2020-08-15 17:26:02,834 - 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 ------------------------------------------------------------ 2020-08-15 17:26:02,835 - mmaction - INFO - Distributed training: True 2020-08-15 17:26:02,835 - mmaction - INFO - Config: /mnt/lustre/linjintao/mmaction2/slurm_configs/recognition/tsn/tsn_r50_256p_randomresize_1x1x3_100e_kinetics400_rgb.py # model settings model = dict( type='Recognizer2D', backbone=dict( type='ResNet', pretrained='torchvision://resnet50', depth=50, norm_eval=False), cls_head=dict( type='TSNHead', num_classes=400, in_channels=2048, spatial_type='avg', consensus=dict(type='AvgConsensus', dim=1), dropout_ratio=0.4, init_std=0.01)) # model training and testing settings train_cfg = None test_cfg = dict(average_clips=None) # dataset settings dataset_type = 'RawframeDataset' data_root = 'data/kinetics400/rawframes_train_256p' data_root_val = 'data/kinetics400/rawframes_val_256p' ann_file_train = 'data/kinetics400/kinetics_train_list_256p.txt' ann_file_val = 'data/kinetics400/kinetics_val_list_256p.txt' ann_file_test = 'data/kinetics400/kinetics_val_list_256p.txt' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) mc_cfg = dict( server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3') train_pipeline = [ dict(type='SampleFrames', clip_len=1, frame_interval=1, num_clips=3), dict(type='FrameSelector', io_backend='memcached', **mc_cfg, decoding_backend='turbojpeg'), dict(type='Resize', scale=(-1, 256), lazy=True), dict(type='RandomResizedCrop', lazy=True), dict(type='Resize', scale=(224, 224), keep_ratio=False, lazy=True), dict(type='Flip', flip_ratio=0.5, lazy=True), dict(type='Fuse'), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=3, test_mode=True), dict(type='FrameSelector'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=256), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=25, test_mode=True), dict(type='FrameSelector', io_backend='memcached', **mc_cfg, decoding_backend='turbojpeg'), 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='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=32, workers_per_gpu=4, train=dict( type=dataset_type, ann_file=ann_file_train, data_prefix=data_root, pipeline=train_pipeline), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=val_pipeline), test=dict( type=dataset_type, ann_file=ann_file_test, data_prefix=data_root_val, pipeline=test_pipeline)) # optimizer optimizer = dict( type='SGD', lr=0.01, 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=5) 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/tsn_r50_256p_randomresize_1x1x3_100e_kinetics400_rgb/' load_from = None resume_from = None workflow = [('train', 1)] 2020-08-15 17:26:19,274 - mmaction - INFO - These parameters in pretrained checkpoint are not loaded: {'fc.bias', 'fc.weight'} 2020-08-15 17:26:22,302 - mmaction - INFO - Start running, host: linjintao@SH-IDC1-10-5-30-93, work_dir: /mnt/lustre/linjintao/mmaction2/workdir/tsn_r50_256p_randomresize_1x1x3_100e_kinetics400_rgb_8g_fast 2020-08-15 17:26:22,302 - mmaction - INFO - workflow: [('train', 1)], max: 100 epochs 2020-08-15 17:27:01,169 - mmaction - INFO - Epoch [1][20/940] lr: 1.000e-02, eta: 2 days, 2:27:16, time: 1.933, data_time: 0.652, memory: 8343, top1_acc: 0.0082, top5_acc: 0.0262, loss_cls: 5.9624, loss: 5.9624, grad_norm: 2.2982 2020-08-15 17:27:13,029 - mmaction - INFO - Epoch [1][40/940] lr: 1.000e-02, eta: 1 day, 9:04:37, time: 0.602, data_time: 0.013, memory: 8343, top1_acc: 0.0273, top5_acc: 0.0971, loss_cls: 5.7331, loss: 5.7331, grad_norm: 2.3621 2020-08-15 17:27:24,965 - mmaction - INFO - Epoch [1][60/940] lr: 1.000e-02, eta: 1 day, 3:13:12, time: 0.595, data_time: 0.005, memory: 8343, top1_acc: 0.0654, top5_acc: 0.1697, loss_cls: 5.4040, loss: 5.4040, grad_norm: 2.5154 2020-08-15 17:27:36,857 - mmaction - INFO - Epoch [1][80/940] lr: 1.000e-02, eta: 1 day, 0:18:09, time: 0.597, data_time: 0.006, memory: 8343, top1_acc: 0.0990, top5_acc: 0.2510, loss_cls: 4.9911, loss: 4.9911, grad_norm: 2.6465 2020-08-15 17:27:48,935 - mmaction - INFO - Epoch [1][100/940] lr: 1.000e-02, eta: 22:34:41, time: 0.602, data_time: 0.006, memory: 8343, top1_acc: 0.1225, top5_acc: 0.2941, loss_cls: 4.7135, loss: 4.7135, grad_norm: 2.7467 2020-08-15 17:28:00,882 - mmaction - INFO - Epoch [1][120/940] lr: 1.000e-02, eta: 21:25:00, time: 0.600, data_time: 0.005, memory: 8343, top1_acc: 0.1430, top5_acc: 0.3352, loss_cls: 4.4334, loss: 4.4334, grad_norm: 2.8098 2020-08-15 17:28:13,015 - mmaction - INFO - Epoch [1][140/940] lr: 1.000e-02, eta: 20:36:24, time: 0.605, data_time: 0.005, memory: 8343, top1_acc: 0.1576, top5_acc: 0.3715, loss_cls: 4.2882, loss: 4.2882, grad_norm: 2.9085 2020-08-15 17:28:25,101 - mmaction - INFO - Epoch [1][160/940] lr: 1.000e-02, eta: 20:00:05, time: 0.606, data_time: 0.005, memory: 8343, top1_acc: 0.1689, top5_acc: 0.3857, loss_cls: 4.1209, loss: 4.1209, grad_norm: 2.9513 2020-08-15 17:28:37,582 - mmaction - INFO - Epoch [1][180/940] lr: 1.000e-02, eta: 19:34:46, time: 0.623, data_time: 0.005, memory: 8343, top1_acc: 0.1936, top5_acc: 0.4254, loss_cls: 3.9938, loss: 3.9938, grad_norm: 3.0123 2020-08-15 17:28:50,042 - mmaction - INFO - Epoch [1][200/940] lr: 1.000e-02, eta: 19:14:36, time: 0.624, data_time: 0.004, memory: 8343, top1_acc: 0.1994, top5_acc: 0.4375, loss_cls: 3.9018, loss: 3.9018, grad_norm: 3.0847 2020-08-15 17:29:02,701 - mmaction - INFO - Epoch [1][220/940] lr: 1.000e-02, eta: 18:59:05, time: 0.631, data_time: 0.004, memory: 8343, top1_acc: 0.2102, top5_acc: 0.4516, loss_cls: 3.7914, loss: 3.7914, grad_norm: 3.1150 2020-08-15 17:29:15,515 - mmaction - INFO - Epoch [1][240/940] lr: 1.000e-02, eta: 18:47:34, time: 0.642, data_time: 0.005, memory: 8343, top1_acc: 0.2215, top5_acc: 0.4668, loss_cls: 3.7475, loss: 3.7475, grad_norm: 3.2009 2020-08-15 17:29:28,791 - mmaction - INFO - Epoch [1][260/940] lr: 1.000e-02, eta: 18:40:02, time: 0.661, data_time: 0.007, memory: 8343, top1_acc: 0.2264, top5_acc: 0.4842, loss_cls: 3.6547, loss: 3.6547, grad_norm: 3.2271 2020-08-15 17:29:41,862 - mmaction - INFO - Epoch [1][280/940] lr: 1.000e-02, eta: 18:33:02, time: 0.656, data_time: 0.007, memory: 8343, top1_acc: 0.2418, top5_acc: 0.4906, loss_cls: 3.6150, loss: 3.6150, grad_norm: 3.2858 2020-08-15 17:29:55,251 - mmaction - INFO - Epoch [1][300/940] lr: 1.000e-02, eta: 18:28:11, time: 0.668, data_time: 0.006, memory: 8343, top1_acc: 0.2482, top5_acc: 0.4898, loss_cls: 3.5875, loss: 3.5875, grad_norm: 3.3182 2020-08-15 17:30:09,443 - mmaction - INFO - Epoch [1][320/940] lr: 1.000e-02, eta: 18:28:03, time: 0.711, data_time: 0.005, memory: 8343, top1_acc: 0.2510, top5_acc: 0.5100, loss_cls: 3.5236, loss: 3.5236, grad_norm: 3.3303 2020-08-15 17:30:23,783 - mmaction - INFO - Epoch [1][340/940] lr: 1.000e-02, eta: 18:28:09, time: 0.713, data_time: 0.007, memory: 8343, top1_acc: 0.2713, top5_acc: 0.5344, loss_cls: 3.4223, loss: 3.4223, grad_norm: 3.3897 2020-08-15 17:30:38,352 - mmaction - INFO - Epoch [1][360/940] lr: 1.000e-02, eta: 18:29:53, time: 0.733, data_time: 0.007, memory: 8343, top1_acc: 0.2711, top5_acc: 0.5424, loss_cls: 3.3964, loss: 3.3964, grad_norm: 3.3954 2020-08-15 17:30:51,504 - mmaction - INFO - Epoch [1][380/940] lr: 1.000e-02, eta: 18:25:07, time: 0.656, data_time: 0.006, memory: 8343, top1_acc: 0.2799, top5_acc: 0.5365, loss_cls: 3.3541, loss: 3.3541, grad_norm: 3.4268 2020-08-15 17:31:05,566 - mmaction - INFO - Epoch [1][400/940] lr: 1.000e-02, eta: 18:24:36, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.2850, top5_acc: 0.5527, loss_cls: 3.3016, loss: 3.3016, grad_norm: 3.4860 2020-08-15 17:31:19,379 - mmaction - INFO - Epoch [1][420/940] lr: 1.000e-02, eta: 18:22:45, time: 0.686, data_time: 0.005, memory: 8343, top1_acc: 0.2854, top5_acc: 0.5334, loss_cls: 3.3178, loss: 3.3178, grad_norm: 3.4862 2020-08-15 17:31:33,913 - mmaction - INFO - Epoch [1][440/940] lr: 1.000e-02, eta: 18:24:12, time: 0.731, data_time: 0.007, memory: 8343, top1_acc: 0.2965, top5_acc: 0.5508, loss_cls: 3.2879, loss: 3.2879, grad_norm: 3.5451 2020-08-15 17:31:47,774 - mmaction - INFO - Epoch [1][460/940] lr: 1.000e-02, eta: 18:22:44, time: 0.690, data_time: 0.005, memory: 8343, top1_acc: 0.2885, top5_acc: 0.5592, loss_cls: 3.2480, loss: 3.2480, grad_norm: 3.5883 2020-08-15 17:32:01,969 - mmaction - INFO - Epoch [1][480/940] lr: 1.000e-02, eta: 18:22:51, time: 0.713, data_time: 0.006, memory: 8343, top1_acc: 0.2977, top5_acc: 0.5684, loss_cls: 3.2151, loss: 3.2151, grad_norm: 3.5855 2020-08-15 17:32:16,106 - mmaction - INFO - Epoch [1][500/940] lr: 1.000e-02, eta: 18:22:21, time: 0.703, data_time: 0.005, memory: 8343, top1_acc: 0.2965, top5_acc: 0.5664, loss_cls: 3.2161, loss: 3.2161, grad_norm: 3.6684 2020-08-15 17:32:31,227 - mmaction - INFO - Epoch [1][520/940] lr: 1.000e-02, eta: 18:25:14, time: 0.759, data_time: 0.007, memory: 8343, top1_acc: 0.3082, top5_acc: 0.5799, loss_cls: 3.1588, loss: 3.1588, grad_norm: 3.6356 2020-08-15 17:32:45,771 - mmaction - INFO - Epoch [1][540/940] lr: 1.000e-02, eta: 18:25:57, time: 0.726, data_time: 0.007, memory: 8343, top1_acc: 0.3129, top5_acc: 0.5701, loss_cls: 3.1567, loss: 3.1567, grad_norm: 3.6724 2020-08-15 17:32:59,712 - mmaction - INFO - Epoch [1][560/940] lr: 1.000e-02, eta: 18:25:04, time: 0.698, data_time: 0.004, memory: 8343, top1_acc: 0.3182, top5_acc: 0.5832, loss_cls: 3.0993, loss: 3.0993, grad_norm: 3.6589 2020-08-15 17:33:15,449 - mmaction - INFO - Epoch [1][580/940] lr: 1.000e-02, eta: 18:28:53, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.3211, top5_acc: 0.5824, loss_cls: 3.1016, loss: 3.1016, grad_norm: 3.7004 2020-08-15 17:33:29,326 - mmaction - INFO - Epoch [1][600/940] lr: 1.000e-02, eta: 18:27:48, time: 0.696, data_time: 0.005, memory: 8343, top1_acc: 0.3125, top5_acc: 0.5783, loss_cls: 3.1428, loss: 3.1428, grad_norm: 3.7488 2020-08-15 17:33:44,461 - mmaction - INFO - Epoch [1][620/940] lr: 1.000e-02, eta: 18:29:39, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.3256, top5_acc: 0.5805, loss_cls: 3.1026, loss: 3.1026, grad_norm: 3.7681 2020-08-15 17:33:59,165 - mmaction - INFO - Epoch [1][640/940] lr: 1.000e-02, eta: 18:30:37, time: 0.738, data_time: 0.007, memory: 8343, top1_acc: 0.3246, top5_acc: 0.5861, loss_cls: 3.0454, loss: 3.0454, grad_norm: 3.7553 2020-08-15 17:34:13,561 - mmaction - INFO - Epoch [1][660/940] lr: 1.000e-02, eta: 18:30:40, time: 0.720, data_time: 0.007, memory: 8343, top1_acc: 0.3232, top5_acc: 0.5895, loss_cls: 3.0513, loss: 3.0513, grad_norm: 3.8226 2020-08-15 17:34:28,710 - mmaction - INFO - Epoch [1][680/940] lr: 1.000e-02, eta: 18:32:25, time: 0.758, data_time: 0.003, memory: 8343, top1_acc: 0.3359, top5_acc: 0.5924, loss_cls: 3.0573, loss: 3.0573, grad_norm: 3.8144 2020-08-15 17:34:43,970 - mmaction - INFO - Epoch [1][700/940] lr: 1.000e-02, eta: 18:34:16, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.3363, top5_acc: 0.5980, loss_cls: 2.9925, loss: 2.9925, grad_norm: 3.8206 2020-08-15 17:34:58,347 - mmaction - INFO - Epoch [1][720/940] lr: 1.000e-02, eta: 18:34:10, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.3373, top5_acc: 0.5980, loss_cls: 3.0075, loss: 3.0075, grad_norm: 3.8159 2020-08-15 17:35:12,434 - mmaction - INFO - Epoch [1][740/940] lr: 1.000e-02, eta: 18:33:22, time: 0.703, data_time: 0.005, memory: 8343, top1_acc: 0.3393, top5_acc: 0.5906, loss_cls: 3.0127, loss: 3.0127, grad_norm: 3.8454 2020-08-15 17:35:27,136 - mmaction - INFO - Epoch [1][760/940] lr: 1.000e-02, eta: 18:33:57, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.3359, top5_acc: 0.5889, loss_cls: 3.0422, loss: 3.0422, grad_norm: 3.9049 2020-08-15 17:35:42,602 - mmaction - INFO - Epoch [1][780/940] lr: 1.000e-02, eta: 18:35:55, time: 0.772, data_time: 0.006, memory: 8343, top1_acc: 0.3404, top5_acc: 0.6002, loss_cls: 3.0060, loss: 3.0060, grad_norm: 3.9274 2020-08-15 17:35:56,943 - mmaction - INFO - Epoch [1][800/940] lr: 1.000e-02, eta: 18:35:41, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.3377, top5_acc: 0.6121, loss_cls: 2.9400, loss: 2.9400, grad_norm: 3.9970 2020-08-15 17:36:11,897 - mmaction - INFO - Epoch [1][820/940] lr: 1.000e-02, eta: 18:36:30, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.3443, top5_acc: 0.6158, loss_cls: 2.9338, loss: 2.9338, grad_norm: 3.9633 2020-08-15 17:36:26,571 - mmaction - INFO - Epoch [1][840/940] lr: 1.000e-02, eta: 18:36:50, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.3504, top5_acc: 0.6113, loss_cls: 2.9348, loss: 2.9348, grad_norm: 3.9176 2020-08-15 17:36:41,135 - mmaction - INFO - Epoch [1][860/940] lr: 1.000e-02, eta: 18:36:49, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.3580, top5_acc: 0.6160, loss_cls: 2.9167, loss: 2.9167, grad_norm: 3.9404 2020-08-15 17:36:56,328 - mmaction - INFO - Epoch [1][880/940] lr: 1.000e-02, eta: 18:38:06, time: 0.763, data_time: 0.007, memory: 8343, top1_acc: 0.3578, top5_acc: 0.6117, loss_cls: 2.9257, loss: 2.9257, grad_norm: 3.9365 2020-08-15 17:37:10,355 - mmaction - INFO - Epoch [1][900/940] lr: 1.000e-02, eta: 18:37:08, time: 0.699, data_time: 0.006, memory: 8343, top1_acc: 0.3652, top5_acc: 0.6178, loss_cls: 2.8871, loss: 2.8871, grad_norm: 3.9201 2020-08-15 17:37:24,883 - mmaction - INFO - Epoch [1][920/940] lr: 1.000e-02, eta: 18:37:11, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.3549, top5_acc: 0.6201, loss_cls: 2.8940, loss: 2.8940, grad_norm: 3.9990 2020-08-15 17:37:39,474 - mmaction - INFO - Epoch [1][940/940] lr: 1.000e-02, eta: 18:37:15, time: 0.729, data_time: 0.003, memory: 8343, top1_acc: 0.3520, top5_acc: 0.6102, loss_cls: 2.8980, loss: 2.8980, grad_norm: 4.0321 2020-08-15 17:38:01,262 - mmaction - INFO - Epoch [2][20/940] lr: 1.000e-02, eta: 18:48:09, time: 1.065, data_time: 0.425, memory: 8343, top1_acc: 0.3662, top5_acc: 0.6260, loss_cls: 2.8553, loss: 2.8553, grad_norm: 4.0349 2020-08-15 17:38:15,052 - mmaction - INFO - Epoch [2][40/940] lr: 1.000e-02, eta: 18:46:45, time: 0.691, data_time: 0.003, memory: 8343, top1_acc: 0.3713, top5_acc: 0.6350, loss_cls: 2.8298, loss: 2.8298, grad_norm: 4.0303 2020-08-15 17:38:29,976 - mmaction - INFO - Epoch [2][60/940] lr: 1.000e-02, eta: 18:47:06, time: 0.746, data_time: 0.001, memory: 8343, top1_acc: 0.3670, top5_acc: 0.6338, loss_cls: 2.8323, loss: 2.8323, grad_norm: 4.0764 2020-08-15 17:38:44,005 - mmaction - INFO - Epoch [2][80/940] lr: 1.000e-02, eta: 18:46:04, time: 0.701, data_time: 0.002, memory: 8343, top1_acc: 0.3719, top5_acc: 0.6262, loss_cls: 2.8335, loss: 2.8335, grad_norm: 4.0325 2020-08-15 17:38:58,544 - mmaction - INFO - Epoch [2][100/940] lr: 1.000e-02, eta: 18:45:50, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.3680, top5_acc: 0.6277, loss_cls: 2.8156, loss: 2.8156, grad_norm: 4.0522 2020-08-15 17:39:13,473 - mmaction - INFO - Epoch [2][120/940] lr: 1.000e-02, eta: 18:46:10, time: 0.747, data_time: 0.004, memory: 8343, top1_acc: 0.3564, top5_acc: 0.6104, loss_cls: 2.9031, loss: 2.9031, grad_norm: 4.0679 2020-08-15 17:39:28,431 - mmaction - INFO - Epoch [2][140/940] lr: 1.000e-02, eta: 18:46:28, time: 0.746, data_time: 0.007, memory: 8343, top1_acc: 0.3729, top5_acc: 0.6342, loss_cls: 2.7961, loss: 2.7961, grad_norm: 4.0262 2020-08-15 17:39:43,213 - mmaction - INFO - Epoch [2][160/940] lr: 1.000e-02, eta: 18:46:38, time: 0.742, data_time: 0.004, memory: 8343, top1_acc: 0.3758, top5_acc: 0.6307, loss_cls: 2.8284, loss: 2.8284, grad_norm: 4.0103 2020-08-15 17:39:57,803 - mmaction - INFO - Epoch [2][180/940] lr: 1.000e-02, eta: 18:46:22, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.3707, top5_acc: 0.6367, loss_cls: 2.8062, loss: 2.8062, grad_norm: 4.0563 2020-08-15 17:40:14,419 - mmaction - INFO - Epoch [2][200/940] lr: 1.000e-02, eta: 18:48:59, time: 0.833, data_time: 0.006, memory: 8343, top1_acc: 0.3684, top5_acc: 0.6301, loss_cls: 2.8171, loss: 2.8171, grad_norm: 4.0985 2020-08-15 17:40:28,079 - mmaction - INFO - Epoch [2][220/940] lr: 1.000e-02, eta: 18:47:25, time: 0.680, data_time: 0.005, memory: 8343, top1_acc: 0.3779, top5_acc: 0.6432, loss_cls: 2.7688, loss: 2.7688, grad_norm: 4.1312 2020-08-15 17:40:44,213 - mmaction - INFO - Epoch [2][240/940] lr: 1.000e-02, eta: 18:49:18, time: 0.810, data_time: 0.007, memory: 8343, top1_acc: 0.3736, top5_acc: 0.6387, loss_cls: 2.7770, loss: 2.7770, grad_norm: 4.1316 2020-08-15 17:40:58,856 - mmaction - INFO - Epoch [2][260/940] lr: 1.000e-02, eta: 18:49:02, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.3711, top5_acc: 0.6396, loss_cls: 2.7909, loss: 2.7909, grad_norm: 4.1294 2020-08-15 17:41:13,853 - mmaction - INFO - Epoch [2][280/940] lr: 1.000e-02, eta: 18:49:22, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.3654, top5_acc: 0.6348, loss_cls: 2.8030, loss: 2.8030, grad_norm: 4.1997 2020-08-15 17:41:29,918 - mmaction - INFO - Epoch [2][300/940] lr: 1.000e-02, eta: 18:50:57, time: 0.803, data_time: 0.006, memory: 8343, top1_acc: 0.3787, top5_acc: 0.6436, loss_cls: 2.7524, loss: 2.7524, grad_norm: 4.0965 2020-08-15 17:41:44,461 - mmaction - INFO - Epoch [2][320/940] lr: 1.000e-02, eta: 18:50:33, time: 0.725, data_time: 0.007, memory: 8343, top1_acc: 0.3822, top5_acc: 0.6363, loss_cls: 2.7909, loss: 2.7909, grad_norm: 4.1403 2020-08-15 17:41:59,424 - mmaction - INFO - Epoch [2][340/940] lr: 1.000e-02, eta: 18:50:45, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.3787, top5_acc: 0.6381, loss_cls: 2.7579, loss: 2.7579, grad_norm: 4.1161 2020-08-15 17:42:14,283 - mmaction - INFO - Epoch [2][360/940] lr: 1.000e-02, eta: 18:50:47, time: 0.743, data_time: 0.002, memory: 8343, top1_acc: 0.3914, top5_acc: 0.6432, loss_cls: 2.7316, loss: 2.7316, grad_norm: 4.1008 2020-08-15 17:42:28,757 - mmaction - INFO - Epoch [2][380/940] lr: 1.000e-02, eta: 18:50:17, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.3770, top5_acc: 0.6471, loss_cls: 2.7496, loss: 2.7496, grad_norm: 4.1535 2020-08-15 17:42:44,816 - mmaction - INFO - Epoch [2][400/940] lr: 1.000e-02, eta: 18:51:44, time: 0.805, data_time: 0.006, memory: 8343, top1_acc: 0.3793, top5_acc: 0.6510, loss_cls: 2.7147, loss: 2.7147, grad_norm: 4.1704 2020-08-15 17:42:59,062 - mmaction - INFO - Epoch [2][420/940] lr: 1.000e-02, eta: 18:51:00, time: 0.711, data_time: 0.006, memory: 8343, top1_acc: 0.3750, top5_acc: 0.6455, loss_cls: 2.7389, loss: 2.7389, grad_norm: 4.1476 2020-08-15 17:43:13,578 - mmaction - INFO - Epoch [2][440/940] lr: 1.000e-02, eta: 18:50:38, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.3902, top5_acc: 0.6486, loss_cls: 2.7304, loss: 2.7304, grad_norm: 4.2094 2020-08-15 17:43:28,980 - mmaction - INFO - Epoch [2][460/940] lr: 1.000e-02, eta: 18:51:10, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.3912, top5_acc: 0.6506, loss_cls: 2.7272, loss: 2.7272, grad_norm: 4.1156 2020-08-15 17:43:43,652 - mmaction - INFO - Epoch [2][480/940] lr: 1.000e-02, eta: 18:50:59, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.3924, top5_acc: 0.6498, loss_cls: 2.6866, loss: 2.6866, grad_norm: 4.2357 2020-08-15 17:43:58,384 - mmaction - INFO - Epoch [2][500/940] lr: 1.000e-02, eta: 18:50:48, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.3900, top5_acc: 0.6539, loss_cls: 2.6864, loss: 2.6864, grad_norm: 4.2581 2020-08-15 17:44:12,932 - mmaction - INFO - Epoch [2][520/940] lr: 1.000e-02, eta: 18:50:27, time: 0.728, data_time: 0.003, memory: 8343, top1_acc: 0.3887, top5_acc: 0.6564, loss_cls: 2.7051, loss: 2.7051, grad_norm: 4.1849 2020-08-15 17:44:27,634 - mmaction - INFO - Epoch [2][540/940] lr: 1.000e-02, eta: 18:50:13, time: 0.733, data_time: 0.007, memory: 8343, top1_acc: 0.3867, top5_acc: 0.6502, loss_cls: 2.7266, loss: 2.7266, grad_norm: 4.2580 2020-08-15 17:44:42,688 - mmaction - INFO - Epoch [2][560/940] lr: 1.000e-02, eta: 18:50:25, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.3994, top5_acc: 0.6541, loss_cls: 2.7215, loss: 2.7215, grad_norm: 4.2826 2020-08-15 17:44:57,049 - mmaction - INFO - Epoch [2][580/940] lr: 1.000e-02, eta: 18:49:50, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.3975, top5_acc: 0.6613, loss_cls: 2.6526, loss: 2.6526, grad_norm: 4.1902 2020-08-15 17:45:11,665 - mmaction - INFO - Epoch [2][600/940] lr: 1.000e-02, eta: 18:49:34, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.3916, top5_acc: 0.6414, loss_cls: 2.7225, loss: 2.7225, grad_norm: 4.2519 2020-08-15 17:45:27,431 - mmaction - INFO - Epoch [2][620/940] lr: 1.000e-02, eta: 18:50:21, time: 0.785, data_time: 0.006, memory: 8343, top1_acc: 0.3916, top5_acc: 0.6502, loss_cls: 2.7059, loss: 2.7059, grad_norm: 4.2246 2020-08-15 17:45:41,869 - mmaction - INFO - Epoch [2][640/940] lr: 1.000e-02, eta: 18:49:57, time: 0.725, data_time: 0.007, memory: 8343, top1_acc: 0.3770, top5_acc: 0.6477, loss_cls: 2.7520, loss: 2.7520, grad_norm: 4.2190 2020-08-15 17:45:56,697 - mmaction - INFO - Epoch [2][660/940] lr: 1.000e-02, eta: 18:49:47, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.3801, top5_acc: 0.6408, loss_cls: 2.7331, loss: 2.7331, grad_norm: 4.2605 2020-08-15 17:46:10,946 - mmaction - INFO - Epoch [2][680/940] lr: 1.000e-02, eta: 18:49:12, time: 0.715, data_time: 0.007, memory: 8343, top1_acc: 0.3977, top5_acc: 0.6627, loss_cls: 2.6596, loss: 2.6596, grad_norm: 4.2091 2020-08-15 17:46:25,544 - mmaction - INFO - Epoch [2][700/940] lr: 1.000e-02, eta: 18:48:52, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.3916, top5_acc: 0.6521, loss_cls: 2.6938, loss: 2.6938, grad_norm: 4.3310 2020-08-15 17:46:41,069 - mmaction - INFO - Epoch [2][720/940] lr: 1.000e-02, eta: 18:49:27, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.3955, top5_acc: 0.6486, loss_cls: 2.6932, loss: 2.6932, grad_norm: 4.3015 2020-08-15 17:46:55,510 - mmaction - INFO - Epoch [2][740/940] lr: 1.000e-02, eta: 18:48:57, time: 0.721, data_time: 0.006, memory: 8343, top1_acc: 0.3971, top5_acc: 0.6500, loss_cls: 2.6834, loss: 2.6834, grad_norm: 4.2696 2020-08-15 17:47:09,891 - mmaction - INFO - Epoch [2][760/940] lr: 1.000e-02, eta: 18:48:28, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.4031, top5_acc: 0.6533, loss_cls: 2.6535, loss: 2.6535, grad_norm: 4.3011 2020-08-15 17:47:24,800 - mmaction - INFO - Epoch [2][780/940] lr: 1.000e-02, eta: 18:48:24, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.3914, top5_acc: 0.6539, loss_cls: 2.6677, loss: 2.6677, grad_norm: 4.2922 2020-08-15 17:47:40,714 - mmaction - INFO - Epoch [2][800/940] lr: 1.000e-02, eta: 18:49:16, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.4031, top5_acc: 0.6543, loss_cls: 2.6823, loss: 2.6823, grad_norm: 4.3284 2020-08-15 17:47:55,497 - mmaction - INFO - Epoch [2][820/940] lr: 1.000e-02, eta: 18:49:08, time: 0.740, data_time: 0.007, memory: 8343, top1_acc: 0.3934, top5_acc: 0.6512, loss_cls: 2.6842, loss: 2.6842, grad_norm: 4.2547 2020-08-15 17:48:10,772 - mmaction - INFO - Epoch [2][840/940] lr: 1.000e-02, eta: 18:49:23, time: 0.764, data_time: 0.002, memory: 8343, top1_acc: 0.3898, top5_acc: 0.6461, loss_cls: 2.7026, loss: 2.7026, grad_norm: 4.3175 2020-08-15 17:48:24,989 - mmaction - INFO - Epoch [2][860/940] lr: 1.000e-02, eta: 18:48:43, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.3992, top5_acc: 0.6551, loss_cls: 2.6717, loss: 2.6717, grad_norm: 4.2857 2020-08-15 17:48:40,078 - mmaction - INFO - Epoch [2][880/940] lr: 1.000e-02, eta: 18:48:50, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.4025, top5_acc: 0.6656, loss_cls: 2.6553, loss: 2.6553, grad_norm: 4.2953 2020-08-15 17:48:55,688 - mmaction - INFO - Epoch [2][900/940] lr: 1.000e-02, eta: 18:49:16, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.4023, top5_acc: 0.6586, loss_cls: 2.6528, loss: 2.6528, grad_norm: 4.3039 2020-08-15 17:49:10,424 - mmaction - INFO - Epoch [2][920/940] lr: 1.000e-02, eta: 18:49:07, time: 0.741, data_time: 0.007, memory: 8343, top1_acc: 0.4096, top5_acc: 0.6637, loss_cls: 2.6391, loss: 2.6391, grad_norm: 4.2897 2020-08-15 17:49:25,451 - mmaction - INFO - Epoch [2][940/940] lr: 1.000e-02, eta: 18:49:06, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.4037, top5_acc: 0.6638, loss_cls: 2.6388, loss: 2.6388, grad_norm: 4.3131 2020-08-15 17:49:46,964 - mmaction - INFO - Epoch [3][20/940] lr: 1.000e-02, eta: 18:53:57, time: 1.051, data_time: 0.401, memory: 8343, top1_acc: 0.4143, top5_acc: 0.6678, loss_cls: 2.6032, loss: 2.6032, grad_norm: 4.2831 2020-08-15 17:50:00,890 - mmaction - INFO - Epoch [3][40/940] lr: 1.000e-02, eta: 18:52:59, time: 0.693, data_time: 0.005, memory: 8343, top1_acc: 0.4109, top5_acc: 0.6615, loss_cls: 2.6650, loss: 2.6650, grad_norm: 4.3837 2020-08-15 17:50:16,766 - mmaction - INFO - Epoch [3][60/940] lr: 1.000e-02, eta: 18:53:40, time: 0.797, data_time: 0.007, memory: 8343, top1_acc: 0.4107, top5_acc: 0.6723, loss_cls: 2.5928, loss: 2.5928, grad_norm: 4.3398 2020-08-15 17:50:31,637 - mmaction - INFO - Epoch [3][80/940] lr: 1.000e-02, eta: 18:53:28, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.4137, top5_acc: 0.6736, loss_cls: 2.5774, loss: 2.5774, grad_norm: 4.2676 2020-08-15 17:50:46,310 - mmaction - INFO - Epoch [3][100/940] lr: 1.000e-02, eta: 18:53:09, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.4162, top5_acc: 0.6713, loss_cls: 2.5822, loss: 2.5822, grad_norm: 4.2560 2020-08-15 17:51:01,083 - mmaction - INFO - Epoch [3][120/940] lr: 1.000e-02, eta: 18:52:53, time: 0.737, data_time: 0.008, memory: 8343, top1_acc: 0.4160, top5_acc: 0.6715, loss_cls: 2.5980, loss: 2.5980, grad_norm: 4.3241 2020-08-15 17:51:16,188 - mmaction - INFO - Epoch [3][140/940] lr: 1.000e-02, eta: 18:52:54, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.4158, top5_acc: 0.6701, loss_cls: 2.5918, loss: 2.5918, grad_norm: 4.3106 2020-08-15 17:51:31,044 - mmaction - INFO - Epoch [3][160/940] lr: 1.000e-02, eta: 18:52:43, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.4104, top5_acc: 0.6715, loss_cls: 2.5826, loss: 2.5826, grad_norm: 4.3430 2020-08-15 17:51:45,670 - mmaction - INFO - Epoch [3][180/940] lr: 1.000e-02, eta: 18:52:21, time: 0.732, data_time: 0.003, memory: 8343, top1_acc: 0.4254, top5_acc: 0.6732, loss_cls: 2.5611, loss: 2.5611, grad_norm: 4.3114 2020-08-15 17:51:59,974 - mmaction - INFO - Epoch [3][200/940] lr: 1.000e-02, eta: 18:51:44, time: 0.713, data_time: 0.006, memory: 8343, top1_acc: 0.4088, top5_acc: 0.6695, loss_cls: 2.5934, loss: 2.5934, grad_norm: 4.3362 2020-08-15 17:52:14,720 - mmaction - INFO - Epoch [3][220/940] lr: 1.000e-02, eta: 18:51:29, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.4090, top5_acc: 0.6684, loss_cls: 2.6125, loss: 2.6125, grad_norm: 4.3515 2020-08-15 17:52:29,379 - mmaction - INFO - Epoch [3][240/940] lr: 1.000e-02, eta: 18:51:06, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.4143, top5_acc: 0.6721, loss_cls: 2.5671, loss: 2.5671, grad_norm: 4.3499 2020-08-15 17:52:45,028 - mmaction - INFO - Epoch [3][260/940] lr: 1.000e-02, eta: 18:51:32, time: 0.786, data_time: 0.007, memory: 8343, top1_acc: 0.4084, top5_acc: 0.6762, loss_cls: 2.5744, loss: 2.5744, grad_norm: 4.3463 2020-08-15 17:52:59,606 - mmaction - INFO - Epoch [3][280/940] lr: 1.000e-02, eta: 18:51:07, time: 0.727, data_time: 0.007, memory: 8343, top1_acc: 0.4137, top5_acc: 0.6795, loss_cls: 2.5753, loss: 2.5753, grad_norm: 4.3792 2020-08-15 17:53:13,930 - mmaction - INFO - Epoch [3][300/940] lr: 1.000e-02, eta: 18:50:35, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.4188, top5_acc: 0.6746, loss_cls: 2.5610, loss: 2.5610, grad_norm: 4.3741 2020-08-15 17:53:28,863 - mmaction - INFO - Epoch [3][320/940] lr: 1.000e-02, eta: 18:50:27, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.4232, top5_acc: 0.6707, loss_cls: 2.5676, loss: 2.5676, grad_norm: 4.3273 2020-08-15 17:53:44,540 - mmaction - INFO - Epoch [3][340/940] lr: 1.000e-02, eta: 18:50:46, time: 0.780, data_time: 0.006, memory: 8343, top1_acc: 0.4172, top5_acc: 0.6754, loss_cls: 2.5676, loss: 2.5676, grad_norm: 4.3336 2020-08-15 17:53:59,506 - mmaction - INFO - Epoch [3][360/940] lr: 1.000e-02, eta: 18:50:42, time: 0.752, data_time: 0.007, memory: 8343, top1_acc: 0.4262, top5_acc: 0.6852, loss_cls: 2.5426, loss: 2.5426, grad_norm: 4.4278 2020-08-15 17:54:14,659 - mmaction - INFO - Epoch [3][380/940] lr: 1.000e-02, eta: 18:50:39, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.4086, top5_acc: 0.6660, loss_cls: 2.5958, loss: 2.5958, grad_norm: 4.3746 2020-08-15 17:54:28,452 - mmaction - INFO - Epoch [3][400/940] lr: 1.000e-02, eta: 18:49:47, time: 0.693, data_time: 0.006, memory: 8343, top1_acc: 0.4203, top5_acc: 0.6881, loss_cls: 2.5127, loss: 2.5127, grad_norm: 4.3691 2020-08-15 17:54:43,149 - mmaction - INFO - Epoch [3][420/940] lr: 1.000e-02, eta: 18:49:28, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.4236, top5_acc: 0.6742, loss_cls: 2.5349, loss: 2.5349, grad_norm: 4.4036 2020-08-15 17:54:57,835 - mmaction - INFO - Epoch [3][440/940] lr: 1.000e-02, eta: 18:49:10, time: 0.735, data_time: 0.004, memory: 8343, top1_acc: 0.4254, top5_acc: 0.6844, loss_cls: 2.5145, loss: 2.5145, grad_norm: 4.3330 2020-08-15 17:55:12,361 - mmaction - INFO - Epoch [3][460/940] lr: 1.000e-02, eta: 18:48:44, time: 0.724, data_time: 0.006, memory: 8343, top1_acc: 0.4285, top5_acc: 0.6789, loss_cls: 2.5344, loss: 2.5344, grad_norm: 4.3883 2020-08-15 17:55:26,854 - mmaction - INFO - Epoch [3][480/940] lr: 1.000e-02, eta: 18:48:20, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.4184, top5_acc: 0.6811, loss_cls: 2.5423, loss: 2.5423, grad_norm: 4.3765 2020-08-15 17:55:41,771 - mmaction - INFO - Epoch [3][500/940] lr: 1.000e-02, eta: 18:48:09, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.4143, top5_acc: 0.6717, loss_cls: 2.5900, loss: 2.5900, grad_norm: 4.4144 2020-08-15 17:55:56,905 - mmaction - INFO - Epoch [3][520/940] lr: 1.000e-02, eta: 18:48:09, time: 0.758, data_time: 0.004, memory: 8343, top1_acc: 0.4227, top5_acc: 0.6670, loss_cls: 2.5863, loss: 2.5863, grad_norm: 4.4095 2020-08-15 17:56:11,282 - mmaction - INFO - Epoch [3][540/940] lr: 1.000e-02, eta: 18:47:39, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.4197, top5_acc: 0.6814, loss_cls: 2.5769, loss: 2.5769, grad_norm: 4.4143 2020-08-15 17:56:26,198 - mmaction - INFO - Epoch [3][560/940] lr: 1.000e-02, eta: 18:47:30, time: 0.746, data_time: 0.004, memory: 8343, top1_acc: 0.4195, top5_acc: 0.6711, loss_cls: 2.5645, loss: 2.5645, grad_norm: 4.3831 2020-08-15 17:56:41,562 - mmaction - INFO - Epoch [3][580/940] lr: 1.000e-02, eta: 18:47:35, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.4174, top5_acc: 0.6750, loss_cls: 2.5594, loss: 2.5594, grad_norm: 4.3043 2020-08-15 17:56:56,289 - mmaction - INFO - Epoch [3][600/940] lr: 1.000e-02, eta: 18:47:20, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.4209, top5_acc: 0.6809, loss_cls: 2.5030, loss: 2.5030, grad_norm: 4.4087 2020-08-15 17:57:10,980 - mmaction - INFO - Epoch [3][620/940] lr: 1.000e-02, eta: 18:46:58, time: 0.730, data_time: 0.006, memory: 8343, top1_acc: 0.4166, top5_acc: 0.6766, loss_cls: 2.5759, loss: 2.5759, grad_norm: 4.4620 2020-08-15 17:57:26,157 - mmaction - INFO - Epoch [3][640/940] lr: 1.000e-02, eta: 18:47:01, time: 0.763, data_time: 0.007, memory: 8343, top1_acc: 0.4273, top5_acc: 0.6814, loss_cls: 2.5134, loss: 2.5134, grad_norm: 4.3707 2020-08-15 17:57:40,885 - mmaction - INFO - Epoch [3][660/940] lr: 1.000e-02, eta: 18:46:43, time: 0.735, data_time: 0.007, memory: 8343, top1_acc: 0.4283, top5_acc: 0.6803, loss_cls: 2.5315, loss: 2.5315, grad_norm: 4.3929 2020-08-15 17:57:55,988 - mmaction - INFO - Epoch [3][680/940] lr: 1.000e-02, eta: 18:46:41, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.4199, top5_acc: 