.000e-04, eta: 18:51:10, time: 1.935, data_time: 0.221, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8992, loss_cls: 1.0797, loss: 1.0797, grad_norm: 8.9522 2020-08-01 20:49:47,377 - mmaction - INFO - Epoch [91][2820/3757] lr: 1.000e-04, eta: 18:50:31, time: 1.916, data_time: 0.196, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8758, loss_cls: 1.2317, loss: 1.2317, grad_norm: 9.3614 2020-08-01 20:50:27,007 - mmaction - INFO - Epoch [91][2840/3757] lr: 1.000e-04, eta: 18:49:52, time: 1.980, data_time: 0.003, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8867, loss_cls: 1.1930, loss: 1.1930, grad_norm: 9.4309 2020-08-01 20:51:02,731 - mmaction - INFO - Epoch [91][2860/3757] lr: 1.000e-04, eta: 18:49:13, time: 1.788, data_time: 0.006, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8805, loss_cls: 1.1876, loss: 1.1876, grad_norm: 9.2828 2020-08-01 20:51:41,589 - mmaction - INFO - Epoch [91][2880/3757] lr: 1.000e-04, eta: 18:48:34, time: 1.943, data_time: 0.177, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8844, loss_cls: 1.1596, loss: 1.1596, grad_norm: 9.0364 2020-08-01 20:52:21,037 - mmaction - INFO - Epoch [91][2900/3757] lr: 1.000e-04, eta: 18:47:55, time: 1.971, data_time: 0.022, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8695, loss_cls: 1.2699, loss: 1.2699, grad_norm: 9.5829 2020-08-01 20:52:58,578 - mmaction - INFO - Epoch [91][2920/3757] lr: 1.000e-04, eta: 18:47:15, time: 1.872, data_time: 0.041, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8844, loss_cls: 1.1605, loss: 1.1605, grad_norm: 9.3627 2020-08-01 20:53:42,315 - mmaction - INFO - Epoch [91][2940/3757] lr: 1.000e-04, eta: 18:46:37, time: 2.190, data_time: 0.009, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8797, loss_cls: 1.2526, loss: 1.2526, grad_norm: 9.6507 2020-08-01 20:54:22,976 - mmaction - INFO - Epoch [91][2960/3757] lr: 1.000e-04, eta: 18:45:58, time: 2.030, data_time: 0.008, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8734, loss_cls: 1.2305, loss: 1.2305, grad_norm: 9.3576 2020-08-01 20:55:02,818 - mmaction - INFO - Epoch [91][2980/3757] lr: 1.000e-04, eta: 18:45:19, time: 1.997, data_time: 0.010, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8766, loss_cls: 1.2121, loss: 1.2121, grad_norm: 9.4327 2020-08-01 20:55:40,925 - mmaction - INFO - Epoch [91][3000/3757] lr: 1.000e-04, eta: 18:44:40, time: 1.906, data_time: 0.004, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8703, loss_cls: 1.2486, loss: 1.2486, grad_norm: 9.6064 2020-08-01 20:56:21,557 - mmaction - INFO - Epoch [91][3020/3757] lr: 1.000e-04, eta: 18:44:01, time: 2.022, data_time: 0.007, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8953, loss_cls: 1.1271, loss: 1.1271, grad_norm: 9.0897 2020-08-01 20:57:02,734 - mmaction - INFO - Epoch [91][3040/3757] lr: 1.000e-04, eta: 18:43:22, time: 2.067, data_time: 0.012, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8695, loss_cls: 1.2116, loss: 1.2116, grad_norm: 9.4556 2020-08-01 20:57:43,709 - mmaction - INFO - Epoch [91][3060/3757] lr: 1.000e-04, eta: 18:42:43, time: 2.051, data_time: 0.010, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8805, loss_cls: 1.2134, loss: 1.2134, grad_norm: 9.2649 2020-08-01 20:58:18,111 - mmaction - INFO - Epoch [91][3080/3757] lr: 1.000e-04, eta: 18:42:04, time: 1.713, data_time: 0.033, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8883, loss_cls: 1.1304, loss: 1.1304, grad_norm: 9.0393 2020-08-01 20:58:58,792 - mmaction - INFO - Epoch [91][3100/3757] lr: 1.000e-04, eta: 18:41:25, time: 2.041, data_time: 0.010, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8648, loss_cls: 1.2244, loss: 1.2244, grad_norm: 9.2722 2020-08-01 20:59:35,158 - mmaction - INFO - Epoch [91][3120/3757] lr: 1.000e-04, eta: 18:40:46, time: 1.816, data_time: 0.007, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8797, loss_cls: 1.2666, loss: 1.2666, grad_norm: 9.8940 2020-08-01 21:00:15,273 - mmaction - INFO - Epoch [91][3140/3757] lr: 1.000e-04, eta: 18:40:07, time: 1.986, data_time: 0.405, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8883, loss_cls: 1.1680, loss: 1.1680, grad_norm: 9.2979 2020-08-01 21:00:53,792 - mmaction - INFO - Epoch [91][3160/3757] lr: 1.000e-04, eta: 18:39:28, time: 1.948, data_time: 0.419, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8812, loss_cls: 1.1504, loss: 1.1504, grad_norm: 9.0241 2020-08-01 21:01:30,736 - mmaction - INFO - Epoch [91][3180/3757] lr: 1.000e-04, eta: 18:38:48, time: 1.844, data_time: 0.008, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8828, loss_cls: 1.1672, loss: 1.1672, grad_norm: 9.1157 2020-08-01 21:02:10,179 - mmaction - INFO - Epoch [91][3200/3757] lr: 1.000e-04, eta: 18:38:09, time: 1.975, data_time: 0.024, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8789, loss_cls: 1.2084, loss: 1.2084, grad_norm: 9.3790 2020-08-01 21:02:45,973 - mmaction - INFO - Epoch [91][3220/3757] lr: 1.000e-04, eta: 18:37:30, time: 1.784, data_time: 0.009, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8906, loss_cls: 1.1739, loss: 1.1739, grad_norm: 9.2252 2020-08-01 21:03:25,761 - mmaction - INFO - Epoch [91][3240/3757] lr: 1.000e-04, eta: 18:36:51, time: 1.996, data_time: 0.071, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8688, loss_cls: 1.2142, loss: 1.2142, grad_norm: 9.0472 2020-08-01 21:04:05,380 - mmaction - INFO - Epoch [91][3260/3757] lr: 1.000e-04, eta: 18:36:12, time: 1.981, data_time: 0.008, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8859, loss_cls: 1.2182, loss: 1.2182, grad_norm: 9.4262 2020-08-01 21:04:46,037 - mmaction - INFO - Epoch [91][3280/3757] lr: 1.000e-04, eta: 18:35:33, time: 2.030, data_time: 0.003, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8867, loss_cls: 1.1761, loss: 1.1761, grad_norm: 9.3502 2020-08-01 21:05:23,768 - mmaction - INFO - Epoch [91][3300/3757] lr: 1.000e-04, eta: 18:34:54, time: 1.883, data_time: 0.011, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8766, loss_cls: 1.1945, loss: 1.1945, grad_norm: 9.2655 2020-08-01 21:06:02,518 - mmaction - INFO - Epoch [91][3320/3757] lr: 1.000e-04, eta: 18:34:15, time: 1.945, data_time: 0.010, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8789, loss_cls: 1.1748, loss: 1.1748, grad_norm: 9.3475 2020-08-01 21:06:39,769 - mmaction - INFO - Epoch [91][3340/3757] lr: 1.000e-04, eta: 18:33:36, time: 1.853, data_time: 0.009, memory: 5170, top1_acc: 0.7367, top5_acc: 0.8961, loss_cls: 1.1085, loss: 1.1085, grad_norm: 8.8993 2020-08-01 21:07:18,323 - mmaction - INFO - Epoch [91][3360/3757] lr: 1.000e-04, eta: 18:32:57, time: 1.937, data_time: 0.013, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8852, loss_cls: 1.1857, loss: 1.1857, grad_norm: 9.2378 2020-08-01 21:08:01,143 - mmaction - INFO - Epoch [91][3380/3757] lr: 1.000e-04, eta: 18:32:18, time: 2.141, data_time: 0.008, memory: 5170, top1_acc: 0.7031, top5_acc: 0.9023, loss_cls: 1.1273, loss: 1.1273, grad_norm: 9.2221 2020-08-01 21:08:37,784 - mmaction - INFO - Epoch [91][3400/3757] lr: 1.000e-04, eta: 18:31:39, time: 1.833, data_time: 0.010, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8852, loss_cls: 1.1761, loss: 1.1761, grad_norm: 9.1006 2020-08-01 21:09:17,796 - mmaction - INFO - Epoch [91][3420/3757] lr: 1.000e-04, eta: 18:31:00, time: 1.999, data_time: 0.083, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8875, loss_cls: 1.2060, loss: 1.2060, grad_norm: 9.3354 2020-08-01 21:09:55,563 - mmaction - INFO - Epoch [91][3440/3757] lr: 1.000e-04, eta: 18:30:21, time: 1.881, data_time: 0.004, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8781, loss_cls: 1.1938, loss: 1.1938, grad_norm: 9.5841 2020-08-01 21:10:33,566 - mmaction - INFO - Epoch [91][3460/3757] lr: 1.000e-04, eta: 18:29:42, time: 1.907, data_time: 0.013, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8891, loss_cls: 1.2178, loss: 1.2178, grad_norm: 9.3015 2020-08-01 21:11:13,564 - mmaction - INFO - Epoch [91][3480/3757] lr: 1.000e-04, eta: 18:29:03, time: 1.994, data_time: 0.011, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8773, loss_cls: 1.1846, loss: 1.1846, grad_norm: 9.2405 2020-08-01 21:11:56,758 - mmaction - INFO - Epoch [91][3500/3757] lr: 1.000e-04, eta: 18:28:24, time: 2.167, data_time: 0.011, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8758, loss_cls: 1.2433, loss: 1.2433, grad_norm: 9.1689 2020-08-01 21:12:31,758 - mmaction - INFO - Epoch [91][3520/3757] lr: 1.000e-04, eta: 18:27:45, time: 1.742, data_time: 0.006, memory: 5170, top1_acc: 0.6789, top5_acc: 0.8711, loss_cls: 1.3022, loss: 1.3022, grad_norm: 9.8755 2020-08-01 21:13:13,321 - mmaction - INFO - Epoch [91][3540/3757] lr: 1.000e-04, eta: 18:27:06, time: 2.081, data_time: 0.011, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8680, loss_cls: 1.2725, loss: 1.2725, grad_norm: 9.6465 2020-08-01 21:13:50,754 - mmaction - INFO - Epoch [91][3560/3757] lr: 1.000e-04, eta: 18:26:27, time: 1.876, data_time: 0.008, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8859, loss_cls: 1.1652, loss: 1.1652, grad_norm: 8.8682 2020-08-01 21:14:26,788 - mmaction - INFO - Epoch [91][3580/3757] lr: 1.000e-04, eta: 18:25:47, time: 1.797, data_time: 0.008, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8898, loss_cls: 1.1587, loss: 1.1587, grad_norm: 9.0652 2020-08-01 21:15:08,045 - mmaction - INFO - Epoch [91][3600/3757] lr: 1.000e-04, eta: 18:25:08, time: 2.064, data_time: 0.009, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8758, loss_cls: 1.2031, loss: 1.2031, grad_norm: 9.1068 2020-08-01 21:15:44,510 - mmaction - INFO - Epoch [91][3620/3757] lr: 1.000e-04, eta: 18:24:29, time: 1.827, data_time: 0.006, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8758, loss_cls: 1.2270, loss: 1.2270, grad_norm: 9.2766 2020-08-01 21:16:23,474 - mmaction - INFO - Epoch [91][3640/3757] lr: 1.000e-04, eta: 18:23:50, time: 1.942, data_time: 0.009, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8953, loss_cls: 1.1791, loss: 1.1791, grad_norm: 9.5190 2020-08-01 21:17:03,669 - mmaction - INFO - Epoch [91][3660/3757] lr: 1.000e-04, eta: 18:23:11, time: 2.016, data_time: 0.009, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8859, loss_cls: 1.1563, loss: 1.1563, grad_norm: 9.2502 2020-08-01 21:17:43,786 - mmaction - INFO - Epoch [91][3680/3757] lr: 1.000e-04, eta: 18:22:32, time: 2.000, data_time: 0.008, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8719, loss_cls: 1.2427, loss: 1.2427, grad_norm: 9.4287 2020-08-01 21:18:21,906 - mmaction - INFO - Epoch [91][3700/3757] lr: 1.000e-04, eta: 18:21:53, time: 1.912, data_time: 0.009, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8867, loss_cls: 1.1559, loss: 1.1559, grad_norm: 9.1717 2020-08-01 21:19:04,145 - mmaction - INFO - Epoch [91][3720/3757] lr: 1.000e-04, eta: 18:21:14, time: 2.105, data_time: 0.008, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8789, loss_cls: 1.2104, loss: 1.2104, grad_norm: 9.2862 2020-08-01 21:19:39,611 - mmaction - INFO - Epoch [91][3740/3757] lr: 1.000e-04, eta: 18:20:35, time: 1.779, data_time: 0.010, memory: 5170, top1_acc: 0.7320, top5_acc: 0.8898, loss_cls: 1.1056, loss: 1.1056, grad_norm: 9.1414 2020-08-01 21:20:06,860 - mmaction - INFO - Saving checkpoint at 91 epochs 2020-08-01 21:21:03,115 - mmaction - INFO - Epoch [92][20/3757] lr: 1.000e-04, eta: 18:19:21, time: 2.781, data_time: 1.382, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8828, loss_cls: 1.1572, loss: 1.1572, grad_norm: 9.1522 2020-08-01 21:21:42,634 - mmaction - INFO - Epoch [92][40/3757] lr: 1.000e-04, eta: 18:18:42, time: 1.976, data_time: 0.348, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8758, loss_cls: 1.2358, loss: 1.2358, grad_norm: 9.4899 2020-08-01 21:22:23,114 - mmaction - INFO - Epoch [92][60/3757] lr: 1.000e-04, eta: 18:18:03, time: 2.024, data_time: 0.006, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8648, loss_cls: 1.3247, loss: 1.3247, grad_norm: 9.3870 2020-08-01 21:23:02,170 - mmaction - INFO - Epoch [92][80/3757] lr: 1.000e-04, eta: 18:17:24, time: 1.950, data_time: 0.005, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8734, loss_cls: 1.2209, loss: 1.2209, grad_norm: 9.4904 2020-08-01 21:23:38,906 - mmaction - INFO - Epoch [92][100/3757] lr: 1.000e-04, eta: 18:16:45, time: 1.835, data_time: 0.015, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8836, loss_cls: 1.2000, loss: 1.2000, grad_norm: 9.2692 2020-08-01 21:24:18,814 - mmaction - INFO - Epoch [92][120/3757] lr: 1.000e-04, eta: 18:16:06, time: 1.997, data_time: 0.011, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8727, loss_cls: 1.1920, loss: 1.1920, grad_norm: 9.1527 2020-08-01 21:24:59,982 - mmaction - INFO - Epoch [92][140/3757] lr: 1.000e-04, eta: 18:15:27, time: 2.063, data_time: 0.010, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8852, loss_cls: 1.1865, loss: 1.1865, grad_norm: 9.2846 2020-08-01 21:25:41,028 - mmaction - INFO - Epoch [92][160/3757] lr: 1.000e-04, eta: 18:14:48, time: 2.046, data_time: 0.007, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.2147, loss: 1.2147, grad_norm: 9.4695 2020-08-01 21:26:18,664 - mmaction - INFO - Epoch [92][180/3757] lr: 1.000e-04, eta: 18:14:09, time: 1.887, data_time: 0.029, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8859, loss_cls: 1.1912, loss: 1.1912, grad_norm: 9.0424 2020-08-01 21:26:58,993 - mmaction - INFO - Epoch [92][200/3757] lr: 1.000e-04, eta: 18:13:30, time: 2.017, data_time: 0.010, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8773, loss_cls: 1.2221, loss: 1.2221, grad_norm: 9.5029 2020-08-01 21:27:39,245 - mmaction - INFO - Epoch [92][220/3757] lr: 1.000e-04, eta: 18:12:51, time: 2.006, data_time: 0.008, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8867, loss_cls: 1.1616, loss: 1.1616, grad_norm: 8.9829 2020-08-01 21:28:19,044 - mmaction - INFO - Epoch [92][240/3757] lr: 1.000e-04, eta: 18:12:12, time: 1.995, data_time: 0.078, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8742, loss_cls: 1.2655, loss: 1.2655, grad_norm: 9.5385 2020-08-01 21:29:00,535 - mmaction - INFO - Epoch [92][260/3757] lr: 1.000e-04, eta: 18:11:33, time: 2.067, data_time: 0.505, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8852, loss_cls: 1.1906, loss: 1.1906, grad_norm: 9.3140 2020-08-01 21:29:36,766 - mmaction - INFO - Epoch [92][280/3757] lr: 1.000e-04, eta: 18:10:54, time: 1.821, data_time: 1.172, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8789, loss_cls: 1.2272, loss: 1.2272, grad_norm: 9.5105 2020-08-01 21:30:17,544 - mmaction - INFO - Epoch [92][300/3757] lr: 1.000e-04, eta: 18:10:15, time: 2.039, data_time: 0.072, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8797, loss_cls: 1.1593, loss: 1.1593, grad_norm: 9.0263 2020-08-01 21:30:57,836 - mmaction - INFO - Epoch [92][320/3757] lr: 1.000e-04, eta: 18:09:36, time: 2.014, data_time: 0.002, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8906, loss_cls: 1.1682, loss: 1.1682, grad_norm: 9.5823 2020-08-01 21:31:37,193 - mmaction - INFO - Epoch [92][340/3757] lr: 1.000e-04, eta: 18:08:57, time: 1.966, data_time: 0.010, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8812, loss_cls: 1.2298, loss: 1.2298, grad_norm: 9.6811 2020-08-01 21:32:15,689 - mmaction - INFO - Epoch [92][360/3757] lr: 1.000e-04, eta: 18:08:18, time: 1.928, data_time: 0.006, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8875, loss_cls: 1.1578, loss: 1.1578, grad_norm: 9.1980 2020-08-01 21:32:56,097 - mmaction - INFO - Epoch [92][380/3757] lr: 1.000e-04, eta: 18:07:39, time: 2.014, data_time: 0.008, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8727, loss_cls: 1.1841, loss: 1.1841, grad_norm: 8.9789 2020-08-01 21:33:32,411 - mmaction - INFO - Epoch [92][400/3757] lr: 1.000e-04, eta: 18:07:00, time: 1.822, data_time: 0.014, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8672, loss_cls: 1.2770, loss: 1.2770, grad_norm: 9.4410 2020-08-01 21:34:13,181 - mmaction - INFO - Epoch [92][420/3757] lr: 1.000e-04, eta: 18:06:21, time: 2.031, data_time: 0.008, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8867, loss_cls: 1.1489, loss: 1.1489, grad_norm: 8.9634 2020-08-01 21:34:53,283 - mmaction - INFO - Epoch [92][440/3757] lr: 1.000e-04, eta: 18:05:42, time: 2.009, data_time: 0.011, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8742, loss_cls: 1.1797, loss: 1.1797, grad_norm: 9.2627 2020-08-01 21:35:33,361 - mmaction - INFO - Epoch [92][460/3757] lr: 1.000e-04, eta: 18:05:03, time: 2.005, data_time: 0.011, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8867, loss_cls: 1.1741, loss: 1.1741, grad_norm: 9.2672 2020-08-01 21:36:12,072 - mmaction - INFO - Epoch [92][480/3757] lr: 1.000e-04, eta: 18:04:24, time: 1.938, data_time: 0.007, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.1949, loss: 1.1949, grad_norm: 9.3681 2020-08-01 21:36:49,858 - mmaction - INFO - Epoch [92][500/3757] lr: 1.000e-04, eta: 18:03:45, time: 1.886, data_time: 0.134, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8758, loss_cls: 1.2276, loss: 1.2276, grad_norm: 9.1413 2020-08-01 21:37:28,054 - mmaction - INFO - Epoch [92][520/3757] lr: 1.000e-04, eta: 18:03:06, time: 1.914, data_time: 0.482, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8805, loss_cls: 1.1675, loss: 1.1675, grad_norm: 9.1587 2020-08-01 21:38:08,247 - mmaction - INFO - Epoch [92][540/3757] lr: 1.000e-04, eta: 18:02:27, time: 2.002, data_time: 0.369, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8539, loss_cls: 1.3065, loss: 1.3065, grad_norm: 9.1975 2020-08-01 21:38:46,310 - mmaction - INFO - Epoch [92][560/3757] lr: 1.000e-04, eta: 18:01:48, time: 1.909, data_time: 0.389, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8758, loss_cls: 1.2124, loss: 1.2124, grad_norm: 9.1887 2020-08-01 21:39:25,250 - mmaction - INFO - Epoch [92][580/3757] lr: 1.000e-04, eta: 18:01:09, time: 1.944, data_time: 0.008, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8789, loss_cls: 1.2054, loss: 1.2054, grad_norm: 8.9477 2020-08-01 21:40:02,079 - mmaction - INFO - Epoch [92][600/3757] lr: 1.000e-04, eta: 18:00:30, time: 1.844, data_time: 0.100, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8719, loss_cls: 1.1920, loss: 1.1920, grad_norm: 8.8869 2020-08-01 21:40:40,952 - mmaction - INFO - Epoch [92][620/3757] lr: 1.000e-04, eta: 17:59:51, time: 1.943, data_time: 0.046, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8867, loss_cls: 1.1451, loss: 1.1451, grad_norm: 9.1790 2020-08-01 21:41:20,150 - mmaction - INFO - Epoch [92][640/3757] lr: 1.000e-04, eta: 17:59:12, time: 1.955, data_time: 0.008, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8727, loss_cls: 1.2159, loss: 1.2159, grad_norm: 9.2240 2020-08-01 21:41:56,650 - mmaction - INFO - Epoch [92][660/3757] lr: 1.000e-04, eta: 17:58:32, time: 1.831, data_time: 0.009, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8750, loss_cls: 1.2165, loss: 1.2165, grad_norm: 9.2787 2020-08-01 21:42:34,274 - mmaction - INFO - Epoch [92][680/3757] lr: 1.000e-04, eta: 17:57:53, time: 1.881, data_time: 0.010, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8938, loss_cls: 1.1396, loss: 1.1396, grad_norm: 9.3295 2020-08-01 21:43:13,415 - mmaction - INFO - Epoch [92][700/3757] lr: 1.000e-04, eta: 17:57:14, time: 1.950, data_time: 0.054, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8867, loss_cls: 1.1959, loss: 1.1959, grad_norm: 9.6713 2020-08-01 21:43:47,911 - mmaction - INFO - Epoch [92][720/3757] lr: 1.000e-04, eta: 17:56:35, time: 1.733, data_time: 0.100, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8773, loss_cls: 1.1979, loss: 1.1979, grad_norm: 9.1792 2020-08-01 21:44:28,774 - mmaction - INFO - Epoch [92][740/3757] lr: 1.000e-04, eta: 17:55:56, time: 2.043, data_time: 0.236, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8875, loss_cls: 1.1743, loss: 1.1743, grad_norm: 9.6363 2020-08-01 21:45:06,360 - mmaction - INFO - Epoch [92][760/3757] lr: 1.000e-04, eta: 17:55:17, time: 1.879, data_time: 0.471, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8711, loss_cls: 1.2461, loss: 1.2461, grad_norm: 9.3941 2020-08-01 21:45:47,583 - mmaction - INFO - Epoch [92][780/3757] lr: 1.000e-04, eta: 17:54:38, time: 2.061, data_time: 0.197, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8797, loss_cls: 1.1914, loss: 1.1914, grad_norm: 9.1590 2020-08-01 21:46:26,247 - mmaction - INFO - Epoch [92][800/3757] lr: 1.000e-04, eta: 17:53:59, time: 1.934, data_time: 0.010, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8766, loss_cls: 1.1837, loss: 1.1837, grad_norm: 9.4132 2020-08-01 21:47:03,369 - mmaction - INFO - Epoch [92][820/3757] lr: 1.000e-04, eta: 17:53:19, time: 1.852, data_time: 0.008, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8711, loss_cls: 1.2112, loss: 1.2112, grad_norm: 9.2181 2020-08-01 21:47:43,950 - mmaction - INFO - Epoch [92][840/3757] lr: 1.000e-04, eta: 17:52:41, time: 2.034, data_time: 0.009, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8906, loss_cls: 1.1752, loss: 1.1752, grad_norm: 9.2092 2020-08-01 21:48:19,892 - mmaction - INFO - Epoch [92][860/3757] lr: 1.000e-04, eta: 17:52:01, time: 1.793, data_time: 0.183, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8609, loss_cls: 1.2283, loss: 1.2283, grad_norm: 9.0562 2020-08-01 21:49:00,215 - mmaction - INFO - Epoch [92][880/3757] lr: 1.000e-04, eta: 17:51:22, time: 2.018, data_time: 0.566, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8812, loss_cls: 1.1690, loss: 1.1690, grad_norm: 9.1622 2020-08-01 21:49:38,664 - mmaction - INFO - Epoch [92][900/3757] lr: 1.000e-04, eta: 17:50:43, time: 1.915, data_time: 1.036, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8914, loss_cls: 1.0988, loss: 1.0988, grad_norm: 9.0033 2020-08-01 21:50:21,417 - mmaction - INFO - Epoch [92][920/3757] lr: 1.000e-04, eta: 17:50:04, time: 2.146, data_time: 1.179, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8805, loss_cls: 1.2101, loss: 1.2101, grad_norm: 9.6762 2020-08-01 21:50:59,305 - mmaction - INFO - Epoch [92][940/3757] lr: 1.000e-04, eta: 17:49:25, time: 1.891, data_time: 0.472, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8797, loss_cls: 1.1903, loss: 1.1903, grad_norm: 9.1021 2020-08-01 21:51:37,839 - mmaction - INFO - Epoch [92][960/3757] lr: 1.000e-04, eta: 17:48:46, time: 1.923, data_time: 0.500, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8820, loss_cls: 1.1662, loss: 1.1662, grad_norm: 9.2681 2020-08-01 21:52:17,221 - mmaction - INFO - Epoch [92][980/3757] lr: 1.000e-04, eta: 17:48:07, time: 1.975, data_time: 0.550, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8828, loss_cls: 1.1590, loss: 1.1590, grad_norm: 9.3413 2020-08-01 21:52:58,578 - mmaction - INFO - Epoch [92][1000/3757] lr: 1.000e-04, eta: 17:47:28, time: 2.059, data_time: 0.958, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8703, loss_cls: 1.2342, loss: 1.2342, grad_norm: 9.1194 2020-08-01 21:53:39,770 - mmaction - INFO - Epoch [92][1020/3757] lr: 1.000e-04, eta: 17:46:50, time: 2.069, data_time: 1.484, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8594, loss_cls: 1.2589, loss: 1.2589, grad_norm: 9.0255 2020-08-01 21:54:15,417 - mmaction - INFO - Epoch [92][1040/3757] lr: 1.000e-04, eta: 17:46:10, time: 1.784, data_time: 1.189, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8820, loss_cls: 1.1736, loss: 1.1736, grad_norm: 9.2888 2020-08-01 21:54:55,456 - mmaction - INFO - Epoch [92][1060/3757] lr: 1.000e-04, eta: 17:45:31, time: 2.003, data_time: 0.142, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8766, loss_cls: 1.1857, loss: 1.1857, grad_norm: 9.3840 2020-08-01 21:55:34,607 - mmaction - INFO - Epoch [92][1080/3757] lr: 1.000e-04, eta: 17:44:52, time: 1.949, data_time: 0.080, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8758, loss_cls: 1.2275, loss: 1.2275, grad_norm: 9.3990 2020-08-01 21:56:12,016 - mmaction - INFO - Epoch [92][1100/3757] lr: 1.000e-04, eta: 17:44:13, time: 1.879, data_time: 0.058, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8906, loss_cls: 1.1076, loss: 1.1076, grad_norm: 8.9738 2020-08-01 21:56:49,902 - mmaction - INFO - Epoch [92][1120/3757] lr: 1.000e-04, eta: 17:43:34, time: 1.890, data_time: 0.108, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8812, loss_cls: 1.2091, loss: 1.2091, grad_norm: 9.3533 2020-08-01 21:57:33,426 - mmaction - INFO - Epoch [92][1140/3757] lr: 1.000e-04, eta: 17:42:55, time: 2.180, data_time: 0.965, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8844, loss_cls: 1.1730, loss: 1.1730, grad_norm: 8.9651 2020-08-01 21:58:09,757 - mmaction - INFO - Epoch [92][1160/3757] lr: 1.000e-04, eta: 17:42:16, time: 1.814, data_time: 1.132, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8750, loss_cls: 1.1641, loss: 1.1641, grad_norm: 8.9889 2020-08-01 21:58:49,820 - mmaction - INFO - Epoch [92][1180/3757] lr: 1.000e-04, eta: 17:41:37, time: 2.004, data_time: 0.261, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8773, loss_cls: 1.2136, loss: 1.2136, grad_norm: 9.3574 2020-08-01 21:59:28,089 - mmaction - INFO - Epoch [92][1200/3757] lr: 1.000e-04, eta: 17:40:58, time: 1.908, data_time: 0.952, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8852, loss_cls: 1.2159, loss: 1.2159, grad_norm: 9.5775 2020-08-01 22:00:08,882 - mmaction - INFO - Epoch [92][1220/3757] lr: 1.000e-04, eta: 17:40:19, time: 2.040, data_time: 0.442, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8758, loss_cls: 1.1839, loss: 1.1839, grad_norm: 9.2389 2020-08-01 22:00:44,140 - mmaction - INFO - Epoch [92][1240/3757] lr: 1.000e-04, eta: 17:39:40, time: 1.768, data_time: 0.198, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8891, loss_cls: 1.2083, loss: 1.2083, grad_norm: 9.4748 2020-08-01 22:01:24,700 - mmaction - INFO - Epoch [92][1260/3757] lr: 1.000e-04, eta: 17:39:01, time: 2.024, data_time: 0.014, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8805, loss_cls: 1.1919, loss: 1.1919, grad_norm: 9.2095 2020-08-01 22:02:06,051 - mmaction - INFO - Epoch [92][1280/3757] lr: 1.000e-04, eta: 17:38:22, time: 2.063, data_time: 0.009, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8805, loss_cls: 1.2323, loss: 1.2323, grad_norm: 8.9824 2020-08-01 22:02:41,937 - mmaction - INFO - Epoch [92][1300/3757] lr: 1.000e-04, eta: 17:37:43, time: 1.802, data_time: 0.011, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8992, loss_cls: 1.1165, loss: 1.1165, grad_norm: 9.2239 2020-08-01 22:03:20,342 - mmaction - INFO - Epoch [92][1320/3757] lr: 1.000e-04, eta: 17:37:04, time: 1.919, data_time: 0.003, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8812, loss_cls: 1.2074, loss: 1.2074, grad_norm: 9.1730 2020-08-01 22:04:02,356 - mmaction - INFO - Epoch [92][1340/3757] lr: 1.000e-04, eta: 17:36:25, time: 2.097, data_time: 0.010, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8836, loss_cls: 1.1863, loss: 1.1863, grad_norm: 9.2676 2020-08-01 22:04:44,174 - mmaction - INFO - Epoch [92][1360/3757] lr: 1.000e-04, eta: 17:35:46, time: 2.094, data_time: 0.175, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8914, loss_cls: 1.1593, loss: 1.1593, grad_norm: 9.2909 2020-08-01 22:05:19,110 - mmaction - INFO - Epoch [92][1380/3757] lr: 1.000e-04, eta: 17:35:07, time: 1.744, data_time: 0.077, memory: 5170, top1_acc: 0.7469, top5_acc: 0.8992, loss_cls: 1.0654, loss: 1.0654, grad_norm: 9.1177 2020-08-01 22:06:03,334 - mmaction - INFO - Epoch [92][1400/3757] lr: 1.000e-04, eta: 17:34:28, time: 2.214, data_time: 0.010, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8891, loss_cls: 1.1162, loss: 1.1162, grad_norm: 9.5071 2020-08-01 22:06:40,069 - mmaction - INFO - Epoch [92][1420/3757] lr: 1.000e-04, eta: 17:33:49, time: 1.837, data_time: 0.006, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8836, loss_cls: 1.1504, loss: 1.1504, grad_norm: 9.2631 2020-08-01 22:07:16,990 - mmaction - INFO - Epoch [92][1440/3757] lr: 1.000e-04, eta: 17:33:10, time: 1.840, data_time: 0.095, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8781, loss_cls: 1.2189, loss: 1.2189, grad_norm: 8.9887 2020-08-01 22:07:55,032 - mmaction - INFO - Epoch [92][1460/3757] lr: 1.000e-04, eta: 17:32:30, time: 1.908, data_time: 0.050, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8922, loss_cls: 1.1103, loss: 1.1103, grad_norm: 9.1571 2020-08-01 22:08:31,338 - mmaction - INFO - Epoch [92][1480/3757] lr: 1.000e-04, eta: 17:31:51, time: 1.815, data_time: 0.012, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8727, loss_cls: 1.1833, loss: 1.1833, grad_norm: 9.1595 2020-08-01 22:09:11,903 - mmaction - INFO - Epoch [92][1500/3757] lr: 1.000e-04, eta: 17:31:12, time: 2.026, data_time: 0.011, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8805, loss_cls: 1.1664, loss: 1.1664, grad_norm: 9.3246 2020-08-01 22:09:51,553 - mmaction - INFO - Epoch [92][1520/3757] lr: 1.000e-04, eta: 17:30:33, time: 1.987, data_time: 0.007, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8875, loss_cls: 1.1715, loss: 1.1715, grad_norm: 9.2460 2020-08-01 22:10:32,230 - mmaction - INFO - Epoch [92][1540/3757] lr: 1.000e-04, eta: 17:29:54, time: 2.033, data_time: 0.009, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8938, loss_cls: 1.1615, loss: 1.1615, grad_norm: 9.1025 2020-08-01 22:11:08,441 - mmaction - INFO - Epoch [92][1560/3757] lr: 1.000e-04, eta: 17:29:15, time: 1.812, data_time: 0.004, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8883, loss_cls: 1.1474, loss: 1.1474, grad_norm: 8.9537 2020-08-01 22:11:47,329 - mmaction - INFO - Epoch [92][1580/3757] lr: 1.000e-04, eta: 17:28:36, time: 1.938, data_time: 0.009, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8734, loss_cls: 1.2517, loss: 1.2517, grad_norm: 9.6621 2020-08-01 22:12:24,277 - mmaction - INFO - Epoch [92][1600/3757] lr: 1.000e-04, eta: 17:27:57, time: 1.851, data_time: 0.065, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8891, loss_cls: 1.1487, loss: 1.1487, grad_norm: 9.3165 2020-08-01 22:13:04,909 - mmaction - INFO - Epoch [92][1620/3757] lr: 1.000e-04, eta: 17:27:18, time: 2.033, data_time: 0.182, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8766, loss_cls: 1.2805, loss: 1.2805, grad_norm: 9.6409 2020-08-01 22:13:40,437 - mmaction - INFO - Epoch [92][1640/3757] lr: 1.000e-04, eta: 17:26:38, time: 1.776, data_time: 0.508, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8898, loss_cls: 1.1731, loss: 1.1731, grad_norm: 9.1482 2020-08-01 22:14:21,560 - mmaction - INFO - Epoch [92][1660/3757] lr: 1.000e-04, eta: 17:26:00, time: 2.052, data_time: 0.454, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8820, loss_cls: 1.2003, loss: 1.2003, grad_norm: 9.5484 2020-08-01 22:15:01,450 - mmaction - INFO - Epoch [92][1680/3757] lr: 1.000e-04, eta: 17:25:21, time: 2.001, data_time: 0.011, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8891, loss_cls: 1.1283, loss: 1.1283, grad_norm: 8.8523 2020-08-01 22:15:39,496 - mmaction - INFO - Epoch [92][1700/3757] lr: 1.000e-04, eta: 17:24:42, time: 1.902, data_time: 0.004, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8742, loss_cls: 1.1772, loss: 1.1772, grad_norm: 9.1345 2020-08-01 22:16:16,189 - mmaction - INFO - Epoch [92][1720/3757] lr: 1.000e-04, eta: 17:24:02, time: 1.832, data_time: 0.009, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8844, loss_cls: 1.1469, loss: 1.1469, grad_norm: 9.2189 2020-08-01 22:16:54,969 - mmaction - INFO - Epoch [92][1740/3757] lr: 1.000e-04, eta: 17:23:23, time: 1.941, data_time: 0.008, memory: 5170, top1_acc: 0.7336, top5_acc: 0.8898, loss_cls: 1.1004, loss: 1.1004, grad_norm: 9.0463 2020-08-01 22:17:35,748 - mmaction - INFO - Epoch [92][1760/3757] lr: 1.000e-04, eta: 17:22:44, time: 2.034, data_time: 0.010, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8656, loss_cls: 1.2625, loss: 1.2625, grad_norm: 9.4921 2020-08-01 22:18:14,607 - mmaction - INFO - Epoch [92][1780/3757] lr: 1.000e-04, eta: 17:22:05, time: 1.948, data_time: 0.014, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8781, loss_cls: 1.2043, loss: 1.2043, grad_norm: 9.4420 2020-08-01 22:18:54,970 - mmaction - INFO - Epoch [92][1800/3757] lr: 1.000e-04, eta: 17:21:26, time: 2.016, data_time: 0.010, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8742, loss_cls: 1.1933, loss: 1.1933, grad_norm: 9.2349 2020-08-01 22:19:30,774 - mmaction - INFO - Epoch [92][1820/3757] lr: 1.000e-04, eta: 17:20:47, time: 1.794, data_time: 0.021, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8781, loss_cls: 1.2168, loss: 1.2168, grad_norm: 9.4885 2020-08-01 22:20:11,201 - mmaction - INFO - Epoch [92][1840/3757] lr: 1.000e-04, eta: 17:20:08, time: 2.019, data_time: 0.009, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8742, loss_cls: 1.2526, loss: 1.2526, grad_norm: 9.4149 2020-08-01 22:20:49,674 - mmaction - INFO - Epoch [92][1860/3757] lr: 1.000e-04, eta: 17:19:29, time: 1.925, data_time: 0.155, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8852, loss_cls: 1.2037, loss: 1.2037, grad_norm: 9.4671 2020-08-01 22:21:27,183 - mmaction - INFO - Epoch [92][1880/3757] lr: 1.000e-04, eta: 17:18:50, time: 1.870, data_time: 0.168, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8656, loss_cls: 1.2419, loss: 1.2419, grad_norm: 9.5858 2020-08-01 22:22:06,770 - mmaction - INFO - Epoch [92][1900/3757] lr: 1.000e-04, eta: 17:18:11, time: 1.983, data_time: 1.054, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8977, loss_cls: 1.0890, loss: 1.0890, grad_norm: 8.9240 2020-08-01 22:22:44,650 - mmaction - INFO - Epoch [92][1920/3757] lr: 1.000e-04, eta: 17:17:32, time: 1.890, data_time: 0.829, memory: 5170, top1_acc: 0.7250, top5_acc: 0.9008, loss_cls: 1.0772, loss: 1.0772, grad_norm: 9.0548 2020-08-01 22:23:24,219 - mmaction - INFO - Epoch [92][1940/3757] lr: 1.000e-04, eta: 17:16:53, time: 1.983, data_time: 1.333, memory: 5170, top1_acc: 0.7336, top5_acc: 0.8812, loss_cls: 1.1542, loss: 1.1542, grad_norm: 9.1716 2020-08-01 22:23:59,195 - mmaction - INFO - Epoch [92][1960/3757] lr: 1.000e-04, eta: 17:16:13, time: 1.749, data_time: 0.928, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8789, loss_cls: 1.1838, loss: 1.1838, grad_norm: 9.3279 2020-08-01 22:24:40,619 - mmaction - INFO - Epoch [92][1980/3757] lr: 1.000e-04, eta: 17:15:34, time: 2.066, data_time: 0.194, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8602, loss_cls: 1.2583, loss: 1.2583, grad_norm: 9.3968 2020-08-01 22:25:17,178 - mmaction - INFO - Epoch [92][2000/3757] lr: 1.000e-04, eta: 17:14:55, time: 1.829, data_time: 0.009, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8844, loss_cls: 1.1310, loss: 1.1310, grad_norm: 9.0043 2020-08-01 22:25:56,588 - mmaction - INFO - Epoch [92][2020/3757] lr: 1.000e-04, eta: 17:14:16, time: 1.975, data_time: 0.010, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8781, loss_cls: 1.1948, loss: 1.1948, grad_norm: 9.2158 2020-08-01 22:26:35,027 - mmaction - INFO - Epoch [92][2040/3757] lr: 1.000e-04, eta: 17:13:37, time: 1.919, data_time: 0.007, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8789, loss_cls: 1.2154, loss: 1.2154, grad_norm: 9.5831 2020-08-01 22:27:13,300 - mmaction - INFO - Epoch [92][2060/3757] lr: 1.000e-04, eta: 17:12:58, time: 1.915, data_time: 0.008, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8836, loss_cls: 1.1638, loss: 1.1638, grad_norm: 9.1446 2020-08-01 22:27:52,734 - mmaction - INFO - Epoch [92][2080/3757] lr: 1.000e-04, eta: 17:12:19, time: 1.970, data_time: 0.009, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8914, loss_cls: 1.2032, loss: 1.2032, grad_norm: 9.2076 2020-08-01 22:28:31,935 - mmaction - INFO - Epoch [92][2100/3757] lr: 1.000e-04, eta: 17:11:40, time: 1.961, data_time: 0.012, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8773, loss_cls: 1.1885, loss: 1.1885, grad_norm: 9.1552 2020-08-01 22:29:08,037 - mmaction - INFO - Epoch [92][2120/3757] lr: 1.000e-04, eta: 17:11:01, time: 1.800, data_time: 0.018, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8875, loss_cls: 1.1560, loss: 1.1560, grad_norm: 9.3996 2020-08-01 22:29:48,993 - mmaction - INFO - Epoch [92][2140/3757] lr: 1.000e-04, eta: 17:10:22, time: 2.054, data_time: 0.170, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8766, loss_cls: 1.2154, loss: 1.2154, grad_norm: 9.3610 2020-08-01 22:30:28,550 - mmaction - INFO - Epoch [92][2160/3757] lr: 1.000e-04, eta: 17:09:43, time: 1.975, data_time: 0.010, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8688, loss_cls: 1.2570, loss: 1.2570, grad_norm: 9.5323 2020-08-01 22:31:05,789 - mmaction - INFO - Epoch [92][2180/3757] lr: 1.000e-04, eta: 17:09:04, time: 1.866, data_time: 0.009, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8789, loss_cls: 1.1840, loss: 1.1840, grad_norm: 9.3963 2020-08-01 22:31:45,323 - mmaction - INFO - Epoch [92][2200/3757] lr: 1.000e-04, eta: 17:08:25, time: 1.972, data_time: 0.030, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8695, loss_cls: 1.2747, loss: 1.2747, grad_norm: 9.5297 2020-08-01 22:32:26,655 - mmaction - INFO - Epoch [92][2220/3757] lr: 1.000e-04, eta: 17:07:46, time: 2.070, data_time: 0.030, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8703, loss_cls: 1.2715, loss: 1.2715, grad_norm: 9.9771 2020-08-01 22:33:05,422 - mmaction - INFO - Epoch [92][2240/3757] lr: 1.000e-04, eta: 17:07:07, time: 1.940, data_time: 0.003, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8727, loss_cls: 1.2539, loss: 1.2539, grad_norm: 9.0318 2020-08-01 22:33:42,895 - mmaction - INFO - Epoch [92][2260/3757] lr: 1.000e-04, eta: 17:06:28, time: 1.866, data_time: 0.008, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8773, loss_cls: 1.2330, loss: 1.2330, grad_norm: 9.1245 2020-08-01 22:34:23,447 - mmaction - INFO - Epoch [92][2280/3757] lr: 1.000e-04, eta: 17:05:49, time: 2.033, data_time: 0.010, memory: 5170, top1_acc: 0.6750, top5_acc: 0.8711, loss_cls: 1.2819, loss: 1.2819, grad_norm: 9.4897 2020-08-01 22:35:02,800 - mmaction - INFO - Epoch [92][2300/3757] lr: 1.000e-04, eta: 17:05:10, time: 1.970, data_time: 0.148, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8906, loss_cls: 1.1237, loss: 1.1237, grad_norm: 9.1817 2020-08-01 22:35:41,898 - mmaction - INFO - Epoch [92][2320/3757] lr: 1.000e-04, eta: 17:04:31, time: 1.954, data_time: 0.921, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8805, loss_cls: 1.2124, loss: 1.2124, grad_norm: 9.0265 2020-08-01 22:36:21,619 - mmaction - INFO - Epoch [92][2340/3757] lr: 1.000e-04, eta: 17:03:52, time: 1.987, data_time: 0.295, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8734, loss_cls: 1.1744, loss: 1.1744, grad_norm: 9.1460 2020-08-01 22:37:00,242 - mmaction - INFO - Epoch [92][2360/3757] lr: 1.000e-04, eta: 17:03:13, time: 1.924, data_time: 0.632, memory: 5170, top1_acc: 0.7117, top5_acc: 0.9000, loss_cls: 1.1496, loss: 1.1496, grad_norm: 9.0757 2020-08-01 22:37:39,395 - mmaction - INFO - Epoch [92][2380/3757] lr: 1.000e-04, eta: 17:02:34, time: 1.963, data_time: 0.762, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8961, loss_cls: 1.1695, loss: 1.1695, grad_norm: 9.2732 2020-08-01 22:38:15,008 - mmaction - INFO - Epoch [92][2400/3757] lr: 1.000e-04, eta: 17:01:54, time: 1.774, data_time: 0.647, memory: 5170, top1_acc: 0.7414, top5_acc: 0.9086, loss_cls: 1.0526, loss: 1.0526, grad_norm: 8.8898 2020-08-01 22:38:55,969 - mmaction - INFO - Epoch [92][2420/3757] lr: 1.000e-04, eta: 17:01:15, time: 2.056, data_time: 0.146, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8766, loss_cls: 1.2344, loss: 1.2344, grad_norm: 9.5211 2020-08-01 22:39:34,226 - mmaction - INFO - Epoch [92][2440/3757] lr: 1.000e-04, eta: 17:00:36, time: 1.906, data_time: 0.028, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8742, loss_cls: 1.2239, loss: 1.2239, grad_norm: 9.8246 2020-08-01 22:40:13,920 - mmaction - INFO - Epoch [92][2460/3757] lr: 1.000e-04, eta: 16:59:57, time: 1.986, data_time: 0.093, memory: 5170, top1_acc: 0.7164, top5_acc: 0.9000, loss_cls: 1.1385, loss: 1.1385, grad_norm: 9.1514 2020-08-01 22:40:57,041 - mmaction - INFO - Epoch [92][2480/3757] lr: 1.000e-04, eta: 16:59:19, time: 2.161, data_time: 0.011, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8961, loss_cls: 1.1480, loss: 1.1480, grad_norm: 9.0708 2020-08-01 22:41:34,472 - mmaction - INFO - Epoch [92][2500/3757] lr: 1.000e-04, eta: 16:58:39, time: 1.872, data_time: 0.009, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8938, loss_cls: 1.1669, loss: 1.1669, grad_norm: 9.4027 2020-08-01 22:42:11,816 - mmaction - INFO - Epoch [92][2520/3757] lr: 1.000e-04, eta: 16:58:00, time: 1.865, data_time: 0.009, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8852, loss_cls: 1.1742, loss: 1.1742, grad_norm: 9.3175 2020-08-01 22:42:51,060 - mmaction - INFO - Epoch [92][2540/3757] lr: 1.000e-04, eta: 16:57:21, time: 1.961, data_time: 0.009, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8906, loss_cls: 1.1522, loss: 1.1522, grad_norm: 9.2563 2020-08-01 22:43:29,139 - mmaction - INFO - Epoch [92][2560/3757] lr: 1.000e-04, eta: 16:56:42, time: 1.906, data_time: 0.014, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8906, loss_cls: 1.1347, loss: 1.1347, grad_norm: 9.0679 2020-08-01 22:44:07,519 - mmaction - INFO - Epoch [92][2580/3757] lr: 1.000e-04, eta: 16:56:03, time: 1.920, data_time: 0.013, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8719, loss_cls: 1.2526, loss: 1.2526, grad_norm: 9.5178 2020-08-01 22:44:46,573 - mmaction - INFO - Epoch [92][2600/3757] lr: 1.000e-04, eta: 16:55:24, time: 1.954, data_time: 0.003, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8828, loss_cls: 1.2020, loss: 1.2020, grad_norm: 9.4593 2020-08-01 22:45:23,833 - mmaction - INFO - Epoch [92][2620/3757] lr: 1.000e-04, eta: 16:54:45, time: 1.855, data_time: 0.132, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8859, loss_cls: 1.1564, loss: 1.1564, grad_norm: 9.2522 2020-08-01 22:46:02,902 - mmaction - INFO - Epoch [92][2640/3757] lr: 1.000e-04, eta: 16:54:06, time: 1.961, data_time: 1.165, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8773, loss_cls: 1.1594, loss: 1.1594, grad_norm: 9.0475 2020-08-01 22:46:41,365 - mmaction - INFO - Epoch [92][2660/3757] lr: 1.000e-04, eta: 16:53:27, time: 1.919, data_time: 1.193, memory: 5170, top1_acc: 0.7305, top5_acc: 0.8945, loss_cls: 1.1520, loss: 1.1520, grad_norm: 9.2310 2020-08-01 22:47:19,796 - mmaction - INFO - Epoch [92][2680/3757] lr: 1.000e-04, eta: 16:52:48, time: 1.925, data_time: 0.976, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8820, loss_cls: 1.1774, loss: 1.1774, grad_norm: 9.2741 2020-08-01 22:47:56,763 - mmaction - INFO - Epoch [92][2700/3757] lr: 1.000e-04, eta: 16:52:08, time: 1.846, data_time: 0.659, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8852, loss_cls: 1.1534, loss: 1.1534, grad_norm: 9.1073 2020-08-01 22:48:37,384 - mmaction - INFO - Epoch [92][2720/3757] lr: 1.000e-04, eta: 16:51:29, time: 2.034, data_time: 0.006, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.1948, loss: 1.1948, grad_norm: 9.4023 2020-08-01 22:49:15,739 - mmaction - INFO - Epoch [92][2740/3757] lr: 1.000e-04, eta: 16:50:50, time: 1.917, data_time: 0.008, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8648, loss_cls: 1.2478, loss: 1.2478, grad_norm: 9.0002 2020-08-01 22:49:53,686 - mmaction - INFO - Epoch [92][2760/3757] lr: 1.000e-04, eta: 16:50:11, time: 1.896, data_time: 0.008, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8820, loss_cls: 1.2293, loss: 1.2293, grad_norm: 9.6649 2020-08-01 22:50:35,139 - mmaction - INFO - Epoch [92][2780/3757] lr: 1.000e-04, eta: 16:49:32, time: 2.073, data_time: 0.008, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8789, loss_cls: 1.1939, loss: 1.1939, grad_norm: 9.3140 2020-08-01 22:51:14,617 - mmaction - INFO - Epoch [92][2800/3757] lr: 1.000e-04, eta: 16:48:53, time: 1.977, data_time: 0.011, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8789, loss_cls: 1.1445, loss: 1.1445, grad_norm: 8.9020 2020-08-01 22:51:52,504 - mmaction - INFO - Epoch [92][2820/3757] lr: 1.000e-04, eta: 16:48:14, time: 1.887, data_time: 0.016, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8883, loss_cls: 1.1468, loss: 1.1468, grad_norm: 9.5043 2020-08-01 22:52:31,299 - mmaction - INFO - Epoch [92][2840/3757] lr: 1.000e-04, eta: 16:47:35, time: 1.946, data_time: 0.010, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8805, loss_cls: 1.1793, loss: 1.1793, grad_norm: 9.1734 2020-08-01 22:53:10,761 - mmaction - INFO - Epoch [92][2860/3757] lr: 1.000e-04, eta: 16:46:56, time: 1.967, data_time: 0.008, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8703, loss_cls: 1.2222, loss: 1.2222, grad_norm: 9.2862 2020-08-01 22:53:52,066 - mmaction - INFO - Epoch [92][2880/3757] lr: 1.000e-04, eta: 16:46:17, time: 2.072, data_time: 0.010, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8789, loss_cls: 1.2356, loss: 1.2356, grad_norm: 9.2057 2020-08-01 22:54:31,655 - mmaction - INFO - Epoch [92][2900/3757] lr: 1.000e-04, eta: 16:45:38, time: 1.969, data_time: 0.007, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8781, loss_cls: 1.1913, loss: 1.1913, grad_norm: 9.2766 2020-08-01 22:55:09,091 - mmaction - INFO - Epoch [92][2920/3757] lr: 1.000e-04, eta: 16:44:59, time: 1.881, data_time: 0.014, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8812, loss_cls: 1.1894, loss: 1.1894, grad_norm: 9.3763 2020-08-01 22:55:49,597 - mmaction - INFO - Epoch [92][2940/3757] lr: 1.000e-04, eta: 16:44:20, time: 2.025, data_time: 0.003, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8906, loss_cls: 1.1361, loss: 1.1361, grad_norm: 8.9897 2020-08-01 22:56:26,401 - mmaction - INFO - Epoch [92][2960/3757] lr: 1.000e-04, eta: 16:43:41, time: 1.841, data_time: 0.009, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8820, loss_cls: 1.1757, loss: 1.1757, grad_norm: 9.3329 2020-08-01 22:57:04,175 - mmaction - INFO - Epoch [92][2980/3757] lr: 1.000e-04, eta: 16:43:02, time: 1.888, data_time: 0.038, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8914, loss_cls: 1.1973, loss: 1.1973, grad_norm: 9.4287 2020-08-01 22:57:40,770 - mmaction - INFO - Epoch [92][3000/3757] lr: 1.000e-04, eta: 16:42:23, time: 1.827, data_time: 0.122, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8875, loss_cls: 1.2255, loss: 1.2255, grad_norm: 9.4697 2020-08-01 22:58:18,413 - mmaction - INFO - Epoch [92][3020/3757] lr: 1.000e-04, eta: 16:41:43, time: 1.879, data_time: 0.061, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8844, loss_cls: 1.1669, loss: 1.1669, grad_norm: 9.1603 2020-08-01 22:58:58,519 - mmaction - INFO - Epoch [92][3040/3757] lr: 1.000e-04, eta: 16:41:04, time: 2.009, data_time: 0.010, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8883, loss_cls: 1.1619, loss: 1.1619, grad_norm: 9.2744 2020-08-01 22:59:40,687 - mmaction - INFO - Epoch [92][3060/3757] lr: 1.000e-04, eta: 16:40:26, time: 2.111, data_time: 0.011, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8742, loss_cls: 1.2635, loss: 1.2635, grad_norm: 9.5779 2020-08-01 23:00:13,409 - mmaction - INFO - Epoch [92][3080/3757] lr: 1.000e-04, eta: 16:39:46, time: 1.620, data_time: 0.003, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8766, loss_cls: 1.1814, loss: 1.1814, grad_norm: 9.1592 2020-08-01 23:00:52,086 - mmaction - INFO - Epoch [92][3100/3757] lr: 1.000e-04, eta: 16:39:07, time: 1.948, data_time: 0.277, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8695, loss_cls: 1.2663, loss: 1.2663, grad_norm: 9.4063 2020-08-01 23:01:36,519 - mmaction - INFO - Epoch [92][3120/3757] lr: 1.000e-04, eta: 16:38:29, time: 2.223, data_time: 0.154, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8625, loss_cls: 1.2384, loss: 1.2384, grad_norm: 9.1569 2020-08-01 23:02:09,579 - mmaction - INFO - Epoch [92][3140/3757] lr: 1.000e-04, eta: 16:37:49, time: 1.653, data_time: 0.014, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8797, loss_cls: 1.2370, loss: 1.2370, grad_norm: 9.4772 2020-08-01 23:02:50,955 - mmaction - INFO - Epoch [92][3160/3757] lr: 1.000e-04, eta: 16:37:10, time: 2.062, data_time: 0.019, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8742, loss_cls: 1.2108, loss: 1.2108, grad_norm: 9.1642 2020-08-01 23:03:29,535 - mmaction - INFO - Epoch [92][3180/3757] lr: 1.000e-04, eta: 16:36:31, time: 1.937, data_time: 0.010, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8867, loss_cls: 1.1559, loss: 1.1559, grad_norm: 9.1379 2020-08-01 23:04:06,718 - mmaction - INFO - Epoch [92][3200/3757] lr: 1.000e-04, eta: 16:35:52, time: 1.858, data_time: 0.015, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8820, loss_cls: 1.1979, loss: 1.1979, grad_norm: 9.3453 2020-08-01 23:04:46,933 - mmaction - INFO - Epoch [92][3220/3757] lr: 1.000e-04, eta: 16:35:13, time: 2.010, data_time: 0.251, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8750, loss_cls: 1.2201, loss: 1.2201, grad_norm: 9.3692 2020-08-01 23:05:25,259 - mmaction - INFO - Epoch [92][3240/3757] lr: 1.000e-04, eta: 16:34:34, time: 1.912, data_time: 0.028, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8680, loss_cls: 1.2276, loss: 1.2276, grad_norm: 9.2607 2020-08-01 23:06:03,358 - mmaction - INFO - Epoch [92][3260/3757] lr: 1.000e-04, eta: 16:33:55, time: 1.910, data_time: 0.388, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8883, loss_cls: 1.2171, loss: 1.2171, grad_norm: 9.5085 2020-08-01 23:06:43,837 - mmaction - INFO - Epoch [92][3280/3757] lr: 1.000e-04, eta: 16:33:16, time: 2.017, data_time: 0.196, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8664, loss_cls: 1.2332, loss: 1.2332, grad_norm: 9.5189 2020-08-01 23:07:22,407 - mmaction - INFO - Epoch [92][3300/3757] lr: 1.000e-04, eta: 16:32:37, time: 1.935, data_time: 0.081, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8945, loss_cls: 1.1245, loss: 1.1245, grad_norm: 9.2415 2020-08-01 23:08:03,767 - mmaction - INFO - Epoch [92][3320/3757] lr: 1.000e-04, eta: 16:31:58, time: 2.060, data_time: 0.397, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2530, loss: 1.2530, grad_norm: 9.5417 2020-08-01 23:08:41,341 - mmaction - INFO - Epoch [92][3340/3757] lr: 1.000e-04, eta: 16:31:19, time: 1.886, data_time: 0.264, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8633, loss_cls: 1.2847, loss: 1.2847, grad_norm: 9.6063 2020-08-01 23:09:18,724 - mmaction - INFO - Epoch [92][3360/3757] lr: 1.000e-04, eta: 16:30:39, time: 1.861, data_time: 0.009, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8828, loss_cls: 1.1567, loss: 1.1567, grad_norm: 9.1152 2020-08-01 