0.6756, loss_cls: 2.5479, loss: 2.5479, grad_norm: 4.3929 2020-08-15 17:58:11,170 - mmaction - INFO - Epoch [3][700/940] lr: 1.000e-02, eta: 18:46:40, time: 0.759, data_time: 0.002, memory: 8343, top1_acc: 0.4266, top5_acc: 0.6775, loss_cls: 2.5316, loss: 2.5316, grad_norm: 4.4621 2020-08-15 17:58:26,077 - mmaction - INFO - Epoch [3][720/940] lr: 1.000e-02, eta: 18:46:29, time: 0.745, data_time: 0.007, memory: 8343, top1_acc: 0.4260, top5_acc: 0.6777, loss_cls: 2.5400, loss: 2.5400, grad_norm: 4.4725 2020-08-15 17:58:40,234 - mmaction - INFO - Epoch [3][740/940] lr: 1.000e-02, eta: 18:45:53, time: 0.709, data_time: 0.004, memory: 8343, top1_acc: 0.4215, top5_acc: 0.6785, loss_cls: 2.5838, loss: 2.5838, grad_norm: 4.4957 2020-08-15 17:58:55,327 - mmaction - INFO - Epoch [3][760/940] lr: 1.000e-02, eta: 18:45:48, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.4266, top5_acc: 0.6799, loss_cls: 2.5320, loss: 2.5320, grad_norm: 4.3634 2020-08-15 17:59:10,308 - mmaction - INFO - Epoch [3][780/940] lr: 1.000e-02, eta: 18:45:41, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.4182, top5_acc: 0.6838, loss_cls: 2.5419, loss: 2.5419, grad_norm: 4.3851 2020-08-15 17:59:24,671 - mmaction - INFO - Epoch [3][800/940] lr: 1.000e-02, eta: 18:45:10, time: 0.715, data_time: 0.005, memory: 8343, top1_acc: 0.4254, top5_acc: 0.6842, loss_cls: 2.5275, loss: 2.5275, grad_norm: 4.3919 2020-08-15 17:59:39,474 - mmaction - INFO - Epoch [3][820/940] lr: 1.000e-02, eta: 18:44:57, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.4129, top5_acc: 0.6715, loss_cls: 2.5914, loss: 2.5914, grad_norm: 4.5344 2020-08-15 17:59:54,201 - mmaction - INFO - Epoch [3][840/940] lr: 1.000e-02, eta: 18:44:38, time: 0.734, data_time: 0.007, memory: 8343, top1_acc: 0.4135, top5_acc: 0.6717, loss_cls: 2.5859, loss: 2.5859, grad_norm: 4.4555 2020-08-15 18:00:10,528 - mmaction - INFO - Epoch [3][860/940] lr: 1.000e-02, eta: 18:45:13, time: 0.814, data_time: 0.007, memory: 8343, top1_acc: 0.4125, top5_acc: 0.6609, loss_cls: 2.6225, loss: 2.6225, grad_norm: 4.4462 2020-08-15 18:00:24,534 - mmaction - INFO - Epoch [3][880/940] lr: 1.000e-02, eta: 18:44:35, time: 0.705, data_time: 0.017, memory: 8343, top1_acc: 0.4293, top5_acc: 0.6818, loss_cls: 2.5082, loss: 2.5082, grad_norm: 4.4088 2020-08-15 18:00:39,209 - mmaction - INFO - Epoch [3][900/940] lr: 1.000e-02, eta: 18:44:17, time: 0.735, data_time: 0.004, memory: 8343, top1_acc: 0.4398, top5_acc: 0.6830, loss_cls: 2.4940, loss: 2.4940, grad_norm: 4.3788 2020-08-15 18:00:55,282 - mmaction - INFO - Epoch [3][920/940] lr: 1.000e-02, eta: 18:44:43, time: 0.801, data_time: 0.005, memory: 8343, top1_acc: 0.4318, top5_acc: 0.6793, loss_cls: 2.4947, loss: 2.4947, grad_norm: 4.4420 2020-08-15 18:01:08,421 - mmaction - INFO - Epoch [3][940/940] lr: 1.000e-02, eta: 18:43:36, time: 0.659, data_time: 0.006, memory: 8343, top1_acc: 0.4409, top5_acc: 0.6927, loss_cls: 2.4609, loss: 2.4609, grad_norm: 4.4171 2020-08-15 18:01:33,061 - mmaction - INFO - Epoch [4][20/940] lr: 1.000e-02, eta: 18:48:22, time: 1.209, data_time: 0.594, memory: 8343, top1_acc: 0.4357, top5_acc: 0.6916, loss_cls: 2.4811, loss: 2.4811, grad_norm: 4.4107 2020-08-15 18:01:46,037 - mmaction - INFO - Epoch [4][40/940] lr: 1.000e-02, eta: 18:47:08, time: 0.649, data_time: 0.004, memory: 8343, top1_acc: 0.4197, top5_acc: 0.6807, loss_cls: 2.5372, loss: 2.5372, grad_norm: 4.4621 2020-08-15 18:02:00,646 - mmaction - INFO - Epoch [4][60/940] lr: 1.000e-02, eta: 18:46:43, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.4301, top5_acc: 0.6926, loss_cls: 2.4658, loss: 2.4658, grad_norm: 4.4252 2020-08-15 18:02:15,707 - mmaction - INFO - Epoch [4][80/940] lr: 1.000e-02, eta: 18:46:37, time: 0.756, data_time: 0.007, memory: 8343, top1_acc: 0.4291, top5_acc: 0.6961, loss_cls: 2.4594, loss: 2.4594, grad_norm: 4.3943 2020-08-15 18:02:30,410 - mmaction - INFO - Epoch [4][100/940] lr: 1.000e-02, eta: 18:46:17, time: 0.734, data_time: 0.007, memory: 8343, top1_acc: 0.4455, top5_acc: 0.7047, loss_cls: 2.4245, loss: 2.4245, grad_norm: 4.4307 2020-08-15 18:02:44,958 - mmaction - INFO - Epoch [4][120/940] lr: 1.000e-02, eta: 18:45:55, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.4332, top5_acc: 0.6850, loss_cls: 2.4608, loss: 2.4608, grad_norm: 4.4191 2020-08-15 18:03:00,062 - mmaction - INFO - Epoch [4][140/940] lr: 1.000e-02, eta: 18:45:47, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.4313, top5_acc: 0.6906, loss_cls: 2.4904, loss: 2.4904, grad_norm: 4.4830 2020-08-15 18:03:15,286 - mmaction - INFO - Epoch [4][160/940] lr: 1.000e-02, eta: 18:45:45, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.4418, top5_acc: 0.7020, loss_cls: 2.4359, loss: 2.4359, grad_norm: 4.4163 2020-08-15 18:03:29,539 - mmaction - INFO - Epoch [4][180/940] lr: 1.000e-02, eta: 18:45:12, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.4412, top5_acc: 0.6877, loss_cls: 2.4776, loss: 2.4776, grad_norm: 4.3985 2020-08-15 18:03:44,003 - mmaction - INFO - Epoch [4][200/940] lr: 1.000e-02, eta: 18:44:45, time: 0.721, data_time: 0.006, memory: 8343, top1_acc: 0.4264, top5_acc: 0.6865, loss_cls: 2.5031, loss: 2.5031, grad_norm: 4.4379 2020-08-15 18:03:59,685 - mmaction - INFO - Epoch [4][220/940] lr: 1.000e-02, eta: 18:44:56, time: 0.786, data_time: 0.006, memory: 8343, top1_acc: 0.4346, top5_acc: 0.6922, loss_cls: 2.4573, loss: 2.4573, grad_norm: 4.3956 2020-08-15 18:04:15,570 - mmaction - INFO - Epoch [4][240/940] lr: 1.000e-02, eta: 18:45:11, time: 0.792, data_time: 0.005, memory: 8343, top1_acc: 0.4400, top5_acc: 0.6963, loss_cls: 2.4311, loss: 2.4311, grad_norm: 4.3874 2020-08-15 18:04:29,897 - mmaction - INFO - Epoch [4][260/940] lr: 1.000e-02, eta: 18:44:43, time: 0.719, data_time: 0.006, memory: 8343, top1_acc: 0.4457, top5_acc: 0.7012, loss_cls: 2.4263, loss: 2.4263, grad_norm: 4.3839 2020-08-15 18:04:44,610 - mmaction - INFO - Epoch [4][280/940] lr: 1.000e-02, eta: 18:44:22, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.4457, top5_acc: 0.6980, loss_cls: 2.4544, loss: 2.4544, grad_norm: 4.4540 2020-08-15 18:04:58,830 - mmaction - INFO - Epoch [4][300/940] lr: 1.000e-02, eta: 18:43:51, time: 0.714, data_time: 0.007, memory: 8343, top1_acc: 0.4377, top5_acc: 0.6797, loss_cls: 2.5110, loss: 2.5110, grad_norm: 4.4907 2020-08-15 18:05:13,737 - mmaction - INFO - Epoch [4][320/940] lr: 1.000e-02, eta: 18:43:33, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.4369, top5_acc: 0.7018, loss_cls: 2.4302, loss: 2.4302, grad_norm: 4.4963 2020-08-15 18:05:28,556 - mmaction - INFO - Epoch [4][340/940] lr: 1.000e-02, eta: 18:43:23, time: 0.749, data_time: 0.012, memory: 8343, top1_acc: 0.4330, top5_acc: 0.6902, loss_cls: 2.4697, loss: 2.4697, grad_norm: 4.4662 2020-08-15 18:05:42,845 - mmaction - INFO - Epoch [4][360/940] lr: 1.000e-02, eta: 18:42:52, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.4516, top5_acc: 0.7064, loss_cls: 2.3805, loss: 2.3805, grad_norm: 4.3465 2020-08-15 18:05:57,917 - mmaction - INFO - Epoch [4][380/940] lr: 1.000e-02, eta: 18:42:44, time: 0.754, data_time: 0.004, memory: 8343, top1_acc: 0.4389, top5_acc: 0.6865, loss_cls: 2.4603, loss: 2.4603, grad_norm: 4.4495 2020-08-15 18:06:12,778 - mmaction - INFO - Epoch [4][400/940] lr: 1.000e-02, eta: 18:42:29, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.4340, top5_acc: 0.6914, loss_cls: 2.4778, loss: 2.4778, grad_norm: 4.4422 2020-08-15 18:06:27,477 - mmaction - INFO - Epoch [4][420/940] lr: 1.000e-02, eta: 18:42:11, time: 0.736, data_time: 0.004, memory: 8343, top1_acc: 0.4463, top5_acc: 0.6943, loss_cls: 2.4236, loss: 2.4236, grad_norm: 4.4775 2020-08-15 18:06:41,889 - mmaction - INFO - Epoch [4][440/940] lr: 1.000e-02, eta: 18:41:43, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.4441, top5_acc: 0.6936, loss_cls: 2.4570, loss: 2.4570, grad_norm: 4.4799 2020-08-15 18:06:56,812 - mmaction - INFO - Epoch [4][460/940] lr: 1.000e-02, eta: 18:41:32, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.4342, top5_acc: 0.6840, loss_cls: 2.5116, loss: 2.5116, grad_norm: 4.6122 2020-08-15 18:07:12,029 - mmaction - INFO - Epoch [4][480/940] lr: 1.000e-02, eta: 18:41:26, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.4313, top5_acc: 0.6824, loss_cls: 2.4620, loss: 2.4620, grad_norm: 4.4564 2020-08-15 18:07:26,518 - mmaction - INFO - Epoch [4][500/940] lr: 1.000e-02, eta: 18:41:03, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.4359, top5_acc: 0.6914, loss_cls: 2.4562, loss: 2.4562, grad_norm: 4.4276 2020-08-15 18:07:41,399 - mmaction - INFO - Epoch [4][520/940] lr: 1.000e-02, eta: 18:40:49, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.4334, top5_acc: 0.6937, loss_cls: 2.4745, loss: 2.4745, grad_norm: 4.4832 2020-08-15 18:07:56,302 - mmaction - INFO - Epoch [4][540/940] lr: 1.000e-02, eta: 18:40:36, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.4404, top5_acc: 0.6896, loss_cls: 2.4758, loss: 2.4758, grad_norm: 4.4557 2020-08-15 18:08:10,907 - mmaction - INFO - Epoch [4][560/940] lr: 1.000e-02, eta: 18:40:15, time: 0.730, data_time: 0.002, memory: 8343, top1_acc: 0.4393, top5_acc: 0.6936, loss_cls: 2.4493, loss: 2.4493, grad_norm: 4.4686 2020-08-15 18:08:26,053 - mmaction - INFO - Epoch [4][580/940] lr: 1.000e-02, eta: 18:40:09, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.4373, top5_acc: 0.6893, loss_cls: 2.4417, loss: 2.4417, grad_norm: 4.4882 2020-08-15 18:08:40,957 - mmaction - INFO - Epoch [4][600/940] lr: 1.000e-02, eta: 18:39:54, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.4344, top5_acc: 0.6836, loss_cls: 2.5137, loss: 2.5137, grad_norm: 4.5638 2020-08-15 18:08:55,834 - mmaction - INFO - Epoch [4][620/940] lr: 1.000e-02, eta: 18:39:42, time: 0.747, data_time: 0.007, memory: 8343, top1_acc: 0.4381, top5_acc: 0.6893, loss_cls: 2.4754, loss: 2.4754, grad_norm: 4.4314 2020-08-15 18:09:10,714 - mmaction - INFO - Epoch [4][640/940] lr: 1.000e-02, eta: 18:39:27, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.4365, top5_acc: 0.6937, loss_cls: 2.4659, loss: 2.4659, grad_norm: 4.4697 2020-08-15 18:09:26,561 - mmaction - INFO - Epoch [4][660/940] lr: 1.000e-02, eta: 18:39:40, time: 0.794, data_time: 0.005, memory: 8343, top1_acc: 0.4361, top5_acc: 0.6832, loss_cls: 2.4884, loss: 2.4884, grad_norm: 4.4824 2020-08-15 18:09:41,016 - mmaction - INFO - Epoch [4][680/940] lr: 1.000e-02, eta: 18:39:14, time: 0.721, data_time: 0.006, memory: 8343, top1_acc: 0.4287, top5_acc: 0.6957, loss_cls: 2.4482, loss: 2.4482, grad_norm: 4.4457 2020-08-15 18:09:56,197 - mmaction - INFO - Epoch [4][700/940] lr: 1.000e-02, eta: 18:39:08, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.4508, top5_acc: 0.6998, loss_cls: 2.4042, loss: 2.4042, grad_norm: 4.4337 2020-08-15 18:10:11,066 - mmaction - INFO - Epoch [4][720/940] lr: 1.000e-02, eta: 18:38:52, time: 0.740, data_time: 0.007, memory: 8343, top1_acc: 0.4426, top5_acc: 0.6965, loss_cls: 2.4225, loss: 2.4225, grad_norm: 4.4861 2020-08-15 18:10:26,699 - mmaction - INFO - Epoch [4][740/940] lr: 1.000e-02, eta: 18:38:59, time: 0.785, data_time: 0.007, memory: 8343, top1_acc: 0.4473, top5_acc: 0.6980, loss_cls: 2.4497, loss: 2.4497, grad_norm: 4.5081 2020-08-15 18:10:41,180 - mmaction - INFO - Epoch [4][760/940] lr: 1.000e-02, eta: 18:38:34, time: 0.721, data_time: 0.007, memory: 8343, top1_acc: 0.4342, top5_acc: 0.6852, loss_cls: 2.4828, loss: 2.4828, grad_norm: 4.4640 2020-08-15 18:10:56,476 - mmaction - INFO - Epoch [4][780/940] lr: 1.000e-02, eta: 18:38:32, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.4455, top5_acc: 0.6922, loss_cls: 2.4278, loss: 2.4278, grad_norm: 4.4589 2020-08-15 18:11:10,626 - mmaction - INFO - Epoch [4][800/940] lr: 1.000e-02, eta: 18:37:59, time: 0.706, data_time: 0.006, memory: 8343, top1_acc: 0.4287, top5_acc: 0.6900, loss_cls: 2.4797, loss: 2.4797, grad_norm: 4.5052 2020-08-15 18:11:25,569 - mmaction - INFO - Epoch [4][820/940] lr: 1.000e-02, eta: 18:37:47, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.4371, top5_acc: 0.6902, loss_cls: 2.4786, loss: 2.4786, grad_norm: 4.5226 2020-08-15 18:11:40,601 - mmaction - INFO - Epoch [4][840/940] lr: 1.000e-02, eta: 18:37:37, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.4396, top5_acc: 0.6895, loss_cls: 2.4686, loss: 2.4686, grad_norm: 4.4955 2020-08-15 18:11:57,077 - mmaction - INFO - Epoch [4][860/940] lr: 1.000e-02, eta: 18:38:02, time: 0.824, data_time: 0.004, memory: 8343, top1_acc: 0.4447, top5_acc: 0.6955, loss_cls: 2.4377, loss: 2.4377, grad_norm: 4.4774 2020-08-15 18:12:11,509 - mmaction - INFO - Epoch [4][880/940] lr: 1.000e-02, eta: 18:37:36, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.4355, top5_acc: 0.6912, loss_cls: 2.4726, loss: 2.4726, grad_norm: 4.5502 2020-08-15 18:12:26,792 - mmaction - INFO - Epoch [4][900/940] lr: 1.000e-02, eta: 18:37:33, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.4451, top5_acc: 0.6945, loss_cls: 2.4278, loss: 2.4278, grad_norm: 4.4280 2020-08-15 18:12:41,890 - mmaction - INFO - Epoch [4][920/940] lr: 1.000e-02, eta: 18:37:23, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.4422, top5_acc: 0.6865, loss_cls: 2.4561, loss: 2.4561, grad_norm: 4.5000 2020-08-15 18:12:55,697 - mmaction - INFO - Epoch [4][940/940] lr: 1.000e-02, eta: 18:36:44, time: 0.692, data_time: 0.005, memory: 8343, top1_acc: 0.4472, top5_acc: 0.6963, loss_cls: 2.4354, loss: 2.4354, grad_norm: 4.5069 2020-08-15 18:13:17,374 - mmaction - INFO - Epoch [5][20/940] lr: 1.000e-02, eta: 18:39:01, time: 1.061, data_time: 0.439, memory: 8343, top1_acc: 0.4568, top5_acc: 0.6996, loss_cls: 2.3923, loss: 2.3923, grad_norm: 4.4271 2020-08-15 18:13:32,036 - mmaction - INFO - Epoch [5][40/940] lr: 1.000e-02, eta: 18:38:42, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.4512, top5_acc: 0.7004, loss_cls: 2.4061, loss: 2.4061, grad_norm: 4.4504 2020-08-15 18:13:46,426 - mmaction - INFO - Epoch [5][60/940] lr: 1.000e-02, eta: 18:38:14, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.4633, top5_acc: 0.7076, loss_cls: 2.3944, loss: 2.3944, grad_norm: 4.4765 2020-08-15 18:14:01,033 - mmaction - INFO - Epoch [5][80/940] lr: 1.000e-02, eta: 18:37:54, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.4494, top5_acc: 0.7002, loss_cls: 2.4011, loss: 2.4011, grad_norm: 4.4482 2020-08-15 18:14:15,665 - mmaction - INFO - Epoch [5][100/940] lr: 1.000e-02, eta: 18:37:33, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.4521, top5_acc: 0.7055, loss_cls: 2.3871, loss: 2.3871, grad_norm: 4.5300 2020-08-15 18:14:29,761 - mmaction - INFO - Epoch [5][120/940] lr: 1.000e-02, eta: 18:37:00, time: 0.705, data_time: 0.004, memory: 8343, top1_acc: 0.4547, top5_acc: 0.7018, loss_cls: 2.4047, loss: 2.4047, grad_norm: 4.5720 2020-08-15 18:14:44,489 - mmaction - INFO - Epoch [5][140/940] lr: 1.000e-02, eta: 18:36:42, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.4443, top5_acc: 0.6969, loss_cls: 2.4403, loss: 2.4403, grad_norm: 4.5197 2020-08-15 18:14:59,277 - mmaction - INFO - Epoch [5][160/940] lr: 1.000e-02, eta: 18:36:25, time: 0.739, data_time: 0.004, memory: 8343, top1_acc: 0.4467, top5_acc: 0.7045, loss_cls: 2.4120, loss: 2.4120, grad_norm: 4.5165 2020-08-15 18:15:14,666 - mmaction - INFO - Epoch [5][180/940] lr: 1.000e-02, eta: 18:36:21, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.4586, top5_acc: 0.7041, loss_cls: 2.3490, loss: 2.3490, grad_norm: 4.3611 2020-08-15 18:15:29,635 - mmaction - INFO - Epoch [5][200/940] lr: 1.000e-02, eta: 18:36:09, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.4518, top5_acc: 0.7119, loss_cls: 2.3597, loss: 2.3597, grad_norm: 4.4221 2020-08-15 18:15:44,036 - mmaction - INFO - Epoch [5][220/940] lr: 1.000e-02, eta: 18:35:42, time: 0.717, data_time: 0.006, memory: 8343, top1_acc: 0.4525, top5_acc: 0.7107, loss_cls: 2.3632, loss: 2.3632, grad_norm: 4.5153 2020-08-15 18:15:59,221 - mmaction - INFO - Epoch [5][240/940] lr: 1.000e-02, eta: 18:35:36, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.4623, top5_acc: 0.7135, loss_cls: 2.3287, loss: 2.3287, grad_norm: 4.4997 2020-08-15 18:16:13,356 - mmaction - INFO - Epoch [5][260/940] lr: 1.000e-02, eta: 18:35:03, time: 0.704, data_time: 0.006, memory: 8343, top1_acc: 0.4488, top5_acc: 0.7000, loss_cls: 2.4143, loss: 2.4143, grad_norm: 4.5323 2020-08-15 18:16:28,547 - mmaction - INFO - Epoch [5][280/940] lr: 1.000e-02, eta: 18:34:57, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.4531, top5_acc: 0.6973, loss_cls: 2.4257, loss: 2.4257, grad_norm: 4.5174 2020-08-15 18:16:43,186 - mmaction - INFO - Epoch [5][300/940] lr: 1.000e-02, eta: 18:34:36, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.4533, top5_acc: 0.7068, loss_cls: 2.3707, loss: 2.3707, grad_norm: 4.4997 2020-08-15 18:16:57,421 - mmaction - INFO - Epoch [5][320/940] lr: 1.000e-02, eta: 18:34:08, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.4549, top5_acc: 0.6979, loss_cls: 2.4017, loss: 2.4017, grad_norm: 4.4670 2020-08-15 18:17:11,862 - mmaction - INFO - Epoch [5][340/940] lr: 1.000e-02, eta: 18:33:43, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.4461, top5_acc: 0.7076, loss_cls: 2.3734, loss: 2.3734, grad_norm: 4.4834 2020-08-15 18:17:26,222 - mmaction - INFO - Epoch [5][360/940] lr: 1.000e-02, eta: 18:33:17, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.4559, top5_acc: 0.7018, loss_cls: 2.3795, loss: 2.3795, grad_norm: 4.4532 2020-08-15 18:17:40,631 - mmaction - INFO - Epoch [5][380/940] lr: 1.000e-02, eta: 18:32:52, time: 0.719, data_time: 0.006, memory: 8343, top1_acc: 0.4623, top5_acc: 0.7115, loss_cls: 2.3429, loss: 2.3429, grad_norm: 4.5009 2020-08-15 18:17:54,931 - mmaction - INFO - Epoch [5][400/940] lr: 1.000e-02, eta: 18:32:26, time: 0.717, data_time: 0.006, memory: 8343, top1_acc: 0.4445, top5_acc: 0.7119, loss_cls: 2.3878, loss: 2.3878, grad_norm: 4.4915 2020-08-15 18:18:10,812 - mmaction - INFO - Epoch [5][420/940] lr: 1.000e-02, eta: 18:32:33, time: 0.794, data_time: 0.002, memory: 8343, top1_acc: 0.4578, top5_acc: 0.7064, loss_cls: 2.3572, loss: 2.3572, grad_norm: 4.4859 2020-08-15 18:18:24,636 - mmaction - INFO - Epoch [5][440/940] lr: 1.000e-02, eta: 18:31:54, time: 0.688, data_time: 0.005, memory: 8343, top1_acc: 0.4381, top5_acc: 0.6922, loss_cls: 2.4437, loss: 2.4437, grad_norm: 4.5990 2020-08-15 18:18:40,261 - mmaction - INFO - Epoch [5][460/940] lr: 1.000e-02, eta: 18:31:57, time: 0.785, data_time: 0.006, memory: 8343, top1_acc: 0.4600, top5_acc: 0.7021, loss_cls: 2.3657, loss: 2.3657, grad_norm: 4.4504 2020-08-15 18:18:54,481 - mmaction - INFO - Epoch [5][480/940] lr: 1.000e-02, eta: 18:31:27, time: 0.708, data_time: 0.005, memory: 8343, top1_acc: 0.4500, top5_acc: 0.7078, loss_cls: 2.3826, loss: 2.3826, grad_norm: 4.5375 2020-08-15 18:19:08,874 - mmaction - INFO - Epoch [5][500/940] lr: 1.000e-02, eta: 18:31:04, time: 0.723, data_time: 0.007, memory: 8343, top1_acc: 0.4557, top5_acc: 0.7086, loss_cls: 2.3511, loss: 2.3511, grad_norm: 4.4958 2020-08-15 18:19:23,322 - mmaction - INFO - Epoch [5][520/940] lr: 1.000e-02, eta: 18:30:40, time: 0.720, data_time: 0.006, memory: 8343, top1_acc: 0.4412, top5_acc: 0.6937, loss_cls: 2.4453, loss: 2.4453, grad_norm: 4.6317 2020-08-15 18:19:38,167 - mmaction - INFO - Epoch [5][540/940] lr: 1.000e-02, eta: 18:30:25, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.4576, top5_acc: 0.7049, loss_cls: 2.4050, loss: 2.4050, grad_norm: 4.5199 2020-08-15 18:19:52,329 - mmaction - INFO - Epoch [5][560/940] lr: 1.000e-02, eta: 18:29:55, time: 0.706, data_time: 0.006, memory: 8343, top1_acc: 0.4580, top5_acc: 0.7029, loss_cls: 2.4224, loss: 2.4224, grad_norm: 4.5271 2020-08-15 18:20:07,278 - mmaction - INFO - Epoch [5][580/940] lr: 1.000e-02, eta: 18:29:43, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.4611, top5_acc: 0.7178, loss_cls: 2.3460, loss: 2.3460, grad_norm: 4.5426 2020-08-15 18:20:21,189 - mmaction - INFO - Epoch [5][600/940] lr: 1.000e-02, eta: 18:29:09, time: 0.696, data_time: 0.003, memory: 8343, top1_acc: 0.4562, top5_acc: 0.7016, loss_cls: 2.3982, loss: 2.3982, grad_norm: 4.4558 2020-08-15 18:20:36,414 - mmaction - INFO - Epoch [5][620/940] lr: 1.000e-02, eta: 18:29:01, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.4648, top5_acc: 0.7076, loss_cls: 2.3374, loss: 2.3374, grad_norm: 4.4467 2020-08-15 18:20:51,033 - mmaction - INFO - Epoch [5][640/940] lr: 1.000e-02, eta: 18:28:42, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.4570, top5_acc: 0.7100, loss_cls: 2.3574, loss: 2.3574, grad_norm: 4.4781 2020-08-15 18:21:05,582 - mmaction - INFO - Epoch [5][660/940] lr: 1.000e-02, eta: 18:28:21, time: 0.727, data_time: 0.002, memory: 8343, top1_acc: 0.4512, top5_acc: 0.7061, loss_cls: 2.3805, loss: 2.3805, grad_norm: 4.5377 2020-08-15 18:21:18,861 - mmaction - INFO - Epoch [5][680/940] lr: 1.000e-02, eta: 18:27:35, time: 0.664, data_time: 0.003, memory: 8343, top1_acc: 0.4521, top5_acc: 0.6959, loss_cls: 2.4041, loss: 2.4041, grad_norm: 4.4886 2020-08-15 18:21:33,580 - mmaction - INFO - Epoch [5][700/940] lr: 1.000e-02, eta: 18:27:17, time: 0.734, data_time: 0.007, memory: 8343, top1_acc: 0.4549, top5_acc: 0.7063, loss_cls: 2.3850, loss: 2.3850, grad_norm: 4.5162 2020-08-15 18:21:48,164 - mmaction - INFO - Epoch [5][720/940] lr: 1.000e-02, eta: 18:26:58, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.4654, top5_acc: 0.7137, loss_cls: 2.3365, loss: 2.3365, grad_norm: 4.4234 2020-08-15 18:22:03,432 - mmaction - INFO - Epoch [5][740/940] lr: 1.000e-02, eta: 18:26:50, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.4498, top5_acc: 0.7063, loss_cls: 2.3969, loss: 2.3969, grad_norm: 4.5438 2020-08-15 18:22:16,677 - mmaction - INFO - Epoch [5][760/940] lr: 1.000e-02, eta: 18:26:05, time: 0.665, data_time: 0.006, memory: 8343, top1_acc: 0.4545, top5_acc: 0.7020, loss_cls: 2.3783, loss: 2.3783, grad_norm: 4.4659 2020-08-15 18:22:30,593 - mmaction - INFO - Epoch [5][780/940] lr: 1.000e-02, eta: 18:25:31, time: 0.692, data_time: 0.006, memory: 8343, top1_acc: 0.4621, top5_acc: 0.7115, loss_cls: 2.3522, loss: 2.3522, grad_norm: 4.4837 2020-08-15 18:22:44,808 - mmaction - INFO - Epoch [5][800/940] lr: 1.000e-02, eta: 18:25:05, time: 0.714, data_time: 0.007, memory: 8343, top1_acc: 0.4449, top5_acc: 0.6889, loss_cls: 2.4367, loss: 2.4367, grad_norm: 4.5468 2020-08-15 18:22:59,596 - mmaction - INFO - Epoch [5][820/940] lr: 1.000e-02, eta: 18:24:48, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.4502, top5_acc: 0.6945, loss_cls: 2.3995, loss: 2.3995, grad_norm: 4.5591 2020-08-15 18:23:13,309 - mmaction - INFO - Epoch [5][840/940] lr: 1.000e-02, eta: 18:24:13, time: 0.689, data_time: 0.007, memory: 8343, top1_acc: 0.4691, top5_acc: 0.7070, loss_cls: 2.3572, loss: 2.3572, grad_norm: 4.4836 2020-08-15 18:23:27,728 - mmaction - INFO - Epoch [5][860/940] lr: 1.000e-02, eta: 18:23:49, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.4508, top5_acc: 0.7082, loss_cls: 2.3641, loss: 2.3641, grad_norm: 4.5377 2020-08-15 18:23:41,376 - mmaction - INFO - Epoch [5][880/940] lr: 1.000e-02, eta: 18:23:13, time: 0.685, data_time: 0.006, memory: 8343, top1_acc: 0.4605, top5_acc: 0.7020, loss_cls: 2.3736, loss: 2.3736, grad_norm: 4.5475 2020-08-15 18:23:55,486 - mmaction - INFO - Epoch [5][900/940] lr: 1.000e-02, eta: 18:22:43, time: 0.702, data_time: 0.005, memory: 8343, top1_acc: 0.4564, top5_acc: 0.6988, loss_cls: 2.3759, loss: 2.3759, grad_norm: 4.4388 2020-08-15 18:24:09,274 - mmaction - INFO - Epoch [5][920/940] lr: 1.000e-02, eta: 18:22:10, time: 0.693, data_time: 0.007, memory: 8343, top1_acc: 0.4473, top5_acc: 0.7045, loss_cls: 2.4255, loss: 2.4255, grad_norm: 4.6119 2020-08-15 18:24:23,884 - mmaction - INFO - Epoch [5][940/940] lr: 1.000e-02, eta: 18:21:51, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.4567, top5_acc: 0.7065, loss_cls: 2.3721, loss: 2.3721, grad_norm: 4.5321 2020-08-15 18:24:24,373 - mmaction - INFO - Saving checkpoint at 5 epochs 2020-08-15 18:24:45,170 - mmaction - INFO - Epoch [6][20/940] lr: 1.000e-02, eta: 18:23:00, time: 0.962, data_time: 0.344, memory: 8343, top1_acc: 0.4684, top5_acc: 0.7215, loss_cls: 2.3400, loss: 2.3400, grad_norm: 4.4630 2020-08-15 18:24:58,407 - mmaction - INFO - Epoch [6][40/940] lr: 1.000e-02, eta: 18:22:14, time: 0.659, data_time: 0.005, memory: 8343, top1_acc: 0.4545, top5_acc: 0.7096, loss_cls: 2.3663, loss: 2.3663, grad_norm: 4.5608 2020-08-15 18:25:12,169 - mmaction - INFO - Epoch [6][60/940] lr: 1.000e-02, eta: 18:21:41, time: 0.690, data_time: 0.006, memory: 8343, top1_acc: 0.4521, top5_acc: 0.7094, loss_cls: 2.3364, loss: 2.3364, grad_norm: 4.5079 2020-08-15 18:25:26,455 - mmaction - INFO - Epoch [6][80/940] lr: 1.000e-02, eta: 18:21:16, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.4730, top5_acc: 0.7146, loss_cls: 2.3124, loss: 2.3124, grad_norm: 4.4324 2020-08-15 18:25:40,167 - mmaction - INFO - Epoch [6][100/940] lr: 1.000e-02, eta: 18:20:41, time: 0.687, data_time: 0.005, memory: 8343, top1_acc: 0.4799, top5_acc: 0.7199, loss_cls: 2.2835, loss: 2.2835, grad_norm: 4.5344 2020-08-15 18:25:54,630 - mmaction - INFO - Epoch [6][120/940] lr: 1.000e-02, eta: 18:20:19, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.4762, top5_acc: 0.7066, loss_cls: 2.3164, loss: 2.3164, grad_norm: 4.4677 2020-08-15 18:26:09,261 - mmaction - INFO - Epoch [6][140/940] lr: 1.000e-02, eta: 18:20:01, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.4621, top5_acc: 0.7090, loss_cls: 2.3449, loss: 2.3449, grad_norm: 4.4940 2020-08-15 18:26:23,582 - mmaction - INFO - Epoch [6][160/940] lr: 1.000e-02, eta: 18:19:37, time: 0.714, data_time: 0.006, memory: 8343, top1_acc: 0.4797, top5_acc: 0.7252, loss_cls: 2.3068, loss: 2.3068, grad_norm: 4.4496 2020-08-15 18:26:38,420 - mmaction - INFO - Epoch [6][180/940] lr: 1.000e-02, eta: 18:19:24, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.4643, top5_acc: 0.7211, loss_cls: 2.3061, loss: 2.3061, grad_norm: 4.5011 2020-08-15 18:26:52,787 - mmaction - INFO - Epoch [6][200/940] lr: 1.000e-02, eta: 18:19:01, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.4604, top5_acc: 0.7100, loss_cls: 2.3314, loss: 2.3314, grad_norm: 4.5314 2020-08-15 18:27:06,205 - mmaction - INFO - Epoch [6][220/940] lr: 1.000e-02, eta: 18:18:21, time: 0.671, data_time: 0.003, memory: 8343, top1_acc: 0.4557, top5_acc: 0.7146, loss_cls: 2.3332, loss: 2.3332, grad_norm: 4.5540 2020-08-15 18:27:20,900 - mmaction - INFO - Epoch [6][240/940] lr: 1.000e-02, eta: 18:18:04, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.4637, top5_acc: 0.7139, loss_cls: 2.3288, loss: 2.3288, grad_norm: 4.5421 2020-08-15 18:27:34,409 - mmaction - INFO - Epoch [6][260/940] lr: 1.000e-02, eta: 18:17:26, time: 0.675, data_time: 0.003, memory: 8343, top1_acc: 0.4660, top5_acc: 0.7080, loss_cls: 2.3664, loss: 2.3664, grad_norm: 4.6241 2020-08-15 18:27:48,287 - mmaction - INFO - Epoch [6][280/940] lr: 1.000e-02, eta: 18:16:54, time: 0.691, data_time: 0.006, memory: 8343, top1_acc: 0.4711, top5_acc: 0.7201, loss_cls: 2.2774, loss: 2.2774, grad_norm: 4.5354 2020-08-15 18:28:02,512 - mmaction - INFO - Epoch [6][300/940] lr: 1.000e-02, eta: 18:16:31, time: 0.714, data_time: 0.007, memory: 8343, top1_acc: 0.4660, top5_acc: 0.7082, loss_cls: 2.3255, loss: 2.3255, grad_norm: 4.5207 2020-08-15 18:28:16,833 - mmaction - INFO - Epoch [6][320/940] lr: 1.000e-02, eta: 18:16:07, time: 0.715, data_time: 0.005, memory: 8343, top1_acc: 0.4773, top5_acc: 0.7158, loss_cls: 2.2943, loss: 2.2943, grad_norm: 4.4955 2020-08-15 18:28:31,077 - mmaction - INFO - Epoch [6][340/940] lr: 1.000e-02, eta: 18:15:43, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.4752, top5_acc: 0.7232, loss_cls: 2.2713, loss: 2.2713, grad_norm: 4.4035 2020-08-15 18:28:45,927 - mmaction - INFO - Epoch [6][360/940] lr: 1.000e-02, eta: 18:15:29, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.4672, top5_acc: 0.7074, loss_cls: 2.3648, loss: 2.3648, grad_norm: 4.4478 2020-08-15 18:28:59,934 - mmaction - INFO - Epoch [6][380/940] lr: 1.000e-02, eta: 18:15:01, time: 0.703, data_time: 0.007, memory: 8343, top1_acc: 0.4771, top5_acc: 0.7191, loss_cls: 2.2904, loss: 2.2904, grad_norm: 4.4665 2020-08-15 18:29:14,155 - mmaction - INFO - Epoch [6][400/940] lr: 1.000e-02, eta: 18:14:36, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.4611, top5_acc: 0.7189, loss_cls: 2.3398, loss: 2.3398, grad_norm: 4.5140 2020-08-15 18:29:28,171 - mmaction - INFO - Epoch [6][420/940] lr: 1.000e-02, eta: 18:14:09, time: 0.703, data_time: 0.006, memory: 8343, top1_acc: 0.4742, top5_acc: 0.7096, loss_cls: 2.3275, loss: 2.3275, grad_norm: 4.5195 2020-08-15 18:29:43,365 - mmaction - INFO - Epoch [6][440/940] lr: 1.000e-02, eta: 18:14:01, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.4750, top5_acc: 0.7137, loss_cls: 2.3073, loss: 2.3073, grad_norm: 4.5265 2020-08-15 18:29:56,870 - mmaction - INFO - Epoch [6][460/940] lr: 1.000e-02, eta: 18:13:25, time: 0.677, data_time: 0.006, memory: 8343, top1_acc: 0.4715, top5_acc: 0.7146, loss_cls: 2.3091, loss: 2.3091, grad_norm: 4.4436 2020-08-15 18:30:11,006 - mmaction - INFO - Epoch [6][480/940] lr: 1.000e-02, eta: 18:12:59, time: 0.706, data_time: 0.006, memory: 8343, top1_acc: 0.4584, top5_acc: 0.7084, loss_cls: 2.3372, loss: 2.3372, grad_norm: 4.5806 2020-08-15 18:30:25,595 - mmaction - INFO - Epoch [6][500/940] lr: 1.000e-02, eta: 18:12:41, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.4623, top5_acc: 0.7139, loss_cls: 2.3077, loss: 2.3077, grad_norm: 4.5406 2020-08-15 18:30:40,372 - mmaction - INFO - Epoch [6][520/940] lr: 1.000e-02, eta: 18:12:26, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.4656, top5_acc: 0.7137, loss_cls: 2.3290, loss: 2.3290, grad_norm: 4.4986 2020-08-15 18:30:54,347 - mmaction - INFO - Epoch [6][540/940] lr: 1.000e-02, eta: 18:11:59, time: 0.701, data_time: 0.006, memory: 8343, top1_acc: 0.4756, top5_acc: 0.7266, loss_cls: 2.2742, loss: 2.2742, grad_norm: 4.5161 2020-08-15 18:31:09,565 - mmaction - INFO - Epoch [6][560/940] lr: 1.000e-02, eta: 18:11:50, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.4729, top5_acc: 0.7154, loss_cls: 2.3191, loss: 2.3191, grad_norm: 4.5853 2020-08-15 18:31:23,110 - mmaction - INFO - Epoch [6][580/940] lr: 1.000e-02, eta: 18:11:16, time: 0.681, data_time: 0.007, memory: 8343, top1_acc: 0.4734, top5_acc: 0.7207, loss_cls: 2.2984, loss: 2.2984, grad_norm: 4.5768 2020-08-15 18:31:37,939 - mmaction - INFO - Epoch [6][600/940] lr: 1.000e-02, eta: 18:11:02, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.4553, top5_acc: 0.7051, loss_cls: 2.3765, loss: 2.3765, grad_norm: 4.5840 2020-08-15 18:31:52,809 - mmaction - INFO - Epoch [6][620/940] lr: 1.000e-02, eta: 18:10:50, time: 0.747, data_time: 0.007, memory: 8343, top1_acc: 0.4465, top5_acc: 0.7039, loss_cls: 2.3895, loss: 2.3895, grad_norm: 4.6435 2020-08-15 18:32:06,370 - mmaction - INFO - Epoch [6][640/940] lr: 1.000e-02, eta: 18:10:14, time: 0.676, data_time: 0.006, memory: 8343, top1_acc: 0.4604, top5_acc: 0.7154, loss_cls: 2.3466, loss: 2.3466, grad_norm: 4.5803 2020-08-15 18:32:20,964 - mmaction - INFO - Epoch [6][660/940] lr: 1.000e-02, eta: 18:09:57, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.4557, top5_acc: 0.7076, loss_cls: 2.3578, loss: 2.3578, grad_norm: 4.5913 2020-08-15 18:32:35,015 - mmaction - INFO - Epoch [6][680/940] lr: 1.000e-02, eta: 18:09:31, time: 0.703, data_time: 0.004, memory: 8343, top1_acc: 0.4604, top5_acc: 0.7092, loss_cls: 2.3430, loss: 2.3430, grad_norm: 4.6220 2020-08-15 18:32:49,129 - mmaction - INFO - Epoch [6][700/940] lr: 1.000e-02, eta: 18:09:05, time: 0.704, data_time: 0.002, memory: 8343, top1_acc: 0.4672, top5_acc: 0.7135, loss_cls: 2.3218, loss: 2.3218, grad_norm: 4.4638 2020-08-15 18:33:03,349 - mmaction - INFO - Epoch [6][720/940] lr: 1.000e-02, eta: 18:08:42, time: 0.711, data_time: 0.007, memory: 8343, top1_acc: 0.4678, top5_acc: 0.7158, loss_cls: 2.3201, loss: 2.3201, grad_norm: 4.5327 2020-08-15 18:33:17,212 - mmaction - INFO - Epoch [6][740/940] lr: 1.000e-02, eta: 18:08:13, time: 0.695, data_time: 0.005, memory: 8343, top1_acc: 0.4592, top5_acc: 0.7109, loss_cls: 2.3678, loss: 2.3678, grad_norm: 4.6638 2020-08-15 18:33:31,782 - mmaction - INFO - Epoch [6][760/940] lr: 1.000e-02, eta: 18:07:55, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.4463, top5_acc: 0.7051, loss_cls: 2.3958, loss: 2.3958, grad_norm: 4.5938 2020-08-15 18:33:45,981 - mmaction - INFO - Epoch [6][780/940] lr: 1.000e-02, eta: 18:07:32, time: 0.712, data_time: 0.006, memory: 8343, top1_acc: 0.4586, top5_acc: 0.7125, loss_cls: 2.3630, loss: 2.3630, grad_norm: 4.5727 2020-08-15 18:34:00,441 - mmaction - INFO - Epoch [6][800/940] lr: 1.000e-02, eta: 18:07:12, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.4656, top5_acc: 0.7129, loss_cls: 2.3303, loss: 2.3303, grad_norm: 4.5493 2020-08-15 18:34:14,369 - mmaction - INFO - Epoch [6][820/940] lr: 1.000e-02, eta: 18:06:45, time: 0.699, data_time: 0.006, memory: 8343, top1_acc: 0.4645, top5_acc: 0.7166, loss_cls: 2.3141, loss: 2.3141, grad_norm: 4.5711 2020-08-15 18:34:28,563 - mmaction - INFO - Epoch [6][840/940] lr: 1.000e-02, eta: 18:06:21, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.4637, top5_acc: 0.7195, loss_cls: 2.3244, loss: 2.3244, grad_norm: 4.5160 2020-08-15 18:34:43,224 - mmaction - INFO - Epoch [6][860/940] lr: 1.000e-02, eta: 18:06:06, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.4623, top5_acc: 0.7072, loss_cls: 2.3566, loss: 2.3566, grad_norm: 4.5574 2020-08-15 18:34:58,029 - mmaction - INFO - Epoch [6][880/940] lr: 1.000e-02, eta: 18:05:52, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.4727, top5_acc: 0.7176, loss_cls: 2.3094, loss: 2.3094, grad_norm: 4.4762 2020-08-15 18:35:11,855 - mmaction - INFO - Epoch [6][900/940] lr: 1.000e-02, eta: 18:05:22, time: 0.690, data_time: 0.006, memory: 8343, top1_acc: 0.4682, top5_acc: 0.7143, loss_cls: 2.3358, loss: 2.3358, grad_norm: 4.5154 2020-08-15 18:35:26,107 - mmaction - INFO - Epoch [6][920/940] lr: 1.000e-02, eta: 18:05:01, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.4574, top5_acc: 0.7027, loss_cls: 2.3383, loss: 2.3383, grad_norm: 4.4837 2020-08-15 18:35:39,577 - mmaction - INFO - Epoch [6][940/940] lr: 1.000e-02, eta: 18:04:26, time: 0.672, data_time: 0.006, memory: 8343, top1_acc: 0.4581, top5_acc: 0.7122, loss_cls: 2.3570, loss: 2.3570, grad_norm: 4.5813 2020-08-15 18:36:01,203 - mmaction - INFO - Epoch [7][20/940] lr: 1.000e-02, eta: 18:05:51, time: 1.057, data_time: 0.445, memory: 8343, top1_acc: 0.4811, top5_acc: 0.7215, loss_cls: 2.2861, loss: 2.2861, grad_norm: 4.4519 2020-08-15 18:36:14,413 - mmaction - INFO - Epoch [7][40/940] lr: 1.000e-02, eta: 18:05:11, time: 0.658, data_time: 0.005, memory: 8343, top1_acc: 0.4666, top5_acc: 0.7129, loss_cls: 2.3192, loss: 2.3192, grad_norm: 4.4985 2020-08-15 18:36:28,490 - mmaction - INFO - Epoch [7][60/940] lr: 1.000e-02, eta: 18:04:47, time: 0.706, data_time: 0.006, memory: 8343, top1_acc: 0.4691, top5_acc: 0.7172, loss_cls: 2.2920, loss: 2.2920, grad_norm: 4.5572 2020-08-15 18:36:42,954 - mmaction - INFO - Epoch [7][80/940] lr: 1.000e-02, eta: 18:04:27, time: 0.720, data_time: 0.006, memory: 8343, top1_acc: 0.4842, top5_acc: 0.7240, loss_cls: 2.2735, loss: 2.2735, grad_norm: 4.4450 2020-08-15 18:36:56,610 - mmaction - INFO - Epoch [7][100/940] lr: 1.000e-02, eta: 18:03:57, time: 0.686, data_time: 0.007, memory: 8343, top1_acc: 0.4729, top5_acc: 0.7211, loss_cls: 2.2961, loss: 2.2961, grad_norm: 4.5385 2020-08-15 18:37:11,345 - mmaction - INFO - Epoch [7][120/940] lr: 1.000e-02, eta: 18:03:42, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.4779, top5_acc: 0.7293, loss_cls: 2.2392, loss: 2.2392, grad_norm: 4.4996 2020-08-15 18:37:25,630 - mmaction - INFO - Epoch [7][140/940] lr: 1.000e-02, eta: 18:03:20, time: 0.715, data_time: 0.004, memory: 8343, top1_acc: 0.4883, top5_acc: 0.7234, loss_cls: 2.2512, loss: 2.2512, grad_norm: 4.4299 2020-08-15 18:37:40,152 - mmaction - INFO - Epoch [7][160/940] lr: 1.000e-02, eta: 18:03:01, time: 0.723, data_time: 0.006, memory: 8343, top1_acc: 0.4781, top5_acc: 0.7248, loss_cls: 2.2794, loss: 2.2794, grad_norm: 4.5167 2020-08-15 18:37:54,521 - mmaction - INFO - Epoch [7][180/940] lr: 1.000e-02, eta: 18:02:42, time: 0.722, data_time: 0.007, memory: 8343, top1_acc: 0.4762, top5_acc: 0.7127, loss_cls: 2.3221, loss: 2.3221, grad_norm: 4.6455 2020-08-15 18:38:08,148 - mmaction - INFO - Epoch [7][200/940] lr: 1.000e-02, eta: 18:02:10, time: 0.681, data_time: 0.002, memory: 8343, top1_acc: 0.4854, top5_acc: 0.7318, loss_cls: 2.2260, loss: 2.2260, grad_norm: 4.4760 2020-08-15 18:38:23,055 - mmaction - INFO - Epoch [7][220/940] lr: 1.000e-02, eta: 18:01:58, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.4715, top5_acc: 0.7168, loss_cls: 2.3055, loss: 2.3055, grad_norm: 4.4991 2020-08-15 18:38:38,466 - mmaction - INFO - Epoch [7][240/940] lr: 1.000e-02, eta: 18:01:54, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.4742, top5_acc: 0.7273, loss_cls: 2.2709, loss: 2.2709, grad_norm: 4.5273 2020-08-15 18:38:51,799 - mmaction - INFO - Epoch [7][260/940] lr: 1.000e-02, eta: 18:01:18, time: 0.665, data_time: 0.006, memory: 8343, top1_acc: 0.4693, top5_acc: 0.7227, loss_cls: 2.2988, loss: 2.2988, grad_norm: 4.6156 2020-08-15 18:39:05,583 - mmaction - INFO - Epoch [7][280/940] lr: 1.000e-02, eta: 18:00:49, time: 0.690, data_time: 0.005, memory: 8343, top1_acc: 0.4773, top5_acc: 0.7238, loss_cls: 2.2648, loss: 2.2648, grad_norm: 4.5154 2020-08-15 18:39:19,797 - mmaction - INFO - Epoch [7][300/940] lr: 1.000e-02, eta: 18:00:26, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.4684, top5_acc: 0.7227, loss_cls: 2.2887, loss: 2.2887, grad_norm: 4.6125 2020-08-15 18:39:33,903 - mmaction - INFO - Epoch [7][320/940] lr: 1.000e-02, eta: 18:00:03, time: 0.707, data_time: 0.005, memory: 8343, top1_acc: 0.4740, top5_acc: 0.7152, loss_cls: 2.3092, loss: 2.3092, grad_norm: 4.5947 2020-08-15 18:39:48,059 - mmaction - INFO - Epoch [7][340/940] lr: 1.000e-02, eta: 17:59:40, time: 0.706, data_time: 0.006, memory: 8343, top1_acc: 0.4738, top5_acc: 0.7186, loss_cls: 2.3030, loss: 2.3030, grad_norm: 4.5870 2020-08-15 18:40:02,511 - mmaction - INFO - Epoch [7][360/940] lr: 1.000e-02, eta: 17:59:21, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.4711, top5_acc: 0.7188, loss_cls: 2.3128, loss: 2.3128, grad_norm: 4.5851 2020-08-15 18:40:17,316 - mmaction - INFO - Epoch [7][380/940] lr: 1.000e-02, eta: 17:59:08, time: 0.740, data_time: 0.002, memory: 8343, top1_acc: 0.4682, top5_acc: 0.7193, loss_cls: 2.3295, loss: 2.3295, grad_norm: 4.6641 2020-08-15 18:40:31,145 - mmaction - INFO - Epoch [7][400/940] lr: 1.000e-02, eta: 17:58:40, time: 0.690, data_time: 0.005, memory: 8343, top1_acc: 0.4719, top5_acc: 0.7148, loss_cls: 2.2981, loss: 2.2981, grad_norm: 4.5187 2020-08-15 18:40:45,642 - mmaction - INFO - Epoch [7][420/940] lr: 1.000e-02, eta: 17:58:22, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.4742, top5_acc: 0.7146, loss_cls: 2.3073, loss: 2.3073, grad_norm: 4.5643 2020-08-15 18:41:00,896 - mmaction - INFO - Epoch [7][440/940] lr: 1.000e-02, eta: 17:58:15, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.4721, top5_acc: 0.7219, loss_cls: 2.2826, loss: 2.2826, grad_norm: 4.5336 2020-08-15 18:41:14,097 - mmaction - INFO - Epoch [7][460/940] lr: 1.000e-02, eta: 17:57:39, time: 0.662, data_time: 0.006, memory: 8343, top1_acc: 0.4852, top5_acc: 0.7289, loss_cls: 2.2522, loss: 2.2522, grad_norm: 4.4647 2020-08-15 18:41:28,210 - mmaction - INFO - Epoch [7][480/940] lr: 1.000e-02, eta: 17:57:15, time: 0.702, data_time: 0.006, memory: 8343, top1_acc: 0.4801, top5_acc: 0.7205, loss_cls: 2.2667, loss: 2.2667, grad_norm: 4.4698 2020-08-15 18:41:43,685 - mmaction - INFO - Epoch [7][500/940] lr: 1.000e-02, eta: 17:57:12, time: 0.777, data_time: 0.007, memory: 8343, top1_acc: 0.4754, top5_acc: 0.7225, loss_cls: 2.2684, loss: 2.2684, grad_norm: 4.5487 2020-08-15 18:41:57,266 - mmaction - INFO - Epoch [7][520/940] lr: 1.000e-02, eta: 17:56:41, time: 0.678, data_time: 0.006, memory: 8343, top1_acc: 0.4645, top5_acc: 0.7113, loss_cls: 2.3070, loss: 2.3070, grad_norm: 4.5956 2020-08-15 18:42:12,103 - mmaction - INFO - Epoch [7][540/940] lr: 1.000e-02, eta: 17:56:28, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.4635, top5_acc: 0.7119, loss_cls: 2.3275, loss: 2.3275, grad_norm: 4.6061 2020-08-15 18:42:25,984 - mmaction - INFO - Epoch [7][560/940] lr: 1.000e-02, eta: 17:56:01, time: 0.692, data_time: 0.006, memory: 8343, top1_acc: 0.4680, top5_acc: 0.7191, loss_cls: 2.2876, loss: 2.2876, grad_norm: 4.5810 2020-08-15 18:42:40,658 - mmaction - INFO - Epoch [7][580/940] lr: 1.000e-02, eta: 17:55:46, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.4670, top5_acc: 0.7219, loss_cls: 2.2813, loss: 2.2813, grad_norm: 4.5573 2020-08-15 18:42:55,185 - mmaction - INFO - Epoch [7][600/940] lr: 1.000e-02, eta: 17:55:28, time: 0.723, data_time: 0.007, memory: 8343, top1_acc: 0.4711, top5_acc: 0.7217, loss_cls: 2.3027, loss: 2.3027, grad_norm: 4.6107 2020-08-15 18:43:09,622 - mmaction - INFO - Epoch [7][620/940] lr: 1.000e-02, eta: 17:55:11, time: 0.725, data_time: 0.007, memory: 8343, top1_acc: 0.4592, top5_acc: 0.7221, loss_cls: 2.3180, loss: 2.3180, grad_norm: 4.6381 2020-08-15 18:43:25,088 - mmaction - INFO - Epoch [7][640/940] lr: 1.000e-02, eta: 17:55:06, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.4604, top5_acc: 0.7160, loss_cls: 2.3062, loss: 2.3062, grad_norm: 4.5888 2020-08-15 18:43:38,720 - mmaction - INFO - Epoch [7][660/940] lr: 1.000e-02, eta: 17:54:37, time: 0.684, data_time: 0.006, memory: 8343, top1_acc: 0.4850, top5_acc: 0.7279, loss_cls: 2.2473, loss: 2.2473, grad_norm: 4.5582 2020-08-15 18:43:52,683 - mmaction - INFO - Epoch [7][680/940] lr: 1.000e-02, eta: 17:54:12, time: 0.696, data_time: 0.005, memory: 8343, top1_acc: 0.4779, top5_acc: 0.7197, loss_cls: 2.2962, loss: 2.2962, grad_norm: 4.5466 2020-08-15 18:44:06,822 - mmaction - INFO - Epoch [7][700/940] lr: 1.000e-02, eta: 17:53:49, time: 0.708, data_time: 0.005, memory: 8343, top1_acc: 0.4889, top5_acc: 0.7326, loss_cls: 2.2353, loss: 2.2353, grad_norm: 4.4958 2020-08-15 18:44:22,260 - mmaction - INFO - Epoch [7][720/940] lr: 1.000e-02, eta: 17:53:44, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.4803, top5_acc: 0.7273, loss_cls: 2.2835, loss: 2.2835, grad_norm: 4.5547 2020-08-15 18:44:36,109 - mmaction - INFO - Epoch [7][740/940] lr: 1.000e-02, eta: 17:53:19, time: 0.696, data_time: 0.007, memory: 8343, top1_acc: 0.4664, top5_acc: 0.7031, loss_cls: 2.3572, loss: 2.3572, grad_norm: 4.6064 2020-08-15 18:44:50,039 - mmaction - INFO - Epoch [7][760/940] lr: 1.000e-02, eta: 17:52:53, time: 0.695, data_time: 0.006, memory: 8343, top1_acc: 0.4719, top5_acc: 0.7203, loss_cls: 2.2860, loss: 2.2860, grad_norm: 4.6412 2020-08-15 18:45:05,129 - mmaction - INFO - Epoch [7][780/940] lr: 1.000e-02, eta: 17:52:44, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.4830, top5_acc: 0.7285, loss_cls: 2.2778, loss: 2.2778, grad_norm: 4.5175 2020-08-15 18:45:19,220 - mmaction - INFO - Epoch [7][800/940] lr: 1.000e-02, eta: 17:52:21, time: 0.705, data_time: 0.002, memory: 8343, top1_acc: 0.4867, top5_acc: 0.7254, loss_cls: 2.2598, loss: 2.2598, grad_norm: 4.5750 2020-08-15 18:45:32,884 - mmaction - INFO - Epoch [7][820/940] lr: 1.000e-02, eta: 17:51:52, time: 0.681, data_time: 0.006, memory: 8343, top1_acc: 0.4910, top5_acc: 0.7279, loss_cls: 2.2241, loss: 2.2241, grad_norm: 4.4389 2020-08-15 18:45:47,151 - mmaction - INFO - Epoch [7][840/940] lr: 1.000e-02, eta: 17:51:32, time: 0.715, data_time: 0.005, memory: 8343, top1_acc: 0.4785, top5_acc: 0.7225, loss_cls: 2.2787, loss: 2.2787, grad_norm: 4.5265 2020-08-15 18:46:03,220 - mmaction - INFO - Epoch [7][860/940] lr: 1.000e-02, eta: 17:51:36, time: 0.804, data_time: 0.006, memory: 8343, top1_acc: 0.4768, top5_acc: 0.7307, loss_cls: 2.2496, loss: 2.2496, grad_norm: 4.5003 2020-08-15 18:46:16,501 - mmaction - INFO - Epoch [7][880/940] lr: 1.000e-02, eta: 17:51:02, time: 0.664, data_time: 0.003, memory: 8343, top1_acc: 0.4691, top5_acc: 0.7172, loss_cls: 2.2946, loss: 2.2946, grad_norm: 4.5980 2020-08-15 18:46:30,974 - mmaction - INFO - Epoch [7][900/940] lr: 1.000e-02, eta: 17:50:44, time: 0.722, data_time: 0.006, memory: 8343, top1_acc: 0.4723, top5_acc: 0.7170, loss_cls: 2.3105, loss: 2.3105, grad_norm: 4.6149 2020-08-15 18:46:44,898 - mmaction - INFO - Epoch [7][920/940] lr: 1.000e-02, eta: 17:50:20, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.4711, top5_acc: 0.7287, loss_cls: 2.2714, loss: 2.2714, grad_norm: 4.5386 2020-08-15 18:46:58,472 - mmaction - INFO - Epoch [7][940/940] lr: 1.000e-02, eta: 17:49:50, time: 0.677, data_time: 0.005, memory: 8343, top1_acc: 0.4803, top5_acc: 0.7270, loss_cls: 2.2430, loss: 2.2430, grad_norm: 4.5285 2020-08-15 18:47:19,938 - mmaction - INFO - Epoch [8][20/940] lr: 1.000e-02, eta: 17:50:58, time: 1.049, data_time: 0.405, memory: 8343, top1_acc: 0.4828, top5_acc: 0.7281, loss_cls: 2.2343, loss: 2.2343, grad_norm: 4.5220 2020-08-15 18:47:33,024 - mmaction - INFO - Epoch [8][40/940] lr: 1.000e-02, eta: 17:50:22, time: 0.653, data_time: 0.006, memory: 8343, top1_acc: 0.4799, top5_acc: 0.7236, loss_cls: 2.2595, loss: 2.2595, grad_norm: 4.5086 2020-08-15 18:47:46,869 - mmaction - INFO - Epoch [8][60/940] lr: 1.000e-02, eta: 17:49:56, time: 0.694, data_time: 0.005, memory: 8343, top1_acc: 0.4957, top5_acc: 0.7256, loss_cls: 2.2248, loss: 2.2248, grad_norm: 4.4947 2020-08-15 18:48:00,768 - mmaction - INFO - Epoch [8][80/940] lr: 1.000e-02, eta: 17:49:30, time: 0.692, data_time: 0.005, memory: 8343, top1_acc: 0.4951, top5_acc: 0.7281, loss_cls: 2.2148, loss: 2.2148, grad_norm: 4.4575 2020-08-15 18:48:14,955 - mmaction - INFO - Epoch [8][100/940] lr: 1.000e-02, eta: 17:49:09, time: 0.712, data_time: 0.007, memory: 8343, top1_acc: 0.4969, top5_acc: 0.7275, loss_cls: 2.2024, loss: 2.2024, grad_norm: 4.5475 2020-08-15 18:48:28,837 - mmaction - INFO - Epoch [8][120/940] lr: 1.000e-02, eta: 17:48:44, time: 0.692, data_time: 0.005, memory: 8343, top1_acc: 0.4766, top5_acc: 0.7273, loss_cls: 2.2461, loss: 2.2461, grad_norm: 4.5762 2020-08-15 18:48:44,325 - mmaction - INFO - Epoch [8][140/940] lr: 1.000e-02, eta: 17:48:40, time: 0.776, data_time: 0.005, memory: 8343, top1_acc: 0.4742, top5_acc: 0.7225, loss_cls: 2.2457, loss: 2.2457, grad_norm: 4.5500 2020-08-15 18:48:58,331 - mmaction - INFO - Epoch [8][160/940] lr: 1.000e-02, eta: 17:48:16, time: 0.698, data_time: 0.006, memory: 8343, top1_acc: 0.4713, top5_acc: 0.7262, loss_cls: 2.2713, loss: 2.2713, grad_norm: 4.6147 2020-08-15 18:49:13,115 - mmaction - INFO - Epoch [8][180/940] lr: 1.000e-02, eta: 17:48:03, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.4777, top5_acc: 0.7154, loss_cls: 2.2917, loss: 2.2917, grad_norm: 4.5550 2020-08-15 18:49:27,557 - mmaction - INFO - Epoch [8][200/940] lr: 1.000e-02, eta: 17:47:44, time: 0.720, data_time: 0.006, memory: 8343, top1_acc: 0.4758, top5_acc: 0.7199, loss_cls: 2.2786, loss: 2.2786, grad_norm: 4.5283 2020-08-15 18:49:42,061 - mmaction - INFO - Epoch [8][220/940] lr: 1.000e-02, eta: 17:47:28, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.4820, top5_acc: 0.7273, loss_cls: 2.2689, loss: 2.2689, grad_norm: 4.5535 2020-08-15 18:49:55,677 - mmaction - INFO - Epoch [8][240/940] lr: 1.000e-02, eta: 17:46:59, time: 0.679, data_time: 0.006, memory: 8343, top1_acc: 0.4746, top5_acc: 0.7311, loss_cls: 2.2599, loss: 2.2599, grad_norm: 4.5530 2020-08-15 18:50:10,242 - mmaction - INFO - Epoch [8][260/940] lr: 1.000e-02, eta: 17:46:43, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.4871, top5_acc: 0.7322, loss_cls: 2.2049, loss: 2.2049, grad_norm: 4.4099 2020-08-15 18:50:23,963 - mmaction - INFO - Epoch [8][280/940] lr: 1.000e-02, eta: 17:46:15, time: 0.682, data_time: 0.007, memory: 8343, top1_acc: 0.4898, top5_acc: 0.7363, loss_cls: 2.2005, loss: 2.2005, grad_norm: 4.4305 2020-08-15 18:50:38,607 - mmaction - INFO - Epoch [8][300/940] lr: 1.000e-02, eta: 17:46:01, time: 0.736, data_time: 0.008, memory: 8343, top1_acc: 0.4717, top5_acc: 0.7143, loss_cls: 2.2865, loss: 2.2865, grad_norm: 4.4899 2020-08-15 18:50:54,155 - mmaction - INFO - Epoch [8][320/940] lr: 1.000e-02, eta: 17:45:57, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.4893, top5_acc: 0.7244, loss_cls: 2.2323, loss: 2.2323, grad_norm: 4.4728 2020-08-15 18:51:08,510 - mmaction - INFO - Epoch [8][340/940] lr: 1.000e-02, eta: 17:45:38, time: 0.717, data_time: 0.003, memory: 8343, top1_acc: 0.4785, top5_acc: 0.7301, loss_cls: 2.2408, loss: 2.2408, grad_norm: 4.4827 2020-08-15 18:51:22,634 - mmaction - INFO - Epoch [8][360/940] lr: 1.000e-02, eta: 17:45:16, time: 0.703, data_time: 0.006, memory: 8343, top1_acc: 0.4850, top5_acc: 0.7328, loss_cls: 2.2217, loss: 2.2217, grad_norm: 4.4882 2020-08-15 18:51:37,247 - mmaction - INFO - Epoch [8][380/940] lr: 1.000e-02, eta: 17:45:01, time: 0.734, data_time: 0.007, memory: 8343, top1_acc: 0.4740, top5_acc: 0.7100, loss_cls: 2.3374, loss: 2.3374, grad_norm: 4.5681 2020-08-15 18:51:51,983 - mmaction - INFO - Epoch [8][400/940] lr: 1.000e-02, eta: 17:44:47, time: 0.736, data_time: 0.002, memory: 8343, top1_acc: 0.4848, top5_acc: 0.7283, loss_cls: 2.2211, loss: 2.2211, grad_norm: 4.4469 2020-08-15 18:52:05,786 - mmaction - INFO - Epoch [8][420/940] lr: 1.000e-02, eta: 17:44:21, time: 0.688, data_time: 0.006, memory: 8343, top1_acc: 0.4869, top5_acc: 0.7332, loss_cls: 2.2027, loss: 2.2027, grad_norm: 4.5013 2020-08-15 18:52:20,039 - mmaction - INFO - Epoch [8][440/940] lr: 1.000e-02, eta: 17:44:02, time: 0.715, data_time: 0.006, memory: 8343, top1_acc: 0.4873, top5_acc: 0.7301, loss_cls: 2.2221, loss: 2.2221, grad_norm: 4.5639 2020-08-15 18:52:34,446 - mmaction - INFO - Epoch [8][460/940] lr: 1.000e-02, eta: 17:43:43, time: 0.719, data_time: 0.007, memory: 8343, top1_acc: 0.4867, top5_acc: 0.7303, loss_cls: 2.2399, loss: 2.2399, grad_norm: 4.4673 2020-08-15 18:52:49,984 - mmaction - INFO - Epoch [8][480/940] lr: 1.000e-02, eta: 17:43:39, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.4852, top5_acc: 0.7268, loss_cls: 2.2558, loss: 2.2558, grad_norm: 4.5377 2020-08-15 18:53:03,576 - mmaction - INFO - Epoch [8][500/940] lr: 1.000e-02, eta: 17:43:11, time: 0.678, data_time: 0.007, memory: 8343, top1_acc: 0.4891, top5_acc: 0.7307, loss_cls: 2.2108, loss: 2.2108, grad_norm: 4.5207 2020-08-15 18:53:18,324 - mmaction - INFO - Epoch [8][520/940] lr: 1.000e-02, eta: 17:42:57, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.4717, top5_acc: 0.7227, loss_cls: 2.2686, loss: 2.2686, grad_norm: 4.6338 2020-08-15 18:53:32,689 - mmaction - INFO - Epoch [8][540/940] lr: 1.000e-02, eta: 17:42:39, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.4816, top5_acc: 0.7252, loss_cls: 2.2556, loss: 2.2556, grad_norm: 4.6470 2020-08-15 18:53:47,320 - mmaction - INFO - Epoch [8][560/940] lr: 1.000e-02, eta: 17:42:24, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.4832, top5_acc: 0.7213, loss_cls: 2.2500, loss: 2.2500, grad_norm: 4.5744 2020-08-15 18:54:01,355 - mmaction - INFO - Epoch [8][580/940] lr: 1.000e-02, eta: 17:42:01, time: 0.700, data_time: 0.005, memory: 8343, top1_acc: 0.4910, top5_acc: 0.7297, loss_cls: 2.2125, loss: 2.2125, grad_norm: 4.5263 2020-08-15 18:54:15,451 - mmaction - INFO - Epoch [8][600/940] lr: 1.000e-02, eta: 17:41:40, time: 0.706, data_time: 0.005, memory: 8343, top1_acc: 0.4852, top5_acc: 0.7277, loss_cls: 2.2451, loss: 2.2451, grad_norm: 4.5633 2020-08-15 18:54:29,265 - mmaction - INFO - Epoch [8][620/940] lr: 1.000e-02, eta: 17:41:14, time: 0.689, data_time: 0.005, memory: 8343, top1_acc: 0.4912, top5_acc: 0.7277, loss_cls: 2.2060, loss: 2.2060, grad_norm: 4.5321 2020-08-15 18:54:44,831 - mmaction - INFO - Epoch [8][640/940] lr: 1.000e-02, eta: 17:41:11, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.4648, top5_acc: 0.7201, loss_cls: 2.3069, loss: 2.3069, grad_norm: 4.6136 2020-08-15 18:54:58,635 - mmaction - INFO - Epoch [8][660/940] lr: 1.000e-02, eta: 17:40:45, time: 0.688, data_time: 0.006, memory: 8343, top1_acc: 0.4814, top5_acc: 0.7348, loss_cls: 2.2289, loss: 2.2289, grad_norm: 4.5635 2020-08-15 18:55:12,739 - mmaction - INFO - Epoch [8][680/940] lr: 1.000e-02, eta: 17:40:24, time: 0.708, data_time: 0.006, memory: 8343, top1_acc: 0.4973, top5_acc: 0.7367, loss_cls: 2.1993, loss: 2.1993, grad_norm: 4.5982 2020-08-15 18:55:26,921 - mmaction - INFO - Epoch [8][700/940] lr: 1.000e-02, eta: 17:40:03, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.4773, top5_acc: 0.7207, loss_cls: 2.2776, loss: 2.2776, grad_norm: 4.5973 2020-08-15 18:55:41,146 - mmaction - INFO - Epoch [8][720/940] lr: 1.000e-02, eta: 17:39:44, time: 0.714, data_time: 0.006, memory: 8343, top1_acc: 0.4738, top5_acc: 0.7189, loss_cls: 2.2736, loss: 2.2736, grad_norm: 4.5647 2020-08-15 18:55:55,065 - mmaction - INFO - Epoch [8][740/940] lr: 1.000e-02, eta: 17:39:20, time: 0.696, data_time: 0.005, memory: 8343, top1_acc: 0.4818, top5_acc: 0.7234, loss_cls: 2.2405, loss: 2.2405, grad_norm: 4.5463 2020-08-15 18:56:10,074 - mmaction - INFO - Epoch [8][760/940] lr: 1.000e-02, eta: 17:39:09, time: 0.751, data_time: 0.007, memory: 8343, top1_acc: 0.4711, top5_acc: 0.7258, loss_cls: 2.3018, loss: 2.3018, grad_norm: 4.6691 2020-08-15 18:56:24,502 - mmaction - INFO - Epoch [8][780/940] lr: 1.000e-02, eta: 17:38:51, time: 0.718, data_time: 0.004, memory: 8343, top1_acc: 0.4729, top5_acc: 0.7168, loss_cls: 2.2973, loss: 2.2973, grad_norm: 4.6314 2020-08-15 18:56:39,533 - mmaction - INFO - Epoch [8][800/940] lr: 1.000e-02, eta: 17:38:42, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.4775, top5_acc: 0.7295, loss_cls: 2.2475, loss: 2.2475, grad_norm: 4.5535 2020-08-15 18:56:53,399 - mmaction - INFO - Epoch [8][820/940] lr: 1.000e-02, eta: 17:38:17, time: 0.692, data_time: 0.006, memory: 8343, top1_acc: 0.4801, top5_acc: 0.7166, loss_cls: 2.2844, loss: 2.2844, grad_norm: 4.5826 2020-08-15 18:57:07,362 - mmaction - INFO - Epoch [8][840/940] lr: 1.000e-02, eta: 17:37:55, time: 0.699, data_time: 0.005, memory: 8343, top1_acc: 0.4930, top5_acc: 0.7303, loss_cls: 2.2093, loss: 2.2093, grad_norm: 4.5353 2020-08-15 18:57:21,699 - mmaction - INFO - Epoch [8][860/940] lr: 1.000e-02, eta: 17:37:36, time: 0.715, data_time: 0.006, memory: 8343, top1_acc: 0.4789, top5_acc: 0.7244, loss_cls: 2.2619, loss: 2.2619, grad_norm: 4.5921 2020-08-15 18:57:35,741 - mmaction - INFO - Epoch [8][880/940] lr: 1.000e-02, eta: 17:37:14, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.4828, top5_acc: 0.7268, loss_cls: 2.2303, loss: 2.2303, grad_norm: 4.5845 2020-08-15 18:57:50,891 - mmaction - INFO - Epoch [8][900/940] lr: 1.000e-02, eta: 17:37:05, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.4928, top5_acc: 0.7305, loss_cls: 2.2246, loss: 2.2246, grad_norm: 4.5940 2020-08-15 18:58:04,960 - mmaction - INFO - Epoch [8][920/940] lr: 1.000e-02, eta: 17:36:44, time: 0.706, data_time: 0.006, memory: 8343, top1_acc: 0.4816, top5_acc: 0.7283, loss_cls: 2.2537, loss: 2.2537, grad_norm: 4.5495 2020-08-15 18:58:18,983 - mmaction - INFO - Epoch [8][940/940] lr: 1.000e-02, eta: 17:36:21, time: 0.699, data_time: 0.006, memory: 8343, top1_acc: 0.4937, top5_acc: 0.7297, loss_cls: 2.2290, loss: 2.2290, grad_norm: 4.6500 2020-08-15 18:58:40,561 - mmaction - INFO - Epoch [9][20/940] lr: 1.000e-02, eta: 17:37:21, time: 1.055, data_time: 0.428, memory: 8343, top1_acc: 0.4996, top5_acc: 0.7316, loss_cls: 2.1853, loss: 2.1853, grad_norm: 4.5295 2020-08-15 18:58:53,570 - mmaction - INFO - Epoch [9][40/940] lr: 1.000e-02, eta: 17:36:47, time: 0.651, data_time: 0.006, memory: 8343, top1_acc: 0.4936, top5_acc: 0.7348, loss_cls: 2.2015, loss: 2.2015, grad_norm: 4.5827 2020-08-15 18:59:08,133 - mmaction - INFO - Epoch [9][60/940] lr: 1.000e-02, eta: 17:36:31, time: 0.728, data_time: 0.003, memory: 8343, top1_acc: 0.5023, top5_acc: 0.7445, loss_cls: 2.1318, loss: 2.1318, grad_norm: 4.4699 2020-08-15 18:59:21,770 - mmaction - INFO - Epoch [9][80/940] lr: 1.000e-02, eta: 17:36:04, time: 0.679, data_time: 0.006, memory: 8343, top1_acc: 0.4912, top5_acc: 0.7420, loss_cls: 2.1528, loss: 2.1528, grad_norm: 4.4809 2020-08-15 18:59:36,695 - mmaction - INFO - Epoch [9][100/940] lr: 1.000e-02, eta: 17:35:53, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.4809, top5_acc: 0.7238, loss_cls: 2.2343, loss: 2.2343, grad_norm: 4.5104 2020-08-15 18:59:50,885 - mmaction - INFO - Epoch [9][120/940] lr: 1.000e-02, eta: 17:35:32, time: 0.707, data_time: 0.005, memory: 8343, top1_acc: 0.4873, top5_acc: 0.7355, loss_cls: 2.1848, loss: 2.1848, grad_norm: 4.5319 2020-08-15 19:00:08,473 - mmaction - INFO - Epoch [9][140/940] lr: 1.000e-02, eta: 17:35:49, time: 0.873, data_time: 0.007, memory: 8343, top1_acc: 0.4965, top5_acc: 0.7379, loss_cls: 2.2112, loss: 2.2112, grad_norm: 4.5840 2020-08-15 19:00:21,872 - mmaction - INFO - Epoch [9][160/940] lr: 1.000e-02, eta: 17:35:22, time: 0.677, data_time: 0.021, memory: 8343, top1_acc: 0.4961, top5_acc: 0.7367, loss_cls: 2.1981, loss: 2.1981, grad_norm: 4.5828 2020-08-15 19:00:36,162 - mmaction - INFO - Epoch [9][180/940] lr: 1.000e-02, eta: 17:35:03, time: 0.717, data_time: 0.007, memory: 8343, top1_acc: 0.4865, top5_acc: 0.7293, loss_cls: 2.2295, loss: 2.2295, grad_norm: 4.6003 2020-08-15 19:00:50,473 - mmaction - INFO - Epoch [9][200/940] lr: 1.000e-02, eta: 17:34:44, time: 0.713, data_time: 0.006, memory: 8343, top1_acc: 0.4816, top5_acc: 0.7312, loss_cls: 2.2242, loss: 2.2242, grad_norm: 4.5764 2020-08-15 19:01:05,026 - mmaction - INFO - Epoch [9][220/940] lr: 1.000e-02, eta: 17:34:28, time: 0.730, data_time: 0.007, memory: 8343, top1_acc: 0.4869, top5_acc: 0.7295, loss_cls: 2.2262, loss: 2.2262, grad_norm: 4.5718 2020-08-15 19:01:18,514 - mmaction - INFO - Epoch [9][240/940] lr: 1.000e-02, eta: 17:34:00, time: 0.673, data_time: 0.007, memory: 8343, top1_acc: 0.5012, top5_acc: 0.7400, loss_cls: 2.1629, loss: 2.1629, grad_norm: 4.5194 2020-08-15 19:01:33,141 - mmaction - INFO - Epoch [9][260/940] lr: 1.000e-02, eta: 17:33:45, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.4854, top5_acc: 0.7387, loss_cls: 2.1914, loss: 2.1914, grad_norm: 4.6236 2020-08-15 19:01:48,328 - mmaction - INFO - Epoch [9][280/940] lr: 1.000e-02, eta: 17:33:36, time: 0.758, data_time: 0.008, memory: 8343, top1_acc: 0.4971, top5_acc: 0.7361, loss_cls: 2.1824, loss: 2.1824, grad_norm: 4.5707 2020-08-15 19:02:02,642 - mmaction - INFO - Epoch [9][300/940] lr: 1.000e-02, eta: 17:33:18, time: 0.717, data_time: 0.006, memory: 8343, top1_acc: 0.4965, top5_acc: 0.7395, loss_cls: 2.1687, loss: 2.1687, grad_norm: 4.5458 2020-08-15 19:02:16,832 - mmaction - INFO - Epoch [9][320/940] lr: 1.000e-02, eta: 17:32:57, time: 0.707, data_time: 0.008, memory: 8343, top1_acc: 0.4928, top5_acc: 0.7277, loss_cls: 2.2147, loss: 2.2147, grad_norm: 4.6230 2020-08-15 19:02:31,422 - mmaction - INFO - Epoch [9][340/940] lr: 1.000e-02, eta: 17:32:43, time: 0.733, data_time: 0.007, memory: 8343, top1_acc: 0.4949, top5_acc: 0.7359, loss_cls: 2.1803, loss: 2.1803, grad_norm: 4.5237 2020-08-15 19:02:46,022 - mmaction - INFO - Epoch [9][360/940] lr: 1.000e-02, eta: 17:32:27, time: 0.728, data_time: 0.007, memory: 8343, top1_acc: 0.4904, top5_acc: 0.7322, loss_cls: 2.2023, loss: 2.2023, grad_norm: 4.5224 2020-08-15 19:02:59,802 - mmaction - INFO - Epoch [9][380/940] lr: 1.000e-02, eta: 17:32:03, time: 0.691, data_time: 0.006, memory: 8343, top1_acc: 0.4904, top5_acc: 0.7236, loss_cls: 2.2500, loss: 2.2500, grad_norm: 4.5520 2020-08-15 19:03:14,505 - mmaction - INFO - Epoch [9][400/940] lr: 1.000e-02, eta: 17:31:48, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.5004, top5_acc: 0.7328, loss_cls: 2.1796, loss: 2.1796, grad_norm: 4.5102 2020-08-15 19:03:28,851 - mmaction - INFO - Epoch [9][420/940] lr: 1.000e-02, eta: 17:31:31, time: 0.719, data_time: 0.006, memory: 8343, top1_acc: 0.4971, top5_acc: 0.7305, loss_cls: 2.1771, loss: 2.1771, grad_norm: 4.5090 2020-08-15 19:03:43,075 - mmaction - INFO - Epoch [9][440/940] lr: 1.000e-02, eta: 17:31:11, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.4967, top5_acc: 0.7398, loss_cls: 2.1769, loss: 2.1769, grad_norm: 4.5266 2020-08-15 19:03:57,844 - mmaction - INFO - Epoch [9][460/940] lr: 1.000e-02, eta: 17:30:58, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.4891, top5_acc: 0.7297, loss_cls: 2.2170, loss: 2.2170, grad_norm: 4.6099 2020-08-15 19:04:13,013 - mmaction - INFO - Epoch [9][480/940] lr: 1.000e-02, eta: 17:30:48, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.4959, top5_acc: 0.7467, loss_cls: 2.1721, loss: 2.1721, grad_norm: 4.5671 2020-08-15 19:04:26,601 - mmaction - INFO - Epoch [9][500/940] lr: 1.000e-02, eta: 17:30:22, time: 0.681, data_time: 0.005, memory: 8343, top1_acc: 0.4926, top5_acc: 0.7334, loss_cls: 2.1924, loss: 2.1924, grad_norm: 4.5498 2020-08-15 19:04:40,554 - mmaction - INFO - Epoch [9][520/940] lr: 1.000e-02, eta: 17:30:00, time: 0.695, data_time: 0.006, memory: 8343, top1_acc: 0.4984, top5_acc: 0.7375, loss_cls: 2.1824, loss: 2.1824, grad_norm: 4.6201 2020-08-15 19:04:55,597 - mmaction - INFO - Epoch [9][540/940] lr: 1.000e-02, eta: 17:29:50, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.4918, top5_acc: 0.7277, loss_cls: 2.2239, loss: 2.2239, grad_norm: 4.4794 2020-08-15 19:05:09,346 - mmaction - INFO - Epoch [9][560/940] lr: 1.000e-02, eta: 17:29:25, time: 0.685, data_time: 0.005, memory: 8343, top1_acc: 0.4895, top5_acc: 0.7332, loss_cls: 2.2112, loss: 2.2112, grad_norm: 4.5510 2020-08-15 19:05:24,137 - mmaction - INFO - Epoch [9][580/940] lr: 1.000e-02, eta: 17:29:12, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.4854, top5_acc: 0.7303, loss_cls: 2.2381, loss: 2.2381, grad_norm: 4.6021 2020-08-15 19:05:39,934 - mmaction - INFO - Epoch [9][600/940] lr: 1.000e-02, eta: 17:29:09, time: 0.787, data_time: 0.006, memory: 8343, top1_acc: 0.4875, top5_acc: 0.7266, loss_cls: 2.2471, loss: 2.2471, grad_norm: 4.6351 2020-08-15 19:05:53,199 - mmaction - INFO - Epoch [9][620/940] lr: 1.000e-02, eta: 17:28:40, time: 0.666, data_time: 0.007, memory: 8343, top1_acc: 0.4846, top5_acc: 0.7273, loss_cls: 2.2417, loss: 2.2417, grad_norm: 4.6073 2020-08-15 19:06:08,329 - mmaction - INFO - Epoch [9][640/940] lr: 1.000e-02, eta: 17:28:30, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.4838, top5_acc: 0.7324, loss_cls: 2.1942, loss: 2.1942, grad_norm: 4.5384 2020-08-15 19:06:23,162 - mmaction - INFO - Epoch [9][660/940] lr: 1.000e-02, eta: 17:28:17, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.4859, top5_acc: 0.7367, loss_cls: 2.2079, loss: 2.2079, grad_norm: 4.5520 2020-08-15 19:06:37,286 - mmaction - INFO - Epoch [9][680/940] lr: 1.000e-02, eta: 17:27:57, time: 0.703, data_time: 0.005, memory: 8343, top1_acc: 0.5000, top5_acc: 0.7418, loss_cls: 2.1531, loss: 2.1531, grad_norm: 4.5045 2020-08-15 19:06:51,053 - mmaction - INFO - Epoch [9][700/940] lr: 1.000e-02, eta: 17:27:33, time: 0.692, data_time: 0.007, memory: 