23:10:01,446 - mmaction - INFO - Epoch [92][3380/3757] lr: 1.000e-04, eta: 16:30:01, time: 2.136, data_time: 0.012, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8773, loss_cls: 1.1858, loss: 1.1858, grad_norm: 9.3811 2020-08-01 23:10:41,320 - mmaction - INFO - Epoch [92][3400/3757] lr: 1.000e-04, eta: 16:29:22, time: 2.003, data_time: 0.318, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8664, loss_cls: 1.2639, loss: 1.2639, grad_norm: 9.4091 2020-08-01 23:11:22,967 - mmaction - INFO - Epoch [92][3420/3757] lr: 1.000e-04, eta: 16:28:43, time: 2.078, data_time: 0.002, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8898, loss_cls: 1.1932, loss: 1.1932, grad_norm: 9.5675 2020-08-01 23:12:01,055 - mmaction - INFO - Epoch [92][3440/3757] lr: 1.000e-04, eta: 16:28:04, time: 1.900, data_time: 0.012, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8766, loss_cls: 1.2296, loss: 1.2296, grad_norm: 9.4054 2020-08-01 23:12:42,104 - mmaction - INFO - Epoch [92][3460/3757] lr: 1.000e-04, eta: 16:27:25, time: 2.060, data_time: 0.012, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8812, loss_cls: 1.2294, loss: 1.2294, grad_norm: 9.7493 2020-08-01 23:13:21,000 - mmaction - INFO - Epoch [92][3480/3757] lr: 1.000e-04, eta: 16:26:46, time: 1.940, data_time: 0.009, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8805, loss_cls: 1.1454, loss: 1.1454, grad_norm: 8.9710 2020-08-01 23:13:56,985 - mmaction - INFO - Epoch [92][3500/3757] lr: 1.000e-04, eta: 16:26:07, time: 1.802, data_time: 0.016, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8898, loss_cls: 1.1689, loss: 1.1689, grad_norm: 9.4251 2020-08-01 23:14:38,368 - mmaction - INFO - Epoch [92][3520/3757] lr: 1.000e-04, eta: 16:25:28, time: 2.071, data_time: 0.011, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8875, loss_cls: 1.1762, loss: 1.1762, grad_norm: 9.2201 2020-08-01 23:15:16,465 - mmaction - INFO - Epoch [92][3540/3757] lr: 1.000e-04, eta: 16:24:49, time: 1.899, data_time: 0.004, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8812, loss_cls: 1.1976, loss: 1.1976, grad_norm: 9.3295 2020-08-01 23:15:54,464 - mmaction - INFO - Epoch [92][3560/3757] lr: 1.000e-04, eta: 16:24:10, time: 1.904, data_time: 0.011, memory: 5170, top1_acc: 0.7352, top5_acc: 0.8883, loss_cls: 1.1133, loss: 1.1133, grad_norm: 8.9405 2020-08-01 23:16:32,105 - mmaction - INFO - Epoch [92][3580/3757] lr: 1.000e-04, eta: 16:23:30, time: 1.885, data_time: 0.300, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8977, loss_cls: 1.0829, loss: 1.0829, grad_norm: 9.1275 2020-08-01 23:17:11,933 - mmaction - INFO - Epoch [92][3600/3757] lr: 1.000e-04, eta: 16:22:51, time: 1.992, data_time: 0.392, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8844, loss_cls: 1.2279, loss: 1.2279, grad_norm: 9.1565 2020-08-01 23:17:53,547 - mmaction - INFO - Epoch [92][3620/3757] lr: 1.000e-04, eta: 16:22:13, time: 2.077, data_time: 0.021, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8719, loss_cls: 1.1961, loss: 1.1961, grad_norm: 9.1600 2020-08-01 23:18:27,410 - mmaction - INFO - Epoch [92][3640/3757] lr: 1.000e-04, eta: 16:21:33, time: 1.697, data_time: 0.017, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8789, loss_cls: 1.1684, loss: 1.1684, grad_norm: 9.0081 2020-08-01 23:19:07,897 - mmaction - INFO - Epoch [92][3660/3757] lr: 1.000e-04, eta: 16:20:54, time: 2.021, data_time: 0.008, memory: 5170, top1_acc: 0.7344, top5_acc: 0.9047, loss_cls: 1.0535, loss: 1.0535, grad_norm: 8.6241 2020-08-01 23:19:44,815 - mmaction - INFO - Epoch [92][3680/3757] lr: 1.000e-04, eta: 16:20:15, time: 1.848, data_time: 0.005, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8906, loss_cls: 1.1453, loss: 1.1453, grad_norm: 9.1472 2020-08-01 23:20:24,117 - mmaction - INFO - Epoch [92][3700/3757] lr: 1.000e-04, eta: 16:19:36, time: 1.962, data_time: 0.007, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8648, loss_cls: 1.2639, loss: 1.2639, grad_norm: 9.6605 2020-08-01 23:21:03,818 - mmaction - INFO - Epoch [92][3720/3757] lr: 1.000e-04, eta: 16:18:57, time: 1.990, data_time: 0.008, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8828, loss_cls: 1.1516, loss: 1.1516, grad_norm: 9.1943 2020-08-01 23:21:40,876 - mmaction - INFO - Epoch [92][3740/3757] lr: 1.000e-04, eta: 16:18:18, time: 1.845, data_time: 0.006, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8742, loss_cls: 1.2434, loss: 1.2434, grad_norm: 9.7463 2020-08-01 23:22:09,126 - mmaction - INFO - Saving checkpoint at 92 epochs 2020-08-01 23:23:05,845 - mmaction - INFO - Epoch [93][20/3757] lr: 1.000e-04, eta: 16:17:04, time: 2.779, data_time: 0.901, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8789, loss_cls: 1.2117, loss: 1.2117, grad_norm: 9.3346 2020-08-01 23:23:45,981 - mmaction - INFO - Epoch [93][40/3757] lr: 1.000e-04, eta: 16:16:25, time: 2.001, data_time: 0.096, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8828, loss_cls: 1.1592, loss: 1.1592, grad_norm: 9.0806 2020-08-01 23:24:25,203 - mmaction - INFO - Epoch [93][60/3757] lr: 1.000e-04, eta: 16:15:46, time: 1.966, data_time: 0.222, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8883, loss_cls: 1.1561, loss: 1.1561, grad_norm: 9.3305 2020-08-01 23:25:05,894 - mmaction - INFO - Epoch [93][80/3757] lr: 1.000e-04, eta: 16:15:07, time: 2.033, data_time: 0.060, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8922, loss_cls: 1.1449, loss: 1.1449, grad_norm: 9.3800 2020-08-01 23:25:46,224 - mmaction - INFO - Epoch [93][100/3757] lr: 1.000e-04, eta: 16:14:28, time: 2.020, data_time: 0.011, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8984, loss_cls: 1.1598, loss: 1.1598, grad_norm: 9.5339 2020-08-01 23:26:26,167 - mmaction - INFO - Epoch [93][120/3757] lr: 1.000e-04, eta: 16:13:49, time: 1.998, data_time: 0.010, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8688, loss_cls: 1.2390, loss: 1.2390, grad_norm: 9.3454 2020-08-01 23:27:09,160 - mmaction - INFO - Epoch [93][140/3757] lr: 1.000e-04, eta: 16:13:11, time: 2.150, data_time: 0.036, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8656, loss_cls: 1.2586, loss: 1.2586, grad_norm: 9.7767 2020-08-01 23:27:46,362 - mmaction - INFO - Epoch [93][160/3757] lr: 1.000e-04, eta: 16:12:32, time: 1.853, data_time: 0.015, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8758, loss_cls: 1.2781, loss: 1.2781, grad_norm: 9.8424 2020-08-01 23:28:24,229 - mmaction - INFO - Epoch [93][180/3757] lr: 1.000e-04, eta: 16:11:52, time: 1.900, data_time: 0.011, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8766, loss_cls: 1.1810, loss: 1.1810, grad_norm: 9.2093 2020-08-01 23:29:03,942 - mmaction - INFO - Epoch [93][200/3757] lr: 1.000e-04, eta: 16:11:13, time: 1.977, data_time: 0.008, memory: 5170, top1_acc: 0.7352, top5_acc: 0.8859, loss_cls: 1.1086, loss: 1.1086, grad_norm: 8.9442 2020-08-01 23:29:44,535 - mmaction - INFO - Epoch [93][220/3757] lr: 1.000e-04, eta: 16:10:35, time: 2.030, data_time: 0.012, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8922, loss_cls: 1.1530, loss: 1.1530, grad_norm: 9.3581 2020-08-01 23:30:23,027 - mmaction - INFO - Epoch [93][240/3757] lr: 1.000e-04, eta: 16:09:55, time: 1.926, data_time: 0.011, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8852, loss_cls: 1.1389, loss: 1.1389, grad_norm: 8.9275 2020-08-01 23:30:59,425 - mmaction - INFO - Epoch [93][260/3757] lr: 1.000e-04, eta: 16:09:16, time: 1.826, data_time: 0.009, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8891, loss_cls: 1.1397, loss: 1.1397, grad_norm: 9.1367 2020-08-01 23:31:39,570 - mmaction - INFO - Epoch [93][280/3757] lr: 1.000e-04, eta: 16:08:37, time: 2.001, data_time: 0.008, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8852, loss_cls: 1.1506, loss: 1.1506, grad_norm: 8.9653 2020-08-01 23:32:19,425 - mmaction - INFO - Epoch [93][300/3757] lr: 1.000e-04, eta: 16:07:58, time: 1.999, data_time: 0.134, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8898, loss_cls: 1.1229, loss: 1.1229, grad_norm: 9.0583 2020-08-01 23:33:02,280 - mmaction - INFO - Epoch [93][320/3757] lr: 1.000e-04, eta: 16:07:20, time: 2.134, data_time: 1.070, memory: 5170, top1_acc: 0.7477, top5_acc: 0.9039, loss_cls: 1.0330, loss: 1.0330, grad_norm: 8.8081 2020-08-01 23:33:36,618 - mmaction - INFO - Epoch [93][340/3757] lr: 1.000e-04, eta: 16:06:40, time: 1.726, data_time: 0.931, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8781, loss_cls: 1.1997, loss: 1.1997, grad_norm: 9.4447 2020-08-01 23:34:17,365 - mmaction - INFO - Epoch [93][360/3757] lr: 1.000e-04, eta: 16:06:01, time: 2.031, data_time: 0.541, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8703, loss_cls: 1.2673, loss: 1.2673, grad_norm: 9.4594 2020-08-01 23:34:57,314 - mmaction - INFO - Epoch [93][380/3757] lr: 1.000e-04, eta: 16:05:22, time: 2.002, data_time: 0.606, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8859, loss_cls: 1.1863, loss: 1.1863, grad_norm: 9.1716 2020-08-01 23:35:34,101 - mmaction - INFO - Epoch [93][400/3757] lr: 1.000e-04, eta: 16:04:43, time: 1.833, data_time: 0.463, memory: 5170, top1_acc: 0.7297, top5_acc: 0.9062, loss_cls: 1.0859, loss: 1.0859, grad_norm: 9.1227 2020-08-01 23:36:12,882 - mmaction - INFO - Epoch [93][420/3757] lr: 1.000e-04, eta: 16:04:04, time: 1.945, data_time: 0.017, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.1992, loss: 1.1992, grad_norm: 9.4035 2020-08-01 23:36:53,904 - mmaction - INFO - Epoch [93][440/3757] lr: 1.000e-04, eta: 16:03:25, time: 2.044, data_time: 0.020, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8828, loss_cls: 1.1846, loss: 1.1846, grad_norm: 9.2952 2020-08-01 23:37:33,544 - mmaction - INFO - Epoch [93][460/3757] lr: 1.000e-04, eta: 16:02:46, time: 1.990, data_time: 0.417, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8914, loss_cls: 1.1348, loss: 1.1348, grad_norm: 9.0488 2020-08-01 23:38:11,537 - mmaction - INFO - Epoch [93][480/3757] lr: 1.000e-04, eta: 16:02:07, time: 1.889, data_time: 0.530, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8828, loss_cls: 1.1332, loss: 1.1332, grad_norm: 9.2296 2020-08-01 23:38:52,737 - mmaction - INFO - Epoch [93][500/3757] lr: 1.000e-04, eta: 16:01:28, time: 2.071, data_time: 1.381, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8977, loss_cls: 1.1332, loss: 1.1332, grad_norm: 9.3825 2020-08-01 23:39:33,410 - mmaction - INFO - Epoch [93][520/3757] lr: 1.000e-04, eta: 16:00:49, time: 2.027, data_time: 1.456, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8836, loss_cls: 1.1884, loss: 1.1884, grad_norm: 9.6337 2020-08-01 23:40:10,008 - mmaction - INFO - Epoch [93][540/3757] lr: 1.000e-04, eta: 16:00:10, time: 1.828, data_time: 1.258, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8766, loss_cls: 1.2177, loss: 1.2177, grad_norm: 9.2646 2020-08-01 23:40:50,354 - mmaction - INFO - Epoch [93][560/3757] lr: 1.000e-04, eta: 15:59:31, time: 2.022, data_time: 1.315, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8938, loss_cls: 1.1318, loss: 1.1318, grad_norm: 9.1727 2020-08-01 23:41:30,271 - mmaction - INFO - Epoch [93][580/3757] lr: 1.000e-04, eta: 15:58:52, time: 1.993, data_time: 1.055, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8922, loss_cls: 1.1134, loss: 1.1134, grad_norm: 9.2275 2020-08-01 23:42:09,379 - mmaction - INFO - Epoch [93][600/3757] lr: 1.000e-04, eta: 15:58:13, time: 1.957, data_time: 1.059, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8883, loss_cls: 1.1591, loss: 1.1591, grad_norm: 9.0304 2020-08-01 23:42:46,773 - mmaction - INFO - Epoch [93][620/3757] lr: 1.000e-04, eta: 15:57:34, time: 1.867, data_time: 0.007, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8781, loss_cls: 1.1862, loss: 1.1862, grad_norm: 9.4461 2020-08-01 23:43:28,197 - mmaction - INFO - Epoch [93][640/3757] lr: 1.000e-04, eta: 15:56:55, time: 2.077, data_time: 0.010, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8906, loss_cls: 1.1849, loss: 1.1849, grad_norm: 9.1373 2020-08-01 23:44:02,269 - mmaction - INFO - Epoch [93][660/3757] lr: 1.000e-04, eta: 15:56:16, time: 1.704, data_time: 0.285, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8797, loss_cls: 1.1811, loss: 1.1811, grad_norm: 9.3987 2020-08-01 23:44:44,857 - mmaction - INFO - Epoch [93][680/3757] lr: 1.000e-04, eta: 15:55:37, time: 2.130, data_time: 0.730, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8750, loss_cls: 1.2069, loss: 1.2069, grad_norm: 9.5114 2020-08-01 23:45:24,845 - mmaction - INFO - Epoch [93][700/3757] lr: 1.000e-04, eta: 15:54:58, time: 1.997, data_time: 1.052, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8844, loss_cls: 1.1880, loss: 1.1880, grad_norm: 9.0847 2020-08-01 23:46:05,250 - mmaction - INFO - Epoch [93][720/3757] lr: 1.000e-04, eta: 15:54:19, time: 2.023, data_time: 1.073, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8633, loss_cls: 1.2551, loss: 1.2551, grad_norm: 9.4068 2020-08-01 23:46:43,141 - mmaction - INFO - Epoch [93][740/3757] lr: 1.000e-04, eta: 15:53:40, time: 1.893, data_time: 0.759, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8867, loss_cls: 1.1689, loss: 1.1689, grad_norm: 9.1832 2020-08-01 23:47:24,046 - mmaction - INFO - Epoch [93][760/3757] lr: 1.000e-04, eta: 15:53:01, time: 2.041, data_time: 1.381, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8891, loss_cls: 1.2162, loss: 1.2162, grad_norm: 9.6660 2020-08-01 23:48:01,103 - mmaction - INFO - Epoch [93][780/3757] lr: 1.000e-04, eta: 15:52:22, time: 1.856, data_time: 1.261, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8852, loss_cls: 1.1958, loss: 1.1958, grad_norm: 9.4756 2020-08-01 23:48:39,069 - mmaction - INFO - Epoch [93][800/3757] lr: 1.000e-04, eta: 15:51:43, time: 1.899, data_time: 0.657, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8836, loss_cls: 1.1897, loss: 1.1897, grad_norm: 9.2707 2020-08-01 23:49:18,798 - mmaction - INFO - Epoch [93][820/3757] lr: 1.000e-04, eta: 15:51:04, time: 1.984, data_time: 0.467, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8758, loss_cls: 1.1989, loss: 1.1989, grad_norm: 9.2602 2020-08-01 23:49:55,926 - mmaction - INFO - Epoch [93][840/3757] lr: 1.000e-04, eta: 15:50:24, time: 1.860, data_time: 0.313, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8773, loss_cls: 1.2220, loss: 1.2220, grad_norm: 9.3715 2020-08-01 23:50:38,475 - mmaction - INFO - Epoch [93][860/3757] lr: 1.000e-04, eta: 15:49:46, time: 2.125, data_time: 0.046, memory: 5170, top1_acc: 0.7344, top5_acc: 0.8992, loss_cls: 1.1060, loss: 1.1060, grad_norm: 8.7563 2020-08-01 23:51:13,681 - mmaction - INFO - Epoch [93][880/3757] lr: 1.000e-04, eta: 15:49:06, time: 1.762, data_time: 0.007, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8828, loss_cls: 1.1151, loss: 1.1151, grad_norm: 9.1488 2020-08-01 23:51:54,031 - mmaction - INFO - Epoch [93][900/3757] lr: 1.000e-04, eta: 15:48:27, time: 2.010, data_time: 0.009, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8742, loss_cls: 1.2013, loss: 1.2013, grad_norm: 9.2634 2020-08-01 23:52:34,740 - mmaction - INFO - Epoch [93][920/3757] lr: 1.000e-04, eta: 15:47:49, time: 2.044, data_time: 0.011, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8836, loss_cls: 1.1861, loss: 1.1861, grad_norm: 9.2929 2020-08-01 23:53:11,670 - mmaction - INFO - Epoch [93][940/3757] lr: 1.000e-04, eta: 15:47:09, time: 1.838, data_time: 0.008, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8789, loss_cls: 1.2212, loss: 1.2212, grad_norm: 9.7077 2020-08-01 23:53:52,502 - mmaction - INFO - Epoch [93][960/3757] lr: 1.000e-04, eta: 15:46:30, time: 2.051, data_time: 0.013, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8656, loss_cls: 1.2656, loss: 1.2656, grad_norm: 9.4481 2020-08-01 23:54:30,308 - mmaction - INFO - Epoch [93][980/3757] lr: 1.000e-04, eta: 15:45:51, time: 1.885, data_time: 0.164, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8875, loss_cls: 1.1521, loss: 1.1521, grad_norm: 9.4608 2020-08-01 23:55:08,834 - mmaction - INFO - Epoch [93][1000/3757] lr: 1.000e-04, eta: 15:45:12, time: 1.930, data_time: 1.024, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8820, loss_cls: 1.2289, loss: 1.2289, grad_norm: 9.6080 2020-08-01 23:55:46,714 - mmaction - INFO - Epoch [93][1020/3757] lr: 1.000e-04, eta: 15:44:33, time: 1.894, data_time: 1.235, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8820, loss_cls: 1.2177, loss: 1.2177, grad_norm: 9.4443 2020-08-01 23:56:25,412 - mmaction - INFO - Epoch [93][1040/3757] lr: 1.000e-04, eta: 15:43:54, time: 1.936, data_time: 1.266, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8961, loss_cls: 1.1123, loss: 1.1123, grad_norm: 8.8576 2020-08-01 23:57:04,268 - mmaction - INFO - Epoch [93][1060/3757] lr: 1.000e-04, eta: 15:43:15, time: 1.943, data_time: 1.250, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8836, loss_cls: 1.1519, loss: 1.1519, grad_norm: 9.3388 2020-08-01 23:57:44,699 - mmaction - INFO - Epoch [93][1080/3757] lr: 1.000e-04, eta: 15:42:36, time: 2.011, data_time: 1.452, memory: 5170, top1_acc: 0.7336, top5_acc: 0.8734, loss_cls: 1.1720, loss: 1.1720, grad_norm: 9.0464 2020-08-01 23:58:21,519 - mmaction - INFO - Epoch [93][1100/3757] lr: 1.000e-04, eta: 15:41:57, time: 1.850, data_time: 1.253, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8820, loss_cls: 1.1679, loss: 1.1679, grad_norm: 9.2651 2020-08-01 23:59:00,027 - mmaction - INFO - Epoch [93][1120/3757] lr: 1.000e-04, eta: 15:41:18, time: 1.920, data_time: 1.270, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8727, loss_cls: 1.2274, loss: 1.2274, grad_norm: 9.4085 2020-08-01 23:59:39,282 - mmaction - INFO - Epoch [93][1140/3757] lr: 1.000e-04, eta: 15:40:39, time: 1.970, data_time: 1.206, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8891, loss_cls: 1.1434, loss: 1.1434, grad_norm: 9.3678 2020-08-02 00:00:17,658 - mmaction - INFO - Epoch [93][1160/3757] lr: 1.000e-04, eta: 15:40:00, time: 1.909, data_time: 0.234, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8750, loss_cls: 1.2393, loss: 1.2393, grad_norm: 9.7321 2020-08-02 00:01:01,065 - mmaction - INFO - Epoch [93][1180/3757] lr: 1.000e-04, eta: 15:39:21, time: 2.180, data_time: 0.021, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8828, loss_cls: 1.1356, loss: 1.1356, grad_norm: 9.1275 2020-08-02 00:01:35,630 - mmaction - INFO - Epoch [93][1200/3757] lr: 1.000e-04, eta: 15:38:42, time: 1.728, data_time: 0.008, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8820, loss_cls: 1.1899, loss: 1.1899, grad_norm: 9.5962 2020-08-02 00:02:17,172 - mmaction - INFO - Epoch [93][1220/3757] lr: 1.000e-04, eta: 15:38:03, time: 2.075, data_time: 0.005, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8789, loss_cls: 1.1850, loss: 1.1850, grad_norm: 9.2048 2020-08-02 00:02:57,019 - mmaction - INFO - Epoch [93][1240/3757] lr: 1.000e-04, eta: 15:37:24, time: 1.995, data_time: 0.006, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1778, loss: 1.1778, grad_norm: 9.1310 2020-08-02 00:03:35,676 - mmaction - INFO - Epoch [93][1260/3757] lr: 1.000e-04, eta: 15:36:45, time: 1.931, data_time: 0.009, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8867, loss_cls: 1.1607, loss: 1.1607, grad_norm: 9.1578 2020-08-02 00:04:14,767 - mmaction - INFO - Epoch [93][1280/3757] lr: 1.000e-04, eta: 15:36:06, time: 1.955, data_time: 0.006, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8828, loss_cls: 1.1715, loss: 1.1715, grad_norm: 9.1697 2020-08-02 00:04:52,415 - mmaction - INFO - Epoch [93][1300/3757] lr: 1.000e-04, eta: 15:35:27, time: 1.884, data_time: 0.076, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8953, loss_cls: 1.1695, loss: 1.1695, grad_norm: 9.4032 2020-08-02 00:05:31,550 - mmaction - INFO - Epoch [93][1320/3757] lr: 1.000e-04, eta: 15:34:47, time: 1.949, data_time: 0.515, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8680, loss_cls: 1.2099, loss: 1.2099, grad_norm: 9.3920 2020-08-02 00:06:10,573 - mmaction - INFO - Epoch [93][1340/3757] lr: 1.000e-04, eta: 15:34:08, time: 1.954, data_time: 1.215, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8758, loss_cls: 1.2107, loss: 1.2107, grad_norm: 9.2042 2020-08-02 00:06:50,716 - mmaction - INFO - Epoch [93][1360/3757] lr: 1.000e-04, eta: 15:33:30, time: 2.006, data_time: 0.598, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8875, loss_cls: 1.1530, loss: 1.1530, grad_norm: 9.3674 2020-08-02 00:07:29,386 - mmaction - INFO - Epoch [93][1380/3757] lr: 1.000e-04, eta: 15:32:50, time: 1.939, data_time: 0.404, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8867, loss_cls: 1.1649, loss: 1.1649, grad_norm: 9.1484 2020-08-02 00:08:05,471 - mmaction - INFO - Epoch [93][1400/3757] lr: 1.000e-04, eta: 15:32:11, time: 1.798, data_time: 1.069, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8812, loss_cls: 1.1672, loss: 1.1672, grad_norm: 9.0229 2020-08-02 00:08:41,361 - mmaction - INFO - Epoch [93][1420/3757] lr: 1.000e-04, eta: 15:31:32, time: 1.801, data_time: 0.765, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8875, loss_cls: 1.1396, loss: 1.1396, grad_norm: 9.0903 2020-08-02 00:09:24,761 - mmaction - INFO - Epoch [93][1440/3757] lr: 1.000e-04, eta: 15:30:53, time: 2.160, data_time: 1.548, memory: 5170, top1_acc: 0.7352, top5_acc: 0.8992, loss_cls: 1.0979, loss: 1.0979, grad_norm: 8.9889 2020-08-02 00:10:01,290 - mmaction - INFO - Epoch [93][1460/3757] lr: 1.000e-04, eta: 15:30:14, time: 1.835, data_time: 0.919, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8906, loss_cls: 1.1333, loss: 1.1333, grad_norm: 8.9611 2020-08-02 00:10:39,969 - mmaction - INFO - Epoch [93][1480/3757] lr: 1.000e-04, eta: 15:29:35, time: 1.931, data_time: 0.820, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8734, loss_cls: 1.2426, loss: 1.2426, grad_norm: 9.6264 2020-08-02 00:11:22,463 - mmaction - INFO - Epoch [93][1500/3757] lr: 1.000e-04, eta: 15:28:56, time: 2.126, data_time: 0.192, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8773, loss_cls: 1.1939, loss: 1.1939, grad_norm: 9.2907 2020-08-02 00:12:00,215 - mmaction - INFO - Epoch [93][1520/3757] lr: 1.000e-04, eta: 15:28:17, time: 1.890, data_time: 0.011, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8867, loss_cls: 1.1994, loss: 1.1994, grad_norm: 9.2401 2020-08-02 00:12:41,131 - mmaction - INFO - Epoch [93][1540/3757] lr: 1.000e-04, eta: 15:27:38, time: 2.045, data_time: 0.009, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8852, loss_cls: 1.1579, loss: 1.1579, grad_norm: 9.1182 2020-08-02 00:13:14,799 - mmaction - INFO - Epoch [93][1560/3757] lr: 1.000e-04, eta: 15:26:59, time: 1.683, data_time: 0.007, memory: 5170, top1_acc: 0.7352, top5_acc: 0.8789, loss_cls: 1.1125, loss: 1.1125, grad_norm: 8.9926 2020-08-02 00:13:54,188 - mmaction - INFO - Epoch [93][1580/3757] lr: 1.000e-04, eta: 15:26:20, time: 1.971, data_time: 0.020, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8688, loss_cls: 1.2373, loss: 1.2373, grad_norm: 9.3222 2020-08-02 00:14:33,903 - mmaction - INFO - Epoch [93][1600/3757] lr: 1.000e-04, eta: 15:25:41, time: 1.979, data_time: 0.007, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8891, loss_cls: 1.1553, loss: 1.1553, grad_norm: 9.5541 2020-08-02 00:15:14,957 - mmaction - INFO - Epoch [93][1620/3757] lr: 1.000e-04, eta: 15:25:02, time: 2.053, data_time: 0.036, memory: 5170, top1_acc: 0.7336, top5_acc: 0.9031, loss_cls: 1.0940, loss: 1.0940, grad_norm: 9.0518 2020-08-02 00:15:57,770 - mmaction - INFO - Epoch [93][1640/3757] lr: 1.000e-04, eta: 15:24:23, time: 2.143, data_time: 0.036, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8914, loss_cls: 1.1730, loss: 1.1730, grad_norm: 9.3697 2020-08-02 00:16:32,371 - mmaction - INFO - Epoch [93][1660/3757] lr: 1.000e-04, eta: 15:23:44, time: 1.728, data_time: 0.009, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8891, loss_cls: 1.1430, loss: 1.1430, grad_norm: 9.5102 2020-08-02 00:17:08,307 - mmaction - INFO - Epoch [93][1680/3757] lr: 1.000e-04, eta: 15:23:04, time: 1.801, data_time: 0.010, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8844, loss_cls: 1.1847, loss: 1.1847, grad_norm: 9.3847 2020-08-02 00:17:47,566 - mmaction - INFO - Epoch [93][1700/3757] lr: 1.000e-04, eta: 15:22:25, time: 1.964, data_time: 0.015, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8758, loss_cls: 1.2553, loss: 1.2553, grad_norm: 9.5877 2020-08-02 00:18:28,578 - mmaction - INFO - Epoch [93][1720/3757] lr: 1.000e-04, eta: 15:21:46, time: 2.042, data_time: 0.105, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8797, loss_cls: 1.1682, loss: 1.1682, grad_norm: 9.5337 2020-08-02 00:19:05,371 - mmaction - INFO - Epoch [93][1740/3757] lr: 1.000e-04, eta: 15:21:07, time: 1.847, data_time: 0.479, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8992, loss_cls: 1.0706, loss: 1.0706, grad_norm: 8.6520 2020-08-02 00:19:45,298 - mmaction - INFO - Epoch [93][1760/3757] lr: 1.000e-04, eta: 15:20:28, time: 1.990, data_time: 1.411, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8898, loss_cls: 1.1411, loss: 1.1411, grad_norm: 9.4389 2020-08-02 00:20:21,917 - mmaction - INFO - Epoch [93][1780/3757] lr: 1.000e-04, eta: 15:19:49, time: 1.839, data_time: 1.249, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8672, loss_cls: 1.2550, loss: 1.2550, grad_norm: 9.7716 2020-08-02 00:21:05,971 - mmaction - INFO - Epoch [93][1800/3757] lr: 1.000e-04, eta: 15:19:10, time: 2.202, data_time: 0.307, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8805, loss_cls: 1.1858, loss: 1.1858, grad_norm: 9.2652 2020-08-02 00:21:42,922 - mmaction - INFO - Epoch [93][1820/3757] lr: 1.000e-04, eta: 15:18:31, time: 1.848, data_time: 0.003, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8742, loss_cls: 1.1760, loss: 1.1760, grad_norm: 8.9329 2020-08-02 00:22:22,607 - mmaction - INFO - Epoch [93][1840/3757] lr: 1.000e-04, eta: 15:17:52, time: 1.976, data_time: 0.007, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8828, loss_cls: 1.2575, loss: 1.2575, grad_norm: 9.5811 2020-08-02 00:23:03,063 - mmaction - INFO - Epoch [93][1860/3757] lr: 1.000e-04, eta: 15:17:13, time: 2.031, data_time: 0.010, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8812, loss_cls: 1.1900, loss: 1.1900, grad_norm: 9.1011 2020-08-02 00:23:40,620 - mmaction - INFO - Epoch [93][1880/3757] lr: 1.000e-04, eta: 15:16:34, time: 1.867, data_time: 0.007, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8891, loss_cls: 1.1873, loss: 1.1873, grad_norm: 9.2006 2020-08-02 00:24:20,462 - mmaction - INFO - Epoch [93][1900/3757] lr: 1.000e-04, eta: 15:15:55, time: 1.993, data_time: 0.013, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8773, loss_cls: 1.1991, loss: 1.1991, grad_norm: 9.3210 2020-08-02 00:24:56,582 - mmaction - INFO - Epoch [93][1920/3757] lr: 1.000e-04, eta: 15:15:16, time: 1.816, data_time: 0.012, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8750, loss_cls: 1.2258, loss: 1.2258, grad_norm: 9.6241 2020-08-02 00:25:32,966 - mmaction - INFO - Epoch [93][1940/3757] lr: 1.000e-04, eta: 15:14:37, time: 1.819, data_time: 0.756, memory: 5170, top1_acc: 0.7320, top5_acc: 0.8883, loss_cls: 1.1149, loss: 1.1149, grad_norm: 8.9451 2020-08-02 00:26:12,850 - mmaction - INFO - Epoch [93][1960/3757] lr: 1.000e-04, eta: 15:13:58, time: 1.986, data_time: 1.292, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8812, loss_cls: 1.1533, loss: 1.1533, grad_norm: 9.4006 2020-08-02 00:26:49,952 - mmaction - INFO - Epoch [93][1980/3757] lr: 1.000e-04, eta: 15:13:18, time: 1.863, data_time: 1.277, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8781, loss_cls: 1.2350, loss: 1.2350, grad_norm: 9.6311 2020-08-02 00:27:29,071 - mmaction - INFO - Epoch [93][2000/3757] lr: 1.000e-04, eta: 15:12:39, time: 1.953, data_time: 0.608, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8867, loss_cls: 1.1762, loss: 1.1762, grad_norm: 9.7652 2020-08-02 00:28:09,945 - mmaction - INFO - Epoch [93][2020/3757] lr: 1.000e-04, eta: 15:12:01, time: 2.046, data_time: 0.315, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8867, loss_cls: 1.1331, loss: 1.1331, grad_norm: 9.2221 2020-08-02 00:28:50,562 - mmaction - INFO - Epoch [93][2040/3757] lr: 1.000e-04, eta: 15:11:22, time: 2.032, data_time: 0.244, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8859, loss_cls: 1.1931, loss: 1.1931, grad_norm: 9.3906 2020-08-02 00:29:27,900 - mmaction - INFO - Epoch [93][2060/3757] lr: 1.000e-04, eta: 15:10:42, time: 1.867, data_time: 0.007, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8766, loss_cls: 1.2325, loss: 1.2325, grad_norm: 9.5317 2020-08-02 00:30:07,134 - mmaction - INFO - Epoch [93][2080/3757] lr: 1.000e-04, eta: 15:10:03, time: 1.961, data_time: 0.004, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8602, loss_cls: 1.2440, loss: 1.2440, grad_norm: 9.2017 2020-08-02 00:30:44,585 - mmaction - INFO - Epoch [93][2100/3757] lr: 1.000e-04, eta: 15:09:24, time: 1.873, data_time: 0.309, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8695, loss_cls: 1.2404, loss: 1.2404, grad_norm: 9.2938 2020-08-02 00:31:24,596 - mmaction - INFO - Epoch [93][2120/3757] lr: 1.000e-04, eta: 15:08:45, time: 1.996, data_time: 0.401, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8711, loss_cls: 1.2145, loss: 1.2145, grad_norm: 9.3130 2020-08-02 00:32:03,099 - mmaction - INFO - Epoch [93][2140/3757] lr: 1.000e-04, eta: 15:08:06, time: 1.931, data_time: 0.008, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8836, loss_cls: 1.1717, loss: 1.1717, grad_norm: 9.2093 2020-08-02 00:32:43,669 - mmaction - INFO - Epoch [93][2160/3757] lr: 1.000e-04, eta: 15:07:27, time: 2.019, data_time: 0.095, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8898, loss_cls: 1.1770, loss: 1.1770, grad_norm: 9.3967 2020-08-02 00:33:19,857 - mmaction - INFO - Epoch [93][2180/3757] lr: 1.000e-04, eta: 15:06:48, time: 1.819, data_time: 0.012, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8945, loss_cls: 1.1513, loss: 1.1513, grad_norm: 9.3132 2020-08-02 00:34:01,283 - mmaction - INFO - Epoch [93][2200/3757] lr: 1.000e-04, eta: 15:06:09, time: 2.064, data_time: 0.008, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8945, loss_cls: 1.1390, loss: 1.1390, grad_norm: 9.4478 2020-08-02 00:34:39,181 - mmaction - INFO - Epoch [93][2220/3757] lr: 1.000e-04, eta: 15:05:30, time: 1.902, data_time: 0.011, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8859, loss_cls: 1.1552, loss: 1.1552, grad_norm: 9.1701 2020-08-02 00:35:18,197 - mmaction - INFO - Epoch [93][2240/3757] lr: 1.000e-04, eta: 15:04:51, time: 1.948, data_time: 0.008, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8812, loss_cls: 1.1958, loss: 1.1958, grad_norm: 9.4588 2020-08-02 00:35:57,104 - mmaction - INFO - Epoch [93][2260/3757] lr: 1.000e-04, eta: 15:04:12, time: 1.949, data_time: 0.009, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8891, loss_cls: 1.1563, loss: 1.1563, grad_norm: 9.4050 2020-08-02 00:36:40,177 - mmaction - INFO - Epoch [93][2280/3757] lr: 1.000e-04, eta: 15:03:33, time: 2.151, data_time: 0.065, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8789, loss_cls: 1.2168, loss: 1.2168, grad_norm: 9.5378 2020-08-02 00:37:14,088 - mmaction - INFO - Epoch [93][2300/3757] lr: 1.000e-04, eta: 15:02:54, time: 1.698, data_time: 0.102, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8734, loss_cls: 1.2041, loss: 1.2041, grad_norm: 9.2119 2020-08-02 00:37:55,725 - mmaction - INFO - Epoch [93][2320/3757] lr: 1.000e-04, eta: 15:02:15, time: 2.082, data_time: 0.637, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8875, loss_cls: 1.1522, loss: 1.1522, grad_norm: 9.2171 2020-08-02 00:38:37,043 - mmaction - INFO - Epoch [93][2340/3757] lr: 1.000e-04, eta: 15:01:36, time: 2.065, data_time: 0.982, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8680, loss_cls: 1.2686, loss: 1.2686, grad_norm: 9.5421 2020-08-02 00:39:12,026 - mmaction - INFO - Epoch [93][2360/3757] lr: 1.000e-04, eta: 15:00:57, time: 1.746, data_time: 0.028, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8930, loss_cls: 1.1480, loss: 1.1480, grad_norm: 9.3392 2020-08-02 00:39:51,151 - mmaction - INFO - Epoch [93][2380/3757] lr: 1.000e-04, eta: 15:00:18, time: 1.959, data_time: 0.101, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8859, loss_cls: 1.1772, loss: 1.1772, grad_norm: 9.4455 2020-08-02 00:40:29,665 - mmaction - INFO - Epoch [93][2400/3757] lr: 1.000e-04, eta: 14:59:39, time: 1.918, data_time: 0.015, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8703, loss_cls: 1.2342, loss: 1.2342, grad_norm: 9.4870 2020-08-02 00:41:08,454 - mmaction - INFO - Epoch [93][2420/3757] lr: 1.000e-04, eta: 14:59:00, time: 1.948, data_time: 0.050, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8633, loss_cls: 1.2999, loss: 1.2999, grad_norm: 9.6896 2020-08-02 00:41:49,808 - mmaction - INFO - Epoch [93][2440/3757] lr: 1.000e-04, eta: 14:58:21, time: 2.068, data_time: 0.150, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8906, loss_cls: 1.1506, loss: 1.1506, grad_norm: 9.3719 2020-08-02 00:42:29,498 - mmaction - INFO - Epoch [93][2460/3757] lr: 1.000e-04, eta: 14:57:42, time: 1.978, data_time: 0.246, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8680, loss_cls: 1.2717, loss: 1.2717, grad_norm: 9.5637 2020-08-02 00:43:09,263 - mmaction - INFO - Epoch [93][2480/3757] lr: 1.000e-04, eta: 14:57:03, time: 1.988, data_time: 0.009, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8742, loss_cls: 1.2017, loss: 1.2017, grad_norm: 9.2226 2020-08-02 00:43:51,007 - mmaction - INFO - Epoch [93][2500/3757] lr: 1.000e-04, eta: 14:56:24, time: 2.092, data_time: 0.008, memory: 5170, top1_acc: 0.7375, top5_acc: 0.8844, loss_cls: 1.0710, loss: 1.0710, grad_norm: 8.7298 2020-08-02 00:44:29,419 - mmaction - INFO - Epoch [93][2520/3757] lr: 1.000e-04, eta: 14:55:45, time: 1.919, data_time: 0.006, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8898, loss_cls: 1.1432, loss: 1.1432, grad_norm: 9.4410 2020-08-02 00:45:08,125 - mmaction - INFO - Epoch [93][2540/3757] lr: 1.000e-04, eta: 14:55:06, time: 1.935, data_time: 0.005, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8859, loss_cls: 1.1742, loss: 1.1742, grad_norm: 9.2363 2020-08-02 00:45:43,775 - mmaction - INFO - Epoch [93][2560/3757] lr: 1.000e-04, eta: 14:54:27, time: 1.781, data_time: 0.140, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8688, loss_cls: 1.2670, loss: 1.2670, grad_norm: 9.4393 2020-08-02 00:46:28,031 - mmaction - INFO - Epoch [93][2580/3757] lr: 1.000e-04, eta: 14:53:48, time: 2.212, data_time: 0.014, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8906, loss_cls: 1.2096, loss: 1.2096, grad_norm: 9.3649 2020-08-02 00:47:08,370 - mmaction - INFO - Epoch [93][2600/3757] lr: 1.000e-04, eta: 14:53:09, time: 2.017, data_time: 0.015, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8734, loss_cls: 1.2152, loss: 1.2152, grad_norm: 9.5258 2020-08-02 00:47:47,326 - mmaction - INFO - Epoch [93][2620/3757] lr: 1.000e-04, eta: 14:52:30, time: 1.950, data_time: 0.009, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8812, loss_cls: 1.1585, loss: 1.1585, grad_norm: 9.3446 2020-08-02 00:48:23,773 - mmaction - INFO - Epoch [93][2640/3757] lr: 1.000e-04, eta: 14:51:51, time: 1.819, data_time: 0.011, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8953, loss_cls: 1.1273, loss: 1.1273, grad_norm: 9.1762 2020-08-02 00:49:02,248 - mmaction - INFO - Epoch [93][2660/3757] lr: 1.000e-04, eta: 14:51:12, time: 1.927, data_time: 0.197, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8875, loss_cls: 1.1173, loss: 1.1173, grad_norm: 9.1282 2020-08-02 00:49:40,102 - mmaction - INFO - Epoch [93][2680/3757] lr: 1.000e-04, eta: 14:50:33, time: 1.895, data_time: 0.009, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8922, loss_cls: 1.1212, loss: 1.1212, grad_norm: 9.1496 2020-08-02 00:50:24,143 - mmaction - INFO - Epoch [93][2700/3757] lr: 1.000e-04, eta: 14:49:54, time: 2.193, data_time: 0.003, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8969, loss_cls: 1.1293, loss: 1.1293, grad_norm: 9.3399 2020-08-02 00:51:00,835 - mmaction - INFO - Epoch [93][2720/3757] lr: 1.000e-04, eta: 14:49:15, time: 1.843, data_time: 0.011, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8859, loss_cls: 1.1347, loss: 1.1347, grad_norm: 9.0575 2020-08-02 00:51:40,583 - mmaction - INFO - Epoch [93][2740/3757] lr: 1.000e-04, eta: 14:48:36, time: 1.987, data_time: 0.007, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8867, loss_cls: 1.1881, loss: 1.1881, grad_norm: 9.5431 2020-08-02 00:52:19,060 - mmaction - INFO - Epoch [93][2760/3757] lr: 1.000e-04, eta: 14:47:57, time: 1.924, data_time: 0.003, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8844, loss_cls: 1.1285, loss: 1.1285, grad_norm: 9.1072 2020-08-02 00:52:57,420 - mmaction - INFO - Epoch [93][2780/3757] lr: 1.000e-04, eta: 14:47:18, time: 1.914, data_time: 0.199, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8875, loss_cls: 1.1635, loss: 1.1635, grad_norm: 9.3670 2020-08-02 00:53:34,912 - mmaction - INFO - Epoch [93][2800/3757] lr: 1.000e-04, eta: 14:46:38, time: 1.877, data_time: 0.110, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8781, loss_cls: 1.2192, loss: 1.2192, grad_norm: 9.4132 2020-08-02 00:54:16,305 - mmaction - INFO - Epoch [93][2820/3757] lr: 1.000e-04, eta: 14:45:59, time: 2.061, data_time: 1.302, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8820, loss_cls: 1.1873, loss: 1.1873, grad_norm: 9.1918 2020-08-02 00:54:55,227 - mmaction - INFO - Epoch [93][2840/3757] lr: 1.000e-04, eta: 14:45:20, time: 1.955, data_time: 0.523, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8750, loss_cls: 1.2178, loss: 1.2178, grad_norm: 9.4161 2020-08-02 00:55:38,130 - mmaction - INFO - Epoch [93][2860/3757] lr: 1.000e-04, eta: 14:44:42, time: 2.140, data_time: 0.632, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8852, loss_cls: 1.1302, loss: 1.1302, grad_norm: 9.0100 2020-08-02 00:56:13,631 - mmaction - INFO - Epoch [93][2880/3757] lr: 1.000e-04, eta: 14:44:02, time: 1.780, data_time: 0.342, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8867, loss_cls: 1.1446, loss: 1.1446, grad_norm: 9.0855 2020-08-02 00:56:55,670 - mmaction - INFO - Epoch [93][2900/3757] lr: 1.000e-04, eta: 14:43:24, time: 2.095, data_time: 0.498, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8906, loss_cls: 1.1162, loss: 1.1162, grad_norm: 9.0922 2020-08-02 00:57:32,660 - mmaction - INFO - Epoch [93][2920/3757] lr: 1.000e-04, eta: 14:42:44, time: 1.854, data_time: 0.010, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8805, loss_cls: 1.1756, loss: 1.1756, grad_norm: 9.1990 2020-08-02 00:58:12,167 - mmaction - INFO - Epoch [93][2940/3757] lr: 1.000e-04, eta: 14:42:05, time: 1.971, data_time: 0.620, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8703, loss_cls: 1.2603, loss: 1.2603, grad_norm: 9.4104 2020-08-02 00:58:51,432 - mmaction - INFO - Epoch [93][2960/3757] lr: 1.000e-04, eta: 14:41:26, time: 1.966, data_time: 0.624, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8875, loss_cls: 1.1952, loss: 1.1952, grad_norm: 9.4954 2020-08-02 00:59:29,057 - mmaction - INFO - Epoch [93][2980/3757] lr: 1.000e-04, eta: 14:40:47, time: 1.878, data_time: 0.920, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8766, loss_cls: 1.2610, loss: 1.2610, grad_norm: 9.9255 2020-08-02 01:00:14,800 - mmaction - INFO - Epoch [93][3000/3757] lr: 1.000e-04, eta: 14:40:09, time: 2.278, data_time: 1.015, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8680, loss_cls: 1.2489, loss: 1.2489, grad_norm: 9.3782 2020-08-02 01:00:49,564 - mmaction - INFO - Epoch [93][3020/3757] lr: 1.000e-04, eta: 14:39:29, time: 1.753, data_time: 0.372, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8570, loss_cls: 1.2692, loss: 1.2692, grad_norm: 9.2206 2020-08-02 01:01:29,340 - mmaction - INFO - Epoch [93][3040/3757] lr: 1.000e-04, eta: 14:38:50, time: 1.984, data_time: 0.029, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8633, loss_cls: 1.2550, loss: 1.2550, grad_norm: 9.5761 2020-08-02 01:02:06,816 - mmaction - INFO - Epoch [93][3060/3757] lr: 1.000e-04, eta: 14:38:11, time: 1.875, data_time: 0.009, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8797, loss_cls: 1.1839, loss: 1.1839, grad_norm: 9.1982 2020-08-02 01:02:45,514 - mmaction - INFO - Epoch [93][3080/3757] lr: 1.000e-04, eta: 14:37:32, time: 1.932, data_time: 0.674, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8727, loss_cls: 1.2143, loss: 1.2143, grad_norm: 9.3978 2020-08-02 01:03:25,347 - mmaction - INFO - Epoch [93][3100/3757] lr: 1.000e-04, eta: 14:36:53, time: 1.999, data_time: 0.914, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8836, loss_cls: 1.2106, loss: 1.2106, grad_norm: 9.5637 2020-08-02 01:04:00,982 - mmaction - INFO - Epoch [93][3120/3757] lr: 1.000e-04, eta: 14:36:14, time: 1.781, data_time: 0.767, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8844, loss_cls: 1.1330, loss: 1.1330, grad_norm: 9.0162 2020-08-02 01:04:42,686 - mmaction - INFO - Epoch [93][3140/3757] lr: 1.000e-04, eta: 14:35:35, time: 2.076, data_time: 0.338, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8852, loss_cls: 1.1339, loss: 1.1339, grad_norm: 9.0049 2020-08-02 01:05:25,523 - mmaction - INFO - Epoch [93][3160/3757] lr: 1.000e-04, eta: 14:34:56, time: 2.123, data_time: 0.014, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8828, loss_cls: 1.1526, loss: 1.1526, grad_norm: 9.2179 2020-08-02 01:06:03,008 - mmaction - INFO - Epoch [93][3180/3757] lr: 1.000e-04, eta: 14:34:17, time: 1.901, data_time: 0.037, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8766, loss_cls: 1.2215, loss: 1.2215, grad_norm: 9.5946 2020-08-02 01:06:40,615 - mmaction - INFO - Epoch [93][3200/3757] lr: 1.000e-04, eta: 14:33:38, time: 1.875, data_time: 0.009, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8781, loss_cls: 1.1414, loss: 1.1414, grad_norm: 9.3710 2020-08-02 01:07:21,479 - mmaction - INFO - Epoch [93][3220/3757] lr: 1.000e-04, eta: 14:32:59, time: 2.051, data_time: 0.011, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8922, loss_cls: 1.1468, loss: 1.1468, grad_norm: 9.1202 2020-08-02 01:07:55,869 - mmaction - INFO - Epoch [93][3240/3757] lr: 1.000e-04, eta: 14:32:20, time: 1.719, data_time: 0.011, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8648, loss_cls: 1.2805, loss: 1.2805, grad_norm: 9.7673 2020-08-02 01:08:37,295 - mmaction - INFO - Epoch [93][3260/3757] lr: 1.000e-04, eta: 14:31:41, time: 2.072, data_time: 0.005, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.2140, loss: 1.2140, grad_norm: 9.4842 2020-08-02 01:09:15,919 - mmaction - INFO - Epoch [93][3280/3757] lr: 1.000e-04, eta: 14:31:02, time: 1.922, data_time: 0.010, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8750, loss_cls: 1.2239, loss: 1.2239, grad_norm: 9.4842 2020-08-02 01:09:53,310 - mmaction - INFO - Epoch [93][3300/3757] lr: 1.000e-04, eta: 14:30:23, time: 1.879, data_time: 0.013, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8656, loss_cls: 1.2590, loss: 1.2590, grad_norm: 9.5578 2020-08-02 01:10:31,313 - mmaction - INFO - Epoch [93][3320/3757] lr: 1.000e-04, eta: 14:29:44, time: 1.895, data_time: 0.009, memory: 5170, top1_acc: 0.7477, top5_acc: 0.8969, loss_cls: 1.0414, loss: 1.0414, grad_norm: 8.7130 2020-08-02 01:11:11,444 - mmaction - INFO - Epoch [93][3340/3757] lr: 1.000e-04, eta: 14:29:05, time: 2.011, data_time: 0.010, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8875, loss_cls: 1.1342, loss: 1.1342, grad_norm: 9.3581 2020-08-02 01:11:49,516 - mmaction - INFO - Epoch [93][3360/3757] lr: 1.000e-04, eta: 14:28:25, time: 1.904, data_time: 0.009, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8867, loss_cls: 1.1493, loss: 1.1493, grad_norm: 9.3832 2020-08-02 01:12:28,176 - mmaction - INFO - Epoch [93][3380/3757] lr: 1.000e-04, eta: 14:27:46, time: 1.933, data_time: 0.111, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8984, loss_cls: 1.1625, loss: 1.1625, grad_norm: 9.6191 2020-08-02 01:13:09,456 - mmaction - INFO - Epoch [93][3400/3757] lr: 1.000e-04, eta: 14:27:08, time: 2.058, data_time: 0.011, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8773, loss_cls: 1.2079, loss: 1.2079, grad_norm: 9.4757 2020-08-02 01:13:46,088 - mmaction - INFO - Epoch [93][3420/3757] lr: 1.000e-04, eta: 14:26:28, time: 1.837, data_time: 0.009, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8898, loss_cls: 1.2061, loss: 1.2061, grad_norm: 9.6313 2020-08-02 01:14:27,513 - mmaction - INFO - Epoch [93][3440/3757] lr: 1.000e-04, eta: 14:25:49, time: 2.067, data_time: 0.010, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8930, loss_cls: 1.1743, loss: 1.1743, grad_norm: 9.7143 2020-08-02 01:15:07,354 - mmaction - INFO - Epoch [93][3460/3757] lr: 1.000e-04, eta: 14:25:10, time: 1.996, data_time: 0.010, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8828, loss_cls: 1.1904, loss: 1.1904, grad_norm: 9.2994 2020-08-02 01:15:44,121 - mmaction - INFO - Epoch [93][3480/3757] lr: 1.000e-04, eta: 14:24:31, time: 1.840, data_time: 0.003, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8828, loss_cls: 1.1938, loss: 1.1938, grad_norm: 9.0867 2020-08-02 01:16:23,640 - mmaction - INFO - Epoch [93][3500/3757] lr: 1.000e-04, eta: 14:23:52, time: 1.973, data_time: 0.008, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8742, loss_cls: 1.2489, loss: 1.2489, grad_norm: 9.4477 2020-08-02 01:17:03,508 - mmaction - INFO - Epoch [93][3520/3757] lr: 1.000e-04, eta: 14:23:13, time: 1.989, data_time: 0.069, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8688, loss_cls: 1.2296, loss: 1.2296, grad_norm: 9.2161 2020-08-02 01:17:43,594 - mmaction - INFO - Epoch [93][3540/3757] lr: 1.000e-04, eta: 14:22:34, time: 2.010, data_time: 0.012, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8797, loss_cls: 1.1594, loss: 1.1594, grad_norm: 9.1369 2020-08-02 01:18:22,539 - mmaction - INFO - Epoch [93][3560/3757] lr: 1.000e-04, eta: 14:21:55, time: 1.940, data_time: 0.009, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8734, loss_cls: 1.2388, loss: 1.2388, grad_norm: 9.3143 2020-08-02 01:18:59,004 - mmaction - INFO - Epoch [93][3580/3757] lr: 1.000e-04, eta: 14:21:16, time: 1.822, data_time: 0.011, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8875, loss_cls: 1.1309, loss: 1.1309, grad_norm: 9.2003 2020-08-02 01:19:40,709 - mmaction - INFO - Epoch [93][3600/3757] lr: 1.000e-04, eta: 14:20:37, time: 2.093, data_time: 0.044, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8766, loss_cls: 1.1956, loss: 1.1956, grad_norm: 9.5602 2020-08-02 01:20:17,903 - mmaction - INFO - Epoch [93][3620/3757] lr: 1.000e-04, eta: 14:19:58, time: 1.853, data_time: 0.010, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8891, loss_cls: 1.1813, loss: 1.1813, grad_norm: 9.4392 2020-08-02 01:20:56,261 - mmaction - INFO - Epoch [93][3640/3757] lr: 1.000e-04, eta: 14:19:19, time: 1.924, data_time: 0.020, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8828, loss_cls: 1.1665, loss: 1.1665, grad_norm: 9.1410 2020-08-02 01:21:35,490 - mmaction - INFO - Epoch [93][3660/3757] lr: 1.000e-04, eta: 14:18:40, time: 1.963, data_time: 0.016, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8945, loss_cls: 1.1716, loss: 1.1716, grad_norm: 9.1306 2020-08-02 01:22:13,580 - mmaction - INFO - Epoch [93][3680/3757] lr: 1.000e-04, eta: 14:18:01, time: 1.904, data_time: 0.009, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8805, loss_cls: 1.1980, loss: 1.1980, grad_norm: 9.3027 2020-08-02 01:22:51,865 - mmaction - INFO - Epoch [93][3700/3757] lr: 1.000e-04, eta: 14:17:22, time: 1.917, data_time: 0.005, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8844, loss_cls: 1.1515, loss: 1.1515, grad_norm: 9.1855 2020-08-02 01:23:31,127 - mmaction - INFO - Epoch [93][3720/3757] lr: 1.000e-04, eta: 14:16:43, time: 1.962, data_time: 0.002, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8766, loss_cls: 1.1973, loss: 1.1973, grad_norm: 9.3584 2020-08-02 01:24:12,798 - mmaction - INFO - Epoch [93][3740/3757] lr: 1.000e-04, eta: 14:16:04, time: 2.080, data_time: 0.008, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8820, loss_cls: 1.1818, loss: 1.1818, grad_norm: 9.2489 2020-08-02 01:24:35,100 - mmaction - INFO - Saving checkpoint at 93 epochs 2020-08-02 01:25:30,170 - mmaction - INFO - Epoch [94][20/3757] lr: 1.000e-04, eta: 14:14:50, time: 2.685, data_time: 1.534, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8773, loss_cls: 1.2128, loss: 1.2128, grad_norm: 9.5148 2020-08-02 01:26:09,464 - mmaction - INFO - Epoch [94][40/3757] lr: 1.000e-04, eta: 14:14:11, time: 1.971, data_time: 0.393, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8914, loss_cls: 1.1847, loss: 1.1847, grad_norm: 9.3492 2020-08-02 01:26:52,605 - mmaction - INFO - Epoch [94][60/3757] lr: 1.000e-04, eta: 14:13:33, time: 2.149, data_time: 0.375, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8906, loss_cls: 1.1333, loss: 1.1333, grad_norm: 9.4540 2020-08-02 01:27:29,667 - mmaction - INFO - Epoch [94][80/3757] lr: 1.000e-04, eta: 14:12:53, time: 1.861, data_time: 0.059, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8789, loss_cls: 1.2079, loss: 1.2079, grad_norm: 9.3442 2020-08-02 01:28:07,457 - mmaction - INFO - Epoch [94][100/3757] lr: 1.000e-04, eta: 14:12:14, time: 1.886, data_time: 0.008, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8648, loss_cls: 1.2434, loss: 1.2434, grad_norm: 9.4850 2020-08-02 01:28:48,710 - mmaction - INFO - Epoch [94][120/3757] lr: 1.000e-04, eta: 14:11:35, time: 2.065, data_time: 0.009, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8781, loss_cls: 1.1553, loss: 1.1553, grad_norm: 9.2639 2020-08-02 01:29:29,677 - mmaction - INFO - Epoch [94][140/3757] lr: 1.000e-04, eta: 14:10:56, time: 2.046, data_time: 0.026, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8867, loss_cls: 1.1574, loss: 1.1574, grad_norm: 9.0652 2020-08-02 01:30:06,326 - mmaction - INFO - Epoch [94][160/3757] lr: 1.000e-04, eta: 14:10:17, time: 1.835, data_time: 0.010, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8797, loss_cls: 1.1746, loss: 1.1746, grad_norm: 9.0663 2020-08-02 01:30:50,369 - mmaction - INFO - Epoch [94][180/3757] lr: 1.000e-04, eta: 14:09:39, time: 2.204, data_time: 0.006, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8922, loss_cls: 1.1466, loss: 1.1466, grad_norm: 9.1070 2020-08-02 01:31:27,873 - mmaction - INFO - Epoch [94][200/3757] lr: 1.000e-04, eta: 14:08:59, time: 