8343, top1_acc: 0.4877, top5_acc: 0.7311, loss_cls: 2.2125, loss: 2.2125, grad_norm: 4.5687 2020-08-15 19:07:05,117 - mmaction - INFO - Epoch [9][720/940] lr: 1.000e-02, eta: 17:27:12, time: 0.701, data_time: 0.006, memory: 8343, top1_acc: 0.4998, top5_acc: 0.7271, loss_cls: 2.1842, loss: 2.1842, grad_norm: 4.4613 2020-08-15 19:07:20,065 - mmaction - INFO - Epoch [9][740/940] lr: 1.000e-02, eta: 17:27:01, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.4770, top5_acc: 0.7172, loss_cls: 2.2625, loss: 2.2625, grad_norm: 4.6226 2020-08-15 19:07:34,576 - mmaction - INFO - Epoch [9][760/940] lr: 1.000e-02, eta: 17:26:44, time: 0.722, data_time: 0.007, memory: 8343, top1_acc: 0.4928, top5_acc: 0.7332, loss_cls: 2.1841, loss: 2.1841, grad_norm: 4.5335 2020-08-15 19:07:48,498 - mmaction - INFO - Epoch [9][780/940] lr: 1.000e-02, eta: 17:26:23, time: 0.700, data_time: 0.007, memory: 8343, top1_acc: 0.4977, top5_acc: 0.7334, loss_cls: 2.1951, loss: 2.1951, grad_norm: 4.5349 2020-08-15 19:08:02,684 - mmaction - INFO - Epoch [9][800/940] lr: 1.000e-02, eta: 17:26:03, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.4879, top5_acc: 0.7236, loss_cls: 2.2264, loss: 2.2264, grad_norm: 4.6385 2020-08-15 19:08:16,869 - mmaction - INFO - Epoch [9][820/940] lr: 1.000e-02, eta: 17:25:44, time: 0.711, data_time: 0.005, memory: 8343, top1_acc: 0.4883, top5_acc: 0.7346, loss_cls: 2.2146, loss: 2.2146, grad_norm: 4.5833 2020-08-15 19:08:32,505 - mmaction - INFO - Epoch [9][840/940] lr: 1.000e-02, eta: 17:25:39, time: 0.780, data_time: 0.006, memory: 8343, top1_acc: 0.4859, top5_acc: 0.7213, loss_cls: 2.2475, loss: 2.2475, grad_norm: 4.5504 2020-08-15 19:08:46,148 - mmaction - INFO - Epoch [9][860/940] lr: 1.000e-02, eta: 17:25:14, time: 0.684, data_time: 0.006, memory: 8343, top1_acc: 0.4801, top5_acc: 0.7316, loss_cls: 2.2055, loss: 2.2055, grad_norm: 4.6201 2020-08-15 19:09:00,938 - mmaction - INFO - Epoch [9][880/940] lr: 1.000e-02, eta: 17:25:00, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.4904, top5_acc: 0.7326, loss_cls: 2.2121, loss: 2.2121, grad_norm: 4.5192 2020-08-15 19:09:15,417 - mmaction - INFO - Epoch [9][900/940] lr: 1.000e-02, eta: 17:24:44, time: 0.727, data_time: 0.007, memory: 8343, top1_acc: 0.4789, top5_acc: 0.7295, loss_cls: 2.2142, loss: 2.2142, grad_norm: 4.6099 2020-08-15 19:09:29,413 - mmaction - INFO - Epoch [9][920/940] lr: 1.000e-02, eta: 17:24:23, time: 0.699, data_time: 0.005, memory: 8343, top1_acc: 0.4838, top5_acc: 0.7346, loss_cls: 2.2156, loss: 2.2156, grad_norm: 4.5652 2020-08-15 19:09:44,210 - mmaction - INFO - Epoch [9][940/940] lr: 1.000e-02, eta: 17:24:10, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.4970, top5_acc: 0.7374, loss_cls: 2.1612, loss: 2.1612, grad_norm: 4.5332 2020-08-15 19:10:10,418 - mmaction - INFO - Epoch [10][20/940] lr: 1.000e-02, eta: 17:25:45, time: 1.278, data_time: 0.648, memory: 8343, top1_acc: 0.4996, top5_acc: 0.7391, loss_cls: 2.1646, loss: 2.1646, grad_norm: 4.5854 2020-08-15 19:10:23,108 - mmaction - INFO - Epoch [10][40/940] lr: 1.000e-02, eta: 17:25:11, time: 0.636, data_time: 0.004, memory: 8343, top1_acc: 0.4959, top5_acc: 0.7453, loss_cls: 2.1600, loss: 2.1600, grad_norm: 4.5296 2020-08-15 19:10:36,942 - mmaction - INFO - Epoch [10][60/940] lr: 1.000e-02, eta: 17:24:48, time: 0.690, data_time: 0.005, memory: 8343, top1_acc: 0.5029, top5_acc: 0.7414, loss_cls: 2.1460, loss: 2.1460, grad_norm: 4.5363 2020-08-15 19:10:50,596 - mmaction - INFO - Epoch [10][80/940] lr: 1.000e-02, eta: 17:24:23, time: 0.684, data_time: 0.005, memory: 8343, top1_acc: 0.5029, top5_acc: 0.7432, loss_cls: 2.1548, loss: 2.1548, grad_norm: 4.5304 2020-08-15 19:11:04,889 - mmaction - INFO - Epoch [10][100/940] lr: 1.000e-02, eta: 17:24:04, time: 0.711, data_time: 0.005, memory: 8343, top1_acc: 0.5029, top5_acc: 0.7418, loss_cls: 2.1597, loss: 2.1597, grad_norm: 4.5613 2020-08-15 19:11:19,167 - mmaction - INFO - Epoch [10][120/940] lr: 1.000e-02, eta: 17:23:46, time: 0.717, data_time: 0.007, memory: 8343, top1_acc: 0.4949, top5_acc: 0.7264, loss_cls: 2.2035, loss: 2.2035, grad_norm: 4.6064 2020-08-15 19:11:34,523 - mmaction - INFO - Epoch [10][140/940] lr: 1.000e-02, eta: 17:23:38, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.4908, top5_acc: 0.7348, loss_cls: 2.1908, loss: 2.1908, grad_norm: 4.5689 2020-08-15 19:11:48,030 - mmaction - INFO - Epoch [10][160/940] lr: 1.000e-02, eta: 17:23:12, time: 0.677, data_time: 0.005, memory: 8343, top1_acc: 0.4918, top5_acc: 0.7371, loss_cls: 2.1771, loss: 2.1771, grad_norm: 4.5170 2020-08-15 19:12:02,997 - mmaction - INFO - Epoch [10][180/940] lr: 1.000e-02, eta: 17:23:00, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.5027, top5_acc: 0.7402, loss_cls: 2.1525, loss: 2.1525, grad_norm: 4.4749 2020-08-15 19:12:16,719 - mmaction - INFO - Epoch [10][200/940] lr: 1.000e-02, eta: 17:22:37, time: 0.689, data_time: 0.006, memory: 8343, top1_acc: 0.5111, top5_acc: 0.7455, loss_cls: 2.1237, loss: 2.1237, grad_norm: 4.5499 2020-08-15 19:12:31,283 - mmaction - INFO - Epoch [10][220/940] lr: 1.000e-02, eta: 17:22:21, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.5096, top5_acc: 0.7457, loss_cls: 2.1396, loss: 2.1396, grad_norm: 4.5520 2020-08-15 19:12:45,454 - mmaction - INFO - Epoch [10][240/940] lr: 1.000e-02, eta: 17:22:02, time: 0.711, data_time: 0.006, memory: 8343, top1_acc: 0.5061, top5_acc: 0.7373, loss_cls: 2.1453, loss: 2.1453, grad_norm: 4.5433 2020-08-15 19:13:00,037 - mmaction - INFO - Epoch [10][260/940] lr: 1.000e-02, eta: 17:21:46, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.4975, top5_acc: 0.7420, loss_cls: 2.1728, loss: 2.1728, grad_norm: 4.6030 2020-08-15 19:13:14,234 - mmaction - INFO - Epoch [10][280/940] lr: 1.000e-02, eta: 17:21:27, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.4920, top5_acc: 0.7322, loss_cls: 2.1786, loss: 2.1786, grad_norm: 4.5675 2020-08-15 19:13:28,271 - mmaction - INFO - Epoch [10][300/940] lr: 1.000e-02, eta: 17:21:06, time: 0.700, data_time: 0.006, memory: 8343, top1_acc: 0.5027, top5_acc: 0.7348, loss_cls: 2.1807, loss: 2.1807, grad_norm: 4.5182 2020-08-15 19:13:42,303 - mmaction - INFO - Epoch [10][320/940] lr: 1.000e-02, eta: 17:20:46, time: 0.703, data_time: 0.006, memory: 8343, top1_acc: 0.4965, top5_acc: 0.7406, loss_cls: 2.1653, loss: 2.1653, grad_norm: 4.5693 2020-08-15 19:13:56,324 - mmaction - INFO - Epoch [10][340/940] lr: 1.000e-02, eta: 17:20:25, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.5051, top5_acc: 0.7471, loss_cls: 2.1418, loss: 2.1418, grad_norm: 4.5216 2020-08-15 19:14:11,144 - mmaction - INFO - Epoch [10][360/940] lr: 1.000e-02, eta: 17:20:12, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.4941, top5_acc: 0.7404, loss_cls: 2.1722, loss: 2.1722, grad_norm: 4.5911 2020-08-15 19:14:25,425 - mmaction - INFO - Epoch [10][380/940] lr: 1.000e-02, eta: 17:19:53, time: 0.711, data_time: 0.007, memory: 8343, top1_acc: 0.4910, top5_acc: 0.7344, loss_cls: 2.1965, loss: 2.1965, grad_norm: 4.5610 2020-08-15 19:14:39,245 - mmaction - INFO - Epoch [10][400/940] lr: 1.000e-02, eta: 17:19:31, time: 0.694, data_time: 0.007, memory: 8343, top1_acc: 0.4967, top5_acc: 0.7363, loss_cls: 2.1696, loss: 2.1696, grad_norm: 4.5143 2020-08-15 19:14:53,502 - mmaction - INFO - Epoch [10][420/940] lr: 1.000e-02, eta: 17:19:12, time: 0.711, data_time: 0.005, memory: 8343, top1_acc: 0.4881, top5_acc: 0.7283, loss_cls: 2.2346, loss: 2.2346, grad_norm: 4.5865 2020-08-15 19:15:08,354 - mmaction - INFO - Epoch [10][440/940] lr: 1.000e-02, eta: 17:19:00, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.4951, top5_acc: 0.7342, loss_cls: 2.1717, loss: 2.1717, grad_norm: 4.5739 2020-08-15 19:15:22,049 - mmaction - INFO - Epoch [10][460/940] lr: 1.000e-02, eta: 17:18:36, time: 0.682, data_time: 0.006, memory: 8343, top1_acc: 0.4838, top5_acc: 0.7393, loss_cls: 2.1947, loss: 2.1947, grad_norm: 4.5911 2020-08-15 19:15:35,912 - mmaction - INFO - Epoch [10][480/940] lr: 1.000e-02, eta: 17:18:14, time: 0.696, data_time: 0.005, memory: 8343, top1_acc: 0.4918, top5_acc: 0.7359, loss_cls: 2.1891, loss: 2.1891, grad_norm: 4.5972 2020-08-15 19:15:50,162 - mmaction - INFO - Epoch [10][500/940] lr: 1.000e-02, eta: 17:17:55, time: 0.711, data_time: 0.005, memory: 8343, top1_acc: 0.4994, top5_acc: 0.7373, loss_cls: 2.1745, loss: 2.1745, grad_norm: 4.6522 2020-08-15 19:16:04,640 - mmaction - INFO - Epoch [10][520/940] lr: 1.000e-02, eta: 17:17:39, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.4811, top5_acc: 0.7215, loss_cls: 2.2660, loss: 2.2660, grad_norm: 4.6694 2020-08-15 19:16:21,403 - mmaction - INFO - Epoch [10][540/940] lr: 1.000e-02, eta: 17:17:44, time: 0.835, data_time: 0.006, memory: 8343, top1_acc: 0.4881, top5_acc: 0.7334, loss_cls: 2.1929, loss: 2.1929, grad_norm: 4.6137 2020-08-15 19:16:34,514 - mmaction - INFO - Epoch [10][560/940] lr: 1.000e-02, eta: 17:17:15, time: 0.659, data_time: 0.007, memory: 8343, top1_acc: 0.5031, top5_acc: 0.7467, loss_cls: 2.1545, loss: 2.1545, grad_norm: 4.5421 2020-08-15 19:16:48,444 - mmaction - INFO - Epoch [10][580/940] lr: 1.000e-02, eta: 17:16:54, time: 0.695, data_time: 0.006, memory: 8343, top1_acc: 0.4943, top5_acc: 0.7467, loss_cls: 2.1379, loss: 2.1379, grad_norm: 4.5874 2020-08-15 19:17:02,407 - mmaction - INFO - Epoch [10][600/940] lr: 1.000e-02, eta: 17:16:33, time: 0.699, data_time: 0.005, memory: 8343, top1_acc: 0.4971, top5_acc: 0.7322, loss_cls: 2.1974, loss: 2.1974, grad_norm: 4.5815 2020-08-15 19:17:16,582 - mmaction - INFO - Epoch [10][620/940] lr: 1.000e-02, eta: 17:16:14, time: 0.706, data_time: 0.005, memory: 8343, top1_acc: 0.5049, top5_acc: 0.7400, loss_cls: 2.1452, loss: 2.1452, grad_norm: 4.6001 2020-08-15 19:17:30,480 - mmaction - INFO - Epoch [10][640/940] lr: 1.000e-02, eta: 17:15:52, time: 0.697, data_time: 0.006, memory: 8343, top1_acc: 0.4979, top5_acc: 0.7373, loss_cls: 2.1684, loss: 2.1684, grad_norm: 4.5625 2020-08-15 19:17:45,335 - mmaction - INFO - Epoch [10][660/940] lr: 1.000e-02, eta: 17:15:40, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.4926, top5_acc: 0.7305, loss_cls: 2.1910, loss: 2.1910, grad_norm: 4.6248 2020-08-15 19:17:59,148 - mmaction - INFO - Epoch [10][680/940] lr: 1.000e-02, eta: 17:15:17, time: 0.692, data_time: 0.005, memory: 8343, top1_acc: 0.5047, top5_acc: 0.7445, loss_cls: 2.1462, loss: 2.1462, grad_norm: 4.5566 2020-08-15 19:18:13,941 - mmaction - INFO - Epoch [10][700/940] lr: 1.000e-02, eta: 17:15:04, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.4953, top5_acc: 0.7377, loss_cls: 2.1863, loss: 2.1863, grad_norm: 4.6019 2020-08-15 19:18:28,730 - mmaction - INFO - Epoch [10][720/940] lr: 1.000e-02, eta: 17:14:51, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.4928, top5_acc: 0.7207, loss_cls: 2.2422, loss: 2.2422, grad_norm: 4.6145 2020-08-15 19:18:42,427 - mmaction - INFO - Epoch [10][740/940] lr: 1.000e-02, eta: 17:14:27, time: 0.681, data_time: 0.006, memory: 8343, top1_acc: 0.5004, top5_acc: 0.7396, loss_cls: 2.1448, loss: 2.1448, grad_norm: 4.5181 2020-08-15 19:18:56,339 - mmaction - INFO - Epoch [10][760/940] lr: 1.000e-02, eta: 17:14:06, time: 0.699, data_time: 0.007, memory: 8343, top1_acc: 0.5061, top5_acc: 0.7420, loss_cls: 2.1248, loss: 2.1248, grad_norm: 4.5171 2020-08-15 19:19:11,148 - mmaction - INFO - Epoch [10][780/940] lr: 1.000e-02, eta: 17:13:52, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.5057, top5_acc: 0.7396, loss_cls: 2.1468, loss: 2.1468, grad_norm: 4.5581 2020-08-15 19:19:24,910 - mmaction - INFO - Epoch [10][800/940] lr: 1.000e-02, eta: 17:13:31, time: 0.692, data_time: 0.007, memory: 8343, top1_acc: 0.5016, top5_acc: 0.7348, loss_cls: 2.1909, loss: 2.1909, grad_norm: 4.5388 2020-08-15 19:19:39,811 - mmaction - INFO - Epoch [10][820/940] lr: 1.000e-02, eta: 17:13:18, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.4977, top5_acc: 0.7354, loss_cls: 2.1929, loss: 2.1929, grad_norm: 4.5305 2020-08-15 19:19:53,636 - mmaction - INFO - Epoch [10][840/940] lr: 1.000e-02, eta: 17:12:56, time: 0.691, data_time: 0.003, memory: 8343, top1_acc: 0.4922, top5_acc: 0.7350, loss_cls: 2.1893, loss: 2.1893, grad_norm: 4.5968 2020-08-15 19:20:08,551 - mmaction - INFO - Epoch [10][860/940] lr: 1.000e-02, eta: 17:12:44, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.4996, top5_acc: 0.7334, loss_cls: 2.1963, loss: 2.1963, grad_norm: 4.6335 2020-08-15 19:20:22,910 - mmaction - INFO - Epoch [10][880/940] lr: 1.000e-02, eta: 17:12:27, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.5047, top5_acc: 0.7326, loss_cls: 2.1666, loss: 2.1666, grad_norm: 4.5691 2020-08-15 19:20:37,153 - mmaction - INFO - Epoch [10][900/940] lr: 1.000e-02, eta: 17:12:08, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.4988, top5_acc: 0.7453, loss_cls: 2.1331, loss: 2.1331, grad_norm: 4.5515 2020-08-15 19:20:51,186 - mmaction - INFO - Epoch [10][920/940] lr: 1.000e-02, eta: 17:11:49, time: 0.704, data_time: 0.006, memory: 8343, top1_acc: 0.5098, top5_acc: 0.7410, loss_cls: 2.1556, loss: 2.1556, grad_norm: 4.5729 2020-08-15 19:21:05,943 - mmaction - INFO - Epoch [10][940/940] lr: 1.000e-02, eta: 17:11:35, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.5016, top5_acc: 0.7315, loss_cls: 2.1941, loss: 2.1941, grad_norm: 4.6493 2020-08-15 19:21:06,475 - mmaction - INFO - Saving checkpoint at 10 epochs 2020-08-15 19:21:27,647 - mmaction - INFO - Epoch [11][20/940] lr: 1.000e-02, eta: 17:12:13, time: 1.024, data_time: 0.399, memory: 8343, top1_acc: 0.4941, top5_acc: 0.7449, loss_cls: 2.1453, loss: 2.1453, grad_norm: 4.5469 2020-08-15 19:21:41,732 - mmaction - INFO - Epoch [11][40/940] lr: 1.000e-02, eta: 17:11:53, time: 0.702, data_time: 0.006, memory: 8343, top1_acc: 0.5025, top5_acc: 0.7410, loss_cls: 2.1294, loss: 2.1294, grad_norm: 4.5594 2020-08-15 19:21:55,603 - mmaction - INFO - Epoch [11][60/940] lr: 1.000e-02, eta: 17:11:32, time: 0.696, data_time: 0.006, memory: 8343, top1_acc: 0.4955, top5_acc: 0.7346, loss_cls: 2.1902, loss: 2.1902, grad_norm: 4.5829 2020-08-15 19:22:10,060 - mmaction - INFO - Epoch [11][80/940] lr: 1.000e-02, eta: 17:11:15, time: 0.721, data_time: 0.006, memory: 8343, top1_acc: 0.5201, top5_acc: 0.7561, loss_cls: 2.1015, loss: 2.1015, grad_norm: 4.5681 2020-08-15 19:22:24,473 - mmaction - INFO - Epoch [11][100/940] lr: 1.000e-02, eta: 17:10:59, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.5074, top5_acc: 0.7441, loss_cls: 2.1428, loss: 2.1428, grad_norm: 4.4790 2020-08-15 19:22:38,824 - mmaction - INFO - Epoch [11][120/940] lr: 1.000e-02, eta: 17:10:42, time: 0.717, data_time: 0.002, memory: 8343, top1_acc: 0.4988, top5_acc: 0.7309, loss_cls: 2.1877, loss: 2.1877, grad_norm: 4.5952 2020-08-15 19:22:53,333 - mmaction - INFO - Epoch [11][140/940] lr: 1.000e-02, eta: 17:10:25, time: 0.724, data_time: 0.006, memory: 8343, top1_acc: 0.4988, top5_acc: 0.7396, loss_cls: 2.1853, loss: 2.1853, grad_norm: 4.6111 2020-08-15 19:23:07,118 - mmaction - INFO - Epoch [11][160/940] lr: 1.000e-02, eta: 17:10:04, time: 0.691, data_time: 0.005, memory: 8343, top1_acc: 0.5076, top5_acc: 0.7516, loss_cls: 2.1109, loss: 2.1109, grad_norm: 4.5615 2020-08-15 19:23:21,049 - mmaction - INFO - Epoch [11][180/940] lr: 1.000e-02, eta: 17:09:43, time: 0.697, data_time: 0.005, memory: 8343, top1_acc: 0.5127, top5_acc: 0.7486, loss_cls: 2.1071, loss: 2.1071, grad_norm: 4.5077 2020-08-15 19:23:35,909 - mmaction - INFO - Epoch [11][200/940] lr: 1.000e-02, eta: 17:09:30, time: 0.741, data_time: 0.007, memory: 8343, top1_acc: 0.4955, top5_acc: 0.7381, loss_cls: 2.1890, loss: 2.1890, grad_norm: 4.6146 2020-08-15 19:23:49,617 - mmaction - INFO - Epoch [11][220/940] lr: 1.000e-02, eta: 17:09:07, time: 0.687, data_time: 0.005, memory: 8343, top1_acc: 0.5115, top5_acc: 0.7461, loss_cls: 2.1106, loss: 2.1106, grad_norm: 4.5566 2020-08-15 19:24:04,576 - mmaction - INFO - Epoch [11][240/940] lr: 1.000e-02, eta: 17:08:55, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.5074, top5_acc: 0.7414, loss_cls: 2.1348, loss: 2.1348, grad_norm: 4.5102 2020-08-15 19:24:19,053 - mmaction - INFO - Epoch [11][260/940] lr: 1.000e-02, eta: 17:08:39, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.5125, top5_acc: 0.7516, loss_cls: 2.1066, loss: 2.1066, grad_norm: 4.5540 2020-08-15 19:24:33,621 - mmaction - INFO - Epoch [11][280/940] lr: 1.000e-02, eta: 17:08:24, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.4953, top5_acc: 0.7363, loss_cls: 2.1686, loss: 2.1686, grad_norm: 4.6040 2020-08-15 19:24:48,214 - mmaction - INFO - Epoch [11][300/940] lr: 1.000e-02, eta: 17:08:09, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.5062, top5_acc: 0.7371, loss_cls: 2.1702, loss: 2.1702, grad_norm: 4.5493 2020-08-15 19:25:02,418 - mmaction - INFO - Epoch [11][320/940] lr: 1.000e-02, eta: 17:07:51, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.4971, top5_acc: 0.7340, loss_cls: 2.1700, loss: 2.1700, grad_norm: 4.5557 2020-08-15 19:25:16,441 - mmaction - INFO - Epoch [11][340/940] lr: 1.000e-02, eta: 17:07:31, time: 0.701, data_time: 0.002, memory: 8343, top1_acc: 0.5029, top5_acc: 0.7480, loss_cls: 2.1320, loss: 2.1320, grad_norm: 4.5277 2020-08-15 19:25:30,517 - mmaction - INFO - Epoch [11][360/940] lr: 1.000e-02, eta: 17:07:11, time: 0.701, data_time: 0.005, memory: 8343, top1_acc: 0.4988, top5_acc: 0.7395, loss_cls: 2.1468, loss: 2.1468, grad_norm: 4.5015 2020-08-15 19:25:44,929 - mmaction - INFO - Epoch [11][380/940] lr: 1.000e-02, eta: 17:06:55, time: 0.723, data_time: 0.006, memory: 8343, top1_acc: 0.5076, top5_acc: 0.7457, loss_cls: 2.1138, loss: 2.1138, grad_norm: 4.5131 2020-08-15 19:25:59,971 - mmaction - INFO - Epoch [11][400/940] lr: 1.000e-02, eta: 17:06:43, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.5004, top5_acc: 0.7338, loss_cls: 2.1818, loss: 2.1818, grad_norm: 4.5663 2020-08-15 19:26:14,481 - mmaction - INFO - Epoch [11][420/940] lr: 1.000e-02, eta: 17:06:28, time: 0.729, data_time: 0.007, memory: 8343, top1_acc: 0.5025, top5_acc: 0.7361, loss_cls: 2.1655, loss: 2.1655, grad_norm: 4.5398 2020-08-15 19:26:27,934 - mmaction - INFO - Epoch [11][440/940] lr: 1.000e-02, eta: 17:06:03, time: 0.672, data_time: 0.005, memory: 8343, top1_acc: 0.4939, top5_acc: 0.7361, loss_cls: 2.1675, loss: 2.1675, grad_norm: 4.5041 2020-08-15 19:26:43,075 - mmaction - INFO - Epoch [11][460/940] lr: 1.000e-02, eta: 17:05:53, time: 0.758, data_time: 0.003, memory: 8343, top1_acc: 0.5074, top5_acc: 0.7457, loss_cls: 2.1112, loss: 2.1112, grad_norm: 4.5865 2020-08-15 19:26:56,989 - mmaction - INFO - Epoch [11][480/940] lr: 1.000e-02, eta: 17:05:32, time: 0.693, data_time: 0.005, memory: 8343, top1_acc: 0.4961, top5_acc: 0.7350, loss_cls: 2.1541, loss: 2.1541, grad_norm: 4.5945 2020-08-15 19:27:11,043 - mmaction - INFO - Epoch [11][500/940] lr: 1.000e-02, eta: 17:05:13, time: 0.706, data_time: 0.006, memory: 8343, top1_acc: 0.5064, top5_acc: 0.7506, loss_cls: 2.1174, loss: 2.1174, grad_norm: 4.5685 2020-08-15 19:27:26,567 - mmaction - INFO - Epoch [11][520/940] lr: 1.000e-02, eta: 17:05:05, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.4822, top5_acc: 0.7289, loss_cls: 2.2160, loss: 2.2160, grad_norm: 4.6141 2020-08-15 19:27:41,831 - mmaction - INFO - Epoch [11][540/940] lr: 1.000e-02, eta: 17:04:56, time: 0.766, data_time: 0.007, memory: 8343, top1_acc: 0.5076, top5_acc: 0.7428, loss_cls: 2.1471, loss: 2.1471, grad_norm: 4.6095 2020-08-15 19:27:55,602 - mmaction - INFO - Epoch [11][560/940] lr: 1.000e-02, eta: 17:04:35, time: 0.689, data_time: 0.007, memory: 8343, top1_acc: 0.5061, top5_acc: 0.7418, loss_cls: 2.1295, loss: 2.1295, grad_norm: 4.5296 2020-08-15 19:28:10,831 - mmaction - INFO - Epoch [11][580/940] lr: 1.000e-02, eta: 17:04:25, time: 0.761, data_time: 0.002, memory: 8343, top1_acc: 0.5025, top5_acc: 0.7596, loss_cls: 2.1007, loss: 2.1007, grad_norm: 4.5575 2020-08-15 19:28:25,152 - mmaction - INFO - Epoch [11][600/940] lr: 1.000e-02, eta: 17:04:08, time: 0.715, data_time: 0.005, memory: 8343, top1_acc: 0.4959, top5_acc: 0.7387, loss_cls: 2.1654, loss: 2.1654, grad_norm: 4.5540 2020-08-15 19:28:39,322 - mmaction - INFO - Epoch [11][620/940] lr: 1.000e-02, eta: 17:03:49, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.4914, top5_acc: 0.7383, loss_cls: 2.1867, loss: 2.1867, grad_norm: 4.6197 2020-08-15 19:28:53,224 - mmaction - INFO - Epoch [11][640/940] lr: 1.000e-02, eta: 17:03:28, time: 0.694, data_time: 0.005, memory: 8343, top1_acc: 0.5002, top5_acc: 0.7420, loss_cls: 2.1425, loss: 2.1425, grad_norm: 4.5404 2020-08-15 19:29:08,259 - mmaction - INFO - Epoch [11][660/940] lr: 1.000e-02, eta: 17:03:17, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.4973, top5_acc: 0.7527, loss_cls: 2.1217, loss: 2.1217, grad_norm: 4.5433 2020-08-15 19:29:23,064 - mmaction - INFO - Epoch [11][680/940] lr: 1.000e-02, eta: 17:03:04, time: 0.740, data_time: 0.007, memory: 8343, top1_acc: 0.4984, top5_acc: 0.7434, loss_cls: 2.1473, loss: 2.1473, grad_norm: 4.5448 2020-08-15 19:29:36,649 - mmaction - INFO - Epoch [11][700/940] lr: 1.000e-02, eta: 17:02:41, time: 0.681, data_time: 0.005, memory: 8343, top1_acc: 0.5047, top5_acc: 0.7449, loss_cls: 2.1285, loss: 2.1285, grad_norm: 4.5913 2020-08-15 19:29:50,698 - mmaction - INFO - Epoch [11][720/940] lr: 1.000e-02, eta: 17:02:21, time: 0.701, data_time: 0.007, memory: 8343, top1_acc: 0.4934, top5_acc: 0.7336, loss_cls: 2.2091, loss: 2.2091, grad_norm: 4.5947 2020-08-15 19:30:04,746 - mmaction - INFO - Epoch [11][740/940] lr: 1.000e-02, eta: 17:02:02, time: 0.705, data_time: 0.006, memory: 8343, top1_acc: 0.5119, top5_acc: 0.7373, loss_cls: 2.1403, loss: 2.1403, grad_norm: 4.4653 2020-08-15 19:30:19,129 - mmaction - INFO - Epoch [11][760/940] lr: 1.000e-02, eta: 17:01:45, time: 0.719, data_time: 0.002, memory: 8343, top1_acc: 0.5047, top5_acc: 0.7367, loss_cls: 2.1551, loss: 2.1551, grad_norm: 4.5403 2020-08-15 19:30:34,471 - mmaction - INFO - Epoch [11][780/940] lr: 1.000e-02, eta: 17:01:36, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.5080, top5_acc: 0.7500, loss_cls: 2.1483, loss: 2.1483, grad_norm: 4.5692 2020-08-15 19:30:48,210 - mmaction - INFO - Epoch [11][800/940] lr: 1.000e-02, eta: 17:01:15, time: 0.690, data_time: 0.006, memory: 8343, top1_acc: 0.4961, top5_acc: 0.7438, loss_cls: 2.1701, loss: 2.1701, grad_norm: 4.6308 2020-08-15 19:31:02,931 - mmaction - INFO - Epoch [11][820/940] lr: 1.000e-02, eta: 17:01:01, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.4871, top5_acc: 0.7295, loss_cls: 2.2089, loss: 2.2089, grad_norm: 4.6470 2020-08-15 19:31:17,647 - mmaction - INFO - Epoch [11][840/940] lr: 1.000e-02, eta: 17:00:47, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.5021, top5_acc: 0.7389, loss_cls: 2.1636, loss: 2.1636, grad_norm: 4.5755 2020-08-15 19:31:32,174 - mmaction - INFO - Epoch [11][860/940] lr: 1.000e-02, eta: 17:00:31, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.4951, top5_acc: 0.7281, loss_cls: 2.2067, loss: 2.2067, grad_norm: 4.6107 2020-08-15 19:31:46,330 - mmaction - INFO - Epoch [11][880/940] lr: 1.000e-02, eta: 17:00:13, time: 0.711, data_time: 0.007, memory: 8343, top1_acc: 0.5096, top5_acc: 0.7527, loss_cls: 2.0987, loss: 2.0987, grad_norm: 4.4385 2020-08-15 19:32:00,862 - mmaction - INFO - Epoch [11][900/940] lr: 1.000e-02, eta: 16:59:58, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.4982, top5_acc: 0.7400, loss_cls: 2.1661, loss: 2.1661, grad_norm: 4.5491 2020-08-15 19:32:15,185 - mmaction - INFO - Epoch [11][920/940] lr: 1.000e-02, eta: 16:59:41, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.5088, top5_acc: 0.7447, loss_cls: 2.1093, loss: 2.1093, grad_norm: 4.4695 2020-08-15 19:32:28,309 - mmaction - INFO - Epoch [11][940/940] lr: 1.000e-02, eta: 16:59:14, time: 0.654, data_time: 0.006, memory: 8343, top1_acc: 0.5071, top5_acc: 0.7431, loss_cls: 2.1288, loss: 2.1288, grad_norm: 4.5635 2020-08-15 19:32:49,994 - mmaction - INFO - Epoch [12][20/940] lr: 1.000e-02, eta: 16:59:52, time: 1.060, data_time: 0.448, memory: 8343, top1_acc: 0.5137, top5_acc: 0.7432, loss_cls: 2.1171, loss: 2.1171, grad_norm: 4.4502 2020-08-15 19:33:03,142 - mmaction - INFO - Epoch [12][40/940] lr: 1.000e-02, eta: 16:59:25, time: 0.657, data_time: 0.007, memory: 8343, top1_acc: 0.4988, top5_acc: 0.7400, loss_cls: 2.1427, loss: 2.1427, grad_norm: 4.5398 2020-08-15 19:33:17,040 - mmaction - INFO - Epoch [12][60/940] lr: 1.000e-02, eta: 16:59:05, time: 0.696, data_time: 0.005, memory: 8343, top1_acc: 0.5123, top5_acc: 0.7455, loss_cls: 2.1129, loss: 2.1129, grad_norm: 4.5550 2020-08-15 19:33:31,396 - mmaction - INFO - Epoch [12][80/940] lr: 1.000e-02, eta: 16:58:48, time: 0.717, data_time: 0.006, memory: 8343, top1_acc: 0.5156, top5_acc: 0.7541, loss_cls: 2.0778, loss: 2.0778, grad_norm: 4.4862 2020-08-15 19:33:45,364 - mmaction - INFO - Epoch [12][100/940] lr: 1.000e-02, eta: 16:58:28, time: 0.699, data_time: 0.005, memory: 8343, top1_acc: 0.5055, top5_acc: 0.7475, loss_cls: 2.0960, loss: 2.0960, grad_norm: 4.5462 2020-08-15 19:34:00,171 - mmaction - INFO - Epoch [12][120/940] lr: 1.000e-02, eta: 16:58:15, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.5213, top5_acc: 0.7463, loss_cls: 2.1062, loss: 2.1062, grad_norm: 4.4614 2020-08-15 19:34:14,558 - mmaction - INFO - Epoch [12][140/940] lr: 1.000e-02, eta: 16:57:59, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.5035, top5_acc: 0.7432, loss_cls: 2.1504, loss: 2.1504, grad_norm: 4.5363 2020-08-15 19:34:29,694 - mmaction - INFO - Epoch [12][160/940] lr: 1.000e-02, eta: 16:57:48, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.5078, top5_acc: 0.7469, loss_cls: 2.1288, loss: 2.1288, grad_norm: 4.5449 2020-08-15 19:34:43,217 - mmaction - INFO - Epoch [12][180/940] lr: 1.000e-02, eta: 16:57:25, time: 0.679, data_time: 0.006, memory: 8343, top1_acc: 0.5201, top5_acc: 0.7414, loss_cls: 2.1112, loss: 2.1112, grad_norm: 4.5244 2020-08-15 19:34:58,010 - mmaction - INFO - Epoch [12][200/940] lr: 1.000e-02, eta: 16:57:11, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.4959, top5_acc: 0.7414, loss_cls: 2.1462, loss: 2.1462, grad_norm: 4.5441 2020-08-15 19:35:12,222 - mmaction - INFO - Epoch [12][220/940] lr: 1.000e-02, eta: 16:56:53, time: 0.714, data_time: 0.007, memory: 8343, top1_acc: 0.5139, top5_acc: 0.7475, loss_cls: 2.1021, loss: 2.1021, grad_norm: 4.5226 2020-08-15 19:35:26,138 - mmaction - INFO - Epoch [12][240/940] lr: 1.000e-02, eta: 16:56:33, time: 0.692, data_time: 0.006, memory: 8343, top1_acc: 0.5096, top5_acc: 0.7385, loss_cls: 2.1294, loss: 2.1294, grad_norm: 4.5642 2020-08-15 19:35:39,887 - mmaction - INFO - Epoch [12][260/940] lr: 1.000e-02, eta: 16:56:12, time: 0.690, data_time: 0.007, memory: 8343, top1_acc: 0.5062, top5_acc: 0.7445, loss_cls: 2.1107, loss: 2.1107, grad_norm: 4.5204 2020-08-15 19:35:54,082 - mmaction - INFO - Epoch [12][280/940] lr: 1.000e-02, eta: 16:55:53, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.4982, top5_acc: 0.7412, loss_cls: 2.1650, loss: 2.1650, grad_norm: 4.5765 2020-08-15 19:36:08,650 - mmaction - INFO - Epoch [12][300/940] lr: 1.000e-02, eta: 16:55:39, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.5166, top5_acc: 0.7480, loss_cls: 2.1107, loss: 2.1107, grad_norm: 4.4980 2020-08-15 19:36:23,311 - mmaction - INFO - Epoch [12][320/940] lr: 1.000e-02, eta: 16:55:24, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.4990, top5_acc: 0.7410, loss_cls: 2.1413, loss: 2.1413, grad_norm: 4.6142 2020-08-15 19:36:36,922 - mmaction - INFO - Epoch [12][340/940] lr: 1.000e-02, eta: 16:55:02, time: 0.682, data_time: 0.005, memory: 8343, top1_acc: 0.5135, top5_acc: 0.7463, loss_cls: 2.1328, loss: 2.1328, grad_norm: 4.6000 2020-08-15 19:36:50,887 - mmaction - INFO - Epoch [12][360/940] lr: 1.000e-02, eta: 16:54:42, time: 0.696, data_time: 0.006, memory: 8343, top1_acc: 0.5080, top5_acc: 0.7475, loss_cls: 2.1137, loss: 2.1137, grad_norm: 4.5430 2020-08-15 19:37:06,921 - mmaction - INFO - Epoch [12][380/940] lr: 1.000e-02, eta: 16:54:39, time: 0.804, data_time: 0.006, memory: 8343, top1_acc: 0.5059, top5_acc: 0.7416, loss_cls: 2.1169, loss: 2.1169, grad_norm: 4.6000 2020-08-15 19:37:20,272 - mmaction - INFO - Epoch [12][400/940] lr: 1.000e-02, eta: 16:54:14, time: 0.666, data_time: 0.005, memory: 8343, top1_acc: 0.4936, top5_acc: 0.7332, loss_cls: 2.1712, loss: 2.1712, grad_norm: 4.5140 2020-08-15 19:37:34,182 - mmaction - INFO - Epoch [12][420/940] lr: 1.000e-02, eta: 16:53:54, time: 0.697, data_time: 0.005, memory: 8343, top1_acc: 0.5133, top5_acc: 0.7459, loss_cls: 2.1152, loss: 2.1152, grad_norm: 4.5422 2020-08-15 19:37:48,279 - mmaction - INFO - Epoch [12][440/940] lr: 1.000e-02, eta: 16:53:35, time: 0.703, data_time: 0.006, memory: 8343, top1_acc: 0.5023, top5_acc: 0.7346, loss_cls: 2.1755, loss: 2.1755, grad_norm: 4.5923 2020-08-15 19:38:02,380 - mmaction - INFO - Epoch [12][460/940] lr: 1.000e-02, eta: 16:53:17, time: 0.707, data_time: 0.005, memory: 8343, top1_acc: 0.5039, top5_acc: 0.7436, loss_cls: 2.1180, loss: 2.1180, grad_norm: 4.5317 2020-08-15 19:38:16,507 - mmaction - INFO - Epoch [12][480/940] lr: 1.000e-02, eta: 16:52:58, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.5102, top5_acc: 0.7551, loss_cls: 2.0634, loss: 2.0634, grad_norm: 4.4823 2020-08-15 19:38:30,493 - mmaction - INFO - Epoch [12][500/940] lr: 1.000e-02, eta: 16:52:39, time: 0.701, data_time: 0.006, memory: 8343, top1_acc: 0.5115, top5_acc: 0.7447, loss_cls: 2.1335, loss: 2.1335, grad_norm: 4.6317 2020-08-15 19:38:45,426 - mmaction - INFO - Epoch [12][520/940] lr: 1.000e-02, eta: 16:52:27, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.5086, top5_acc: 0.7338, loss_cls: 2.1432, loss: 2.1432, grad_norm: 4.6253 2020-08-15 19:38:59,281 - mmaction - INFO - Epoch [12][540/940] lr: 1.000e-02, eta: 16:52:06, time: 0.694, data_time: 0.005, memory: 8343, top1_acc: 0.5123, top5_acc: 0.7502, loss_cls: 2.1069, loss: 2.1069, grad_norm: 4.4897 2020-08-15 19:39:13,427 - mmaction - INFO - Epoch [12][560/940] lr: 1.000e-02, eta: 16:51:48, time: 0.706, data_time: 0.005, memory: 8343, top1_acc: 0.5133, top5_acc: 0.7463, loss_cls: 2.0902, loss: 2.0902, grad_norm: 4.4867 2020-08-15 19:39:27,554 - mmaction - INFO - Epoch [12][580/940] lr: 1.000e-02, eta: 16:51:30, time: 0.707, data_time: 0.005, memory: 8343, top1_acc: 0.5109, top5_acc: 0.7617, loss_cls: 2.0601, loss: 2.0601, grad_norm: 4.5588 2020-08-15 19:39:41,748 - mmaction - INFO - Epoch [12][600/940] lr: 1.000e-02, eta: 16:51:12, time: 0.708, data_time: 0.006, memory: 8343, top1_acc: 0.5002, top5_acc: 0.7424, loss_cls: 2.1294, loss: 2.1294, grad_norm: 4.5807 2020-08-15 19:39:55,602 - mmaction - INFO - Epoch [12][620/940] lr: 1.000e-02, eta: 16:50:52, time: 0.695, data_time: 0.006, memory: 8343, top1_acc: 0.5039, top5_acc: 0.7395, loss_cls: 2.1518, loss: 2.1518, grad_norm: 4.5748 2020-08-15 19:40:10,040 - mmaction - INFO - Epoch [12][640/940] lr: 1.000e-02, eta: 16:50:36, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.5033, top5_acc: 0.7498, loss_cls: 2.1402, loss: 2.1402, grad_norm: 4.5799 2020-08-15 19:40:23,784 - mmaction - INFO - Epoch [12][660/940] lr: 1.000e-02, eta: 16:50:15, time: 0.688, data_time: 0.004, memory: 8343, top1_acc: 0.5117, top5_acc: 0.7430, loss_cls: 2.1205, loss: 2.1205, grad_norm: 4.4711 2020-08-15 19:40:39,323 - mmaction - INFO - Epoch [12][680/940] lr: 1.000e-02, eta: 16:50:07, time: 0.775, data_time: 0.006, memory: 8343, top1_acc: 0.5016, top5_acc: 0.7447, loss_cls: 2.1257, loss: 2.1257, grad_norm: 4.5632 2020-08-15 19:40:52,963 - mmaction - INFO - Epoch [12][700/940] lr: 