1.870, data_time: 0.007, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8883, loss_cls: 1.1502, loss: 1.1502, grad_norm: 9.4463 2020-08-02 01:32:04,766 - mmaction - INFO - Epoch [94][220/3757] lr: 1.000e-04, eta: 14:08:20, time: 1.840, data_time: 0.008, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8930, loss_cls: 1.1690, loss: 1.1690, grad_norm: 9.4180 2020-08-02 01:32:44,035 - mmaction - INFO - Epoch [94][240/3757] lr: 1.000e-04, eta: 14:07:41, time: 1.972, data_time: 0.012, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8906, loss_cls: 1.1366, loss: 1.1366, grad_norm: 9.0351 2020-08-02 01:33:23,639 - mmaction - INFO - Epoch [94][260/3757] lr: 1.000e-04, eta: 14:07:02, time: 1.979, data_time: 0.009, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8836, loss_cls: 1.1787, loss: 1.1787, grad_norm: 9.3216 2020-08-02 01:33:59,176 - mmaction - INFO - Epoch [94][280/3757] lr: 1.000e-04, eta: 14:06:23, time: 1.779, data_time: 0.121, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8977, loss_cls: 1.0803, loss: 1.0803, grad_norm: 8.7018 2020-08-02 01:34:39,125 - mmaction - INFO - Epoch [94][300/3757] lr: 1.000e-04, eta: 14:05:44, time: 1.991, data_time: 0.082, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8773, loss_cls: 1.1945, loss: 1.1945, grad_norm: 9.2768 2020-08-02 01:35:19,398 - mmaction - INFO - Epoch [94][320/3757] lr: 1.000e-04, eta: 14:05:05, time: 2.013, data_time: 0.010, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8836, loss_cls: 1.2248, loss: 1.2248, grad_norm: 9.5127 2020-08-02 01:35:59,516 - mmaction - INFO - Epoch [94][340/3757] lr: 1.000e-04, eta: 14:04:26, time: 2.014, data_time: 0.011, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8805, loss_cls: 1.2189, loss: 1.2189, grad_norm: 9.4686 2020-08-02 01:36:38,502 - mmaction - INFO - Epoch [94][360/3757] lr: 1.000e-04, eta: 14:03:47, time: 1.943, data_time: 0.007, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8820, loss_cls: 1.1744, loss: 1.1744, grad_norm: 9.0835 2020-08-02 01:37:12,565 - mmaction - INFO - Epoch [94][380/3757] lr: 1.000e-04, eta: 14:03:08, time: 1.709, data_time: 0.014, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8773, loss_cls: 1.1601, loss: 1.1601, grad_norm: 9.3011 2020-08-02 01:37:51,194 - mmaction - INFO - Epoch [94][400/3757] lr: 1.000e-04, eta: 14:02:29, time: 1.925, data_time: 0.482, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8898, loss_cls: 1.1576, loss: 1.1576, grad_norm: 9.3679 2020-08-02 01:38:31,407 - mmaction - INFO - Epoch [94][420/3757] lr: 1.000e-04, eta: 14:01:50, time: 2.017, data_time: 0.010, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8875, loss_cls: 1.1952, loss: 1.1952, grad_norm: 9.5477 2020-08-02 01:39:11,225 - mmaction - INFO - Epoch [94][440/3757] lr: 1.000e-04, eta: 14:01:11, time: 1.986, data_time: 0.009, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8758, loss_cls: 1.2158, loss: 1.2158, grad_norm: 9.2124 2020-08-02 01:39:52,164 - mmaction - INFO - Epoch [94][460/3757] lr: 1.000e-04, eta: 14:00:32, time: 2.052, data_time: 0.008, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8719, loss_cls: 1.1735, loss: 1.1735, grad_norm: 9.1301 2020-08-02 01:40:25,607 - mmaction - INFO - Epoch [94][480/3757] lr: 1.000e-04, eta: 13:59:52, time: 1.668, data_time: 0.018, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8820, loss_cls: 1.1781, loss: 1.1781, grad_norm: 9.4117 2020-08-02 01:41:05,544 - mmaction - INFO - Epoch [94][500/3757] lr: 1.000e-04, eta: 13:59:13, time: 2.001, data_time: 0.225, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8719, loss_cls: 1.2367, loss: 1.2367, grad_norm: 9.3790 2020-08-02 01:41:48,323 - mmaction - INFO - Epoch [94][520/3757] lr: 1.000e-04, eta: 13:58:35, time: 2.131, data_time: 0.488, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8844, loss_cls: 1.1756, loss: 1.1756, grad_norm: 9.3626 2020-08-02 01:42:25,637 - mmaction - INFO - Epoch [94][540/3757] lr: 1.000e-04, eta: 13:57:55, time: 1.874, data_time: 0.028, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8930, loss_cls: 1.1489, loss: 1.1489, grad_norm: 9.2528 2020-08-02 01:43:05,361 - mmaction - INFO - Epoch [94][560/3757] lr: 1.000e-04, eta: 13:57:16, time: 1.980, data_time: 0.031, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8703, loss_cls: 1.2825, loss: 1.2825, grad_norm: 9.6986 2020-08-02 01:43:42,952 - mmaction - INFO - Epoch [94][580/3757] lr: 1.000e-04, eta: 13:56:37, time: 1.886, data_time: 0.032, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8820, loss_cls: 1.2208, loss: 1.2208, grad_norm: 9.7506 2020-08-02 01:44:23,638 - mmaction - INFO - Epoch [94][600/3757] lr: 1.000e-04, eta: 13:55:58, time: 2.033, data_time: 0.110, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8797, loss_cls: 1.1968, loss: 1.1968, grad_norm: 9.4500 2020-08-02 01:45:01,431 - mmaction - INFO - Epoch [94][620/3757] lr: 1.000e-04, eta: 13:55:19, time: 1.889, data_time: 0.004, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8836, loss_cls: 1.1821, loss: 1.1821, grad_norm: 9.1165 2020-08-02 01:45:41,163 - mmaction - INFO - Epoch [94][640/3757] lr: 1.000e-04, eta: 13:54:40, time: 1.983, data_time: 0.009, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8938, loss_cls: 1.1541, loss: 1.1541, grad_norm: 9.4607 2020-08-02 01:46:19,762 - mmaction - INFO - Epoch [94][660/3757] lr: 1.000e-04, eta: 13:54:01, time: 1.935, data_time: 0.012, memory: 5170, top1_acc: 0.7414, top5_acc: 0.9016, loss_cls: 1.0893, loss: 1.0893, grad_norm: 8.8127 2020-08-02 01:47:00,269 - mmaction - INFO - Epoch [94][680/3757] lr: 1.000e-04, eta: 13:53:22, time: 2.021, data_time: 0.008, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8750, loss_cls: 1.2062, loss: 1.2062, grad_norm: 9.3933 2020-08-02 01:47:41,310 - mmaction - INFO - Epoch [94][700/3757] lr: 1.000e-04, eta: 13:52:43, time: 2.056, data_time: 0.010, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8766, loss_cls: 1.2299, loss: 1.2299, grad_norm: 9.3457 2020-08-02 01:48:19,878 - mmaction - INFO - Epoch [94][720/3757] lr: 1.000e-04, eta: 13:52:04, time: 1.920, data_time: 0.008, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8883, loss_cls: 1.1567, loss: 1.1567, grad_norm: 9.3378 2020-08-02 01:48:59,402 - mmaction - INFO - Epoch [94][740/3757] lr: 1.000e-04, eta: 13:51:25, time: 1.985, data_time: 0.017, memory: 5170, top1_acc: 0.7352, top5_acc: 0.8914, loss_cls: 1.1149, loss: 1.1149, grad_norm: 9.1464 2020-08-02 01:49:34,097 - mmaction - INFO - Epoch [94][760/3757] lr: 1.000e-04, eta: 13:50:46, time: 1.732, data_time: 0.011, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8625, loss_cls: 1.3209, loss: 1.3209, grad_norm: 9.7358 2020-08-02 01:50:11,796 - mmaction - INFO - Epoch [94][780/3757] lr: 1.000e-04, eta: 13:50:07, time: 1.886, data_time: 0.116, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8672, loss_cls: 1.2461, loss: 1.2461, grad_norm: 9.4282 2020-08-02 01:50:53,656 - mmaction - INFO - Epoch [94][800/3757] lr: 1.000e-04, eta: 13:49:28, time: 2.094, data_time: 0.043, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8812, loss_cls: 1.1649, loss: 1.1649, grad_norm: 9.0742 2020-08-02 01:51:31,445 - mmaction - INFO - Epoch [94][820/3757] lr: 1.000e-04, eta: 13:48:49, time: 1.882, data_time: 0.008, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8836, loss_cls: 1.2043, loss: 1.2043, grad_norm: 9.7111 2020-08-02 01:52:07,555 - mmaction - INFO - Epoch [94][840/3757] lr: 1.000e-04, eta: 13:48:10, time: 1.814, data_time: 0.011, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8750, loss_cls: 1.1481, loss: 1.1481, grad_norm: 9.0376 2020-08-02 01:52:48,022 - mmaction - INFO - Epoch [94][860/3757] lr: 1.000e-04, eta: 13:47:31, time: 2.022, data_time: 0.067, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8914, loss_cls: 1.1999, loss: 1.1999, grad_norm: 9.2335 2020-08-02 01:53:28,055 - mmaction - INFO - Epoch [94][880/3757] lr: 1.000e-04, eta: 13:46:52, time: 2.002, data_time: 0.184, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8805, loss_cls: 1.2156, loss: 1.2156, grad_norm: 9.3073 2020-08-02 01:54:08,089 - mmaction - INFO - Epoch [94][900/3757] lr: 1.000e-04, eta: 13:46:13, time: 2.001, data_time: 0.550, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8812, loss_cls: 1.1774, loss: 1.1774, grad_norm: 9.4833 2020-08-02 01:54:45,755 - mmaction - INFO - Epoch [94][920/3757] lr: 1.000e-04, eta: 13:45:34, time: 1.884, data_time: 0.010, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8891, loss_cls: 1.1263, loss: 1.1263, grad_norm: 9.0396 2020-08-02 01:55:24,355 - mmaction - INFO - Epoch [94][940/3757] lr: 1.000e-04, eta: 13:44:55, time: 1.919, data_time: 0.355, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8781, loss_cls: 1.2125, loss: 1.2125, grad_norm: 9.4291 2020-08-02 01:56:01,493 - mmaction - INFO - Epoch [94][960/3757] lr: 1.000e-04, eta: 13:44:15, time: 1.865, data_time: 0.898, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8969, loss_cls: 1.1025, loss: 1.1025, grad_norm: 9.1935 2020-08-02 01:56:40,562 - mmaction - INFO - Epoch [94][980/3757] lr: 1.000e-04, eta: 13:43:36, time: 1.951, data_time: 0.168, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8789, loss_cls: 1.1577, loss: 1.1577, grad_norm: 9.2906 2020-08-02 01:57:18,438 - mmaction - INFO - Epoch [94][1000/3757] lr: 1.000e-04, eta: 13:42:57, time: 1.897, data_time: 0.015, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8820, loss_cls: 1.1841, loss: 1.1841, grad_norm: 9.2931 2020-08-02 01:57:59,666 - mmaction - INFO - Epoch [94][1020/3757] lr: 1.000e-04, eta: 13:42:18, time: 2.058, data_time: 0.009, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8633, loss_cls: 1.2768, loss: 1.2768, grad_norm: 9.8843 2020-08-02 01:58:34,121 - mmaction - INFO - Epoch [94][1040/3757] lr: 1.000e-04, eta: 13:41:39, time: 1.726, data_time: 0.007, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8633, loss_cls: 1.2339, loss: 1.2339, grad_norm: 9.4350 2020-08-02 01:59:12,134 - mmaction - INFO - Epoch [94][1060/3757] lr: 1.000e-04, eta: 13:41:00, time: 1.894, data_time: 0.383, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8742, loss_cls: 1.1878, loss: 1.1878, grad_norm: 9.0118 2020-08-02 01:59:56,740 - mmaction - INFO - Epoch [94][1080/3757] lr: 1.000e-04, eta: 13:40:21, time: 2.238, data_time: 0.884, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8625, loss_cls: 1.2705, loss: 1.2705, grad_norm: 9.7274 2020-08-02 02:00:33,014 - mmaction - INFO - Epoch [94][1100/3757] lr: 1.000e-04, eta: 13:39:42, time: 1.796, data_time: 0.677, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8750, loss_cls: 1.1696, loss: 1.1696, grad_norm: 9.4772 2020-08-02 02:01:13,927 - mmaction - INFO - Epoch [94][1120/3757] lr: 1.000e-04, eta: 13:39:03, time: 2.062, data_time: 0.136, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8781, loss_cls: 1.1671, loss: 1.1671, grad_norm: 9.3342 2020-08-02 02:01:53,395 - mmaction - INFO - Epoch [94][1140/3757] lr: 1.000e-04, eta: 13:38:24, time: 1.971, data_time: 0.008, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8883, loss_cls: 1.1596, loss: 1.1596, grad_norm: 9.5712 2020-08-02 02:02:35,997 - mmaction - INFO - Epoch [94][1160/3757] lr: 1.000e-04, eta: 13:37:45, time: 2.129, data_time: 0.008, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8828, loss_cls: 1.1640, loss: 1.1640, grad_norm: 9.0414 2020-08-02 02:03:11,621 - mmaction - INFO - Epoch [94][1180/3757] lr: 1.000e-04, eta: 13:37:06, time: 1.785, data_time: 0.007, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8719, loss_cls: 1.2077, loss: 1.2077, grad_norm: 9.4278 2020-08-02 02:03:49,628 - mmaction - INFO - Epoch [94][1200/3757] lr: 1.000e-04, eta: 13:36:27, time: 1.902, data_time: 0.012, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8922, loss_cls: 1.2215, loss: 1.2215, grad_norm: 9.4572 2020-08-02 02:04:28,247 - mmaction - INFO - Epoch [94][1220/3757] lr: 1.000e-04, eta: 13:35:48, time: 1.921, data_time: 0.003, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8859, loss_cls: 1.1546, loss: 1.1546, grad_norm: 9.3385 2020-08-02 02:05:05,670 - mmaction - INFO - Epoch [94][1240/3757] lr: 1.000e-04, eta: 13:35:09, time: 1.879, data_time: 0.013, memory: 5170, top1_acc: 0.7344, top5_acc: 0.8930, loss_cls: 1.0794, loss: 1.0794, grad_norm: 9.0167 2020-08-02 02:05:44,045 - mmaction - INFO - Epoch [94][1260/3757] lr: 1.000e-04, eta: 13:34:30, time: 1.921, data_time: 0.004, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8773, loss_cls: 1.2113, loss: 1.2113, grad_norm: 9.5393 2020-08-02 02:06:21,339 - mmaction - INFO - Epoch [94][1280/3757] lr: 1.000e-04, eta: 13:33:50, time: 1.865, data_time: 0.009, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8852, loss_cls: 1.2070, loss: 1.2070, grad_norm: 9.4496 2020-08-02 02:06:59,586 - mmaction - INFO - Epoch [94][1300/3757] lr: 1.000e-04, eta: 13:33:11, time: 1.912, data_time: 0.002, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8953, loss_cls: 1.1368, loss: 1.1368, grad_norm: 9.5424 2020-08-02 02:07:38,902 - mmaction - INFO - Epoch [94][1320/3757] lr: 1.000e-04, eta: 13:32:32, time: 1.960, data_time: 0.007, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8797, loss_cls: 1.1766, loss: 1.1766, grad_norm: 9.5417 2020-08-02 02:08:18,993 - mmaction - INFO - Epoch [94][1340/3757] lr: 1.000e-04, eta: 13:31:53, time: 2.011, data_time: 0.009, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8703, loss_cls: 1.2210, loss: 1.2210, grad_norm: 9.6620 2020-08-02 02:08:59,237 - mmaction - INFO - Epoch [94][1360/3757] lr: 1.000e-04, eta: 13:31:14, time: 2.012, data_time: 0.008, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8711, loss_cls: 1.2173, loss: 1.2173, grad_norm: 9.4423 2020-08-02 02:09:35,115 - mmaction - INFO - Epoch [94][1380/3757] lr: 1.000e-04, eta: 13:30:35, time: 1.793, data_time: 0.003, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8883, loss_cls: 1.1393, loss: 1.1393, grad_norm: 9.1012 2020-08-02 02:10:12,932 - mmaction - INFO - Epoch [94][1400/3757] lr: 1.000e-04, eta: 13:29:56, time: 1.887, data_time: 0.081, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8852, loss_cls: 1.1508, loss: 1.1508, grad_norm: 9.2128 2020-08-02 02:10:54,982 - mmaction - INFO - Epoch [94][1420/3757] lr: 1.000e-04, eta: 13:29:17, time: 2.105, data_time: 0.256, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8711, loss_cls: 1.2016, loss: 1.2016, grad_norm: 9.5109 2020-08-02 02:11:32,768 - mmaction - INFO - Epoch [94][1440/3757] lr: 1.000e-04, eta: 13:28:38, time: 1.881, data_time: 0.043, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8953, loss_cls: 1.1135, loss: 1.1135, grad_norm: 9.2415 2020-08-02 02:12:11,911 - mmaction - INFO - Epoch [94][1460/3757] lr: 1.000e-04, eta: 13:27:59, time: 1.967, data_time: 0.013, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8875, loss_cls: 1.1410, loss: 1.1410, grad_norm: 9.4550 2020-08-02 02:12:52,081 - mmaction - INFO - Epoch [94][1480/3757] lr: 1.000e-04, eta: 13:27:20, time: 2.005, data_time: 0.009, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8844, loss_cls: 1.1967, loss: 1.1967, grad_norm: 9.5911 2020-08-02 02:13:28,479 - mmaction - INFO - Epoch [94][1500/3757] lr: 1.000e-04, eta: 13:26:41, time: 1.823, data_time: 0.013, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8578, loss_cls: 1.2956, loss: 1.2956, grad_norm: 9.6819 2020-08-02 02:14:07,632 - mmaction - INFO - Epoch [94][1520/3757] lr: 1.000e-04, eta: 13:26:02, time: 1.956, data_time: 0.016, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8906, loss_cls: 1.1879, loss: 1.1879, grad_norm: 9.2118 2020-08-02 02:14:45,390 - mmaction - INFO - Epoch [94][1540/3757] lr: 1.000e-04, eta: 13:25:23, time: 1.890, data_time: 0.100, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8828, loss_cls: 1.1904, loss: 1.1904, grad_norm: 9.1718 2020-08-02 02:15:27,392 - mmaction - INFO - Epoch [94][1560/3757] lr: 1.000e-04, eta: 13:24:44, time: 2.092, data_time: 0.115, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8781, loss_cls: 1.2622, loss: 1.2622, grad_norm: 9.6875 2020-08-02 02:16:05,831 - mmaction - INFO - Epoch [94][1580/3757] lr: 1.000e-04, eta: 13:24:05, time: 1.928, data_time: 0.010, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8773, loss_cls: 1.2552, loss: 1.2552, grad_norm: 9.7182 2020-08-02 02:16:49,223 - mmaction - INFO - Epoch [94][1600/3757] lr: 1.000e-04, eta: 13:23:26, time: 2.162, data_time: 0.009, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8836, loss_cls: 1.2279, loss: 1.2279, grad_norm: 9.6940 2020-08-02 02:17:30,602 - mmaction - INFO - Epoch [94][1620/3757] lr: 1.000e-04, eta: 13:22:47, time: 2.078, data_time: 0.018, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8781, loss_cls: 1.2199, loss: 1.2199, grad_norm: 9.6147 2020-08-02 02:18:04,813 - mmaction - INFO - Epoch [94][1640/3757] lr: 1.000e-04, eta: 13:22:08, time: 1.701, data_time: 0.006, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8844, loss_cls: 1.1699, loss: 1.1699, grad_norm: 9.2942 2020-08-02 02:18:39,767 - mmaction - INFO - Epoch [94][1660/3757] lr: 1.000e-04, eta: 13:21:29, time: 1.757, data_time: 0.309, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8766, loss_cls: 1.2422, loss: 1.2422, grad_norm: 9.6472 2020-08-02 02:19:21,722 - mmaction - INFO - Epoch [94][1680/3757] lr: 1.000e-04, eta: 13:20:50, time: 2.090, data_time: 0.216, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8797, loss_cls: 1.2481, loss: 1.2481, grad_norm: 9.6103 2020-08-02 02:19:58,405 - mmaction - INFO - Epoch [94][1700/3757] lr: 1.000e-04, eta: 13:20:11, time: 1.842, data_time: 0.011, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8828, loss_cls: 1.1469, loss: 1.1469, grad_norm: 9.0444 2020-08-02 02:20:39,123 - mmaction - INFO - Epoch [94][1720/3757] lr: 1.000e-04, eta: 13:19:32, time: 2.027, data_time: 0.006, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8734, loss_cls: 1.2280, loss: 1.2280, grad_norm: 9.5808 2020-08-02 02:21:17,074 - mmaction - INFO - Epoch [94][1740/3757] lr: 1.000e-04, eta: 13:18:53, time: 1.907, data_time: 0.011, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8820, loss_cls: 1.2345, loss: 1.2345, grad_norm: 9.3723 2020-08-02 02:22:00,503 - mmaction - INFO - Epoch [94][1760/3757] lr: 1.000e-04, eta: 13:18:14, time: 2.169, data_time: 0.588, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8953, loss_cls: 1.1464, loss: 1.1464, grad_norm: 9.2133 2020-08-02 02:22:38,649 - mmaction - INFO - Epoch [94][1780/3757] lr: 1.000e-04, eta: 13:17:35, time: 1.908, data_time: 1.170, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8828, loss_cls: 1.1478, loss: 1.1478, grad_norm: 8.9981 2020-08-02 02:23:14,862 - mmaction - INFO - Epoch [94][1800/3757] lr: 1.000e-04, eta: 13:16:55, time: 1.812, data_time: 0.237, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8797, loss_cls: 1.1579, loss: 1.1579, grad_norm: 9.1893 2020-08-02 02:23:55,197 - mmaction - INFO - Epoch [94][1820/3757] lr: 1.000e-04, eta: 13:16:16, time: 2.017, data_time: 0.047, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8953, loss_cls: 1.1547, loss: 1.1547, grad_norm: 9.3326 2020-08-02 02:24:33,766 - mmaction - INFO - Epoch [94][1840/3757] lr: 1.000e-04, eta: 13:15:37, time: 1.928, data_time: 0.146, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8695, loss_cls: 1.2153, loss: 1.2153, grad_norm: 9.5858 2020-08-02 02:25:12,865 - mmaction - INFO - Epoch [94][1860/3757] lr: 1.000e-04, eta: 13:14:58, time: 1.948, data_time: 0.191, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8758, loss_cls: 1.2168, loss: 1.2168, grad_norm: 9.5554 2020-08-02 02:25:52,739 - mmaction - INFO - Epoch [94][1880/3757] lr: 1.000e-04, eta: 13:14:19, time: 2.001, data_time: 0.010, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8758, loss_cls: 1.2992, loss: 1.2992, grad_norm: 9.8210 2020-08-02 02:26:29,648 - mmaction - INFO - Epoch [94][1900/3757] lr: 1.000e-04, eta: 13:13:40, time: 1.841, data_time: 0.013, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8773, loss_cls: 1.2395, loss: 1.2395, grad_norm: 9.4221 2020-08-02 02:27:05,360 - mmaction - INFO - Epoch [94][1920/3757] lr: 1.000e-04, eta: 13:13:01, time: 1.786, data_time: 0.233, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8859, loss_cls: 1.1950, loss: 1.1950, grad_norm: 9.4642 2020-08-02 02:27:45,329 - mmaction - INFO - Epoch [94][1940/3757] lr: 1.000e-04, eta: 13:12:22, time: 1.997, data_time: 0.020, memory: 5170, top1_acc: 0.7383, top5_acc: 0.8961, loss_cls: 1.0947, loss: 1.0947, grad_norm: 8.7989 2020-08-02 02:28:24,366 - mmaction - INFO - Epoch [94][1960/3757] lr: 1.000e-04, eta: 13:11:43, time: 1.956, data_time: 0.009, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8703, loss_cls: 1.2260, loss: 1.2260, grad_norm: 9.5204 2020-08-02 02:29:03,751 - mmaction - INFO - Epoch [94][1980/3757] lr: 1.000e-04, eta: 13:11:04, time: 1.963, data_time: 0.007, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8695, loss_cls: 1.1999, loss: 1.1999, grad_norm: 9.1256 2020-08-02 02:29:39,957 - mmaction - INFO - Epoch [94][2000/3757] lr: 1.000e-04, eta: 13:10:25, time: 1.815, data_time: 0.009, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8953, loss_cls: 1.1026, loss: 1.1026, grad_norm: 9.4012 2020-08-02 02:30:20,245 - mmaction - INFO - Epoch [94][2020/3757] lr: 1.000e-04, eta: 13:09:46, time: 2.009, data_time: 0.015, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8781, loss_cls: 1.1715, loss: 1.1715, grad_norm: 9.0006 2020-08-02 02:30:58,266 - mmaction - INFO - Epoch [94][2040/3757] lr: 1.000e-04, eta: 13:09:07, time: 1.908, data_time: 0.010, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8859, loss_cls: 1.1566, loss: 1.1566, grad_norm: 9.2417 2020-08-02 02:31:37,275 - mmaction - INFO - Epoch [94][2060/3757] lr: 1.000e-04, eta: 13:08:28, time: 1.950, data_time: 0.007, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8828, loss_cls: 1.1657, loss: 1.1657, grad_norm: 9.2776 2020-08-02 02:32:18,540 - mmaction - INFO - Epoch [94][2080/3757] lr: 1.000e-04, eta: 13:07:49, time: 2.052, data_time: 0.004, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8797, loss_cls: 1.2036, loss: 1.2036, grad_norm: 9.6697 2020-08-02 02:32:55,374 - mmaction - INFO - Epoch [94][2100/3757] lr: 1.000e-04, eta: 13:07:10, time: 1.854, data_time: 0.014, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8938, loss_cls: 1.1608, loss: 1.1608, grad_norm: 9.3532 2020-08-02 02:33:33,136 - mmaction - INFO - Epoch [94][2120/3757] lr: 1.000e-04, eta: 13:06:30, time: 1.888, data_time: 0.679, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8844, loss_cls: 1.1415, loss: 1.1415, grad_norm: 9.2893 2020-08-02 02:34:13,789 - mmaction - INFO - Epoch [94][2140/3757] lr: 1.000e-04, eta: 13:05:52, time: 2.024, data_time: 1.110, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8742, loss_cls: 1.2492, loss: 1.2492, grad_norm: 9.4686 2020-08-02 02:34:51,546 - mmaction - INFO - Epoch [94][2160/3757] lr: 1.000e-04, eta: 13:05:12, time: 1.895, data_time: 1.152, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8836, loss_cls: 1.1837, loss: 1.1837, grad_norm: 9.4636 2020-08-02 02:35:33,478 - mmaction - INFO - Epoch [94][2180/3757] lr: 1.000e-04, eta: 13:04:34, time: 2.091, data_time: 0.867, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8789, loss_cls: 1.2420, loss: 1.2420, grad_norm: 9.4428 2020-08-02 02:36:13,065 - mmaction - INFO - Epoch [94][2200/3757] lr: 1.000e-04, eta: 13:03:55, time: 1.985, data_time: 1.420, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8898, loss_cls: 1.1231, loss: 1.1231, grad_norm: 9.0311 2020-08-02 02:36:51,397 - mmaction - INFO - Epoch [94][2220/3757] lr: 1.000e-04, eta: 13:03:15, time: 1.911, data_time: 0.139, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8938, loss_cls: 1.1262, loss: 1.1262, grad_norm: 9.0350 2020-08-02 02:37:31,789 - mmaction - INFO - Epoch [94][2240/3757] lr: 1.000e-04, eta: 13:02:37, time: 2.025, data_time: 0.832, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8797, loss_cls: 1.1734, loss: 1.1734, grad_norm: 9.0950 2020-08-02 02:38:10,674 - mmaction - INFO - Epoch [94][2260/3757] lr: 1.000e-04, eta: 13:01:57, time: 1.937, data_time: 0.729, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8711, loss_cls: 1.1560, loss: 1.1560, grad_norm: 9.2693 2020-08-02 02:38:50,270 - mmaction - INFO - Epoch [94][2280/3757] lr: 1.000e-04, eta: 13:01:19, time: 1.988, data_time: 0.012, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8812, loss_cls: 1.2013, loss: 1.2013, grad_norm: 9.0789 2020-08-02 02:39:27,899 - mmaction - INFO - Epoch [94][2300/3757] lr: 1.000e-04, eta: 13:00:39, time: 1.876, data_time: 0.008, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8719, loss_cls: 1.1772, loss: 1.1772, grad_norm: 9.5595 2020-08-02 02:40:07,875 - mmaction - INFO - Epoch [94][2320/3757] lr: 1.000e-04, eta: 13:00:00, time: 2.003, data_time: 0.008, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8773, loss_cls: 1.2236, loss: 1.2236, grad_norm: 9.5788 2020-08-02 02:40:50,504 - mmaction - INFO - Epoch [94][2340/3757] lr: 1.000e-04, eta: 12:59:22, time: 2.132, data_time: 0.004, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8906, loss_cls: 1.1544, loss: 1.1544, grad_norm: 9.1151 2020-08-02 02:41:23,502 - mmaction - INFO - Epoch [94][2360/3757] lr: 1.000e-04, eta: 12:58:42, time: 1.646, data_time: 0.395, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8852, loss_cls: 1.1358, loss: 1.1358, grad_norm: 8.9888 2020-08-02 02:42:02,666 - mmaction - INFO - Epoch [94][2380/3757] lr: 1.000e-04, eta: 12:58:03, time: 1.960, data_time: 0.087, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8867, loss_cls: 1.1613, loss: 1.1613, grad_norm: 9.3999 2020-08-02 02:42:42,704 - mmaction - INFO - Epoch [94][2400/3757] lr: 1.000e-04, eta: 12:57:24, time: 2.001, data_time: 0.082, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8859, loss_cls: 1.2033, loss: 1.2033, grad_norm: 9.4559 2020-08-02 02:43:24,719 - mmaction - INFO - Epoch [94][2420/3757] lr: 1.000e-04, eta: 12:56:45, time: 2.099, data_time: 0.364, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8914, loss_cls: 1.1515, loss: 1.1515, grad_norm: 9.1212 2020-08-02 02:44:01,887 - mmaction - INFO - Epoch [94][2440/3757] lr: 1.000e-04, eta: 12:56:06, time: 1.863, data_time: 0.013, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8703, loss_cls: 1.2515, loss: 1.2515, grad_norm: 9.7657 2020-08-02 02:44:41,604 - mmaction - INFO - Epoch [94][2460/3757] lr: 1.000e-04, eta: 12:55:27, time: 1.976, data_time: 0.007, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8633, loss_cls: 1.2680, loss: 1.2680, grad_norm: 9.6784 2020-08-02 02:45:23,224 - mmaction - INFO - Epoch [94][2480/3757] lr: 1.000e-04, eta: 12:54:48, time: 2.089, data_time: 0.012, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8828, loss_cls: 1.1984, loss: 1.1984, grad_norm: 9.2844 2020-08-02 02:46:04,807 - mmaction - INFO - Epoch [94][2500/3757] lr: 1.000e-04, eta: 12:54:09, time: 2.080, data_time: 0.004, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8938, loss_cls: 1.1237, loss: 1.1237, grad_norm: 9.1918 2020-08-02 02:46:45,902 - mmaction - INFO - Epoch [94][2520/3757] lr: 1.000e-04, eta: 12:53:31, time: 2.051, data_time: 0.009, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8906, loss_cls: 1.1759, loss: 1.1759, grad_norm: 9.4278 2020-08-02 02:47:22,610 - mmaction - INFO - Epoch [94][2540/3757] lr: 1.000e-04, eta: 12:52:51, time: 1.837, data_time: 0.010, memory: 5170, top1_acc: 0.7375, top5_acc: 0.9031, loss_cls: 1.0267, loss: 1.0267, grad_norm: 8.7714 2020-08-02 02:47:59,806 - mmaction - INFO - Epoch [94][2560/3757] lr: 1.000e-04, eta: 12:52:12, time: 1.857, data_time: 0.295, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8961, loss_cls: 1.1451, loss: 1.1451, grad_norm: 9.2066 2020-08-02 02:48:41,498 - mmaction - INFO - Epoch [94][2580/3757] lr: 1.000e-04, eta: 12:51:33, time: 2.090, data_time: 0.359, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8797, loss_cls: 1.1489, loss: 1.1489, grad_norm: 9.1905 2020-08-02 02:49:19,390 - mmaction - INFO - Epoch [94][2600/3757] lr: 1.000e-04, eta: 12:50:54, time: 1.894, data_time: 0.008, memory: 5170, top1_acc: 0.7102, top5_acc: 0.9016, loss_cls: 1.1144, loss: 1.1144, grad_norm: 9.2261 2020-08-02 02:49:57,607 - mmaction - INFO - Epoch [94][2620/3757] lr: 1.000e-04, eta: 12:50:15, time: 1.912, data_time: 0.008, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8805, loss_cls: 1.1242, loss: 1.1242, grad_norm: 9.1490 2020-08-02 02:50:34,682 - mmaction - INFO - Epoch [94][2640/3757] lr: 1.000e-04, eta: 12:49:36, time: 1.846, data_time: 0.148, memory: 5170, top1_acc: 0.6781, top5_acc: 0.8711, loss_cls: 1.3057, loss: 1.3057, grad_norm: 9.7288 2020-08-02 02:51:14,227 - mmaction - INFO - Epoch [94][2660/3757] lr: 1.000e-04, eta: 12:48:57, time: 1.985, data_time: 0.514, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8781, loss_cls: 1.2080, loss: 1.2080, grad_norm: 9.7508 2020-08-02 02:51:53,134 - mmaction - INFO - Epoch [94][2680/3757] lr: 1.000e-04, eta: 12:48:18, time: 1.936, data_time: 0.727, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8695, loss_cls: 1.2472, loss: 1.2472, grad_norm: 9.2983 2020-08-02 02:52:33,249 - mmaction - INFO - Epoch [94][2700/3757] lr: 1.000e-04, eta: 12:47:39, time: 2.008, data_time: 1.187, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8797, loss_cls: 1.2492, loss: 1.2492, grad_norm: 9.6954 2020-08-02 02:53:09,251 - mmaction - INFO - Epoch [94][2720/3757] lr: 1.000e-04, eta: 12:47:00, time: 1.802, data_time: 1.161, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8875, loss_cls: 1.1862, loss: 1.1862, grad_norm: 9.2509 2020-08-02 02:53:49,806 - mmaction - INFO - Epoch [94][2740/3757] lr: 1.000e-04, eta: 12:46:21, time: 2.030, data_time: 0.374, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8750, loss_cls: 1.1881, loss: 1.1881, grad_norm: 9.2781 2020-08-02 02:54:29,809 - mmaction - INFO - Epoch [94][2760/3757] lr: 1.000e-04, eta: 12:45:42, time: 1.995, data_time: 0.015, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8664, loss_cls: 1.2273, loss: 1.2273, grad_norm: 9.4605 2020-08-02 02:55:07,713 - mmaction - INFO - Epoch [94][2780/3757] lr: 1.000e-04, eta: 12:45:03, time: 1.903, data_time: 0.012, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8852, loss_cls: 1.1080, loss: 1.1080, grad_norm: 9.2172 2020-08-02 02:55:46,572 - mmaction - INFO - Epoch [94][2800/3757] lr: 1.000e-04, eta: 12:44:24, time: 1.943, data_time: 0.074, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8711, loss_cls: 1.2191, loss: 1.2191, grad_norm: 9.6595 2020-08-02 02:56:25,508 - mmaction - INFO - Epoch [94][2820/3757] lr: 1.000e-04, eta: 12:43:45, time: 1.946, data_time: 1.001, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8750, loss_cls: 1.1571, loss: 1.1571, grad_norm: 9.0898 2020-08-02 02:57:03,419 - mmaction - INFO - Epoch [94][2840/3757] lr: 1.000e-04, eta: 12:43:06, time: 1.897, data_time: 1.150, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8836, loss_cls: 1.1872, loss: 1.1872, grad_norm: 9.3538 2020-08-02 02:57:45,585 - mmaction - INFO - Epoch [94][2860/3757] lr: 1.000e-04, eta: 12:42:27, time: 2.100, data_time: 1.088, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8906, loss_cls: 1.1585, loss: 1.1585, grad_norm: 9.4049 2020-08-02 02:58:24,419 - mmaction - INFO - Epoch [94][2880/3757] lr: 1.000e-04, eta: 12:41:48, time: 1.949, data_time: 1.377, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8750, loss_cls: 1.2257, loss: 1.2257, grad_norm: 9.5582 2020-08-02 02:59:04,889 - mmaction - INFO - Epoch [94][2900/3757] lr: 1.000e-04, eta: 12:41:09, time: 2.025, data_time: 1.437, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8656, loss_cls: 1.2876, loss: 1.2876, grad_norm: 9.5838 2020-08-02 02:59:42,438 - mmaction - INFO - Epoch [94][2920/3757] lr: 1.000e-04, eta: 12:40:30, time: 1.867, data_time: 1.266, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8828, loss_cls: 1.1482, loss: 1.1482, grad_norm: 9.1671 2020-08-02 03:00:22,133 - mmaction - INFO - Epoch [94][2940/3757] lr: 1.000e-04, eta: 12:39:51, time: 1.978, data_time: 0.292, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8742, loss_cls: 1.1767, loss: 1.1767, grad_norm: 9.2151 2020-08-02 03:01:01,326 - mmaction - INFO - Epoch [94][2960/3757] lr: 1.000e-04, eta: 12:39:12, time: 1.976, data_time: 0.026, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8719, loss_cls: 1.2365, loss: 1.2365, grad_norm: 9.6767 2020-08-02 03:01:39,258 - mmaction - INFO - Epoch [94][2980/3757] lr: 1.000e-04, eta: 12:38:32, time: 1.894, data_time: 0.037, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8781, loss_cls: 1.1582, loss: 1.1582, grad_norm: 9.3346 2020-08-02 03:02:18,710 - mmaction - INFO - Epoch [94][3000/3757] lr: 1.000e-04, eta: 12:37:53, time: 1.975, data_time: 0.029, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8734, loss_cls: 1.2200, loss: 1.2200, grad_norm: 9.4263 2020-08-02 03:02:59,190 - mmaction - INFO - Epoch [94][3020/3757] lr: 1.000e-04, eta: 12:37:15, time: 2.014, data_time: 0.009, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8750, loss_cls: 1.2498, loss: 1.2498, grad_norm: 9.2402 2020-08-02 03:03:34,696 - mmaction - INFO - Epoch [94][3040/3757] lr: 1.000e-04, eta: 12:36:35, time: 1.786, data_time: 0.013, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8797, loss_cls: 1.1812, loss: 1.1812, grad_norm: 9.4396 2020-08-02 03:04:15,677 - mmaction - INFO - Epoch [94][3060/3757] lr: 1.000e-04, eta: 12:35:56, time: 2.041, data_time: 0.118, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8914, loss_cls: 1.1157, loss: 1.1157, grad_norm: 9.1494 2020-08-02 03:04:57,287 - mmaction - INFO - Epoch [94][3080/3757] lr: 1.000e-04, eta: 12:35:17, time: 2.083, data_time: 0.364, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8828, loss_cls: 1.1631, loss: 1.1631, grad_norm: 9.1596 2020-08-02 03:05:33,052 - mmaction - INFO - Epoch [94][3100/3757] lr: 1.000e-04, eta: 12:34:38, time: 1.787, data_time: 0.013, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8844, loss_cls: 1.1662, loss: 1.1662, grad_norm: 9.1592 2020-08-02 03:06:11,509 - mmaction - INFO - Epoch [94][3120/3757] lr: 1.000e-04, eta: 12:33:59, time: 1.928, data_time: 0.010, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8867, loss_cls: 1.1325, loss: 1.1325, grad_norm: 9.2925 2020-08-02 03:06:51,722 - mmaction - INFO - Epoch [94][3140/3757] lr: 1.000e-04, eta: 12:33:20, time: 2.008, data_time: 0.010, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8773, loss_cls: 1.1474, loss: 1.1474, grad_norm: 9.2032 2020-08-02 03:07:29,131 - mmaction - INFO - Epoch [94][3160/3757] lr: 1.000e-04, eta: 12:32:41, time: 1.875, data_time: 0.008, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8930, loss_cls: 1.1261, loss: 1.1261, grad_norm: 9.1089 2020-08-02 03:08:10,633 - mmaction - INFO - Epoch [94][3180/3757] lr: 1.000e-04, eta: 12:32:02, time: 2.070, data_time: 0.193, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8875, loss_cls: 1.2385, loss: 1.2385, grad_norm: 9.8437 2020-08-02 03:08:47,658 - mmaction - INFO - Epoch [94][3200/3757] lr: 1.000e-04, eta: 12:31:23, time: 1.855, data_time: 0.010, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8828, loss_cls: 1.1797, loss: 1.1797, grad_norm: 9.2823 2020-08-02 03:09:28,443 - mmaction - INFO - Epoch [94][3220/3757] lr: 1.000e-04, eta: 12:30:44, time: 2.041, data_time: 0.019, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8773, loss_cls: 1.2109, loss: 1.2109, grad_norm: 9.4946 2020-08-02 03:10:05,631 - mmaction - INFO - Epoch [94][3240/3757] lr: 1.000e-04, eta: 12:30:05, time: 1.860, data_time: 0.003, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8750, loss_cls: 1.1835, loss: 1.1835, grad_norm: 9.3581 2020-08-02 03:10:47,525 - mmaction - INFO - Epoch [94][3260/3757] lr: 1.000e-04, eta: 12:29:26, time: 2.093, data_time: 0.014, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8859, loss_cls: 1.1361, loss: 1.1361, grad_norm: 9.3436 2020-08-02 03:11:24,877 - mmaction - INFO - Epoch [94][3280/3757] lr: 1.000e-04, eta: 12:28:47, time: 1.863, data_time: 0.009, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8891, loss_cls: 1.1415, loss: 1.1415, grad_norm: 9.1349 2020-08-02 03:12:04,327 - mmaction - INFO - Epoch [94][3300/3757] lr: 1.000e-04, eta: 12:28:08, time: 1.977, data_time: 0.015, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8547, loss_cls: 1.3085, loss: 1.3085, grad_norm: 9.4153 2020-08-02 03:12:43,311 - mmaction - INFO - Epoch [94][3320/3757] lr: 1.000e-04, eta: 12:27:29, time: 1.950, data_time: 0.009, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8727, loss_cls: 1.2411, loss: 1.2411, grad_norm: 9.7750 2020-08-02 03:13:22,857 - mmaction - INFO - Epoch [94][3340/3757] lr: 1.000e-04, eta: 12:26:50, time: 1.976, data_time: 0.003, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8867, loss_cls: 1.1662, loss: 1.1662, grad_norm: 9.2284 2020-08-02 03:14:00,272 - mmaction - INFO - Epoch [94][3360/3757] lr: 1.000e-04, eta: 12:26:11, time: 1.865, data_time: 0.010, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8953, loss_cls: 1.1248, loss: 1.1248, grad_norm: 9.1572 2020-08-02 03:14:41,148 - mmaction - INFO - Epoch [94][3380/3757] lr: 1.000e-04, eta: 12:25:32, time: 2.050, data_time: 0.010, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8836, loss_cls: 1.1885, loss: 1.1885, grad_norm: 9.1955 2020-08-02 03:15:17,152 - mmaction - INFO - Epoch [94][3400/3757] lr: 1.000e-04, eta: 12:24:53, time: 1.794, data_time: 0.029, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8922, loss_cls: 1.1272, loss: 1.1272, grad_norm: 9.3982 2020-08-02 03:15:55,675 - mmaction - INFO - Epoch [94][3420/3757] lr: 1.000e-04, eta: 12:24:14, time: 1.932, data_time: 0.549, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8859, loss_cls: 1.1473, loss: 1.1473, grad_norm: 9.0468 2020-08-02 03:16:39,280 - mmaction - INFO - Epoch [94][3440/3757] lr: 1.000e-04, eta: 12:23:35, time: 2.177, data_time: 1.265, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8789, loss_cls: 1.1548, loss: 1.1548, grad_norm: 8.9666 2020-08-02 03:17:16,095 - mmaction - INFO - Epoch [94][3460/3757] lr: 1.000e-04, eta: 12:22:56, time: 1.846, data_time: 1.274, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8961, loss_cls: 1.1587, loss: 1.1587, grad_norm: 9.1976 2020-08-02 03:17:54,989 - mmaction - INFO - Epoch [94][3480/3757] lr: 1.000e-04, eta: 12:22:17, time: 1.937, data_time: 0.914, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8719, loss_cls: 1.2058, loss: 1.2058, grad_norm: 9.6879 2020-08-02 03:18:33,531 - mmaction - INFO - Epoch [94][3500/3757] lr: 1.000e-04, eta: 12:21:38, time: 1.935, data_time: 0.143, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8781, loss_cls: 1.2139, loss: 1.2139, grad_norm: 9.3638 2020-08-02 03:19:16,259 - mmaction - INFO - Epoch [94][3520/3757] lr: 1.000e-04, eta: 12:20:59, time: 2.133, data_time: 0.009, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8930, loss_cls: 1.1105, loss: 1.1105, grad_norm: 9.4057 2020-08-02 03:19:52,675 - mmaction - INFO - Epoch [94][3540/3757] lr: 1.000e-04, eta: 12:20:20, time: 1.821, data_time: 0.007, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8805, loss_cls: 1.1611, loss: 1.1611, grad_norm: 9.4121 2020-08-02 03:20:33,807 - mmaction - INFO - Epoch [94][3560/3757] lr: 1.000e-04, eta: 12:19:41, time: 2.050, data_time: 0.046, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8867, loss_cls: 1.1813, loss: 1.1813, grad_norm: 9.2745 2020-08-02 03:21:14,964 - mmaction - INFO - Epoch [94][3580/3757] lr: 1.000e-04, eta: 12:19:02, time: 2.065, data_time: 0.012, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8875, loss_cls: 1.1877, loss: 1.1877, grad_norm: 9.3066 2020-08-02 03:21:52,202 - mmaction - INFO - Epoch [94][3600/3757] lr: 1.000e-04, eta: 12:18:23, time: 1.864, data_time: 0.008, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8906, loss_cls: 1.1386, loss: 1.1386, grad_norm: 9.2442 2020-08-02 03:22:29,583 - mmaction - INFO - Epoch [94][3620/3757] lr: 1.000e-04, eta: 12:17:43, time: 1.862, data_time: 0.418, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8898, loss_cls: 1.0978, loss: 1.0978, grad_norm: 9.3894 2020-08-02 03:23:10,074 - mmaction - INFO - Epoch [94][3640/3757] lr: 1.000e-04, eta: 12:17:04, time: 2.032, data_time: 0.699, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8766, loss_cls: 1.1426, loss: 1.1426, grad_norm: 9.0076 2020-08-02 03:23:52,161 - mmaction - INFO - Epoch [94][3660/3757] lr: 1.000e-04, eta: 12:16:26, time: 2.101, data_time: 0.230, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8773, loss_cls: 1.2144, loss: 1.2144, grad_norm: 9.3885 2020-08-02 03:24:29,990 - mmaction - INFO - Epoch [94][3680/3757] lr: 1.000e-04, eta: 12:15:47, time: 1.887, data_time: 0.007, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8781, loss_cls: 1.2458, loss: 1.2458, grad_norm: 9.5451 2020-08-02 03:25:10,284 - mmaction - INFO - Epoch [94][3700/3757] lr: 1.000e-04, eta: 12:15:08, time: 2.021, data_time: 0.010, memory: 5170, top1_acc: 0.7328, top5_acc: 0.8938, loss_cls: 1.1151, loss: 1.1151, grad_norm: 9.3146 2020-08-02 03:25:48,508 - mmaction - INFO - Epoch [94][3720/3757] lr: 1.000e-04, eta: 12:14:28, time: 1.910, data_time: 0.005, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8742, loss_cls: 1.1807, loss: 1.1807, grad_norm: 9.2286 2020-08-02 03:26:29,187 - mmaction - INFO - Epoch [94][3740/3757] lr: 1.000e-04, eta: 12:13:50, time: 2.026, data_time: 0.011, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8820, loss_cls: 1.1874, loss: 1.1874, grad_norm: 9.1762 2020-08-02 03:26:51,774 - mmaction - INFO - Saving checkpoint at 94 epochs 2020-08-02 03:27:45,790 - mmaction - INFO - Epoch [95][20/3757] lr: 1.000e-04, eta: 12:12:36, time: 2.604, data_time: 1.094, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8836, loss_cls: 1.1851, loss: 1.1851, grad_norm: 9.2595 2020-08-02 03:28:24,190 - mmaction - INFO - Epoch [95][40/3757] lr: 1.000e-04, eta: 12:11:57, time: 1.922, data_time: 0.010, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8750, loss_cls: 1.2410, loss: 1.2410, grad_norm: 9.4959 2020-08-02 03:29:01,816 - mmaction - INFO - Epoch [95][60/3757] lr: 1.000e-04, eta: 12:11:18, time: 1.877, data_time: 0.133, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8852, loss_cls: 1.1383, loss: 1.1383, grad_norm: 9.2174 2020-08-02 03:29:43,198 - mmaction - INFO - Epoch [95][80/3757] lr: 1.000e-04, eta: 12:10:39, time: 2.074, data_time: 0.010, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8789, loss_cls: 1.2498, loss: 1.2498, grad_norm: 9.7022 2020-08-02 03:30:19,784 - mmaction - INFO - Epoch [95][100/3757] lr: 1.000e-04, eta: 12:10:00, time: 1.826, data_time: 0.036, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8648, loss_cls: 1.2580, loss: 1.2580, grad_norm: 9.8335 2020-08-02 03:30:58,801 - mmaction - INFO - Epoch [95][120/3757] lr: 1.000e-04, eta: 12:09:21, time: 1.957, data_time: 0.009, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8789, loss_cls: 1.2075, loss: 1.2075, grad_norm: 9.4933 2020-08-02 03:31:36,499 - mmaction - INFO - Epoch [95][140/3757] lr: 1.000e-04, eta: 12:08:42, time: 1.876, data_time: 0.008, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8805, loss_cls: 1.1823, loss: 1.1823, grad_norm: 9.1257 2020-08-02 03:32:18,179 - mmaction - INFO - Epoch [95][160/3757] lr: 1.000e-04, eta: 12:08:03, time: 2.092, data_time: 0.012, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8867, loss_cls: 1.1539, loss: 1.1539, grad_norm: 9.2349 2020-08-02 03:32:59,793 - mmaction - INFO - Epoch [95][180/3757] lr: 1.000e-04, eta: 12:07:24, time: 2.076, data_time: 0.004, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8719, loss_cls: 1.2470, loss: 1.2470, grad_norm: 9.2933 2020-08-02 03:33:37,582 - mmaction - INFO - Epoch [95][200/3757] lr: 1.000e-04, eta: 12:06:45, time: 1.896, data_time: 0.011, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8875, loss_cls: 1.1285, loss: 1.1285, grad_norm: 8.9335 2020-08-02 03:34:14,650 - mmaction - INFO - Epoch [95][220/3757] lr: 1.000e-04, eta: 12:06:06, time: 1.849, data_time: 0.008, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8898, loss_cls: 1.1608, loss: 1.1608, grad_norm: 9.3224 2020-08-02 03:34:53,152 - mmaction - INFO - Epoch [95][240/3757] lr: 1.000e-04, eta: 12:05:27, time: 1.930, data_time: 0.170, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8695, loss_cls: 1.2634, loss: 1.2634, grad_norm: 9.6096 2020-08-02 03:35:32,749 - mmaction - INFO - Epoch [95][260/3757] lr: 1.000e-04, eta: 12:04:48, time: 1.971, data_time: 0.624, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8914, loss_cls: 1.1684, loss: 1.1684, grad_norm: 9.3942 2020-08-02 03:36:12,063 - mmaction - INFO - Epoch [95][280/3757] lr: 1.000e-04, eta: 12:04:09, time: 1.973, data_time: 1.268, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8617, loss_cls: 1.2668, loss: 1.2668, grad_norm: 9.6108 2020-08-02 03:36:49,443 - mmaction - INFO - Epoch [95][300/3757] lr: 1.000e-04, eta: 12:03:29, time: 1.862, data_time: 1.268, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8805, loss_cls: 1.2019, loss: 1.2019, grad_norm: 9.4872 2020-08-02 03:37:28,175 - mmaction - INFO - Epoch [95][320/3757] lr: 1.000e-04, eta: 12:02:50, time: 1.941, data_time: 1.228, memory: 5170, top1_acc: 0.7352, top5_acc: 0.8992, loss_cls: 1.0817, loss: 1.0817, grad_norm: 9.0105 2020-08-02 03:38:09,614 - mmaction - INFO - Epoch [95][340/3757] lr: 1.000e-04, eta: 12:02:11, time: 2.076, data_time: 1.171, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8898, loss_cls: 1.1900, loss: 1.1900, grad_norm: 9.2564 2020-08-02 03:38:49,681 - mmaction - INFO - Epoch [95][360/3757] lr: 1.000e-04, eta: 12:01:32, time: 1.996, data_time: 0.272, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8867, loss_cls: 1.1235, loss: 1.1235, grad_norm: 9.2002 2020-08-02 03:39:26,730 - mmaction - INFO - Epoch [95][380/3757] lr: 1.000e-04, eta: 12:00:53, time: 1.859, data_time: 0.344, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8852, loss_cls: 1.1602, loss: 1.1602, grad_norm: 9.4466 2020-08-02 03:40:04,384 - mmaction - INFO - Epoch [95][400/3757] lr: 1.000e-04, eta: 12:00:14, time: 1.884, data_time: 0.634, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8812, loss_cls: 1.1603, loss: 1.1603, grad_norm: 9.0958 2020-08-02 03:40:44,679 - mmaction - INFO - Epoch [95][420/3757] lr: 1.000e-04, eta: 11:59:35, time: 2.013, data_time: 0.674, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8922, loss_cls: 1.1244, loss: 1.1244, grad_norm: 9.4397 2020-08-02 03:41:22,223 - mmaction - INFO - Epoch [95][440/3757] lr: 1.000e-04, eta: 11:58:56, time: 1.868, data_time: 0.221, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8922, loss_cls: 1.1240, loss: 1.1240, grad_norm: 9.1710 2020-08-02 03:42:02,754 - mmaction - INFO - Epoch [95][460/3757] lr: 1.000e-04, eta: 11:58:17, time: 2.035, data_time: 0.910, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8805, loss_cls: 1.1662, loss: 1.1662, grad_norm: 9.1257 2020-08-02 03:42:42,092 - mmaction - INFO - Epoch [95][480/3757] lr: 1.000e-04, eta: 11:57:38, time: 1.965, data_time: 0.160, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8867, loss_cls: 1.1013, loss: 1.1013, grad_norm: 8.8418 2020-08-02 03:43:19,732 - mmaction - INFO - Epoch [95][500/3757] lr: 1.000e-04, eta: 11:56:59, time: 1.883, data_time: 0.012, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8758, loss_cls: 1.2017, loss: 1.2017, grad_norm: 9.4991 2020-08-02 03:43:57,392 - mmaction - INFO - Epoch [95][520/3757] lr: 1.000e-04, eta: 11:56:20, time: 1.885, data_time: 0.011, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8867, loss_cls: 1.1846, loss: 1.1846, grad_norm: 9.1526 2020-08-02 03:44:37,872 - mmaction - INFO - Epoch [95][540/3757] lr: 1.000e-04, eta: 11:55:41, time: 2.025, data_time: 0.069, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8641, loss_cls: 1.2692, loss: 1.2692, grad_norm: 9.6941 2020-08-02 03:45:13,730 - mmaction - INFO - Epoch [95][560/3757] lr: 1.000e-04, eta: 11:55:02, time: 1.786, data_time: 0.057, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8797, loss_cls: 1.1918, loss: 1.1918, grad_norm: 9.5027 2020-08-02 03:45:53,234 - mmaction - INFO - Epoch [95][580/3757] lr: 1.000e-04, eta: 11:54:23, time: 1.982, data_time: 0.109, memory: 5170, top1_acc: 0.7367, top5_acc: 0.9000, loss_cls: 1.0956, loss: 1.0956, grad_norm: 9.0591 2020-08-02 03:46:32,423 - mmaction - INFO - Epoch [95][600/3757] lr: 1.000e-04, eta: 11:53:44, time: 1.961, data_time: 0.127, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8914, loss_cls: 1.1799, loss: 1.1799, grad_norm: 9.4731 2020-08-02 03:47:13,580 - mmaction - INFO - Epoch [95][620/3757] lr: 1.000e-04, eta: 11:53:05, time: 2.056, data_time: 0.002, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8961, loss_cls: 1.1295, loss: 1.1295, grad_norm: 9.3192 2020-08-02 03:47:54,452 - mmaction - INFO - Epoch [95][640/3757] lr: 1.000e-04, eta: 11:52:26, time: 2.046, data_time: 0.009, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8781, loss_cls: 1.2308, loss: 1.2308, grad_norm: 9.7055 2020-08-02 03:48:31,313 - mmaction - INFO - Epoch [95][660/3757] lr: 1.000e-04, eta: 11:51:47, time: 1.835, data_time: 0.008, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8766, loss_cls: 1.2167, loss: 1.2167, grad_norm: 9.4969 2020-08-02 03:49:09,497 - mmaction - INFO - Epoch [95][680/3757] lr: 1.000e-04, eta: 11:51:08, time: 1.918, data_time: 0.011, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8633, loss_cls: 1.2632, loss: 1.2632, grad_norm: 9.8399 2020-08-02 03:49:48,362 - mmaction - INFO - Epoch [95][700/3757] lr: 1.000e-04, eta: 11:50:29, time: 1.943, data_time: 0.012, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8758, loss_cls: 1.1726, loss: 1.1726, grad_norm: 9.1030 2020-08-02 03:50:29,166 - mmaction - INFO - Epoch [95][720/3757] lr: 1.000e-04, eta: 11:49:50, time: 2.034, data_time: 0.008, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8836, loss_cls: 1.1908, loss: 1.1908, grad_norm: 9.6572 2020-08-02 03:51:06,424 - mmaction - INFO - Epoch [95][740/3757] lr: 1.000e-04, eta: 11:49:11, time: 1.869, data_time: 0.011, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8766, loss_cls: 1.1672, loss: 1.1672, grad_norm: 9.3784 2020-08-02 03:51:48,308 - mmaction - INFO - Epoch [95][760/3757] lr: 1.000e-04, eta: 11:48:32, time: 2.087, data_time: 0.055, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8859, loss_cls: 1.1286, loss: 1.1286, grad_norm: 8.9855 2020-08-02 03:52:23,876 - mmaction - INFO - Epoch [95][780/3757] lr: 1.000e-04, eta: 11:47:52, time: 1.784, data_time: 0.225, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8906, loss_cls: 1.2008, loss: 1.2008, grad_norm: 9.2537 2020-08-02 03:53:02,657 - mmaction - INFO - Epoch [95][800/3757] lr: 1.000e-04, eta: 11:47:13, time: 1.933, data_time: 0.902, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8891, loss_cls: 1.1565, loss: 1.1565, grad_norm: 9.2180 2020-08-02 03:53:46,476 - mmaction - INFO - Epoch [95][820/3757] lr: 1.000e-04, eta: 11:46:35, time: 2.188, data_time: 0.809, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8883, loss_cls: 1.1805, loss: 1.1805, grad_norm: 9.2158 2020-08-02 03:54:21,425 - mmaction - INFO - Epoch [95][840/3757] lr: 1.000e-04, eta: 11:45:55, time: 1.758, data_time: 0.415, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8891, loss_cls: 1.2210, loss: 1.2210, grad_norm: 9.6872 2020-08-02 03:55:00,683 - mmaction - INFO - Epoch [95][860/3757] lr: 1.000e-04, eta: 11:45:16, time: 1.961, data_time: 1.281, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8773, loss_cls: 1.1980, loss: 1.1980, grad_norm: 9.5074 2020-08-02 03:55:39,309 - mmaction - INFO - Epoch [95][880/3757] lr: 1.000e-04, eta: 11:44:37, time: 1.929, data_time: 1.337, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8859, loss_cls: 1.1234, loss: 1.1234, grad_norm: 8.9862 2020-08-02 03:56:18,501 - mmaction - INFO - Epoch [95][900/3757] lr: 1.000e-04, eta: 11:43:58, time: 1.963, data_time: 0.471, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8789, loss_cls: 1.1700, loss: 1.1700, grad_norm: 9.2804 2020-08-02 03:56:57,420 - mmaction - INFO - Epoch [95][920/3757] lr: 1.000e-04, eta: 11:43:19, time: 1.940, data_time: 0.691, memory: 5170, top1_acc: 0.7344, top5_acc: 0.8859, loss_cls: 1.1357, loss: 1.1357, grad_norm: 9.3568 2020-08-02 03:57:38,498 - mmaction - INFO - Epoch [95][940/3757] lr: 1.000e-04, eta: 11:42:40, time: 2.061, data_time: 0.876, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8883, loss_cls: 1.1807, loss: 1.1807, grad_norm: 9.5198 2020-08-02 03:58:17,657 - mmaction - INFO - Epoch [95][960/3757] lr: 1.000e-04, eta: 11:42:01, time: 1.950, data_time: 0.604, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8875, loss_cls: 1.2144, loss: 1.2144, grad_norm: 9.8359 2020-08-02 03:58:55,337 - mmaction - INFO - Epoch [95][980/3757] lr: 1.000e-04, eta: 11:41:22, time: 1.891, data_time: 0.084, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8703, loss_cls: 1.2728, loss: 1.2728, grad_norm: 9.5091 2020-08-02 03:59:34,934 - mmaction - INFO - Epoch [95][1000/3757] lr: 1.000e-04, eta: 11:40:43, time: 1.972, data_time: 0.009, memory: 5170, top1_acc: 0.6828, top5_acc: 0.8766, loss_cls: 1.2580, loss: 1.2580, grad_norm: 9.6562 2020-08-02 04:00:11,890 - mmaction - INFO - Epoch [95][1020/3757] lr: 1.000e-04, eta: 11:40:04, time: 1.846, data_time: 0.088, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8836, loss_cls: 1.2290, loss: 1.2290, grad_norm: 9.4463 2020-08-02 04:00:52,638 - mmaction - INFO - Epoch [95][1040/3757] lr: 1.000e-04, eta: 11:39:25, time: 2.048, data_time: 0.029, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8812, loss_cls: 1.1625, loss: 1.1625, grad_norm: 9.2322 2020-08-02 04:01:28,833 - mmaction - INFO - Epoch [95][1060/3757] lr: 1.000e-04, eta: 11:38:46, time: 1.807, data_time: 0.007, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8734, loss_cls: 1.2489, loss: 1.2489, grad_norm: 9.6953 2020-08-02 04:02:11,189 - mmaction - INFO - Epoch [95][1080/3757] lr: 1.000e-04, eta: 11:38:07, time: 2.111, data_time: 0.005, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8852, loss_cls: 1.2076, loss: 1.2076, grad_norm: 9.4505 2020-08-02 04:02:50,236 - mmaction - INFO - Epoch [95][1100/3757] lr: 1.000e-04, eta: 11:37:28, time: 1.957, data_time: 0.013, memory: 5170, top1_acc: 0.7242, top5_acc: 0.9016, loss_cls: 1.1121, loss: 1.1121, grad_norm: 9.2580 2020-08-02 04:03:29,245 - mmaction - INFO - Epoch [95][1120/3757] lr: 1.000e-04, eta: 11:36:49, time: 1.955, data_time: 0.410, memory: 5170, top1_acc: 0.7305, top5_acc: 0.8891, loss_cls: 1.1384, loss: 1.1384, grad_norm: 9.1495 2020-08-02 04:04:08,152 - mmaction - INFO - Epoch [95][1140/3757] lr: 1.000e-04, eta: 11:36:10, time: 1.945, data_time: 0.432, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8797, loss_cls: 1.1476, loss: 1.1476, grad_norm: 9.0339 2020-08-02 04:04:48,087 - mmaction - INFO - Epoch [95][1160/3757] lr: 1.000e-04, eta: 11:35:31, time: 1.996, data_time: 0.101, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8961, loss_cls: 1.1445, loss: 1.1445, grad_norm: 9.3075 2020-08-02 04:05:25,595 - mmaction - INFO - Epoch [95][1180/3757] lr: 1.000e-04, eta: 11:34:52, time: 1.872, data_time: 0.010, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8781, loss_cls: 1.2454, loss: 1.2454, grad_norm: 9.6160 2020-08-02 04:06:04,840 - mmaction - INFO - Epoch [95][1200/3757] lr: 1.000e-04, eta: 11:34:13, time: 1.967, data_time: 0.010, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8789, loss_cls: 1.1445, loss: 1.1445, grad_norm: 9.2641 2020-08-02 04:06:41,357 - mmaction - INFO - Epoch [95][1220/3757] lr: 1.000e-04, eta: 11:33:34, time: 1.821, data_time: 0.183, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8875, loss_cls: 1.1681, loss: 1.1681, grad_norm: 9.1936 2020-08-02 04:07:23,270 - mmaction - INFO - Epoch [95][1240/3757] lr: 1.000e-04, eta: 11:32:55, time: 2.098, data_time: 1.338, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8750, loss_cls: 1.2372, loss: 1.2372, grad_norm: 9.7767 2020-08-02 04:08:00,681 - mmaction - INFO - Epoch [95][1260/3757] lr: 1.000e-04, eta: 11:32:16, time: 1.865, data_time: 1.068, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8906, loss_cls: 1.1300, loss: 1.1300, grad_norm: 9.3425 2020-08-02 04:08:40,587 - mmaction - INFO - Epoch [95][1280/3757] lr: 1.000e-04, eta: 11:31:37, time: 2.001, data_time: 0.562, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8914, loss_cls: 1.0916, loss: 1.0916, grad_norm: 9.0440 2020-08-02 04:09:19,186 - mmaction - INFO - Epoch [95][1300/3757] lr: 1.000e-04, eta: 11:30:58, time: 1.930, data_time: 0.089, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8883, loss_cls: 1.1575, loss: 1.1575, grad_norm: 9.2336 2020-08-02 04:10:01,862 - mmaction - INFO - Epoch [95][1320/3757] lr: 1.000e-04, eta: 11:30:19, time: 2.126, data_time: 0.009, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8688, loss_cls: 1.2335, loss: 1.2335, grad_norm: 9.3764 2020-08-02 04:10:40,510 - mmaction - INFO - Epoch [95][1340/3757] lr: 1.000e-04, eta: 11:29:40, time: 1.941, data_time: 0.254, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8664, loss_cls: 1.2556, loss: 1.2556, grad_norm: 9.7862 2020-08-02 04:11:22,185 - mmaction - INFO - Epoch [95][1360/3757] lr: 1.000e-04, eta: 11:29:01, time: 2.080, data_time: 0.067, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8797, loss_cls: 1.1503, loss: 1.1503, grad_norm: 9.1018 2020-08-02 04:12:01,615 - mmaction - INFO - Epoch [95][1380/3757] lr: 1.000e-04, eta: 11:28:22, time: 1.973, data_time: 0.006, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8664, loss_cls: 1.2680, loss: 1.2680, grad_norm: 9.5293 2020-08-02 04:12:38,573 - mmaction - INFO - Epoch [95][1400/3757] lr: 1.000e-04, eta: 11:27:43, time: 1.844, data_time: 0.006, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8734, loss_cls: 1.1900, loss: 1.1900, grad_norm: 9.4008 2020-08-02 04:13:20,838 - mmaction - INFO - Epoch [95][1420/3757] lr: 1.000e-04, eta: 11:27:04, time: 2.118, data_time: 0.131, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8789, loss_cls: 1.1898, loss: 1.1898, grad_norm: 9.5093 2020-08-02 04:13:57,305 - mmaction - INFO - Epoch [95][1440/3757] lr: 1.000e-04, eta: 11:26:25, time: 1.824, data_time: 0.013, memory: 5170, top1_acc: 0.7328, top5_acc: 0.8984, loss_cls: 1.1233, loss: 1.1233, grad_norm: 9.4154 2020-08-02 04:14:34,996 - mmaction - INFO - Epoch [95][1460/3757] lr: 1.000e-04, eta: 11:25:45, time: 1.877, data_time: 0.077, memory: 5170, top1_acc: 0.7289, top5_acc: 0.9000, loss_cls: 1.0904, loss: 1.0904, grad_norm: 9.1458 2020-08-02 04:15:12,779 - mmaction - INFO - Epoch [95][1480/3757] lr: 1.000e-04, eta: 11:25:06, time: 1.894, data_time: 0.014, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8695, loss_cls: 1.2027, loss: 1.2027, grad_norm: 9.3686 2020-08-02 04:15:53,589 - mmaction - INFO - Epoch [95][1500/3757] lr: 1.000e-04, eta: 11:24:27, time: 2.045, data_time: 0.008, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8625, loss_cls: 1.2488, loss: 1.2488, grad_norm: 9.6785 2020-08-02 04:16:38,068 - mmaction - INFO - Epoch [95][1520/3757] lr: 1.000e-04, eta: 11:23:49, time: 2.224, data_time: 0.008, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8797, loss_cls: 1.1949, loss: 1.1949, grad_norm: 9.4851 2020-08-02 04:17:16,901 - mmaction - INFO - Epoch [95][1540/3757] lr: 1.000e-04, eta: 11:23:10, time: 1.942, data_time: 0.002, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8711, loss_cls: 1.2354, loss: 1.2354, grad_norm: 9.7834 2020-08-02 04:17:53,857 - mmaction - INFO - Epoch [95][1560/3757] lr: 1.000e-04, eta: 11:22:31, time: 1.841, data_time: 0.007, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8828, loss_cls: 1.1455, loss: 1.1455, grad_norm: 9.0867 2020-08-02 04:18:31,326 - mmaction - INFO - Epoch [95][1580/3757] lr: 1.000e-04, eta: 11:21:51, time: 1.878, data_time: 0.083, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8766, loss_cls: 1.1919, loss: 1.1919, grad_norm: 9.4896 2020-08-02 04:19:10,339 - mmaction - INFO - Epoch [95][1600/3757] lr: 1.000e-04, eta: 11:21:12, time: 1.952, data_time: 0.010, memory: 5170, top1_acc: 0.7297, top5_acc: 0.9062, loss_cls: 1.0996, loss: 1.0996, grad_norm: 9.2548 2020-08-02 04:19:48,908 - mmaction - INFO - Epoch [95][1620/3757] lr: 1.000e-04, eta: 11:20:33, time: 1.928, data_time: 0.008, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8703, loss_cls: 1.2218, loss: 1.2218, grad_norm: 9.4417 2020-08-02 04:20:26,388 - mmaction - INFO - Epoch [95][1640/3757] lr: 1.000e-04, eta: 11:19:54, time: 1.869, data_time: 0.011, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8820, loss_cls: 1.1821, loss: 1.1821, grad_norm: 9.5074 2020-08-02 04:21:08,423 - mmaction - INFO - Epoch [95][1660/3757] lr: 1.000e-04, eta: 11:19:15, time: 2.107, data_time: 0.066, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8789, loss_cls: 1.2208, loss: 1.2208, grad_norm: 9.2974 2020-08-02 04:21:47,998 - mmaction - INFO - Epoch [95][1680/3757] lr: 1.000e-04, eta: 11:18:36, time: 1.976, data_time: 0.078, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8875, loss_cls: 1.1892, loss: 1.1892, grad_norm: 9.6879 2020-08-02 04:22:27,572 - mmaction - INFO - Epoch [95][1700/3757] lr: 1.000e-04, eta: 11:17:57, time: 1.981, data_time: 0.007, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8820, loss_cls: 1.1651, loss: 1.1651, grad_norm: 9.4813 2020-08-02 04:23:02,447 - mmaction - INFO - Epoch [95][1720/3757] lr: 1.000e-04, eta: 11:17:18, time: 1.736, data_time: 0.058, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8852, loss_cls: 1.1661, loss: 1.1661, grad_norm: 9.3181 2020-08-02 04:23:42,440 - mmaction - INFO - Epoch [95][1740/3757] lr: 1.000e-04, eta: 11:16:39, time: 2.008, data_time: 0.032, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8891, loss_cls: 1.1398, loss: 1.1398, grad_norm: 9.2215 2020-08-02 04:24:24,383 - mmaction - INFO - Epoch [95][1760/3757] lr: 1.000e-04, eta: 11:16:00, time: 2.091, data_time: 0.008, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8828, loss_cls: 1.1885, loss: 1.1885, grad_norm: 9.3933 2020-08-02 04:25:01,237 - mmaction - INFO - Epoch [95][1780/3757] lr: 1.000e-04, eta: 11:15:21, time: 1.848, data_time: 0.010, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8695, loss_cls: 1.2088, loss: 1.2088, grad_norm: 9.4551 2020-08-02 04:25:38,438 - mmaction - INFO - Epoch [95][1800/3757] lr: 1.000e-04, eta: 11:14:42, time: 1.856, data_time: 0.009, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8930, loss_cls: 1.1944, loss: 1.1944, grad_norm: 9.6217 2020-08-02 04:26:16,740 - mmaction - INFO - Epoch [95][1820/3757] lr: 1.000e-04, eta: 11:14:03, time: 1.918, data_time: 0.012, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8914, loss_cls: 1.1642, loss: 1.1642, grad_norm: 9.6021 2020-08-02 04:26:53,959 - mmaction - INFO - Epoch [95][1840/3757] lr: 1.000e-04, eta: 11:13:24, time: 1.862, data_time: 0.006, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8711, loss_cls: 1.2265, loss: 1.2265, grad_norm: 9.9091 2020-08-02 04:27:34,644 - mmaction - INFO - Epoch [95][1860/3757] lr: 1.000e-04, eta: 11:12:45, time: 2.030, data_time: 0.007, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8992, loss_cls: 1.1518, loss: 1.1518, grad_norm: 9.1445 2020-08-02 04:28:16,781 - mmaction - INFO - Epoch [95][1880/3757] lr: 1.000e-04, eta: 11:12:06, time: 2.112, data_time: 0.010, memory: 5170, top1_acc: 0.7336, top5_acc: 0.8797, loss_cls: 1.1475, loss: 1.1475, grad_norm: 9.3512 2020-08-02 04:28:52,599 - mmaction - INFO - Epoch [95][1900/3757] lr: 1.000e-04, eta: 11:11:27, time: 1.789, data_time: 0.006, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8977, loss_cls: 1.1007, loss: 1.1007, grad_norm: 9.2029 2020-08-02 04:29:32,133 - mmaction - INFO - Epoch [95][1920/3757] lr: 1.000e-04, eta: 11:10:48, time: 1.973, data_time: 0.009, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8961, loss_cls: 1.1303, loss: 1.1303, grad_norm: 9.1339 2020-08-02 04:30:09,688 - mmaction - INFO - Epoch [95][1940/3757] lr: 1.000e-04, eta: 11:10:09, time: 1.881, data_time: 0.007, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8859, loss_cls: 1.2116, loss: 1.2116, grad_norm: 9.6537 2020-08-02 04:30:50,849 - mmaction - INFO - Epoch [95][1960/3757] lr: 1.000e-04, eta: 11:09:30, time: 2.059, data_time: 0.004, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8859, loss_cls: 1.1341, loss: 1.1341, grad_norm: 9.3359 2020-08-02 04:31:28,092 - mmaction - INFO - Epoch [95][1980/3757] lr: 1.000e-04, eta: 11:08:51, time: 1.863, data_time: 0.015, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8742, loss_cls: 1.2337, loss: 1.2337, grad_norm: 9.8815 2020-08-02 04:32:08,713 - mmaction - INFO - Epoch [95][2000/3757] lr: 1.000e-04, eta: 11:08:12, time: 2.027, data_time: 0.017, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8883, loss_cls: 1.1389, loss: 1.1389, grad_norm: 9.3757 2020-08-02 04:32:51,983 - mmaction - INFO - Epoch [95][2020/3757] lr: 1.000e-04, eta: 11:07:33, time: 2.166, data_time: 0.009, memory: 5170, top1_acc: 0.7305, top5_acc: 0.8883, loss_cls: 1.1351, loss: 1.1351, grad_norm: 9.1009 2020-08-02 04:33:31,877 - mmaction - INFO - Epoch [95][2040/3757] lr: 1.000e-04, eta: 11:06:54, time: 1.996, data_time: 0.004, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8820, loss_cls: 1.2056, loss: 1.2056, grad_norm: 9.3621 2020-08-02 04:34:06,183 - mmaction - INFO - Epoch [95][2060/3757] lr: 1.000e-04, eta: 11:06:14, time: 1.714, data_time: 0.008, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8875, loss_cls: 1.1775, loss: 1.1775, grad_norm: 9.3482 2020-08-02 04:34:45,859 - mmaction - INFO - Epoch [95][2080/3757] lr: 1.000e-04, eta: 11:05:35, time: 1.985, data_time: 0.003, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8688, loss_cls: 1.2127, loss: 1.2127, grad_norm: 9.2222 2020-08-02 04:35:26,093 - mmaction - INFO - Epoch [95][2100/3757] lr: 1.000e-04, eta: 11:04:57, time: 2.009, data_time: 0.008, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8781, loss_cls: 1.2512, loss: 1.2512, grad_norm: 9.4768 2020-08-02 04:36:04,305 - mmaction - INFO - Epoch [95][2120/3757] lr: 1.000e-04, eta: 11:04:17, time: 1.914, data_time: 0.008, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8977, loss_cls: 1.1048, loss: 1.1048, grad_norm: 9.2714 2020-08-02 04:36:43,622 - mmaction - INFO - Epoch [95][2140/3757] lr: 1.000e-04, eta: 11:03:38, time: 1.965, data_time: 0.023, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8789, loss_cls: 1.1756, loss: 1.1756, grad_norm: 9.1326 2020-08-02 04:37:19,106 - mmaction - INFO - Epoch [95][2160/3757] lr: 1.000e-04, eta: 11:02:59, time: 1.774, data_time: 0.003, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.1361, loss: 1.1361, grad_norm: 9.1756 2020-08-02 04:38:00,682 - mmaction - INFO - Epoch [95][2180/3757] lr: 1.000e-04, eta: 11:02:20, time: 2.071, data_time: 0.011, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1994, loss: 1.1994, grad_norm: 9.3284 2020-08-02 04:38:37,596 - mmaction - INFO - Epoch [95][2200/3757] lr: 1.000e-04, eta: 11:01:41, time: 1.854, data_time: 0.011, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8836, loss_cls: 1.2098, loss: 1.2098, grad_norm: 9.7714 2020-08-02 04:39:18,217 - mmaction - INFO - Epoch [95][2220/3757] lr: 1.000e-04, eta: 11:01:02, time: 2.023, data_time: 0.152, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8852, loss_cls: 1.1715, loss: 1.1715, grad_norm: 9.4568 2020-08-02 04:39:57,790 - mmaction - INFO - Epoch [95][2240/3757] lr: 1.000e-04, eta: 11:00:23, time: 1.985, data_time: 0.011, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8820, loss_cls: 1.1904, loss: 1.1904, grad_norm: 9.3600 2020-08-02 04:40:36,746 - mmaction - INFO - Epoch [95][2260/3757] lr: 1.000e-04, eta: 10:59:44, time: 1.949, data_time: 0.009, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8734, loss_cls: 1.1838, loss: 1.1838, grad_norm: 9.5230 2020-08-02 04:41:17,697 - mmaction - INFO - Epoch [95][2280/3757] lr: 1.000e-04, eta: 10:59:05, time: 2.049, data_time: 0.004, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8734, loss_cls: 1.2205, loss: 1.2205, grad_norm: 9.4862 2020-08-02 04:41:55,145 - mmaction - INFO - Epoch [95][2300/3757] lr: 1.000e-04, eta: 10:58:26, time: 1.866, data_time: 0.011, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8969, loss_cls: 1.1224, loss: 1.1224, grad_norm: 9.5931 2020-08-02 04:42:34,885 - mmaction - INFO - Epoch [95][2320/3757] lr: 1.000e-04, eta: 10:57:47, time: 1.990, data_time: 0.091, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8812, loss_cls: 1.2200, loss: 1.2200, grad_norm: 9.7792 2020-08-02 04:43:13,970 - mmaction - INFO - Epoch [95][2340/3757] lr: 1.000e-04, eta: 10:57:08, time: 1.949, data_time: 0.064, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8711, loss_cls: 1.2281, loss: 1.2281, grad_norm: 9.5009 2020-08-02 04:43:51,123 - mmaction - INFO - Epoch [95][2360/3757] lr: 1.000e-04, eta: 10:56:29, time: 1.865, data_time: 0.111, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8828, loss_cls: 1.1730, loss: 1.1730, grad_norm: 9.5238 2020-08-02 04:44:32,422 - mmaction - INFO - Epoch [95][2380/3757] lr: 1.000e-04, eta: 10:55:50, time: 2.059, data_time: 0.224, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8742, loss_cls: 1.2298, loss: 1.2298, grad_norm: 9.5494 2020-08-02 04:45:10,321 - mmaction - INFO - Epoch [95][2400/3757] lr: 1.000e-04, eta: 10:55:11, time: 1.901, data_time: 0.015, memory: 5170, top1_acc: 0.7328, top5_acc: 0.8984, loss_cls: 1.1020, loss: 1.1020, grad_norm: 9.4581 2020-08-02 04:45:50,290 - mmaction - INFO - Epoch [95][2420/3757] lr: 1.000e-04, eta: 10:54:32, time: 1.997, data_time: 0.003, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8852, loss_cls: 1.2059, loss: 1.2059, grad_norm: 9.5119 2020-08-02 04:46:27,310 - mmaction - INFO - Epoch [95][2440/3757] lr: 1.000e-04, eta: 10:53:53, time: 1.850, data_time: 0.009, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8742, loss_cls: 1.2022, loss: 1.2022, grad_norm: 9.5315 2020-08-02 04:47:07,494 - mmaction - INFO - Epoch [95][2460/3757] lr: 1.000e-04, eta: 10:53:14, time: 2.010, data_time: 0.012, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8688, loss_cls: 1.2721, loss: 1.2721, grad_norm: 9.3493 2020-08-02 04:47:43,149 - mmaction - INFO - Epoch [95][2480/3757] lr: 1.000e-04, eta: 10:52:35, time: 1.783, data_time: 0.004, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8711, loss_cls: 1.2910, loss: 1.2910, grad_norm: 9.6335 2020-08-02 04:48:21,784 - mmaction - INFO - Epoch [95][2500/3757] lr: 1.000e-04, eta: 10:51:56, time: 1.932, data_time: 0.009, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8695, loss_cls: 1.2157, loss: 1.2157, grad_norm: 9.3500 2020-08-02 04:49:02,589 - mmaction - INFO - Epoch [95][2520/3757] lr: 1.000e-04, eta: 10:51:17, time: 2.038, data_time: 0.009, memory: 5170, top1_acc: 0.7242, top5_acc: 0.9016, loss_cls: 1.1114, loss: 1.1114, grad_norm: 9.2468 2020-08-02 04:49:41,718 - mmaction - INFO - Epoch [95][2540/3757] lr: 1.000e-04, eta: 10:50:38, time: 1.959, data_time: 0.170, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8867, loss_cls: 1.1764, loss: 1.1764, grad_norm: 9.3637 2020-08-02 04:50:22,116 - mmaction - INFO - Epoch [95][2560/3757] lr: 1.000e-04, eta: 10:49:59, time: 2.016, data_time: 0.078, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8945, loss_cls: 1.1505, loss: 1.1505, grad_norm: 9.2910 2020-08-02 04:51:00,415 - mmaction - INFO - Epoch [95][2580/3757] lr: 1.000e-04, eta: 10:49:20, time: 1.919, data_time: 0.124, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8750, loss_cls: 1.1358, loss: 1.1358, grad_norm: 9.1660 2020-08-02 04:51:37,238 - mmaction - INFO - Epoch [95][2600/3757] lr: 1.000e-04, eta: 10:48:40, time: 1.835, data_time: 0.293, memory: 5170, top1_acc: 0.7156, top5_acc: 0.9031, loss_cls: 1.0795, loss: 1.0795, grad_norm: 9.1875 2020-08-02 04:52:20,348 - mmaction - INFO - Epoch [95][2620/3757] lr: 1.000e-04, eta: 10:48:02, time: 2.154, data_time: 1.152, memory: 5170, top1_acc: 0.6820, top5_acc: 0.8664, loss_cls: 1.2580, loss: 1.2580, grad_norm: 9.8748 2020-08-02 04:52:56,217 - mmaction - INFO - Epoch [95][2640/3757] lr: 1.000e-04, eta: 10:47:22, time: 1.801, data_time: 1.218, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8883, loss_cls: 1.1502, loss: 1.1502, grad_norm: 9.4285 2020-08-02 04:53:33,392 - mmaction - INFO - Epoch [95][2660/3757] lr: 1.000e-04, eta: 10:46:43, time: 1.857, data_time: 1.278, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8969, loss_cls: 1.1983, loss: 1.1983, grad_norm: 9.4755 2020-08-02 04:54:13,730 - mmaction - INFO - Epoch [95][2680/3757] lr: 1.000e-04, eta: 10:46:04, time: 2.016, data_time: 1.427, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8719, loss_cls: 1.1965, loss: 1.1965, grad_norm: 9.3099 2020-08-02 04:54:50,793 - mmaction - INFO - Epoch [95][2700/3757] lr: 1.000e-04, eta: 10:45:25, time: 1.857, data_time: 0.853, memory: 5170, top1_acc: 0.7391, top5_acc: 0.8898, loss_cls: 1.1491, loss: 1.1491, grad_norm: 9.2029 2020-08-02 04:55:26,192 - mmaction - INFO - Epoch [95][2720/3757] lr: 1.000e-04, eta: 10:44:46, time: 1.768, data_time: 0.030, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8648, loss_cls: 1.2629, loss: 1.2629, grad_norm: 9.6688 2020-08-02 04:56:11,996 - mmaction - INFO - Epoch [95][2740/3757] lr: 1.000e-04, eta: 10:44:07, time: 2.289, data_time: 0.144, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8742, loss_cls: 1.2199, loss: 1.2199, grad_norm: 9.6361 2020-08-02 04:56:46,904 - mmaction - INFO - Epoch [95][2760/3757] lr: 1.000e-04, eta: 10:43:28, time: 1.745, data_time: 0.009, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8773, loss_cls: 1.1699, loss: 1.1699, grad_norm: 9.4536 2020-08-02 04:57:27,657 - mmaction - INFO - Epoch [95][2780/3757] lr: 1.000e-04, eta: 10:42:49, time: 2.040, data_time: 0.008, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8844, loss_cls: 1.1914, loss: 1.1914, grad_norm: 9.5311 2020-08-02 04:58:06,276 - mmaction - INFO - Epoch [95][2800/3757] lr: 1.000e-04, eta: 10:42:10, time: 1.927, data_time: 0.009, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8805, loss_cls: 1.2151, loss: 1.2151, grad_norm: 9.7841 2020-08-02 04:58:46,178 - mmaction - INFO - Epoch [95][2820/3757] lr: 1.000e-04, eta: 10:41:31, time: 1.999, data_time: 0.010, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8680, loss_cls: 1.2422, loss: 1.2422, grad_norm: 9.6908 2020-08-02 04:59:25,809 - mmaction - INFO - Epoch [95][2840/3757] lr: 1.000e-04, eta: 10:40:52, time: 1.973, data_time: 0.411, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8859, loss_cls: 1.1520, loss: 1.1520, grad_norm: 9.5733 2020-08-02 05:00:08,534 - mmaction - INFO - Epoch [95][2860/3757] lr: 1.000e-04, eta: 10:40:13, time: 2.140, data_time: 0.017, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8789, loss_cls: 1.1623, loss: 1.1623, grad_norm: 9.3884 2020-08-02 05:00:42,748 - mmaction - INFO - Epoch [95][2880/3757] lr: 1.000e-04, eta: 10:39:34, time: 1.716, data_time: 0.013, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8828, loss_cls: 1.1919, loss: 1.1919, grad_norm: 9.3639 2020-08-02 05:01:20,823 - mmaction - INFO - Epoch [95][2900/3757] lr: 1.000e-04, eta: 10:38:55, time: 1.901, data_time: 0.009, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8914, loss_cls: 1.1074, loss: 1.1074, grad_norm: 9.3605 2020-08-02 05:02:03,509 - mmaction - INFO - Epoch [95][2920/3757] lr: 1.000e-04, eta: 10:38:16, time: 2.135, data_time: 0.005, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8812, loss_cls: 1.2090, loss: 1.2090, grad_norm: 9.6049 2020-08-02 05:02:40,406 - mmaction - INFO - Epoch [95][2940/3757] lr: 1.000e-04, eta: 10:37:37, time: 1.846, data_time: 0.005, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8898, loss_cls: 1.1173, loss: 1.1173, grad_norm: 9.4335 2020-08-02 05:03:18,259 - mmaction - INFO - Epoch [95][2960/3757] lr: 1.000e-04, eta: 10:36:58, time: 1.892, data_time: 0.003, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8844, loss_cls: 1.1922, loss: 1.1922, grad_norm: 9.4221 2020-08-02 05:03:59,664 - mmaction - INFO - Epoch [95][2980/3757] lr: 1.000e-04, eta: 10:36:19, time: 2.071, data_time: 0.168, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8727, loss_cls: 1.1527, loss: 1.1527, grad_norm: 9.2718 2020-08-02 05:04:39,619 - mmaction - INFO - Epoch [95][3000/3757] lr: 1.000e-04, eta: 10:35:40, time: 1.996, data_time: 0.003, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8766, loss_cls: 1.2003, loss: 1.2003, grad_norm: 9.1736 2020-08-02 05:05:14,923 - mmaction - INFO - Epoch [95][3020/3757] lr: 1.000e-04, eta: 10:35:01, time: 1.761, data_time: 0.009, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8875, loss_cls: 1.2159, loss: 1.2159, grad_norm: 9.5384 2020-08-02 05:05:55,460 - mmaction - INFO - Epoch [95][3040/3757] lr: 1.000e-04, eta: 10:34:22, time: 2.032, data_time: 0.010, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8844, loss_cls: 1.2012, loss: 1.2012, grad_norm: 9.5593 2020-08-02 05:06:33,373 - mmaction - INFO - Epoch [95][3060/3757] lr: 1.000e-04, eta: 10:33:43, time: 1.895, data_time: 0.023, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8766, loss_cls: 1.2293, loss: 1.2293, grad_norm: 9.6629 2020-08-02 05:07:08,559 - mmaction - INFO - Epoch [95][3080/3757] lr: 1.000e-04, eta: 10:33:03, time: 1.762, data_time: 0.006, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8828, loss_cls: 1.1939, loss: 1.1939, grad_norm: 9.6685 2020-08-02 05:07:49,840 - mmaction - INFO - Epoch [95][3100/3757] lr: 1.000e-04, eta: 10:32:24, time: 2.063, data_time: 0.007, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8797, loss_cls: 1.1736, loss: 1.1736, grad_norm: 9.3478 2020-08-02 05:08:30,656 - mmaction - INFO - Epoch [95][3120/3757] lr: 1.000e-04, eta: 10:31:45, time: 2.042, data_time: 0.004, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8688, loss_cls: 1.2128, loss: 1.2128, grad_norm: 9.3412 2020-08-02 05:09:05,719 - mmaction - INFO - Epoch [95][3140/3757] lr: 1.000e-04, eta: 10:31:06, time: 1.751, data_time: 0.009, memory: 5170, top1_acc: 0.7422, top5_acc: 0.8922, loss_cls: 1.1163, loss: 1.1163, grad_norm: 8.8346 2020-08-02 05:09:44,126 - mmaction - INFO - Epoch [95][3160/3757] lr: 1.000e-04, eta: 10:30:27, time: 1.922, data_time: 0.008, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8844, loss_cls: 1.1059, loss: 1.1059, grad_norm: 9.2595 2020-08-02 05:10:23,530 - mmaction - INFO - Epoch [95][3180/3757] lr: 1.000e-04, eta: 10:29:48, time: 1.968, data_time: 0.437, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8844, loss_cls: 1.1630, loss: 1.1630, grad_norm: 9.4398 2020-08-02 05:11:04,410 - mmaction - INFO - Epoch [95][3200/3757] lr: 1.000e-04, eta: 10:29:09, time: 2.046, data_time: 0.478, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8914, loss_cls: 1.2293, loss: 1.2293, grad_norm: 9.7411 2020-08-02 05:11:42,141 - mmaction - INFO - Epoch [95][3220/3757] lr: 1.000e-04, eta: 10:28:30, time: 1.881, data_time: 0.008, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8844, loss_cls: 1.1411, loss: 1.1411, grad_norm: 9.2268 2020-08-02 05:12:19,937 - mmaction - INFO - Epoch [95][3240/3757] lr: 1.000e-04, eta: 10:27:51, time: 1.887, data_time: 0.009, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8766, loss_cls: 1.2451, loss: 1.2451, grad_norm: 9.5801 2020-08-02 05:13:02,354 - mmaction - INFO - Epoch [95][3260/3757] lr: 1.000e-04, eta: 10:27:12, time: 2.129, data_time: 0.012, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8914, loss_cls: 1.1479, loss: 1.1479, grad_norm: 9.2635 2020-08-02 05:13:40,246 - mmaction - INFO - Epoch [95][3280/3757] lr: 1.000e-04, eta: 10:26:33, time: 1.891, data_time: 0.004, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8852, loss_cls: 1.1879, loss: 1.1879, grad_norm: 9.4724 2020-08-02 05:14:21,207 - mmaction - INFO - Epoch [95][3300/3757] lr: 1.000e-04, eta: 10:25:54, time: 2.050, data_time: 0.013, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8906, loss_cls: 1.1297, loss: 1.1297, grad_norm: 8.9918 2020-08-02 05:14:58,186 - mmaction - INFO - Epoch [95][3320/3757] lr: 1.000e-04, eta: 10:25:15, time: 1.850, data_time: 0.008, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8836, loss_cls: 1.1989, loss: 1.1989, grad_norm: 9.7225 2020-08-02 05:15:37,713 - mmaction - INFO - Epoch [95][3340/3757] lr: 1.000e-04, eta: 10:24:36, time: 1.972, data_time: 0.052, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8875, loss_cls: 1.1843, loss: 1.1843, grad_norm: 9.5636 2020-08-02 05:16:15,780 - mmaction - INFO - Epoch [95][3360/3757] lr: 1.000e-04, eta: 10:23:57, time: 1.911, data_time: 0.010, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8984, loss_cls: 1.1102, loss: 1.1102, grad_norm: 9.4354 2020-08-02 05:16:55,963 - mmaction - INFO - Epoch [95][3380/3757] lr: 1.000e-04, eta: 10:23:18, time: 2.004, data_time: 0.007, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8883, loss_cls: 1.1528, loss: 1.1528, grad_norm: 9.2443 2020-08-02 05:17:34,298 - mmaction - INFO - Epoch [95][3400/3757] lr: 1.000e-04, eta: 10:22:39, time: 1.921, data_time: 0.007, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8828, loss_cls: 1.1702, loss: 1.1702, grad_norm: 9.4580 2020-08-02 05:18:13,089 - mmaction - INFO - Epoch [95][3420/3757] lr: 1.000e-04, eta: 10:22:00, time: 1.938, data_time: 0.008, memory: 5170, top1_acc: 0.7344, top5_acc: 0.8883, loss_cls: 1.0999, loss: 1.0999, grad_norm: 9.4010 2020-08-02 05:18:48,373 - mmaction - INFO - Epoch [95][3440/3757] lr: 1.000e-04, eta: 10:21:21, time: 1.763, data_time: 0.004, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1717, loss: 1.1717, grad_norm: 9.2266 2020-08-02 05:19:28,366 - mmaction - INFO - Epoch [95][3460/3757] lr: 1.000e-04, eta: 10:20:42, time: 2.001, data_time: 0.016, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8727, loss_cls: 1.1820, loss: 1.1820, grad_norm: 9.5389 2020-08-02 05:20:08,733 - mmaction - INFO - Epoch [95][3480/3757] lr: 1.000e-04, eta: 10:20:03, time: 2.019, data_time: 0.004, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8883, loss_cls: 1.1705, loss: 1.1705, grad_norm: 9.5095 2020-08-02 05:20:51,205 - mmaction - INFO - Epoch [95][3500/3757] lr: 1.000e-04, eta: 10:19:24, time: 2.124, data_time: 0.003, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8844, loss_cls: 1.2110, loss: 1.2110, grad_norm: 9.4823 2020-08-02 05:21:30,892 - mmaction - INFO - Epoch [95][3520/3757] lr: 1.000e-04, eta: 10:18:45, time: 1.977, data_time: 0.007, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8828, loss_cls: 1.1610, loss: 1.1610, grad_norm: 9.3252 2020-08-02 05:22:07,704 - mmaction - INFO - Epoch [95][3540/3757] lr: 1.000e-04, eta: 10:18:06, time: 1.847, data_time: 0.011, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8969, loss_cls: 1.0973, loss: 1.0973, grad_norm: 9.0284 2020-08-02 05:22:48,805 - mmaction - INFO - Epoch [95][3560/3757] lr: 1.000e-04, eta: 10:17:27, time: 2.050, data_time: 0.002, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8812, loss_cls: 1.1655, loss: 1.1655, grad_norm: 9.2581 2020-08-02 05:23:27,440 - mmaction - INFO - Epoch [95][3580/3757] lr: 1.000e-04, eta: 10:16:48, time: 1.936, data_time: 0.008, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8758, loss_cls: 1.1987, loss: 1.1987, grad_norm: 9.5684 2020-08-02 05:24:05,747 - mmaction - INFO - Epoch [95][3600/3757] lr: 1.000e-04, eta: 10:16:09, time: 1.916, data_time: 0.008, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8727, loss_cls: 1.2637, loss: 1.2637, grad_norm: 9.9141 2020-08-02 05:24:42,638 - mmaction - INFO - Epoch [95][3620/3757] lr: 1.000e-04, eta: 10:15:29, time: 1.845, data_time: 0.003, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8789, loss_cls: 1.2162, loss: 1.2162, grad_norm: 9.4630 2020-08-02 05:25:21,262 - mmaction - INFO - Epoch [95][3640/3757] lr: 1.000e-04, eta: 10:14:50, time: 1.924, data_time: 0.008, memory: 5170, top1_acc: 0.7328, top5_acc: 0.8898, loss_cls: 1.1545, loss: 1.1545, grad_norm: 9.3300 2020-08-02 05:26:00,657 - mmaction - INFO - Epoch [95][3660/3757] lr: 1.000e-04, eta: 10:14:11, time: 1.976, data_time: 0.009, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8867, loss_cls: 1.1390, loss: 1.1390, grad_norm: 9.4465 2020-08-02 05:26:41,241 - mmaction - INFO - Epoch [95][3680/3757] lr: 1.000e-04, eta: 10:13:32, time: 2.027, data_time: 0.009, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8617, loss_cls: 1.2614, loss: 1.2614, grad_norm: 9.4312 2020-08-02 05:27:21,124 - mmaction - INFO - Epoch [95][3700/3757] lr: 1.000e-04, eta: 10:12:53, time: 1.997, data_time: 0.009, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8734, loss_cls: 1.2396, loss: 1.2396, grad_norm: 9.8436 2020-08-02 05:27:59,183 - mmaction - INFO - Epoch [95][3720/3757] lr: 1.000e-04, eta: 10:12:14, time: 1.897, data_time: 0.007, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8883, loss_cls: 1.2303, loss: 1.2303, grad_norm: 9.5144 2020-08-02 05:28:39,369 - mmaction - INFO - Epoch [95][3740/3757] lr: 1.000e-04, eta: 10:11:35, time: 2.015, data_time: 0.009, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8969, loss_cls: 1.1278, loss: 1.1278, grad_norm: 9.2271 2020-08-02 05:29:03,702 - mmaction - INFO - Saving checkpoint at 95 epochs 2020-08-02 05:30:02,366 - mmaction - INFO - Epoch [96][20/3757] lr: 1.000e-04, eta: 10:10:22, time: 2.857, data_time: 1.013, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8773, loss_cls: 1.1850, loss: 1.1850, grad_norm: 9.9284 2020-08-02 05:30:37,302 - mmaction - INFO - Epoch [96][40/3757] lr: 1.000e-04, eta: 10:09:43, time: 1.755, data_time: 0.669, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8859, loss_cls: 1.1323, loss: 1.1323, grad_norm: 9.2205 2020-08-02 05:31:18,542 - mmaction - INFO - Epoch [96][60/3757] lr: 1.000e-04, eta: 10:09:04, time: 2.055, data_time: 0.920, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8867, loss_cls: 1.1319, loss: 1.1319, grad_norm: 9.3668 2020-08-02 05:31:59,457 - mmaction - INFO - Epoch [96][80/3757] lr: 1.000e-04, eta: 10:08:25, time: 2.051, data_time: 0.443, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8805, loss_cls: 1.1726, loss: 1.1726, grad_norm: 9.0916 2020-08-02 05:32:38,040 - mmaction - INFO - Epoch [96][100/3757] lr: 1.000e-04, eta: 10:07:46, time: 1.921, data_time: 0.581, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8930, loss_cls: 1.1374, loss: 1.1374, grad_norm: 9.3518 2020-08-02 05:33:15,316 - mmaction - INFO - Epoch [96][120/3757] lr: 1.000e-04, eta: 10:07:07, time: 1.873, data_time: 0.730, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8875, loss_cls: 1.1920, loss: 1.1920, grad_norm: 9.4370 2020-08-02 05:33:55,866 - mmaction - INFO - Epoch [96][140/3757] lr: 1.000e-04, eta: 10:06:28, time: 2.021, data_time: 0.154, memory: 5170, top1_acc: 0.7289, top5_acc: 0.9023, loss_cls: 1.0651, loss: 1.0651, grad_norm: 9.1679 2020-08-02 05:34:34,990 - mmaction - INFO - Epoch [96][160/3757] lr: 1.000e-04, eta: 10:05:49, time: 1.954, data_time: 0.428, memory: 5170, top1_acc: 0.7375, top5_acc: 0.8906, loss_cls: 1.0948, loss: 1.0948, grad_norm: 8.8129 2020-08-02 05:35:12,693 - mmaction - INFO - Epoch [96][180/3757] lr: 1.000e-04, eta: 10:05:10, time: 1.886, data_time: 1.007, memory: 5170, top1_acc: 0.6844, top5_acc: 0.8766, loss_cls: 1.2149, loss: 1.2149, grad_norm: 9.8915 2020-08-02 05:35:51,911 - mmaction - INFO - Epoch [96][200/3757] lr: 1.000e-04, eta: 10:04:31, time: 1.968, data_time: 0.354, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8883, loss_cls: 1.1612, loss: 1.1612, grad_norm: 9.2960 2020-08-02 05:36:34,632 - mmaction - INFO - Epoch [96][220/3757] lr: 1.000e-04, eta: 10:03:52, time: 2.129, data_time: 0.020, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8609, loss_cls: 1.2773, loss: 1.2773, grad_norm: 9.5403 2020-08-02 05:37:11,602 - mmaction - INFO - Epoch [96][240/3757] lr: 1.000e-04, eta: 10:03:13, time: 1.856, data_time: 0.010, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8844, loss_cls: 1.1748, loss: 1.1748, grad_norm: 9.4793 2020-08-02 05:37:50,506 - mmaction - INFO - Epoch [96][260/3757] lr: 1.000e-04, eta: 10:02:34, time: 1.938, data_time: 0.008, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8680, loss_cls: 1.2313, loss: 1.2313, grad_norm: 9.4228 2020-08-02 05:38:32,525 - mmaction - INFO - Epoch [96][280/3757] lr: 1.000e-04, eta: 10:01:55, time: 2.107, data_time: 0.343, memory: 5170, top1_acc: 0.7109, top5_acc: 0.9008, loss_cls: 1.1515, loss: 1.1515, grad_norm: 9.5940 2020-08-02 05:39:11,938 - mmaction - INFO - Epoch [96][300/3757] lr: 1.000e-04, eta: 10:01:16, time: 1.970, data_time: 0.014, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8922, loss_cls: 1.1616, loss: 1.1616, grad_norm: 9.5538 2020-08-02 05:39:51,119 - mmaction - INFO - Epoch [96][320/3757] lr: 1.000e-04, eta: 10:00:37, time: 1.960, data_time: 0.013, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8883, loss_cls: 1.1257, loss: 1.1257, grad_norm: 9.2378 2020-08-02 05:40:25,310 - mmaction - INFO - Epoch [96][340/3757] lr: 1.000e-04, eta: 9:59:58, time: 1.705, data_time: 0.053, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8766, loss_cls: 1.1710, loss: 1.1710, grad_norm: 9.4031 2020-08-02 05:41:07,768 - mmaction - INFO - Epoch [96][360/3757] lr: 1.000e-04, eta: 9:59:19, time: 2.128, data_time: 0.338, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8891, loss_cls: 1.1638, loss: 1.1638, grad_norm: 9.6408 2020-08-02 05:41:48,042 - mmaction - INFO - Epoch [96][380/3757] lr: 1.000e-04, eta: 9:58:40, time: 2.008, data_time: 0.007, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8734, loss_cls: 1.2244, loss: 1.2244, grad_norm: 9.4379 2020-08-02 05:42:23,015 - mmaction - INFO - Epoch [96][400/3757] lr: 1.000e-04, eta: 9:58:01, time: 1.747, data_time: 0.174, memory: 5170, top1_acc: 0.7375, top5_acc: 0.8906, loss_cls: 1.0815, loss: 1.0815, grad_norm: 9.0275 2020-08-02 05:43:04,177 - mmaction - INFO - Epoch [96][420/3757] lr: 1.000e-04, eta: 9:57:22, time: 2.065, data_time: 0.612, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8719, loss_cls: 1.2333, loss: 1.2333, grad_norm: 9.7515 2020-08-02 05:43:44,527 - mmaction - INFO - Epoch [96][440/3757] lr: 1.000e-04, eta: 9:56:43, time: 2.015, data_time: 1.123, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8797, loss_cls: 1.1685, loss: 1.1685, grad_norm: 9.0845 2020-08-02 05:44:21,516 - mmaction - INFO - Epoch [96][460/3757] lr: 1.000e-04, eta: 9:56:04, time: 1.845, data_time: 1.281, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8883, loss_cls: 1.1490, loss: 1.1490, grad_norm: 9.1973 2020-08-02 05:45:03,174 - mmaction - INFO - Epoch [96][480/3757] lr: 1.000e-04, eta: 9:55:25, time: 2.088, data_time: 1.328, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8797, loss_cls: 1.2153, loss: 1.2153, grad_norm: 9.3560 2020-08-02 05:45:38,981 - mmaction - INFO - Epoch [96][500/3757] lr: 1.000e-04, eta: 9:54:45, time: 1.791, data_time: 0.617, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8758, loss_cls: 1.2107, loss: 1.2107, grad_norm: 9.4099 2020-08-02 05:46:20,067 - mmaction - INFO - Epoch [96][520/3757] lr: 1.000e-04, eta: 9:54:07, time: 2.055, data_time: 1.043, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8844, loss_cls: 1.1923, loss: 1.1923, grad_norm: 9.4928 2020-08-02 05:46:56,755 - mmaction - INFO - Epoch [96][540/3757] lr: 1.000e-04, eta: 9:53:27, time: 1.832, data_time: 1.241, memory: 5170, top1_acc: 0.7336, top5_acc: 0.9086, loss_cls: 1.0483, loss: 1.0483, grad_norm: 9.1694 2020-08-02 05:47:38,892 - mmaction - INFO - Epoch [96][560/3757] lr: 1.000e-04, eta: 9:52:49, time: 2.102, data_time: 1.365, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8852, loss_cls: 1.1624, loss: 1.1624, grad_norm: 9.3436 2020-08-02 05:48:14,531 - mmaction - INFO - Epoch [96][580/3757] lr: 1.000e-04, eta: 9:52:09, time: 1.790, data_time: 0.368, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8750, loss_cls: 1.2613, loss: 1.2613, grad_norm: 9.6849 2020-08-02 05:48:54,953 - mmaction - INFO - Epoch [96][600/3757] lr: 1.000e-04, eta: 9:51:30, time: 2.011, data_time: 0.121, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8797, loss_cls: 1.1392, loss: 1.1392, grad_norm: 9.1583 2020-08-02 05:49:29,909 - mmaction - INFO - Epoch [96][620/3757] lr: 1.000e-04, eta: 9:50:51, time: 1.749, data_time: 0.225, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8781, loss_cls: 1.1523, loss: 1.1523, grad_norm: 9.2603 2020-08-02 05:50:11,340 - mmaction - INFO - Epoch [96][640/3757] lr: 1.000e-04, eta: 9:50:12, time: 2.078, data_time: 0.435, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8875, loss_cls: 1.1597, loss: 1.1597, grad_norm: 9.8949 2020-08-02 05:50:51,965 - mmaction - INFO - Epoch [96][660/3757] lr: 1.000e-04, eta: 9:49:33, time: 2.032, data_time: 0.082, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8758, loss_cls: 1.2438, loss: 1.2438, grad_norm: 9.6413 2020-08-02 05:51:32,685 - mmaction - INFO - Epoch [96][680/3757] lr: 1.000e-04, eta: 9:48:54, time: 2.030, data_time: 0.008, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8789, loss_cls: 1.1767, loss: 1.1767, grad_norm: 9.4467 2020-08-02 05:52:14,140 - mmaction - INFO - Epoch [96][700/3757] lr: 1.000e-04, eta: 9:48:15, time: 2.080, data_time: 0.010, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8766, loss_cls: 1.2245, loss: 1.2245, grad_norm: 9.5059 2020-08-02 05:52:50,314 - mmaction - INFO - Epoch [96][720/3757] lr: 1.000e-04, eta: 9:47:36, time: 1.808, data_time: 0.247, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8945, loss_cls: 1.1325, loss: 1.1325, grad_norm: 9.4770 2020-08-02 05:53:27,756 - mmaction - INFO - Epoch [96][740/3757] lr: 1.000e-04, eta: 9:46:57, time: 1.870, data_time: 1.061, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8938, loss_cls: 1.0630, loss: 1.0630, grad_norm: 8.9779 2020-08-02 05:54:12,682 - mmaction - INFO - Epoch [96][760/3757] lr: 1.000e-04, eta: 9:46:18, time: 2.247, data_time: 1.691, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8664, loss_cls: 1.2695, loss: 1.2695, grad_norm: 9.5352 2020-08-02 05:54:49,022 - mmaction - INFO - Epoch [96][780/3757] lr: 1.000e-04, eta: 9:45:39, time: 1.818, data_time: 1.240, memory: 5170, top1_acc: 0.7500, top5_acc: 0.8984, loss_cls: 1.0961, loss: 1.0961, grad_norm: 9.1868 2020-08-02 05:55:24,748 - mmaction - INFO - Epoch [96][800/3757] lr: 1.000e-04, eta: 9:45:00, time: 1.782, data_time: 1.111, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8844, loss_cls: 1.2081, loss: 1.2081, grad_norm: 9.7333 2020-08-02 05:56:03,551 - mmaction - INFO - Epoch [96][820/3757] lr: 1.000e-04, eta: 9:44:21, time: 1.944, data_time: 0.622, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8867, loss_cls: 1.1430, loss: 1.1430, grad_norm: 9.2989 2020-08-02 05:56:42,682 - mmaction - INFO - Epoch [96][840/3757] lr: 1.000e-04, eta: 9:43:42, time: 1.950, data_time: 1.032, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8914, loss_cls: 1.1201, loss: 1.1201, grad_norm: 9.1367 2020-08-02 05:57:22,755 - mmaction - INFO - Epoch [96][860/3757] lr: 1.000e-04, eta: 9:43:03, time: 2.011, data_time: 1.389, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8844, loss_cls: 1.1412, loss: 1.1412, grad_norm: 9.1500 2020-08-02 05:58:01,533 - mmaction - INFO - Epoch [96][880/3757] lr: 1.000e-04, eta: 9:42:24, time: 1.933, data_time: 1.365, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8828, loss_cls: 1.2565, loss: 1.2565, grad_norm: 9.5819 2020-08-02 05:58:43,227 - mmaction - INFO - Epoch [96][900/3757] lr: 1.000e-04, eta: 9:41:45, time: 2.090, data_time: 1.504, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8766, loss_cls: 1.2563, loss: 1.2563, grad_norm: 10.0119 2020-08-02 05:59:19,833 - mmaction - INFO - Epoch [96][920/3757] lr: 1.000e-04, eta: 9:41:06, time: 1.828, data_time: 1.198, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8852, loss_cls: 1.1627, loss: 1.1627, grad_norm: 9.2413 2020-08-02 05:59:58,620 - mmaction - INFO - Epoch [96][940/3757] lr: 1.000e-04, eta: 9:40:27, time: 1.941, data_time: 0.030, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8797, loss_cls: 1.1571, loss: 1.1571, grad_norm: 9.2399 2020-08-02 06:00:38,586 - mmaction - INFO - Epoch [96][960/3757] lr: 1.000e-04, eta: 9:39:48, time: 1.982, data_time: 0.022, memory: 5170, top1_acc: 0.7523, top5_acc: 0.9086, loss_cls: 1.0354, loss: 1.0354, grad_norm: 8.8091 2020-08-02 06:01:15,315 - mmaction - INFO - Epoch [96][980/3757] lr: 1.000e-04, eta: 9:39:09, time: 1.855, data_time: 0.367, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8805, loss_cls: 1.2032, loss: 1.2032, grad_norm: 9.4761 2020-08-02 06:01:57,700 - mmaction - INFO - Epoch [96][1000/3757] lr: 1.000e-04, eta: 9:38:30, time: 2.114, data_time: 0.958, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8672, loss_cls: 1.2599, loss: 1.2599, grad_norm: 9.2417 2020-08-02 06:02:34,848 - mmaction - INFO - Epoch [96][1020/3757] lr: 1.000e-04, eta: 9:37:51, time: 1.860, data_time: 0.355, memory: 5170, top1_acc: 0.7180, top5_acc: 0.9008, loss_cls: 1.1013, loss: 1.1013, grad_norm: 9.5161 2020-08-02 06:03:14,204 - mmaction - INFO - Epoch [96][1040/3757] lr: 1.000e-04, eta: 9:37:12, time: 1.968, data_time: 0.111, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8664, loss_cls: 1.3094, loss: 1.3094, grad_norm: 9.9501 2020-08-02 06:03:53,499 - mmaction - INFO - Epoch [96][1060/3757] lr: 1.000e-04, eta: 9:36:33, time: 1.966, data_time: 0.103, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8781, loss_cls: 1.1816, loss: 1.1816, grad_norm: 9.5633 2020-08-02 06:04:33,660 - mmaction - INFO - Epoch [96][1080/3757] lr: 1.000e-04, eta: 9:35:54, time: 2.009, data_time: 0.068, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8797, loss_cls: 1.2309, loss: 1.2309, grad_norm: 9.3295 2020-08-02 06:05:10,929 - mmaction - INFO - Epoch [96][1100/3757] lr: 1.000e-04, eta: 9:35:15, time: 1.865, data_time: 0.096, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8844, loss_cls: 1.1457, loss: 1.1457, grad_norm: 9.1471 2020-08-02 06:05:49,907 - mmaction - INFO - Epoch [96][1120/3757] lr: 1.000e-04, eta: 9:34:36, time: 1.947, data_time: 0.837, memory: 5170, top1_acc: 0.7336, top5_acc: 0.8844, loss_cls: 1.1191, loss: 1.1191, grad_norm: 9.1603 2020-08-02 06:06:27,386 - mmaction - INFO - Epoch [96][1140/3757] lr: 1.000e-04, eta: 9:33:56, time: 1.875, data_time: 0.432, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8781, loss_cls: 1.2273, loss: 1.2273, grad_norm: 9.5672 2020-08-02 06:07:10,156 - mmaction - INFO - Epoch [96][1160/3757] lr: 1.000e-04, eta: 9:33:18, time: 2.139, data_time: 0.352, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8852, loss_cls: 1.1160, loss: 1.1160, grad_norm: 8.9695 2020-08-02 06:07:46,397 - mmaction - INFO - Epoch [96][1180/3757] lr: 1.000e-04, eta: 9:32:38, time: 1.811, data_time: 0.042, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.1954, loss: 1.1954, grad_norm: 9.6960 2020-08-02 06:08:25,024 - mmaction - INFO - Epoch [96][1200/3757] lr: 1.000e-04, eta: 9:31:59, time: 1.931, data_time: 0.071, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8859, loss_cls: 1.1578, loss: 1.1578, grad_norm: 9.5087 2020-08-02 06:09:04,429 - mmaction - INFO - Epoch [96][1220/3757] lr: 1.000e-04, eta: 9:31:20, time: 1.968, data_time: 0.090, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8867, loss_cls: 1.2041, loss: 1.2041, grad_norm: 9.6704 2020-08-02 06:09:43,677 - mmaction - INFO - Epoch [96][1240/3757] lr: 1.000e-04, eta: 9:30:41, time: 1.965, data_time: 0.016, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8906, loss_cls: 1.1413, loss: 1.1413, grad_norm: 9.3260 2020-08-02 06:10:24,233 - mmaction - INFO - Epoch [96][1260/3757] lr: 1.000e-04, eta: 9:30:02, time: 2.026, data_time: 0.031, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8734, loss_cls: 1.2269, loss: 1.2269, grad_norm: 9.4219 2020-08-02 06:11:02,018 - mmaction - INFO - Epoch [96][1280/3757] lr: 1.000e-04, eta: 9:29:23, time: 1.889, data_time: 0.156, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8875, loss_cls: 1.1263, loss: 1.1263, grad_norm: 9.3141 2020-08-02 06:11:36,338 - mmaction - INFO - Epoch [96][1300/3757] lr: 1.000e-04, eta: 9:28:44, time: 1.719, data_time: 0.861, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8945, loss_cls: 1.0884, loss: 1.0884, grad_norm: 9.3578 2020-08-02 06:12:19,195 - mmaction - INFO - Epoch [96][1320/3757] lr: 1.000e-04, eta: 9:28:05, time: 2.138, data_time: 0.424, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8758, loss_cls: 1.1920, loss: 1.1920, grad_norm: 9.1908 2020-08-02 06:13:03,055 - mmaction - INFO - Epoch [96][1340/3757] lr: 1.000e-04, eta: 9:27:26, time: 2.198, data_time: 0.008, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8875, loss_cls: 1.1668, loss: 1.1668, grad_norm: 9.4791 2020-08-02 06:13:37,663 - mmaction - INFO - Epoch [96][1360/3757] lr: 1.000e-04, eta: 