1.000e-02, eta: 16:49:45, time: 0.684, data_time: 0.007, memory: 8343, top1_acc: 0.5102, top5_acc: 0.7402, loss_cls: 2.1442, loss: 2.1442, grad_norm: 4.5919 2020-08-15 19:41:06,662 - mmaction - INFO - Epoch [12][720/940] lr: 1.000e-02, eta: 16:49:24, time: 0.684, data_time: 0.006, memory: 8343, top1_acc: 0.5100, top5_acc: 0.7404, loss_cls: 2.1629, loss: 2.1629, grad_norm: 4.5942 2020-08-15 19:41:21,154 - mmaction - INFO - Epoch [12][740/940] lr: 1.000e-02, eta: 16:49:08, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.4957, top5_acc: 0.7416, loss_cls: 2.1496, loss: 2.1496, grad_norm: 4.5953 2020-08-15 19:41:35,973 - mmaction - INFO - Epoch [12][760/940] lr: 1.000e-02, eta: 16:48:55, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.4988, top5_acc: 0.7420, loss_cls: 2.1586, loss: 2.1586, grad_norm: 4.6158 2020-08-15 19:41:50,065 - mmaction - INFO - Epoch [12][780/940] lr: 1.000e-02, eta: 16:48:37, time: 0.706, data_time: 0.004, memory: 8343, top1_acc: 0.5004, top5_acc: 0.7416, loss_cls: 2.1664, loss: 2.1664, grad_norm: 4.6299 2020-08-15 19:42:05,048 - mmaction - INFO - Epoch [12][800/940] lr: 1.000e-02, eta: 16:48:25, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.5105, top5_acc: 0.7479, loss_cls: 2.1236, loss: 2.1236, grad_norm: 4.5734 2020-08-15 19:42:18,384 - mmaction - INFO - Epoch [12][820/940] lr: 1.000e-02, eta: 16:48:01, time: 0.667, data_time: 0.003, memory: 8343, top1_acc: 0.5119, top5_acc: 0.7490, loss_cls: 2.1221, loss: 2.1221, grad_norm: 4.5757 2020-08-15 19:42:32,335 - mmaction - INFO - Epoch [12][840/940] lr: 1.000e-02, eta: 16:47:42, time: 0.696, data_time: 0.006, memory: 8343, top1_acc: 0.5152, top5_acc: 0.7551, loss_cls: 2.0684, loss: 2.0684, grad_norm: 4.5239 2020-08-15 19:42:46,277 - mmaction - INFO - Epoch [12][860/940] lr: 1.000e-02, eta: 16:47:22, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.5139, top5_acc: 0.7518, loss_cls: 2.1003, loss: 2.1003, grad_norm: 4.4852 2020-08-15 19:43:00,744 - mmaction - INFO - Epoch [12][880/940] lr: 1.000e-02, eta: 16:47:06, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.5041, top5_acc: 0.7408, loss_cls: 2.1531, loss: 2.1531, grad_norm: 4.6657 2020-08-15 19:43:15,064 - mmaction - INFO - Epoch [12][900/940] lr: 1.000e-02, eta: 16:46:50, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.5020, top5_acc: 0.7447, loss_cls: 2.1256, loss: 2.1256, grad_norm: 4.5312 2020-08-15 19:43:28,930 - mmaction - INFO - Epoch [12][920/940] lr: 1.000e-02, eta: 16:46:30, time: 0.690, data_time: 0.006, memory: 8343, top1_acc: 0.5010, top5_acc: 0.7436, loss_cls: 2.1526, loss: 2.1526, grad_norm: 4.6267 2020-08-15 19:43:42,452 - mmaction - INFO - Epoch [12][940/940] lr: 1.000e-02, eta: 16:46:08, time: 0.680, data_time: 0.007, memory: 8343, top1_acc: 0.4986, top5_acc: 0.7425, loss_cls: 2.1389, loss: 2.1389, grad_norm: 4.6150 2020-08-15 19:44:03,972 - mmaction - INFO - Epoch [13][20/940] lr: 1.000e-02, eta: 16:46:40, time: 1.050, data_time: 0.443, memory: 8343, top1_acc: 0.5188, top5_acc: 0.7543, loss_cls: 2.0797, loss: 2.0797, grad_norm: 4.5356 2020-08-15 19:44:17,543 - mmaction - INFO - Epoch [13][40/940] lr: 1.000e-02, eta: 16:46:18, time: 0.682, data_time: 0.006, memory: 8343, top1_acc: 0.5092, top5_acc: 0.7430, loss_cls: 2.1138, loss: 2.1138, grad_norm: 4.5119 2020-08-15 19:44:32,426 - mmaction - INFO - Epoch [13][60/940] lr: 1.000e-02, eta: 16:46:05, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.5240, top5_acc: 0.7512, loss_cls: 2.0939, loss: 2.0939, grad_norm: 4.4927 2020-08-15 19:44:46,385 - mmaction - INFO - Epoch [13][80/940] lr: 1.000e-02, eta: 16:45:46, time: 0.701, data_time: 0.007, memory: 8343, top1_acc: 0.5121, top5_acc: 0.7541, loss_cls: 2.0870, loss: 2.0870, grad_norm: 4.4990 2020-08-15 19:45:02,597 - mmaction - INFO - Epoch [13][100/940] lr: 1.000e-02, eta: 16:45:43, time: 0.811, data_time: 0.005, memory: 8343, top1_acc: 0.5314, top5_acc: 0.7635, loss_cls: 2.0161, loss: 2.0161, grad_norm: 4.4746 2020-08-15 19:45:15,753 - mmaction - INFO - Epoch [13][120/940] lr: 1.000e-02, eta: 16:45:18, time: 0.658, data_time: 0.002, memory: 8343, top1_acc: 0.5070, top5_acc: 0.7590, loss_cls: 2.0669, loss: 2.0669, grad_norm: 4.5560 2020-08-15 19:45:29,875 - mmaction - INFO - Epoch [13][140/940] lr: 1.000e-02, eta: 16:45:00, time: 0.703, data_time: 0.006, memory: 8343, top1_acc: 0.5117, top5_acc: 0.7553, loss_cls: 2.0723, loss: 2.0723, grad_norm: 4.5554 2020-08-15 19:45:43,593 - mmaction - INFO - Epoch [13][160/940] lr: 1.000e-02, eta: 16:44:39, time: 0.689, data_time: 0.007, memory: 8343, top1_acc: 0.5223, top5_acc: 0.7633, loss_cls: 2.0438, loss: 2.0438, grad_norm: 4.5190 2020-08-15 19:45:58,199 - mmaction - INFO - Epoch [13][180/940] lr: 1.000e-02, eta: 16:44:24, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.5088, top5_acc: 0.7426, loss_cls: 2.1167, loss: 2.1167, grad_norm: 4.5203 2020-08-15 19:46:11,980 - mmaction - INFO - Epoch [13][200/940] lr: 1.000e-02, eta: 16:44:04, time: 0.691, data_time: 0.005, memory: 8343, top1_acc: 0.5113, top5_acc: 0.7551, loss_cls: 2.0862, loss: 2.0862, grad_norm: 4.5792 2020-08-15 19:46:25,709 - mmaction - INFO - Epoch [13][220/940] lr: 1.000e-02, eta: 16:43:43, time: 0.684, data_time: 0.006, memory: 8343, top1_acc: 0.5178, top5_acc: 0.7561, loss_cls: 2.0675, loss: 2.0675, grad_norm: 4.4928 2020-08-15 19:46:39,746 - mmaction - INFO - Epoch [13][240/940] lr: 1.000e-02, eta: 16:43:25, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.5107, top5_acc: 0.7520, loss_cls: 2.0773, loss: 2.0773, grad_norm: 4.5249 2020-08-15 19:46:54,125 - mmaction - INFO - Epoch [13][260/940] lr: 1.000e-02, eta: 16:43:08, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.5229, top5_acc: 0.7533, loss_cls: 2.0850, loss: 2.0850, grad_norm: 4.5719 2020-08-15 19:47:08,708 - mmaction - INFO - Epoch [13][280/940] lr: 1.000e-02, eta: 16:42:54, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.5217, top5_acc: 0.7449, loss_cls: 2.0955, loss: 2.0955, grad_norm: 4.5146 2020-08-15 19:47:22,367 - mmaction - INFO - Epoch [13][300/940] lr: 1.000e-02, eta: 16:42:32, time: 0.681, data_time: 0.007, memory: 8343, top1_acc: 0.5125, top5_acc: 0.7504, loss_cls: 2.1173, loss: 2.1173, grad_norm: 4.6099 2020-08-15 19:47:36,709 - mmaction - INFO - Epoch [13][320/940] lr: 1.000e-02, eta: 16:42:16, time: 0.720, data_time: 0.006, memory: 8343, top1_acc: 0.5055, top5_acc: 0.7479, loss_cls: 2.1227, loss: 2.1227, grad_norm: 4.5599 2020-08-15 19:47:50,697 - mmaction - INFO - Epoch [13][340/940] lr: 1.000e-02, eta: 16:41:57, time: 0.697, data_time: 0.007, memory: 8343, top1_acc: 0.5182, top5_acc: 0.7459, loss_cls: 2.1353, loss: 2.1353, grad_norm: 4.5888 2020-08-15 19:48:04,690 - mmaction - INFO - Epoch [13][360/940] lr: 1.000e-02, eta: 16:41:38, time: 0.702, data_time: 0.006, memory: 8343, top1_acc: 0.5080, top5_acc: 0.7477, loss_cls: 2.1143, loss: 2.1143, grad_norm: 4.6062 2020-08-15 19:48:18,746 - mmaction - INFO - Epoch [13][380/940] lr: 1.000e-02, eta: 16:41:20, time: 0.701, data_time: 0.006, memory: 8343, top1_acc: 0.5008, top5_acc: 0.7414, loss_cls: 2.1389, loss: 2.1389, grad_norm: 4.5697 2020-08-15 19:48:33,131 - mmaction - INFO - Epoch [13][400/940] lr: 1.000e-02, eta: 16:41:04, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.5137, top5_acc: 0.7559, loss_cls: 2.0435, loss: 2.0435, grad_norm: 4.5495 2020-08-15 19:48:47,436 - mmaction - INFO - Epoch [13][420/940] lr: 1.000e-02, eta: 16:40:47, time: 0.714, data_time: 0.006, memory: 8343, top1_acc: 0.5191, top5_acc: 0.7559, loss_cls: 2.0722, loss: 2.0722, grad_norm: 4.5827 2020-08-15 19:49:01,266 - mmaction - INFO - Epoch [13][440/940] lr: 1.000e-02, eta: 16:40:27, time: 0.693, data_time: 0.005, memory: 8343, top1_acc: 0.4969, top5_acc: 0.7457, loss_cls: 2.1411, loss: 2.1411, grad_norm: 4.5827 2020-08-15 19:49:15,819 - mmaction - INFO - Epoch [13][460/940] lr: 1.000e-02, eta: 16:40:12, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.5148, top5_acc: 0.7527, loss_cls: 2.1143, loss: 2.1143, grad_norm: 4.4974 2020-08-15 19:49:29,700 - mmaction - INFO - Epoch [13][480/940] lr: 1.000e-02, eta: 16:39:53, time: 0.696, data_time: 0.006, memory: 8343, top1_acc: 0.5191, top5_acc: 0.7486, loss_cls: 2.0806, loss: 2.0806, grad_norm: 4.5584 2020-08-15 19:49:43,639 - mmaction - INFO - Epoch [13][500/940] lr: 1.000e-02, eta: 16:39:33, time: 0.694, data_time: 0.006, memory: 8343, top1_acc: 0.5104, top5_acc: 0.7492, loss_cls: 2.0924, loss: 2.0924, grad_norm: 4.5650 2020-08-15 19:49:58,617 - mmaction - INFO - Epoch [13][520/940] lr: 1.000e-02, eta: 16:39:22, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.5070, top5_acc: 0.7521, loss_cls: 2.1044, loss: 2.1044, grad_norm: 4.5730 2020-08-15 19:50:13,554 - mmaction - INFO - Epoch [13][540/940] lr: 1.000e-02, eta: 16:39:09, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.5137, top5_acc: 0.7439, loss_cls: 2.1240, loss: 2.1240, grad_norm: 4.5804 2020-08-15 19:50:27,684 - mmaction - INFO - Epoch [13][560/940] lr: 1.000e-02, eta: 16:38:52, time: 0.709, data_time: 0.007, memory: 8343, top1_acc: 0.5102, top5_acc: 0.7377, loss_cls: 2.1237, loss: 2.1237, grad_norm: 4.6024 2020-08-15 19:50:41,292 - mmaction - INFO - Epoch [13][580/940] lr: 1.000e-02, eta: 16:38:30, time: 0.678, data_time: 0.006, memory: 8343, top1_acc: 0.5229, top5_acc: 0.7543, loss_cls: 2.0724, loss: 2.0724, grad_norm: 4.5394 2020-08-15 19:50:55,766 - mmaction - INFO - Epoch [13][600/940] lr: 1.000e-02, eta: 16:38:15, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.5131, top5_acc: 0.7477, loss_cls: 2.0879, loss: 2.0879, grad_norm: 4.4814 2020-08-15 19:51:09,815 - mmaction - INFO - Epoch [13][620/940] lr: 1.000e-02, eta: 16:37:56, time: 0.700, data_time: 0.006, memory: 8343, top1_acc: 0.5113, top5_acc: 0.7479, loss_cls: 2.0950, loss: 2.0950, grad_norm: 4.5549 2020-08-15 19:51:23,185 - mmaction - INFO - Epoch [13][640/940] lr: 1.000e-02, eta: 16:37:34, time: 0.671, data_time: 0.006, memory: 8343, top1_acc: 0.5154, top5_acc: 0.7537, loss_cls: 2.0873, loss: 2.0873, grad_norm: 4.6030 2020-08-15 19:51:36,955 - mmaction - INFO - Epoch [13][660/940] lr: 1.000e-02, eta: 16:37:13, time: 0.686, data_time: 0.006, memory: 8343, top1_acc: 0.5156, top5_acc: 0.7498, loss_cls: 2.1091, loss: 2.1091, grad_norm: 4.5820 2020-08-15 19:51:51,934 - mmaction - INFO - Epoch [13][680/940] lr: 1.000e-02, eta: 16:37:02, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.5025, top5_acc: 0.7451, loss_cls: 2.1257, loss: 2.1257, grad_norm: 4.6012 2020-08-15 19:52:05,844 - mmaction - INFO - Epoch [13][700/940] lr: 1.000e-02, eta: 16:36:42, time: 0.694, data_time: 0.002, memory: 8343, top1_acc: 0.5098, top5_acc: 0.7412, loss_cls: 2.1189, loss: 2.1189, grad_norm: 4.5186 2020-08-15 19:52:19,404 - mmaction - INFO - Epoch [13][720/940] lr: 1.000e-02, eta: 16:36:21, time: 0.678, data_time: 0.006, memory: 8343, top1_acc: 0.5154, top5_acc: 0.7480, loss_cls: 2.1023, loss: 2.1023, grad_norm: 4.6011 2020-08-15 19:52:33,299 - mmaction - INFO - Epoch [13][740/940] lr: 1.000e-02, eta: 16:36:02, time: 0.696, data_time: 0.005, memory: 8343, top1_acc: 0.5137, top5_acc: 0.7512, loss_cls: 2.0955, loss: 2.0955, grad_norm: 4.5850 2020-08-15 19:52:47,863 - mmaction - INFO - Epoch [13][760/940] lr: 1.000e-02, eta: 16:35:47, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.5010, top5_acc: 0.7445, loss_cls: 2.1297, loss: 2.1297, grad_norm: 4.6520 2020-08-15 19:53:02,276 - mmaction - INFO - Epoch [13][780/940] lr: 1.000e-02, eta: 16:35:31, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.5090, top5_acc: 0.7508, loss_cls: 2.0948, loss: 2.0948, grad_norm: 4.5784 2020-08-15 19:53:15,629 - mmaction - INFO - Epoch [13][800/940] lr: 1.000e-02, eta: 16:35:08, time: 0.671, data_time: 0.008, memory: 8343, top1_acc: 0.5150, top5_acc: 0.7543, loss_cls: 2.0715, loss: 2.0715, grad_norm: 4.5334 2020-08-15 19:53:29,817 - mmaction - INFO - Epoch [13][820/940] lr: 1.000e-02, eta: 16:34:51, time: 0.706, data_time: 0.006, memory: 8343, top1_acc: 0.5135, top5_acc: 0.7588, loss_cls: 2.0683, loss: 2.0683, grad_norm: 4.6369 2020-08-15 19:53:44,311 - mmaction - INFO - Epoch [13][840/940] lr: 1.000e-02, eta: 16:34:36, time: 0.728, data_time: 0.007, memory: 8343, top1_acc: 0.5033, top5_acc: 0.7461, loss_cls: 2.1365, loss: 2.1365, grad_norm: 4.6105 2020-08-15 19:53:58,499 - mmaction - INFO - Epoch [13][860/940] lr: 1.000e-02, eta: 16:34:19, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.5168, top5_acc: 0.7516, loss_cls: 2.0840, loss: 2.0840, grad_norm: 4.5195 2020-08-15 19:54:13,067 - mmaction - INFO - Epoch [13][880/940] lr: 1.000e-02, eta: 16:34:04, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.5188, top5_acc: 0.7525, loss_cls: 2.0924, loss: 2.0924, grad_norm: 4.5641 2020-08-15 19:54:27,255 - mmaction - INFO - Epoch [13][900/940] lr: 1.000e-02, eta: 16:33:47, time: 0.710, data_time: 0.003, memory: 8343, top1_acc: 0.5086, top5_acc: 0.7447, loss_cls: 2.1354, loss: 2.1354, grad_norm: 4.6686 2020-08-15 19:54:41,602 - mmaction - INFO - Epoch [13][920/940] lr: 1.000e-02, eta: 16:33:31, time: 0.715, data_time: 0.006, memory: 8343, top1_acc: 0.5199, top5_acc: 0.7455, loss_cls: 2.1137, loss: 2.1137, grad_norm: 4.5690 2020-08-15 19:54:54,590 - mmaction - INFO - Epoch [13][940/940] lr: 1.000e-02, eta: 16:33:06, time: 0.652, data_time: 0.006, memory: 8343, top1_acc: 0.5144, top5_acc: 0.7447, loss_cls: 2.1268, loss: 2.1268, grad_norm: 4.5712 2020-08-15 19:55:16,094 - mmaction - INFO - Epoch [14][20/940] lr: 1.000e-02, eta: 16:33:35, time: 1.054, data_time: 0.407, memory: 8343, top1_acc: 0.5135, top5_acc: 0.7455, loss_cls: 2.1167, loss: 2.1167, grad_norm: 4.4991 2020-08-15 19:55:28,792 - mmaction - INFO - Epoch [14][40/940] lr: 1.000e-02, eta: 16:33:08, time: 0.637, data_time: 0.006, memory: 8343, top1_acc: 0.5125, top5_acc: 0.7559, loss_cls: 2.0947, loss: 2.0947, grad_norm: 4.6284 2020-08-15 19:55:42,801 - mmaction - INFO - Epoch [14][60/940] lr: 1.000e-02, eta: 16:32:49, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.5150, top5_acc: 0.7512, loss_cls: 2.0528, loss: 2.0528, grad_norm: 4.4967 2020-08-15 19:55:56,397 - mmaction - INFO - Epoch [14][80/940] lr: 1.000e-02, eta: 16:32:28, time: 0.682, data_time: 0.006, memory: 8343, top1_acc: 0.5123, top5_acc: 0.7545, loss_cls: 2.0594, loss: 2.0594, grad_norm: 4.5532 2020-08-15 19:56:10,026 - mmaction - INFO - Epoch [14][100/940] lr: 1.000e-02, eta: 16:32:07, time: 0.679, data_time: 0.005, memory: 8343, top1_acc: 0.5305, top5_acc: 0.7662, loss_cls: 2.0034, loss: 2.0034, grad_norm: 4.5189 2020-08-15 19:56:24,453 - mmaction - INFO - Epoch [14][120/940] lr: 1.000e-02, eta: 16:31:52, time: 0.724, data_time: 0.006, memory: 8343, top1_acc: 0.5342, top5_acc: 0.7541, loss_cls: 2.0556, loss: 2.0556, grad_norm: 4.5007 2020-08-15 19:56:39,562 - mmaction - INFO - Epoch [14][140/940] lr: 1.000e-02, eta: 16:31:40, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.5182, top5_acc: 0.7562, loss_cls: 2.0495, loss: 2.0495, grad_norm: 4.4789 2020-08-15 19:56:52,710 - mmaction - INFO - Epoch [14][160/940] lr: 1.000e-02, eta: 16:31:17, time: 0.660, data_time: 0.007, memory: 8343, top1_acc: 0.5314, top5_acc: 0.7697, loss_cls: 1.9897, loss: 1.9897, grad_norm: 4.4819 2020-08-15 19:57:08,423 - mmaction - INFO - Epoch [14][180/940] lr: 1.000e-02, eta: 16:31:09, time: 0.783, data_time: 0.006, memory: 8343, top1_acc: 0.5260, top5_acc: 0.7648, loss_cls: 2.0391, loss: 2.0391, grad_norm: 4.4709 2020-08-15 19:57:22,037 - mmaction - INFO - Epoch [14][200/940] lr: 1.000e-02, eta: 16:30:49, time: 0.683, data_time: 0.005, memory: 8343, top1_acc: 0.5234, top5_acc: 0.7646, loss_cls: 2.0160, loss: 2.0160, grad_norm: 4.5151 2020-08-15 19:57:36,683 - mmaction - INFO - Epoch [14][220/940] lr: 1.000e-02, eta: 16:30:34, time: 0.730, data_time: 0.006, memory: 8343, top1_acc: 0.5238, top5_acc: 0.7570, loss_cls: 2.0509, loss: 2.0509, grad_norm: 4.4032 2020-08-15 19:57:50,328 - mmaction - INFO - Epoch [14][240/940] lr: 1.000e-02, eta: 16:30:14, time: 0.684, data_time: 0.005, memory: 8343, top1_acc: 0.5275, top5_acc: 0.7568, loss_cls: 2.0257, loss: 2.0257, grad_norm: 4.4408 2020-08-15 19:58:04,840 - mmaction - INFO - Epoch [14][260/940] lr: 1.000e-02, eta: 16:29:59, time: 0.723, data_time: 0.006, memory: 8343, top1_acc: 0.5094, top5_acc: 0.7525, loss_cls: 2.1097, loss: 2.1097, grad_norm: 4.6942 2020-08-15 19:58:18,431 - mmaction - INFO - Epoch [14][280/940] lr: 1.000e-02, eta: 16:29:38, time: 0.682, data_time: 0.006, memory: 8343, top1_acc: 0.5143, top5_acc: 0.7496, loss_cls: 2.0885, loss: 2.0885, grad_norm: 4.5876 2020-08-15 19:58:32,316 - mmaction - INFO - Epoch [14][300/940] lr: 1.000e-02, eta: 16:29:19, time: 0.694, data_time: 0.006, memory: 8343, top1_acc: 0.5109, top5_acc: 0.7459, loss_cls: 2.1106, loss: 2.1106, grad_norm: 4.5684 2020-08-15 19:58:46,132 - mmaction - INFO - Epoch [14][320/940] lr: 1.000e-02, eta: 16:28:59, time: 0.689, data_time: 0.006, memory: 8343, top1_acc: 0.5113, top5_acc: 0.7514, loss_cls: 2.0934, loss: 2.0934, grad_norm: 4.5000 2020-08-15 19:59:00,084 - mmaction - INFO - Epoch [14][340/940] lr: 1.000e-02, eta: 16:28:41, time: 0.699, data_time: 0.006, memory: 8343, top1_acc: 0.5225, top5_acc: 0.7596, loss_cls: 2.0422, loss: 2.0422, grad_norm: 4.4765 2020-08-15 19:59:15,341 - mmaction - INFO - Epoch [14][360/940] lr: 1.000e-02, eta: 16:28:31, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.5207, top5_acc: 0.7529, loss_cls: 2.0705, loss: 2.0705, grad_norm: 4.6011 2020-08-15 19:59:29,272 - mmaction - INFO - Epoch [14][380/940] lr: 1.000e-02, eta: 16:28:12, time: 0.698, data_time: 0.006, memory: 8343, top1_acc: 0.5199, top5_acc: 0.7613, loss_cls: 2.0345, loss: 2.0345, grad_norm: 4.5186 2020-08-15 19:59:44,144 - mmaction - INFO - Epoch [14][400/940] lr: 1.000e-02, eta: 16:27:59, time: 0.742, data_time: 0.007, memory: 8343, top1_acc: 0.5180, top5_acc: 0.7518, loss_cls: 2.0604, loss: 2.0604, grad_norm: 4.5121 2020-08-15 19:59:58,316 - mmaction - INFO - Epoch [14][420/940] lr: 1.000e-02, eta: 16:27:42, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.5139, top5_acc: 0.7535, loss_cls: 2.0808, loss: 2.0808, grad_norm: 4.5890 2020-08-15 20:00:15,105 - mmaction - INFO - Epoch [14][440/940] lr: 1.000e-02, eta: 16:27:41, time: 0.832, data_time: 0.006, memory: 8343, top1_acc: 0.5074, top5_acc: 0.7371, loss_cls: 2.1336, loss: 2.1336, grad_norm: 4.6123 2020-08-15 20:00:28,891 - mmaction - INFO - Epoch [14][460/940] lr: 1.000e-02, eta: 16:27:22, time: 0.697, data_time: 0.017, memory: 8343, top1_acc: 0.5193, top5_acc: 0.7561, loss_cls: 2.0703, loss: 2.0703, grad_norm: 4.6122 2020-08-15 20:00:43,256 - mmaction - INFO - Epoch [14][480/940] lr: 1.000e-02, eta: 16:27:06, time: 0.716, data_time: 0.006, memory: 8343, top1_acc: 0.5281, top5_acc: 0.7580, loss_cls: 2.0399, loss: 2.0399, grad_norm: 4.5134 2020-08-15 20:00:56,679 - mmaction - INFO - Epoch [14][500/940] lr: 1.000e-02, eta: 16:26:45, time: 0.673, data_time: 0.005, memory: 8343, top1_acc: 0.5203, top5_acc: 0.7598, loss_cls: 2.0483, loss: 2.0483, grad_norm: 4.5031 2020-08-15 20:01:10,945 - mmaction - INFO - Epoch [14][520/940] lr: 1.000e-02, eta: 16:26:28, time: 0.712, data_time: 0.006, memory: 8343, top1_acc: 0.5250, top5_acc: 0.7580, loss_cls: 2.0375, loss: 2.0375, grad_norm: 4.5245 2020-08-15 20:01:25,168 - mmaction - INFO - Epoch [14][540/940] lr: 1.000e-02, eta: 16:26:11, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.4998, top5_acc: 0.7396, loss_cls: 2.1601, loss: 2.1601, grad_norm: 4.7031 2020-08-15 20:01:39,052 - mmaction - INFO - Epoch [14][560/940] lr: 1.000e-02, eta: 16:25:52, time: 0.693, data_time: 0.006, memory: 8343, top1_acc: 0.5178, top5_acc: 0.7518, loss_cls: 2.1004, loss: 2.1004, grad_norm: 4.5867 2020-08-15 20:01:53,226 - mmaction - INFO - Epoch [14][580/940] lr: 1.000e-02, eta: 16:25:35, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.5154, top5_acc: 0.7523, loss_cls: 2.0481, loss: 2.0481, grad_norm: 4.5537 2020-08-15 20:02:06,930 - mmaction - INFO - Epoch [14][600/940] lr: 1.000e-02, eta: 16:25:15, time: 0.684, data_time: 0.006, memory: 8343, top1_acc: 0.5207, top5_acc: 0.7588, loss_cls: 2.0419, loss: 2.0419, grad_norm: 4.5276 2020-08-15 20:02:21,365 - mmaction - INFO - Epoch [14][620/940] lr: 1.000e-02, eta: 16:25:00, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.5033, top5_acc: 0.7424, loss_cls: 2.1277, loss: 2.1277, grad_norm: 4.6531 2020-08-15 20:02:34,955 - mmaction - INFO - Epoch [14][640/940] lr: 1.000e-02, eta: 16:24:39, time: 0.677, data_time: 0.006, memory: 8343, top1_acc: 0.5254, top5_acc: 0.7576, loss_cls: 2.0655, loss: 2.0655, grad_norm: 4.6088 2020-08-15 20:02:50,535 - mmaction - INFO - Epoch [14][660/940] lr: 1.000e-02, eta: 16:24:31, time: 0.781, data_time: 0.005, memory: 8343, top1_acc: 0.5164, top5_acc: 0.7488, loss_cls: 2.1023, loss: 2.1023, grad_norm: 4.6464 2020-08-15 20:03:03,549 - mmaction - INFO - Epoch [14][680/940] lr: 1.000e-02, eta: 16:24:07, time: 0.648, data_time: 0.005, memory: 8343, top1_acc: 0.5182, top5_acc: 0.7555, loss_cls: 2.0614, loss: 2.0614, grad_norm: 4.5219 2020-08-15 20:03:17,185 - mmaction - INFO - Epoch [14][700/940] lr: 1.000e-02, eta: 16:23:47, time: 0.685, data_time: 0.008, memory: 8343, top1_acc: 0.5158, top5_acc: 0.7475, loss_cls: 2.1011, loss: 2.1011, grad_norm: 4.5224 2020-08-15 20:03:32,285 - mmaction - INFO - Epoch [14][720/940] lr: 1.000e-02, eta: 16:23:35, time: 0.752, data_time: 0.004, memory: 8343, top1_acc: 0.5215, top5_acc: 0.7484, loss_cls: 2.0941, loss: 2.0941, grad_norm: 4.5942 2020-08-15 20:03:45,409 - mmaction - INFO - Epoch [14][740/940] lr: 1.000e-02, eta: 16:23:12, time: 0.659, data_time: 0.007, memory: 8343, top1_acc: 0.5254, top5_acc: 0.7557, loss_cls: 2.0647, loss: 2.0647, grad_norm: 4.4772 2020-08-15 20:03:59,023 - mmaction - INFO - Epoch [14][760/940] lr: 1.000e-02, eta: 16:22:51, time: 0.678, data_time: 0.005, memory: 8343, top1_acc: 0.5051, top5_acc: 0.7480, loss_cls: 2.1188, loss: 2.1188, grad_norm: 4.6137 2020-08-15 20:04:12,630 - mmaction - INFO - Epoch [14][780/940] lr: 1.000e-02, eta: 16:22:31, time: 0.683, data_time: 0.006, memory: 8343, top1_acc: 0.5201, top5_acc: 0.7568, loss_cls: 2.0801, loss: 2.0801, grad_norm: 4.5775 2020-08-15 20:04:26,984 - mmaction - INFO - Epoch [14][800/940] lr: 1.000e-02, eta: 16:22:15, time: 0.716, data_time: 0.005, memory: 8343, top1_acc: 0.5117, top5_acc: 0.7510, loss_cls: 2.1044, loss: 2.1044, grad_norm: 4.5599 2020-08-15 20:04:40,433 - mmaction - INFO - Epoch [14][820/940] lr: 1.000e-02, eta: 16:21:54, time: 0.674, data_time: 0.005, memory: 8343, top1_acc: 0.5029, top5_acc: 0.7365, loss_cls: 2.1360, loss: 2.1360, grad_norm: 4.5955 2020-08-15 20:04:54,186 - mmaction - INFO - Epoch [14][840/940] lr: 1.000e-02, eta: 16:21:34, time: 0.685, data_time: 0.006, memory: 8343, top1_acc: 0.5283, top5_acc: 0.7633, loss_cls: 2.0173, loss: 2.0173, grad_norm: 4.4966 2020-08-15 20:05:07,730 - mmaction - INFO - Epoch [14][860/940] lr: 1.000e-02, eta: 16:21:13, time: 0.679, data_time: 0.006, memory: 8343, top1_acc: 0.5037, top5_acc: 0.7463, loss_cls: 2.1144, loss: 2.1144, grad_norm: 4.5801 2020-08-15 20:05:22,113 - mmaction - INFO - Epoch [14][880/940] lr: 1.000e-02, eta: 16:20:57, time: 0.717, data_time: 0.007, memory: 8343, top1_acc: 0.5121, top5_acc: 0.7494, loss_cls: 2.0971, loss: 2.0971, grad_norm: 4.5205 2020-08-15 20:05:35,630 - mmaction - INFO - Epoch [14][900/940] lr: 1.000e-02, eta: 16:20:37, time: 0.678, data_time: 0.006, memory: 8343, top1_acc: 0.5148, top5_acc: 0.7502, loss_cls: 2.1025, loss: 2.1025, grad_norm: 4.5274 2020-08-15 20:05:49,242 - mmaction - INFO - Epoch [14][920/940] lr: 1.000e-02, eta: 16:20:16, time: 0.679, data_time: 0.005, memory: 8343, top1_acc: 0.5203, top5_acc: 0.7570, loss_cls: 2.0820, loss: 2.0820, grad_norm: 4.5841 2020-08-15 20:06:02,450 - mmaction - INFO - Epoch [14][940/940] lr: 1.000e-02, eta: 16:19:54, time: 0.662, data_time: 0.005, memory: 8343, top1_acc: 0.5102, top5_acc: 0.7423, loss_cls: 2.1139, loss: 2.1139, grad_norm: 4.6430 2020-08-15 20:06:27,949 - mmaction - INFO - Epoch [15][20/940] lr: 1.000e-02, eta: 16:20:42, time: 1.243, data_time: 0.622, memory: 8343, top1_acc: 0.5248, top5_acc: 0.7584, loss_cls: 2.0515, loss: 2.0515, grad_norm: 4.5303 2020-08-15 20:06:41,201 - mmaction - INFO - Epoch [15][40/940] lr: 1.000e-02, eta: 16:20:20, time: 0.665, data_time: 0.006, memory: 8343, top1_acc: 0.5174, top5_acc: 0.7617, loss_cls: 2.0564, loss: 2.0564, grad_norm: 4.5265 2020-08-15 20:06:55,026 - mmaction - INFO - Epoch [15][60/940] lr: 1.000e-02, eta: 16:20:01, time: 0.688, data_time: 0.005, memory: 8343, top1_acc: 0.5211, top5_acc: 0.7559, loss_cls: 2.0407, loss: 2.0407, grad_norm: 4.5219 2020-08-15 20:07:07,961 - mmaction - INFO - Epoch [15][80/940] lr: 1.000e-02, eta: 16:19:37, time: 0.650, data_time: 0.007, memory: 8343, top1_acc: 0.5111, top5_acc: 0.7561, loss_cls: 2.0747, loss: 2.0747, grad_norm: 4.5401 2020-08-15 20:07:21,837 - mmaction - INFO - Epoch [15][100/940] lr: 1.000e-02, eta: 16:19:18, time: 0.691, data_time: 0.005, memory: 8343, top1_acc: 0.5250, top5_acc: 0.7658, loss_cls: 2.0187, loss: 2.0187, grad_norm: 4.5211 2020-08-15 20:07:36,128 - mmaction - INFO - Epoch [15][120/940] lr: 1.000e-02, eta: 16:19:02, time: 0.717, data_time: 0.006, memory: 8343, top1_acc: 0.5188, top5_acc: 0.7645, loss_cls: 2.0342, loss: 2.0342, grad_norm: 4.5139 2020-08-15 20:07:51,324 - mmaction - INFO - Epoch [15][140/940] lr: 1.000e-02, eta: 16:18:51, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.5207, top5_acc: 0.7510, loss_cls: 2.0636, loss: 2.0636, grad_norm: 4.5640 2020-08-15 20:08:04,348 - mmaction - INFO - Epoch [15][160/940] lr: 1.000e-02, eta: 16:18:27, time: 0.650, data_time: 0.003, memory: 8343, top1_acc: 0.5092, top5_acc: 0.7492, loss_cls: 2.0821, loss: 2.0821, grad_norm: 4.5978 2020-08-15 20:08:17,965 - mmaction - INFO - Epoch [15][180/940] lr: 1.000e-02, eta: 16:18:07, time: 0.680, data_time: 0.006, memory: 8343, top1_acc: 0.5242, top5_acc: 0.7561, loss_cls: 2.0372, loss: 2.0372, grad_norm: 4.4668 2020-08-15 20:08:31,488 - mmaction - INFO - Epoch [15][200/940] lr: 1.000e-02, eta: 16:17:46, time: 0.678, data_time: 0.005, memory: 8343, top1_acc: 0.5244, top5_acc: 0.7508, loss_cls: 2.0655, loss: 2.0655, grad_norm: 4.5172 2020-08-15 20:08:45,085 - mmaction - INFO - Epoch [15][220/940] lr: 1.000e-02, eta: 16:17:26, time: 0.678, data_time: 0.006, memory: 8343, top1_acc: 0.5137, top5_acc: 0.7453, loss_cls: 2.0983, loss: 2.0983, grad_norm: 4.6836 2020-08-15 20:08:58,708 - mmaction - INFO - Epoch [15][240/940] lr: 1.000e-02, eta: 16:17:06, time: 0.684, data_time: 0.005, memory: 8343, top1_acc: 0.5172, top5_acc: 0.7598, loss_cls: 2.0358, loss: 2.0358, grad_norm: 4.6076 2020-08-15 20:09:12,579 - mmaction - INFO - Epoch [15][260/940] lr: 1.000e-02, eta: 16:16:47, time: 0.692, data_time: 0.005, memory: 8343, top1_acc: 0.5176, top5_acc: 0.7439, loss_cls: 2.0851, loss: 2.0851, grad_norm: 4.5977 2020-08-15 20:09:26,040 - mmaction - INFO - Epoch [15][280/940] lr: 1.000e-02, eta: 16:16:26, time: 0.674, data_time: 0.005, memory: 8343, top1_acc: 0.5133, top5_acc: 0.7545, loss_cls: 2.0831, loss: 2.0831, grad_norm: 4.5989 2020-08-15 20:09:39,953 - mmaction - INFO - Epoch [15][300/940] lr: 1.000e-02, eta: 16:16:08, time: 0.694, data_time: 0.006, memory: 8343, top1_acc: 0.5203, top5_acc: 0.7424, loss_cls: 2.1169, loss: 2.1169, grad_norm: 4.6091 2020-08-15 20:09:54,102 - mmaction - INFO - Epoch [15][320/940] lr: 1.000e-02, eta: 16:15:51, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.5252, top5_acc: 0.7670, loss_cls: 2.0213, loss: 2.0213, grad_norm: 4.4809 2020-08-15 20:10:08,940 - mmaction - INFO - Epoch [15][340/940] lr: 1.000e-02, eta: 16:15:38, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.5256, top5_acc: 0.7516, loss_cls: 2.0825, loss: 2.0825, grad_norm: 4.5257 2020-08-15 20:10:23,334 - mmaction - INFO - Epoch [15][360/940] lr: 1.000e-02, eta: 16:15:23, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.5148, top5_acc: 0.7486, loss_cls: 2.0757, loss: 2.0757, grad_norm: 4.6014 2020-08-15 20:10:36,744 - mmaction - INFO - Epoch [15][380/940] lr: 1.000e-02, eta: 16:15:01, time: 0.669, data_time: 0.006, memory: 8343, top1_acc: 0.5275, top5_acc: 0.7666, loss_cls: 2.0385, loss: 2.0385, grad_norm: 4.5429 2020-08-15 20:10:51,267 - mmaction - INFO - Epoch [15][400/940] lr: 1.000e-02, eta: 16:14:47, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.5209, top5_acc: 0.7469, loss_cls: 2.0700, loss: 2.0700, grad_norm: 4.5803 2020-08-15 20:11:05,641 - mmaction - INFO - Epoch [15][420/940] lr: 1.000e-02, eta: 16:14:31, time: 0.719, data_time: 0.006, memory: 8343, top1_acc: 0.5152, top5_acc: 0.7490, loss_cls: 2.0767, loss: 2.0767, grad_norm: 4.6524 2020-08-15 20:11:19,026 - mmaction - INFO - Epoch [15][440/940] lr: 1.000e-02, eta: 16:14:10, time: 0.669, data_time: 0.007, memory: 8343, top1_acc: 0.5201, top5_acc: 0.7555, loss_cls: 2.0370, loss: 2.0370, grad_norm: 4.5111 2020-08-15 20:11:33,522 - mmaction - INFO - Epoch [15][460/940] lr: 1.000e-02, eta: 16:13:55, time: 0.725, data_time: 0.003, memory: 8343, top1_acc: 0.5180, top5_acc: 0.7531, loss_cls: 2.0655, loss: 2.0655, grad_norm: 4.5729 2020-08-15 20:11:47,625 - mmaction - INFO - Epoch [15][480/940] lr: 1.000e-02, eta: 16:13:38, time: 0.704, data_time: 0.007, memory: 8343, top1_acc: 0.5152, top5_acc: 0.7479, loss_cls: 2.0773, loss: 2.0773, grad_norm: 4.6247 2020-08-15 20:12:03,175 - mmaction - INFO - Epoch [15][500/940] lr: 1.000e-02, eta: 16:13:29, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.5322, top5_acc: 0.7584, loss_cls: 2.0326, loss: 2.0326, grad_norm: 4.5228 2020-08-15 20:12:16,386 - mmaction - INFO - Epoch [15][520/940] lr: 1.000e-02, eta: 16:13:07, time: 0.659, data_time: 0.008, memory: 8343, top1_acc: 0.5236, top5_acc: 0.7650, loss_cls: 2.0544, loss: 2.0544, grad_norm: 4.6265 2020-08-15 20:12:29,809 - mmaction - INFO - Epoch [15][540/940] lr: 1.000e-02, eta: 16:12:46, time: 0.673, data_time: 0.006, memory: 8343, top1_acc: 0.5160, top5_acc: 0.7510, loss_cls: 2.0687, loss: 2.0687, grad_norm: 4.5117 2020-08-15 20:12:43,669 - mmaction - INFO - Epoch [15][560/940] lr: 1.000e-02, eta: 16:12:27, time: 0.691, data_time: 0.006, memory: 8343, top1_acc: 0.5223, top5_acc: 0.7574, loss_cls: 2.0542, loss: 2.0542, grad_norm: 4.5784 2020-08-15 20:12:57,334 - mmaction - INFO - Epoch [15][580/940] lr: 1.000e-02, eta: 16:12:08, time: 0.686, data_time: 0.006, memory: 8343, top1_acc: 0.5152, top5_acc: 0.7553, loss_cls: 2.0653, loss: 2.0653, grad_norm: 4.5956 2020-08-15 20:13:10,885 - mmaction - INFO - Epoch [15][600/940] lr: 1.000e-02, eta: 16:11:47, time: 0.676, data_time: 0.005, memory: 8343, top1_acc: 0.5221, top5_acc: 0.7473, loss_cls: 2.0650, loss: 2.0650, grad_norm: 4.5485 2020-08-15 20:13:24,950 - mmaction - INFO - Epoch [15][620/940] lr: 1.000e-02, eta: 16:11:30, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.5150, top5_acc: 0.7543, loss_cls: 2.0487, loss: 2.0487, grad_norm: 4.5786 2020-08-15 20:13:39,522 - mmaction - INFO - Epoch [15][640/940] lr: 1.000e-02, eta: 16:11:16, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.5336, top5_acc: 0.7643, loss_cls: 2.0181, loss: 2.0181, grad_norm: 4.5149 2020-08-15 20:13:53,175 - mmaction - INFO - Epoch [15][660/940] lr: 1.000e-02, eta: 16:10:56, time: 0.685, data_time: 0.006, memory: 8343, top1_acc: 0.5254, top5_acc: 0.7564, loss_cls: 2.0666, loss: 2.0666, grad_norm: 4.5529 2020-08-15 20:14:07,849 - mmaction - INFO - Epoch [15][680/940] lr: 1.000e-02, eta: 16:10:42, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.5242, top5_acc: 0.7502, loss_cls: 2.0493, loss: 2.0493, grad_norm: 4.5092 2020-08-15 20:14:22,308 - mmaction - INFO - Epoch [15][700/940] lr: 1.000e-02, eta: 16:10:28, time: 0.726, data_time: 0.007, memory: 8343, top1_acc: 0.5244, top5_acc: 0.7627, loss_cls: 2.0336, loss: 2.0336, grad_norm: 4.5312 2020-08-15 20:14:35,958 - mmaction - INFO - Epoch [15][720/940] lr: 1.000e-02, eta: 16:10:08, time: 0.679, data_time: 0.007, memory: 8343, top1_acc: 0.5172, top5_acc: 0.7654, loss_cls: 2.0502, loss: 2.0502, grad_norm: 4.5773 2020-08-15 20:14:49,633 - mmaction - INFO - Epoch [15][740/940] lr: 1.000e-02, eta: 16:09:49, time: 0.686, data_time: 0.007, memory: 8343, top1_acc: 0.5197, top5_acc: 0.7518, loss_cls: 2.0682, loss: 2.0682, grad_norm: 4.5567 2020-08-15 20:15:04,658 - mmaction - INFO - Epoch [15][760/940] lr: 1.000e-02, eta: 16:09:37, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.5150, top5_acc: 0.7559, loss_cls: 2.0634, loss: 2.0634, grad_norm: 4.6110 2020-08-15 20:15:18,546 - mmaction - INFO - Epoch [15][780/940] lr: 1.000e-02, eta: 16:09:19, time: 0.696, data_time: 0.003, memory: 8343, top1_acc: 0.5191, top5_acc: 0.7527, loss_cls: 2.0708, loss: 2.0708, grad_norm: 4.5465 2020-08-15 20:15:33,625 - mmaction - INFO - Epoch [15][800/940] lr: 1.000e-02, eta: 16:09:07, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.5182, top5_acc: 0.7484, loss_cls: 2.0851, loss: 2.0851, grad_norm: 4.5918 2020-08-15 20:15:47,510 - mmaction - INFO - Epoch [15][820/940] lr: 1.000e-02, eta: 16:08:49, time: 0.695, data_time: 0.005, memory: 8343, top1_acc: 0.5160, top5_acc: 0.7500, loss_cls: 2.0865, loss: 2.0865, grad_norm: 4.6277 2020-08-15 20:16:02,319 - mmaction - INFO - Epoch [15][840/940] lr: 1.000e-02, eta: 16:08:36, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.5119, top5_acc: 0.7549, loss_cls: 2.0798, loss: 2.0798, grad_norm: 4.5495 2020-08-15 20:16:15,946 - mmaction - INFO - Epoch [15][860/940] lr: 1.000e-02, eta: 16:08:16, time: 0.685, data_time: 0.007, memory: 8343, top1_acc: 0.5172, top5_acc: 0.7592, loss_cls: 2.0312, loss: 2.0312, grad_norm: 4.5478 2020-08-15 20:16:31,278 - mmaction - INFO - Epoch [15][880/940] lr: 1.000e-02, eta: 16:08:06, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.5268, top5_acc: 0.7531, loss_cls: 2.0639, loss: 2.0639, grad_norm: 4.5413 2020-08-15 20:16:44,953 - mmaction - INFO - Epoch [15][900/940] lr: 1.000e-02, eta: 16:07:47, time: 0.687, data_time: 0.007, memory: 8343, top1_acc: 0.5117, top5_acc: 0.7443, loss_cls: 2.0963, loss: 2.0963, grad_norm: 4.6054 2020-08-15 20:16:58,711 - mmaction - INFO - Epoch [15][920/940] lr: 1.000e-02, eta: 16:07:28, time: 0.686, data_time: 0.005, memory: 8343, top1_acc: 0.5121, top5_acc: 0.7455, loss_cls: 2.1098, loss: 2.1098, grad_norm: 4.6797 2020-08-15 20:17:12,106 - mmaction - INFO - Epoch [15][940/940] lr: 1.000e-02, eta: 16:07:07, time: 0.672, data_time: 0.005, memory: 8343, top1_acc: 0.5152, top5_acc: 0.7535, loss_cls: 2.0897, loss: 2.0897, grad_norm: 4.6229 2020-08-15 20:17:12,497 - mmaction - INFO - Saving checkpoint at 15 epochs 2020-08-15 20:17:33,496 - mmaction - INFO - Epoch [16][20/940] lr: 1.000e-02, eta: 16:07:17, time: 0.943, data_time: 0.333, memory: 8343, top1_acc: 0.5289, top5_acc: 0.7611, loss_cls: 2.0216, loss: 2.0216, grad_norm: 4.5460 2020-08-15 20:17:46,525 - mmaction - INFO - Epoch [16][40/940] lr: 1.000e-02, eta: 16:06:54, time: 0.653, data_time: 0.006, memory: 8343, top1_acc: 0.5297, top5_acc: 0.7639, loss_cls: 1.9838, loss: 1.9838, grad_norm: 4.4615 2020-08-15 20:18:00,853 - mmaction - INFO - Epoch [16][60/940] lr: 1.000e-02, eta: 16:06:39, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.5236, top5_acc: 0.7590, loss_cls: 2.0360, loss: 2.0360, grad_norm: 4.4332 2020-08-15 20:18:15,396 - mmaction - INFO - Epoch [16][80/940] lr: 1.000e-02, eta: 16:06:24, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.5365, top5_acc: 0.7568, loss_cls: 2.0140, loss: 2.0140, grad_norm: 4.4859 2020-08-15 20:18:29,946 - mmaction - INFO - Epoch [16][100/940] lr: 1.000e-02, eta: 16:06:10, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.5303, top5_acc: 0.7631, loss_cls: 2.0012, loss: 2.0012, grad_norm: 4.5526 2020-08-15 20:18:44,740 - mmaction - INFO - Epoch [16][120/940] lr: 1.000e-02, eta: 16:05:57, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.5162, top5_acc: 0.7480, loss_cls: 2.0571, loss: 2.0571, grad_norm: 4.5149 2020-08-15 20:18:59,951 - mmaction - INFO - Epoch [16][140/940] lr: 1.000e-02, eta: 16:05:46, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.5246, top5_acc: 0.7629, loss_cls: 2.0126, loss: 2.0126, grad_norm: 4.4960 2020-08-15 20:19:13,412 - mmaction - INFO - Epoch [16][160/940] lr: 1.000e-02, eta: 16:05:26, time: 0.675, data_time: 0.005, memory: 8343, top1_acc: 0.5359, top5_acc: 0.7627, loss_cls: 2.0042, loss: 2.0042, grad_norm: 4.4896 2020-08-15 20:19:28,398 - mmaction - INFO - Epoch [16][180/940] lr: 1.000e-02, eta: 16:05:13, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.5254, top5_acc: 0.7537, loss_cls: 2.0424, loss: 2.0424, grad_norm: 4.5132 2020-08-15 20:19:42,231 - mmaction - INFO - Epoch [16][200/940] lr: 1.000e-02, eta: 16:04:55, time: 0.694, data_time: 0.006, memory: 8343, top1_acc: 0.5262, top5_acc: 0.7543, loss_cls: 2.0203, loss: 2.0203, grad_norm: 4.5507 2020-08-15 20:19:56,579 - mmaction - INFO - Epoch [16][220/940] lr: 1.000e-02, eta: 16:04:39, time: 0.715, data_time: 0.005, memory: 8343, top1_acc: 0.5316, top5_acc: 0.7617, loss_cls: 2.0103, loss: 2.0103, grad_norm: 4.5254 2020-08-15 20:20:11,402 - mmaction - INFO - Epoch [16][240/940] lr: 1.000e-02, eta: 16:04:27, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.5369, top5_acc: 0.7680, loss_cls: 1.9710, loss: 1.9710, grad_norm: 4.3939 2020-08-15 20:20:26,082 - mmaction - INFO - Epoch [16][260/940] lr: 1.000e-02, eta: 16:04:13, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.5197, top5_acc: 0.7615, loss_cls: 2.0392, loss: 2.0392, grad_norm: 4.5634 2020-08-15 20:20:40,217 - mmaction - INFO - Epoch [16][280/940] lr: 1.000e-02, eta: 16:03:56, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.5354, top5_acc: 0.7557, loss_cls: 2.0558, loss: 2.0558, grad_norm: 4.5473 2020-08-15 20:20:54,409 - mmaction - INFO - Epoch [16][300/940] lr: 1.000e-02, eta: 16:03:40, time: 0.708, data_time: 0.006, memory: 8343, top1_acc: 0.5186, top5_acc: 0.7523, loss_cls: 2.0836, loss: 2.0836, grad_norm: 4.5735 2020-08-15 20:21:08,805 - mmaction - INFO - Epoch [16][320/940] lr: 1.000e-02, eta: 16:03:25, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.5340, top5_acc: 0.7607, loss_cls: 2.0098, loss: 2.0098, grad_norm: 4.4987 2020-08-15 20:21:23,233 - mmaction - INFO - Epoch [16][340/940] lr: 1.000e-02, eta: 16:03:10, time: 0.721, data_time: 0.006, memory: 8343, top1_acc: 0.5283, top5_acc: 0.7596, loss_cls: 2.0191, loss: 2.0191, grad_norm: 4.5270 2020-08-15 20:21:37,125 - mmaction - INFO - Epoch [16][360/940] lr: 1.000e-02, eta: 16:02:52, time: 0.695, data_time: 0.002, memory: 8343, top1_acc: 0.5312, top5_acc: 0.7527, loss_cls: 2.0157, loss: 2.0157, grad_norm: 4.5433 2020-08-15 20:21:51,640 - mmaction - INFO - Epoch [16][380/940] lr: 1.000e-02, eta: 16:02:37, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.5107, top5_acc: 0.7551, loss_cls: 2.0568, loss: 2.0568, grad_norm: 4.5870 2020-08-15 20:22:05,733 - mmaction - INFO - Epoch [16][400/940] lr: 1.000e-02, eta: 16:02:20, time: 0.702, data_time: 0.007, memory: 8343, top1_acc: 0.5322, top5_acc: 0.7609, loss_cls: 2.0128, loss: 2.0128, grad_norm: 4.5408 2020-08-15 20:22:20,059 - mmaction - INFO - Epoch [16][420/940] lr: 1.000e-02, eta: 16:02:05, time: 0.719, data_time: 0.007, memory: 8343, top1_acc: 0.5293, top5_acc: 0.7557, loss_cls: 2.0261, loss: 2.0261, grad_norm: 4.5849 2020-08-15 20:22:34,794 - mmaction - INFO - Epoch [16][440/940] lr: 1.000e-02, eta: 16:01:51, time: 0.737, data_time: 0.002, memory: 8343, top1_acc: 0.5279, top5_acc: 0.7652, loss_cls: 2.0036, loss: 2.0036, grad_norm: 4.5050 2020-08-15 20:22:49,766 - mmaction - INFO - Epoch [16][460/940] lr: 1.000e-02, eta: 16:01:39, time: 0.747, data_time: 0.008, memory: 8343, top1_acc: 0.5254, top5_acc: 0.7645, loss_cls: 2.0247, loss: 2.0247, grad_norm: 4.5144 2020-08-15 20:23:04,310 - mmaction - INFO - Epoch [16][480/940] lr: 1.000e-02, eta: 16:01:25, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.5365, top5_acc: 0.7652, loss_cls: 1.9861, loss: 1.9861, grad_norm: 4.5171 2020-08-15 20:23:18,976 - mmaction - INFO - Epoch [16][500/940] lr: 1.000e-02, eta: 16:01:11, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.5277, top5_acc: 0.7646, loss_cls: 2.0026, loss: 2.0026, grad_norm: 4.5519 2020-08-15 20:23:33,768 - mmaction - INFO - Epoch [16][520/940] lr: 1.000e-02, eta: 16:00:58, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.5121, top5_acc: 0.7574, loss_cls: 2.0625, loss: 2.0625, grad_norm: 4.6105 2020-08-15 20:23:48,358 - mmaction - INFO - Epoch [16][540/940] lr: 1.000e-02, eta: 16:00:43, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.5254, top5_acc: 0.7568, loss_cls: 2.0559, loss: 2.0559, grad_norm: 4.6235 2020-08-15 20:24:03,108 - mmaction - INFO - Epoch [16][560/940] lr: 1.000e-02, eta: 16:00:30, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.5223, top5_acc: 0.7625, loss_cls: 2.0420, loss: 2.0420, grad_norm: 4.6030 2020-08-15 20:24:17,121 - mmaction - INFO - Epoch [16][580/940] lr: 1.000e-02, eta: 16:00:13, time: 0.699, data_time: 0.006, memory: 8343, top1_acc: 0.5088, top5_acc: 0.7570, loss_cls: 2.0670, loss: 2.0670, grad_norm: 4.6996 2020-08-15 20:24:31,441 - mmaction - INFO - Epoch [16][600/940] lr: 1.000e-02, eta: 15:59:57, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.5277, top5_acc: 0.7541, loss_cls: 2.0517, loss: 2.0517, grad_norm: 4.5713 2020-08-15 20:24:45,843 - mmaction - INFO - Epoch [16][620/940] lr: 1.000e-02, eta: 15:59:42, time: 0.719, data_time: 0.006, memory: 8343, top1_acc: 0.5283, top5_acc: 0.7572, loss_cls: 2.0534, loss: 2.0534, grad_norm: 4.5942 2020-08-15 20:25:00,285 - mmaction - INFO - Epoch [16][640/940] lr: 1.000e-02, eta: 15:59:27, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.5182, top5_acc: 0.7586, loss_cls: 2.0710, loss: 2.0710, grad_norm: 4.6485 2020-08-15 20:25:14,529 - mmaction - INFO - Epoch [16][660/940] lr: 1.000e-02, eta: 15:59:11, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.5352, top5_acc: 0.7668, loss_cls: 1.9983, loss: 1.9983, grad_norm: 4.5163 2020-08-15 20:25:28,628 - mmaction - INFO - Epoch [16][680/940] lr: 1.000e-02, eta: 15:58:54, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.5225, top5_acc: 0.7529, loss_cls: 2.0734, loss: 2.0734, grad_norm: 4.5675 2020-08-15 20:25:43,343 - mmaction - INFO - Epoch [16][700/940] lr: 1.000e-02, eta: 15:58:41, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.5123, top5_acc: 0.7529, loss_cls: 2.1110, loss: 2.1110, grad_norm: 4.6649 2020-08-15 20:25:58,081 - mmaction - INFO - Epoch [16][720/940] lr: 1.000e-02, eta: 15:58:27, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.5117, top5_acc: 0.7547, loss_cls: 2.0896, loss: 2.0896, grad_norm: 4.6694 2020-08-15 20:26:12,563 - mmaction - INFO - Epoch [16][740/940] lr: 1.000e-02, eta: 15:58:13, time: 0.722, data_time: 0.006, memory: 8343, top1_acc: 0.5219, top5_acc: 0.7453, loss_cls: 2.0880, loss: 2.0880, grad_norm: 4.5305 2020-08-15 20:26:28,166 - mmaction - INFO - Epoch [16][760/940] lr: 1.000e-02, eta: 15:58:04, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.5223, top5_acc: 0.7611, loss_cls: 2.0614, loss: 2.0614, grad_norm: 4.5390 2020-08-15 20:26:41,696 - mmaction - INFO - Epoch [16][780/940] lr: 1.000e-02, eta: 15:57:44, time: 0.674, data_time: 0.005, memory: 8343, top1_acc: 0.5309, top5_acc: 0.7648, loss_cls: 2.0087, loss: 2.0087, grad_norm: 4.5137 2020-08-15 20:26:56,223 - mmaction - INFO - Epoch [16][800/940] lr: 1.000e-02, eta: 15:57:30, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.5260, top5_acc: 0.7604, loss_cls: 2.0315, loss: 2.0315, grad_norm: 4.6159 2020-08-15 20:27:11,156 - mmaction - INFO - Epoch [16][820/940] lr: 1.000e-02, eta: 15:57:17, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.5275, top5_acc: 0.7658, loss_cls: 2.0369, loss: 2.0369, grad_norm: 4.5566 2020-08-15 20:27:25,897 - mmaction - INFO - Epoch [16][840/940] lr: 1.000e-02, eta: 15:57:04, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.5271, top5_acc: 0.7547, loss_cls: 2.0497, loss: 2.0497, grad_norm: 4.5280 2020-08-15 20:27:40,293 - mmaction - INFO - Epoch [16][860/940] lr: 1.000e-02, eta: 15:56:48, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.5221, top5_acc: 0.7539, loss_cls: 2.0578, loss: 2.0578, grad_norm: 4.5758 2020-08-15 20:27:54,452 - mmaction - INFO - Epoch [16][880/940] lr: 1.000e-02, eta: 15:56:32, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.5242, top5_acc: 0.7520, loss_cls: 2.0608, loss: 2.0608, grad_norm: 4.4550 2020-08-15 20:28:10,041 - mmaction - INFO - Epoch [16][900/940] lr: 1.000e-02, eta: 15:56:23, time: 0.780, data_time: 0.002, memory: 8343, top1_acc: 0.5170, top5_acc: 0.7572, loss_cls: 2.0626, loss: 2.0626, grad_norm: 4.5701 2020-08-15 20:28:23,959 - mmaction - INFO - Epoch [16][920/940] lr: 1.000e-02, eta: 15:56:05, time: 0.693, data_time: 0.007, memory: 8343, top1_acc: 0.5146, top5_acc: 0.7502, loss_cls: 2.0959, loss: 2.0959, grad_norm: 4.5554 2020-08-15 20:28:38,160 - mmaction - INFO - Epoch [16][940/940] lr: 1.000e-02, eta: 15:55:49, time: 0.713, data_time: 0.007, memory: 8343, top1_acc: 0.5077, top5_acc: 0.7543, loss_cls: 2.0967, loss: 2.0967, grad_norm: 4.6656 2020-08-15 20:28:59,539 - mmaction - INFO - Epoch [17][20/940] lr: 1.000e-02, eta: 15:56:08, time: 1.047, data_time: 0.374, memory: 8343, top1_acc: 0.5305, top5_acc: 0.7654, loss_cls: 1.9976, loss: 1.9976, grad_norm: 4.5849 2020-08-15 20:29:13,451 - mmaction - INFO - Epoch [17][40/940] lr: 1.000e-02, eta: 15:55:51, time: 0.698, data_time: 0.006, memory: 8343, top1_acc: 0.5141, top5_acc: 0.7504, loss_cls: 2.0775, loss: 2.0775, grad_norm: 4.6413 2020-08-15 20:29:28,509 - mmaction - INFO - Epoch [17][60/940] lr: 1.000e-02, eta: 15:55:39, time: 0.749, data_time: 0.004, memory: 8343, top1_acc: 0.5342, top5_acc: 0.7594, loss_cls: 1.9683, loss: 1.9683, grad_norm: 4.4779 2020-08-15 20:29:42,948 - mmaction - INFO - Epoch [17][80/940] lr: 1.000e-02, eta: 15:55:24, time: 0.725, data_time: 0.007, memory: 8343, top1_acc: 0.5328, top5_acc: 0.7709, loss_cls: 1.9849, loss: 1.9849, grad_norm: 4.5346 2020-08-15 20:29:57,275 - mmaction - INFO - Epoch [17][100/940] lr: 1.000e-02, eta: 15:55:08, time: 0.716, data_time: 0.007, memory: 8343, top1_acc: 0.5377, top5_acc: 0.7646, loss_cls: 1.9788, loss: 1.9788, grad_norm: 4.4992 2020-08-15 20:30:11,565 - mmaction - INFO - Epoch [17][120/940] lr: 1.000e-02, eta: 15:54:52, time: 0.715, data_time: 0.004, memory: 8343, top1_acc: 0.5248, top5_acc: 0.7617, loss_cls: 2.0200, loss: 2.0200, grad_norm: 4.5277 2020-08-15 20:30:26,373 - mmaction - INFO - Epoch [17][140/940] lr: 1.000e-02, eta: 15:54:39, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.5336, top5_acc: 0.7625, loss_cls: 2.0041, loss: 2.0041, grad_norm: 4.5829 2020-08-15 20:30:41,490 - mmaction - INFO - Epoch [17][160/940] lr: 1.000e-02, eta: 15:54:28, time: 0.756, data_time: 0.002, memory: 8343, top1_acc: 0.5348, top5_acc: 0.7660, loss_cls: 1.9859, loss: 1.9859, grad_norm: 4.5636 2020-08-15 20:30:55,751 - mmaction - INFO - Epoch [17][180/940] lr: 1.000e-02, eta: 15:54:12, time: 0.710, data_time: 0.006, memory: 8343, top1_acc: 0.5252, top5_acc: 0.7629, loss_cls: 2.0191, loss: 2.0191, grad_norm: 4.5550 2020-08-15 20:31:10,091 - mmaction - INFO - Epoch [17][200/940] lr: 1.000e-02, eta: 15:53:56, time: 0.719, data_time: 0.006, memory: 8343, top1_acc: 0.5312, top5_acc: 0.7756, loss_cls: 1.9650, loss: 1.9650, grad_norm: 4.4967 2020-08-15 20:31:24,638 - mmaction - INFO - Epoch [17][220/940] lr: 1.000e-02, eta: 15:53:41, time: 0.724, data_time: 0.006, memory: 8343, top1_acc: 0.5441, top5_acc: 0.7838, loss_cls: 1.9419, loss: 1.9419, grad_norm: 4.4437 2020-08-15 20:31:39,111 - mmaction - INFO - Epoch [17][240/940] lr: 1.000e-02, eta: 15:53:27, time: 0.727, data_time: 0.007, memory: 8343, top1_acc: 0.5305, top5_acc: 0.7650, loss_cls: 1.9923, loss: 1.9923, grad_norm: 4.4473 2020-08-15 20:31:53,526 - mmaction - INFO - Epoch [17][260/940] lr: 1.000e-02, eta: 15:53:12, time: 0.720, data_time: 0.002, memory: 8343, top1_acc: 0.5338, top5_acc: 0.7602, loss_cls: 2.0025, loss: 2.0025, grad_norm: 4.6099 2020-08-15 20:32:08,423 - mmaction - INFO - Epoch [17][280/940] lr: 1.000e-02, eta: 15:52:59, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.5242, top5_acc: 0.7543, loss_cls: 2.0572, loss: 2.0572, grad_norm: 4.6571 2020-08-15 20:32:23,408 - mmaction - INFO - Epoch [17][300/940] lr: 1.000e-02, eta: 15:52:47, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.5326, top5_acc: 0.7643, loss_cls: 1.9897, loss: 1.9897, grad_norm: 4.5713 2020-08-15 20:32:37,523 - mmaction - INFO - Epoch [17][320/940] lr: 1.000e-02, eta: 15:52:30, time: 0.706, data_time: 0.006, memory: 8343, top1_acc: 0.5283, top5_acc: 0.7609, loss_cls: 2.0347, loss: 2.0347, grad_norm: 4.6609 2020-08-15 20:32:52,598 - mmaction - INFO - Epoch [17][340/940] lr: 1.000e-02, eta: 15:52:19, time: 0.754, data_time: 0.003, memory: 8343, top1_acc: 0.5254, top5_acc: 0.7635, loss_cls: 2.0181, loss: 2.0181, grad_norm: 4.5638 2020-08-15 20:33:08,059 - mmaction - INFO - Epoch [17][360/940] lr: 1.000e-02, eta: 15:52:08, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.5320, top5_acc: 0.7557, loss_cls: 2.0123, loss: 2.0123, grad_norm: 4.5238 2020-08-15 20:33:22,506 - mmaction - INFO - Epoch [17][380/940] lr: 1.000e-02, eta: 15:51:54, time: 0.726, data_time: 0.007, memory: 8343, top1_acc: 0.5320, top5_acc: 0.7641, loss_cls: 2.0004, loss: 2.0004, grad_norm: 4.5851 2020-08-15 20:33:36,699 - mmaction - INFO - Epoch [17][400/940] lr: 1.000e-02, eta: 15:51:37, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.5340, top5_acc: 0.7744, loss_cls: 1.9670, loss: 1.9670, grad_norm: 4.4842 2020-08-15 20:33:51,960 - mmaction - INFO - Epoch [17][420/940] lr: 1.000e-02, eta: 15:51:26, time: 0.765, data_time: 0.007, memory: 8343, top1_acc: 0.5254, top5_acc: 0.7600, loss_cls: 2.0224, loss: 2.0224, grad_norm: 4.5641 2020-08-15 20:34:07,118 - mmaction - INFO - Epoch [17][440/940] lr: 1.000e-02, eta: 15:51:15, time: 0.756, data_time: 0.007, memory: 8343, top1_acc: 0.5283, top5_acc: 0.7568, loss_cls: 2.0271, loss: 2.0271, grad_norm: 4.5430 2020-08-15 20:34:20,838 - mmaction - INFO - Epoch [17][460/940] lr: 1.000e-02, eta: 15:50:57, time: 0.689, data_time: 0.006, memory: 8343, top1_acc: 0.5289, top5_acc: 0.7508, loss_cls: 2.0617, loss: 2.0617, grad_norm: 4.5521 2020-08-15 20:34:36,266 - mmaction - INFO - Epoch [17][480/940] lr: 1.000e-02, eta: 15:50:46, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.5229, top5_acc: 0.7559, loss_cls: 2.0345, loss: 2.0345, grad_norm: 4.4860 2020-08-15 20:34:50,106 - mmaction - INFO - Epoch [17][500/940] lr: 1.000e-02, eta: 15:50:28, time: 0.695, data_time: 0.005, memory: 8343, top1_acc: 0.5348, top5_acc: 0.7709, loss_cls: 1.9887, loss: 1.9887, grad_norm: 4.4589 2020-08-15 20:35:04,531 - mmaction - INFO - Epoch [17][520/940] lr: 1.000e-02, eta: 15:50:13, time: 0.721, data_time: 0.006, memory: 8343, top1_acc: 0.5256, top5_acc: 0.7613, loss_cls: 2.0227, loss: 2.0227, grad_norm: 4.4672 2020-08-15 20:35:18,850 - mmaction - INFO - Epoch [17][540/940] lr: 1.000e-02, eta: 15:49:58, time: 0.716, data_time: 0.002, memory: 8343, top1_acc: 0.5289, top5_acc: 0.7637, loss_cls: 2.0263, loss: 2.0263, grad_norm: 4.5318 2020-08-15 20:35:33,300 - mmaction - INFO - Epoch [17][560/940] lr: 1.000e-02, eta: 15:49:43, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.5340, top5_acc: 0.7730, loss_cls: 1.9673, loss: 1.9673, grad_norm: 4.4392 2020-08-15 20:35:48,511 - mmaction - INFO - Epoch [17][580/940] lr: 1.000e-02, eta: 15:49:32, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.5309, top5_acc: 0.7648, loss_cls: 1.9845, loss: 1.9845, grad_norm: 4.5406 2020-08-15 20:36:03,828 - mmaction - INFO - Epoch [17][600/940] lr: 1.000e-02, eta: 15:49:21, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.5301, top5_acc: 0.7672, loss_cls: 2.0009, loss: 2.0009, grad_norm: 4.5739 2020-08-15 20:36:17,849 - mmaction - INFO - Epoch [17][620/940] lr: 1.000e-02, eta: 15:49:04, time: 0.704, data_time: 0.007, memory: 8343, top1_acc: 0.5180, top5_acc: 0.7590, loss_cls: 2.0529, loss: 2.0529, grad_norm: 4.5571 2020-08-15 20:36:32,378 - mmaction - INFO - Epoch [17][640/940] lr: 1.000e-02, eta: 15:48:49, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.5299, top5_acc: 0.7615, loss_cls: 2.0329, loss: 2.0329, grad_norm: 4.5599 2020-08-15 20:36:47,412 - mmaction - INFO - Epoch [17][660/940] lr: 1.000e-02, eta: 15:48:37, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.5281, top5_acc: 0.7514, loss_cls: 2.0693, loss: 2.0693, grad_norm: 4.6009 2020-08-15 20:37:02,077 - mmaction - INFO - Epoch [17][680/940] lr: 1.000e-02, eta: 15:48:23, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.5268, top5_acc: 0.7561, loss_cls: 2.0319, loss: 2.0319, grad_norm: 4.5238 2020-08-15 20:37:16,886 - mmaction - INFO - Epoch [17][700/940] lr: 1.000e-02, eta: 15:48:10, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.5400, top5_acc: 0.7699, loss_cls: 1.9943, loss: 1.9943, grad_norm: 4.5706 2020-08-15 20:37:31,106 - mmaction - INFO - Epoch [17][720/940] lr: 1.000e-02, eta: 15:47:54, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.5268, top5_acc: 0.7580, loss_cls: 2.0292, loss: 2.0292, grad_norm: 4.5990 2020-08-15 20:37:46,233 - mmaction - INFO - Epoch [17][740/940] lr: 1.000e-02, eta: 15:47:42, time: 0.759, data_time: 0.007, memory: 8343, top1_acc: 0.5260, top5_acc: 0.7672, loss_cls: 2.0008, loss: 2.0008, grad_norm: 4.5795 2020-08-15 20:38:00,494 - mmaction - INFO - Epoch [17][760/940] lr: 1.000e-02, eta: 15:47:26, time: 0.710, data_time: 0.007, memory: 8343, top1_acc: 0.5264, top5_acc: 0.7617, loss_cls: 2.0279, loss: 2.0279, grad_norm: 4.6008 2020-08-15 20:38:16,058 - mmaction - INFO - Epoch [17][780/940] lr: 1.000e-02, eta: 15:47:17, time: 0.781, data_time: 0.007, memory: 8343, top1_acc: 0.5215, top5_acc: 0.7557, loss_cls: 2.0296, loss: 2.0296, grad_norm: 4.5649 2020-08-15 20:38:30,521 - mmaction - INFO - Epoch [17][800/940] lr: 1.000e-02, eta: 15:47:02, time: 0.720, data_time: 0.006, memory: 8343, top1_acc: 0.5322, top5_acc: 0.7566, loss_cls: 2.0596, loss: 2.0596, grad_norm: 4.5719 2020-08-15 20:38:46,092 - mmaction - INFO - Epoch [17][820/940] lr: 1.000e-02, eta: 15:46:52, time: 0.782, data_time: 0.008, memory: 8343, top1_acc: 0.5295, top5_acc: 0.7623, loss_cls: 2.0099, loss: 2.0099, grad_norm: 4.6093 2020-08-15 20:39:02,050 - mmaction - INFO - Epoch [17][840/940] lr: 1.000e-02, eta: 15:46:45, time: 0.796, data_time: 0.006, memory: 8343, top1_acc: 0.5252, top5_acc: 0.7613, loss_cls: 2.0668, loss: 2.0668, grad_norm: 4.6287 2020-08-15 20:39:15,895 - mmaction - INFO - Epoch [17][860/940] lr: 1.000e-02, eta: 15:46:27, time: 0.694, data_time: 0.005, memory: 8343, top1_acc: 0.5314, top5_acc: 0.7598, loss_cls: 2.0145, loss: 2.0145, grad_norm: 4.6411 2020-08-15 20:39:30,382 - mmaction - INFO - Epoch [17][880/940] lr: 1.000e-02, eta: 15:46:12, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.5199, top5_acc: 0.7584, loss_cls: 2.0510, loss: 2.0510, grad_norm: 4.5912 2020-08-15 20:39:45,901 - mmaction - INFO - Epoch [17][900/940] lr: 1.000e-02, eta: 15:46:02, time: 0.776, data_time: 0.002, memory: 8343, top1_acc: 0.5264, top5_acc: 0.7561, loss_cls: 2.0400, loss: 2.0400, grad_norm: 4.5652 2020-08-15 20:40:00,424 - mmaction - INFO - Epoch [17][920/940] lr: 1.000e-02, eta: 15:45:48, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.5164, top5_acc: 0.7484, loss_cls: 2.0824, loss: 2.0824, grad_norm: 4.5954 2020-08-15 20:40:14,054 - mmaction - INFO - Epoch [17][940/940] lr: 1.000e-02, eta: 15:45:29, time: 0.681, data_time: 0.004, memory: 8343, top1_acc: 0.5217, top5_acc: 0.7581, loss_cls: 2.0483, loss: 2.0483, grad_norm: 4.6673 2020-08-15 20:40:35,395 - mmaction - INFO - Epoch [18][20/940] lr: 1.000e-02, eta: 15:45:45, time: 1.044, data_time: 0.414, memory: 8343, top1_acc: 0.5377, top5_acc: 0.7775, loss_cls: 1.9391, loss: 1.9391, grad_norm: 4.4908 2020-08-15 20:40:48,900 - mmaction - INFO - Epoch [18][40/940] lr: 1.000e-02, eta: 15:45:25, time: 0.676, data_time: 0.005, memory: 8343, top1_acc: 0.5342, top5_acc: 0.7689, loss_cls: 1.9870, loss: 1.9870, grad_norm: 4.5242 2020-08-15 20:41:03,707 - mmaction - INFO - Epoch [18][60/940] lr: 1.000e-02, eta: 15:45:12, time: 0.740, data_time: 0.004, memory: 8343, top1_acc: 0.5453, top5_acc: 0.7736, loss_cls: 1.9336, loss: 1.9336, grad_norm: 4.4762 2020-08-15 20:41:17,749 - mmaction - INFO - Epoch [18][80/940] lr: 1.000e-02, eta: 15:44:55, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.5557, top5_acc: 0.7775, loss_cls: 1.9146, loss: 1.9146, grad_norm: 4.4101 2020-08-15 20:41:32,038 - mmaction - INFO - Epoch [18][100/940] lr: 1.000e-02, eta: 15:44:39, time: 0.718, data_time: 0.007, memory: 8343, top1_acc: 0.5504, top5_acc: 0.7803, loss_cls: 1.9197, loss: 1.9197, grad_norm: 4.4296 2020-08-15 20:41:47,438 - mmaction - INFO - Epoch [18][120/940] lr: 1.000e-02, eta: 15:44:29, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.5297, top5_acc: 0.7672, loss_cls: 2.0163, loss: 2.0163, grad_norm: 4.5742 2020-08-15 20:42:02,508 - mmaction - INFO - Epoch [18][140/940] lr: 1.000e-02, eta: 15:44:17, time: 0.753, data_time: 0.002, memory: 8343, top1_acc: 0.5248, top5_acc: 0.7594, loss_cls: 2.0454, loss: 2.0454, grad_norm: 4.5923 2020-08-15 20:42:16,444 - mmaction - INFO - Epoch [18][160/940] lr: 1.000e-02, eta: 15:43:59, time: 0.697, data_time: 0.002, memory: 8343, top1_acc: 0.5359, top5_acc: 0.7691, loss_cls: 1.9819, loss: 1.9819, grad_norm: 4.5763 2020-08-15 20:42:31,227 - mmaction - INFO - Epoch [18][180/940] lr: 1.000e-02, eta: 15:43:46, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.5328, top5_acc: 0.7596, loss_cls: 2.0036, loss: 2.0036, grad_norm: 4.5659 2020-08-15 20:42:45,684 - mmaction - INFO - Epoch [18][200/940] lr: 1.000e-02, eta: 15:43:31, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.5402, top5_acc: 0.7707, loss_cls: 1.9662, loss: 1.9662, grad_norm: 4.5588 2020-08-15 20:43:00,440 - mmaction - INFO - Epoch [18][220/940] lr: 1.000e-02, eta: 15:43:17, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.5363, top5_acc: 0.7732, loss_cls: 1.9809, loss: 1.9809, grad_norm: 4.5115 2020-08-15 20:43:15,314 - mmaction - INFO - Epoch [18][240/940] lr: 1.000e-02, eta: 15:43:04, time: 0.744, data_time: 0.002, memory: 8343, top1_acc: 0.5424, top5_acc: 0.7789, loss_cls: 1.9465, loss: 1.9465, grad_norm: 4.5113 2020-08-15 20:43:29,774 - mmaction - INFO - Epoch [18][260/940] lr: 1.000e-02, eta: 15:42:49, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.5371, top5_acc: 0.7684, loss_cls: 1.9833, loss: 1.9833, grad_norm: 4.6041 2020-08-15 20:43:44,493 - mmaction - INFO - Epoch [18][280/940] lr: 1.000e-02, eta: 15:42:36, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.5328, top5_acc: 0.7643, loss_cls: 1.9974, loss: 1.9974, grad_norm: 4.5529 2020-08-15 20:43:59,225 - mmaction - INFO - Epoch [18][300/940] lr: 1.000e-02, eta: 15:42:22, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.5301, top5_acc: 0.7619, loss_cls: 1.9944, loss: 1.9944, grad_norm: 4.6221 2020-08-15 20:44:15,028 - mmaction - INFO - Epoch [18][320/940] lr: 1.000e-02, eta: 15:42:13, time: 0.794, data_time: 0.007, memory: 8343, top1_acc: 0.5395, top5_acc: 0.7691, loss_cls: 1.9809, loss: 1.9809, grad_norm: 4.5759 2020-08-15 20:44:29,836 - mmaction - INFO - Epoch [18][340/940] lr: 1.000e-02, eta: 15:42:00, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.5383, top5_acc: 0.7646, loss_cls: 1.9854, loss: 1.9854, grad_norm: 4.4855 2020-08-15 20:44:43,907 - mmaction - INFO - Epoch [18][360/940] lr: 1.000e-02, eta: 15:41:43, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.5389, top5_acc: 0.7742, loss_cls: 1.9474, loss: 1.9474, grad_norm: 4.4994 2020-08-15 20:44:59,404 - mmaction - INFO - Epoch [18][380/940] lr: 1.000e-02, eta: 15:41:33, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.5395, top5_acc: 0.7646, loss_cls: 1.9715, loss: 1.9715, grad_norm: 4.5604 2020-08-15 20:45:13,285 - mmaction - INFO - Epoch [18][400/940] lr: 1.000e-02, eta: 15:41:15, time: 0.696, data_time: 0.006, memory: 8343, top1_acc: 0.5371, top5_acc: 0.7678, loss_cls: 1.9812, loss: 1.9812, grad_norm: 4.6191 2020-08-15 20:45:27,824 - mmaction - INFO - Epoch [18][420/940] lr: 1.000e-02, eta: 15:41:01, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.5309, top5_acc: 0.7658, loss_cls: 1.9878, loss: 1.9878, grad_norm: 4.5404 2020-08-15 20:45:43,048 - mmaction - INFO - Epoch [18][440/940] lr: 1.000e-02, eta: 15:40:49, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.5346, top5_acc: 0.7660, loss_cls: 2.0336, loss: 2.0336, grad_norm: 4.6034 2020-08-15 20:45:57,553 - mmaction - INFO - Epoch [18][460/940] lr: 1.000e-02, eta: 15:40:34, time: 0.724, data_time: 0.007, memory: 8343, top1_acc: 0.5373, top5_acc: 0.7699, loss_cls: 1.9757, loss: 1.9757, grad_norm: 4.5836 2020-08-15 20:46:12,338 - mmaction - INFO - Epoch [18][480/940] lr: 1.000e-02, eta: 15:40:21, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.5172, top5_acc: 0.7541, loss_cls: 2.0638, loss: 2.0638, grad_norm: 4.6917 2020-08-15 20:46:26,935 - mmaction - INFO - Epoch [18][500/940] lr: 1.000e-02, eta: 15:40:07, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.5383, top5_acc: 0.7668, loss_cls: 2.0084, loss: 2.0084, grad_norm: 4.6269 2020-08-15 20:46:41,529 - mmaction - INFO - Epoch [18][520/940] lr: 1.000e-02, eta: 15:39:52, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.5201, top5_acc: 0.7537, loss_cls: 2.0436, loss: 2.0436, grad_norm: 4.6054 2020-08-15 20:46:55,847 - mmaction - INFO - Epoch [18][540/940] lr: 1.000e-02, eta: 15:39:37, time: 0.713, data_time: 0.006, memory: 8343, top1_acc: 0.5250, top5_acc: 0.7541, loss_cls: 2.0542, loss: 2.0542, grad_norm: 4.6117 2020-08-15 20:47:10,389 - mmaction - INFO - Epoch [18][560/940] lr: 1.000e-02, eta: 15:39:22, time: 0.730, data_time: 0.006, memory: 8343, top1_acc: 0.5391, top5_acc: 0.7625, loss_cls: 1.9978, loss: 1.9978, grad_norm: 4.5532 2020-08-15 20:47:25,637 - mmaction - INFO - Epoch [18][580/940] lr: 1.000e-02, eta: 15:39:11, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.5357, top5_acc: 0.7670, loss_cls: 1.9787, loss: 1.9787, grad_norm: 4.5057 2020-08-15 20:47:39,974 - mmaction - INFO - Epoch [18][600/940] lr: 1.000e-02, eta: 15:38:55, time: 0.719, data_time: 0.006, memory: 8343, top1_acc: 0.5314, top5_acc: 0.7682, loss_cls: 1.9837, loss: 1.9837, grad_norm: 4.6132 2020-08-15 20:47:55,352 - mmaction - INFO - Epoch [18][620/940] lr: 1.000e-02, eta: 15:38:45, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.5387, top5_acc: 0.7580, loss_cls: 2.0077, loss: 2.0077, grad_norm: 4.6079 2020-08-15 20:48:09,432 - mmaction - INFO - Epoch [18][640/940] lr: 1.000e-02, eta: 15:38:28, time: 0.704, data_time: 0.002, memory: 8343, top1_acc: 0.5277, top5_acc: 0.7621, loss_cls: 2.0333, loss: 2.0333, grad_norm: 4.5838 2020-08-15 20:48:24,353 - mmaction - INFO - Epoch [18][660/940] lr: 1.000e-02, eta: 15:38:15, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.5324, top5_acc: 0.7748, loss_cls: 1.9806, loss: 1.9806, grad_norm: 4.5948 2020-08-15 20:48:39,263 - mmaction - INFO - Epoch [18][680/940] lr: 1.000e-02, eta: 15:38:02, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.5266, top5_acc: 0.7615, loss_cls: 2.0053, loss: 2.0053, grad_norm: 