9:26:47, time: 1.725, data_time: 0.119, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8805, loss_cls: 1.1427, loss: 1.1427, grad_norm: 9.4601 2020-08-02 06:14:20,027 - mmaction - INFO - Epoch [96][1380/3757] lr: 1.000e-04, eta: 9:26:08, time: 2.123, data_time: 0.130, memory: 5170, top1_acc: 0.7344, top5_acc: 0.8992, loss_cls: 1.0512, loss: 1.0512, grad_norm: 8.8328 2020-08-02 06:14:58,662 - mmaction - INFO - Epoch [96][1400/3757] lr: 1.000e-04, eta: 9:25:29, time: 1.927, data_time: 0.003, memory: 5170, top1_acc: 0.7320, top5_acc: 0.8922, loss_cls: 1.1256, loss: 1.1256, grad_norm: 9.1753 2020-08-02 06:15:38,926 - mmaction - INFO - Epoch [96][1420/3757] lr: 1.000e-04, eta: 9:24:50, time: 2.011, data_time: 0.008, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8695, loss_cls: 1.1977, loss: 1.1977, grad_norm: 9.4788 2020-08-02 06:16:15,008 - mmaction - INFO - Epoch [96][1440/3757] lr: 1.000e-04, eta: 9:24:11, time: 1.810, data_time: 0.010, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8984, loss_cls: 1.0991, loss: 1.0991, grad_norm: 9.0999 2020-08-02 06:16:55,011 - mmaction - INFO - Epoch [96][1460/3757] lr: 1.000e-04, eta: 9:23:32, time: 2.001, data_time: 0.011, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8766, loss_cls: 1.2396, loss: 1.2396, grad_norm: 9.6761 2020-08-02 06:17:35,894 - mmaction - INFO - Epoch [96][1480/3757] lr: 1.000e-04, eta: 9:22:53, time: 2.041, data_time: 0.007, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8641, loss_cls: 1.2749, loss: 1.2749, grad_norm: 9.9396 2020-08-02 06:18:19,947 - mmaction - INFO - Epoch [96][1500/3757] lr: 1.000e-04, eta: 9:22:14, time: 2.205, data_time: 0.008, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8680, loss_cls: 1.2992, loss: 1.2992, grad_norm: 9.6989 2020-08-02 06:18:56,503 - mmaction - INFO - Epoch [96][1520/3757] lr: 1.000e-04, eta: 9:21:35, time: 1.827, data_time: 0.007, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8852, loss_cls: 1.2018, loss: 1.2018, grad_norm: 9.5280 2020-08-02 06:19:35,992 - mmaction - INFO - Epoch [96][1540/3757] lr: 1.000e-04, eta: 9:20:56, time: 1.973, data_time: 0.005, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8922, loss_cls: 1.1701, loss: 1.1701, grad_norm: 9.6790 2020-08-02 06:20:17,378 - mmaction - INFO - Epoch [96][1560/3757] lr: 1.000e-04, eta: 9:20:17, time: 2.072, data_time: 0.009, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8867, loss_cls: 1.1688, loss: 1.1688, grad_norm: 9.5185 2020-08-02 06:20:54,353 - mmaction - INFO - Epoch [96][1580/3757] lr: 1.000e-04, eta: 9:19:38, time: 1.847, data_time: 0.013, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8867, loss_cls: 1.2228, loss: 1.2228, grad_norm: 9.7209 2020-08-02 06:21:30,813 - mmaction - INFO - Epoch [96][1600/3757] lr: 1.000e-04, eta: 9:18:59, time: 1.825, data_time: 0.005, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8719, loss_cls: 1.2685, loss: 1.2685, grad_norm: 9.7059 2020-08-02 06:22:11,636 - mmaction - INFO - Epoch [96][1620/3757] lr: 1.000e-04, eta: 9:18:20, time: 2.041, data_time: 0.003, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8797, loss_cls: 1.2012, loss: 1.2012, grad_norm: 9.4755 2020-08-02 06:22:50,781 - mmaction - INFO - Epoch [96][1640/3757] lr: 1.000e-04, eta: 9:17:41, time: 1.956, data_time: 0.017, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8719, loss_cls: 1.1941, loss: 1.1941, grad_norm: 9.7048 2020-08-02 06:23:29,022 - mmaction - INFO - Epoch [96][1660/3757] lr: 1.000e-04, eta: 9:17:02, time: 1.907, data_time: 0.261, memory: 5170, top1_acc: 0.7352, top5_acc: 0.8969, loss_cls: 1.1139, loss: 1.1139, grad_norm: 9.1627 2020-08-02 06:24:08,725 - mmaction - INFO - Epoch [96][1680/3757] lr: 1.000e-04, eta: 9:16:23, time: 1.992, data_time: 0.222, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8875, loss_cls: 1.1556, loss: 1.1556, grad_norm: 9.3800 2020-08-02 06:24:51,838 - mmaction - INFO - Epoch [96][1700/3757] lr: 1.000e-04, eta: 9:15:44, time: 2.154, data_time: 0.411, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8750, loss_cls: 1.2185, loss: 1.2185, grad_norm: 9.3884 2020-08-02 06:25:27,488 - mmaction - INFO - Epoch [96][1720/3757] lr: 1.000e-04, eta: 9:15:05, time: 1.780, data_time: 0.009, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8711, loss_cls: 1.2503, loss: 1.2503, grad_norm: 9.7621 2020-08-02 06:26:09,925 - mmaction - INFO - Epoch [96][1740/3757] lr: 1.000e-04, eta: 9:14:26, time: 2.123, data_time: 0.011, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8867, loss_cls: 1.1397, loss: 1.1397, grad_norm: 9.0057 2020-08-02 06:26:50,549 - mmaction - INFO - Epoch [96][1760/3757] lr: 1.000e-04, eta: 9:13:47, time: 2.033, data_time: 0.010, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8805, loss_cls: 1.2069, loss: 1.2069, grad_norm: 9.4072 2020-08-02 06:27:27,665 - mmaction - INFO - Epoch [96][1780/3757] lr: 1.000e-04, eta: 9:13:08, time: 1.850, data_time: 0.010, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8930, loss_cls: 1.1065, loss: 1.1065, grad_norm: 9.4414 2020-08-02 06:28:06,668 - mmaction - INFO - Epoch [96][1800/3757] lr: 1.000e-04, eta: 9:12:29, time: 1.956, data_time: 0.017, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8805, loss_cls: 1.2028, loss: 1.2028, grad_norm: 9.5729 2020-08-02 06:28:42,085 - mmaction - INFO - Epoch [96][1820/3757] lr: 1.000e-04, eta: 9:11:50, time: 1.766, data_time: 0.057, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8859, loss_cls: 1.1513, loss: 1.1513, grad_norm: 9.2259 2020-08-02 06:29:19,742 - mmaction - INFO - Epoch [96][1840/3757] lr: 1.000e-04, eta: 9:11:11, time: 1.889, data_time: 0.591, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8758, loss_cls: 1.1906, loss: 1.1906, grad_norm: 9.6186 2020-08-02 06:29:59,758 - mmaction - INFO - Epoch [96][1860/3757] lr: 1.000e-04, eta: 9:10:32, time: 1.993, data_time: 1.408, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8766, loss_cls: 1.2408, loss: 1.2408, grad_norm: 9.6726 2020-08-02 06:30:37,323 - mmaction - INFO - Epoch [96][1880/3757] lr: 1.000e-04, eta: 9:09:52, time: 1.886, data_time: 0.875, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8742, loss_cls: 1.2316, loss: 1.2316, grad_norm: 9.4448 2020-08-02 06:31:17,615 - mmaction - INFO - Epoch [96][1900/3757] lr: 1.000e-04, eta: 9:09:13, time: 2.010, data_time: 0.229, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8766, loss_cls: 1.1771, loss: 1.1771, grad_norm: 9.3133 2020-08-02 06:31:57,256 - mmaction - INFO - Epoch [96][1920/3757] lr: 1.000e-04, eta: 9:08:34, time: 1.986, data_time: 0.134, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8891, loss_cls: 1.1816, loss: 1.1816, grad_norm: 9.6226 2020-08-02 06:32:37,670 - mmaction - INFO - Epoch [96][1940/3757] lr: 1.000e-04, eta: 9:07:56, time: 2.016, data_time: 0.593, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8672, loss_cls: 1.2422, loss: 1.2422, grad_norm: 9.5473 2020-08-02 06:33:16,510 - mmaction - INFO - Epoch [96][1960/3757] lr: 1.000e-04, eta: 9:07:16, time: 1.944, data_time: 0.265, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8688, loss_cls: 1.2184, loss: 1.2184, grad_norm: 9.6109 2020-08-02 06:33:56,505 - mmaction - INFO - Epoch [96][1980/3757] lr: 1.000e-04, eta: 9:06:37, time: 1.999, data_time: 0.271, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8766, loss_cls: 1.2144, loss: 1.2144, grad_norm: 9.4921 2020-08-02 06:34:37,563 - mmaction - INFO - Epoch [96][2000/3757] lr: 1.000e-04, eta: 9:05:59, time: 2.057, data_time: 0.661, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8852, loss_cls: 1.1804, loss: 1.1804, grad_norm: 9.4089 2020-08-02 06:35:16,768 - mmaction - INFO - Epoch [96][2020/3757] lr: 1.000e-04, eta: 9:05:20, time: 1.953, data_time: 0.046, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8812, loss_cls: 1.1643, loss: 1.1643, grad_norm: 9.3883 2020-08-02 06:35:58,381 - mmaction - INFO - Epoch [96][2040/3757] lr: 1.000e-04, eta: 9:04:41, time: 2.088, data_time: 0.010, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8695, loss_cls: 1.2314, loss: 1.2314, grad_norm: 9.5284 2020-08-02 06:36:35,914 - mmaction - INFO - Epoch [96][2060/3757] lr: 1.000e-04, eta: 9:04:01, time: 1.869, data_time: 0.007, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8883, loss_cls: 1.1779, loss: 1.1779, grad_norm: 9.2860 2020-08-02 06:37:11,041 - mmaction - INFO - Epoch [96][2080/3757] lr: 1.000e-04, eta: 9:03:22, time: 1.764, data_time: 0.084, memory: 5170, top1_acc: 0.7320, top5_acc: 0.9102, loss_cls: 1.0827, loss: 1.0827, grad_norm: 9.2773 2020-08-02 06:37:56,716 - mmaction - INFO - Epoch [96][2100/3757] lr: 1.000e-04, eta: 9:02:44, time: 2.276, data_time: 0.287, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8805, loss_cls: 1.2306, loss: 1.2306, grad_norm: 9.8067 2020-08-02 06:38:33,036 - mmaction - INFO - Epoch [96][2120/3757] lr: 1.000e-04, eta: 9:02:04, time: 1.823, data_time: 0.012, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8844, loss_cls: 1.2011, loss: 1.2011, grad_norm: 9.6456 2020-08-02 06:39:13,225 - mmaction - INFO - Epoch [96][2140/3757] lr: 1.000e-04, eta: 9:01:25, time: 2.009, data_time: 0.068, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8805, loss_cls: 1.2193, loss: 1.2193, grad_norm: 9.4572 2020-08-02 06:39:51,385 - mmaction - INFO - Epoch [96][2160/3757] lr: 1.000e-04, eta: 9:00:46, time: 1.907, data_time: 0.003, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8797, loss_cls: 1.2108, loss: 1.2108, grad_norm: 9.6850 2020-08-02 06:40:29,220 - mmaction - INFO - Epoch [96][2180/3757] lr: 1.000e-04, eta: 9:00:07, time: 1.884, data_time: 0.009, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8781, loss_cls: 1.2339, loss: 1.2339, grad_norm: 9.6420 2020-08-02 06:41:09,451 - mmaction - INFO - Epoch [96][2200/3757] lr: 1.000e-04, eta: 8:59:28, time: 2.020, data_time: 0.680, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8836, loss_cls: 1.1696, loss: 1.1696, grad_norm: 9.3550 2020-08-02 06:41:47,771 - mmaction - INFO - Epoch [96][2220/3757] lr: 1.000e-04, eta: 8:58:49, time: 1.911, data_time: 0.061, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8961, loss_cls: 1.1431, loss: 1.1431, grad_norm: 9.4332 2020-08-02 06:42:27,663 - mmaction - INFO - Epoch [96][2240/3757] lr: 1.000e-04, eta: 8:58:10, time: 1.999, data_time: 0.014, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8594, loss_cls: 1.3064, loss: 1.3064, grad_norm: 9.7221 2020-08-02 06:43:04,108 - mmaction - INFO - Epoch [96][2260/3757] lr: 1.000e-04, eta: 8:57:31, time: 1.822, data_time: 0.029, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8969, loss_cls: 1.1315, loss: 1.1315, grad_norm: 9.1643 2020-08-02 06:43:44,111 - mmaction - INFO - Epoch [96][2280/3757] lr: 1.000e-04, eta: 8:56:52, time: 2.001, data_time: 0.180, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8727, loss_cls: 1.1995, loss: 1.1995, grad_norm: 9.3029 2020-08-02 06:44:27,810 - mmaction - INFO - Epoch [96][2300/3757] lr: 1.000e-04, eta: 8:56:13, time: 2.182, data_time: 0.008, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8984, loss_cls: 1.0919, loss: 1.0919, grad_norm: 9.3962 2020-08-02 06:45:06,172 - mmaction - INFO - Epoch [96][2320/3757] lr: 1.000e-04, eta: 8:55:34, time: 1.913, data_time: 0.009, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8953, loss_cls: 1.1050, loss: 1.1050, grad_norm: 9.1568 2020-08-02 06:45:42,211 - mmaction - INFO - Epoch [96][2340/3757] lr: 1.000e-04, eta: 8:54:55, time: 1.810, data_time: 0.010, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8844, loss_cls: 1.1582, loss: 1.1582, grad_norm: 9.4794 2020-08-02 06:46:20,460 - mmaction - INFO - Epoch [96][2360/3757] lr: 1.000e-04, eta: 8:54:16, time: 1.903, data_time: 0.006, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8812, loss_cls: 1.1728, loss: 1.1728, grad_norm: 9.4791 2020-08-02 06:46:58,314 - mmaction - INFO - Epoch [96][2380/3757] lr: 1.000e-04, eta: 8:53:37, time: 1.899, data_time: 0.046, memory: 5170, top1_acc: 0.7102, top5_acc: 0.9055, loss_cls: 1.1131, loss: 1.1131, grad_norm: 9.1802 2020-08-02 06:47:35,844 - mmaction - INFO - Epoch [96][2400/3757] lr: 1.000e-04, eta: 8:52:58, time: 1.872, data_time: 0.501, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8781, loss_cls: 1.1923, loss: 1.1923, grad_norm: 9.3236 2020-08-02 06:48:17,780 - mmaction - INFO - Epoch [96][2420/3757] lr: 1.000e-04, eta: 8:52:19, time: 2.102, data_time: 0.770, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8859, loss_cls: 1.1740, loss: 1.1740, grad_norm: 9.4941 2020-08-02 06:48:56,707 - mmaction - INFO - Epoch [96][2440/3757] lr: 1.000e-04, eta: 8:51:40, time: 1.948, data_time: 0.010, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8734, loss_cls: 1.2282, loss: 1.2282, grad_norm: 9.4597 2020-08-02 06:49:36,931 - mmaction - INFO - Epoch [96][2460/3757] lr: 1.000e-04, eta: 8:51:01, time: 2.007, data_time: 0.304, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8844, loss_cls: 1.1826, loss: 1.1826, grad_norm: 9.6597 2020-08-02 06:50:18,439 - mmaction - INFO - Epoch [96][2480/3757] lr: 1.000e-04, eta: 8:50:22, time: 2.072, data_time: 0.081, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8836, loss_cls: 1.1672, loss: 1.1672, grad_norm: 9.5051 2020-08-02 06:50:56,546 - mmaction - INFO - Epoch [96][2500/3757] lr: 1.000e-04, eta: 8:49:43, time: 1.912, data_time: 0.010, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8906, loss_cls: 1.1540, loss: 1.1540, grad_norm: 9.5879 2020-08-02 06:51:36,489 - mmaction - INFO - Epoch [96][2520/3757] lr: 1.000e-04, eta: 8:49:04, time: 1.995, data_time: 0.009, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8758, loss_cls: 1.1763, loss: 1.1763, grad_norm: 9.1203 2020-08-02 06:52:13,728 - mmaction - INFO - Epoch [96][2540/3757] lr: 1.000e-04, eta: 8:48:25, time: 1.860, data_time: 0.009, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8914, loss_cls: 1.1556, loss: 1.1556, grad_norm: 9.4625 2020-08-02 06:52:50,831 - mmaction - INFO - Epoch [96][2560/3757] lr: 1.000e-04, eta: 8:47:46, time: 1.859, data_time: 0.010, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8773, loss_cls: 1.2071, loss: 1.2071, grad_norm: 9.5584 2020-08-02 06:53:32,126 - mmaction - INFO - Epoch [96][2580/3757] lr: 1.000e-04, eta: 8:47:07, time: 2.060, data_time: 0.017, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8688, loss_cls: 1.2126, loss: 1.2126, grad_norm: 9.8409 2020-08-02 06:54:09,408 - mmaction - INFO - Epoch [96][2600/3757] lr: 1.000e-04, eta: 8:46:28, time: 1.869, data_time: 0.024, memory: 5170, top1_acc: 0.7320, top5_acc: 0.8867, loss_cls: 1.1522, loss: 1.1522, grad_norm: 9.3592 2020-08-02 06:54:49,227 - mmaction - INFO - Epoch [96][2620/3757] lr: 1.000e-04, eta: 8:45:49, time: 1.990, data_time: 0.007, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8797, loss_cls: 1.1280, loss: 1.1280, grad_norm: 9.1514 2020-08-02 06:55:27,085 - mmaction - INFO - Epoch [96][2640/3757] lr: 1.000e-04, eta: 8:45:09, time: 1.886, data_time: 0.258, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8852, loss_cls: 1.1674, loss: 1.1674, grad_norm: 9.5928 2020-08-02 06:56:07,829 - mmaction - INFO - Epoch [96][2660/3757] lr: 1.000e-04, eta: 8:44:31, time: 2.043, data_time: 0.719, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8867, loss_cls: 1.1711, loss: 1.1711, grad_norm: 9.7247 2020-08-02 06:56:47,252 - mmaction - INFO - Epoch [96][2680/3757] lr: 1.000e-04, eta: 8:43:51, time: 1.969, data_time: 0.131, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8867, loss_cls: 1.1657, loss: 1.1657, grad_norm: 9.3971 2020-08-02 06:57:22,679 - mmaction - INFO - Epoch [96][2700/3757] lr: 1.000e-04, eta: 8:43:12, time: 1.776, data_time: 0.014, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8789, loss_cls: 1.1868, loss: 1.1868, grad_norm: 9.2844 2020-08-02 06:58:03,065 - mmaction - INFO - Epoch [96][2720/3757] lr: 1.000e-04, eta: 8:42:33, time: 2.018, data_time: 0.317, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8898, loss_cls: 1.1143, loss: 1.1143, grad_norm: 9.0913 2020-08-02 06:58:41,574 - mmaction - INFO - Epoch [96][2740/3757] lr: 1.000e-04, eta: 8:41:54, time: 1.925, data_time: 0.615, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8805, loss_cls: 1.2030, loss: 1.2030, grad_norm: 9.9944 2020-08-02 06:59:23,372 - mmaction - INFO - Epoch [96][2760/3757] lr: 1.000e-04, eta: 8:41:15, time: 2.087, data_time: 0.048, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8773, loss_cls: 1.1646, loss: 1.1646, grad_norm: 9.5018 2020-08-02 07:00:02,306 - mmaction - INFO - Epoch [96][2780/3757] lr: 1.000e-04, eta: 8:40:36, time: 1.950, data_time: 0.136, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8867, loss_cls: 1.1516, loss: 1.1516, grad_norm: 9.1259 2020-08-02 07:00:38,916 - mmaction - INFO - Epoch [96][2800/3757] lr: 1.000e-04, eta: 8:39:57, time: 1.818, data_time: 0.008, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8906, loss_cls: 1.1216, loss: 1.1216, grad_norm: 9.2302 2020-08-02 07:01:18,724 - mmaction - INFO - Epoch [96][2820/3757] lr: 1.000e-04, eta: 8:39:18, time: 1.998, data_time: 0.032, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8789, loss_cls: 1.1893, loss: 1.1893, grad_norm: 9.3154 2020-08-02 07:01:54,915 - mmaction - INFO - Epoch [96][2840/3757] lr: 1.000e-04, eta: 8:38:39, time: 1.814, data_time: 0.015, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8820, loss_cls: 1.1633, loss: 1.1633, grad_norm: 9.4201 2020-08-02 07:02:34,565 - mmaction - INFO - Epoch [96][2860/3757] lr: 1.000e-04, eta: 8:38:00, time: 1.981, data_time: 0.745, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8984, loss_cls: 1.1584, loss: 1.1584, grad_norm: 9.4274 2020-08-02 07:03:15,464 - mmaction - INFO - Epoch [96][2880/3757] lr: 1.000e-04, eta: 8:37:21, time: 2.040, data_time: 0.012, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8930, loss_cls: 1.1238, loss: 1.1238, grad_norm: 9.3127 2020-08-02 07:03:55,014 - mmaction - INFO - Epoch [96][2900/3757] lr: 1.000e-04, eta: 8:36:42, time: 1.984, data_time: 0.010, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8930, loss_cls: 1.1760, loss: 1.1760, grad_norm: 9.5300 2020-08-02 07:04:35,621 - mmaction - INFO - Epoch [96][2920/3757] lr: 1.000e-04, eta: 8:36:03, time: 2.024, data_time: 0.076, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8883, loss_cls: 1.1553, loss: 1.1553, grad_norm: 9.4209 2020-08-02 07:05:12,457 - mmaction - INFO - Epoch [96][2940/3757] lr: 1.000e-04, eta: 8:35:24, time: 1.843, data_time: 0.010, memory: 5170, top1_acc: 0.7172, top5_acc: 0.9023, loss_cls: 1.1014, loss: 1.1014, grad_norm: 9.3673 2020-08-02 07:05:50,629 - mmaction - INFO - Epoch [96][2960/3757] lr: 1.000e-04, eta: 8:34:45, time: 1.913, data_time: 0.009, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8781, loss_cls: 1.1818, loss: 1.1818, grad_norm: 9.3830 2020-08-02 07:06:33,500 - mmaction - INFO - Epoch [96][2980/3757] lr: 1.000e-04, eta: 8:34:06, time: 2.140, data_time: 0.010, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8797, loss_cls: 1.1780, loss: 1.1780, grad_norm: 9.5338 2020-08-02 07:07:09,476 - mmaction - INFO - Epoch [96][3000/3757] lr: 1.000e-04, eta: 8:33:27, time: 1.803, data_time: 0.009, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8883, loss_cls: 1.1272, loss: 1.1272, grad_norm: 9.3473 2020-08-02 07:07:46,960 - mmaction - INFO - Epoch [96][3020/3757] lr: 1.000e-04, eta: 8:32:48, time: 1.876, data_time: 0.009, memory: 5170, top1_acc: 0.6875, top5_acc: 0.8734, loss_cls: 1.2581, loss: 1.2581, grad_norm: 9.9037 2020-08-02 07:08:27,406 - mmaction - INFO - Epoch [96][3040/3757] lr: 1.000e-04, eta: 8:32:09, time: 2.021, data_time: 0.003, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8789, loss_cls: 1.1879, loss: 1.1879, grad_norm: 9.5341 2020-08-02 07:09:01,328 - mmaction - INFO - Epoch [96][3060/3757] lr: 1.000e-04, eta: 8:31:30, time: 1.687, data_time: 0.008, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8742, loss_cls: 1.2183, loss: 1.2183, grad_norm: 9.6663 2020-08-02 07:09:43,573 - mmaction - INFO - Epoch [96][3080/3757] lr: 1.000e-04, eta: 8:30:51, time: 2.120, data_time: 0.013, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8906, loss_cls: 1.1141, loss: 1.1141, grad_norm: 9.2320 2020-08-02 07:10:21,662 - mmaction - INFO - Epoch [96][3100/3757] lr: 1.000e-04, eta: 8:30:12, time: 1.898, data_time: 0.009, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8781, loss_cls: 1.1889, loss: 1.1889, grad_norm: 9.4677 2020-08-02 07:11:00,424 - mmaction - INFO - Epoch [96][3120/3757] lr: 1.000e-04, eta: 8:29:33, time: 1.945, data_time: 0.011, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8766, loss_cls: 1.1610, loss: 1.1610, grad_norm: 9.0180 2020-08-02 07:11:39,616 - mmaction - INFO - Epoch [96][3140/3757] lr: 1.000e-04, eta: 8:28:53, time: 1.957, data_time: 0.014, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8789, loss_cls: 1.1973, loss: 1.1973, grad_norm: 9.2239 2020-08-02 07:12:19,032 - mmaction - INFO - Epoch [96][3160/3757] lr: 1.000e-04, eta: 8:28:14, time: 1.971, data_time: 0.202, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8836, loss_cls: 1.2061, loss: 1.2061, grad_norm: 9.3472 2020-08-02 07:13:02,618 - mmaction - INFO - Epoch [96][3180/3757] lr: 1.000e-04, eta: 8:27:36, time: 2.181, data_time: 0.006, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8648, loss_cls: 1.2695, loss: 1.2695, grad_norm: 9.7787 2020-08-02 07:13:38,819 - mmaction - INFO - Epoch [96][3200/3757] lr: 1.000e-04, eta: 8:26:56, time: 1.813, data_time: 0.005, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8867, loss_cls: 1.1972, loss: 1.1972, grad_norm: 9.6700 2020-08-02 07:14:20,929 - mmaction - INFO - Epoch [96][3220/3757] lr: 1.000e-04, eta: 8:26:18, time: 2.098, data_time: 0.013, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8742, loss_cls: 1.2039, loss: 1.2039, grad_norm: 9.6040 2020-08-02 07:14:57,108 - mmaction - INFO - Epoch [96][3240/3757] lr: 1.000e-04, eta: 8:25:38, time: 1.814, data_time: 0.090, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8711, loss_cls: 1.2367, loss: 1.2367, grad_norm: 9.5402 2020-08-02 07:15:38,366 - mmaction - INFO - Epoch [96][3260/3757] lr: 1.000e-04, eta: 8:24:59, time: 2.065, data_time: 0.110, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8781, loss_cls: 1.1886, loss: 1.1886, grad_norm: 9.3662 2020-08-02 07:16:16,202 - mmaction - INFO - Epoch [96][3280/3757] lr: 1.000e-04, eta: 8:24:20, time: 1.891, data_time: 0.002, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8922, loss_cls: 1.1307, loss: 1.1307, grad_norm: 8.9747 2020-08-02 07:16:56,905 - mmaction - INFO - Epoch [96][3300/3757] lr: 1.000e-04, eta: 8:23:41, time: 2.036, data_time: 0.009, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8781, loss_cls: 1.2156, loss: 1.2156, grad_norm: 9.4987 2020-08-02 07:17:29,338 - mmaction - INFO - Epoch [96][3320/3757] lr: 1.000e-04, eta: 8:23:02, time: 1.621, data_time: 0.003, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8906, loss_cls: 1.1401, loss: 1.1401, grad_norm: 9.3257 2020-08-02 07:18:12,125 - mmaction - INFO - Epoch [96][3340/3757] lr: 1.000e-04, eta: 8:22:23, time: 2.133, data_time: 0.009, memory: 5170, top1_acc: 0.6859, top5_acc: 0.8766, loss_cls: 1.2621, loss: 1.2621, grad_norm: 9.9030 2020-08-02 07:18:49,854 - mmaction - INFO - Epoch [96][3360/3757] lr: 1.000e-04, eta: 8:21:44, time: 1.892, data_time: 0.011, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8695, loss_cls: 1.2370, loss: 1.2370, grad_norm: 9.6964 2020-08-02 07:19:25,466 - mmaction - INFO - Epoch [96][3380/3757] lr: 1.000e-04, eta: 8:21:05, time: 1.779, data_time: 0.070, memory: 5170, top1_acc: 0.7383, top5_acc: 0.8828, loss_cls: 1.1474, loss: 1.1474, grad_norm: 9.1927 2020-08-02 07:20:07,101 - mmaction - INFO - Epoch [96][3400/3757] lr: 1.000e-04, eta: 8:20:26, time: 2.085, data_time: 0.304, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8906, loss_cls: 1.1445, loss: 1.1445, grad_norm: 9.1536 2020-08-02 07:20:46,153 - mmaction - INFO - Epoch [96][3420/3757] lr: 1.000e-04, eta: 8:19:47, time: 1.953, data_time: 0.965, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8711, loss_cls: 1.2109, loss: 1.2109, grad_norm: 9.3388 2020-08-02 07:21:23,064 - mmaction - INFO - Epoch [96][3440/3757] lr: 1.000e-04, eta: 8:19:08, time: 1.841, data_time: 0.634, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8680, loss_cls: 1.2535, loss: 1.2535, grad_norm: 9.8786 2020-08-02 07:22:02,040 - mmaction - INFO - Epoch [96][3460/3757] lr: 1.000e-04, eta: 8:18:29, time: 1.953, data_time: 0.610, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8836, loss_cls: 1.1454, loss: 1.1454, grad_norm: 9.3713 2020-08-02 07:22:39,151 - mmaction - INFO - Epoch [96][3480/3757] lr: 1.000e-04, eta: 8:17:50, time: 1.854, data_time: 0.089, memory: 5170, top1_acc: 0.7328, top5_acc: 0.9016, loss_cls: 1.0627, loss: 1.0627, grad_norm: 9.3454 2020-08-02 07:23:19,480 - mmaction - INFO - Epoch [96][3500/3757] lr: 1.000e-04, eta: 8:17:11, time: 2.017, data_time: 0.003, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8781, loss_cls: 1.1536, loss: 1.1536, grad_norm: 9.4631 2020-08-02 07:23:56,994 - mmaction - INFO - Epoch [96][3520/3757] lr: 1.000e-04, eta: 8:16:32, time: 1.876, data_time: 0.008, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8812, loss_cls: 1.1991, loss: 1.1991, grad_norm: 9.6020 2020-08-02 07:24:36,298 - mmaction - INFO - Epoch [96][3540/3757] lr: 1.000e-04, eta: 8:15:53, time: 1.964, data_time: 0.003, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8930, loss_cls: 1.1519, loss: 1.1519, grad_norm: 9.4619 2020-08-02 07:25:13,358 - mmaction - INFO - Epoch [96][3560/3757] lr: 1.000e-04, eta: 8:15:14, time: 1.848, data_time: 0.010, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8859, loss_cls: 1.1009, loss: 1.1009, grad_norm: 9.0842 2020-08-02 07:25:49,082 - mmaction - INFO - Epoch [96][3580/3757] lr: 1.000e-04, eta: 8:14:34, time: 1.793, data_time: 0.157, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8953, loss_cls: 1.1137, loss: 1.1137, grad_norm: 9.1177 2020-08-02 07:26:29,640 - mmaction - INFO - Epoch [96][3600/3757] lr: 1.000e-04, eta: 8:13:55, time: 2.020, data_time: 0.197, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8953, loss_cls: 1.1029, loss: 1.1029, grad_norm: 9.1457 2020-08-02 07:27:10,891 - mmaction - INFO - Epoch [96][3620/3757] lr: 1.000e-04, eta: 8:13:16, time: 2.069, data_time: 1.220, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8938, loss_cls: 1.1430, loss: 1.1430, grad_norm: 9.3202 2020-08-02 07:27:50,370 - mmaction - INFO - Epoch [96][3640/3757] lr: 1.000e-04, eta: 8:12:37, time: 1.970, data_time: 1.215, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8859, loss_cls: 1.1768, loss: 1.1768, grad_norm: 9.4890 2020-08-02 07:28:25,854 - mmaction - INFO - Epoch [96][3660/3757] lr: 1.000e-04, eta: 8:11:58, time: 1.780, data_time: 1.105, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8969, loss_cls: 1.1042, loss: 1.1042, grad_norm: 9.5351 2020-08-02 07:29:03,577 - mmaction - INFO - Epoch [96][3680/3757] lr: 1.000e-04, eta: 8:11:19, time: 1.883, data_time: 0.246, memory: 5170, top1_acc: 0.7336, top5_acc: 0.8914, loss_cls: 1.1036, loss: 1.1036, grad_norm: 9.1598 2020-08-02 07:29:43,191 - mmaction - INFO - Epoch [96][3700/3757] lr: 1.000e-04, eta: 8:10:40, time: 1.984, data_time: 0.018, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8852, loss_cls: 1.1377, loss: 1.1377, grad_norm: 9.5061 2020-08-02 07:30:20,473 - mmaction - INFO - Epoch [96][3720/3757] lr: 1.000e-04, eta: 8:10:01, time: 1.859, data_time: 0.010, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8781, loss_cls: 1.2145, loss: 1.2145, grad_norm: 9.6076 2020-08-02 07:31:02,109 - mmaction - INFO - Epoch [96][3740/3757] lr: 1.000e-04, eta: 8:09:22, time: 2.086, data_time: 0.017, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8844, loss_cls: 1.1769, loss: 1.1769, grad_norm: 9.4210 2020-08-02 07:31:28,414 - mmaction - INFO - Saving checkpoint at 96 epochs 2020-08-02 07:32:29,363 - mmaction - INFO - Epoch [97][20/3757] lr: 1.000e-04, eta: 8:08:09, time: 2.962, data_time: 1.169, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8789, loss_cls: 1.1921, loss: 1.1921, grad_norm: 9.5467 2020-08-02 07:33:05,526 - mmaction - INFO - Epoch [97][40/3757] lr: 1.000e-04, eta: 8:07:30, time: 1.816, data_time: 0.013, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8766, loss_cls: 1.2213, loss: 1.2213, grad_norm: 9.5975 2020-08-02 07:33:45,894 - mmaction - INFO - Epoch [97][60/3757] lr: 1.000e-04, eta: 8:06:51, time: 2.010, data_time: 0.125, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8859, loss_cls: 1.1822, loss: 1.1822, grad_norm: 9.5185 2020-08-02 07:34:25,779 - mmaction - INFO - Epoch [97][80/3757] lr: 1.000e-04, eta: 8:06:12, time: 1.992, data_time: 0.015, memory: 5170, top1_acc: 0.7258, top5_acc: 0.9055, loss_cls: 1.1078, loss: 1.1078, grad_norm: 9.3868 2020-08-02 07:35:06,578 - mmaction - INFO - Epoch [97][100/3757] lr: 1.000e-04, eta: 8:05:33, time: 2.049, data_time: 0.014, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8703, loss_cls: 1.2020, loss: 1.2020, grad_norm: 9.2919 2020-08-02 07:35:45,747 - mmaction - INFO - Epoch [97][120/3757] lr: 1.000e-04, eta: 8:04:54, time: 1.960, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8844, loss_cls: 1.1792, loss: 1.1792, grad_norm: 9.5577 2020-08-02 07:36:22,826 - mmaction - INFO - Epoch [97][140/3757] lr: 1.000e-04, eta: 8:04:15, time: 1.853, data_time: 0.017, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8828, loss_cls: 1.1015, loss: 1.1015, grad_norm: 8.9194 2020-08-02 07:37:00,113 - mmaction - INFO - Epoch [97][160/3757] lr: 1.000e-04, eta: 8:03:36, time: 1.857, data_time: 0.157, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8812, loss_cls: 1.1591, loss: 1.1591, grad_norm: 9.2946 2020-08-02 07:37:38,959 - mmaction - INFO - Epoch [97][180/3757] lr: 1.000e-04, eta: 8:02:57, time: 1.948, data_time: 0.033, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8820, loss_cls: 1.2322, loss: 1.2322, grad_norm: 9.8550 2020-08-02 07:38:18,220 - mmaction - INFO - Epoch [97][200/3757] lr: 1.000e-04, eta: 8:02:18, time: 1.957, data_time: 0.010, memory: 5170, top1_acc: 0.7180, top5_acc: 0.9016, loss_cls: 1.1085, loss: 1.1085, grad_norm: 9.5179 2020-08-02 07:38:57,321 - mmaction - INFO - Epoch [97][220/3757] lr: 1.000e-04, eta: 8:01:39, time: 1.961, data_time: 0.011, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8750, loss_cls: 1.2200, loss: 1.2200, grad_norm: 9.4763 2020-08-02 07:39:38,244 - mmaction - INFO - Epoch [97][240/3757] lr: 1.000e-04, eta: 8:01:00, time: 2.046, data_time: 0.009, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8891, loss_cls: 1.1610, loss: 1.1610, grad_norm: 9.5316 2020-08-02 07:40:14,614 - mmaction - INFO - Epoch [97][260/3757] lr: 1.000e-04, eta: 8:00:21, time: 1.815, data_time: 0.004, memory: 5170, top1_acc: 0.7352, top5_acc: 0.8922, loss_cls: 1.1112, loss: 1.1112, grad_norm: 9.2300 2020-08-02 07:40:55,370 - mmaction - INFO - Epoch [97][280/3757] lr: 1.000e-04, eta: 7:59:42, time: 2.042, data_time: 0.008, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8852, loss_cls: 1.2077, loss: 1.2077, grad_norm: 9.8622 2020-08-02 07:41:32,369 - mmaction - INFO - Epoch [97][300/3757] lr: 1.000e-04, eta: 7:59:03, time: 1.842, data_time: 0.063, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8883, loss_cls: 1.1345, loss: 1.1345, grad_norm: 9.2605 2020-08-02 07:42:13,000 - mmaction - INFO - Epoch [97][320/3757] lr: 1.000e-04, eta: 7:58:24, time: 2.040, data_time: 0.011, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8828, loss_cls: 1.1436, loss: 1.1436, grad_norm: 9.2412 2020-08-02 07:42:49,501 - mmaction - INFO - Epoch [97][340/3757] lr: 1.000e-04, eta: 7:57:45, time: 1.817, data_time: 0.006, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8688, loss_cls: 1.1827, loss: 1.1827, grad_norm: 9.5560 2020-08-02 07:43:29,558 - mmaction - INFO - Epoch [97][360/3757] lr: 1.000e-04, eta: 7:57:06, time: 2.011, data_time: 0.012, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8828, loss_cls: 1.2408, loss: 1.2408, grad_norm: 9.8388 2020-08-02 07:44:04,847 - mmaction - INFO - Epoch [97][380/3757] lr: 1.000e-04, eta: 7:56:27, time: 1.765, data_time: 0.008, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8836, loss_cls: 1.1771, loss: 1.1771, grad_norm: 9.6014 2020-08-02 07:44:47,112 - mmaction - INFO - Epoch [97][400/3757] lr: 1.000e-04, eta: 7:55:48, time: 2.113, data_time: 0.368, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8766, loss_cls: 1.1749, loss: 1.1749, grad_norm: 9.5968 2020-08-02 07:45:24,970 - mmaction - INFO - Epoch [97][420/3757] lr: 1.000e-04, eta: 7:55:09, time: 1.885, data_time: 1.310, memory: 5170, top1_acc: 0.7234, top5_acc: 0.9008, loss_cls: 1.1113, loss: 1.1113, grad_norm: 9.5021 2020-08-02 07:46:03,811 - mmaction - INFO - Epoch [97][440/3757] lr: 1.000e-04, eta: 7:54:29, time: 1.949, data_time: 0.617, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8898, loss_cls: 1.1649, loss: 1.1649, grad_norm: 9.5172 2020-08-02 07:46:43,412 - mmaction - INFO - Epoch [97][460/3757] lr: 1.000e-04, eta: 7:53:50, time: 1.977, data_time: 0.010, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8859, loss_cls: 1.1529, loss: 1.1529, grad_norm: 9.1615 2020-08-02 07:47:25,532 - mmaction - INFO - Epoch [97][480/3757] lr: 1.000e-04, eta: 7:53:12, time: 2.109, data_time: 0.214, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8750, loss_cls: 1.2240, loss: 1.2240, grad_norm: 9.5155 2020-08-02 07:48:02,103 - mmaction - INFO - Epoch [97][500/3757] lr: 1.000e-04, eta: 7:52:32, time: 1.823, data_time: 0.007, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8797, loss_cls: 1.2355, loss: 1.2355, grad_norm: 9.3969 2020-08-02 07:48:40,761 - mmaction - INFO - Epoch [97][520/3757] lr: 1.000e-04, eta: 7:51:53, time: 1.937, data_time: 0.048, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8734, loss_cls: 1.2279, loss: 1.2279, grad_norm: 9.6429 2020-08-02 07:49:21,899 - mmaction - INFO - Epoch [97][540/3757] lr: 1.000e-04, eta: 7:51:14, time: 2.056, data_time: 0.009, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8836, loss_cls: 1.1832, loss: 1.1832, grad_norm: 9.7938 2020-08-02 07:50:02,670 - mmaction - INFO - Epoch [97][560/3757] lr: 1.000e-04, eta: 7:50:35, time: 2.037, data_time: 0.383, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8797, loss_cls: 1.2159, loss: 1.2159, grad_norm: 9.6324 2020-08-02 07:50:42,109 - mmaction - INFO - Epoch [97][580/3757] lr: 1.000e-04, eta: 7:49:56, time: 1.974, data_time: 0.159, memory: 5170, top1_acc: 0.7289, top5_acc: 0.9000, loss_cls: 1.0990, loss: 1.0990, grad_norm: 9.2458 2020-08-02 07:51:19,797 - mmaction - INFO - Epoch [97][600/3757] lr: 1.000e-04, eta: 7:49:17, time: 1.886, data_time: 0.010, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8758, loss_cls: 1.2261, loss: 1.2261, grad_norm: 9.7302 2020-08-02 07:51:59,523 - mmaction - INFO - Epoch [97][620/3757] lr: 1.000e-04, eta: 7:48:38, time: 1.989, data_time: 0.045, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8828, loss_cls: 1.1694, loss: 1.1694, grad_norm: 9.4373 2020-08-02 07:52:37,702 - mmaction - INFO - Epoch [97][640/3757] lr: 1.000e-04, eta: 7:47:59, time: 1.901, data_time: 0.122, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8750, loss_cls: 1.2048, loss: 1.2048, grad_norm: 9.5609 2020-08-02 07:53:15,679 - mmaction - INFO - Epoch [97][660/3757] lr: 1.000e-04, eta: 7:47:20, time: 1.903, data_time: 0.010, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8781, loss_cls: 1.2090, loss: 1.2090, grad_norm: 9.6918 2020-08-02 07:53:52,577 - mmaction - INFO - Epoch [97][680/3757] lr: 1.000e-04, eta: 7:46:41, time: 1.840, data_time: 0.010, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8680, loss_cls: 1.2311, loss: 1.2311, grad_norm: 9.7774 2020-08-02 07:54:32,209 - mmaction - INFO - Epoch [97][700/3757] lr: 1.000e-04, eta: 7:46:02, time: 1.984, data_time: 0.094, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8797, loss_cls: 1.2487, loss: 1.2487, grad_norm: 9.8454 2020-08-02 07:55:11,012 - mmaction - INFO - Epoch [97][720/3757] lr: 1.000e-04, eta: 7:45:23, time: 1.944, data_time: 0.008, memory: 5170, top1_acc: 0.7344, top5_acc: 0.8883, loss_cls: 1.1285, loss: 1.1285, grad_norm: 9.3043 2020-08-02 07:55:51,533 - mmaction - INFO - Epoch [97][740/3757] lr: 1.000e-04, eta: 7:44:44, time: 2.026, data_time: 0.004, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8797, loss_cls: 1.1428, loss: 1.1428, grad_norm: 9.3783 2020-08-02 07:56:31,509 - mmaction - INFO - Epoch [97][760/3757] lr: 1.000e-04, eta: 7:44:05, time: 2.000, data_time: 0.106, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8758, loss_cls: 1.1982, loss: 1.1982, grad_norm: 9.6871 2020-08-02 07:57:14,353 - mmaction - INFO - Epoch [97][780/3757] lr: 1.000e-04, eta: 7:43:26, time: 2.142, data_time: 0.605, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8844, loss_cls: 1.1648, loss: 1.1648, grad_norm: 9.2379 2020-08-02 07:57:55,469 - mmaction - INFO - Epoch [97][800/3757] lr: 1.000e-04, eta: 7:42:47, time: 2.049, data_time: 0.008, memory: 5170, top1_acc: 0.7102, top5_acc: 0.9023, loss_cls: 1.1334, loss: 1.1334, grad_norm: 9.6139 2020-08-02 07:58:31,482 - mmaction - INFO - Epoch [97][820/3757] lr: 1.000e-04, eta: 7:42:08, time: 1.808, data_time: 0.009, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8742, loss_cls: 1.1865, loss: 1.1865, grad_norm: 9.4807 2020-08-02 07:59:14,300 - mmaction - INFO - Epoch [97][840/3757] lr: 1.000e-04, eta: 7:41:29, time: 2.135, data_time: 0.011, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8891, loss_cls: 1.1911, loss: 1.1911, grad_norm: 9.6812 2020-08-02 07:59:47,551 - mmaction - INFO - Epoch [97][860/3757] lr: 1.000e-04, eta: 7:40:50, time: 1.666, data_time: 0.009, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8875, loss_cls: 1.2189, loss: 1.2189, grad_norm: 9.6271 2020-08-02 08:00:29,394 - mmaction - INFO - Epoch [97][880/3757] lr: 1.000e-04, eta: 7:40:11, time: 2.078, data_time: 0.018, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8680, loss_cls: 1.2293, loss: 1.2293, grad_norm: 9.8670 2020-08-02 08:01:05,844 - mmaction - INFO - Epoch [97][900/3757] lr: 1.000e-04, eta: 7:39:32, time: 1.836, data_time: 0.033, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8914, loss_cls: 1.1135, loss: 1.1135, grad_norm: 9.4896 2020-08-02 08:01:45,640 - mmaction - INFO - Epoch [97][920/3757] lr: 1.000e-04, eta: 7:38:53, time: 1.988, data_time: 0.097, memory: 5170, top1_acc: 0.7227, top5_acc: 0.9000, loss_cls: 1.0703, loss: 1.0703, grad_norm: 9.2421 2020-08-02 08:02:30,255 - mmaction - INFO - Epoch [97][940/3757] lr: 1.000e-04, eta: 7:38:14, time: 2.227, data_time: 0.006, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8828, loss_cls: 1.1685, loss: 1.1685, grad_norm: 9.4630 2020-08-02 08:03:05,843 - mmaction - INFO - Epoch [97][960/3757] lr: 1.000e-04, eta: 7:37:35, time: 1.784, data_time: 0.009, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8914, loss_cls: 1.1391, loss: 1.1391, grad_norm: 9.2500 2020-08-02 08:03:45,469 - mmaction - INFO - Epoch [97][980/3757] lr: 1.000e-04, eta: 7:36:56, time: 1.984, data_time: 0.011, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8641, loss_cls: 1.2473, loss: 1.2473, grad_norm: 9.6966 2020-08-02 08:04:24,228 - mmaction - INFO - Epoch [97][1000/3757] lr: 1.000e-04, eta: 7:36:17, time: 1.932, data_time: 0.091, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8789, loss_cls: 1.1624, loss: 1.1624, grad_norm: 9.3694 2020-08-02 08:05:04,558 - mmaction - INFO - Epoch [97][1020/3757] lr: 1.000e-04, eta: 7:35:38, time: 2.022, data_time: 1.222, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8906, loss_cls: 1.1220, loss: 1.1220, grad_norm: 9.1447 2020-08-02 08:05:40,997 - mmaction - INFO - Epoch [97][1040/3757] lr: 1.000e-04, eta: 7:34:59, time: 1.820, data_time: 1.258, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8812, loss_cls: 1.1684, loss: 1.1684, grad_norm: 9.2792 2020-08-02 08:06:20,936 - mmaction - INFO - Epoch [97][1060/3757] lr: 1.000e-04, eta: 7:34:20, time: 1.998, data_time: 1.146, memory: 5170, top1_acc: 0.6852, top5_acc: 0.8547, loss_cls: 1.3081, loss: 1.3081, grad_norm: 9.9647 2020-08-02 08:06:56,671 - mmaction - INFO - Epoch [97][1080/3757] lr: 1.000e-04, eta: 7:33:41, time: 1.785, data_time: 0.363, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8820, loss_cls: 1.1513, loss: 1.1513, grad_norm: 9.1324 2020-08-02 08:07:36,126 - mmaction - INFO - Epoch [97][1100/3757] lr: 1.000e-04, eta: 7:33:02, time: 1.973, data_time: 0.009, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8633, loss_cls: 1.3086, loss: 1.3086, grad_norm: 9.8175 2020-08-02 08:08:14,677 - mmaction - INFO - Epoch [97][1120/3757] lr: 1.000e-04, eta: 7:32:23, time: 1.921, data_time: 0.011, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8719, loss_cls: 1.2711, loss: 1.2711, grad_norm: 10.0244 2020-08-02 08:08:53,160 - mmaction - INFO - Epoch [97][1140/3757] lr: 1.000e-04, eta: 7:31:43, time: 1.933, data_time: 0.012, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8727, loss_cls: 1.2141, loss: 1.2141, grad_norm: 9.5446 2020-08-02 08:09:32,271 - mmaction - INFO - Epoch [97][1160/3757] lr: 1.000e-04, eta: 7:31:04, time: 1.951, data_time: 0.008, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8961, loss_cls: 1.1096, loss: 1.1096, grad_norm: 9.3980 2020-08-02 08:10:12,228 - mmaction - INFO - Epoch [97][1180/3757] lr: 1.000e-04, eta: 7:30:25, time: 2.001, data_time: 0.245, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8859, loss_cls: 1.1358, loss: 1.1358, grad_norm: 9.1591 2020-08-02 08:10:47,986 - mmaction - INFO - Epoch [97][1200/3757] lr: 1.000e-04, eta: 7:29:46, time: 1.788, data_time: 0.302, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8797, loss_cls: 1.1787, loss: 1.1787, grad_norm: 9.3470 2020-08-02 08:11:28,104 - mmaction - INFO - Epoch [97][1220/3757] lr: 1.000e-04, eta: 7:29:07, time: 2.005, data_time: 0.767, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8953, loss_cls: 1.1633, loss: 1.1633, grad_norm: 9.3995 2020-08-02 08:12:08,737 - mmaction - INFO - Epoch [97][1240/3757] lr: 1.000e-04, eta: 7:28:28, time: 2.027, data_time: 0.354, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8883, loss_cls: 1.1339, loss: 1.1339, grad_norm: 9.3431 2020-08-02 08:12:51,175 - mmaction - INFO - Epoch [97][1260/3757] lr: 1.000e-04, eta: 7:27:49, time: 2.129, data_time: 1.436, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8875, loss_cls: 1.1731, loss: 1.1731, grad_norm: 9.5414 2020-08-02 08:13:27,411 - mmaction - INFO - Epoch [97][1280/3757] lr: 1.000e-04, eta: 7:27:10, time: 1.805, data_time: 0.913, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8781, loss_cls: 1.2171, loss: 1.2171, grad_norm: 9.9356 2020-08-02 08:14:05,611 - mmaction - INFO - Epoch [97][1300/3757] lr: 1.000e-04, eta: 7:26:31, time: 1.915, data_time: 0.009, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8875, loss_cls: 1.1127, loss: 1.1127, grad_norm: 9.1336 2020-08-02 08:14:46,043 - mmaction - INFO - Epoch [97][1320/3757] lr: 1.000e-04, eta: 7:25:52, time: 2.022, data_time: 0.004, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8875, loss_cls: 1.1877, loss: 1.1877, grad_norm: 9.5972 2020-08-02 08:15:24,109 - mmaction - INFO - Epoch [97][1340/3757] lr: 1.000e-04, eta: 7:25:13, time: 1.903, data_time: 0.010, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8945, loss_cls: 1.1708, loss: 1.1708, grad_norm: 9.6100 2020-08-02 08:16:00,488 - mmaction - INFO - Epoch [97][1360/3757] lr: 1.000e-04, eta: 7:24:34, time: 1.820, data_time: 0.025, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8828, loss_cls: 1.2048, loss: 1.2048, grad_norm: 9.2961 2020-08-02 08:16:41,507 - mmaction - INFO - Epoch [97][1380/3757] lr: 1.000e-04, eta: 7:23:55, time: 2.042, data_time: 0.164, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8758, loss_cls: 1.1906, loss: 1.1906, grad_norm: 9.6628 2020-08-02 08:17:21,457 - mmaction - INFO - Epoch [97][1400/3757] lr: 1.000e-04, eta: 7:23:16, time: 2.007, data_time: 0.012, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8789, loss_cls: 1.1647, loss: 1.1647, grad_norm: 9.4220 2020-08-02 08:17:59,972 - mmaction - INFO - Epoch [97][1420/3757] lr: 1.000e-04, eta: 7:22:37, time: 1.921, data_time: 0.008, memory: 5170, top1_acc: 0.7305, top5_acc: 0.8891, loss_cls: 1.1112, loss: 1.1112, grad_norm: 9.6043 2020-08-02 08:18:41,004 - mmaction - INFO - Epoch [97][1440/3757] lr: 1.000e-04, eta: 7:21:58, time: 2.057, data_time: 0.028, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8773, loss_cls: 1.2002, loss: 1.2002, grad_norm: 9.9666 2020-08-02 08:19:17,537 - mmaction - INFO - Epoch [97][1460/3757] lr: 1.000e-04, eta: 7:21:19, time: 1.827, data_time: 0.008, memory: 5170, top1_acc: 0.7305, top5_acc: 0.8906, loss_cls: 1.1168, loss: 1.1168, grad_norm: 9.0316 2020-08-02 08:19:57,696 - mmaction - INFO - Epoch [97][1480/3757] lr: 1.000e-04, eta: 7:20:40, time: 2.007, data_time: 0.004, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8773, loss_cls: 1.2125, loss: 1.2125, grad_norm: 9.3865 2020-08-02 08:20:38,816 - mmaction - INFO - Epoch [97][1500/3757] lr: 1.000e-04, eta: 7:20:01, time: 2.052, data_time: 0.008, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8766, loss_cls: 1.2118, loss: 1.2118, grad_norm: 9.7130 2020-08-02 08:21:14,300 - mmaction - INFO - Epoch [97][1520/3757] lr: 1.000e-04, eta: 7:19:22, time: 1.778, data_time: 0.010, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8750, loss_cls: 1.2041, loss: 1.2041, grad_norm: 9.3806 2020-08-02 08:21:53,984 - mmaction - INFO - Epoch [97][1540/3757] lr: 1.000e-04, eta: 7:18:43, time: 1.977, data_time: 0.018, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8875, loss_cls: 1.1787, loss: 1.1787, grad_norm: 9.3959 2020-08-02 08:22:34,997 - mmaction - INFO - Epoch [97][1560/3757] lr: 1.000e-04, eta: 7:18:04, time: 2.054, data_time: 0.011, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8812, loss_cls: 1.1581, loss: 1.1581, grad_norm: 9.3943 2020-08-02 08:23:13,815 - mmaction - INFO - Epoch [97][1580/3757] lr: 1.000e-04, eta: 7:17:25, time: 1.945, data_time: 0.008, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8867, loss_cls: 1.1890, loss: 1.1890, grad_norm: 9.5499 2020-08-02 08:23:51,471 - mmaction - INFO - Epoch [97][1600/3757] lr: 1.000e-04, eta: 7:16:46, time: 1.883, data_time: 0.003, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8922, loss_cls: 1.1163, loss: 1.1163, grad_norm: 9.3220 2020-08-02 08:24:30,886 - mmaction - INFO - Epoch [97][1620/3757] lr: 1.000e-04, eta: 7:16:07, time: 1.968, data_time: 0.071, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8586, loss_cls: 1.2344, loss: 1.2344, grad_norm: 9.8048 2020-08-02 08:25:11,223 - mmaction - INFO - Epoch [97][1640/3757] lr: 1.000e-04, eta: 7:15:28, time: 2.020, data_time: 0.166, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8734, loss_cls: 1.2481, loss: 1.2481, grad_norm: 9.7529 2020-08-02 08:25:49,271 - mmaction - INFO - Epoch [97][1660/3757] lr: 1.000e-04, eta: 7:14:49, time: 1.902, data_time: 0.294, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8812, loss_cls: 1.1470, loss: 1.1470, grad_norm: 9.0915 2020-08-02 08:26:29,074 - mmaction - INFO - Epoch [97][1680/3757] lr: 1.000e-04, eta: 7:14:10, time: 1.988, data_time: 0.125, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8758, loss_cls: 1.2092, loss: 1.2092, grad_norm: 9.4659 2020-08-02 08:27:06,676 - mmaction - INFO - Epoch [97][1700/3757] lr: 1.000e-04, eta: 7:13:31, time: 1.883, data_time: 0.033, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8859, loss_cls: 1.1446, loss: 1.1446, grad_norm: 9.6211 2020-08-02 08:27:47,147 - mmaction - INFO - Epoch [97][1720/3757] lr: 1.000e-04, eta: 7:12:52, time: 2.021, data_time: 0.016, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8703, loss_cls: 1.2571, loss: 1.2571, grad_norm: 9.4682 2020-08-02 08:28:26,150 - mmaction - INFO - Epoch [97][1740/3757] lr: 1.000e-04, eta: 7:12:13, time: 1.949, data_time: 0.932, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8852, loss_cls: 1.1680, loss: 1.1680, grad_norm: 9.7691 2020-08-02 08:29:07,496 - mmaction - INFO - Epoch [97][1760/3757] lr: 1.000e-04, eta: 7:11:34, time: 2.070, data_time: 0.024, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8898, loss_cls: 1.1618, loss: 1.1618, grad_norm: 9.3427 2020-08-02 08:29:43,998 - mmaction - INFO - Epoch [97][1780/3757] lr: 1.000e-04, eta: 7:10:55, time: 1.819, data_time: 0.025, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8844, loss_cls: 1.1659, loss: 1.1659, grad_norm: 9.4719 2020-08-02 08:30:25,968 - mmaction - INFO - Epoch [97][1800/3757] lr: 1.000e-04, eta: 7:10:16, time: 2.105, data_time: 0.009, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8828, loss_cls: 1.1896, loss: 1.1896, grad_norm: 9.3484 2020-08-02 08:31:04,770 - mmaction - INFO - Epoch [97][1820/3757] lr: 1.000e-04, eta: 7:09:37, time: 1.937, data_time: 0.003, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8852, loss_cls: 1.1861, loss: 1.1861, grad_norm: 9.6343 2020-08-02 08:31:45,933 - mmaction - INFO - Epoch [97][1840/3757] lr: 1.000e-04, eta: 7:08:58, time: 2.061, data_time: 0.010, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8820, loss_cls: 1.1619, loss: 1.1619, grad_norm: 9.2426 2020-08-02 08:32:22,386 - mmaction - INFO - Epoch [97][1860/3757] lr: 1.000e-04, eta: 7:08:18, time: 1.821, data_time: 0.007, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8883, loss_cls: 1.1753, loss: 1.1753, grad_norm: 9.5792 2020-08-02 08:33:00,890 - mmaction - INFO - Epoch [97][1880/3757] lr: 1.000e-04, eta: 7:07:39, time: 1.925, data_time: 0.005, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8836, loss_cls: 1.1381, loss: 1.1381, grad_norm: 9.6864 2020-08-02 08:33:42,098 - mmaction - INFO - Epoch [97][1900/3757] lr: 1.000e-04, eta: 7:07:00, time: 2.063, data_time: 0.010, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8773, loss_cls: 1.1827, loss: 1.1827, grad_norm: 9.4516 2020-08-02 08:34:19,374 - mmaction - INFO - Epoch [97][1920/3757] lr: 1.000e-04, eta: 7:06:21, time: 1.854, data_time: 0.002, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8625, loss_cls: 1.3167, loss: 1.3167, grad_norm: 10.1646 2020-08-02 08:34:56,530 - mmaction - INFO - Epoch [97][1940/3757] lr: 1.000e-04, eta: 7:05:42, time: 1.866, data_time: 0.155, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8836, loss_cls: 1.1815, loss: 1.1815, grad_norm: 9.5640 2020-08-02 08:35:37,914 - mmaction - INFO - Epoch [97][1960/3757] lr: 1.000e-04, eta: 7:05:03, time: 2.066, data_time: 0.016, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8906, loss_cls: 1.1211, loss: 1.1211, grad_norm: 9.3000 2020-08-02 08:36:20,055 - mmaction - INFO - Epoch [97][1980/3757] lr: 1.000e-04, eta: 7:04:24, time: 2.109, data_time: 0.009, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8836, loss_cls: 1.2044, loss: 1.2044, grad_norm: 9.8210 2020-08-02 08:36:58,353 - mmaction - INFO - Epoch [97][2000/3757] lr: 1.000e-04, eta: 7:03:45, time: 1.912, data_time: 0.011, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8859, loss_cls: 1.1444, loss: 1.1444, grad_norm: 9.0829 2020-08-02 08:37:35,466 - mmaction - INFO - Epoch [97][2020/3757] lr: 1.000e-04, eta: 7:03:06, time: 1.860, data_time: 0.010, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8656, loss_cls: 1.2034, loss: 1.2034, grad_norm: 9.1747 2020-08-02 08:38:17,081 - mmaction - INFO - Epoch [97][2040/3757] lr: 1.000e-04, eta: 7:02:27, time: 2.081, data_time: 0.033, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8953, loss_cls: 1.1462, loss: 1.1462, grad_norm: 9.5324 2020-08-02 08:38:57,019 - mmaction - INFO - Epoch [97][2060/3757] lr: 1.000e-04, eta: 7:01:48, time: 1.995, data_time: 0.003, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8867, loss_cls: 1.1438, loss: 1.1438, grad_norm: 9.4978 2020-08-02 08:39:31,995 - mmaction - INFO - Epoch [97][2080/3757] lr: 1.000e-04, eta: 7:01:09, time: 1.751, data_time: 0.009, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8906, loss_cls: 1.1420, loss: 1.1420, grad_norm: 9.4369 2020-08-02 08:40:11,872 - mmaction - INFO - Epoch [97][2100/3757] lr: 1.000e-04, eta: 7:00:30, time: 1.994, data_time: 0.003, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8805, loss_cls: 1.2066, loss: 1.2066, grad_norm: 9.5961 2020-08-02 08:40:51,045 - mmaction - INFO - Epoch [97][2120/3757] lr: 1.000e-04, eta: 6:59:51, time: 1.954, data_time: 0.015, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8664, loss_cls: 1.2202, loss: 1.2202, grad_norm: 9.4717 2020-08-02 08:41:28,744 - mmaction - INFO - Epoch [97][2140/3757] lr: 1.000e-04, eta: 6:59:12, time: 1.890, data_time: 0.019, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8797, loss_cls: 1.1724, loss: 1.1724, grad_norm: 9.5649 2020-08-02 08:42:06,587 - mmaction - INFO - Epoch [97][2160/3757] lr: 1.000e-04, eta: 6:58:33, time: 1.892, data_time: 0.002, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8844, loss_cls: 1.1467, loss: 1.1467, grad_norm: 9.3360 2020-08-02 08:42:44,763 - mmaction - INFO - Epoch [97][2180/3757] lr: 1.000e-04, eta: 6:57:54, time: 1.904, data_time: 0.020, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8867, loss_cls: 1.1533, loss: 1.1533, grad_norm: 9.5715 2020-08-02 08:43:24,460 - mmaction - INFO - Epoch [97][2200/3757] lr: 1.000e-04, eta: 6:57:15, time: 1.990, data_time: 0.014, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8711, loss_cls: 1.2204, loss: 1.2204, grad_norm: 9.6629 2020-08-02 08:44:01,414 - mmaction - INFO - Epoch [97][2220/3757] lr: 1.000e-04, eta: 6:56:36, time: 1.845, data_time: 0.008, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8922, loss_cls: 1.1837, loss: 1.1837, grad_norm: 9.5468 2020-08-02 08:44:41,357 - mmaction - INFO - Epoch [97][2240/3757] lr: 1.000e-04, eta: 6:55:57, time: 1.996, data_time: 0.005, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8820, loss_cls: 1.1918, loss: 1.1918, grad_norm: 9.7093 2020-08-02 08:45:21,229 - mmaction - INFO - Epoch [97][2260/3757] lr: 1.000e-04, eta: 6:55:18, time: 1.992, data_time: 0.245, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8938, loss_cls: 1.1584, loss: 1.1584, grad_norm: 9.3885 2020-08-02 08:46:00,039 - mmaction - INFO - Epoch [97][2280/3757] lr: 1.000e-04, eta: 6:54:39, time: 1.944, data_time: 0.187, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8742, loss_cls: 1.2400, loss: 1.2400, grad_norm: 9.6645 2020-08-02 08:46:38,237 - mmaction - INFO - Epoch [97][2300/3757] lr: 1.000e-04, eta: 6:54:00, time: 1.911, data_time: 0.110, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8781, loss_cls: 1.2014, loss: 1.2014, grad_norm: 9.4189 2020-08-02 08:47:18,377 - mmaction - INFO - Epoch [97][2320/3757] lr: 1.000e-04, eta: 6:53:21, time: 1.998, data_time: 0.650, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8773, loss_cls: 1.2344, loss: 1.2344, grad_norm: 9.7055 2020-08-02 08:47:56,290 - mmaction - INFO - Epoch [97][2340/3757] lr: 1.000e-04, eta: 6:52:42, time: 1.906, data_time: 0.210, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8820, loss_cls: 1.2329, loss: 1.2329, grad_norm: 9.6969 2020-08-02 08:48:35,035 - mmaction - INFO - Epoch [97][2360/3757] lr: 1.000e-04, eta: 6:52:03, time: 1.937, data_time: 0.257, memory: 5170, top1_acc: 0.7406, top5_acc: 0.8992, loss_cls: 1.0781, loss: 1.0781, grad_norm: 9.3367 2020-08-02 08:49:14,002 - mmaction - INFO - Epoch [97][2380/3757] lr: 1.000e-04, eta: 6:51:24, time: 1.949, data_time: 0.085, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8633, loss_cls: 1.2705, loss: 1.2705, grad_norm: 9.7783 2020-08-02 08:49:54,382 - mmaction - INFO - Epoch [97][2400/3757] lr: 1.000e-04, eta: 6:50:45, time: 2.015, data_time: 0.083, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8805, loss_cls: 1.1612, loss: 1.1612, grad_norm: 9.3575 2020-08-02 08:50:34,201 - mmaction - INFO - Epoch [97][2420/3757] lr: 1.000e-04, eta: 6:50:06, time: 1.993, data_time: 0.470, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8750, loss_cls: 1.2095, loss: 1.2095, grad_norm: 9.6355 2020-08-02 08:51:11,485 - mmaction - INFO - Epoch [97][2440/3757] lr: 1.000e-04, eta: 6:49:26, time: 1.863, data_time: 0.301, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8633, loss_cls: 1.3074, loss: 1.3074, grad_norm: 9.8113 2020-08-02 08:51:52,843 - mmaction - INFO - Epoch [97][2460/3757] lr: 1.000e-04, eta: 6:48:47, time: 2.062, data_time: 0.008, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8938, loss_cls: 1.1520, loss: 1.1520, grad_norm: 9.5247 2020-08-02 08:52:32,423 - mmaction - INFO - Epoch [97][2480/3757] lr: 1.000e-04, eta: 6:48:08, time: 1.977, data_time: 0.011, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8828, loss_cls: 1.1799, loss: 1.1799, grad_norm: 9.2905 2020-08-02 08:53:08,667 - mmaction - INFO - Epoch [97][2500/3757] lr: 1.000e-04, eta: 6:47:29, time: 1.820, data_time: 0.012, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8797, loss_cls: 1.2108, loss: 1.2108, grad_norm: 9.3969 2020-08-02 08:53:47,580 - mmaction - INFO - Epoch [97][2520/3757] lr: 1.000e-04, eta: 6:46:50, time: 1.944, data_time: 0.151, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8875, loss_cls: 1.1641, loss: 1.1641, grad_norm: 9.5344 2020-08-02 08:54:27,990 - mmaction - INFO - Epoch [97][2540/3757] lr: 1.000e-04, eta: 6:46:11, time: 2.019, data_time: 0.559, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8805, loss_cls: 1.1668, loss: 1.1668, grad_norm: 9.3663 2020-08-02 08:55:04,762 - mmaction - INFO - Epoch [97][2560/3757] lr: 1.000e-04, eta: 6:45:32, time: 1.842, data_time: 0.389, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8844, loss_cls: 1.2082, loss: 1.2082, grad_norm: 9.6008 2020-08-02 08:55:43,942 - mmaction - INFO - Epoch [97][2580/3757] lr: 1.000e-04, eta: 6:44:53, time: 1.961, data_time: 0.523, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8734, loss_cls: 1.2015, loss: 1.2015, grad_norm: 9.7688 2020-08-02 08:56:22,649 - mmaction - INFO - Epoch [97][2600/3757] lr: 1.000e-04, eta: 6:44:14, time: 1.933, data_time: 0.294, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8852, loss_cls: 1.1463, loss: 1.1463, grad_norm: 9.2534 2020-08-02 08:56:57,887 - mmaction - INFO - Epoch [97][2620/3757] lr: 1.000e-04, eta: 6:43:35, time: 1.765, data_time: 0.292, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8891, loss_cls: 1.1306, loss: 1.1306, grad_norm: 9.2541 2020-08-02 08:57:39,100 - mmaction - INFO - Epoch [97][2640/3757] lr: 1.000e-04, eta: 6:42:56, time: 2.053, data_time: 0.010, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8711, loss_cls: 1.1763, loss: 1.1763, grad_norm: 9.3337 2020-08-02 08:58:19,360 - mmaction - INFO - Epoch [97][2660/3757] lr: 1.000e-04, eta: 6:42:17, time: 2.019, data_time: 0.011, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8758, loss_cls: 1.1846, loss: 1.1846, grad_norm: 9.6129 2020-08-02 08:58:57,841 - mmaction - INFO - Epoch [97][2680/3757] lr: 1.000e-04, eta: 6:41:38, time: 1.926, data_time: 0.504, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8883, loss_cls: 1.1266, loss: 1.1266, grad_norm: 9.1902 2020-08-02 08:59:38,988 - mmaction - INFO - Epoch [97][2700/3757] lr: 1.000e-04, eta: 6:40:59, time: 2.048, data_time: 1.402, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8867, loss_cls: 1.1962, loss: 1.1962, grad_norm: 9.7401 2020-08-02 09:00:15,716 - mmaction - INFO - Epoch [97][2720/3757] lr: 1.000e-04, eta: 6:40:20, time: 1.832, data_time: 1.188, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8859, loss_cls: 1.2182, loss: 1.2182, grad_norm: 9.5543 2020-08-02 09:00:54,077 - mmaction - INFO - Epoch [97][2740/3757] lr: 1.000e-04, eta: 6:39:41, time: 1.930, data_time: 1.205, memory: 5170, top1_acc: 0.7344, top5_acc: 0.8930, loss_cls: 1.0801, loss: 1.0801, grad_norm: 9.1773 2020-08-02 09:01:35,648 - mmaction - INFO - Epoch [97][2760/3757] lr: 1.000e-04, eta: 6:39:02, time: 2.072, data_time: 1.262, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8805, loss_cls: 1.1811, loss: 1.1811, grad_norm: 9.3971 2020-08-02 09:02:14,586 - mmaction - INFO - Epoch [97][2780/3757] lr: 1.000e-04, eta: 6:38:23, time: 1.956, data_time: 1.385, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8750, loss_cls: 1.1961, loss: 1.1961, grad_norm: 9.7229 2020-08-02 09:02:56,344 - mmaction - INFO - Epoch [97][2800/3757] lr: 1.000e-04, eta: 6:37:44, time: 2.080, data_time: 1.356, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8828, loss_cls: 1.2026, loss: 1.2026, grad_norm: 9.7676 2020-08-02 09:03:34,715 - mmaction - INFO - Epoch [97][2820/3757] lr: 1.000e-04, eta: 6:37:05, time: 1.917, data_time: 1.341, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8836, loss_cls: 1.1177, loss: 1.1177, grad_norm: 9.0381 2020-08-02 09:04:10,636 - mmaction - INFO - Epoch [97][2840/3757] lr: 1.000e-04, eta: 6:36:26, time: 1.804, data_time: 1.140, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8820, loss_cls: 1.1707, loss: 1.1707, grad_norm: 9.1958 2020-08-02 09:04:50,431 - mmaction - INFO - Epoch [97][2860/3757] lr: 1.000e-04, eta: 6:35:47, time: 1.991, data_time: 1.404, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8742, loss_cls: 1.1955, loss: 1.1955, grad_norm: 9.2877 2020-08-02 09:05:28,454 - mmaction - INFO - Epoch [97][2880/3757] lr: 1.000e-04, eta: 6:35:08, time: 1.896, data_time: 1.330, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8883, loss_cls: 1.1717, loss: 1.1717, grad_norm: 9.4761 2020-08-02 09:06:05,941 - mmaction - INFO - Epoch [97][2900/3757] lr: 1.000e-04, eta: 6:34:29, time: 1.879, data_time: 1.229, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8836, loss_cls: 1.1913, loss: 1.1913, grad_norm: 9.8706 2020-08-02 09:06:47,693 - mmaction - INFO - Epoch [97][2920/3757] lr: 1.000e-04, eta: 6:33:50, time: 2.082, data_time: 1.472, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8867, loss_cls: 1.1489, loss: 1.1489, grad_norm: 9.2398 2020-08-02 09:07:22,011 - mmaction - INFO - Epoch [97][2940/3757] lr: 1.000e-04, eta: 6:33:10, time: 1.722, data_time: 1.158, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8859, loss_cls: 1.1718, loss: 1.1718, grad_norm: 9.4915 2020-08-02 09:08:02,078 - mmaction - INFO - Epoch [97][2960/3757] lr: 1.000e-04, eta: 6:32:31, time: 1.996, data_time: 1.207, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8789, loss_cls: 1.2127, loss: 1.2127, grad_norm: 9.5885 2020-08-02 09:08:39,812 - mmaction - INFO - Epoch [97][2980/3757] lr: 1.000e-04, eta: 6:31:52, time: 1.895, data_time: 1.178, memory: 5170, top1_acc: 0.7109, top5_acc: 0.9039, loss_cls: 1.1249, loss: 1.1249, grad_norm: 9.5849 2020-08-02 09:09:20,778 - mmaction - INFO - Epoch [97][3000/3757] lr: 1.000e-04, eta: 6:31:13, time: 2.043, data_time: 1.378, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8898, loss_cls: 1.1657, loss: 1.1657, grad_norm: 9.4408 2020-08-02 09:09:56,746 - mmaction - INFO - Epoch [97][3020/3757] lr: 1.000e-04, eta: 6:30:34, time: 1.804, data_time: 1.147, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8695, loss_cls: 1.2195, loss: 1.2195, grad_norm: 9.7038 2020-08-02 09:10:41,310 - mmaction - INFO - Epoch [97][3040/3757] lr: 1.000e-04, eta: 6:29:55, time: 2.227, data_time: 1.024, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8898, loss_cls: 1.1371, loss: 1.1371, grad_norm: 9.1570 2020-08-02 09:11:19,181 - mmaction - INFO - Epoch [97][3060/3757] lr: 1.000e-04, eta: 6:29:16, time: 1.889, data_time: 0.008, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8906, loss_cls: 1.0929, loss: 1.0929, grad_norm: 9.1357 2020-08-02 09:11:54,667 - mmaction - INFO - Epoch [97][3080/3757] lr: 1.000e-04, eta: 6:28:37, time: 1.779, data_time: 0.038, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8820, loss_cls: 1.1741, loss: 1.1741, grad_norm: 9.4793 2020-08-02 09:12:36,489 - mmaction - INFO - Epoch [97][3100/3757] lr: 1.000e-04, eta: 6:27:58, time: 2.086, data_time: 0.081, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8938, loss_cls: 1.1577, loss: 1.1577, grad_norm: 9.4240 2020-08-02 09:13:13,439 - mmaction - INFO - Epoch [97][3120/3757] lr: 1.000e-04, eta: 6:27:19, time: 1.845, data_time: 0.088, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8961, loss_cls: 1.1202, loss: 1.1202, grad_norm: 9.3173 2020-08-02 09:13:55,071 - mmaction - INFO - Epoch [97][3140/3757] lr: 1.000e-04, eta: 6:26:40, time: 2.086, data_time: 0.028, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8898, loss_cls: 1.1165, loss: 1.1165, grad_norm: 9.2646 2020-08-02 09:14:33,145 - mmaction - INFO - Epoch [97][3160/3757] lr: 1.000e-04, eta: 6:26:01, time: 1.898, data_time: 0.012, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8617, loss_cls: 1.2451, loss: 1.2451, grad_norm: 9.8072 2020-08-02 09:15:15,479 - mmaction - INFO - Epoch [97][3180/3757] lr: 1.000e-04, eta: 6:25:22, time: 2.122, data_time: 0.012, memory: 5170, top1_acc: 0.7320, top5_acc: 0.8859, loss_cls: 1.1361, loss: 1.1361, grad_norm: 9.1631 2020-08-02 09:15:52,225 - mmaction - INFO - Epoch [97][3200/3757] lr: 1.000e-04, eta: 6:24:43, time: 1.835, data_time: 0.008, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8836, loss_cls: 1.1441, loss: 1.1441, grad_norm: 9.4507 2020-08-02 09:16:32,756 - mmaction - INFO - Epoch [97][3220/3757] lr: 1.000e-04, eta: 6:24:04, time: 2.031, data_time: 0.008, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8781, loss_cls: 1.2153, loss: 1.2153, grad_norm: 9.7010 2020-08-02 09:17:11,847 - mmaction - INFO - Epoch [97][3240/3757] lr: 1.000e-04, eta: 6:23:25, time: 1.954, data_time: 0.045, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8641, loss_cls: 1.2593, loss: 1.2593, grad_norm: 9.8496 2020-08-02 09:17:49,443 - mmaction - INFO - Epoch [97][3260/3757] lr: 1.000e-04, eta: 6:22:46, time: 1.881, data_time: 0.006, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8891, loss_cls: 1.1082, loss: 1.1082, grad_norm: 9.2696 2020-08-02 09:18:29,962 - mmaction - INFO - Epoch [97][3280/3757] lr: 1.000e-04, eta: 6:22:07, time: 2.023, data_time: 0.010, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8875, loss_cls: 1.2083, loss: 1.2083, grad_norm: 9.5572 2020-08-02 09:19:07,540 - mmaction - INFO - Epoch [97][3300/3757] lr: 1.000e-04, eta: 6:21:28, time: 1.880, data_time: 0.023, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8938, loss_cls: 1.1550, loss: 1.1550, grad_norm: 9.5759 2020-08-02 09:19:46,136 - mmaction - INFO - Epoch [97][3320/3757] lr: 1.000e-04, eta: 6:20:49, time: 1.927, data_time: 0.054, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8969, loss_cls: 1.1532, loss: 1.1532, grad_norm: 9.4591 2020-08-02 09:20:27,030 - mmaction - INFO - Epoch [97][3340/3757] lr: 1.000e-04, eta: 6:20:10, time: 2.051, data_time: 0.010, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8945, loss_cls: 1.1264, loss: 1.1264, grad_norm: 9.2499 2020-08-02 09:21:05,550 - mmaction - INFO - Epoch [97][3360/3757] lr: 1.000e-04, eta: 6:19:31, time: 1.923, data_time: 0.003, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8805, loss_cls: 1.1687, loss: 1.1687, grad_norm: 9.7397 2020-08-02 09:21:45,888 - mmaction - INFO - Epoch [97][3380/3757] lr: 1.000e-04, eta: 6:18:52, time: 2.015, data_time: 0.020, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8906, loss_cls: 1.1057, loss: 1.1057, grad_norm: 9.1162 2020-08-02 09:22:22,435 - mmaction - INFO - Epoch [97][3400/3757] lr: 1.000e-04, eta: 6:18:13, time: 1.825, data_time: 0.029, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8961, loss_cls: 1.1353, loss: 1.1353, grad_norm: 9.5845 2020-08-02 09:23:01,415 - mmaction - INFO - Epoch [97][3420/3757] lr: 1.000e-04, eta: 6:17:34, time: 1.956, data_time: 0.062, memory: 5170, top1_acc: 0.6805, top5_acc: 0.8656, loss_cls: 1.2715, loss: 1.2715, grad_norm: 9.8504 2020-08-02 09:23:39,970 - mmaction - INFO - Epoch [97][3440/3757] lr: 1.000e-04, eta: 6:16:55, time: 1.924, data_time: 0.036, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8797, loss_cls: 1.1802, loss: 1.1802, grad_norm: 9.3801 2020-08-02 09:24:18,847 - mmaction - INFO - Epoch [97][3460/3757] lr: 1.000e-04, eta: 6:16:16, time: 1.947, data_time: 0.009, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8875, loss_cls: 1.1574, loss: 1.1574, grad_norm: 9.2049 2020-08-02 09:24:53,688 - mmaction - INFO - Epoch [97][3480/3757] lr: 1.000e-04, eta: 6:15:37, time: 1.742, data_time: 0.040, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8781, loss_cls: 1.2121, loss: 1.2121, grad_norm: 9.6778 2020-08-02 09:25:38,408 - mmaction - INFO - Epoch [97][3500/3757] lr: 1.000e-04, eta: 6:14:58, time: 2.235, data_time: 0.068, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8875, loss_cls: 1.1206, loss: 1.1206, grad_norm: 9.2702 2020-08-02 09:26:16,662 - mmaction - INFO - Epoch [97][3520/3757] lr: 1.000e-04, eta: 6:14:19, time: 1.905, data_time: 0.009, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8891, loss_cls: 1.1633, loss: 1.1633, grad_norm: 9.2680 2020-08-02 09:26:51,967 - mmaction - INFO - Epoch [97][3540/3757] lr: 1.000e-04, eta: 6:13:39, time: 1.771, data_time: 0.012, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8875, loss_cls: 1.1084, loss: 1.1084, grad_norm: 9.0589 2020-08-02 09:27:31,249 - mmaction - INFO - Epoch [97][3560/3757] lr: 1.000e-04, eta: 6:13:00, time: 1.964, data_time: 0.297, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8797, loss_cls: 1.2135, loss: 1.2135, grad_norm: 9.9595 2020-08-02 09:28:08,409 - mmaction - INFO - Epoch [97][3580/3757] lr: 1.000e-04, eta: 6:12:21, time: 1.862, data_time: 0.038, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8945, loss_cls: 1.1089, loss: 1.1089, grad_norm: 9.4181 2020-08-02 09:28:48,465 - mmaction - INFO - Epoch [97][3600/3757] lr: 1.000e-04, eta: 6:11:42, time: 2.003, data_time: 0.007, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8945, loss_cls: 1.1427, loss: 1.1427, grad_norm: 10.0554 2020-08-02 09:29:27,829 - mmaction - INFO - Epoch [97][3620/3757] lr: 1.000e-04, eta: 6:11:03, time: 1.968, data_time: 0.089, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8797, loss_cls: 1.1755, loss: 1.1755, grad_norm: 9.8751 2020-08-02 09:30:05,073 - mmaction - INFO - Epoch [97][3640/3757] lr: 1.000e-04, eta: 6:10:24, time: 1.863, data_time: 0.008, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8859, loss_cls: 1.2000, loss: 1.2000, grad_norm: 9.4135 2020-08-02 09:30:42,873 - mmaction - INFO - Epoch [97][3660/3757] lr: 1.000e-04, eta: 6:09:45, time: 1.890, data_time: 0.002, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8734, loss_cls: 1.2232, loss: 1.2232, grad_norm: 9.5623 2020-08-02 09:31:22,394 - mmaction - INFO - Epoch [97][3680/3757] lr: 1.000e-04, eta: 6:09:06, time: 1.970, data_time: 0.061, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8719, loss_cls: 1.2394, loss: 1.2394, grad_norm: 10.0423 2020-08-02 09:32:01,788 - mmaction - INFO - Epoch [97][3700/3757] lr: 1.000e-04, eta: 6:08:27, time: 1.973, data_time: 0.318, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8766, loss_cls: 1.2635, loss: 1.2635, grad_norm: 9.6870 2020-08-02 09:32:42,364 - mmaction - INFO - Epoch [97][3720/3757] lr: 1.000e-04, eta: 6:07:48, time: 2.030, data_time: 0.213, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8828, loss_cls: 1.1863, loss: 1.1863, grad_norm: 9.8471 2020-08-02 09:33:16,955 - mmaction - INFO - Epoch [97][3740/3757] lr: 1.000e-04, eta: 6:07:09, time: 1.727, data_time: 0.397, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8750, loss_cls: 1.2271, loss: 1.2271, grad_norm: 9.5388 2020-08-02 09:33:45,390 - mmaction - INFO - Saving checkpoint at 97 epochs 2020-08-02 09:34:39,461 - mmaction - INFO - Epoch [98][20/3757] lr: 1.000e-04, eta: 6:05:56, time: 2.604, data_time: 1.149, memory: 5170, top1_acc: 0.7406, top5_acc: 0.9016, loss_cls: 1.0874, loss: 1.0874, grad_norm: 9.1672 2020-08-02 09:35:18,779 - mmaction - INFO - Epoch [98][40/3757] lr: 1.000e-04, eta: 6:05:17, time: 1.965, data_time: 0.063, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8641, loss_cls: 1.2515, loss: 1.2515, grad_norm: 9.4620 2020-08-02 09:35:57,754 - mmaction - INFO - Epoch [98][60/3757] lr: 1.000e-04, eta: 6:04:38, time: 1.957, data_time: 0.012, memory: 5170, top1_acc: 0.7328, top5_acc: 0.8883, loss_cls: 1.1180, loss: 1.1180, grad_norm: 9.0136 2020-08-02 09:36:36,159 - mmaction - INFO - Epoch [98][80/3757] lr: 1.000e-04, eta: 6:03:59, time: 1.919, data_time: 0.006, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8758, loss_cls: 1.2097, loss: 1.2097, grad_norm: 9.4333 2020-08-02 09:37:17,771 - mmaction - INFO - Epoch [98][100/3757] lr: 1.000e-04, eta: 6:03:20, time: 2.080, data_time: 0.279, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8773, loss_cls: 1.2159, loss: 1.2159, grad_norm: 9.3055 2020-08-02 09:37:57,236 - mmaction - INFO - Epoch [98][120/3757] lr: 1.000e-04, eta: 6:02:41, time: 1.965, data_time: 0.055, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8750, loss_cls: 1.2423, loss: 1.2423, grad_norm: 9.7321 2020-08-02 09:38:35,618 - mmaction - INFO - Epoch [98][140/3757] lr: 1.000e-04, eta: 6:02:02, time: 1.926, data_time: 0.643, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8898, loss_cls: 1.1618, loss: 1.1618, grad_norm: 9.4716 2020-08-02 09:39:16,213 - mmaction - INFO - Epoch [98][160/3757] lr: 1.000e-04, eta: 6:01:23, time: 2.024, data_time: 0.970, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8836, loss_cls: 1.1666, loss: 1.1666, grad_norm: 9.5464 2020-08-02 09:39:54,829 - mmaction - INFO - Epoch [98][180/3757] lr: 1.000e-04, eta: 6:00:44, time: 1.937, data_time: 0.934, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8867, loss_cls: 1.1806, loss: 1.1806, grad_norm: 9.5242 2020-08-02 09:40:34,403 - mmaction - INFO - Epoch [98][200/3757] lr: 1.000e-04, eta: 6:00:05, time: 1.977, data_time: 1.306, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8742, loss_cls: 1.1752, loss: 1.1752, grad_norm: 9.3042 2020-08-02 09:41:11,146 - mmaction - INFO - Epoch [98][220/3757] lr: 1.000e-04, eta: 5:59:26, time: 1.841, data_time: 1.278, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8945, loss_cls: 1.0900, loss: 1.0900, grad_norm: 9.1381 2020-08-02 09:41:55,255 - mmaction - INFO - Epoch [98][240/3757] lr: 1.000e-04, eta: 5:58:47, time: 2.202, data_time: 1.641, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8836, loss_cls: 1.1449, loss: 1.1449, grad_norm: 9.2466 2020-08-02 09:42:33,573 - mmaction - INFO - Epoch [98][260/3757] lr: 1.000e-04, eta: 5:58:08, time: 1.919, data_time: 0.540, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.2062, loss: 1.2062, grad_norm: 9.6640 2020-08-02 09:43:12,042 - mmaction - INFO - Epoch [98][280/3757] lr: 1.000e-04, eta: 5:57:29, time: 1.920, data_time: 0.092, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8688, loss_cls: 1.2673, loss: 1.2673, grad_norm: 9.5560 2020-08-02 09:43:50,367 - mmaction - INFO - Epoch [98][300/3757] lr: 1.000e-04, eta: 5:56:50, time: 1.920, data_time: 0.162, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8906, loss_cls: 1.0856, loss: 1.0856, grad_norm: 9.3324 2020-08-02 09:44:32,173 - mmaction - INFO - Epoch [98][320/3757] lr: 1.000e-04, eta: 5:56:11, time: 2.090, data_time: 0.007, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8703, loss_cls: 1.2392, loss: 1.2392, grad_norm: 9.7712 2020-08-02 09:45:11,995 - mmaction - INFO - Epoch [98][340/3757] lr: 1.000e-04, eta: 5:55:32, time: 1.985, data_time: 0.005, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8727, loss_cls: 1.1978, loss: 1.1978, grad_norm: 9.9026 2020-08-02 09:45:48,493 - mmaction - INFO - Epoch [98][360/3757] lr: 1.000e-04, eta: 5:54:53, time: 1.831, data_time: 0.009, memory: 5170, top1_acc: 0.7148, top5_acc: 0.9008, loss_cls: 1.1730, loss: 1.1730, grad_norm: 9.8463 2020-08-02 09:46:26,850 - mmaction - INFO - Epoch [98][380/3757] lr: 1.000e-04, eta: 5:54:14, time: 1.910, data_time: 0.009, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8734, loss_cls: 1.1920, loss: 1.1920, grad_norm: 9.5768 2020-08-02 09:47:03,375 - mmaction - INFO - Epoch [98][400/3757] lr: 1.000e-04, eta: 5:53:35, time: 1.835, data_time: 0.011, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8805, loss_cls: 1.2167, loss: 1.2167, grad_norm: 9.9336 2020-08-02 09:47:41,965 - mmaction - INFO - Epoch [98][420/3757] lr: 1.000e-04, eta: 5:52:56, time: 1.923, data_time: 0.007, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8906, loss_cls: 1.1457, loss: 1.1457, grad_norm: 9.3307 2020-08-02 09:48:21,974 - mmaction - INFO - Epoch [98][440/3757] lr: 1.000e-04, eta: 5:52:17, time: 2.006, data_time: 0.009, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8828, loss_cls: 1.1864, loss: 1.1864, grad_norm: 9.4601 2020-08-02 09:49:00,067 - mmaction - INFO - Epoch [98][460/3757] lr: 1.000e-04, eta: 5:51:38, time: 1.899, data_time: 0.009, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8766, loss_cls: 1.1991, loss: 1.1991, grad_norm: 9.3514 2020-08-02 09:49:42,648 - mmaction - INFO - Epoch [98][480/3757] lr: 1.000e-04, eta: 5:50:59, time: 2.133, data_time: 0.008, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8836, loss_cls: 1.1701, loss: 1.1701, grad_norm: 9.4901 2020-08-02 09:50:22,882 - mmaction - INFO - Epoch [98][500/3757] lr: 1.000e-04, eta: 5:50:20, time: 2.008, data_time: 0.012, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8617, loss_cls: 1.2597, loss: 1.2597, grad_norm: 9.6110 2020-08-02 09:51:00,019 - mmaction - INFO - Epoch [98][520/3757] lr: 1.000e-04, eta: 5:49:41, time: 1.862, data_time: 0.014, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8719, loss_cls: 1.1610, loss: 1.1610, grad_norm: 9.3377 2020-08-02 09:51:38,335 - mmaction - INFO - Epoch [98][540/3757] lr: 1.000e-04, eta: 5:49:01, time: 1.914, data_time: 0.182, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8742, loss_cls: 1.1904, loss: 1.1904, grad_norm: 9.5670 2020-08-02 09:52:16,671 - mmaction - INFO - Epoch [98][560/3757] lr: 1.000e-04, eta: 5:48:22, time: 1.913, data_time: 0.059, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8820, loss_cls: 1.1444, loss: 1.1444, grad_norm: 9.2412 2020-08-02 09:52:54,437 - mmaction - INFO - Epoch [98][580/3757] lr: 1.000e-04, eta: 5:47:43, time: 1.894, data_time: 0.640, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8945, loss_cls: 1.1223, loss: 1.1223, grad_norm: 9.2540 2020-08-02 09:53:34,379 - mmaction - INFO - Epoch [98][600/3757] lr: 1.000e-04, eta: 5:47:04, time: 1.998, data_time: 0.854, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8797, loss_cls: 1.1976, loss: 1.1976, grad_norm: 9.5288 2020-08-02 09:54:14,378 - mmaction - INFO - Epoch [98][620/3757] lr: 1.000e-04, eta: 5:46:25, time: 1.995, data_time: 0.457, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8781, loss_cls: 1.2314, loss: 1.2314, grad_norm: 9.7159 2020-08-02 09:54:56,041 - mmaction - INFO - Epoch [98][640/3757] lr: 1.000e-04, eta: 5:45:46, time: 2.081, data_time: 1.226, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8898, loss_cls: 1.1762, loss: 1.1762, grad_norm: 9.5886 2020-08-02 09:55:34,001 - mmaction - INFO - Epoch [98][660/3757] lr: 1.000e-04, eta: 5:45:07, time: 1.897, data_time: 1.314, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8883, loss_cls: 1.1728, loss: 1.1728, grad_norm: 9.5067 2020-08-02 09:56:11,481 - mmaction - INFO - Epoch [98][680/3757] lr: 1.000e-04, eta: 5:44:28, time: 1.879, data_time: 1.255, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8945, loss_cls: 1.0967, loss: 1.0967, grad_norm: 8.9931 2020-08-02 09:56:51,135 - mmaction - INFO - Epoch [98][700/3757] lr: 1.000e-04, eta: 5:43:49, time: 1.980, data_time: 0.928, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8867, loss_cls: 1.1702, loss: 1.1702, grad_norm: 9.5207 2020-08-02 09:57:29,053 - mmaction - INFO - Epoch [98][720/3757] lr: 1.000e-04, eta: 5:43:10, time: 1.899, data_time: 0.473, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8852, loss_cls: 1.1516, loss: 1.1516, grad_norm: 9.2113 2020-08-02 09:58:11,155 - mmaction - INFO - Epoch [98][740/3757] lr: 1.000e-04, eta: 5:42:31, time: 2.102, data_time: 0.643, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8812, loss_cls: 1.1941, loss: 1.1941, grad_norm: 9.5980 2020-08-02 09:58:47,846 - mmaction - INFO - Epoch [98][760/3757] lr: 1.000e-04, eta: 5:41:52, time: 1.838, data_time: 1.153, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8672, loss_cls: 1.2050, loss: 1.2050, grad_norm: 9.6176 2020-08-02 09:59:23,517 - mmaction - INFO - Epoch [98][780/3757] lr: 1.000e-04, eta: 5:41:13, time: 1.779, data_time: 1.194, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8758, loss_cls: 1.2155, loss: 1.2155, grad_norm: 9.8170 2020-08-02 10:00:01,317 - mmaction - INFO - Epoch [98][800/3757] lr: 1.000e-04, eta: 5:40:34, time: 1.895, data_time: 0.699, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8914, loss_cls: 1.1560, loss: 1.1560, grad_norm: 9.4429 2020-08-02 10:00:43,349 - mmaction - INFO - Epoch [98][820/3757] lr: 1.000e-04, eta: 5:39:55, time: 2.091, data_time: 0.366, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8844, loss_cls: 1.1865, loss: 1.1865, grad_norm: 9.5515 2020-08-02 10:01:21,723 - mmaction - INFO - Epoch [98][840/3757] lr: 1.000e-04, eta: 5:39:16, time: 1.922, data_time: 0.175, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8773, loss_cls: 1.2036, loss: 1.2036, grad_norm: 9.6727 2020-08-02 10:02:03,635 - mmaction - INFO - Epoch [98][860/3757] lr: 1.000e-04, eta: 5:38:37, time: 2.103, data_time: 0.458, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8953, loss_cls: 1.1240, loss: 1.1240, grad_norm: 9.2451 2020-08-02 10:02:39,837 - mmaction - INFO - Epoch [98][880/3757] lr: 1.000e-04, eta: 5:37:58, time: 1.810, data_time: 0.011, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8781, loss_cls: 1.2020, loss: 1.2020, grad_norm: 9.5680 2020-08-02 10:03:17,942 - mmaction - INFO - Epoch [98][900/3757] lr: 1.000e-04, eta: 5:37:19, time: 1.899, data_time: 0.008, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8891, loss_cls: 1.1410, loss: 1.1410, grad_norm: 9.3364 2020-08-02 10:04:00,155 - mmaction - INFO - Epoch [98][920/3757] lr: 1.000e-04, eta: 5:36:40, time: 2.117, data_time: 0.039, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8641, loss_cls: 1.2279, loss: 1.2279, grad_norm: 9.5799 2020-08-02 10:04:35,743 - mmaction - INFO - Epoch [98][940/3757] lr: 1.000e-04, eta: 5:36:01, time: 1.772, data_time: 0.006, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8969, loss_cls: 1.1184, loss: 1.1184, grad_norm: 9.3639 2020-08-02 10:05:14,988 - mmaction - INFO - Epoch [98][960/3757] lr: 1.000e-04, eta: 5:35:22, time: 1.963, data_time: 0.017, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8695, loss_cls: 1.2090, loss: 1.2090, grad_norm: 9.5924 2020-08-02 10:05:57,519 - mmaction - INFO - Epoch [98][980/3757] lr: 1.000e-04, eta: 5:34:43, time: 2.131, data_time: 0.042, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8727, loss_cls: 1.2486, loss: 1.2486, grad_norm: 9.7428 2020-08-02 10:06:35,130 - mmaction - INFO - Epoch [98][1000/3757] lr: 1.000e-04, eta: 5:34:04, time: 1.875, data_time: 0.009, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8758, loss_cls: 1.2134, loss: 1.2134, grad_norm: 9.7136 2020-08-02 10:07:16,634 - mmaction - INFO - Epoch [98][1020/3757] lr: 1.000e-04, eta: 5:33:25, time: 2.080, data_time: 0.606, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8719, loss_cls: 1.2202, loss: 1.2202, grad_norm: 9.5851 2020-08-02 10:07:53,535 - mmaction - INFO - Epoch [98][1040/3757] lr: 1.000e-04, eta: 5:32:46, time: 1.846, data_time: 0.514, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8867, loss_cls: 1.1533, loss: 1.1533, grad_norm: 9.4918 2020-08-02 10:08:32,886 - mmaction - INFO - Epoch [98][1060/3757] lr: 1.000e-04, eta: 5:32:07, time: 1.965, data_time: 0.004, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8820, loss_cls: 1.1943, loss: 1.1943, grad_norm: 9.4013 2020-08-02 10:09:12,068 - mmaction - INFO - Epoch [98][1080/3757] lr: 1.000e-04, eta: 5:31:28, time: 1.963, data_time: 0.007, memory: 5170, top1_acc: 0.6953, top5_acc: 0.8773, loss_cls: 1.2435, loss: 1.2435, grad_norm: 9.9350 2020-08-02 10:09:51,390 - mmaction - INFO - Epoch [98][1100/3757] lr: 1.000e-04, eta: 5:30:49, time: 1.962, data_time: 0.007, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8797, loss_cls: 1.1611, loss: 1.1611, grad_norm: 9.3411 2020-08-02 10:10:34,082 - mmaction - INFO - Epoch [98][1120/3757] lr: 1.000e-04, eta: 5:30:10, time: 2.131, data_time: 0.006, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8781, loss_cls: 1.1922, loss: 1.1922, grad_norm: 9.3012 2020-08-02 10:11:10,266 - mmaction - INFO - Epoch [98][1140/3757] lr: 1.000e-04, eta: 5:29:31, time: 1.816, data_time: 0.010, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8922, loss_cls: 1.1202, loss: 1.1202, grad_norm: 9.4556 2020-08-02 10:11:51,111 - mmaction - INFO - Epoch [98][1160/3757] lr: 1.000e-04, eta: 5:28:52, time: 2.035, data_time: 0.008, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8781, loss_cls: 1.1809, loss: 1.1809, grad_norm: 9.5446 2020-08-02 10:12:28,016 - mmaction - INFO - Epoch [98][1180/3757] lr: 1.000e-04, eta: 5:28:13, time: 1.852, data_time: 0.010, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8844, loss_cls: 1.1580, loss: 1.1580, grad_norm: 9.6061 2020-08-02 10:13:07,616 - mmaction - INFO - Epoch [98][1200/3757] lr: 1.000e-04, eta: 5:27:33, time: 1.975, data_time: 0.002, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8859, loss_cls: 1.1790, loss: 1.1790, grad_norm: 9.6003 2020-08-02 10:13:46,979 - mmaction - INFO - Epoch [98][1220/3757] lr: 1.000e-04, eta: 5:26:54, time: 1.970, data_time: 0.009, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8938, loss_cls: 1.1238, loss: 1.1238, grad_norm: 9.0725 2020-08-02 10:14:28,682 - mmaction - INFO - Epoch [98][1240/3757] lr: 1.000e-04, eta: 5:26:16, time: 2.080, data_time: 0.012, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8797, loss_cls: 1.1749, loss: 1.1749, grad_norm: 9.4601 2020-08-02 10:15:06,284 - mmaction - INFO - Epoch [98][1260/3757] lr: 1.000e-04, eta: 5:25:36, time: 1.886, data_time: 0.013, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8727, loss_cls: 1.2261, loss: 1.2261, grad_norm: 9.6045 2020-08-02 10:15:46,597 - mmaction - INFO - Epoch [98][1280/3757] lr: 1.000e-04, eta: 5:24:57, time: 2.017, data_time: 0.006, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8750, loss_cls: 1.1866, loss: 1.1866, grad_norm: 9.2612 2020-08-02 10:16:24,042 - mmaction - INFO - Epoch [98][1300/3757] lr: 1.000e-04, eta: 5:24:18, time: 1.870, data_time: 0.010, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8828, loss_cls: 1.1431, loss: 1.1431, grad_norm: 9.6528 2020-08-02 10:17:03,003 - mmaction - INFO - Epoch [98][1320/3757] lr: 1.000e-04, eta: 5:23:39, time: 1.946, data_time: 0.081, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8953, loss_cls: 1.0856, loss: 1.0856, grad_norm: 9.3527 2020-08-02 10:17:42,938 - mmaction - INFO - Epoch [98][1340/3757] lr: 1.000e-04, eta: 5:23:00, time: 2.000, data_time: 0.010, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8742, loss_cls: 1.1888, loss: 1.1888, grad_norm: 9.4788 2020-08-02 10:18:22,486 - mmaction - INFO - Epoch [98][1360/3757] lr: 1.000e-04, eta: 5:22:21, time: 1.978, data_time: 0.009, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8883, loss_cls: 1.1970, loss: 1.1970, grad_norm: 9.9794 2020-08-02 10:19:02,556 - mmaction - INFO - Epoch [98][1380/3757] lr: 1.000e-04, eta: 5:21:42, time: 1.999, data_time: 0.004, memory: 5170, top1_acc: 0.7375, top5_acc: 0.8938, loss_cls: 1.1206, loss: 1.1206, grad_norm: 9.2795 2020-08-02 10:19:37,911 - mmaction - INFO - Epoch [98][1400/3757] lr: 1.000e-04, eta: 5:21:03, time: 1.773, data_time: 0.009, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8820, loss_cls: 1.2214, loss: 1.2214, grad_norm: 9.5696 2020-08-02 10:20:15,867 - mmaction - INFO - Epoch [98][1420/3757] lr: 1.000e-04, eta: 5:20:24, time: 1.893, data_time: 0.008, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8766, loss_cls: 1.2312, loss: 1.2312, grad_norm: 9.7753 2020-08-02 10:20:57,026 - mmaction - INFO - Epoch [98][1440/3757] lr: 1.000e-04, eta: 5:19:45, time: 2.062, data_time: 0.011, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8844, loss_cls: 1.1743, loss: 1.1743, grad_norm: 9.5070 2020-08-02 10:21:36,257 - mmaction - INFO - Epoch [98][1460/3757] lr: 1.000e-04, eta: 5:19:06, time: 1.956, data_time: 0.010, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8680, loss_cls: 1.2248, loss: 1.2248, grad_norm: 9.4657 2020-08-02 10:22:14,546 - mmaction - INFO - Epoch [98][1480/3757] lr: 1.000e-04, eta: 5:18:27, time: 1.915, data_time: 0.009, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8812, loss_cls: 1.1973, loss: 1.1973, grad_norm: 9.3097 2020-08-02 10:22:53,226 - mmaction - INFO - Epoch [98][1500/3757] lr: 1.000e-04, eta: 5:17:48, time: 1.933, data_time: 0.312, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8922, loss_cls: 1.0806, loss: 1.0806, grad_norm: 9.1614 2020-08-02 10:23:33,620 - mmaction - INFO - Epoch [98][1520/3757] lr: 1.000e-04, eta: 5:17:09, time: 2.027, data_time: 0.011, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8914, loss_cls: 1.1953, loss: 1.1953, grad_norm: 9.4047 2020-08-02 10:24:11,099 - mmaction - INFO - Epoch [98][1540/3757] lr: 1.000e-04, eta: 5:16:30, time: 1.875, data_time: 0.009, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8859, loss_cls: 1.1636, loss: 1.1636, grad_norm: 9.2400 2020-08-02 10:24:47,958 - mmaction - INFO - Epoch [98][1560/3757] lr: 1.000e-04, eta: 5:15:51, time: 1.843, data_time: 0.084, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8844, loss_cls: 1.2037, loss: 1.2037, grad_norm: 9.4579 2020-08-02 10:25:31,351 - mmaction - INFO - Epoch [98][1580/3757] lr: 1.000e-04, eta: 5:15:12, time: 2.164, data_time: 0.008, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8805, loss_cls: 1.1389, loss: 1.1389, grad_norm: 9.1819 2020-08-02 10:26:08,590 - mmaction - INFO - Epoch [98][1600/3757] lr: 1.000e-04, eta: 5:14:33, time: 1.867, data_time: 0.009, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8836, loss_cls: 1.1638, loss: 1.1638, grad_norm: 9.2993 2020-08-02 10:26:48,737 - mmaction - INFO - Epoch [98][1620/3757] lr: 1.000e-04, eta: 5:13:54, time: 2.001, data_time: 0.008, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8758, loss_cls: 1.2329, loss: 1.2329, grad_norm: 9.6516 2020-08-02 10:27:26,358 - mmaction - INFO - Epoch [98][1640/3757] lr: 1.000e-04, eta: 5:13:15, time: 1.886, data_time: 0.009, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8695, loss_cls: 1.2103, loss: 1.2103, grad_norm: 9.2489 2020-08-02 10:28:06,100 - mmaction - INFO - Epoch [98][1660/3757] lr: 1.000e-04, eta: 5:12:36, time: 1.981, data_time: 0.120, memory: 5170, top1_acc: 0.6797, top5_acc: 0.8672, loss_cls: 1.2855, loss: 1.2855, grad_norm: 10.0792 2020-08-02 10:28:45,890 - mmaction - INFO - Epoch [98][1680/3757] lr: 1.000e-04, eta: 5:11:57, time: 1.995, data_time: 0.009, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8836, loss_cls: 1.1624, loss: 1.1624, grad_norm: 9.3505 2020-08-02 10:29:22,734 - mmaction - INFO - Epoch [98][1700/3757] lr: 1.000e-04, eta: 5:11:18, time: 1.837, data_time: 0.008, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8852, loss_cls: 1.1557, loss: 1.1557, grad_norm: 9.3145 2020-08-02 10:30:03,178 - mmaction - INFO - Epoch [98][1720/3757] lr: 1.000e-04, eta: 5:10:39, time: 2.027, data_time: 0.033, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8953, loss_cls: 1.1231, loss: 1.1231, grad_norm: 9.4415 2020-08-02 10:30:40,084 - mmaction - INFO - Epoch [98][1740/3757] lr: 1.000e-04, eta: 5:10:00, time: 1.845, data_time: 0.004, memory: 5170, top1_acc: 0.7211, top5_acc: 0.9000, loss_cls: 1.0784, loss: 1.0784, grad_norm: 8.9180 2020-08-02 10:31:19,407 - mmaction - INFO - Epoch [98][1760/3757] lr: 1.000e-04, eta: 5:09:21, time: 1.957, data_time: 0.010, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8938, loss_cls: 1.1094, loss: 1.1094, grad_norm: 9.2520 2020-08-02 10:32:00,895 - mmaction - INFO - Epoch [98][1780/3757] lr: 1.000e-04, eta: 5:08:42, time: 2.083, data_time: 0.013, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8891, loss_cls: 1.1788, loss: 1.1788, grad_norm: 9.7156 2020-08-02 10:32:39,872 - mmaction - INFO - Epoch [98][1800/3757] lr: 1.000e-04, eta: 5:08:03, time: 1.949, data_time: 0.085, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8789, loss_cls: 1.1700, loss: 1.1700, grad_norm: 9.7536 2020-08-02 10:33:17,320 - mmaction - INFO - Epoch [98][1820/3757] lr: 1.000e-04, eta: 5:07:24, time: 1.871, data_time: 0.175, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8914, loss_cls: 1.1301, loss: 1.1301, grad_norm: 9.3737 2020-08-02 10:33:55,556 - mmaction - INFO - Epoch [98][1840/3757] lr: 1.000e-04, eta: 5:06:44, time: 1.914, data_time: 0.847, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8898, loss_cls: 1.1207, loss: 1.1207, grad_norm: 9.2479 2020-08-02 10:34:34,202 - mmaction - INFO - Epoch [98][1860/3757] lr: 1.000e-04, eta: 5:06:05, time: 1.931, data_time: 0.847, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8703, loss_cls: 1.2550, loss: 1.2550, grad_norm: 9.4951 2020-08-02 10:35:11,325 - mmaction - INFO - Epoch [98][1880/3757] lr: 1.000e-04, eta: 5:05:26, time: 1.857, data_time: 0.987, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8914, loss_cls: 1.1185, loss: 1.1185, grad_norm: 9.4241 2020-08-02 10:35:51,660 - mmaction - INFO - Epoch [98][1900/3757] lr: 1.000e-04, eta: 5:04:47, time: 2.017, data_time: 0.754, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8836, loss_cls: 1.1786, loss: 1.1786, grad_norm: 9.2758 2020-08-02 10:36:30,793 - mmaction - INFO - Epoch [98][1920/3757] lr: 1.000e-04, eta: 5:04:08, time: 1.957, data_time: 0.113, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8867, loss_cls: 1.1750, loss: 1.1750, grad_norm: 9.6813 2020-08-02 10:37:07,459 - mmaction - INFO - Epoch [98][1940/3757] lr: 1.000e-04, eta: 5:03:29, time: 1.831, data_time: 0.009, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8758, loss_cls: 1.1891, loss: 1.1891, grad_norm: 9.3180 2020-08-02 10:37:48,148 - mmaction - INFO - Epoch [98][1960/3757] lr: 1.000e-04, eta: 5:02:50, time: 2.034, data_time: 0.005, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8836, loss_cls: 1.1470, loss: 1.1470, grad_norm: 9.1431 2020-08-02 10:38:26,393 - mmaction - INFO - Epoch [98][1980/3757] lr: 1.000e-04, eta: 5:02:11, time: 1.908, data_time: 0.011, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8914, loss_cls: 1.1150, loss: 1.1150, grad_norm: 9.2447 2020-08-02 10:39:07,359 - mmaction - INFO - Epoch [98][2000/3757] lr: 1.000e-04, eta: 5:01:32, time: 2.051, data_time: 0.024, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8914, loss_cls: 1.1325, loss: 1.1325, grad_norm: 9.5356 2020-08-02 10:39:47,396 - mmaction - INFO - Epoch [98][2020/3757] lr: 1.000e-04, eta: 5:00:53, time: 2.007, data_time: 0.079, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8820, loss_cls: 1.1396, loss: 1.1396, grad_norm: 9.4038 2020-08-02 10:40:27,538 - mmaction - INFO - Epoch [98][2040/3757] lr: 1.000e-04, eta: 5:00:14, time: 2.004, data_time: 0.293, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8750, loss_cls: 1.2212, loss: 1.2212, grad_norm: 9.4015 2020-08-02 10:41:08,796 - mmaction - INFO - Epoch [98][2060/3757] lr: 1.000e-04, eta: 4:59:35, time: 2.061, data_time: 0.058, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8797, loss_cls: 1.2161, loss: 1.2161, grad_norm: 9.5148 2020-08-02 10:41:47,207 - mmaction - INFO - Epoch [98][2080/3757] lr: 1.000e-04, eta: 4:58:56, time: 1.925, data_time: 0.193, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8836, loss_cls: 1.1717, loss: 1.1717, grad_norm: 9.2472 2020-08-02 10:42:27,918 - mmaction - INFO - Epoch [98][2100/3757] lr: 1.000e-04, eta: 4:58:17, time: 2.036, data_time: 1.121, memory: 5170, top1_acc: 0.7430, top5_acc: 0.8984, loss_cls: 1.0438, loss: 1.0438, grad_norm: 9.0383 2020-08-02 10:43:01,916 - mmaction - INFO - Epoch [98][2120/3757] lr: 1.000e-04, eta: 4:57:38, time: 1.695, data_time: 0.466, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8797, loss_cls: 1.2253, loss: 1.2253, grad_norm: 9.6609 2020-08-02 10:43:40,644 - mmaction - INFO - Epoch [98][2140/3757] lr: 1.000e-04, eta: 4:56:59, time: 1.940, data_time: 0.037, memory: 5170, top1_acc: 0.7398, top5_acc: 0.8906, loss_cls: 1.0910, loss: 1.0910, grad_norm: 8.9996 2020-08-02 10:44:23,605 - mmaction - INFO - Epoch [98][2160/3757] lr: 1.000e-04, eta: 4:56:20, time: 2.142, data_time: 0.008, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8828, loss_cls: 1.1600, loss: 1.1600, grad_norm: 9.3329 2020-08-02 10:45:01,752 - mmaction - INFO - Epoch [98][2180/3757] lr: 1.000e-04, eta: 4:55:41, time: 1.915, data_time: 0.010, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8805, loss_cls: 1.2063, loss: 1.2063, grad_norm: 9.6931 2020-08-02 10:45:39,431 - mmaction - INFO - Epoch [98][2200/3757] lr: 1.000e-04, eta: 4:55:02, time: 1.880, data_time: 0.008, memory: 5170, top1_acc: 0.7312, top5_acc: 0.9023, loss_cls: 1.0800, loss: 1.0800, grad_norm: 9.3232 2020-08-02 10:46:17,246 - mmaction - INFO - Epoch [98][2220/3757] lr: 1.000e-04, eta: 4:54:23, time: 1.894, data_time: 0.199, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8867, loss_cls: 1.1915, loss: 1.1915, grad_norm: 9.7383 2020-08-02 10:46:56,202 - mmaction - INFO - Epoch [98][2240/3757] lr: 1.000e-04, eta: 4:53:44, time: 1.941, data_time: 0.024, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8859, loss_cls: 1.1605, loss: 1.1605, grad_norm: 9.3506 2020-08-02 10:47:35,637 - mmaction - INFO - Epoch [98][2260/3757] lr: 1.000e-04, eta: 4:53:05, time: 1.979, data_time: 0.100, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8922, loss_cls: 1.1272, loss: 1.1272, grad_norm: 9.3728 2020-08-02 10:48:17,218 - mmaction - INFO - Epoch [98][2280/3757] lr: 1.000e-04, eta: 4:52:26, time: 2.074, data_time: 0.019, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8859, loss_cls: 1.1163, loss: 1.1163, grad_norm: 9.3573 2020-08-02 10:48:58,146 - mmaction - INFO - Epoch [98][2300/3757] lr: 1.000e-04, eta: 4:51:47, time: 2.053, data_time: 0.143, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8766, loss_cls: 1.1876, loss: 1.1876, grad_norm: 9.6379 2020-08-02 10:49:35,559 - mmaction - INFO - Epoch [98][2320/3757] lr: 1.000e-04, eta: 4:51:08, time: 1.861, data_time: 0.008, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8820, loss_cls: 1.2183, loss: 1.2183, grad_norm: 9.5695 2020-08-02 10:50:14,773 - mmaction - INFO - Epoch [98][2340/3757] lr: 1.000e-04, eta: 4:50:29, time: 1.968, data_time: 0.012, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8734, loss_cls: 1.2415, loss: 1.2415, grad_norm: 9.7761 2020-08-02 10:50:52,481 - mmaction - INFO - Epoch [98][2360/3757] lr: 1.000e-04, eta: 4:49:50, time: 1.886, data_time: 0.415, memory: 5170, top1_acc: 0.7352, top5_acc: 0.9031, loss_cls: 1.1034, loss: 1.1034, grad_norm: 9.4023 2020-08-02 10:51:32,251 - mmaction - INFO - Epoch [98][2380/3757] lr: 1.000e-04, eta: 4:49:11, time: 1.989, data_time: 0.043, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.1512, loss: 1.1512, grad_norm: 9.5277 2020-08-02 10:52:09,562 - mmaction - INFO - Epoch [98][2400/3757] lr: 1.000e-04, eta: 4:48:32, time: 1.866, data_time: 0.020, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8992, loss_cls: 1.0992, loss: 1.0992, grad_norm: 9.3477 2020-08-02 10:52:49,999 - mmaction - INFO - Epoch [98][2420/3757] lr: 1.000e-04, eta: 4:47:53, time: 2.018, data_time: 0.142, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8875, loss_cls: 1.1355, loss: 1.1355, grad_norm: 9.4834 2020-08-02 10:53:32,332 - mmaction - INFO - Epoch [98][2440/3757] lr: 1.000e-04, eta: 4:47:14, time: 2.121, data_time: 0.013, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8984, loss_cls: 1.0782, loss: 1.0782, grad_norm: 9.0588 2020-08-02 10:54:12,655 - mmaction - INFO - Epoch [98][2460/3757] lr: 1.000e-04, eta: 4:46:35, time: 2.015, data_time: 0.006, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8891, loss_cls: 1.1656, loss: 1.1656, grad_norm: 9.3953 2020-08-02 10:54:51,525 - mmaction - INFO - Epoch [98][2480/3757] lr: 1.000e-04, eta: 4:45:56, time: 1.944, data_time: 0.003, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8719, loss_cls: 1.2747, loss: 1.2747, grad_norm: 9.7279 2020-08-02 10:55:27,373 - mmaction - INFO - Epoch [98][2500/3757] lr: 1.000e-04, eta: 4:45:17, time: 1.792, data_time: 0.005, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8758, loss_cls: 1.1776, loss: 1.1776, grad_norm: 9.4006 2020-08-02 10:56:01,768 - mmaction - INFO - Epoch [98][2520/3757] lr: 1.000e-04, eta: 4:44:37, time: 1.719, data_time: 0.204, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8602, loss_cls: 1.2559, loss: 1.2559, grad_norm: 9.6227 2020-08-02 10:56:44,620 - mmaction - INFO - Epoch [98][2540/3757] lr: 1.000e-04, eta: 4:43:58, time: 2.135, data_time: 0.337, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8742, loss_cls: 