4.5262 2020-08-15 20:48:55,398 - mmaction - INFO - Epoch [18][700/940] lr: 1.000e-02, eta: 15:37:55, time: 0.808, data_time: 0.005, memory: 8343, top1_acc: 0.5303, top5_acc: 0.7617, loss_cls: 2.0401, loss: 2.0401, grad_norm: 4.5975 2020-08-15 20:49:09,613 - mmaction - INFO - Epoch [18][720/940] lr: 1.000e-02, eta: 15:37:39, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.5248, top5_acc: 0.7586, loss_cls: 2.0063, loss: 2.0063, grad_norm: 4.5128 2020-08-15 20:49:25,565 - mmaction - INFO - Epoch [18][740/940] lr: 1.000e-02, eta: 15:37:31, time: 0.799, data_time: 0.005, memory: 8343, top1_acc: 0.5381, top5_acc: 0.7648, loss_cls: 1.9815, loss: 1.9815, grad_norm: 4.5058 2020-08-15 20:49:39,617 - mmaction - INFO - Epoch [18][760/940] lr: 1.000e-02, eta: 15:37:14, time: 0.701, data_time: 0.006, memory: 8343, top1_acc: 0.5311, top5_acc: 0.7572, loss_cls: 2.0107, loss: 2.0107, grad_norm: 4.5107 2020-08-15 20:49:54,549 - mmaction - INFO - Epoch [18][780/940] lr: 1.000e-02, eta: 15:37:01, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.5297, top5_acc: 0.7615, loss_cls: 2.0003, loss: 2.0003, grad_norm: 4.5114 2020-08-15 20:50:10,071 - mmaction - INFO - Epoch [18][800/940] lr: 1.000e-02, eta: 15:36:51, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.5316, top5_acc: 0.7596, loss_cls: 2.0012, loss: 2.0012, grad_norm: 4.5239 2020-08-15 20:50:24,060 - mmaction - INFO - Epoch [18][820/940] lr: 1.000e-02, eta: 15:36:34, time: 0.703, data_time: 0.007, memory: 8343, top1_acc: 0.5293, top5_acc: 0.7619, loss_cls: 2.0184, loss: 2.0184, grad_norm: 4.5650 2020-08-15 20:50:39,114 - mmaction - INFO - Epoch [18][840/940] lr: 1.000e-02, eta: 15:36:21, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.5221, top5_acc: 0.7469, loss_cls: 2.0882, loss: 2.0882, grad_norm: 4.5656 2020-08-15 20:50:54,104 - mmaction - INFO - Epoch [18][860/940] lr: 1.000e-02, eta: 15:36:09, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.5256, top5_acc: 0.7557, loss_cls: 2.0672, loss: 2.0672, grad_norm: 4.5723 2020-08-15 20:51:09,189 - mmaction - INFO - Epoch [18][880/940] lr: 1.000e-02, eta: 15:35:57, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.5340, top5_acc: 0.7627, loss_cls: 2.0005, loss: 2.0005, grad_norm: 4.5968 2020-08-15 20:51:24,376 - mmaction - INFO - Epoch [18][900/940] lr: 1.000e-02, eta: 15:35:45, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.5385, top5_acc: 0.7627, loss_cls: 2.0014, loss: 2.0014, grad_norm: 4.5114 2020-08-15 20:51:39,138 - mmaction - INFO - Epoch [18][920/940] lr: 1.000e-02, eta: 15:35:31, time: 0.738, data_time: 0.007, memory: 8343, top1_acc: 0.5328, top5_acc: 0.7695, loss_cls: 1.9771, loss: 1.9771, grad_norm: 4.5726 2020-08-15 20:51:53,134 - mmaction - INFO - Epoch [18][940/940] lr: 1.000e-02, eta: 15:35:14, time: 0.700, data_time: 0.005, memory: 8343, top1_acc: 0.5337, top5_acc: 0.7612, loss_cls: 2.0283, loss: 2.0283, grad_norm: 4.6407 2020-08-15 20:52:14,745 - mmaction - INFO - Epoch [19][20/940] lr: 1.000e-02, eta: 15:35:30, time: 1.062, data_time: 0.392, memory: 8343, top1_acc: 0.5590, top5_acc: 0.7734, loss_cls: 1.9489, loss: 1.9489, grad_norm: 4.4854 2020-08-15 20:52:28,826 - mmaction - INFO - Epoch [19][40/940] lr: 1.000e-02, eta: 15:35:13, time: 0.702, data_time: 0.002, memory: 8343, top1_acc: 0.5402, top5_acc: 0.7723, loss_cls: 1.9348, loss: 1.9348, grad_norm: 4.4276 2020-08-15 20:52:43,110 - mmaction - INFO - Epoch [19][60/940] lr: 1.000e-02, eta: 15:34:57, time: 0.717, data_time: 0.007, memory: 8343, top1_acc: 0.5324, top5_acc: 0.7801, loss_cls: 1.9466, loss: 1.9466, grad_norm: 4.4840 2020-08-15 20:52:57,525 - mmaction - INFO - Epoch [19][80/940] lr: 1.000e-02, eta: 15:34:42, time: 0.720, data_time: 0.007, memory: 8343, top1_acc: 0.5371, top5_acc: 0.7697, loss_cls: 1.9671, loss: 1.9671, grad_norm: 4.4969 2020-08-15 20:53:12,573 - mmaction - INFO - Epoch [19][100/940] lr: 1.000e-02, eta: 15:34:30, time: 0.753, data_time: 0.004, memory: 8343, top1_acc: 0.5373, top5_acc: 0.7693, loss_cls: 1.9790, loss: 1.9790, grad_norm: 4.4828 2020-08-15 20:53:27,195 - mmaction - INFO - Epoch [19][120/940] lr: 1.000e-02, eta: 15:34:15, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.5498, top5_acc: 0.7730, loss_cls: 1.9446, loss: 1.9446, grad_norm: 4.4203 2020-08-15 20:53:42,760 - mmaction - INFO - Epoch [19][140/940] lr: 1.000e-02, eta: 15:34:05, time: 0.782, data_time: 0.007, memory: 8343, top1_acc: 0.5334, top5_acc: 0.7627, loss_cls: 1.9953, loss: 1.9953, grad_norm: 4.5773 2020-08-15 20:53:56,839 - mmaction - INFO - Epoch [19][160/940] lr: 1.000e-02, eta: 15:33:48, time: 0.701, data_time: 0.005, memory: 8343, top1_acc: 0.5393, top5_acc: 0.7715, loss_cls: 1.9671, loss: 1.9671, grad_norm: 4.5089 2020-08-15 20:54:11,581 - mmaction - INFO - Epoch [19][180/940] lr: 1.000e-02, eta: 15:33:35, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.5293, top5_acc: 0.7707, loss_cls: 1.9959, loss: 1.9959, grad_norm: 4.5619 2020-08-15 20:54:26,048 - mmaction - INFO - Epoch [19][200/940] lr: 1.000e-02, eta: 15:33:20, time: 0.724, data_time: 0.006, memory: 8343, top1_acc: 0.5385, top5_acc: 0.7689, loss_cls: 1.9786, loss: 1.9786, grad_norm: 4.5121 2020-08-15 20:54:41,546 - mmaction - INFO - Epoch [19][220/940] lr: 1.000e-02, eta: 15:33:09, time: 0.773, data_time: 0.007, memory: 8343, top1_acc: 0.5373, top5_acc: 0.7656, loss_cls: 1.9917, loss: 1.9917, grad_norm: 4.5287 2020-08-15 20:54:55,947 - mmaction - INFO - Epoch [19][240/940] lr: 1.000e-02, eta: 15:32:54, time: 0.722, data_time: 0.006, memory: 8343, top1_acc: 0.5457, top5_acc: 0.7807, loss_cls: 1.9175, loss: 1.9175, grad_norm: 4.4779 2020-08-15 20:55:10,865 - mmaction - INFO - Epoch [19][260/940] lr: 1.000e-02, eta: 15:32:41, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.5416, top5_acc: 0.7744, loss_cls: 1.9477, loss: 1.9477, grad_norm: 4.5611 2020-08-15 20:55:25,141 - mmaction - INFO - Epoch [19][280/940] lr: 1.000e-02, eta: 15:32:25, time: 0.717, data_time: 0.007, memory: 8343, top1_acc: 0.5291, top5_acc: 0.7654, loss_cls: 2.0058, loss: 2.0058, grad_norm: 4.6371 2020-08-15 20:55:40,077 - mmaction - INFO - Epoch [19][300/940] lr: 1.000e-02, eta: 15:32:12, time: 0.745, data_time: 0.007, memory: 8343, top1_acc: 0.5400, top5_acc: 0.7691, loss_cls: 1.9864, loss: 1.9864, grad_norm: 4.6540 2020-08-15 20:55:54,909 - mmaction - INFO - Epoch [19][320/940] lr: 1.000e-02, eta: 15:31:59, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.5355, top5_acc: 0.7568, loss_cls: 2.0090, loss: 2.0090, grad_norm: 4.6050 2020-08-15 20:56:10,310 - mmaction - INFO - Epoch [19][340/940] lr: 1.000e-02, eta: 15:31:48, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.5400, top5_acc: 0.7756, loss_cls: 1.9375, loss: 1.9375, grad_norm: 4.5346 2020-08-15 20:56:24,295 - mmaction - INFO - Epoch [19][360/940] lr: 1.000e-02, eta: 15:31:30, time: 0.697, data_time: 0.006, memory: 8343, top1_acc: 0.5354, top5_acc: 0.7668, loss_cls: 1.9816, loss: 1.9816, grad_norm: 4.6021 2020-08-15 20:56:39,047 - mmaction - INFO - Epoch [19][380/940] lr: 1.000e-02, eta: 15:31:17, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.5307, top5_acc: 0.7641, loss_cls: 1.9945, loss: 1.9945, grad_norm: 4.5621 2020-08-15 20:56:53,303 - mmaction - INFO - Epoch [19][400/940] lr: 1.000e-02, eta: 15:31:01, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.5457, top5_acc: 0.7729, loss_cls: 1.9450, loss: 1.9450, grad_norm: 4.4924 2020-08-15 20:57:08,019 - mmaction - INFO - Epoch [19][420/940] lr: 1.000e-02, eta: 15:30:47, time: 0.733, data_time: 0.007, memory: 8343, top1_acc: 0.5373, top5_acc: 0.7615, loss_cls: 2.0085, loss: 2.0085, grad_norm: 4.5507 2020-08-15 20:57:22,905 - mmaction - INFO - Epoch [19][440/940] lr: 1.000e-02, eta: 15:30:34, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.5436, top5_acc: 0.7711, loss_cls: 1.9638, loss: 1.9638, grad_norm: 4.5146 2020-08-15 20:57:37,140 - mmaction - INFO - Epoch [19][460/940] lr: 1.000e-02, eta: 15:30:18, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.5471, top5_acc: 0.7701, loss_cls: 1.9797, loss: 1.9797, grad_norm: 4.5502 2020-08-15 20:57:53,682 - mmaction - INFO - Epoch [19][480/940] lr: 1.000e-02, eta: 15:30:12, time: 0.830, data_time: 0.006, memory: 8343, top1_acc: 0.5418, top5_acc: 0.7760, loss_cls: 1.9535, loss: 1.9535, grad_norm: 4.5619 2020-08-15 20:58:06,894 - mmaction - INFO - Epoch [19][500/940] lr: 1.000e-02, eta: 15:29:51, time: 0.661, data_time: 0.003, memory: 8343, top1_acc: 0.5340, top5_acc: 0.7666, loss_cls: 1.9824, loss: 1.9824, grad_norm: 4.5451 2020-08-15 20:58:21,280 - mmaction - INFO - Epoch [19][520/940] lr: 1.000e-02, eta: 15:29:36, time: 0.717, data_time: 0.006, memory: 8343, top1_acc: 0.5354, top5_acc: 0.7717, loss_cls: 1.9657, loss: 1.9657, grad_norm: 4.5693 2020-08-15 20:58:36,471 - mmaction - INFO - Epoch [19][540/940] lr: 1.000e-02, eta: 15:29:24, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.5338, top5_acc: 0.7658, loss_cls: 1.9878, loss: 1.9878, grad_norm: 4.5382 2020-08-15 20:58:50,455 - mmaction - INFO - Epoch [19][560/940] lr: 1.000e-02, eta: 15:29:07, time: 0.697, data_time: 0.007, memory: 8343, top1_acc: 0.5434, top5_acc: 0.7699, loss_cls: 1.9733, loss: 1.9733, grad_norm: 4.5424 2020-08-15 20:59:04,944 - mmaction - INFO - Epoch [19][580/940] lr: 1.000e-02, eta: 15:28:52, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.5311, top5_acc: 0.7611, loss_cls: 2.0077, loss: 2.0077, grad_norm: 4.5316 2020-08-15 20:59:19,249 - mmaction - INFO - Epoch [19][600/940] lr: 1.000e-02, eta: 15:28:36, time: 0.713, data_time: 0.006, memory: 8343, top1_acc: 0.5402, top5_acc: 0.7727, loss_cls: 1.9701, loss: 1.9701, grad_norm: 4.5561 2020-08-15 20:59:33,223 - mmaction - INFO - Epoch [19][620/940] lr: 1.000e-02, eta: 15:28:19, time: 0.701, data_time: 0.005, memory: 8343, top1_acc: 0.5213, top5_acc: 0.7629, loss_cls: 2.0356, loss: 2.0356, grad_norm: 4.7056 2020-08-15 20:59:47,670 - mmaction - INFO - Epoch [19][640/940] lr: 1.000e-02, eta: 15:28:04, time: 0.719, data_time: 0.006, memory: 8343, top1_acc: 0.5312, top5_acc: 0.7680, loss_cls: 2.0211, loss: 2.0211, grad_norm: 4.5731 2020-08-15 21:00:03,834 - mmaction - INFO - Epoch [19][660/940] lr: 1.000e-02, eta: 15:27:52, time: 0.761, data_time: 0.007, memory: 8343, top1_acc: 0.5332, top5_acc: 0.7566, loss_cls: 2.0151, loss: 2.0151, grad_norm: 4.5616 2020-08-15 21:00:18,427 - mmaction - INFO - Epoch [19][680/940] lr: 1.000e-02, eta: 15:27:42, time: 0.780, data_time: 0.055, memory: 8343, top1_acc: 0.5301, top5_acc: 0.7699, loss_cls: 2.0014, loss: 2.0014, grad_norm: 4.5905 2020-08-15 21:00:32,572 - mmaction - INFO - Epoch [19][700/940] lr: 1.000e-02, eta: 15:27:25, time: 0.704, data_time: 0.007, memory: 8343, top1_acc: 0.5398, top5_acc: 0.7754, loss_cls: 1.9453, loss: 1.9453, grad_norm: 4.4863 2020-08-15 21:00:46,777 - mmaction - INFO - Epoch [19][720/940] lr: 1.000e-02, eta: 15:27:09, time: 0.714, data_time: 0.007, memory: 8343, top1_acc: 0.5371, top5_acc: 0.7664, loss_cls: 1.9998, loss: 1.9998, grad_norm: 4.6105 2020-08-15 21:01:00,717 - mmaction - INFO - Epoch [19][740/940] lr: 1.000e-02, eta: 15:26:52, time: 0.695, data_time: 0.006, memory: 8343, top1_acc: 0.5246, top5_acc: 0.7609, loss_cls: 2.0327, loss: 2.0327, grad_norm: 4.5654 2020-08-15 21:01:15,639 - mmaction - INFO - Epoch [19][760/940] lr: 1.000e-02, eta: 15:26:39, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.5312, top5_acc: 0.7594, loss_cls: 1.9854, loss: 1.9854, grad_norm: 4.6149 2020-08-15 21:01:29,506 - mmaction - INFO - Epoch [19][780/940] lr: 1.000e-02, eta: 15:26:21, time: 0.691, data_time: 0.005, memory: 8343, top1_acc: 0.5299, top5_acc: 0.7656, loss_cls: 2.0075, loss: 2.0075, grad_norm: 4.5679 2020-08-15 21:01:43,649 - mmaction - INFO - Epoch [19][800/940] lr: 1.000e-02, eta: 15:26:05, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.5326, top5_acc: 0.7572, loss_cls: 2.0295, loss: 2.0295, grad_norm: 4.6549 2020-08-15 21:01:58,212 - mmaction - INFO - Epoch [19][820/940] lr: 1.000e-02, eta: 15:25:50, time: 0.726, data_time: 0.007, memory: 8343, top1_acc: 0.5373, top5_acc: 0.7723, loss_cls: 1.9763, loss: 1.9763, grad_norm: 4.5223 2020-08-15 21:02:13,055 - mmaction - INFO - Epoch [19][840/940] lr: 1.000e-02, eta: 15:25:37, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.5355, top5_acc: 0.7707, loss_cls: 1.9925, loss: 1.9925, grad_norm: 4.5688 2020-08-15 21:02:26,897 - mmaction - INFO - Epoch [19][860/940] lr: 1.000e-02, eta: 15:25:19, time: 0.689, data_time: 0.006, memory: 8343, top1_acc: 0.5293, top5_acc: 0.7666, loss_cls: 1.9788, loss: 1.9788, grad_norm: 4.5358 2020-08-15 21:02:40,727 - mmaction - INFO - Epoch [19][880/940] lr: 1.000e-02, eta: 15:25:02, time: 0.695, data_time: 0.007, memory: 8343, top1_acc: 0.5367, top5_acc: 0.7637, loss_cls: 2.0098, loss: 2.0098, grad_norm: 4.4866 2020-08-15 21:02:54,876 - mmaction - INFO - Epoch [19][900/940] lr: 1.000e-02, eta: 15:24:45, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.5279, top5_acc: 0.7658, loss_cls: 1.9959, loss: 1.9959, grad_norm: 4.5693 2020-08-15 21:03:08,874 - mmaction - INFO - Epoch [19][920/940] lr: 1.000e-02, eta: 15:24:28, time: 0.703, data_time: 0.006, memory: 8343, top1_acc: 0.5373, top5_acc: 0.7697, loss_cls: 1.9640, loss: 1.9640, grad_norm: 4.5509 2020-08-15 21:03:22,901 - mmaction - INFO - Epoch [19][940/940] lr: 1.000e-02, eta: 15:24:11, time: 0.700, data_time: 0.005, memory: 8343, top1_acc: 0.5354, top5_acc: 0.7632, loss_cls: 1.9998, loss: 1.9998, grad_norm: 4.6458 2020-08-15 21:03:48,656 - mmaction - INFO - Epoch [20][20/940] lr: 1.000e-02, eta: 15:24:42, time: 1.255, data_time: 0.620, memory: 8343, top1_acc: 0.5463, top5_acc: 0.7713, loss_cls: 1.9615, loss: 1.9615, grad_norm: 4.5620 2020-08-15 21:04:01,843 - mmaction - INFO - Epoch [20][40/940] lr: 1.000e-02, eta: 15:24:21, time: 0.661, data_time: 0.005, memory: 8343, top1_acc: 0.5334, top5_acc: 0.7588, loss_cls: 2.0055, loss: 2.0055, grad_norm: 4.5042 2020-08-15 21:04:16,157 - mmaction - INFO - Epoch [20][60/940] lr: 1.000e-02, eta: 15:24:05, time: 0.714, data_time: 0.006, memory: 8343, top1_acc: 0.5391, top5_acc: 0.7754, loss_cls: 1.9502, loss: 1.9502, grad_norm: 4.5417 2020-08-15 21:04:30,032 - mmaction - INFO - Epoch [20][80/940] lr: 1.000e-02, eta: 15:23:48, time: 0.695, data_time: 0.005, memory: 8343, top1_acc: 0.5455, top5_acc: 0.7676, loss_cls: 1.9738, loss: 1.9738, grad_norm: 4.5649 2020-08-15 21:04:45,075 - mmaction - INFO - Epoch [20][100/940] lr: 1.000e-02, eta: 15:23:35, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.5520, top5_acc: 0.7789, loss_cls: 1.9283, loss: 1.9283, grad_norm: 4.4577 2020-08-15 21:04:59,918 - mmaction - INFO - Epoch [20][120/940] lr: 1.000e-02, eta: 15:23:22, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.5340, top5_acc: 0.7645, loss_cls: 1.9866, loss: 1.9866, grad_norm: 4.5606 2020-08-15 21:05:13,603 - mmaction - INFO - Epoch [20][140/940] lr: 1.000e-02, eta: 15:23:03, time: 0.682, data_time: 0.005, memory: 8343, top1_acc: 0.5236, top5_acc: 0.7564, loss_cls: 2.0323, loss: 2.0323, grad_norm: 4.7174 2020-08-15 21:05:28,787 - mmaction - INFO - Epoch [20][160/940] lr: 1.000e-02, eta: 15:22:52, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.5309, top5_acc: 0.7533, loss_cls: 2.0207, loss: 2.0207, grad_norm: 4.5559 2020-08-15 21:05:42,166 - mmaction - INFO - Epoch [20][180/940] lr: 1.000e-02, eta: 15:22:32, time: 0.666, data_time: 0.008, memory: 8343, top1_acc: 0.5387, top5_acc: 0.7711, loss_cls: 1.9703, loss: 1.9703, grad_norm: 4.4796 2020-08-15 21:05:56,223 - mmaction - INFO - Epoch [20][200/940] lr: 1.000e-02, eta: 15:22:15, time: 0.706, data_time: 0.006, memory: 8343, top1_acc: 0.5455, top5_acc: 0.7729, loss_cls: 1.9350, loss: 1.9350, grad_norm: 4.4540 2020-08-15 21:06:10,244 - mmaction - INFO - Epoch [20][220/940] lr: 1.000e-02, eta: 15:21:58, time: 0.698, data_time: 0.006, memory: 8343, top1_acc: 0.5332, top5_acc: 0.7689, loss_cls: 1.9567, loss: 1.9567, grad_norm: 4.5630 2020-08-15 21:06:24,026 - mmaction - INFO - Epoch [20][240/940] lr: 1.000e-02, eta: 15:21:40, time: 0.692, data_time: 0.006, memory: 8343, top1_acc: 0.5451, top5_acc: 0.7654, loss_cls: 1.9689, loss: 1.9689, grad_norm: 4.4818 2020-08-15 21:06:38,721 - mmaction - INFO - Epoch [20][260/940] lr: 1.000e-02, eta: 15:21:26, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.5418, top5_acc: 0.7730, loss_cls: 1.9768, loss: 1.9768, grad_norm: 4.5951 2020-08-15 21:06:52,303 - mmaction - INFO - Epoch [20][280/940] lr: 1.000e-02, eta: 15:21:08, time: 0.682, data_time: 0.007, memory: 8343, top1_acc: 0.5525, top5_acc: 0.7822, loss_cls: 1.9336, loss: 1.9336, grad_norm: 4.5858 2020-08-15 21:07:07,216 - mmaction - INFO - Epoch [20][300/940] lr: 1.000e-02, eta: 15:20:55, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.5527, top5_acc: 0.7799, loss_cls: 1.9062, loss: 1.9062, grad_norm: 4.4348 2020-08-15 21:07:21,641 - mmaction - INFO - Epoch [20][320/940] lr: 1.000e-02, eta: 15:20:39, time: 0.720, data_time: 0.007, memory: 8343, top1_acc: 0.5453, top5_acc: 0.7734, loss_cls: 1.9498, loss: 1.9498, grad_norm: 4.5289 2020-08-15 21:07:35,220 - mmaction - INFO - Epoch [20][340/940] lr: 1.000e-02, eta: 15:20:21, time: 0.680, data_time: 0.005, memory: 8343, top1_acc: 0.5301, top5_acc: 0.7695, loss_cls: 1.9786, loss: 1.9786, grad_norm: 4.5662 2020-08-15 21:07:49,548 - mmaction - INFO - Epoch [20][360/940] lr: 1.000e-02, eta: 15:20:05, time: 0.714, data_time: 0.006, memory: 8343, top1_acc: 0.5340, top5_acc: 0.7697, loss_cls: 1.9864, loss: 1.9864, grad_norm: 4.6376 2020-08-15 21:08:04,223 - mmaction - INFO - Epoch [20][380/940] lr: 1.000e-02, eta: 15:19:51, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.5486, top5_acc: 0.7703, loss_cls: 1.9562, loss: 1.9562, grad_norm: 4.5694 2020-08-15 21:08:18,414 - mmaction - INFO - Epoch [20][400/940] lr: 1.000e-02, eta: 15:19:35, time: 0.707, data_time: 0.005, memory: 8343, top1_acc: 0.5400, top5_acc: 0.7705, loss_cls: 1.9522, loss: 1.9522, grad_norm: 4.5672 2020-08-15 21:08:32,652 - mmaction - INFO - Epoch [20][420/940] lr: 1.000e-02, eta: 15:19:19, time: 0.714, data_time: 0.006, memory: 8343, top1_acc: 0.5426, top5_acc: 0.7768, loss_cls: 1.9334, loss: 1.9334, grad_norm: 4.4798 2020-08-15 21:08:46,936 - mmaction - INFO - Epoch [20][440/940] lr: 1.000e-02, eta: 15:19:03, time: 0.710, data_time: 0.008, memory: 8343, top1_acc: 0.5303, top5_acc: 0.7654, loss_cls: 2.0121, loss: 2.0121, grad_norm: 4.5486 2020-08-15 21:09:00,975 - mmaction - INFO - Epoch [20][460/940] lr: 1.000e-02, eta: 15:18:46, time: 0.706, data_time: 0.007, memory: 8343, top1_acc: 0.5379, top5_acc: 0.7650, loss_cls: 1.9837, loss: 1.9837, grad_norm: 4.5926 2020-08-15 21:09:15,782 - mmaction - INFO - Epoch [20][480/940] lr: 1.000e-02, eta: 15:18:32, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.5400, top5_acc: 0.7715, loss_cls: 1.9755, loss: 1.9755, grad_norm: 4.5742 2020-08-15 21:09:30,395 - mmaction - INFO - Epoch [20][500/940] lr: 1.000e-02, eta: 15:18:18, time: 0.734, data_time: 0.007, memory: 8343, top1_acc: 0.5447, top5_acc: 0.7805, loss_cls: 1.9502, loss: 1.9502, grad_norm: 4.5969 2020-08-15 21:09:44,595 - mmaction - INFO - Epoch [20][520/940] lr: 1.000e-02, eta: 15:18:02, time: 0.707, data_time: 0.007, memory: 8343, top1_acc: 0.5434, top5_acc: 0.7779, loss_cls: 1.9223, loss: 1.9223, grad_norm: 4.4936 2020-08-15 21:09:58,485 - mmaction - INFO - Epoch [20][540/940] lr: 1.000e-02, eta: 15:17:45, time: 0.698, data_time: 0.007, memory: 8343, top1_acc: 0.5355, top5_acc: 0.7686, loss_cls: 1.9839, loss: 1.9839, grad_norm: 4.6061 2020-08-15 21:10:12,405 - mmaction - INFO - Epoch [20][560/940] lr: 1.000e-02, eta: 15:17:27, time: 0.693, data_time: 0.006, memory: 8343, top1_acc: 0.5367, top5_acc: 0.7697, loss_cls: 1.9626, loss: 1.9626, grad_norm: 4.5347 2020-08-15 21:10:26,250 - mmaction - INFO - Epoch [20][580/940] lr: 1.000e-02, eta: 15:17:10, time: 0.695, data_time: 0.006, memory: 8343, top1_acc: 0.5383, top5_acc: 0.7787, loss_cls: 1.9572, loss: 1.9572, grad_norm: 4.5995 2020-08-15 21:10:40,982 - mmaction - INFO - Epoch [20][600/940] lr: 1.000e-02, eta: 15:16:56, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.5447, top5_acc: 0.7816, loss_cls: 1.9131, loss: 1.9131, grad_norm: 4.5150 2020-08-15 21:10:56,172 - mmaction - INFO - Epoch [20][620/940] lr: 1.000e-02, eta: 15:16:44, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.5275, top5_acc: 0.7625, loss_cls: 2.0332, loss: 2.0332, grad_norm: 4.6378 2020-08-15 21:11:09,600 - mmaction - INFO - Epoch [20][640/940] lr: 1.000e-02, eta: 15:16:25, time: 0.669, data_time: 0.005, memory: 8343, top1_acc: 0.5418, top5_acc: 0.7760, loss_cls: 1.9678, loss: 1.9678, grad_norm: 4.5317 2020-08-15 21:11:23,305 - mmaction - INFO - Epoch [20][660/940] lr: 1.000e-02, eta: 15:16:07, time: 0.687, data_time: 0.006, memory: 8343, top1_acc: 0.5434, top5_acc: 0.7723, loss_cls: 1.9432, loss: 1.9432, grad_norm: 4.5153 2020-08-15 21:11:37,705 - mmaction - INFO - Epoch [20][680/940] lr: 1.000e-02, eta: 15:15:52, time: 0.720, data_time: 0.007, memory: 8343, top1_acc: 0.5324, top5_acc: 0.7617, loss_cls: 1.9990, loss: 1.9990, grad_norm: 4.6290 2020-08-15 21:11:51,574 - mmaction - INFO - Epoch [20][700/940] lr: 1.000e-02, eta: 15:15:34, time: 0.693, data_time: 0.002, memory: 8343, top1_acc: 0.5355, top5_acc: 0.7631, loss_cls: 2.0184, loss: 2.0184, grad_norm: 4.6306 2020-08-15 21:12:05,629 - mmaction - INFO - Epoch [20][720/940] lr: 1.000e-02, eta: 15:15:18, time: 0.703, data_time: 0.006, memory: 8343, top1_acc: 0.5400, top5_acc: 0.7730, loss_cls: 1.9403, loss: 1.9403, grad_norm: 4.5172 2020-08-15 21:12:19,744 - mmaction - INFO - Epoch [20][740/940] lr: 1.000e-02, eta: 15:15:01, time: 0.705, data_time: 0.006, memory: 8343, top1_acc: 0.5336, top5_acc: 0.7723, loss_cls: 1.9666, loss: 1.9666, grad_norm: 4.5487 2020-08-15 21:12:34,340 - mmaction - INFO - Epoch [20][760/940] lr: 1.000e-02, eta: 15:14:47, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.5402, top5_acc: 0.7699, loss_cls: 1.9540, loss: 1.9540, grad_norm: 4.4700 2020-08-15 21:12:48,232 - mmaction - INFO - Epoch [20][780/940] lr: 1.000e-02, eta: 15:14:29, time: 0.691, data_time: 0.006, memory: 8343, top1_acc: 0.5408, top5_acc: 0.7652, loss_cls: 1.9800, loss: 1.9800, grad_norm: 4.5655 2020-08-15 21:13:02,508 - mmaction - INFO - Epoch [20][800/940] lr: 1.000e-02, eta: 15:14:14, time: 0.718, data_time: 0.007, memory: 8343, top1_acc: 0.5439, top5_acc: 0.7744, loss_cls: 1.9628, loss: 1.9628, grad_norm: 4.6003 2020-08-15 21:13:16,643 - mmaction - INFO - Epoch [20][820/940] lr: 1.000e-02, eta: 15:13:57, time: 0.704, data_time: 0.007, memory: 8343, top1_acc: 0.5350, top5_acc: 0.7709, loss_cls: 1.9663, loss: 1.9663, grad_norm: 4.5490 2020-08-15 21:13:30,327 - mmaction - INFO - Epoch [20][840/940] lr: 1.000e-02, eta: 15:13:40, time: 0.687, data_time: 0.006, memory: 8343, top1_acc: 0.5549, top5_acc: 0.7779, loss_cls: 1.9062, loss: 1.9062, grad_norm: 4.4215 2020-08-15 21:13:45,340 - mmaction - INFO - Epoch [20][860/940] lr: 1.000e-02, eta: 15:13:27, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.5340, top5_acc: 0.7639, loss_cls: 1.9919, loss: 1.9919, grad_norm: 4.6156 2020-08-15 21:13:59,584 - mmaction - INFO - Epoch [20][880/940] lr: 1.000e-02, eta: 15:13:11, time: 0.716, data_time: 0.007, memory: 8343, top1_acc: 0.5529, top5_acc: 0.7820, loss_cls: 1.8915, loss: 1.8915, grad_norm: 4.5394 2020-08-15 21:14:13,431 - mmaction - INFO - Epoch [20][900/940] lr: 1.000e-02, eta: 15:12:53, time: 0.691, data_time: 0.005, memory: 8343, top1_acc: 0.5324, top5_acc: 0.7588, loss_cls: 2.0016, loss: 2.0016, grad_norm: 4.6668 2020-08-15 21:14:27,920 - mmaction - INFO - Epoch [20][920/940] lr: 1.000e-02, eta: 15:12:39, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.5311, top5_acc: 0.7635, loss_cls: 2.0115, loss: 2.0115, grad_norm: 4.6358 2020-08-15 21:14:41,306 - mmaction - INFO - Epoch [20][940/940] lr: 1.000e-02, eta: 15:12:19, time: 0.668, data_time: 0.006, memory: 8343, top1_acc: 0.5470, top5_acc: 0.7734, loss_cls: 1.9568, loss: 1.9568, grad_norm: 4.5655 2020-08-15 21:14:41,804 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-08-15 21:15:02,642 - mmaction - INFO - Epoch [21][20/940] lr: 1.000e-02, eta: 15:12:21, time: 0.934, data_time: 0.321, memory: 8343, top1_acc: 0.5432, top5_acc: 0.7787, loss_cls: 1.9275, loss: 1.9275, grad_norm: 4.5809 2020-08-15 21:15:16,765 - mmaction - INFO - Epoch [21][40/940] lr: 1.000e-02, eta: 15:12:05, time: 0.706, data_time: 0.002, memory: 8343, top1_acc: 0.5424, top5_acc: 0.7732, loss_cls: 1.9425, loss: 1.9425, grad_norm: 4.5297 2020-08-15 21:15:29,883 - mmaction - INFO - Epoch [21][60/940] lr: 1.000e-02, eta: 15:11:44, time: 0.654, data_time: 0.005, memory: 8343, top1_acc: 0.5477, top5_acc: 0.7738, loss_cls: 1.9493, loss: 1.9493, grad_norm: 4.5337 2020-08-15 21:15:44,037 - mmaction - INFO - Epoch [21][80/940] lr: 1.000e-02, eta: 15:11:28, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.5559, top5_acc: 0.7830, loss_cls: 1.8725, loss: 1.8725, grad_norm: 4.4636 2020-08-15 21:15:58,648 - mmaction - INFO - Epoch [21][100/940] lr: 1.000e-02, eta: 15:11:14, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.5441, top5_acc: 0.7691, loss_cls: 1.9700, loss: 1.9700, grad_norm: 4.5884 2020-08-15 21:16:12,626 - mmaction - INFO - Epoch [21][120/940] lr: 1.000e-02, eta: 15:10:57, time: 0.700, data_time: 0.005, memory: 8343, top1_acc: 0.5375, top5_acc: 0.7584, loss_cls: 2.0128, loss: 2.0128, grad_norm: 4.6196 2020-08-15 21:16:26,779 - mmaction - INFO - Epoch [21][140/940] lr: 1.000e-02, eta: 15:10:41, time: 0.706, data_time: 0.006, memory: 8343, top1_acc: 0.5441, top5_acc: 0.7707, loss_cls: 1.9624, loss: 1.9624, grad_norm: 4.6105 2020-08-15 21:16:41,773 - mmaction - INFO - Epoch [21][160/940] lr: 1.000e-02, eta: 15:10:28, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.5365, top5_acc: 0.7689, loss_cls: 1.9524, loss: 1.9524, grad_norm: 4.5369 2020-08-15 21:16:56,762 - mmaction - INFO - Epoch [21][180/940] lr: 1.000e-02, eta: 15:10:15, time: 0.748, data_time: 0.007, memory: 8343, top1_acc: 0.5404, top5_acc: 0.7717, loss_cls: 1.9701, loss: 1.9701, grad_norm: 4.5345 2020-08-15 21:17:10,182 - mmaction - INFO - Epoch [21][200/940] lr: 1.000e-02, eta: 15:09:56, time: 0.672, data_time: 0.006, memory: 8343, top1_acc: 0.5344, top5_acc: 0.7691, loss_cls: 1.9695, loss: 1.9695, grad_norm: 4.5663 2020-08-15 21:17:24,085 - mmaction - INFO - Epoch [21][220/940] lr: 1.000e-02, eta: 15:09:39, time: 0.694, data_time: 0.005, memory: 8343, top1_acc: 0.5410, top5_acc: 0.7668, loss_cls: 1.9536, loss: 1.9536, grad_norm: 4.5223 2020-08-15 21:17:38,111 - mmaction - INFO - Epoch [21][240/940] lr: 1.000e-02, eta: 15:09:22, time: 0.703, data_time: 0.005, memory: 8343, top1_acc: 0.5475, top5_acc: 0.7752, loss_cls: 1.9383, loss: 1.9383, grad_norm: 4.4719 2020-08-15 21:17:52,393 - mmaction - INFO - Epoch [21][260/940] lr: 1.000e-02, eta: 15:09:07, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.5346, top5_acc: 0.7668, loss_cls: 1.9798, loss: 1.9798, grad_norm: 4.5262 2020-08-15 21:18:06,312 - mmaction - INFO - Epoch [21][280/940] lr: 1.000e-02, eta: 15:08:50, time: 0.698, data_time: 0.006, memory: 8343, top1_acc: 0.5535, top5_acc: 0.7844, loss_cls: 1.8936, loss: 1.8936, grad_norm: 4.4812 2020-08-15 21:18:21,350 - mmaction - INFO - Epoch [21][300/940] lr: 1.000e-02, eta: 15:08:37, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.5500, top5_acc: 0.7715, loss_cls: 1.9532, loss: 1.9532, grad_norm: 4.5300 2020-08-15 21:18:34,999 - mmaction - INFO - Epoch [21][320/940] lr: 1.000e-02, eta: 15:08:19, time: 0.684, data_time: 0.006, memory: 8343, top1_acc: 0.5443, top5_acc: 0.7670, loss_cls: 1.9719, loss: 1.9719, grad_norm: 4.5777 2020-08-15 21:18:50,044 - mmaction - INFO - Epoch [21][340/940] lr: 1.000e-02, eta: 15:08:06, time: 0.750, data_time: 0.007, memory: 8343, top1_acc: 0.5357, top5_acc: 0.7670, loss_cls: 1.9875, loss: 1.9875, grad_norm: 4.6171 2020-08-15 21:19:05,569 - mmaction - INFO - Epoch [21][360/940] lr: 1.000e-02, eta: 15:07:55, time: 0.779, data_time: 0.007, memory: 8343, top1_acc: 0.5477, top5_acc: 0.7705, loss_cls: 1.9457, loss: 1.9457, grad_norm: 4.5855 2020-08-15 21:19:19,253 - mmaction - INFO - Epoch [21][380/940] lr: 1.000e-02, eta: 15:07:37, time: 0.683, data_time: 0.007, memory: 8343, top1_acc: 0.5402, top5_acc: 0.7703, loss_cls: 1.9539, loss: 1.9539, grad_norm: 4.5278 2020-08-15 21:19:33,157 - mmaction - INFO - Epoch [21][400/940] lr: 1.000e-02, eta: 15:07:20, time: 0.696, data_time: 0.005, memory: 8343, top1_acc: 0.5463, top5_acc: 0.7777, loss_cls: 1.9485, loss: 1.9485, grad_norm: 4.5594 2020-08-15 21:19:47,010 - mmaction - INFO - Epoch [21][420/940] lr: 1.000e-02, eta: 15:07:03, time: 0.692, data_time: 0.005, memory: 8343, top1_acc: 0.5422, top5_acc: 0.7801, loss_cls: 1.9335, loss: 1.9335, grad_norm: 4.5315 2020-08-15 21:20:01,074 - mmaction - INFO - Epoch [21][440/940] lr: 1.000e-02, eta: 15:06:47, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.5520, top5_acc: 0.7803, loss_cls: 1.9176, loss: 1.9176, grad_norm: 4.4595 2020-08-15 21:20:15,194 - mmaction - INFO - Epoch [21][460/940] lr: 1.000e-02, eta: 15:06:30, time: 0.703, data_time: 0.005, memory: 8343, top1_acc: 0.5465, top5_acc: 0.7693, loss_cls: 1.9765, loss: 1.9765, grad_norm: 4.5436 2020-08-15 21:20:29,173 - mmaction - INFO - Epoch [21][480/940] lr: 1.000e-02, eta: 15:06:14, time: 0.702, data_time: 0.007, memory: 8343, top1_acc: 0.5268, top5_acc: 0.7600, loss_cls: 2.0395, loss: 2.0395, grad_norm: 4.6082 2020-08-15 21:20:44,145 - mmaction - INFO - Epoch [21][500/940] lr: 1.000e-02, eta: 15:06:00, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.5350, top5_acc: 0.7648, loss_cls: 1.9934, loss: 1.9934, grad_norm: 4.6014 2020-08-15 21:20:58,189 - mmaction - INFO - Epoch [21][520/940] lr: 1.000e-02, eta: 15:05:44, time: 0.705, data_time: 0.006, memory: 8343, top1_acc: 0.5398, top5_acc: 0.7703, loss_cls: 1.9743, loss: 1.9743, grad_norm: 4.6155 2020-08-15 21:21:12,534 - mmaction - INFO - Epoch [21][540/940] lr: 1.000e-02, eta: 15:05:29, time: 0.717, data_time: 0.006, memory: 8343, top1_acc: 0.5373, top5_acc: 0.7768, loss_cls: 1.9383, loss: 1.9383, grad_norm: 4.5513 2020-08-15 21:21:26,685 - mmaction - INFO - Epoch [21][560/940] lr: 1.000e-02, eta: 15:05:13, time: 0.708, data_time: 0.003, memory: 8343, top1_acc: 0.5406, top5_acc: 0.7793, loss_cls: 1.9096, loss: 1.9096, grad_norm: 4.5178 2020-08-15 21:21:40,589 - mmaction - INFO - Epoch [21][580/940] lr: 1.000e-02, eta: 15:04:55, time: 0.692, data_time: 0.006, memory: 8343, top1_acc: 0.5385, top5_acc: 0.7672, loss_cls: 1.9559, loss: 1.9559, grad_norm: 4.5418 2020-08-15 21:21:54,510 - mmaction - INFO - Epoch [21][600/940] lr: 1.000e-02, eta: 15:04:39, time: 0.699, data_time: 0.007, memory: 8343, top1_acc: 0.5496, top5_acc: 0.7812, loss_cls: 1.9033, loss: 1.9033, grad_norm: 4.5027 2020-08-15 21:22:08,785 - mmaction - INFO - Epoch [21][620/940] lr: 1.000e-02, eta: 15:04:23, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.5383, top5_acc: 0.7676, loss_cls: 1.9550, loss: 1.9550, grad_norm: 4.5125 2020-08-15 21:22:23,384 - mmaction - INFO - Epoch [21][640/940] lr: 1.000e-02, eta: 15:04:09, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.5418, top5_acc: 0.7645, loss_cls: 1.9732, loss: 1.9732, grad_norm: 4.5373 2020-08-15 21:22:38,252 - mmaction - INFO - Epoch [21][660/940] lr: 1.000e-02, eta: 15:03:55, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.5531, top5_acc: 0.7766, loss_cls: 1.9238, loss: 1.9238, grad_norm: 4.4356 2020-08-15 21:22:51,799 - mmaction - INFO - Epoch [21][680/940] lr: 1.000e-02, eta: 15:03:37, time: 