1.1742, loss: 1.1742, grad_norm: 9.3347 2020-08-02 10:57:21,444 - mmaction - INFO - Epoch [98][2560/3757] lr: 1.000e-04, eta: 4:43:19, time: 1.849, data_time: 0.569, memory: 5170, top1_acc: 0.6883, top5_acc: 0.8727, loss_cls: 1.2628, loss: 1.2628, grad_norm: 9.8280 2020-08-02 10:58:00,994 - mmaction - INFO - Epoch [98][2580/3757] lr: 1.000e-04, eta: 4:42:40, time: 1.976, data_time: 0.905, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8930, loss_cls: 1.1570, loss: 1.1570, grad_norm: 9.7121 2020-08-02 10:58:41,509 - mmaction - INFO - Epoch [98][2600/3757] lr: 1.000e-04, eta: 4:42:01, time: 2.026, data_time: 0.289, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8828, loss_cls: 1.1544, loss: 1.1544, grad_norm: 9.1462 2020-08-02 10:59:22,007 - mmaction - INFO - Epoch [98][2620/3757] lr: 1.000e-04, eta: 4:41:22, time: 2.020, data_time: 0.009, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8852, loss_cls: 1.1816, loss: 1.1816, grad_norm: 9.7171 2020-08-02 10:59:58,923 - mmaction - INFO - Epoch [98][2640/3757] lr: 1.000e-04, eta: 4:40:43, time: 1.849, data_time: 0.088, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8797, loss_cls: 1.1714, loss: 1.1714, grad_norm: 9.5199 2020-08-02 11:00:40,764 - mmaction - INFO - Epoch [98][2660/3757] lr: 1.000e-04, eta: 4:40:04, time: 2.086, data_time: 0.104, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8789, loss_cls: 1.2311, loss: 1.2311, grad_norm: 9.5686 2020-08-02 11:01:21,396 - mmaction - INFO - Epoch [98][2680/3757] lr: 1.000e-04, eta: 4:39:25, time: 2.038, data_time: 0.237, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8695, loss_cls: 1.2419, loss: 1.2419, grad_norm: 9.7813 2020-08-02 11:02:00,684 - mmaction - INFO - Epoch [98][2700/3757] lr: 1.000e-04, eta: 4:38:46, time: 1.962, data_time: 0.247, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8805, loss_cls: 1.1656, loss: 1.1656, grad_norm: 9.4743 2020-08-02 11:02:40,850 - mmaction - INFO - Epoch [98][2720/3757] lr: 1.000e-04, eta: 4:38:07, time: 2.011, data_time: 0.016, memory: 5170, top1_acc: 0.7320, top5_acc: 0.8891, loss_cls: 1.1740, loss: 1.1740, grad_norm: 9.4155 2020-08-02 11:03:19,900 - mmaction - INFO - Epoch [98][2740/3757] lr: 1.000e-04, eta: 4:37:28, time: 1.955, data_time: 0.008, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8797, loss_cls: 1.1476, loss: 1.1476, grad_norm: 9.2341 2020-08-02 11:03:58,550 - mmaction - INFO - Epoch [98][2760/3757] lr: 1.000e-04, eta: 4:36:49, time: 1.925, data_time: 0.009, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8766, loss_cls: 1.2118, loss: 1.2118, grad_norm: 9.5964 2020-08-02 11:04:37,485 - mmaction - INFO - Epoch [98][2780/3757] lr: 1.000e-04, eta: 4:36:10, time: 1.952, data_time: 0.012, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8875, loss_cls: 1.1379, loss: 1.1379, grad_norm: 9.6460 2020-08-02 11:05:16,819 - mmaction - INFO - Epoch [98][2800/3757] lr: 1.000e-04, eta: 4:35:31, time: 1.964, data_time: 0.008, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8734, loss_cls: 1.1610, loss: 1.1610, grad_norm: 9.4877 2020-08-02 11:05:55,947 - mmaction - INFO - Epoch [98][2820/3757] lr: 1.000e-04, eta: 4:34:52, time: 1.961, data_time: 0.010, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8891, loss_cls: 1.1505, loss: 1.1505, grad_norm: 9.3905 2020-08-02 11:06:35,326 - mmaction - INFO - Epoch [98][2840/3757] lr: 1.000e-04, eta: 4:34:13, time: 1.966, data_time: 0.013, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8703, loss_cls: 1.2386, loss: 1.2386, grad_norm: 9.5778 2020-08-02 11:07:12,533 - mmaction - INFO - Epoch [98][2860/3757] lr: 1.000e-04, eta: 4:33:34, time: 1.862, data_time: 0.207, memory: 5170, top1_acc: 0.7461, top5_acc: 0.9016, loss_cls: 1.1086, loss: 1.1086, grad_norm: 9.1453 2020-08-02 11:07:53,632 - mmaction - INFO - Epoch [98][2880/3757] lr: 1.000e-04, eta: 4:32:55, time: 2.052, data_time: 0.139, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8953, loss_cls: 1.1686, loss: 1.1686, grad_norm: 9.6896 2020-08-02 11:08:31,802 - mmaction - INFO - Epoch [98][2900/3757] lr: 1.000e-04, eta: 4:32:16, time: 1.913, data_time: 0.019, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8891, loss_cls: 1.1463, loss: 1.1463, grad_norm: 9.5835 2020-08-02 11:09:09,504 - mmaction - INFO - Epoch [98][2920/3757] lr: 1.000e-04, eta: 4:31:37, time: 1.885, data_time: 0.737, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8828, loss_cls: 1.2174, loss: 1.2174, grad_norm: 9.9357 2020-08-02 11:09:47,900 - mmaction - INFO - Epoch [98][2940/3757] lr: 1.000e-04, eta: 4:30:58, time: 1.914, data_time: 0.696, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8758, loss_cls: 1.2162, loss: 1.2162, grad_norm: 9.2171 2020-08-02 11:10:28,229 - mmaction - INFO - Epoch [98][2960/3757] lr: 1.000e-04, eta: 4:30:19, time: 2.017, data_time: 0.009, memory: 5170, top1_acc: 0.6836, top5_acc: 0.8641, loss_cls: 1.2802, loss: 1.2802, grad_norm: 9.7312 2020-08-02 11:11:09,122 - mmaction - INFO - Epoch [98][2980/3757] lr: 1.000e-04, eta: 4:29:40, time: 2.048, data_time: 0.010, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8750, loss_cls: 1.2048, loss: 1.2048, grad_norm: 9.5404 2020-08-02 11:11:45,456 - mmaction - INFO - Epoch [98][3000/3757] lr: 1.000e-04, eta: 4:29:01, time: 1.817, data_time: 0.009, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8898, loss_cls: 1.1267, loss: 1.1267, grad_norm: 9.4637 2020-08-02 11:12:24,852 - mmaction - INFO - Epoch [98][3020/3757] lr: 1.000e-04, eta: 4:28:22, time: 1.971, data_time: 0.473, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8797, loss_cls: 1.1564, loss: 1.1564, grad_norm: 9.4822 2020-08-02 11:13:03,614 - mmaction - INFO - Epoch [98][3040/3757] lr: 1.000e-04, eta: 4:27:43, time: 1.939, data_time: 1.156, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8906, loss_cls: 1.1146, loss: 1.1146, grad_norm: 9.3745 2020-08-02 11:13:40,844 - mmaction - INFO - Epoch [98][3060/3757] lr: 1.000e-04, eta: 4:27:04, time: 1.858, data_time: 1.223, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8859, loss_cls: 1.1419, loss: 1.1419, grad_norm: 9.5535 2020-08-02 11:14:21,475 - mmaction - INFO - Epoch [98][3080/3757] lr: 1.000e-04, eta: 4:26:25, time: 2.031, data_time: 0.284, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8961, loss_cls: 1.1373, loss: 1.1373, grad_norm: 9.3308 2020-08-02 11:15:00,157 - mmaction - INFO - Epoch [98][3100/3757] lr: 1.000e-04, eta: 4:25:46, time: 1.937, data_time: 0.015, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8766, loss_cls: 1.2194, loss: 1.2194, grad_norm: 9.8547 2020-08-02 11:15:43,573 - mmaction - INFO - Epoch [98][3120/3757] lr: 1.000e-04, eta: 4:25:07, time: 2.160, data_time: 0.049, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8922, loss_cls: 1.1214, loss: 1.1214, grad_norm: 9.2538 2020-08-02 11:16:21,740 - mmaction - INFO - Epoch [98][3140/3757] lr: 1.000e-04, eta: 4:24:28, time: 1.918, data_time: 0.985, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8711, loss_cls: 1.2641, loss: 1.2641, grad_norm: 9.7255 2020-08-02 11:16:57,528 - mmaction - INFO - Epoch [98][3160/3757] lr: 1.000e-04, eta: 4:23:49, time: 1.787, data_time: 1.167, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8648, loss_cls: 1.2069, loss: 1.2069, grad_norm: 9.4142 2020-08-02 11:17:36,388 - mmaction - INFO - Epoch [98][3180/3757] lr: 1.000e-04, eta: 4:23:10, time: 1.945, data_time: 0.404, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8836, loss_cls: 1.1492, loss: 1.1492, grad_norm: 9.2539 2020-08-02 11:18:15,037 - mmaction - INFO - Epoch [98][3200/3757] lr: 1.000e-04, eta: 4:22:30, time: 1.927, data_time: 0.198, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8805, loss_cls: 1.1799, loss: 1.1799, grad_norm: 9.3145 2020-08-02 11:18:53,259 - mmaction - INFO - Epoch [98][3220/3757] lr: 1.000e-04, eta: 4:21:51, time: 1.919, data_time: 0.010, memory: 5170, top1_acc: 0.7336, top5_acc: 0.8984, loss_cls: 1.1202, loss: 1.1202, grad_norm: 9.3141 2020-08-02 11:19:32,889 - mmaction - INFO - Epoch [98][3240/3757] lr: 1.000e-04, eta: 4:21:12, time: 1.980, data_time: 0.002, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8867, loss_cls: 1.1379, loss: 1.1379, grad_norm: 9.2945 2020-08-02 11:20:10,414 - mmaction - INFO - Epoch [98][3260/3757] lr: 1.000e-04, eta: 4:20:33, time: 1.873, data_time: 0.010, memory: 5170, top1_acc: 0.7148, top5_acc: 0.9047, loss_cls: 1.0987, loss: 1.0987, grad_norm: 9.5604 2020-08-02 11:20:50,547 - mmaction - INFO - Epoch [98][3280/3757] lr: 1.000e-04, eta: 4:19:54, time: 2.011, data_time: 0.006, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8719, loss_cls: 1.1780, loss: 1.1780, grad_norm: 9.5084 2020-08-02 11:21:32,403 - mmaction - INFO - Epoch [98][3300/3757] lr: 1.000e-04, eta: 4:19:15, time: 2.085, data_time: 0.015, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8797, loss_cls: 1.1268, loss: 1.1268, grad_norm: 9.3096 2020-08-02 11:22:12,441 - mmaction - INFO - Epoch [98][3320/3757] lr: 1.000e-04, eta: 4:18:36, time: 2.005, data_time: 0.010, memory: 5170, top1_acc: 0.7242, top5_acc: 0.9023, loss_cls: 1.0992, loss: 1.0992, grad_norm: 9.3468 2020-08-02 11:22:54,992 - mmaction - INFO - Epoch [98][3340/3757] lr: 1.000e-04, eta: 4:17:57, time: 2.129, data_time: 0.008, memory: 5170, top1_acc: 0.6742, top5_acc: 0.8750, loss_cls: 1.3084, loss: 1.3084, grad_norm: 10.2771 2020-08-02 11:23:29,368 - mmaction - INFO - Epoch [98][3360/3757] lr: 1.000e-04, eta: 4:17:18, time: 1.720, data_time: 0.009, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8719, loss_cls: 1.2078, loss: 1.2078, grad_norm: 9.5819 2020-08-02 11:24:08,931 - mmaction - INFO - Epoch [98][3380/3757] lr: 1.000e-04, eta: 4:16:39, time: 1.976, data_time: 0.010, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8805, loss_cls: 1.1852, loss: 1.1852, grad_norm: 9.2237 2020-08-02 11:24:47,200 - mmaction - INFO - Epoch [98][3400/3757] lr: 1.000e-04, eta: 4:16:00, time: 1.917, data_time: 0.006, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8664, loss_cls: 1.2135, loss: 1.2135, grad_norm: 9.7651 2020-08-02 11:25:29,553 - mmaction - INFO - Epoch [98][3420/3757] lr: 1.000e-04, eta: 4:15:21, time: 2.115, data_time: 0.008, memory: 5170, top1_acc: 0.7328, top5_acc: 0.8867, loss_cls: 1.1327, loss: 1.1327, grad_norm: 9.3851 2020-08-02 11:26:08,205 - mmaction - INFO - Epoch [98][3440/3757] lr: 1.000e-04, eta: 4:14:42, time: 1.934, data_time: 0.008, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8844, loss_cls: 1.1517, loss: 1.1517, grad_norm: 9.5692 2020-08-02 11:26:44,834 - mmaction - INFO - Epoch [98][3460/3757] lr: 1.000e-04, eta: 4:14:03, time: 1.824, data_time: 0.010, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8875, loss_cls: 1.1833, loss: 1.1833, grad_norm: 9.7549 2020-08-02 11:27:25,931 - mmaction - INFO - Epoch [98][3480/3757] lr: 1.000e-04, eta: 4:13:24, time: 2.063, data_time: 0.050, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8906, loss_cls: 1.1548, loss: 1.1548, grad_norm: 9.2669 2020-08-02 11:28:03,016 - mmaction - INFO - Epoch [98][3500/3757] lr: 1.000e-04, eta: 4:12:45, time: 1.855, data_time: 0.052, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8922, loss_cls: 1.1261, loss: 1.1261, grad_norm: 9.4470 2020-08-02 11:28:39,603 - mmaction - INFO - Epoch [98][3520/3757] lr: 1.000e-04, eta: 4:12:06, time: 1.826, data_time: 0.005, memory: 5170, top1_acc: 0.7250, top5_acc: 0.9031, loss_cls: 1.0912, loss: 1.0912, grad_norm: 9.1600 2020-08-02 11:29:17,612 - mmaction - INFO - Epoch [98][3540/3757] lr: 1.000e-04, eta: 4:11:27, time: 1.894, data_time: 0.010, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8922, loss_cls: 1.1848, loss: 1.1848, grad_norm: 9.6322 2020-08-02 11:29:58,398 - mmaction - INFO - Epoch [98][3560/3757] lr: 1.000e-04, eta: 4:10:48, time: 2.049, data_time: 0.013, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8883, loss_cls: 1.1677, loss: 1.1677, grad_norm: 9.4258 2020-08-02 11:30:36,286 - mmaction - INFO - Epoch [98][3580/3757] lr: 1.000e-04, eta: 4:10:09, time: 1.887, data_time: 0.010, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8883, loss_cls: 1.1437, loss: 1.1437, grad_norm: 9.2787 2020-08-02 11:31:18,270 - mmaction - INFO - Epoch [98][3600/3757] lr: 1.000e-04, eta: 4:09:30, time: 2.107, data_time: 0.019, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8805, loss_cls: 1.1820, loss: 1.1820, grad_norm: 9.4613 2020-08-02 11:31:57,222 - mmaction - INFO - Epoch [98][3620/3757] lr: 1.000e-04, eta: 4:08:51, time: 1.937, data_time: 0.008, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8852, loss_cls: 1.1803, loss: 1.1803, grad_norm: 9.5871 2020-08-02 11:32:33,677 - mmaction - INFO - Epoch [98][3640/3757] lr: 1.000e-04, eta: 4:08:12, time: 1.832, data_time: 0.014, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8680, loss_cls: 1.2950, loss: 1.2950, grad_norm: 9.8304 2020-08-02 11:33:13,542 - mmaction - INFO - Epoch [98][3660/3757] lr: 1.000e-04, eta: 4:07:33, time: 1.995, data_time: 0.004, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8938, loss_cls: 1.1498, loss: 1.1498, grad_norm: 9.5837 2020-08-02 11:33:54,725 - mmaction - INFO - Epoch [98][3680/3757] lr: 1.000e-04, eta: 4:06:54, time: 2.053, data_time: 0.007, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8820, loss_cls: 1.1622, loss: 1.1622, grad_norm: 9.4902 2020-08-02 11:34:31,468 - mmaction - INFO - Epoch [98][3700/3757] lr: 1.000e-04, eta: 4:06:15, time: 1.841, data_time: 0.029, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8758, loss_cls: 1.1751, loss: 1.1751, grad_norm: 9.3831 2020-08-02 11:35:11,598 - mmaction - INFO - Epoch [98][3720/3757] lr: 1.000e-04, eta: 4:05:36, time: 2.006, data_time: 0.020, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8719, loss_cls: 1.2816, loss: 1.2816, grad_norm: 9.6321 2020-08-02 11:35:50,585 - mmaction - INFO - Epoch [98][3740/3757] lr: 1.000e-04, eta: 4:04:57, time: 1.950, data_time: 0.004, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8820, loss_cls: 1.2181, loss: 1.2181, grad_norm: 9.6488 2020-08-02 11:36:18,874 - mmaction - INFO - Saving checkpoint at 98 epochs 2020-08-02 11:37:14,043 - mmaction - INFO - Epoch [99][20/3757] lr: 1.000e-04, eta: 4:03:44, time: 2.672, data_time: 1.425, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8867, loss_cls: 1.1613, loss: 1.1613, grad_norm: 9.3851 2020-08-02 11:37:54,333 - mmaction - INFO - Epoch [99][40/3757] lr: 1.000e-04, eta: 4:03:05, time: 2.022, data_time: 0.308, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8844, loss_cls: 1.1740, loss: 1.1740, grad_norm: 9.6199 2020-08-02 11:38:34,533 - mmaction - INFO - Epoch [99][60/3757] lr: 1.000e-04, eta: 4:02:26, time: 2.003, data_time: 0.220, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8859, loss_cls: 1.1867, loss: 1.1867, grad_norm: 9.7645 2020-08-02 11:39:12,527 - mmaction - INFO - Epoch [99][80/3757] lr: 1.000e-04, eta: 4:01:47, time: 1.905, data_time: 0.074, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8828, loss_cls: 1.1757, loss: 1.1757, grad_norm: 9.3583 2020-08-02 11:39:51,518 - mmaction - INFO - Epoch [99][100/3757] lr: 1.000e-04, eta: 4:01:08, time: 1.943, data_time: 0.011, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8891, loss_cls: 1.1242, loss: 1.1242, grad_norm: 9.4248 2020-08-02 11:40:30,225 - mmaction - INFO - Epoch [99][120/3757] lr: 1.000e-04, eta: 4:00:29, time: 1.935, data_time: 0.171, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8711, loss_cls: 1.2296, loss: 1.2296, grad_norm: 9.7627 2020-08-02 11:41:08,442 - mmaction - INFO - Epoch [99][140/3757] lr: 1.000e-04, eta: 3:59:50, time: 1.919, data_time: 0.358, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8734, loss_cls: 1.2216, loss: 1.2216, grad_norm: 9.3404 2020-08-02 11:41:49,182 - mmaction - INFO - Epoch [99][160/3757] lr: 1.000e-04, eta: 3:59:11, time: 2.025, data_time: 0.018, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8805, loss_cls: 1.1886, loss: 1.1886, grad_norm: 9.6633 2020-08-02 11:42:29,456 - mmaction - INFO - Epoch [99][180/3757] lr: 1.000e-04, eta: 3:58:32, time: 2.019, data_time: 0.014, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8711, loss_cls: 1.2341, loss: 1.2341, grad_norm: 9.6792 2020-08-02 11:43:06,775 - mmaction - INFO - Epoch [99][200/3757] lr: 1.000e-04, eta: 3:57:53, time: 1.865, data_time: 0.009, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8898, loss_cls: 1.1323, loss: 1.1323, grad_norm: 9.6090 2020-08-02 11:43:47,735 - mmaction - INFO - Epoch [99][220/3757] lr: 1.000e-04, eta: 3:57:14, time: 2.054, data_time: 0.011, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8945, loss_cls: 1.1492, loss: 1.1492, grad_norm: 9.5007 2020-08-02 11:44:26,711 - mmaction - INFO - Epoch [99][240/3757] lr: 1.000e-04, eta: 3:56:35, time: 1.943, data_time: 0.009, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8727, loss_cls: 1.2099, loss: 1.2099, grad_norm: 9.6552 2020-08-02 11:45:07,839 - mmaction - INFO - Epoch [99][260/3757] lr: 1.000e-04, eta: 3:55:56, time: 2.063, data_time: 0.010, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8891, loss_cls: 1.1533, loss: 1.1533, grad_norm: 9.3635 2020-08-02 11:45:48,732 - mmaction - INFO - Epoch [99][280/3757] lr: 1.000e-04, eta: 3:55:17, time: 2.043, data_time: 0.005, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8820, loss_cls: 1.1877, loss: 1.1877, grad_norm: 9.5642 2020-08-02 11:46:26,544 - mmaction - INFO - Epoch [99][300/3757] lr: 1.000e-04, eta: 3:54:38, time: 1.894, data_time: 0.010, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8852, loss_cls: 1.1343, loss: 1.1343, grad_norm: 9.4367 2020-08-02 11:47:03,149 - mmaction - INFO - Epoch [99][320/3757] lr: 1.000e-04, eta: 3:53:59, time: 1.824, data_time: 0.007, memory: 5170, top1_acc: 0.7336, top5_acc: 0.8891, loss_cls: 1.1127, loss: 1.1127, grad_norm: 9.3672 2020-08-02 11:47:40,333 - mmaction - INFO - Epoch [99][340/3757] lr: 1.000e-04, eta: 3:53:20, time: 1.865, data_time: 0.010, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8930, loss_cls: 1.0955, loss: 1.0955, grad_norm: 9.0299 2020-08-02 11:48:18,372 - mmaction - INFO - Epoch [99][360/3757] lr: 1.000e-04, eta: 3:52:41, time: 1.894, data_time: 0.008, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8836, loss_cls: 1.1878, loss: 1.1878, grad_norm: 9.6641 2020-08-02 11:48:58,609 - mmaction - INFO - Epoch [99][380/3757] lr: 1.000e-04, eta: 3:52:02, time: 2.020, data_time: 0.011, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8922, loss_cls: 1.1224, loss: 1.1224, grad_norm: 9.5041 2020-08-02 11:49:36,195 - mmaction - INFO - Epoch [99][400/3757] lr: 1.000e-04, eta: 3:51:23, time: 1.875, data_time: 0.010, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8781, loss_cls: 1.2086, loss: 1.2086, grad_norm: 9.7471 2020-08-02 11:50:16,199 - mmaction - INFO - Epoch [99][420/3757] lr: 1.000e-04, eta: 3:50:44, time: 2.003, data_time: 0.009, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8844, loss_cls: 1.1870, loss: 1.1870, grad_norm: 9.4910 2020-08-02 11:50:55,241 - mmaction - INFO - Epoch [99][440/3757] lr: 1.000e-04, eta: 3:50:05, time: 1.952, data_time: 0.003, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8828, loss_cls: 1.2055, loss: 1.2055, grad_norm: 9.6394 2020-08-02 11:51:33,325 - mmaction - INFO - Epoch [99][460/3757] lr: 1.000e-04, eta: 3:49:25, time: 1.895, data_time: 0.009, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8953, loss_cls: 1.0869, loss: 1.0869, grad_norm: 9.2882 2020-08-02 11:52:16,979 - mmaction - INFO - Epoch [99][480/3757] lr: 1.000e-04, eta: 3:48:47, time: 2.187, data_time: 0.029, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8852, loss_cls: 1.2709, loss: 1.2709, grad_norm: 9.9186 2020-08-02 11:52:53,508 - mmaction - INFO - Epoch [99][500/3757] lr: 1.000e-04, eta: 3:48:07, time: 1.825, data_time: 0.010, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8820, loss_cls: 1.1695, loss: 1.1695, grad_norm: 9.6706 2020-08-02 11:53:33,321 - mmaction - INFO - Epoch [99][520/3757] lr: 1.000e-04, eta: 3:47:28, time: 1.992, data_time: 0.011, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8758, loss_cls: 1.1665, loss: 1.1665, grad_norm: 9.6746 2020-08-02 11:54:11,057 - mmaction - INFO - Epoch [99][540/3757] lr: 1.000e-04, eta: 3:46:49, time: 1.892, data_time: 0.008, memory: 5170, top1_acc: 0.7328, top5_acc: 0.9016, loss_cls: 1.0893, loss: 1.0893, grad_norm: 9.0108 2020-08-02 11:54:50,197 - mmaction - INFO - Epoch [99][560/3757] lr: 1.000e-04, eta: 3:46:10, time: 1.957, data_time: 0.003, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8766, loss_cls: 1.1773, loss: 1.1773, grad_norm: 9.5007 2020-08-02 11:55:31,309 - mmaction - INFO - Epoch [99][580/3757] lr: 1.000e-04, eta: 3:45:31, time: 2.053, data_time: 0.008, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8766, loss_cls: 1.1469, loss: 1.1469, grad_norm: 9.5085 2020-08-02 11:56:07,188 - mmaction - INFO - Epoch [99][600/3757] lr: 1.000e-04, eta: 3:44:52, time: 1.793, data_time: 0.009, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8961, loss_cls: 1.0939, loss: 1.0939, grad_norm: 9.3385 2020-08-02 11:56:46,315 - mmaction - INFO - Epoch [99][620/3757] lr: 1.000e-04, eta: 3:44:13, time: 1.955, data_time: 0.020, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8844, loss_cls: 1.1695, loss: 1.1695, grad_norm: 9.6079 2020-08-02 11:57:24,440 - mmaction - INFO - Epoch [99][640/3757] lr: 1.000e-04, eta: 3:43:34, time: 1.909, data_time: 0.182, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8742, loss_cls: 1.1837, loss: 1.1837, grad_norm: 9.2769 2020-08-02 11:58:07,633 - mmaction - INFO - Epoch [99][660/3757] lr: 1.000e-04, eta: 3:42:55, time: 2.158, data_time: 0.125, memory: 5170, top1_acc: 0.6813, top5_acc: 0.8789, loss_cls: 1.2830, loss: 1.2830, grad_norm: 9.8092 2020-08-02 11:58:44,663 - mmaction - INFO - Epoch [99][680/3757] lr: 1.000e-04, eta: 3:42:16, time: 1.856, data_time: 0.009, memory: 5170, top1_acc: 0.7344, top5_acc: 0.8922, loss_cls: 1.1178, loss: 1.1178, grad_norm: 9.5483 2020-08-02 11:59:21,125 - mmaction - INFO - Epoch [99][700/3757] lr: 1.000e-04, eta: 3:41:37, time: 1.813, data_time: 0.012, memory: 5170, top1_acc: 0.7328, top5_acc: 0.8961, loss_cls: 1.1186, loss: 1.1186, grad_norm: 9.3062 2020-08-02 12:00:01,253 - mmaction - INFO - Epoch [99][720/3757] lr: 1.000e-04, eta: 3:40:58, time: 2.015, data_time: 0.025, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8789, loss_cls: 1.1853, loss: 1.1853, grad_norm: 9.7321 2020-08-02 12:00:41,593 - mmaction - INFO - Epoch [99][740/3757] lr: 1.000e-04, eta: 3:40:19, time: 2.002, data_time: 0.009, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8758, loss_cls: 1.1877, loss: 1.1877, grad_norm: 9.6148 2020-08-02 12:01:20,941 - mmaction - INFO - Epoch [99][760/3757] lr: 1.000e-04, eta: 3:39:40, time: 1.984, data_time: 0.030, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8781, loss_cls: 1.1992, loss: 1.1992, grad_norm: 9.5441 2020-08-02 12:01:59,084 - mmaction - INFO - Epoch [99][780/3757] lr: 1.000e-04, eta: 3:39:01, time: 1.905, data_time: 0.008, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8820, loss_cls: 1.1512, loss: 1.1512, grad_norm: 9.2295 2020-08-02 12:02:35,973 - mmaction - INFO - Epoch [99][800/3757] lr: 1.000e-04, eta: 3:38:22, time: 1.845, data_time: 0.672, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8648, loss_cls: 1.2267, loss: 1.2267, grad_norm: 9.5567 2020-08-02 12:03:15,934 - mmaction - INFO - Epoch [99][820/3757] lr: 1.000e-04, eta: 3:37:43, time: 1.999, data_time: 0.640, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8641, loss_cls: 1.2198, loss: 1.2198, grad_norm: 9.6853 2020-08-02 12:03:55,561 - mmaction - INFO - Epoch [99][840/3757] lr: 1.000e-04, eta: 3:37:04, time: 1.977, data_time: 0.052, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8758, loss_cls: 1.1612, loss: 1.1612, grad_norm: 9.3398 2020-08-02 12:04:33,396 - mmaction - INFO - Epoch [99][860/3757] lr: 1.000e-04, eta: 3:36:25, time: 1.891, data_time: 0.006, memory: 5170, top1_acc: 0.7508, top5_acc: 0.9102, loss_cls: 1.0158, loss: 1.0158, grad_norm: 9.0271 2020-08-02 12:05:14,346 - mmaction - INFO - Epoch [99][880/3757] lr: 1.000e-04, eta: 3:35:46, time: 2.049, data_time: 0.013, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8766, loss_cls: 1.2012, loss: 1.2012, grad_norm: 9.6667 2020-08-02 12:05:51,689 - mmaction - INFO - Epoch [99][900/3757] lr: 1.000e-04, eta: 3:35:07, time: 1.870, data_time: 0.009, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8680, loss_cls: 1.2145, loss: 1.2145, grad_norm: 9.4372 2020-08-02 12:06:26,083 - mmaction - INFO - Epoch [99][920/3757] lr: 1.000e-04, eta: 3:34:28, time: 1.713, data_time: 0.008, memory: 5170, top1_acc: 0.6867, top5_acc: 0.8680, loss_cls: 1.2836, loss: 1.2836, grad_norm: 9.9995 2020-08-02 12:07:05,535 - mmaction - INFO - Epoch [99][940/3757] lr: 1.000e-04, eta: 3:33:49, time: 1.981, data_time: 0.011, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8664, loss_cls: 1.2155, loss: 1.2155, grad_norm: 9.2699 2020-08-02 12:07:43,708 - mmaction - INFO - Epoch [99][960/3757] lr: 1.000e-04, eta: 3:33:10, time: 1.902, data_time: 0.008, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8750, loss_cls: 1.2512, loss: 1.2512, grad_norm: 9.9435 2020-08-02 12:08:20,949 - mmaction - INFO - Epoch [99][980/3757] lr: 1.000e-04, eta: 3:32:31, time: 1.868, data_time: 0.009, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8891, loss_cls: 1.1332, loss: 1.1332, grad_norm: 9.4800 2020-08-02 12:09:04,262 - mmaction - INFO - Epoch [99][1000/3757] lr: 1.000e-04, eta: 3:31:52, time: 2.157, data_time: 0.146, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8680, loss_cls: 1.2069, loss: 1.2069, grad_norm: 9.5080 2020-08-02 12:09:41,479 - mmaction - INFO - Epoch [99][1020/3757] lr: 1.000e-04, eta: 3:31:13, time: 1.869, data_time: 0.012, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8797, loss_cls: 1.2329, loss: 1.2329, grad_norm: 9.9449 2020-08-02 12:10:20,426 - mmaction - INFO - Epoch [99][1040/3757] lr: 1.000e-04, eta: 3:30:33, time: 1.944, data_time: 0.010, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8734, loss_cls: 1.2142, loss: 1.2142, grad_norm: 9.8064 2020-08-02 12:10:59,474 - mmaction - INFO - Epoch [99][1060/3757] lr: 1.000e-04, eta: 3:29:54, time: 1.957, data_time: 0.009, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8836, loss_cls: 1.1554, loss: 1.1554, grad_norm: 9.2221 2020-08-02 12:11:40,821 - mmaction - INFO - Epoch [99][1080/3757] lr: 1.000e-04, eta: 3:29:15, time: 2.057, data_time: 0.066, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8789, loss_cls: 1.1172, loss: 1.1172, grad_norm: 9.1169 2020-08-02 12:12:22,136 - mmaction - INFO - Epoch [99][1100/3757] lr: 1.000e-04, eta: 3:28:36, time: 2.070, data_time: 0.133, memory: 5170, top1_acc: 0.7430, top5_acc: 0.8977, loss_cls: 1.1071, loss: 1.1071, grad_norm: 9.1405 2020-08-02 12:12:58,971 - mmaction - INFO - Epoch [99][1120/3757] lr: 1.000e-04, eta: 3:27:57, time: 1.846, data_time: 0.008, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8758, loss_cls: 1.1624, loss: 1.1624, grad_norm: 9.0278 2020-08-02 12:13:36,777 - mmaction - INFO - Epoch [99][1140/3757] lr: 1.000e-04, eta: 3:27:18, time: 1.883, data_time: 0.009, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8789, loss_cls: 1.1819, loss: 1.1819, grad_norm: 9.4481 2020-08-02 12:14:16,395 - mmaction - INFO - Epoch [99][1160/3757] lr: 1.000e-04, eta: 3:26:39, time: 1.987, data_time: 0.010, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8789, loss_cls: 1.2258, loss: 1.2258, grad_norm: 9.6279 2020-08-02 12:14:53,545 - mmaction - INFO - Epoch [99][1180/3757] lr: 1.000e-04, eta: 3:26:00, time: 1.858, data_time: 0.105, memory: 5170, top1_acc: 0.7133, top5_acc: 0.9000, loss_cls: 1.1520, loss: 1.1520, grad_norm: 9.5335 2020-08-02 12:15:31,054 - mmaction - INFO - Epoch [99][1200/3757] lr: 1.000e-04, eta: 3:25:21, time: 1.877, data_time: 0.554, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8914, loss_cls: 1.1600, loss: 1.1600, grad_norm: 9.4802 2020-08-02 12:16:11,295 - mmaction - INFO - Epoch [99][1220/3757] lr: 1.000e-04, eta: 3:24:42, time: 2.011, data_time: 0.141, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8766, loss_cls: 1.2366, loss: 1.2366, grad_norm: 9.8733 2020-08-02 12:16:48,132 - mmaction - INFO - Epoch [99][1240/3757] lr: 1.000e-04, eta: 3:24:03, time: 1.841, data_time: 0.004, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8844, loss_cls: 1.1885, loss: 1.1885, grad_norm: 9.5440 2020-08-02 12:17:28,369 - mmaction - INFO - Epoch [99][1260/3757] lr: 1.000e-04, eta: 3:23:24, time: 2.005, data_time: 0.009, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8766, loss_cls: 1.1787, loss: 1.1787, grad_norm: 9.4399 2020-08-02 12:18:07,731 - mmaction - INFO - Epoch [99][1280/3757] lr: 1.000e-04, eta: 3:22:45, time: 1.976, data_time: 0.011, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8797, loss_cls: 1.1974, loss: 1.1974, grad_norm: 9.4397 2020-08-02 12:18:49,288 - mmaction - INFO - Epoch [99][1300/3757] lr: 1.000e-04, eta: 3:22:06, time: 2.079, data_time: 0.008, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8734, loss_cls: 1.2465, loss: 1.2465, grad_norm: 9.9313 2020-08-02 12:19:26,226 - mmaction - INFO - Epoch [99][1320/3757] lr: 1.000e-04, eta: 3:21:27, time: 1.846, data_time: 0.003, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8812, loss_cls: 1.1998, loss: 1.1998, grad_norm: 9.5745 2020-08-02 12:20:06,811 - mmaction - INFO - Epoch [99][1340/3757] lr: 1.000e-04, eta: 3:20:48, time: 2.029, data_time: 0.008, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8828, loss_cls: 1.1677, loss: 1.1677, grad_norm: 9.4997 2020-08-02 12:20:44,911 - mmaction - INFO - Epoch [99][1360/3757] lr: 1.000e-04, eta: 3:20:09, time: 1.904, data_time: 0.003, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8898, loss_cls: 1.1462, loss: 1.1462, grad_norm: 9.5207 2020-08-02 12:21:24,534 - mmaction - INFO - Epoch [99][1380/3757] lr: 1.000e-04, eta: 3:19:30, time: 1.971, data_time: 0.073, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8875, loss_cls: 1.1605, loss: 1.1605, grad_norm: 9.5479 2020-08-02 12:22:04,677 - mmaction - INFO - Epoch [99][1400/3757] lr: 1.000e-04, eta: 3:18:51, time: 2.011, data_time: 0.020, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8797, loss_cls: 1.2204, loss: 1.2204, grad_norm: 9.6167 2020-08-02 12:22:43,159 - mmaction - INFO - Epoch [99][1420/3757] lr: 1.000e-04, eta: 3:18:12, time: 1.931, data_time: 0.035, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8789, loss_cls: 1.1928, loss: 1.1928, grad_norm: 9.7070 2020-08-02 12:23:22,290 - mmaction - INFO - Epoch [99][1440/3757] lr: 1.000e-04, eta: 3:17:33, time: 1.957, data_time: 0.003, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8898, loss_cls: 1.1451, loss: 1.1451, grad_norm: 9.6388 2020-08-02 12:24:00,962 - mmaction - INFO - Epoch [99][1460/3757] lr: 1.000e-04, eta: 3:16:54, time: 1.930, data_time: 0.008, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8867, loss_cls: 1.1769, loss: 1.1769, grad_norm: 9.5964 2020-08-02 12:24:39,513 - mmaction - INFO - Epoch [99][1480/3757] lr: 1.000e-04, eta: 3:16:15, time: 1.931, data_time: 0.006, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8766, loss_cls: 1.1623, loss: 1.1623, grad_norm: 9.1888 2020-08-02 12:25:19,335 - mmaction - INFO - Epoch [99][1500/3757] lr: 1.000e-04, eta: 3:15:36, time: 1.983, data_time: 0.023, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8789, loss_cls: 1.1757, loss: 1.1757, grad_norm: 9.5645 2020-08-02 12:25:58,771 - mmaction - INFO - Epoch [99][1520/3757] lr: 1.000e-04, eta: 3:14:57, time: 1.979, data_time: 0.012, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8875, loss_cls: 1.1541, loss: 1.1541, grad_norm: 9.2865 2020-08-02 12:26:36,833 - mmaction - INFO - Epoch [99][1540/3757] lr: 1.000e-04, eta: 3:14:18, time: 1.897, data_time: 0.069, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8914, loss_cls: 1.1427, loss: 1.1427, grad_norm: 9.4729 2020-08-02 12:27:13,956 - mmaction - INFO - Epoch [99][1560/3757] lr: 1.000e-04, eta: 3:13:39, time: 1.862, data_time: 0.016, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8883, loss_cls: 1.1577, loss: 1.1577, grad_norm: 9.4552 2020-08-02 12:27:54,273 - mmaction - INFO - Epoch [99][1580/3757] lr: 1.000e-04, eta: 3:13:00, time: 2.015, data_time: 0.018, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8852, loss_cls: 1.1717, loss: 1.1717, grad_norm: 9.6648 2020-08-02 12:28:37,683 - mmaction - INFO - Epoch [99][1600/3757] lr: 1.000e-04, eta: 3:12:21, time: 2.164, data_time: 0.149, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8742, loss_cls: 1.2185, loss: 1.2185, grad_norm: 9.8103 2020-08-02 12:29:13,355 - mmaction - INFO - Epoch [99][1620/3757] lr: 1.000e-04, eta: 3:11:42, time: 1.789, data_time: 0.011, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8891, loss_cls: 1.1022, loss: 1.1022, grad_norm: 9.2742 2020-08-02 12:29:53,221 - mmaction - INFO - Epoch [99][1640/3757] lr: 1.000e-04, eta: 3:11:03, time: 1.994, data_time: 0.079, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8859, loss_cls: 1.1550, loss: 1.1550, grad_norm: 9.3540 2020-08-02 12:30:29,026 - mmaction - INFO - Epoch [99][1660/3757] lr: 1.000e-04, eta: 3:10:24, time: 1.786, data_time: 0.055, memory: 5170, top1_acc: 0.7320, top5_acc: 0.8961, loss_cls: 1.1179, loss: 1.1179, grad_norm: 9.4014 2020-08-02 12:31:09,515 - mmaction - INFO - Epoch [99][1680/3757] lr: 1.000e-04, eta: 3:09:45, time: 2.029, data_time: 0.262, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8719, loss_cls: 1.2457, loss: 1.2457, grad_norm: 9.8278 2020-08-02 12:31:45,608 - mmaction - INFO - Epoch [99][1700/3757] lr: 1.000e-04, eta: 3:09:05, time: 1.797, data_time: 0.010, memory: 5170, top1_acc: 0.7258, top5_acc: 0.9000, loss_cls: 1.1118, loss: 1.1118, grad_norm: 9.1872 2020-08-02 12:32:27,043 - mmaction - INFO - Epoch [99][1720/3757] lr: 1.000e-04, eta: 3:08:26, time: 2.076, data_time: 0.011, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8930, loss_cls: 1.1508, loss: 1.1508, grad_norm: 9.4367 2020-08-02 12:33:06,732 - mmaction - INFO - Epoch [99][1740/3757] lr: 1.000e-04, eta: 3:07:47, time: 1.987, data_time: 0.010, memory: 5170, top1_acc: 0.7328, top5_acc: 0.8984, loss_cls: 1.0920, loss: 1.0920, grad_norm: 9.2314 2020-08-02 12:33:46,149 - mmaction - INFO - Epoch [99][1760/3757] lr: 1.000e-04, eta: 3:07:08, time: 1.966, data_time: 0.010, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8742, loss_cls: 1.2148, loss: 1.2148, grad_norm: 9.5845 2020-08-02 12:34:24,159 - mmaction - INFO - Epoch [99][1780/3757] lr: 1.000e-04, eta: 3:06:29, time: 1.900, data_time: 0.015, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8812, loss_cls: 1.1964, loss: 1.1964, grad_norm: 9.5666 2020-08-02 12:35:04,257 - mmaction - INFO - Epoch [99][1800/3757] lr: 1.000e-04, eta: 3:05:50, time: 2.011, data_time: 0.009, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8852, loss_cls: 1.2006, loss: 1.2006, grad_norm: 9.5809 2020-08-02 12:35:42,850 - mmaction - INFO - Epoch [99][1820/3757] lr: 1.000e-04, eta: 3:05:11, time: 1.928, data_time: 0.002, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8969, loss_cls: 1.1137, loss: 1.1137, grad_norm: 9.1988 2020-08-02 12:36:23,931 - mmaction - INFO - Epoch [99][1840/3757] lr: 1.000e-04, eta: 3:04:32, time: 2.054, data_time: 0.852, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8727, loss_cls: 1.2003, loss: 1.2003, grad_norm: 9.2890 2020-08-02 12:37:02,278 - mmaction - INFO - Epoch [99][1860/3757] lr: 1.000e-04, eta: 3:03:53, time: 1.916, data_time: 1.339, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8750, loss_cls: 1.1894, loss: 1.1894, grad_norm: 9.7651 2020-08-02 12:37:38,725 - mmaction - INFO - Epoch [99][1880/3757] lr: 1.000e-04, eta: 3:03:14, time: 1.814, data_time: 0.910, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8891, loss_cls: 1.1294, loss: 1.1294, grad_norm: 9.1620 2020-08-02 12:38:17,169 - mmaction - INFO - Epoch [99][1900/3757] lr: 1.000e-04, eta: 3:02:35, time: 1.932, data_time: 1.218, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8742, loss_cls: 1.1980, loss: 1.1980, grad_norm: 9.4810 2020-08-02 12:38:52,200 - mmaction - INFO - Epoch [99][1920/3757] lr: 1.000e-04, eta: 3:01:56, time: 1.752, data_time: 0.974, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8922, loss_cls: 1.1231, loss: 1.1231, grad_norm: 9.2965 2020-08-02 12:39:31,604 - mmaction - INFO - Epoch [99][1940/3757] lr: 1.000e-04, eta: 3:01:17, time: 1.962, data_time: 0.124, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8711, loss_cls: 1.2209, loss: 1.2209, grad_norm: 9.5756 2020-08-02 12:40:12,305 - mmaction - INFO - Epoch [99][1960/3757] lr: 1.000e-04, eta: 3:00:38, time: 2.036, data_time: 0.013, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8719, loss_cls: 1.2521, loss: 1.2521, grad_norm: 9.8529 2020-08-02 12:40:50,350 - mmaction - INFO - Epoch [99][1980/3757] lr: 1.000e-04, eta: 2:59:59, time: 1.911, data_time: 0.012, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8883, loss_cls: 1.1533, loss: 1.1533, grad_norm: 9.6114 2020-08-02 12:41:33,064 - mmaction - INFO - Epoch [99][2000/3757] lr: 1.000e-04, eta: 2:59:20, time: 2.136, data_time: 0.034, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8914, loss_cls: 1.1270, loss: 1.1270, grad_norm: 9.2625 2020-08-02 12:42:13,009 - mmaction - INFO - Epoch [99][2020/3757] lr: 1.000e-04, eta: 2:58:41, time: 1.989, data_time: 0.006, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8836, loss_cls: 1.1251, loss: 1.1251, grad_norm: 9.6484 2020-08-02 12:42:49,244 - mmaction - INFO - Epoch [99][2040/3757] lr: 1.000e-04, eta: 2:58:02, time: 1.817, data_time: 0.021, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8820, loss_cls: 1.1630, loss: 1.1630, grad_norm: 9.4428 2020-08-02 12:43:28,108 - mmaction - INFO - Epoch [99][2060/3757] lr: 1.000e-04, eta: 2:57:23, time: 1.945, data_time: 0.010, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8812, loss_cls: 1.1920, loss: 1.1920, grad_norm: 9.8196 2020-08-02 12:44:05,999 - mmaction - INFO - Epoch [99][2080/3757] lr: 1.000e-04, eta: 2:56:44, time: 1.894, data_time: 0.029, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8859, loss_cls: 1.1224, loss: 1.1224, grad_norm: 9.4539 2020-08-02 12:44:49,750 - mmaction - INFO - Epoch [99][2100/3757] lr: 1.000e-04, eta: 2:56:05, time: 2.189, data_time: 0.004, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8703, loss_cls: 1.2257, loss: 1.2257, grad_norm: 9.6636 2020-08-02 12:45:25,683 - mmaction - INFO - Epoch [99][2120/3757] lr: 1.000e-04, eta: 2:55:26, time: 1.786, data_time: 0.018, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8883, loss_cls: 1.1783, loss: 1.1783, grad_norm: 9.7286 2020-08-02 12:46:05,263 - mmaction - INFO - Epoch [99][2140/3757] lr: 1.000e-04, eta: 2:54:47, time: 1.984, data_time: 0.065, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8711, loss_cls: 1.1961, loss: 1.1961, grad_norm: 9.4726 2020-08-02 12:46:47,552 - mmaction - INFO - Epoch [99][2160/3757] lr: 1.000e-04, eta: 2:54:08, time: 2.121, data_time: 0.664, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8836, loss_cls: 1.1978, loss: 1.1978, grad_norm: 9.8615 2020-08-02 12:47:25,987 - mmaction - INFO - Epoch [99][2180/3757] lr: 1.000e-04, eta: 2:53:29, time: 1.913, data_time: 1.156, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8711, loss_cls: 1.1984, loss: 1.1984, grad_norm: 9.6010 2020-08-02 12:48:06,915 - mmaction - INFO - Epoch [99][2200/3757] lr: 1.000e-04, eta: 2:52:50, time: 2.052, data_time: 0.141, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8891, loss_cls: 1.1813, loss: 1.1813, grad_norm: 9.6749 2020-08-02 12:48:46,336 - mmaction - INFO - Epoch [99][2220/3757] lr: 1.000e-04, eta: 2:52:11, time: 1.973, data_time: 0.010, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8898, loss_cls: 1.1481, loss: 1.1481, grad_norm: 9.5698 2020-08-02 12:49:21,608 - mmaction - INFO - Epoch [99][2240/3757] lr: 1.000e-04, eta: 2:51:32, time: 1.764, data_time: 0.009, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8781, loss_cls: 1.2287, loss: 1.2287, grad_norm: 9.7236 2020-08-02 12:50:04,372 - mmaction - INFO - Epoch [99][2260/3757] lr: 1.000e-04, eta: 2:50:53, time: 2.134, data_time: 0.013, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8734, loss_cls: 1.1795, loss: 1.1795, grad_norm: 9.5819 2020-08-02 12:50:43,457 - mmaction - INFO - Epoch [99][2280/3757] lr: 1.000e-04, eta: 2:50:14, time: 1.953, data_time: 0.039, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8891, loss_cls: 1.1640, loss: 1.1640, grad_norm: 9.5512 2020-08-02 12:51:22,411 - mmaction - INFO - Epoch [99][2300/3757] lr: 1.000e-04, eta: 2:49:35, time: 1.944, data_time: 0.016, memory: 5170, top1_acc: 0.7320, top5_acc: 0.8812, loss_cls: 1.1307, loss: 1.1307, grad_norm: 9.2083 2020-08-02 12:52:02,650 - mmaction - INFO - Epoch [99][2320/3757] lr: 1.000e-04, eta: 2:48:56, time: 2.021, data_time: 0.016, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8898, loss_cls: 1.0961, loss: 1.0961, grad_norm: 9.0668 2020-08-02 12:52:41,444 - mmaction - INFO - Epoch [99][2340/3757] lr: 1.000e-04, eta: 2:48:17, time: 1.932, data_time: 0.002, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8891, loss_cls: 1.1591, loss: 1.1591, grad_norm: 9.9716 2020-08-02 12:53:23,257 - mmaction - INFO - Epoch [99][2360/3757] lr: 1.000e-04, eta: 2:47:38, time: 2.098, data_time: 0.017, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8820, loss_cls: 1.1783, loss: 1.1783, grad_norm: 9.2749 2020-08-02 12:53:58,851 - mmaction - INFO - Epoch [99][2380/3757] lr: 1.000e-04, eta: 2:46:59, time: 1.778, data_time: 0.006, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8820, loss_cls: 1.1975, loss: 1.1975, grad_norm: 9.6576 2020-08-02 12:54:39,896 - mmaction - INFO - Epoch [99][2400/3757] lr: 1.000e-04, eta: 2:46:20, time: 2.051, data_time: 0.014, memory: 5170, top1_acc: 0.7344, top5_acc: 0.8781, loss_cls: 1.1431, loss: 1.1431, grad_norm: 9.2494 2020-08-02 12:55:15,119 - mmaction - INFO - Epoch [99][2420/3757] lr: 1.000e-04, eta: 2:45:40, time: 1.760, data_time: 0.006, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8938, loss_cls: 1.1296, loss: 1.1296, grad_norm: 9.3514 2020-08-02 12:55:56,596 - mmaction - INFO - Epoch [99][2440/3757] lr: 1.000e-04, eta: 2:45:01, time: 2.078, data_time: 0.009, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8820, loss_cls: 1.1764, loss: 1.1764, grad_norm: 9.6476 2020-08-02 12:56:33,138 - mmaction - INFO - Epoch [99][2460/3757] lr: 1.000e-04, eta: 2:44:22, time: 1.826, data_time: 0.209, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8828, loss_cls: 1.1727, loss: 1.1727, grad_norm: 9.4988 2020-08-02 12:57:13,848 - mmaction - INFO - Epoch [99][2480/3757] lr: 1.000e-04, eta: 2:43:43, time: 2.030, data_time: 0.338, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8961, loss_cls: 1.1691, loss: 1.1691, grad_norm: 9.6512 2020-08-02 12:57:54,637 - mmaction - INFO - Epoch [99][2500/3757] lr: 1.000e-04, eta: 2:43:04, time: 2.039, data_time: 0.775, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8828, loss_cls: 1.1707, loss: 1.1707, grad_norm: 9.8055 2020-08-02 12:58:33,675 - mmaction - INFO - Epoch [99][2520/3757] lr: 1.000e-04, eta: 2:42:25, time: 1.958, data_time: 0.276, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8953, loss_cls: 1.0899, loss: 1.0899, grad_norm: 9.3635 2020-08-02 12:59:09,778 - mmaction - INFO - Epoch [99][2540/3757] lr: 1.000e-04, eta: 2:41:46, time: 1.805, data_time: 0.034, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8945, loss_cls: 1.1504, loss: 1.1504, grad_norm: 9.5118 2020-08-02 12:59:47,382 - mmaction - INFO - Epoch [99][2560/3757] lr: 1.000e-04, eta: 2:41:07, time: 1.881, data_time: 0.034, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8883, loss_cls: 1.1081, loss: 1.1081, grad_norm: 9.2935 2020-08-02 13:00:27,119 - mmaction - INFO - Epoch [99][2580/3757] lr: 1.000e-04, eta: 2:40:28, time: 1.960, data_time: 0.145, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8930, loss_cls: 1.1248, loss: 1.1248, grad_norm: 9.5425 2020-08-02 13:01:06,666 - mmaction - INFO - Epoch [99][2600/3757] lr: 1.000e-04, eta: 2:39:49, time: 2.002, data_time: 0.528, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8727, loss_cls: 1.2661, loss: 1.2661, grad_norm: 9.7805 2020-08-02 13:01:51,339 - mmaction - INFO - Epoch [99][2620/3757] lr: 1.000e-04, eta: 2:39:10, time: 2.234, data_time: 0.091, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8820, loss_cls: 1.1809, loss: 1.1809, grad_norm: 9.4399 2020-08-02 13:02:27,444 - mmaction - INFO - Epoch [99][2640/3757] lr: 1.000e-04, eta: 2:38:31, time: 1.804, data_time: 0.005, memory: 5170, top1_acc: 0.6703, top5_acc: 0.8633, loss_cls: 1.3152, loss: 1.3152, grad_norm: 10.1072 2020-08-02 13:03:05,357 - mmaction - INFO - Epoch [99][2660/3757] lr: 1.000e-04, eta: 2:37:52, time: 1.898, data_time: 0.011, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8945, loss_cls: 1.1460, loss: 1.1460, grad_norm: 9.4229 2020-08-02 13:03:42,730 - mmaction - INFO - Epoch [99][2680/3757] lr: 1.000e-04, eta: 2:37:13, time: 1.864, data_time: 0.009, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8867, loss_cls: 1.1668, loss: 1.1668, grad_norm: 9.8030 2020-08-02 13:04:23,461 - mmaction - INFO - Epoch [99][2700/3757] lr: 1.000e-04, eta: 2:36:34, time: 2.038, data_time: 0.010, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8953, loss_cls: 1.1250, loss: 1.1250, grad_norm: 9.5848 2020-08-02 13:05:00,582 - mmaction - INFO - Epoch [99][2720/3757] lr: 1.000e-04, eta: 2:35:55, time: 1.861, data_time: 0.019, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8844, loss_cls: 1.1698, loss: 1.1698, grad_norm: 9.7524 2020-08-02 13:05:39,750 - mmaction - INFO - Epoch [99][2740/3757] lr: 1.000e-04, eta: 2:35:16, time: 1.948, data_time: 0.710, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8859, loss_cls: 1.1440, loss: 1.1440, grad_norm: 9.4647 2020-08-02 13:06:18,423 - mmaction - INFO - Epoch [99][2760/3757] lr: 1.000e-04, eta: 2:34:37, time: 1.942, data_time: 0.012, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8828, loss_cls: 1.1385, loss: 1.1385, grad_norm: 9.5888 2020-08-02 13:06:58,308 - mmaction - INFO - Epoch [99][2780/3757] lr: 1.000e-04, eta: 2:33:58, time: 1.995, data_time: 0.010, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8953, loss_cls: 1.1167, loss: 1.1167, grad_norm: 9.3227 2020-08-02 13:07:37,606 - mmaction - INFO - Epoch [99][2800/3757] lr: 1.000e-04, eta: 2:33:19, time: 1.964, data_time: 0.007, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8938, loss_cls: 1.1819, loss: 1.1819, grad_norm: 9.6122 2020-08-02 13:08:17,419 - mmaction - INFO - Epoch [99][2820/3757] lr: 1.000e-04, eta: 2:32:40, time: 1.989, data_time: 0.011, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8844, loss_cls: 1.1723, loss: 1.1723, grad_norm: 9.7847 2020-08-02 13:08:57,903 - mmaction - INFO - Epoch [99][2840/3757] lr: 1.000e-04, eta: 2:32:01, time: 2.024, data_time: 0.013, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8781, loss_cls: 1.1837, loss: 1.1837, grad_norm: 9.4447 2020-08-02 13:09:34,846 - mmaction - INFO - Epoch [99][2860/3757] lr: 1.000e-04, eta: 2:31:22, time: 1.851, data_time: 0.006, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8836, loss_cls: 1.1847, loss: 1.1847, grad_norm: 9.4896 2020-08-02 13:10:13,544 - mmaction - INFO - Epoch [99][2880/3757] lr: 1.000e-04, eta: 2:30:43, time: 1.931, data_time: 0.008, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8930, loss_cls: 1.0990, loss: 1.0990, grad_norm: 9.4090 2020-08-02 13:10:52,472 - mmaction - INFO - Epoch [99][2900/3757] lr: 1.000e-04, eta: 2:30:04, time: 1.948, data_time: 0.033, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8828, loss_cls: 1.1381, loss: 1.1381, grad_norm: 9.4311 2020-08-02 13:11:29,885 - mmaction - INFO - Epoch [99][2920/3757] lr: 1.000e-04, eta: 2:29:25, time: 1.871, data_time: 0.012, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8820, loss_cls: 1.1918, loss: 1.1918, grad_norm: 9.3948 2020-08-02 13:12:08,236 - mmaction - INFO - Epoch [99][2940/3757] lr: 1.000e-04, eta: 2:28:46, time: 1.919, data_time: 0.011, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8680, loss_cls: 1.2152, loss: 1.2152, grad_norm: 9.4022 2020-08-02 13:12:43,054 - mmaction - INFO - Epoch [99][2960/3757] lr: 1.000e-04, eta: 2:28:07, time: 1.736, data_time: 0.004, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8875, loss_cls: 1.1702, loss: 1.1702, grad_norm: 9.5479 2020-08-02 13:13:24,122 - mmaction - INFO - Epoch [99][2980/3757] lr: 1.000e-04, eta: 2:27:28, time: 2.058, data_time: 0.009, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8766, loss_cls: 1.2148, loss: 1.2148, grad_norm: 9.7135 2020-08-02 13:14:04,791 - mmaction - INFO - Epoch [99][3000/3757] lr: 1.000e-04, eta: 2:26:49, time: 2.035, data_time: 0.009, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8766, loss_cls: 1.2342, loss: 1.2342, grad_norm: 9.8496 2020-08-02 13:14:44,786 - mmaction - INFO - Epoch [99][3020/3757] lr: 1.000e-04, eta: 2:26:10, time: 2.000, data_time: 0.003, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8805, loss_cls: 1.1936, loss: 1.1936, grad_norm: 9.5875 2020-08-02 13:15:22,575 - mmaction - INFO - Epoch [99][3040/3757] lr: 1.000e-04, eta: 2:25:30, time: 1.886, data_time: 0.008, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8812, loss_cls: 1.2250, loss: 1.2250, grad_norm: 9.8119 2020-08-02 13:16:00,582 - mmaction - INFO - Epoch [99][3060/3757] lr: 1.000e-04, eta: 2:24:51, time: 1.905, data_time: 0.009, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8719, loss_cls: 1.1937, loss: 1.1937, grad_norm: 9.4831 2020-08-02 13:16:39,879 - mmaction - INFO - Epoch [99][3080/3757] lr: 1.000e-04, eta: 2:24:12, time: 1.957, data_time: 0.008, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8703, loss_cls: 1.1994, loss: 1.1994, grad_norm: 9.6532 2020-08-02 13:17:20,781 - mmaction - INFO - Epoch [99][3100/3757] lr: 1.000e-04, eta: 2:23:33, time: 2.053, data_time: 0.011, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8781, loss_cls: 1.1976, loss: 1.1976, grad_norm: 9.6683 2020-08-02 13:17:58,339 - mmaction - INFO - Epoch [99][3120/3757] lr: 1.000e-04, eta: 2:22:54, time: 1.868, data_time: 0.025, memory: 5170, top1_acc: 0.6906, top5_acc: 0.8773, loss_cls: 1.2271, loss: 1.2271, grad_norm: 9.6203 2020-08-02 13:18:40,420 - mmaction - INFO - Epoch [99][3140/3757] lr: 1.000e-04, eta: 2:22:15, time: 2.112, data_time: 0.089, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8930, loss_cls: 1.1346, loss: 1.1346, grad_norm: 9.3726 2020-08-02 13:19:19,314 - mmaction - INFO - Epoch [99][3160/3757] lr: 1.000e-04, eta: 2:21:36, time: 1.942, data_time: 0.009, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8812, loss_cls: 1.1544, loss: 1.1544, grad_norm: 9.7810 2020-08-02 13:19:58,000 - mmaction - INFO - Epoch [99][3180/3757] lr: 1.000e-04, eta: 2:20:57, time: 1.938, data_time: 0.008, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8930, loss_cls: 1.1762, loss: 1.1762, grad_norm: 9.6534 2020-08-02 13:20:32,950 - mmaction - INFO - Epoch [99][3200/3757] lr: 1.000e-04, eta: 2:20:18, time: 1.740, data_time: 0.206, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8867, loss_cls: 1.1389, loss: 1.1389, grad_norm: 9.1702 2020-08-02 13:21:13,757 - mmaction - INFO - Epoch [99][3220/3757] lr: 1.000e-04, eta: 2:19:39, time: 2.050, data_time: 0.748, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8742, loss_cls: 1.2292, loss: 1.2292, grad_norm: 9.7581 2020-08-02 13:21:52,808 - mmaction - INFO - Epoch [99][3240/3757] lr: 1.000e-04, eta: 2:19:00, time: 1.944, data_time: 0.178, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8953, loss_cls: 1.1164, loss: 1.1164, grad_norm: 9.3399 2020-08-02 13:22:31,606 - mmaction - INFO - Epoch [99][3260/3757] lr: 1.000e-04, eta: 2:18:21, time: 1.947, data_time: 0.034, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8672, loss_cls: 1.1957, loss: 1.1957, grad_norm: 9.1150 2020-08-02 13:23:13,608 - mmaction - INFO - Epoch [99][3280/3757] lr: 1.000e-04, eta: 2:17:42, time: 2.094, data_time: 0.497, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8898, loss_cls: 1.1393, loss: 1.1393, grad_norm: 9.5009 2020-08-02 13:23:50,871 - mmaction - INFO - Epoch [99][3300/3757] lr: 1.000e-04, eta: 2:17:03, time: 1.870, data_time: 0.229, memory: 5170, top1_acc: 0.7367, top5_acc: 0.8875, loss_cls: 1.1057, loss: 1.1057, grad_norm: 9.2540 2020-08-02 13:24:28,295 - mmaction - INFO - Epoch [99][3320/3757] lr: 1.000e-04, eta: 2:16:24, time: 1.870, data_time: 0.038, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8859, loss_cls: 1.1693, loss: 1.1693, grad_norm: 9.6576 2020-08-02 13:25:07,297 - mmaction - INFO - Epoch [99][3340/3757] lr: 1.000e-04, eta: 2:15:45, time: 1.948, data_time: 0.077, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8828, loss_cls: 1.1498, loss: 1.1498, grad_norm: 9.3401 2020-08-02 13:25:44,838 - mmaction - INFO - Epoch [99][3360/3757] lr: 1.000e-04, eta: 2:15:06, time: 1.880, data_time: 0.080, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8711, loss_cls: 1.1880, loss: 1.1880, grad_norm: 9.4206 2020-08-02 13:26:25,161 - mmaction - INFO - Epoch [99][3380/3757] lr: 1.000e-04, eta: 2:14:27, time: 2.013, data_time: 0.129, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8828, loss_cls: 1.1281, loss: 1.1281, grad_norm: 9.2400 2020-08-02 13:27:03,145 - mmaction - INFO - Epoch [99][3400/3757] lr: 1.000e-04, eta: 2:13:48, time: 1.901, data_time: 0.008, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8766, loss_cls: 1.2142, loss: 1.2142, grad_norm: 9.5485 2020-08-02 13:27:41,963 - mmaction - INFO - Epoch [99][3420/3757] lr: 1.000e-04, eta: 2:13:09, time: 1.939, data_time: 0.009, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8812, loss_cls: 1.1729, loss: 1.1729, grad_norm: 9.4989 2020-08-02 13:28:24,304 - mmaction - INFO - Epoch [99][3440/3757] lr: 1.000e-04, eta: 2:12:30, time: 2.113, data_time: 0.008, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8781, loss_cls: 1.2081, loss: 1.2081, grad_norm: 9.4562 2020-08-02 13:29:02,995 - mmaction - INFO - Epoch [99][3460/3757] lr: 1.000e-04, eta: 2:11:51, time: 1.941, data_time: 0.009, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8750, loss_cls: 1.2186, loss: 1.2186, grad_norm: 9.5046 2020-08-02 13:29:39,619 - mmaction - INFO - Epoch [99][3480/3757] lr: 1.000e-04, eta: 2:11:12, time: 1.828, data_time: 0.006, memory: 5170, top1_acc: 0.7336, top5_acc: 0.8922, loss_cls: 1.0857, loss: 1.0857, grad_norm: 9.0481 2020-08-02 13:30:19,457 - mmaction - INFO - Epoch [99][3500/3757] lr: 1.000e-04, eta: 2:10:33, time: 1.991, data_time: 0.011, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8930, loss_cls: 1.1208, loss: 1.1208, grad_norm: 9.2610 2020-08-02 13:31:00,987 - mmaction - INFO - Epoch [99][3520/3757] lr: 1.000e-04, eta: 2:09:54, time: 2.080, data_time: 0.008, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8844, loss_cls: 1.1478, loss: 1.1478, grad_norm: 9.6279 2020-08-02 13:31:38,494 - mmaction - INFO - Epoch [99][3540/3757] lr: 1.000e-04, eta: 2:09:15, time: 1.868, data_time: 0.008, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8703, loss_cls: 1.2272, loss: 1.2272, grad_norm: 9.3877 2020-08-02 13:32:15,916 - mmaction - INFO - Epoch [99][3560/3757] lr: 1.000e-04, eta: 2:08:36, time: 1.879, data_time: 0.049, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8859, loss_cls: 1.1359, loss: 1.1359, grad_norm: 9.4249 2020-08-02 13:32:55,302 - mmaction - INFO - Epoch [99][3580/3757] lr: 1.000e-04, eta: 2:07:57, time: 1.958, data_time: 0.020, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8891, loss_cls: 1.1600, loss: 1.1600, grad_norm: 9.5004 2020-08-02 13:33:33,097 - mmaction - INFO - Epoch [99][3600/3757] lr: 1.000e-04, eta: 2:07:18, time: 1.898, data_time: 0.013, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8781, loss_cls: 1.1656, loss: 1.1656, grad_norm: 9.5290 2020-08-02 13:34:11,070 - mmaction - INFO - Epoch [99][3620/3757] lr: 1.000e-04, eta: 2:06:39, time: 1.901, data_time: 0.005, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8930, loss_cls: 1.1819, loss: 1.1819, grad_norm: 9.7744 2020-08-02 13:34:52,514 - mmaction - INFO - Epoch [99][3640/3757] lr: 1.000e-04, eta: 2:06:00, time: 2.071, data_time: 0.003, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8883, loss_cls: 1.1671, loss: 1.1671, grad_norm: 9.4566 2020-08-02 13:35:29,105 - mmaction - INFO - Epoch [99][3660/3757] lr: 1.000e-04, eta: 2:05:21, time: 1.824, data_time: 0.097, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8945, loss_cls: 1.1256, loss: 1.1256, grad_norm: 9.4718 2020-08-02 13:36:09,734 - mmaction - INFO - Epoch [99][3680/3757] lr: 1.000e-04, eta: 2:04:42, time: 2.039, data_time: 0.834, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8867, loss_cls: 1.1362, loss: 1.1362, grad_norm: 9.3531 2020-08-02 13:36:47,865 - mmaction - INFO - Epoch [99][3700/3757] lr: 1.000e-04, eta: 2:04:02, time: 1.903, data_time: 0.235, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8805, loss_cls: 1.1646, loss: 1.1646, grad_norm: 9.2958 2020-08-02 13:37:27,229 - mmaction - INFO - Epoch [99][3720/3757] lr: 1.000e-04, eta: 2:03:23, time: 1.970, data_time: 0.017, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8711, loss_cls: 1.2516, loss: 1.2516, grad_norm: 9.8549 2020-08-02 13:38:08,748 - mmaction - INFO - Epoch [99][3740/3757] lr: 1.000e-04, eta: 2:02:44, time: 2.078, data_time: 0.009, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8797, loss_cls: 1.1828, loss: 1.1828, grad_norm: 9.4927 2020-08-02 13:38:35,229 - mmaction - INFO - Saving checkpoint at 99 epochs 2020-08-02 13:39:33,137 - mmaction - INFO - Epoch [100][20/3757] lr: 1.000e-04, eta: 2:01:32, time: 2.821, data_time: 2.278, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8672, loss_cls: 1.2407, loss: 1.2407, grad_norm: 9.8243 2020-08-02 13:40:14,263 - mmaction - INFO - Epoch [100][40/3757] lr: 1.000e-04, eta: 2:00:53, time: 2.054, data_time: 1.492, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8914, loss_cls: 1.1741, loss: 1.1741, grad_norm: 9.6596 2020-08-02 13:40:54,923 - mmaction - INFO - Epoch [100][60/3757] lr: 1.000e-04, eta: 2:00:14, time: 2.042, data_time: 1.497, memory: 5170, top1_acc: 0.7344, top5_acc: 0.8883, loss_cls: 1.0742, loss: 1.0742, grad_norm: 9.2255 2020-08-02 13:41:31,084 - mmaction - INFO - Epoch [100][80/3757] lr: 1.000e-04, eta: 1:59:35, time: 1.804, data_time: 1.237, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8891, loss_cls: 1.1609, loss: 1.1609, grad_norm: 9.7053 2020-08-02 13:42:11,020 - mmaction - INFO - Epoch [100][100/3757] lr: 1.000e-04, eta: 1:58:56, time: 1.998, data_time: 1.351, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8883, loss_cls: 1.1062, loss: 1.1062, grad_norm: 9.2785 2020-08-02 13:42:50,724 - mmaction - INFO - Epoch [100][120/3757] lr: 1.000e-04, eta: 1:58:17, time: 1.988, data_time: 1.414, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8930, loss_cls: 1.0987, loss: 1.0987, grad_norm: 9.4827 2020-08-02 13:43:32,926 - mmaction - INFO - Epoch [100][140/3757] lr: 1.000e-04, eta: 1:57:38, time: 2.104, data_time: 0.877, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8805, loss_cls: 1.1280, loss: 1.1280, grad_norm: 9.3817 2020-08-02 13:44:07,958 - mmaction - INFO - Epoch [100][160/3757] lr: 1.000e-04, eta: 1:56:59, time: 1.757, data_time: 0.014, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8781, loss_cls: 1.2270, loss: 1.2270, grad_norm: 10.0079 2020-08-02 13:44:49,975 - mmaction - INFO - Epoch [100][180/3757] lr: 1.000e-04, eta: 1:56:20, time: 2.101, data_time: 1.152, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8727, loss_cls: 1.2409, loss: 1.2409, grad_norm: 9.7404 2020-08-02 13:45:31,350 - mmaction - INFO - Epoch [100][200/3757] lr: 1.000e-04, eta: 1:55:41, time: 2.062, data_time: 0.653, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8984, loss_cls: 1.1054, loss: 1.1054, grad_norm: 9.5249 2020-08-02 13:46:07,701 - mmaction - INFO - Epoch [100][220/3757] lr: 1.000e-04, eta: 1:55:02, time: 1.821, data_time: 0.594, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8719, loss_cls: 1.1735, loss: 1.1735, grad_norm: 9.5710 2020-08-02 13:46:46,088 - mmaction - INFO - Epoch [100][240/3757] lr: 1.000e-04, eta: 1:54:23, time: 1.922, data_time: 0.772, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8828, loss_cls: 1.1483, loss: 1.1483, grad_norm: 9.6163 2020-08-02 13:47:25,788 - mmaction - INFO - Epoch [100][260/3757] lr: 1.000e-04, eta: 1:53:44, time: 1.985, data_time: 0.668, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8781, loss_cls: 1.1718, loss: 1.1718, grad_norm: 9.4841 2020-08-02 13:48:04,766 - mmaction - INFO - Epoch [100][280/3757] lr: 1.000e-04, eta: 1:53:05, time: 1.947, data_time: 0.958, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8781, loss_cls: 1.1675, loss: 1.1675, grad_norm: 9.6214 2020-08-02 13:48:45,434 - mmaction - INFO - Epoch [100][300/3757] lr: 1.000e-04, eta: 1:52:26, time: 2.036, data_time: 0.128, memory: 5170, top1_acc: 0.7016, top5_acc: 0.8703, loss_cls: 1.2382, loss: 1.2382, grad_norm: 9.9470 2020-08-02 13:49:21,166 - mmaction - INFO - Epoch [100][320/3757] lr: 1.000e-04, eta: 1:51:47, time: 1.781, data_time: 1.193, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8836, loss_cls: 1.1380, loss: 1.1380, grad_norm: 9.5562 2020-08-02 13:50:01,300 - mmaction - INFO - Epoch [100][340/3757] lr: 1.000e-04, eta: 1:51:08, time: 2.011, data_time: 1.290, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8836, loss_cls: 1.1661, loss: 1.1661, grad_norm: 9.5517 2020-08-02 13:50:39,934 - mmaction - INFO - Epoch [100][360/3757] lr: 1.000e-04, eta: 1:50:29, time: 1.930, data_time: 1.323, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8750, loss_cls: 1.1832, loss: 1.1832, grad_norm: 9.4582 2020-08-02 13:51:18,254 - mmaction - INFO - Epoch [100][380/3757] lr: 1.000e-04, eta: 1:49:50, time: 1.921, data_time: 0.999, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8711, loss_cls: 1.2367, loss: 1.2367, grad_norm: 9.5302 2020-08-02 13:51:59,430 - mmaction - INFO - Epoch [100][400/3757] lr: 1.000e-04, eta: 1:49:11, time: 2.052, data_time: 0.697, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8844, loss_cls: 1.1237, loss: 1.1237, grad_norm: 9.2960 2020-08-02 13:52:37,495 - mmaction - INFO - Epoch [100][420/3757] lr: 1.000e-04, eta: 1:48:32, time: 1.909, data_time: 1.205, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8867, loss_cls: 1.1312, loss: 1.1312, grad_norm: 9.5227 2020-08-02 13:53:18,749 - mmaction - INFO - Epoch [100][440/3757] lr: 1.000e-04, eta: 1:47:53, time: 2.060, data_time: 0.958, memory: 5170, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.1423, loss: 1.1423, grad_norm: 9.3199 2020-08-02 13:53:55,250 - mmaction - INFO - Epoch [100][460/3757] lr: 1.000e-04, eta: 1:47:13, time: 1.822, data_time: 0.159, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8883, loss_cls: 1.1206, loss: 1.1206, grad_norm: 9.5000 2020-08-02 13:54:34,169 - mmaction - INFO - Epoch [100][480/3757] lr: 1.000e-04, eta: 1:46:34, time: 1.952, data_time: 0.066, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8867, loss_cls: 1.1414, loss: 1.1414, grad_norm: 9.3816 2020-08-02 13:55:14,887 - mmaction - INFO - Epoch [100][500/3757] lr: 1.000e-04, eta: 1:45:55, time: 2.030, data_time: 0.214, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8836, loss_cls: 1.1586, loss: 1.1586, grad_norm: 9.5981 2020-08-02 13:55:53,631 - mmaction - INFO - Epoch [100][520/3757] lr: 1.000e-04, eta: 1:45:16, time: 1.943, data_time: 0.009, memory: 5170, top1_acc: 0.7266, top5_acc: 0.8852, loss_cls: 1.1304, loss: 1.1304, grad_norm: 9.4747 2020-08-02 13:56:28,868 - mmaction - INFO - Epoch [100][540/3757] lr: 1.000e-04, eta: 1:44:37, time: 1.762, data_time: 0.075, memory: 5170, top1_acc: 0.7305, top5_acc: 0.8859, loss_cls: 1.1363, loss: 1.1363, grad_norm: 9.5346 2020-08-02 13:57:10,525 - mmaction - INFO - Epoch [100][560/3757] lr: 1.000e-04, eta: 1:43:58, time: 2.076, data_time: 0.474, memory: 5170, top1_acc: 0.6961, top5_acc: 0.8750, loss_cls: 1.2387, loss: 1.2387, grad_norm: 9.7124 2020-08-02 13:57:47,743 - mmaction - INFO - Epoch [100][580/3757] lr: 1.000e-04, eta: 1:43:19, time: 1.868, data_time: 0.457, memory: 5170, top1_acc: 0.7141, top5_acc: 0.9008, loss_cls: 1.1331, loss: 1.1331, grad_norm: 9.7117 2020-08-02 13:58:25,145 - mmaction - INFO - Epoch [100][600/3757] lr: 1.000e-04, eta: 1:42:40, time: 1.870, data_time: 0.951, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8758, loss_cls: 1.2082, loss: 1.2082, grad_norm: 9.8155 2020-08-02 13:59:04,208 - mmaction - INFO - Epoch [100][620/3757] lr: 1.000e-04, eta: 1:42:01, time: 1.944, data_time: 1.147, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8930, loss_cls: 1.1351, loss: 1.1351, grad_norm: 9.3508 2020-08-02 13:59:44,959 - mmaction - INFO - Epoch [100][640/3757] lr: 1.000e-04, eta: 1:41:22, time: 2.040, data_time: 0.949, memory: 5170, top1_acc: 0.6922, top5_acc: 0.8953, loss_cls: 1.1670, loss: 1.1670, grad_norm: 9.8853 2020-08-02 14:00:20,934 - mmaction - INFO - Epoch [100][660/3757] lr: 1.000e-04, eta: 1:40:43, time: 1.796, data_time: 0.056, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8805, loss_cls: 1.1669, loss: 1.1669, grad_norm: 9.4402 2020-08-02 14:01:06,252 - mmaction - INFO - Epoch [100][680/3757] lr: 1.000e-04, eta: 1:40:04, time: 2.276, data_time: 0.084, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8914, loss_cls: 1.1502, loss: 1.1502, grad_norm: 9.1304 2020-08-02 14:01:41,294 - mmaction - INFO - Epoch [100][700/3757] lr: 1.000e-04, eta: 1:39:25, time: 1.747, data_time: 0.008, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8867, loss_cls: 1.1872, loss: 1.1872, grad_norm: 9.7453 2020-08-02 14:02:19,923 - mmaction - INFO - Epoch [100][720/3757] lr: 1.000e-04, eta: 1:38:46, time: 1.931, data_time: 0.698, memory: 5170, top1_acc: 0.7320, top5_acc: 0.8945, loss_cls: 1.0862, loss: 1.0862, grad_norm: 9.4156 2020-08-02 14:02:56,116 - mmaction - INFO - Epoch [100][740/3757] lr: 1.000e-04, eta: 1:38:07, time: 1.812, data_time: 1.065, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8844, loss_cls: 1.1691, loss: 1.1691, grad_norm: 9.3812 2020-08-02 14:03:39,055 - mmaction - INFO - Epoch [100][760/3757] lr: 1.000e-04, eta: 1:37:28, time: 2.149, data_time: 1.557, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8945, loss_cls: 1.1261, loss: 1.1261, grad_norm: 9.3315 2020-08-02 14:04:16,503 - mmaction - INFO - Epoch [100][780/3757] lr: 1.000e-04, eta: 1:36:49, time: 1.866, data_time: 0.874, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8758, loss_cls: 1.2188, loss: 1.2188, grad_norm: 9.7181 2020-08-02 14:04:54,654 - mmaction - INFO - Epoch [100][800/3757] lr: 1.000e-04, eta: 1:36:10, time: 1.911, data_time: 0.341, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8891, loss_cls: 1.1680, loss: 1.1680, grad_norm: 9.7954 2020-08-02 14:05:35,864 - mmaction - INFO - Epoch [100][820/3757] lr: 1.000e-04, eta: 1:35:31, time: 2.060, data_time: 0.810, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8766, loss_cls: 1.1960, loss: 1.1960, grad_norm: 9.1642 2020-08-02 14:06:16,359 - mmaction - INFO - Epoch [100][840/3757] lr: 1.000e-04, eta: 1:34:52, time: 2.029, data_time: 0.014, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8781, loss_cls: 1.2129, loss: 1.2129, grad_norm: 9.7036 2020-08-02 14:06:58,429 - mmaction - INFO - Epoch [100][860/3757] lr: 1.000e-04, eta: 1:34:13, time: 2.099, data_time: 0.008, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8859, loss_cls: 1.1374, loss: 1.1374, grad_norm: 9.3281 2020-08-02 14:07:33,032 - mmaction - INFO - Epoch [100][880/3757] lr: 1.000e-04, eta: 1:33:34, time: 1.734, data_time: 0.012, memory: 5170, top1_acc: 0.7344, top5_acc: 0.8930, loss_cls: 1.1008, loss: 1.1008, grad_norm: 9.1544 2020-08-02 14:08:10,957 - mmaction - INFO - Epoch [100][900/3757] lr: 1.000e-04, eta: 1:32:55, time: 1.892, data_time: 0.010, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8820, loss_cls: 1.1985, loss: 1.1985, grad_norm: 9.7690 2020-08-02 14:08:52,382 - mmaction - INFO - Epoch [100][920/3757] lr: 1.000e-04, eta: 1:32:16, time: 2.077, data_time: 0.009, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8758, loss_cls: 1.1921, loss: 1.1921, grad_norm: 9.5994 2020-08-02 14:09:31,204 - mmaction - INFO - Epoch [100][940/3757] lr: 1.000e-04, eta: 1:31:37, time: 1.932, data_time: 0.010, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8867, loss_cls: 1.1547, loss: 1.1547, grad_norm: 9.4359 2020-08-02 14:10:08,445 - mmaction - INFO - Epoch [100][960/3757] lr: 1.000e-04, eta: 1:30:58, time: 1.869, data_time: 0.011, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8859, loss_cls: 1.1654, loss: 1.1654, grad_norm: 9.5233 2020-08-02 14:10:45,482 - mmaction - INFO - Epoch [100][980/3757] lr: 1.000e-04, eta: 1:30:19, time: 1.853, data_time: 0.003, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8797, loss_cls: 1.2212, loss: 1.2212, grad_norm: 9.6569 2020-08-02 14:11:28,745 - mmaction - INFO - Epoch [100][1000/3757] lr: 1.000e-04, eta: 1:29:40, time: 2.162, data_time: 0.049, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8828, loss_cls: 1.2040, loss: 1.2040, grad_norm: 9.3730 2020-08-02 14:12:06,791 - mmaction - INFO - Epoch [100][1020/3757] lr: 1.000e-04, eta: 1:29:01, time: 1.902, data_time: 0.408, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8891, loss_cls: 1.1604, loss: 1.1604, grad_norm: 9.5362 2020-08-02 14:12:45,994 - mmaction - INFO - Epoch [100][1040/3757] lr: 1.000e-04, eta: 1:28:22, time: 1.957, data_time: 0.977, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8969, loss_cls: 1.1185, loss: 1.1185, grad_norm: 9.5664 2020-08-02 14:13:24,964 - mmaction - INFO - Epoch [100][1060/3757] lr: 1.000e-04, eta: 1:27:43, time: 1.954, data_time: 0.427, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8891, loss_cls: 1.1955, loss: 1.1955, grad_norm: 9.8276 2020-08-02 14:14:06,786 - mmaction - INFO - Epoch [100][1080/3757] lr: 1.000e-04, eta: 1:27:04, time: 2.090, data_time: 0.017, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8852, loss_cls: 1.1844, loss: 1.1844, grad_norm: 9.6525 2020-08-02 14:14:47,626 - mmaction - INFO - Epoch [100][1100/3757] lr: 1.000e-04, eta: 1:26:25, time: 2.044, data_time: 0.004, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8969, loss_cls: 1.0946, loss: 1.0946, grad_norm: 9.2653 2020-08-02 14:15:25,330 - mmaction - INFO - Epoch [100][1120/3757] lr: 1.000e-04, eta: 1:25:46, time: 1.880, data_time: 0.008, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8898, loss_cls: 1.1154, loss: 1.1154, grad_norm: 9.0005 2020-08-02 14:16:02,633 - mmaction - INFO - Epoch [100][1140/3757] lr: 1.000e-04, eta: 1:25:06, time: 1.868, data_time: 0.009, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8773, loss_cls: 1.1765, loss: 1.1765, grad_norm: 9.5429 2020-08-02 14:16:41,809 - mmaction - INFO - Epoch [100][1160/3757] lr: 1.000e-04, eta: 1:24:27, time: 1.953, data_time: 0.009, memory: 5170, top1_acc: 0.6992, top5_acc: 0.8727, loss_cls: 1.1990, loss: 1.1990, grad_norm: 9.4714 2020-08-02 14:17:17,655 - mmaction - INFO - Epoch [100][1180/3757] lr: 1.000e-04, eta: 1:23:48, time: 1.798, data_time: 0.009, memory: 5170, top1_acc: 0.7000, top5_acc: 0.8719, loss_cls: 1.2259, loss: 1.2259, grad_norm: 9.5625 2020-08-02 14:17:59,517 - mmaction - INFO - Epoch [100][1200/3757] lr: 1.000e-04, eta: 1:23:09, time: 2.088, data_time: 0.009, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8758, loss_cls: 1.1826, loss: 1.1826, grad_norm: 9.4796 2020-08-02 14:18:39,796 - mmaction - INFO - Epoch [100][1220/3757] lr: 1.000e-04, eta: 1:22:30, time: 2.020, data_time: 0.010, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8883, loss_cls: 1.1579, loss: 1.1579, grad_norm: 9.6802 2020-08-02 14:19:16,951 - mmaction - INFO - Epoch [100][1240/3757] lr: 1.000e-04, eta: 1:21:51, time: 1.848, data_time: 0.009, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8820, loss_cls: 1.2226, loss: 1.2226, grad_norm: 9.7420 2020-08-02 14:19:55,965 - mmaction - INFO - Epoch [100][1260/3757] lr: 1.000e-04, eta: 1:21:12, time: 1.959, data_time: 0.013, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8766, loss_cls: 1.1558, loss: 1.1558, grad_norm: 9.3685 2020-08-02 14:20:36,250 - mmaction - INFO - Epoch [100][1280/3757] lr: 1.000e-04, eta: 1:20:33, time: 2.015, data_time: 0.010, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8938, loss_cls: 1.1595, loss: 1.1595, grad_norm: 9.8731 2020-08-02 14:21:14,875 - mmaction - INFO - Epoch [100][1300/3757] lr: 1.000e-04, eta: 1:19:54, time: 1.932, data_time: 0.004, memory: 5170, top1_acc: 0.7328, top5_acc: 0.8812, loss_cls: 1.1201, loss: 1.1201, grad_norm: 9.3107 2020-08-02 14:21:53,175 - mmaction - INFO - Epoch [100][1320/3757] lr: 1.000e-04, eta: 1:19:15, time: 1.913, data_time: 0.014, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8820, loss_cls: 1.1621, loss: 1.1621, grad_norm: 9.4489 2020-08-02 14:22:32,546 - mmaction - INFO - Epoch [100][1340/3757] lr: 1.000e-04, eta: 1:18:36, time: 1.970, data_time: 0.011, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8859, loss_cls: 1.1693, loss: 1.1693, grad_norm: 9.3605 2020-08-02 14:23:12,355 - mmaction - INFO - Epoch [100][1360/3757] lr: 1.000e-04, eta: 1:17:57, time: 1.991, data_time: 0.047, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8883, loss_cls: 1.1629, loss: 1.1629, grad_norm: 9.3565 2020-08-02 14:23:53,786 - mmaction - INFO - Epoch [100][1380/3757] lr: 1.000e-04, eta: 1:17:18, time: 2.072, data_time: 0.003, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8688, loss_cls: 1.2594, loss: 1.2594, grad_norm: 9.9189 2020-08-02 14:24:31,500 - mmaction - INFO - Epoch [100][1400/3757] lr: 1.000e-04, eta: 1:16:39, time: 1.883, data_time: 0.005, memory: 5170, top1_acc: 0.7367, top5_acc: 0.8961, loss_cls: 1.0882, loss: 1.0882, grad_norm: 9.5064 2020-08-02 14:25:09,260 - mmaction - INFO - Epoch [100][1420/3757] lr: 1.000e-04, eta: 1:16:00, time: 1.887, data_time: 0.010, memory: 5170, top1_acc: 0.7391, top5_acc: 0.8992, loss_cls: 1.0254, loss: 1.0254, grad_norm: 8.8720 2020-08-02 14:25:48,030 - mmaction - INFO - Epoch [100][1440/3757] lr: 1.000e-04, eta: 1:15:21, time: 1.933, data_time: 0.005, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8695, loss_cls: 1.2281, loss: 1.2281, grad_norm: 9.2902 2020-08-02 14:26:25,905 - mmaction - INFO - Epoch [100][1460/3757] lr: 1.000e-04, eta: 1:14:42, time: 1.899, data_time: 0.067, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8805, loss_cls: 1.2044, loss: 1.2044, grad_norm: 9.6291 2020-08-02 14:27:02,730 - mmaction - INFO - Epoch [100][1480/3757] lr: 1.000e-04, eta: 1:14:03, time: 1.837, data_time: 0.133, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8891, loss_cls: 1.1136, loss: 1.1136, grad_norm: 9.5085 2020-08-02 14:27:42,596 - mmaction - INFO - Epoch [100][1500/3757] lr: 1.000e-04, eta: 1:13:24, time: 2.000, data_time: 0.110, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8727, loss_cls: 1.2271, loss: 1.2271, grad_norm: 9.7127 2020-08-02 14:28:19,757 - mmaction - INFO - Epoch [100][1520/3757] lr: 1.000e-04, eta: 1:12:45, time: 1.857, data_time: 0.091, memory: 5170, top1_acc: 0.7055, top5_acc: 0.8781, loss_cls: 1.2038, loss: 1.2038, grad_norm: 9.3406 2020-08-02 14:29:00,535 - mmaction - INFO - Epoch [100][1540/3757] lr: 1.000e-04, eta: 1:12:06, time: 2.039, data_time: 0.031, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8781, loss_cls: 1.1894, loss: 1.1894, grad_norm: 9.2909 2020-08-02 14:29:38,789 - mmaction - INFO - Epoch [100][1560/3757] lr: 1.000e-04, eta: 1:11:27, time: 1.912, data_time: 0.022, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8812, loss_cls: 1.2088, loss: 1.2088, grad_norm: 9.5053 2020-08-02 14:30:13,427 - mmaction - INFO - Epoch [100][1580/3757] lr: 1.000e-04, eta: 1:10:48, time: 1.726, data_time: 0.007, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8734, loss_cls: 1.2578, loss: 1.2578, grad_norm: 10.2048 2020-08-02 14:30:52,208 - mmaction - INFO - Epoch [100][1600/3757] lr: 1.000e-04, eta: 1:10:09, time: 1.946, data_time: 0.095, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8805, loss_cls: 1.1946, loss: 1.1946, grad_norm: 9.9935 2020-08-02 14:31:31,126 - mmaction - INFO - Epoch [100][1620/3757] lr: 1.000e-04, eta: 1:09:30, time: 1.939, data_time: 0.007, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8914, loss_cls: 1.1109, loss: 1.1109, grad_norm: 9.3003 2020-08-02 14:32:09,907 - mmaction - INFO - Epoch [100][1640/3757] lr: 1.000e-04, eta: 1:08:51, time: 1.939, data_time: 0.010, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8820, loss_cls: 1.1764, loss: 1.1764, grad_norm: 9.4669 2020-08-02 14:32:52,160 - mmaction - INFO - Epoch [100][1660/3757] lr: 1.000e-04, eta: 1:08:12, time: 2.117, data_time: 0.009, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8703, loss_cls: 1.2177, loss: 1.2177, grad_norm: 9.7555 2020-08-02 14:33:32,041 - mmaction - INFO - Epoch [100][1680/3757] lr: 1.000e-04, eta: 1:07:33, time: 1.988, data_time: 0.019, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8805, loss_cls: 1.2468, loss: 1.2468, grad_norm: 9.8101 2020-08-02 14:34:08,289 - mmaction - INFO - Epoch [100][1700/3757] lr: 1.000e-04, eta: 1:06:54, time: 1.819, data_time: 0.113, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8750, loss_cls: 1.1769, loss: 1.1769, grad_norm: 9.6620 2020-08-02 14:34:44,817 - mmaction - INFO - Epoch [100][1720/3757] lr: 1.000e-04, eta: 1:06:15, time: 1.828, data_time: 0.362, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8750, loss_cls: 1.2361, loss: 1.2361, grad_norm: 9.9034 2020-08-02 14:35:24,364 - mmaction - INFO - Epoch [100][1740/3757] lr: 1.000e-04, eta: 1:05:36, time: 1.973, data_time: 0.384, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8891, loss_cls: 1.1466, loss: 1.1466, grad_norm: 9.4179 2020-08-02 14:36:02,517 - mmaction - INFO - Epoch [100][1760/3757] lr: 1.000e-04, eta: 1:04:57, time: 1.912, data_time: 0.011, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8812, loss_cls: 1.1726, loss: 1.1726, grad_norm: 9.7592 2020-08-02 14:36:40,563 - mmaction - INFO - Epoch [100][1780/3757] lr: 1.000e-04, eta: 1:04:17, time: 1.900, data_time: 0.024, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8836, loss_cls: 1.2074, loss: 1.2074, grad_norm: 9.7996 2020-08-02 14:37:20,443 - mmaction - INFO - Epoch [100][1800/3757] lr: 1.000e-04, eta: 1:03:38, time: 1.998, data_time: 0.016, memory: 5170, top1_acc: 0.7133, top5_acc: 0.8867, loss_cls: 1.1626, loss: 1.1626, grad_norm: 9.8905 2020-08-02 14:38:02,819 - mmaction - INFO - Epoch [100][1820/3757] lr: 1.000e-04, eta: 1:02:59, time: 2.118, data_time: 0.015, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8945, loss_cls: 1.1087, loss: 1.1087, grad_norm: 9.1086 2020-08-02 14:38:42,226 - mmaction - INFO - Epoch [100][1840/3757] lr: 1.000e-04, eta: 1:02:20, time: 1.969, data_time: 0.003, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8906, loss_cls: 1.1645, loss: 1.1645, grad_norm: 9.6656 2020-08-02 14:39:19,666 - mmaction - INFO - Epoch [100][1860/3757] lr: 1.000e-04, eta: 1:01:41, time: 1.874, data_time: 0.009, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8719, loss_cls: 1.2530, loss: 1.2530, grad_norm: 9.8286 2020-08-02 14:39:54,344 - mmaction - INFO - Epoch [100][1880/3757] lr: 1.000e-04, eta: 1:01:02, time: 1.724, data_time: 0.009, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8781, loss_cls: 1.1746, loss: 1.1746, grad_norm: 9.6227 2020-08-02 14:40:34,930 - mmaction - INFO - Epoch [100][1900/3757] lr: 1.000e-04, eta: 1:00:23, time: 2.037, data_time: 0.120, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8789, loss_cls: 1.1777, loss: 1.1777, grad_norm: 9.5504 2020-08-02 14:41:16,275 - mmaction - INFO - Epoch [100][1920/3757] lr: 1.000e-04, eta: 0:59:44, time: 2.061, data_time: 0.022, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8781, loss_cls: 1.1695, loss: 1.1695, grad_norm: 9.5529 2020-08-02 14:41:53,192 - mmaction - INFO - Epoch [100][1940/3757] lr: 1.000e-04, eta: 0:59:05, time: 1.846, data_time: 0.010, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8883, loss_cls: 1.1424, loss: 1.1424, grad_norm: 9.5941 2020-08-02 14:42:35,481 - mmaction - INFO - Epoch [100][1960/3757] lr: 1.000e-04, eta: 0:58:26, time: 2.123, data_time: 0.010, memory: 5170, top1_acc: 0.6766, top5_acc: 0.8688, loss_cls: 1.2708, loss: 1.2708, grad_norm: 10.0809 2020-08-02 14:43:13,185 - mmaction - INFO - Epoch [100][1980/3757] lr: 1.000e-04, eta: 0:57:47, time: 1.881, data_time: 0.002, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8781, loss_cls: 1.1746, loss: 1.1746, grad_norm: 9.4546 2020-08-02 14:43:54,056 - mmaction - INFO - Epoch [100][2000/3757] lr: 1.000e-04, eta: 0:57:08, time: 2.044, data_time: 0.010, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8906, loss_cls: 1.1262, loss: 1.1262, grad_norm: 9.0081 2020-08-02 14:44:29,342 - mmaction - INFO - Epoch [100][2020/3757] lr: 1.000e-04, eta: 0:56:29, time: 1.767, data_time: 0.011, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8805, loss_cls: 1.1554, loss: 1.1554, grad_norm: 9.4087 2020-08-02 14:45:09,491 - mmaction - INFO - Epoch [100][2040/3757] lr: 1.000e-04, eta: 0:55:50, time: 2.007, data_time: 0.755, memory: 5170, top1_acc: 0.7328, top5_acc: 0.8898, loss_cls: 1.1012, loss: 1.1012, grad_norm: 9.4139 2020-08-02 14:45:50,805 - mmaction - INFO - Epoch [100][2060/3757] lr: 1.000e-04, eta: 0:55:11, time: 2.067, data_time: 0.004, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8828, loss_cls: 1.1864, loss: 1.1864, grad_norm: 9.4666 2020-08-02 14:46:32,042 - mmaction - INFO - Epoch [100][2080/3757] lr: 1.000e-04, eta: 0:54:32, time: 2.060, data_time: 0.017, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8883, loss_cls: 1.1799, loss: 1.1799, grad_norm: 9.7467 2020-08-02 14:47:12,566 - mmaction - INFO - Epoch [100][2100/3757] lr: 1.000e-04, eta: 0:53:53, time: 2.027, data_time: 0.030, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8969, loss_cls: 1.1281, loss: 1.1281, grad_norm: 9.4417 2020-08-02 14:47:48,953 - mmaction - INFO - Epoch [100][2120/3757] lr: 1.000e-04, eta: 0:53:14, time: 1.820, data_time: 0.018, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8773, loss_cls: 1.1760, loss: 1.1760, grad_norm: 9.6382 2020-08-02 14:48:28,021 - mmaction - INFO - Epoch [100][2140/3757] lr: 1.000e-04, eta: 0:52:35, time: 1.950, data_time: 0.062, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8844, loss_cls: 1.1475, loss: 1.1475, grad_norm: 9.4456 2020-08-02 14:49:07,949 - mmaction - INFO - Epoch [100][2160/3757] lr: 1.000e-04, eta: 0:51:56, time: 1.999, data_time: 1.078, memory: 5170, top1_acc: 0.7258, top5_acc: 0.8867, loss_cls: 1.1518, loss: 1.1518, grad_norm: 9.6432 2020-08-02 14:49:46,362 - mmaction - INFO - Epoch [100][2180/3757] lr: 1.000e-04, eta: 0:51:17, time: 1.922, data_time: 0.189, memory: 5170, top1_acc: 0.6984, top5_acc: 0.8727, loss_cls: 1.2307, loss: 1.2307, grad_norm: 9.8260 2020-08-02 14:50:28,881 - mmaction - INFO - Epoch [100][2200/3757] lr: 1.000e-04, eta: 0:50:38, time: 2.125, data_time: 0.003, memory: 5170, top1_acc: 0.6695, top5_acc: 0.8625, loss_cls: 1.2887, loss: 1.2887, grad_norm: 9.8805 2020-08-02 14:51:08,596 - mmaction - INFO - Epoch [100][2220/3757] lr: 1.000e-04, eta: 0:49:59, time: 1.986, data_time: 0.013, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8789, loss_cls: 1.1829, loss: 1.1829, grad_norm: 9.5206 2020-08-02 14:51:47,074 - mmaction - INFO - Epoch [100][2240/3757] lr: 1.000e-04, eta: 0:49:20, time: 1.924, data_time: 0.008, memory: 5170, top1_acc: 0.7312, top5_acc: 0.8812, loss_cls: 1.1538, loss: 1.1538, grad_norm: 9.4503 2020-08-02 14:52:24,546 - mmaction - INFO - Epoch [100][2260/3757] lr: 1.000e-04, eta: 0:48:41, time: 1.868, data_time: 0.004, memory: 5170, top1_acc: 0.6891, top5_acc: 0.8805, loss_cls: 1.2228, loss: 1.2228, grad_norm: 9.8716 2020-08-02 14:53:07,515 - mmaction - INFO - Epoch [100][2280/3757] lr: 1.000e-04, eta: 0:48:02, time: 2.151, data_time: 0.010, memory: 5170, top1_acc: 0.7195, top5_acc: 0.9000, loss_cls: 1.1592, loss: 1.1592, grad_norm: 9.6193 2020-08-02 14:53:45,246 - mmaction - INFO - Epoch [100][2300/3757] lr: 1.000e-04, eta: 0:47:23, time: 1.889, data_time: 0.006, memory: 5170, top1_acc: 0.7023, top5_acc: 0.8805, loss_cls: 1.1836, loss: 1.1836, grad_norm: 9.4774 2020-08-02 14:54:23,562 - mmaction - INFO - Epoch [100][2320/3757] lr: 1.000e-04, eta: 0:46:44, time: 1.916, data_time: 0.008, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8758, loss_cls: 1.2267, loss: 1.2267, grad_norm: 9.8339 2020-08-02 14:55:00,686 - mmaction - INFO - Epoch [100][2340/3757] lr: 1.000e-04, eta: 0:46:05, time: 1.856, data_time: 0.003, memory: 5170, top1_acc: 0.7359, top5_acc: 0.8875, loss_cls: 1.1029, loss: 1.1029, grad_norm: 9.1479 2020-08-02 14:55:36,876 - mmaction - INFO - Epoch [100][2360/3757] lr: 1.000e-04, eta: 0:45:26, time: 1.806, data_time: 0.007, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8734, loss_cls: 1.2043, loss: 1.2043, grad_norm: 9.5142 2020-08-02 14:56:20,204 - mmaction - INFO - Epoch [100][2380/3757] lr: 1.000e-04, eta: 0:44:47, time: 2.171, data_time: 0.048, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1345, loss: 1.1345, grad_norm: 9.4453 2020-08-02 14:57:00,745 - mmaction - INFO - Epoch [100][2400/3757] lr: 1.000e-04, eta: 0:44:08, time: 2.022, data_time: 0.008, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8711, loss_cls: 1.2544, loss: 1.2544, grad_norm: 9.7767 2020-08-02 14:57:39,522 - mmaction - INFO - Epoch [100][2420/3757] lr: 1.000e-04, eta: 0:43:29, time: 1.943, data_time: 0.010, memory: 5170, top1_acc: 0.7117, top5_acc: 0.8766, loss_cls: 1.2323, loss: 1.2323, grad_norm: 9.9818 2020-08-02 14:58:15,504 - mmaction - INFO - Epoch [100][2440/3757] lr: 1.000e-04, eta: 0:42:50, time: 1.791, data_time: 0.013, memory: 5170, top1_acc: 0.6937, top5_acc: 0.8766, loss_cls: 1.1760, loss: 1.1760, grad_norm: 9.6857 2020-08-02 14:58:53,394 - mmaction - INFO - Epoch [100][2460/3757] lr: 1.000e-04, eta: 0:42:11, time: 1.903, data_time: 0.013, memory: 5170, top1_acc: 0.7031, top5_acc: 0.8773, loss_cls: 1.1977, loss: 1.1977, grad_norm: 9.6098 2020-08-02 14:59:32,753 - mmaction - INFO - Epoch [100][2480/3757] lr: 1.000e-04, eta: 0:41:32, time: 1.959, data_time: 0.009, memory: 5170, top1_acc: 0.7227, top5_acc: 0.9062, loss_cls: 1.0658, loss: 1.0658, grad_norm: 9.3195 2020-08-02 15:00:09,655 - mmaction - INFO - Epoch [100][2500/3757] lr: 1.000e-04, eta: 0:40:52, time: 1.844, data_time: 0.043, memory: 5170, top1_acc: 0.7227, top5_acc: 0.8820, loss_cls: 1.1451, loss: 1.1451, grad_norm: 9.6754 2020-08-02 15:00:51,070 - mmaction - INFO - Epoch [100][2520/3757] lr: 1.000e-04, eta: 0:40:13, time: 2.079, data_time: 0.027, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8727, loss_cls: 1.1891, loss: 1.1891, grad_norm: 9.7976 2020-08-02 15:01:31,556 - mmaction - INFO - Epoch [100][2540/3757] lr: 1.000e-04, eta: 0:39:34, time: 2.021, data_time: 0.010, memory: 5170, top1_acc: 0.7195, top5_acc: 0.8859, loss_cls: 1.1668, loss: 1.1668, grad_norm: 9.6204 2020-08-02 15:02:09,671 - mmaction - INFO - Epoch [100][2560/3757] lr: 1.000e-04, eta: 0:38:55, time: 1.904, data_time: 0.007, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8914, loss_cls: 1.1617, loss: 1.1617, grad_norm: 9.7133 2020-08-02 15:02:47,837 - mmaction - INFO - Epoch [100][2580/3757] lr: 1.000e-04, eta: 0:38:16, time: 1.910, data_time: 0.010, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8922, loss_cls: 1.1342, loss: 1.1342, grad_norm: 9.5980 2020-08-02 15:03:25,691 - mmaction - INFO - Epoch [100][2600/3757] lr: 1.000e-04, eta: 0:37:37, time: 1.892, data_time: 0.006, memory: 5170, top1_acc: 0.7297, top5_acc: 0.8945, loss_cls: 1.0769, loss: 1.0769, grad_norm: 9.1121 2020-08-02 15:04:03,866 - mmaction - INFO - Epoch [100][2620/3757] lr: 1.000e-04, eta: 0:36:58, time: 1.912, data_time: 0.012, memory: 5170, top1_acc: 0.7203, top5_acc: 0.8836, loss_cls: 1.1564, loss: 1.1564, grad_norm: 9.3524 2020-08-02 15:04:41,723 - mmaction - INFO - Epoch [100][2640/3757] lr: 1.000e-04, eta: 0:36:19, time: 1.894, data_time: 0.003, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8930, loss_cls: 1.1414, loss: 1.1414, grad_norm: 9.6143 2020-08-02 15:05:21,573 - mmaction - INFO - Epoch [100][2660/3757] lr: 1.000e-04, eta: 0:35:40, time: 1.988, data_time: 0.008, memory: 5170, top1_acc: 0.6930, top5_acc: 0.8617, loss_cls: 1.2612, loss: 1.2612, grad_norm: 9.9017 2020-08-02 15:06:01,535 - mmaction - INFO - Epoch [100][2680/3757] lr: 1.000e-04, eta: 0:35:01, time: 2.001, data_time: 0.009, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8719, loss_cls: 1.2271, loss: 1.2271, grad_norm: 9.6826 2020-08-02 15:06:40,446 - mmaction - INFO - Epoch [100][2700/3757] lr: 1.000e-04, eta: 0:34:22, time: 1.946, data_time: 0.012, memory: 5170, top1_acc: 0.7438, top5_acc: 0.8984, loss_cls: 1.0754, loss: 1.0754, grad_norm: 9.3738 2020-08-02 15:07:17,754 - mmaction - INFO - Epoch [100][2720/3757] lr: 1.000e-04, eta: 0:33:43, time: 1.862, data_time: 0.012, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8828, loss_cls: 1.1632, loss: 1.1632, grad_norm: 9.5617 2020-08-02 15:07:58,311 - mmaction - INFO - Epoch [100][2740/3757] lr: 1.000e-04, eta: 0:33:04, time: 2.032, data_time: 0.008, memory: 5170, top1_acc: 0.7211, top5_acc: 0.8797, loss_cls: 1.1580, loss: 1.1580, grad_norm: 9.3570 2020-08-02 15:08:37,200 - mmaction - INFO - Epoch [100][2760/3757] lr: 1.000e-04, eta: 0:32:25, time: 1.936, data_time: 0.010, memory: 5170, top1_acc: 0.7039, top5_acc: 0.8719, loss_cls: 1.2147, loss: 1.2147, grad_norm: 9.8842 2020-08-02 15:09:13,348 - mmaction - INFO - Epoch [100][2780/3757] lr: 1.000e-04, eta: 0:31:46, time: 1.817, data_time: 0.107, memory: 5170, top1_acc: 0.7320, top5_acc: 0.8945, loss_cls: 1.0942, loss: 1.0942, grad_norm: 9.5098 2020-08-02 15:09:51,318 - mmaction - INFO - Epoch [100][2800/3757] lr: 1.000e-04, eta: 0:31:07, time: 1.892, data_time: 0.431, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1170, loss: 1.1170, grad_norm: 9.6184 2020-08-02 15:10:30,530 - mmaction - INFO - Epoch [100][2820/3757] lr: 1.000e-04, eta: 0:30:28, time: 1.958, data_time: 0.055, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8758, loss_cls: 1.2227, loss: 1.2227, grad_norm: 9.4404 2020-08-02 15:11:12,088 - mmaction - INFO - Epoch [100][2840/3757] lr: 1.000e-04, eta: 0:29:49, time: 2.086, data_time: 0.018, memory: 5170, top1_acc: 0.6773, top5_acc: 0.8812, loss_cls: 1.2610, loss: 1.2610, grad_norm: 10.3420 2020-08-02 15:11:50,587 - mmaction - INFO - Epoch [100][2860/3757] lr: 1.000e-04, eta: 0:29:10, time: 1.923, data_time: 0.010, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8828, loss_cls: 1.1572, loss: 1.1572, grad_norm: 9.5183 2020-08-02 15:12:31,670 - mmaction - INFO - Epoch [100][2880/3757] lr: 1.000e-04, eta: 0:28:31, time: 2.058, data_time: 0.007, memory: 5170, top1_acc: 0.6914, top5_acc: 0.8695, loss_cls: 1.2334, loss: 1.2334, grad_norm: 9.9176 2020-08-02 15:13:08,607 - mmaction - INFO - Epoch [100][2900/3757] lr: 1.000e-04, eta: 0:27:52, time: 1.845, data_time: 0.203, memory: 5170, top1_acc: 0.7070, top5_acc: 0.8922, loss_cls: 1.1489, loss: 1.1489, grad_norm: 9.4879 2020-08-02 15:13:47,360 - mmaction - INFO - Epoch [100][2920/3757] lr: 1.000e-04, eta: 0:27:13, time: 1.938, data_time: 0.116, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8883, loss_cls: 1.1665, loss: 1.1665, grad_norm: 9.4818 2020-08-02 15:14:30,357 - mmaction - INFO - Epoch [100][2940/3757] lr: 1.000e-04, eta: 0:26:34, time: 2.144, data_time: 0.079, memory: 5170, top1_acc: 0.7172, top5_acc: 0.8820, loss_cls: 1.1950, loss: 1.1950, grad_norm: 9.9920 2020-08-02 15:15:09,750 - mmaction - INFO - Epoch [100][2960/3757] lr: 1.000e-04, eta: 0:25:55, time: 1.973, data_time: 0.009, memory: 5170, top1_acc: 0.7242, top5_acc: 0.8930, loss_cls: 1.1477, loss: 1.1477, grad_norm: 9.7044 2020-08-02 15:15:49,289 - mmaction - INFO - Epoch [100][2980/3757] lr: 1.000e-04, eta: 0:25:16, time: 1.977, data_time: 0.005, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8859, loss_cls: 1.1576, loss: 1.1576, grad_norm: 9.6263 2020-08-02 15:16:29,768 - mmaction - INFO - Epoch [100][3000/3757] lr: 1.000e-04, eta: 0:24:37, time: 2.019, data_time: 0.030, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8992, loss_cls: 1.1443, loss: 1.1443, grad_norm: 9.6575 2020-08-02 15:17:06,136 - mmaction - INFO - Epoch [100][3020/3757] lr: 1.000e-04, eta: 0:23:58, time: 1.826, data_time: 0.010, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8781, loss_cls: 1.1914, loss: 1.1914, grad_norm: 9.6613 2020-08-02 15:17:46,353 - mmaction - INFO - Epoch [100][3040/3757] lr: 1.000e-04, eta: 0:23:19, time: 2.003, data_time: 0.008, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8914, loss_cls: 1.1218, loss: 1.1218, grad_norm: 9.5749 2020-08-02 15:18:23,482 - mmaction - INFO - Epoch [100][3060/3757] lr: 1.000e-04, eta: 0:22:40, time: 1.862, data_time: 0.009, memory: 5170, top1_acc: 0.6898, top5_acc: 0.8781, loss_cls: 1.2197, loss: 1.2197, grad_norm: 9.8734 2020-08-02 15:19:03,442 - mmaction - INFO - Epoch [100][3080/3757] lr: 1.000e-04, eta: 0:22:01, time: 1.992, data_time: 0.320, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8883, loss_cls: 1.1480, loss: 1.1480, grad_norm: 9.5302 2020-08-02 15:19:42,745 - mmaction - INFO - Epoch [100][3100/3757] lr: 1.000e-04, eta: 0:21:22, time: 1.971, data_time: 0.082, memory: 5170, top1_acc: 0.7164, top5_acc: 0.8789, loss_cls: 1.1824, loss: 1.1824, grad_norm: 9.5753 2020-08-02 15:20:22,125 - mmaction - INFO - Epoch [100][3120/3757] lr: 1.000e-04, eta: 0:20:43, time: 1.966, data_time: 0.008, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8898, loss_cls: 1.1289, loss: 1.1289, grad_norm: 9.3733 2020-08-02 15:21:02,532 - mmaction - INFO - Epoch [100][3140/3757] lr: 1.000e-04, eta: 0:20:04, time: 2.018, data_time: 0.009, memory: 5170, top1_acc: 0.7156, top5_acc: 0.8922, loss_cls: 1.1581, loss: 1.1581, grad_norm: 9.6354 2020-08-02 15:21:42,216 - mmaction - INFO - Epoch [100][3160/3757] lr: 1.000e-04, eta: 0:19:25, time: 1.987, data_time: 0.014, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8758, loss_cls: 1.2510, loss: 1.2510, grad_norm: 9.8740 2020-08-02 15:22:23,455 - mmaction - INFO - Epoch [100][3180/3757] lr: 1.000e-04, eta: 0:18:45, time: 2.059, data_time: 0.052, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8812, loss_cls: 1.1936, loss: 1.1936, grad_norm: 9.6973 2020-08-02 15:23:02,415 - mmaction - INFO - Epoch [100][3200/3757] lr: 1.000e-04, eta: 0:18:06, time: 1.950, data_time: 0.340, memory: 5170, top1_acc: 0.7086, top5_acc: 0.8820, loss_cls: 1.1559, loss: 1.1559, grad_norm: 9.5350 2020-08-02 15:23:41,348 - mmaction - INFO - Epoch [100][3220/3757] lr: 1.000e-04, eta: 0:17:27, time: 1.952, data_time: 0.453, memory: 5170, top1_acc: 0.6977, top5_acc: 0.8875, loss_cls: 1.2377, loss: 1.2377, grad_norm: 10.0080 2020-08-02 15:24:21,134 - mmaction - INFO - Epoch [100][3240/3757] lr: 1.000e-04, eta: 0:16:48, time: 1.983, data_time: 1.415, memory: 5170, top1_acc: 0.7328, top5_acc: 0.8930, loss_cls: 1.1083, loss: 1.1083, grad_norm: 9.3425 2020-08-02 15:24:58,724 - mmaction - INFO - Epoch [100][3260/3757] lr: 1.000e-04, eta: 0:16:09, time: 1.884, data_time: 1.302, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8773, loss_cls: 1.2000, loss: 1.2000, grad_norm: 9.6289 2020-08-02 15:25:38,446 - mmaction - INFO - Epoch [100][3280/3757] lr: 1.000e-04, eta: 0:15:30, time: 1.988, data_time: 0.667, memory: 5170, top1_acc: 0.7109, top5_acc: 0.8797, loss_cls: 1.1733, loss: 1.1733, grad_norm: 9.8212 2020-08-02 15:26:14,695 - mmaction - INFO - Epoch [100][3300/3757] lr: 1.000e-04, eta: 0:14:51, time: 1.809, data_time: 0.459, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8945, loss_cls: 1.1414, loss: 1.1414, grad_norm: 9.7384 2020-08-02 15:26:53,106 - mmaction - INFO - Epoch [100][3320/3757] lr: 1.000e-04, eta: 0:14:12, time: 1.920, data_time: 0.010, memory: 5170, top1_acc: 0.7063, top5_acc: 0.8711, loss_cls: 1.2504, loss: 1.2504, grad_norm: 9.8103 2020-08-02 15:27:31,372 - mmaction - INFO - Epoch [100][3340/3757] lr: 1.000e-04, eta: 0:13:33, time: 1.918, data_time: 0.109, memory: 5170, top1_acc: 0.7188, top5_acc: 0.8828, loss_cls: 1.2223, loss: 1.2223, grad_norm: 9.8566 2020-08-02 15:28:12,378 - mmaction - INFO - Epoch [100][3360/3757] lr: 1.000e-04, eta: 0:12:54, time: 2.043, data_time: 0.180, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8758, loss_cls: 1.1814, loss: 1.1814, grad_norm: 9.6312 2020-08-02 15:28:49,642 - mmaction - INFO - Epoch [100][3380/3757] lr: 1.000e-04, eta: 0:12:15, time: 1.869, data_time: 0.010, memory: 5170, top1_acc: 0.7141, top5_acc: 0.8977, loss_cls: 1.1356, loss: 1.1356, grad_norm: 9.4641 2020-08-02 15:29:29,856 - mmaction - INFO - Epoch [100][3400/3757] lr: 1.000e-04, eta: 0:11:36, time: 2.012, data_time: 0.239, memory: 5170, top1_acc: 0.7156, top5_acc: 0.9016, loss_cls: 1.1114, loss: 1.1114, grad_norm: 9.5764 2020-08-02 15:30:07,094 - mmaction - INFO - Epoch [100][3420/3757] lr: 1.000e-04, eta: 0:10:57, time: 1.861, data_time: 0.003, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8930, loss_cls: 1.1429, loss: 1.1429, grad_norm: 9.4903 2020-08-02 15:30:47,506 - mmaction - INFO - Epoch [100][3440/3757] lr: 1.000e-04, eta: 0:10:18, time: 2.019, data_time: 0.012, memory: 5170, top1_acc: 0.7219, top5_acc: 0.8836, loss_cls: 1.1437, loss: 1.1437, grad_norm: 9.4126 2020-08-02 15:31:28,284 - mmaction - INFO - Epoch [100][3460/3757] lr: 1.000e-04, eta: 0:09:39, time: 2.037, data_time: 0.122, memory: 5170, top1_acc: 0.7125, top5_acc: 0.8859, loss_cls: 1.1778, loss: 1.1778, grad_norm: 9.4321 2020-08-02 15:32:06,909 - mmaction - INFO - Epoch [100][3480/3757] lr: 1.000e-04, eta: 0:09:00, time: 1.929, data_time: 0.474, memory: 5170, top1_acc: 0.6719, top5_acc: 0.8562, loss_cls: 1.3328, loss: 1.3328, grad_norm: 10.1505 2020-08-02 15:32:44,102 - mmaction - INFO - Epoch [100][3500/3757] lr: 1.000e-04, eta: 0:08:21, time: 1.863, data_time: 0.769, memory: 5170, top1_acc: 0.6945, top5_acc: 0.8859, loss_cls: 1.2141, loss: 1.2141, grad_norm: 9.8486 2020-08-02 15:33:25,811 - mmaction - INFO - Epoch [100][3520/3757] lr: 1.000e-04, eta: 0:07:42, time: 2.088, data_time: 0.475, memory: 5170, top1_acc: 0.7148, top5_acc: 0.8812, loss_cls: 1.1826, loss: 1.1826, grad_norm: 9.5910 2020-08-02 15:34:02,778 - mmaction - INFO - Epoch [100][3540/3757] lr: 1.000e-04, eta: 0:07:03, time: 1.842, data_time: 0.009, memory: 5170, top1_acc: 0.7094, top5_acc: 0.8688, loss_cls: 1.2073, loss: 1.2073, grad_norm: 10.0675 2020-08-02 15:34:44,467 - mmaction - INFO - Epoch [100][3560/3757] lr: 1.000e-04, eta: 0:06:24, time: 2.089, data_time: 0.011, memory: 5170, top1_acc: 0.7281, top5_acc: 0.8820, loss_cls: 1.1411, loss: 1.1411, grad_norm: 9.4536 2020-08-02 15:35:18,256 - mmaction - INFO - Epoch [100][3580/3757] lr: 1.000e-04, eta: 0:05:45, time: 1.685, data_time: 0.025, memory: 5170, top1_acc: 0.7289, top5_acc: 0.8930, loss_cls: 1.1078, loss: 1.1078, grad_norm: 9.5319 2020-08-02 15:35:58,913 - mmaction - INFO - Epoch [100][3600/3757] lr: 1.000e-04, eta: 0:05:06, time: 2.040, data_time: 0.010, memory: 5170, top1_acc: 0.7047, top5_acc: 0.8852, loss_cls: 1.2196, loss: 1.2196, grad_norm: 9.8701 2020-08-02 15:36:38,511 - mmaction - INFO - Epoch [100][3620/3757] lr: 1.000e-04, eta: 0:04:27, time: 1.976, data_time: 0.017, memory: 5170, top1_acc: 0.7234, top5_acc: 0.8836, loss_cls: 1.1644, loss: 1.1644, grad_norm: 9.4152 2020-08-02 15:37:19,879 - mmaction - INFO - Epoch [100][3640/3757] lr: 1.000e-04, eta: 0:03:48, time: 2.072, data_time: 0.022, memory: 5170, top1_acc: 0.7008, top5_acc: 0.8781, loss_cls: 1.2226, loss: 1.2226, grad_norm: 9.6950 2020-08-02 15:37:59,635 - mmaction - INFO - Epoch [100][3660/3757] lr: 1.000e-04, eta: 0:03:09, time: 1.981, data_time: 0.009, memory: 5170, top1_acc: 0.7102, top5_acc: 0.8844, loss_cls: 1.1710, loss: 1.1710, grad_norm: 9.4328 2020-08-02 15:38:36,981 - mmaction - INFO - Epoch [100][3680/3757] lr: 1.000e-04, eta: 0:02:30, time: 1.874, data_time: 0.010, memory: 5170, top1_acc: 0.7180, top5_acc: 0.8828, loss_cls: 1.1576, loss: 1.1576, grad_norm: 9.4907 2020-08-02 15:39:15,034 - mmaction - INFO - Epoch [100][3700/3757] lr: 1.000e-04, eta: 0:01:51, time: 1.897, data_time: 0.009, memory: 5170, top1_acc: 0.6969, top5_acc: 0.8742, loss_cls: 1.2437, loss: 1.2437, grad_norm: 10.0423 2020-08-02 15:39:53,689 - mmaction - INFO - Epoch [100][3720/3757] lr: 1.000e-04, eta: 0:01:12, time: 1.938, data_time: 0.085, memory: 5170, top1_acc: 0.7273, top5_acc: 0.8875, loss_cls: 1.1490, loss: 1.1490, grad_norm: 9.6654 2020-08-02 15:40:32,729 - mmaction - INFO - Epoch [100][3740/3757] lr: 1.000e-04, eta: 0:00:33, time: 1.953, data_time: 0.204, memory: 5170, top1_acc: 0.7078, top5_acc: 0.8883, loss_cls: 1.1206, loss: 1.1206, grad_norm: 9.0742 2020-08-02 15:41:01,367 - mmaction - INFO - Saving checkpoint at 100 epochs