0.682, data_time: 0.008, memory: 8343, top1_acc: 0.5408, top5_acc: 0.7668, loss_cls: 1.9748, loss: 1.9748, grad_norm: 4.5591 2020-08-15 21:23:06,073 - mmaction - INFO - Epoch [21][700/940] lr: 1.000e-02, eta: 15:03:21, time: 0.711, data_time: 0.006, memory: 8343, top1_acc: 0.5371, top5_acc: 0.7654, loss_cls: 1.9711, loss: 1.9711, grad_norm: 4.6602 2020-08-15 21:23:21,216 - mmaction - INFO - Epoch [21][720/940] lr: 1.000e-02, eta: 15:03:09, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.5422, top5_acc: 0.7721, loss_cls: 1.9490, loss: 1.9490, grad_norm: 4.6149 2020-08-15 21:23:35,411 - mmaction - INFO - Epoch [21][740/940] lr: 1.000e-02, eta: 15:02:53, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.5480, top5_acc: 0.7707, loss_cls: 1.9213, loss: 1.9213, grad_norm: 4.5675 2020-08-15 21:23:49,446 - mmaction - INFO - Epoch [21][760/940] lr: 1.000e-02, eta: 15:02:37, time: 0.702, data_time: 0.004, memory: 8343, top1_acc: 0.5402, top5_acc: 0.7750, loss_cls: 1.9373, loss: 1.9373, grad_norm: 4.6165 2020-08-15 21:24:03,792 - mmaction - INFO - Epoch [21][780/940] lr: 1.000e-02, eta: 15:02:21, time: 0.716, data_time: 0.006, memory: 8343, top1_acc: 0.5326, top5_acc: 0.7656, loss_cls: 1.9965, loss: 1.9965, grad_norm: 4.5881 2020-08-15 21:24:17,863 - mmaction - INFO - Epoch [21][800/940] lr: 1.000e-02, eta: 15:02:05, time: 0.705, data_time: 0.004, memory: 8343, top1_acc: 0.5330, top5_acc: 0.7650, loss_cls: 1.9900, loss: 1.9900, grad_norm: 4.6368 2020-08-15 21:24:33,759 - mmaction - INFO - Epoch [21][820/940] lr: 1.000e-02, eta: 15:01:55, time: 0.795, data_time: 0.006, memory: 8343, top1_acc: 0.5459, top5_acc: 0.7727, loss_cls: 1.9593, loss: 1.9593, grad_norm: 4.5513 2020-08-15 21:24:47,194 - mmaction - INFO - Epoch [21][840/940] lr: 1.000e-02, eta: 15:01:36, time: 0.667, data_time: 0.006, memory: 8343, top1_acc: 0.5543, top5_acc: 0.7807, loss_cls: 1.9202, loss: 1.9202, grad_norm: 4.5366 2020-08-15 21:25:01,768 - mmaction - INFO - Epoch [21][860/940] lr: 1.000e-02, eta: 15:01:22, time: 0.733, data_time: 0.007, memory: 8343, top1_acc: 0.5428, top5_acc: 0.7785, loss_cls: 1.9506, loss: 1.9506, grad_norm: 4.5608 2020-08-15 21:25:16,369 - mmaction - INFO - Epoch [21][880/940] lr: 1.000e-02, eta: 15:01:08, time: 0.730, data_time: 0.002, memory: 8343, top1_acc: 0.5314, top5_acc: 0.7674, loss_cls: 1.9910, loss: 1.9910, grad_norm: 4.6245 2020-08-15 21:25:30,553 - mmaction - INFO - Epoch [21][900/940] lr: 1.000e-02, eta: 15:00:52, time: 0.708, data_time: 0.005, memory: 8343, top1_acc: 0.5453, top5_acc: 0.7674, loss_cls: 1.9538, loss: 1.9538, grad_norm: 4.5306 2020-08-15 21:25:45,554 - mmaction - INFO - Epoch [21][920/940] lr: 1.000e-02, eta: 15:00:39, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.5434, top5_acc: 0.7668, loss_cls: 1.9634, loss: 1.9634, grad_norm: 4.5482 2020-08-15 21:25:58,465 - mmaction - INFO - Epoch [21][940/940] lr: 1.000e-02, eta: 15:00:18, time: 0.644, data_time: 0.006, memory: 8343, top1_acc: 0.5289, top5_acc: 0.7567, loss_cls: 2.0302, loss: 2.0302, grad_norm: 4.6481 2020-08-15 21:26:20,057 - mmaction - INFO - Epoch [22][20/940] lr: 1.000e-02, eta: 15:00:28, time: 1.054, data_time: 0.376, memory: 8343, top1_acc: 0.5502, top5_acc: 0.7791, loss_cls: 1.8951, loss: 1.8951, grad_norm: 4.3928 2020-08-15 21:26:32,858 - mmaction - INFO - Epoch [22][40/940] lr: 1.000e-02, eta: 15:00:07, time: 0.638, data_time: 0.005, memory: 8343, top1_acc: 0.5424, top5_acc: 0.7738, loss_cls: 1.9202, loss: 1.9202, grad_norm: 4.5754 2020-08-15 21:26:47,526 - mmaction - INFO - Epoch [22][60/940] lr: 1.000e-02, eta: 14:59:53, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.5596, top5_acc: 0.7855, loss_cls: 1.8822, loss: 1.8822, grad_norm: 4.4894 2020-08-15 21:27:02,525 - mmaction - INFO - Epoch [22][80/940] lr: 1.000e-02, eta: 14:59:40, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.5531, top5_acc: 0.7789, loss_cls: 1.9102, loss: 1.9102, grad_norm: 4.4739 2020-08-15 21:27:17,827 - mmaction - INFO - Epoch [22][100/940] lr: 1.000e-02, eta: 14:59:28, time: 0.767, data_time: 0.005, memory: 8343, top1_acc: 0.5443, top5_acc: 0.7713, loss_cls: 1.9558, loss: 1.9558, grad_norm: 4.5434 2020-08-15 21:27:31,229 - mmaction - INFO - Epoch [22][120/940] lr: 1.000e-02, eta: 14:59:09, time: 0.668, data_time: 0.006, memory: 8343, top1_acc: 0.5412, top5_acc: 0.7787, loss_cls: 1.9337, loss: 1.9337, grad_norm: 4.5175 2020-08-15 21:27:44,863 - mmaction - INFO - Epoch [22][140/940] lr: 1.000e-02, eta: 14:58:52, time: 0.684, data_time: 0.006, memory: 8343, top1_acc: 0.5408, top5_acc: 0.7654, loss_cls: 1.9673, loss: 1.9673, grad_norm: 4.5840 2020-08-15 21:27:59,024 - mmaction - INFO - Epoch [22][160/940] lr: 1.000e-02, eta: 14:58:35, time: 0.706, data_time: 0.005, memory: 8343, top1_acc: 0.5527, top5_acc: 0.7805, loss_cls: 1.9077, loss: 1.9077, grad_norm: 4.5463 2020-08-15 21:28:13,346 - mmaction - INFO - Epoch [22][180/940] lr: 1.000e-02, eta: 14:58:20, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.5486, top5_acc: 0.7805, loss_cls: 1.9148, loss: 1.9148, grad_norm: 4.5145 2020-08-15 21:28:27,272 - mmaction - INFO - Epoch [22][200/940] lr: 1.000e-02, eta: 14:58:03, time: 0.694, data_time: 0.005, memory: 8343, top1_acc: 0.5420, top5_acc: 0.7730, loss_cls: 1.9465, loss: 1.9465, grad_norm: 4.5365 2020-08-15 21:28:41,285 - mmaction - INFO - Epoch [22][220/940] lr: 1.000e-02, eta: 14:57:47, time: 0.703, data_time: 0.005, memory: 8343, top1_acc: 0.5437, top5_acc: 0.7771, loss_cls: 1.9093, loss: 1.9093, grad_norm: 4.5002 2020-08-15 21:28:55,818 - mmaction - INFO - Epoch [22][240/940] lr: 1.000e-02, eta: 14:57:32, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.5391, top5_acc: 0.7729, loss_cls: 1.9540, loss: 1.9540, grad_norm: 4.5134 2020-08-15 21:29:10,783 - mmaction - INFO - Epoch [22][260/940] lr: 1.000e-02, eta: 14:57:19, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.5535, top5_acc: 0.7814, loss_cls: 1.9275, loss: 1.9275, grad_norm: 4.5544 2020-08-15 21:29:24,205 - mmaction - INFO - Epoch [22][280/940] lr: 1.000e-02, eta: 14:57:00, time: 0.673, data_time: 0.006, memory: 8343, top1_acc: 0.5430, top5_acc: 0.7654, loss_cls: 1.9708, loss: 1.9708, grad_norm: 4.5658 2020-08-15 21:29:38,340 - mmaction - INFO - Epoch [22][300/940] lr: 1.000e-02, eta: 14:56:44, time: 0.705, data_time: 0.006, memory: 8343, top1_acc: 0.5412, top5_acc: 0.7699, loss_cls: 1.9672, loss: 1.9672, grad_norm: 4.5874 2020-08-15 21:29:52,366 - mmaction - INFO - Epoch [22][320/940] lr: 1.000e-02, eta: 14:56:28, time: 0.703, data_time: 0.005, memory: 8343, top1_acc: 0.5469, top5_acc: 0.7727, loss_cls: 1.9239, loss: 1.9239, grad_norm: 4.4938 2020-08-15 21:30:08,141 - mmaction - INFO - Epoch [22][340/940] lr: 1.000e-02, eta: 14:56:18, time: 0.787, data_time: 0.006, memory: 8343, top1_acc: 0.5404, top5_acc: 0.7799, loss_cls: 1.9124, loss: 1.9124, grad_norm: 4.5192 2020-08-15 21:30:21,376 - mmaction - INFO - Epoch [22][360/940] lr: 1.000e-02, eta: 14:55:58, time: 0.664, data_time: 0.005, memory: 8343, top1_acc: 0.5426, top5_acc: 0.7732, loss_cls: 1.9263, loss: 1.9263, grad_norm: 4.5619 2020-08-15 21:30:36,619 - mmaction - INFO - Epoch [22][380/940] lr: 1.000e-02, eta: 14:55:46, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.5506, top5_acc: 0.7879, loss_cls: 1.9012, loss: 1.9012, grad_norm: 4.5401 2020-08-15 21:30:50,984 - mmaction - INFO - Epoch [22][400/940] lr: 1.000e-02, eta: 14:55:31, time: 0.720, data_time: 0.006, memory: 8343, top1_acc: 0.5432, top5_acc: 0.7738, loss_cls: 1.9355, loss: 1.9355, grad_norm: 4.5727 2020-08-15 21:31:04,860 - mmaction - INFO - Epoch [22][420/940] lr: 1.000e-02, eta: 14:55:14, time: 0.692, data_time: 0.006, memory: 8343, top1_acc: 0.5441, top5_acc: 0.7709, loss_cls: 1.9453, loss: 1.9453, grad_norm: 4.5226 2020-08-15 21:31:19,937 - mmaction - INFO - Epoch [22][440/940] lr: 1.000e-02, eta: 14:55:01, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.5422, top5_acc: 0.7709, loss_cls: 1.9615, loss: 1.9615, grad_norm: 4.5861 2020-08-15 21:31:34,018 - mmaction - INFO - Epoch [22][460/940] lr: 1.000e-02, eta: 14:54:45, time: 0.701, data_time: 0.005, memory: 8343, top1_acc: 0.5520, top5_acc: 0.7723, loss_cls: 1.9545, loss: 1.9545, grad_norm: 4.5706 2020-08-15 21:31:48,035 - mmaction - INFO - Epoch [22][480/940] lr: 1.000e-02, eta: 14:54:29, time: 0.704, data_time: 0.007, memory: 8343, top1_acc: 0.5479, top5_acc: 0.7670, loss_cls: 1.9636, loss: 1.9636, grad_norm: 4.6063 2020-08-15 21:32:02,334 - mmaction - INFO - Epoch [22][500/940] lr: 1.000e-02, eta: 14:54:13, time: 0.713, data_time: 0.006, memory: 8343, top1_acc: 0.5510, top5_acc: 0.7797, loss_cls: 1.9260, loss: 1.9260, grad_norm: 4.5652 2020-08-15 21:32:16,857 - mmaction - INFO - Epoch [22][520/940] lr: 1.000e-02, eta: 14:53:59, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.5402, top5_acc: 0.7723, loss_cls: 1.9478, loss: 1.9478, grad_norm: 4.5151 2020-08-15 21:32:31,411 - mmaction - INFO - Epoch [22][540/940] lr: 1.000e-02, eta: 14:53:44, time: 0.727, data_time: 0.002, memory: 8343, top1_acc: 0.5404, top5_acc: 0.7729, loss_cls: 1.9550, loss: 1.9550, grad_norm: 4.5535 2020-08-15 21:32:45,675 - mmaction - INFO - Epoch [22][560/940] lr: 1.000e-02, eta: 14:53:28, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.5426, top5_acc: 0.7785, loss_cls: 1.9219, loss: 1.9219, grad_norm: 4.5416 2020-08-15 21:32:59,310 - mmaction - INFO - Epoch [22][580/940] lr: 1.000e-02, eta: 14:53:11, time: 0.683, data_time: 0.005, memory: 8343, top1_acc: 0.5432, top5_acc: 0.7713, loss_cls: 1.9724, loss: 1.9724, grad_norm: 4.6317 2020-08-15 21:33:14,468 - mmaction - INFO - Epoch [22][600/940] lr: 1.000e-02, eta: 14:52:58, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.5441, top5_acc: 0.7746, loss_cls: 1.9331, loss: 1.9331, grad_norm: 4.5790 2020-08-15 21:33:28,988 - mmaction - INFO - Epoch [22][620/940] lr: 1.000e-02, eta: 14:52:44, time: 0.729, data_time: 0.007, memory: 8343, top1_acc: 0.5459, top5_acc: 0.7750, loss_cls: 1.9105, loss: 1.9105, grad_norm: 4.4404 2020-08-15 21:33:43,678 - mmaction - INFO - Epoch [22][640/940] lr: 1.000e-02, eta: 14:52:29, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.5455, top5_acc: 0.7795, loss_cls: 1.9142, loss: 1.9142, grad_norm: 4.5523 2020-08-15 21:33:57,822 - mmaction - INFO - Epoch [22][660/940] lr: 1.000e-02, eta: 14:52:14, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.5420, top5_acc: 0.7750, loss_cls: 1.9628, loss: 1.9628, grad_norm: 4.6054 2020-08-15 21:34:12,017 - mmaction - INFO - Epoch [22][680/940] lr: 1.000e-02, eta: 14:51:58, time: 0.708, data_time: 0.005, memory: 8343, top1_acc: 0.5437, top5_acc: 0.7793, loss_cls: 1.9327, loss: 1.9327, grad_norm: 4.5377 2020-08-15 21:34:26,075 - mmaction - INFO - Epoch [22][700/940] lr: 1.000e-02, eta: 14:51:41, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.5467, top5_acc: 0.7664, loss_cls: 1.9704, loss: 1.9704, grad_norm: 4.6026 2020-08-15 21:34:41,016 - mmaction - INFO - Epoch [22][720/940] lr: 1.000e-02, eta: 14:51:28, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.5439, top5_acc: 0.7605, loss_cls: 1.9677, loss: 1.9677, grad_norm: 4.5267 2020-08-15 21:34:55,866 - mmaction - INFO - Epoch [22][740/940] lr: 1.000e-02, eta: 14:51:15, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.5426, top5_acc: 0.7633, loss_cls: 2.0040, loss: 2.0040, grad_norm: 4.6334 2020-08-15 21:35:10,019 - mmaction - INFO - Epoch [22][760/940] lr: 1.000e-02, eta: 14:50:59, time: 0.704, data_time: 0.007, memory: 8343, top1_acc: 0.5355, top5_acc: 0.7676, loss_cls: 1.9686, loss: 1.9686, grad_norm: 4.6220 2020-08-15 21:35:24,726 - mmaction - INFO - Epoch [22][780/940] lr: 1.000e-02, eta: 14:50:45, time: 0.738, data_time: 0.007, memory: 8343, top1_acc: 0.5543, top5_acc: 0.7807, loss_cls: 1.9084, loss: 1.9084, grad_norm: 4.4896 2020-08-15 21:35:38,251 - mmaction - INFO - Epoch [22][800/940] lr: 1.000e-02, eta: 14:50:27, time: 0.676, data_time: 0.005, memory: 8343, top1_acc: 0.5326, top5_acc: 0.7619, loss_cls: 1.9842, loss: 1.9842, grad_norm: 4.6076 2020-08-15 21:35:53,094 - mmaction - INFO - Epoch [22][820/940] lr: 1.000e-02, eta: 14:50:13, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.5469, top5_acc: 0.7691, loss_cls: 1.9408, loss: 1.9408, grad_norm: 4.5542 2020-08-15 21:36:07,653 - mmaction - INFO - Epoch [22][840/940] lr: 1.000e-02, eta: 14:49:59, time: 0.731, data_time: 0.007, memory: 8343, top1_acc: 0.5508, top5_acc: 0.7641, loss_cls: 1.9343, loss: 1.9343, grad_norm: 4.5085 2020-08-15 21:36:21,593 - mmaction - INFO - Epoch [22][860/940] lr: 1.000e-02, eta: 14:49:42, time: 0.694, data_time: 0.005, memory: 8343, top1_acc: 0.5340, top5_acc: 0.7686, loss_cls: 1.9679, loss: 1.9679, grad_norm: 4.5938 2020-08-15 21:36:35,590 - mmaction - INFO - Epoch [22][880/940] lr: 1.000e-02, eta: 14:49:26, time: 0.703, data_time: 0.007, memory: 8343, top1_acc: 0.5393, top5_acc: 0.7725, loss_cls: 1.9715, loss: 1.9715, grad_norm: 4.6008 2020-08-15 21:36:50,247 - mmaction - INFO - Epoch [22][900/940] lr: 1.000e-02, eta: 14:49:11, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.5576, top5_acc: 0.7787, loss_cls: 1.8905, loss: 1.8905, grad_norm: 4.4646 2020-08-15 21:37:04,477 - mmaction - INFO - Epoch [22][920/940] lr: 1.000e-02, eta: 14:48:56, time: 0.714, data_time: 0.006, memory: 8343, top1_acc: 0.5439, top5_acc: 0.7762, loss_cls: 1.9196, loss: 1.9196, grad_norm: 4.5747 2020-08-15 21:37:18,215 - mmaction - INFO - Epoch [22][940/940] lr: 1.000e-02, eta: 14:48:38, time: 0.686, data_time: 0.006, memory: 8343, top1_acc: 0.5366, top5_acc: 0.7689, loss_cls: 1.9915, loss: 1.9915, grad_norm: 4.6764 2020-08-15 21:37:39,649 - mmaction - INFO - Epoch [23][20/940] lr: 1.000e-02, eta: 14:48:46, time: 1.045, data_time: 0.394, memory: 8343, top1_acc: 0.5600, top5_acc: 0.7891, loss_cls: 1.9016, loss: 1.9016, grad_norm: 4.5148 2020-08-15 21:37:52,988 - mmaction - INFO - Epoch [23][40/940] lr: 1.000e-02, eta: 14:48:27, time: 0.664, data_time: 0.006, memory: 8343, top1_acc: 0.5479, top5_acc: 0.7707, loss_cls: 1.9365, loss: 1.9365, grad_norm: 4.5590 2020-08-15 21:38:06,548 - mmaction - INFO - Epoch [23][60/940] lr: 1.000e-02, eta: 14:48:09, time: 0.681, data_time: 0.007, memory: 8343, top1_acc: 0.5516, top5_acc: 0.7779, loss_cls: 1.9377, loss: 1.9377, grad_norm: 4.5769 2020-08-15 21:38:21,376 - mmaction - INFO - Epoch [23][80/940] lr: 1.000e-02, eta: 14:47:56, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.5449, top5_acc: 0.7691, loss_cls: 1.9235, loss: 1.9235, grad_norm: 4.5043 2020-08-15 21:38:35,683 - mmaction - INFO - Epoch [23][100/940] lr: 1.000e-02, eta: 14:47:40, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.5510, top5_acc: 0.7793, loss_cls: 1.8791, loss: 1.8791, grad_norm: 4.4301 2020-08-15 21:38:50,228 - mmaction - INFO - Epoch [23][120/940] lr: 1.000e-02, eta: 14:47:26, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.5439, top5_acc: 0.7723, loss_cls: 1.9479, loss: 1.9479, grad_norm: 4.5517 2020-08-15 21:39:04,026 - mmaction - INFO - Epoch [23][140/940] lr: 1.000e-02, eta: 14:47:09, time: 0.691, data_time: 0.006, memory: 8343, top1_acc: 0.5504, top5_acc: 0.7754, loss_cls: 1.9226, loss: 1.9226, grad_norm: 4.4877 2020-08-15 21:39:18,382 - mmaction - INFO - Epoch [23][160/940] lr: 1.000e-02, eta: 14:46:53, time: 0.716, data_time: 0.005, memory: 8343, top1_acc: 0.5588, top5_acc: 0.7846, loss_cls: 1.8777, loss: 1.8777, grad_norm: 4.4533 2020-08-15 21:39:32,350 - mmaction - INFO - Epoch [23][180/940] lr: 1.000e-02, eta: 14:46:37, time: 0.701, data_time: 0.005, memory: 8343, top1_acc: 0.5496, top5_acc: 0.7801, loss_cls: 1.9287, loss: 1.9287, grad_norm: 4.5360 2020-08-15 21:39:47,927 - mmaction - INFO - Epoch [23][200/940] lr: 1.000e-02, eta: 14:46:26, time: 0.776, data_time: 0.006, memory: 8343, top1_acc: 0.5549, top5_acc: 0.7873, loss_cls: 1.8887, loss: 1.8887, grad_norm: 4.5133 2020-08-15 21:40:01,232 - mmaction - INFO - Epoch [23][220/940] lr: 1.000e-02, eta: 14:46:07, time: 0.669, data_time: 0.007, memory: 8343, top1_acc: 0.5547, top5_acc: 0.7762, loss_cls: 1.9282, loss: 1.9282, grad_norm: 4.4993 2020-08-15 21:40:15,711 - mmaction - INFO - Epoch [23][240/940] lr: 1.000e-02, eta: 14:45:52, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.5508, top5_acc: 0.7744, loss_cls: 1.9018, loss: 1.9018, grad_norm: 4.5207 2020-08-15 21:40:29,544 - mmaction - INFO - Epoch [23][260/940] lr: 1.000e-02, eta: 14:45:35, time: 0.693, data_time: 0.005, memory: 8343, top1_acc: 0.5535, top5_acc: 0.7881, loss_cls: 1.8573, loss: 1.8573, grad_norm: 4.4476 2020-08-15 21:40:44,111 - mmaction - INFO - Epoch [23][280/940] lr: 1.000e-02, eta: 14:45:21, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.5564, top5_acc: 0.7758, loss_cls: 1.9062, loss: 1.9062, grad_norm: 4.4627 2020-08-15 21:40:58,342 - mmaction - INFO - Epoch [23][300/940] lr: 1.000e-02, eta: 14:45:05, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.5457, top5_acc: 0.7797, loss_cls: 1.9141, loss: 1.9141, grad_norm: 4.6076 2020-08-15 21:41:13,121 - mmaction - INFO - Epoch [23][320/940] lr: 1.000e-02, eta: 14:44:51, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.5451, top5_acc: 0.7713, loss_cls: 1.9407, loss: 1.9407, grad_norm: 4.6472 2020-08-15 21:41:27,197 - mmaction - INFO - Epoch [23][340/940] lr: 1.000e-02, eta: 14:44:35, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.5607, top5_acc: 0.7781, loss_cls: 1.8867, loss: 1.8867, grad_norm: 4.5348 2020-08-15 21:41:42,519 - mmaction - INFO - Epoch [23][360/940] lr: 1.000e-02, eta: 14:44:23, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.5484, top5_acc: 0.7814, loss_cls: 1.9297, loss: 1.9297, grad_norm: 4.5418 2020-08-15 21:41:55,888 - mmaction - INFO - Epoch [23][380/940] lr: 1.000e-02, eta: 14:44:05, time: 0.670, data_time: 0.005, memory: 8343, top1_acc: 0.5623, top5_acc: 0.7688, loss_cls: 1.8957, loss: 1.8957, grad_norm: 4.5239 2020-08-15 21:42:09,633 - mmaction - INFO - Epoch [23][400/940] lr: 1.000e-02, eta: 14:43:47, time: 0.685, data_time: 0.006, memory: 8343, top1_acc: 0.5549, top5_acc: 0.7732, loss_cls: 1.9432, loss: 1.9432, grad_norm: 4.5527 2020-08-15 21:42:24,255 - mmaction - INFO - Epoch [23][420/940] lr: 1.000e-02, eta: 14:43:33, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.5461, top5_acc: 0.7721, loss_cls: 1.9151, loss: 1.9151, grad_norm: 4.5658 2020-08-15 21:42:37,865 - mmaction - INFO - Epoch [23][440/940] lr: 1.000e-02, eta: 14:43:15, time: 0.680, data_time: 0.007, memory: 8343, top1_acc: 0.5404, top5_acc: 0.7748, loss_cls: 1.9490, loss: 1.9490, grad_norm: 4.6219 2020-08-15 21:42:52,061 - mmaction - INFO - Epoch [23][460/940] lr: 1.000e-02, eta: 14:43:00, time: 0.711, data_time: 0.005, memory: 8343, top1_acc: 0.5414, top5_acc: 0.7701, loss_cls: 1.9585, loss: 1.9585, grad_norm: 4.5881 2020-08-15 21:43:06,633 - mmaction - INFO - Epoch [23][480/940] lr: 1.000e-02, eta: 14:42:45, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.5420, top5_acc: 0.7768, loss_cls: 1.9325, loss: 1.9325, grad_norm: 4.5733 2020-08-15 21:43:20,915 - mmaction - INFO - Epoch [23][500/940] lr: 1.000e-02, eta: 14:42:30, time: 0.715, data_time: 0.004, memory: 8343, top1_acc: 0.5520, top5_acc: 0.7834, loss_cls: 1.9244, loss: 1.9244, grad_norm: 4.5615 2020-08-15 21:43:34,731 - mmaction - INFO - Epoch [23][520/940] lr: 1.000e-02, eta: 14:42:13, time: 0.689, data_time: 0.006, memory: 8343, top1_acc: 0.5510, top5_acc: 0.7797, loss_cls: 1.9209, loss: 1.9209, grad_norm: 4.6405 2020-08-15 21:43:48,556 - mmaction - INFO - Epoch [23][540/940] lr: 1.000e-02, eta: 14:41:56, time: 0.693, data_time: 0.005, memory: 8343, top1_acc: 0.5400, top5_acc: 0.7623, loss_cls: 1.9611, loss: 1.9611, grad_norm: 4.5827 2020-08-15 21:44:03,406 - mmaction - INFO - Epoch [23][560/940] lr: 1.000e-02, eta: 14:41:42, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.5426, top5_acc: 0.7736, loss_cls: 1.9633, loss: 1.9633, grad_norm: 4.5455 2020-08-15 21:44:17,342 - mmaction - INFO - Epoch [23][580/940] lr: 1.000e-02, eta: 14:41:26, time: 0.700, data_time: 0.007, memory: 8343, top1_acc: 0.5527, top5_acc: 0.7789, loss_cls: 1.9245, loss: 1.9245, grad_norm: 4.6318 2020-08-15 21:44:32,374 - mmaction - INFO - Epoch [23][600/940] lr: 1.000e-02, eta: 14:41:13, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.5461, top5_acc: 0.7678, loss_cls: 1.9570, loss: 1.9570, grad_norm: 4.5824 2020-08-15 21:44:45,484 - mmaction - INFO - Epoch [23][620/940] lr: 1.000e-02, eta: 14:40:53, time: 0.657, data_time: 0.005, memory: 8343, top1_acc: 0.5365, top5_acc: 0.7711, loss_cls: 1.9573, loss: 1.9573, grad_norm: 4.6040 2020-08-15 21:44:59,811 - mmaction - INFO - Epoch [23][640/940] lr: 1.000e-02, eta: 14:40:38, time: 0.715, data_time: 0.006, memory: 8343, top1_acc: 0.5443, top5_acc: 0.7758, loss_cls: 1.9642, loss: 1.9642, grad_norm: 4.6893 2020-08-15 21:45:15,238 - mmaction - INFO - Epoch [23][660/940] lr: 1.000e-02, eta: 14:40:27, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.5416, top5_acc: 0.7719, loss_cls: 1.9370, loss: 1.9370, grad_norm: 4.5611 2020-08-15 21:45:30,318 - mmaction - INFO - Epoch [23][680/940] lr: 1.000e-02, eta: 14:40:14, time: 0.752, data_time: 0.007, memory: 8343, top1_acc: 0.5490, top5_acc: 0.7734, loss_cls: 1.9283, loss: 1.9283, grad_norm: 4.5038 2020-08-15 21:45:43,847 - mmaction - INFO - Epoch [23][700/940] lr: 1.000e-02, eta: 14:39:56, time: 0.678, data_time: 0.006, memory: 8343, top1_acc: 0.5383, top5_acc: 0.7771, loss_cls: 1.9459, loss: 1.9459, grad_norm: 4.5868 2020-08-15 21:45:59,220 - mmaction - INFO - Epoch [23][720/940] lr: 1.000e-02, eta: 14:39:44, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.5373, top5_acc: 0.7725, loss_cls: 1.9541, loss: 1.9541, grad_norm: 4.5883 2020-08-15 21:46:12,963 - mmaction - INFO - Epoch [23][740/940] lr: 1.000e-02, eta: 14:39:27, time: 0.690, data_time: 0.007, memory: 8343, top1_acc: 0.5393, top5_acc: 0.7633, loss_cls: 1.9772, loss: 1.9772, grad_norm: 4.5433 2020-08-15 21:46:27,284 - mmaction - INFO - Epoch [23][760/940] lr: 1.000e-02, eta: 14:39:11, time: 0.713, data_time: 0.006, memory: 8343, top1_acc: 0.5426, top5_acc: 0.7684, loss_cls: 1.9540, loss: 1.9540, grad_norm: 4.5602 2020-08-15 21:46:41,778 - mmaction - INFO - Epoch [23][780/940] lr: 1.000e-02, eta: 14:38:57, time: 0.728, data_time: 0.007, memory: 8343, top1_acc: 0.5406, top5_acc: 0.7697, loss_cls: 1.9815, loss: 1.9815, grad_norm: 4.6275 2020-08-15 21:46:56,388 - mmaction - INFO - Epoch [23][800/940] lr: 1.000e-02, eta: 14:38:42, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.5371, top5_acc: 0.7678, loss_cls: 1.9765, loss: 1.9765, grad_norm: 4.4961 2020-08-15 21:47:10,106 - mmaction - INFO - Epoch [23][820/940] lr: 1.000e-02, eta: 14:38:25, time: 0.688, data_time: 0.005, memory: 8343, top1_acc: 0.5561, top5_acc: 0.7789, loss_cls: 1.8996, loss: 1.8996, grad_norm: 4.4825 2020-08-15 21:47:24,089 - mmaction - INFO - Epoch [23][840/940] lr: 1.000e-02, eta: 14:38:09, time: 0.695, data_time: 0.006, memory: 8343, top1_acc: 0.5441, top5_acc: 0.7766, loss_cls: 1.9424, loss: 1.9424, grad_norm: 4.5386 2020-08-15 21:47:38,069 - mmaction - INFO - Epoch [23][860/940] lr: 1.000e-02, eta: 14:37:52, time: 0.703, data_time: 0.007, memory: 8343, top1_acc: 0.5494, top5_acc: 0.7791, loss_cls: 1.8893, loss: 1.8893, grad_norm: 4.5257 2020-08-15 21:47:53,121 - mmaction - INFO - Epoch [23][880/940] lr: 1.000e-02, eta: 14:37:40, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.5363, top5_acc: 0.7680, loss_cls: 1.9703, loss: 1.9703, grad_norm: 4.6487 2020-08-15 21:48:06,584 - mmaction - INFO - Epoch [23][900/940] lr: 1.000e-02, eta: 14:37:21, time: 0.673, data_time: 0.003, memory: 8343, top1_acc: 0.5408, top5_acc: 0.7723, loss_cls: 1.9654, loss: 1.9654, grad_norm: 4.5894 2020-08-15 21:48:20,821 - mmaction - INFO - Epoch [23][920/940] lr: 1.000e-02, eta: 14:37:06, time: 0.708, data_time: 0.006, memory: 8343, top1_acc: 0.5484, top5_acc: 0.7791, loss_cls: 1.9091, loss: 1.9091, grad_norm: 4.5604 2020-08-15 21:48:34,938 - mmaction - INFO - Epoch [23][940/940] lr: 1.000e-02, eta: 14:36:50, time: 0.710, data_time: 0.008, memory: 8343, top1_acc: 0.5396, top5_acc: 0.7701, loss_cls: 1.9763, loss: 1.9763, grad_norm: 4.6546 2020-08-15 21:48:56,777 - mmaction - INFO - Epoch [24][20/940] lr: 1.000e-02, eta: 14:36:58, time: 1.071, data_time: 0.445, memory: 8343, top1_acc: 0.5576, top5_acc: 0.7840, loss_cls: 1.8790, loss: 1.8790, grad_norm: 4.5383 2020-08-15 21:49:10,608 - mmaction - INFO - Epoch [24][40/940] lr: 1.000e-02, eta: 14:36:42, time: 0.693, data_time: 0.006, memory: 8343, top1_acc: 0.5543, top5_acc: 0.7777, loss_cls: 1.8777, loss: 1.8777, grad_norm: 4.4908 2020-08-15 21:49:24,623 - mmaction - INFO - Epoch [24][60/940] lr: 1.000e-02, eta: 14:36:25, time: 0.701, data_time: 0.006, memory: 8343, top1_acc: 0.5609, top5_acc: 0.7748, loss_cls: 1.9053, loss: 1.9053, grad_norm: 4.4803 2020-08-15 21:49:38,485 - mmaction - INFO - Epoch [24][80/940] lr: 1.000e-02, eta: 14:36:08, time: 0.692, data_time: 0.007, memory: 8343, top1_acc: 0.5594, top5_acc: 0.7771, loss_cls: 1.8792, loss: 1.8792, grad_norm: 4.4980 2020-08-15 21:49:54,197 - mmaction - INFO - Epoch [24][100/940] lr: 1.000e-02, eta: 14:35:58, time: 0.787, data_time: 0.006, memory: 8343, top1_acc: 0.5621, top5_acc: 0.7869, loss_cls: 1.8652, loss: 1.8652, grad_norm: 4.4740 2020-08-15 21:50:07,666 - mmaction - INFO - Epoch [24][120/940] lr: 1.000e-02, eta: 14:35:40, time: 0.672, data_time: 0.006, memory: 8343, top1_acc: 0.5590, top5_acc: 0.7820, loss_cls: 1.8871, loss: 1.8871, grad_norm: 4.6067 2020-08-15 21:50:22,162 - mmaction - INFO - Epoch [24][140/940] lr: 1.000e-02, eta: 14:35:25, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.5545, top5_acc: 0.7830, loss_cls: 1.9107, loss: 1.9107, grad_norm: 4.5475 2020-08-15 21:50:36,746 - mmaction - INFO - Epoch [24][160/940] lr: 1.000e-02, eta: 14:35:10, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.5621, top5_acc: 0.7830, loss_cls: 1.8982, loss: 1.8982, grad_norm: 4.4847 2020-08-15 21:50:51,107 - mmaction - INFO - Epoch [24][180/940] lr: 1.000e-02, eta: 14:34:55, time: 0.721, data_time: 0.006, memory: 8343, top1_acc: 0.5615, top5_acc: 0.7797, loss_cls: 1.8735, loss: 1.8735, grad_norm: 4.4982 2020-08-15 21:51:05,069 - mmaction - INFO - Epoch [24][200/940] lr: 1.000e-02, eta: 14:34:39, time: 0.696, data_time: 0.006, memory: 8343, top1_acc: 0.5596, top5_acc: 0.7783, loss_cls: 1.8863, loss: 1.8863, grad_norm: 4.5270 2020-08-15 21:51:19,137 - mmaction - INFO - Epoch [24][220/940] lr: 1.000e-02, eta: 14:34:23, time: 0.706, data_time: 0.006, memory: 8343, top1_acc: 0.5439, top5_acc: 0.7775, loss_cls: 1.9205, loss: 1.9205, grad_norm: 4.5365 2020-08-15 21:51:34,007 - mmaction - INFO - Epoch [24][240/940] lr: 1.000e-02, eta: 14:34:09, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.5633, top5_acc: 0.7756, loss_cls: 1.9024, loss: 1.9024, grad_norm: 4.4697 2020-08-15 21:51:48,866 - mmaction - INFO - Epoch [24][260/940] lr: 1.000e-02, eta: 14:33:56, time: 0.743, data_time: 0.003, memory: 8343, top1_acc: 0.5453, top5_acc: 0.7754, loss_cls: 1.9106, loss: 1.9106, grad_norm: 4.5676 2020-08-15 21:52:02,635 - mmaction - INFO - Epoch [24][280/940] lr: 1.000e-02, eta: 14:33:39, time: 0.687, data_time: 0.006, memory: 8343, top1_acc: 0.5469, top5_acc: 0.7781, loss_cls: 1.9338, loss: 1.9338, grad_norm: 4.6088 2020-08-15 21:52:16,279 - mmaction - INFO - Epoch [24][300/940] lr: 1.000e-02, eta: 14:33:21, time: 0.684, data_time: 0.005, memory: 8343, top1_acc: 0.5482, top5_acc: 0.7801, loss_cls: 1.9030, loss: 1.9030, grad_norm: 4.5709 2020-08-15 21:52:30,111 - mmaction - INFO - Epoch [24][320/940] lr: 1.000e-02, eta: 14:33:04, time: 0.690, data_time: 0.006, memory: 8343, top1_acc: 0.5500, top5_acc: 0.7764, loss_cls: 1.9223, loss: 1.9223, grad_norm: 4.6533 2020-08-15 21:52:44,073 - mmaction - INFO - Epoch [24][340/940] lr: 1.000e-02, eta: 14:32:48, time: 0.700, data_time: 0.005, memory: 8343, top1_acc: 0.5463, top5_acc: 0.7734, loss_cls: 1.9373, loss: 1.9373, grad_norm: 4.5763 2020-08-15 21:52:58,071 - mmaction - INFO - Epoch [24][360/940] lr: 1.000e-02, eta: 14:32:32, time: 0.698, data_time: 0.006, memory: 8343, top1_acc: 0.5568, top5_acc: 0.7859, loss_cls: 1.8938, loss: 1.8938, grad_norm: 4.5331 2020-08-15 21:53:12,025 - mmaction - INFO - Epoch [24][380/940] lr: 1.000e-02, eta: 14:32:15, time: 0.699, data_time: 0.005, memory: 8343, top1_acc: 0.5502, top5_acc: 0.7814, loss_cls: 1.8865, loss: 1.8865, grad_norm: 4.5355 2020-08-15 21:53:27,178 - mmaction - INFO - Epoch [24][400/940] lr: 1.000e-02, eta: 14:32:03, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.5543, top5_acc: 0.7748, loss_cls: 1.8979, loss: 1.8979, grad_norm: 4.4423 2020-08-15 21:53:40,677 - mmaction - INFO - Epoch [24][420/940] lr: 1.000e-02, eta: 14:31:45, time: 0.677, data_time: 0.006, memory: 8343, top1_acc: 0.5549, top5_acc: 0.7797, loss_cls: 1.9166, loss: 1.9166, grad_norm: 4.5813 2020-08-15 21:53:56,077 - mmaction - INFO - Epoch [24][440/940] lr: 1.000e-02, eta: 14:31:33, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.5453, top5_acc: 0.7729, loss_cls: 1.9471, loss: 1.9471, grad_norm: 4.5742 2020-08-15 21:54:10,158 - mmaction - INFO - Epoch [24][460/940] lr: 1.000e-02, eta: 14:31:17, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.5602, top5_acc: 0.7729, loss_cls: 1.9026, loss: 1.9026, grad_norm: 4.4966 2020-08-15 21:54:24,454 - mmaction - INFO - Epoch [24][480/940] lr: 1.000e-02, eta: 14:31:02, time: 0.712, data_time: 0.007, memory: 8343, top1_acc: 0.5508, top5_acc: 0.7758, loss_cls: 1.9085, loss: 1.9085, grad_norm: 4.5009 2020-08-15 21:54:39,270 - mmaction - INFO - Epoch [24][500/940] lr: 1.000e-02, eta: 14:30:48, time: 0.744, data_time: 0.007, memory: 8343, top1_acc: 0.5527, top5_acc: 0.7855, loss_cls: 1.8765, loss: 1.8765, grad_norm: 4.4972 2020-08-15 21:54:52,808 - mmaction - INFO - Epoch [24][520/940] lr: 1.000e-02, eta: 14:30:30, time: 0.674, data_time: 0.007, memory: 8343, top1_acc: 0.5561, top5_acc: 0.7758, loss_cls: 1.9208, loss: 1.9208, grad_norm: 4.5312 2020-08-15 21:55:07,042 - mmaction - INFO - Epoch [24][540/940] lr: 1.000e-02, eta: 14:30:15, time: 0.715, data_time: 0.007, memory: 8343, top1_acc: 0.5482, top5_acc: 0.7795, loss_cls: 1.8959, loss: 1.8959, grad_norm: 4.5563 2020-08-15 21:55:21,834 - mmaction - INFO - Epoch [24][560/940] lr: 1.000e-02, eta: 14:30:01, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.5416, top5_acc: 0.7830, loss_cls: 1.9259, loss: 1.9259, grad_norm: 4.6125 2020-08-15 21:55:37,495 - mmaction - INFO - Epoch [24][580/940] lr: 1.000e-02, eta: 14:29:50, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.5441, top5_acc: 0.7758, loss_cls: 1.9195, loss: 1.9195, grad_norm: 4.5887 2020-08-15 21:55:51,892 - mmaction - INFO - Epoch [24][600/940] lr: 1.000e-02, eta: 14:29:35, time: 0.719, data_time: 0.007, memory: 8343, top1_acc: 0.5477, top5_acc: 0.7746, loss_cls: 1.9196, loss: 1.9196, grad_norm: 4.5977 2020-08-15 21:56:05,455 - mmaction - INFO - Epoch [24][620/940] lr: 1.000e-02, eta: 14:29:18, time: 0.679, data_time: 0.005, memory: 8343, top1_acc: 0.5441, top5_acc: 0.7643, loss_cls: 1.9733, loss: 1.9733, grad_norm: 4.5674 2020-08-15 21:56:19,538 - mmaction - INFO - Epoch [24][640/940] lr: 1.000e-02, eta: 14:29:01, time: 0.703, data_time: 0.005, memory: 8343, top1_acc: 0.5428, top5_acc: 0.7773, loss_cls: 1.9316, loss: 1.9316, grad_norm: 4.5806 2020-08-15 21:56:33,459 - mmaction - INFO - Epoch [24][660/940] lr: 1.000e-02, eta: 14:28:45, time: 0.697, data_time: 0.005, memory: 8343, top1_acc: 0.5381, top5_acc: 0.7750, loss_cls: 1.9298, loss: 1.9298, grad_norm: 4.5958 2020-08-15 21:56:48,354 - mmaction - INFO - Epoch [24][680/940] lr: 1.000e-02, eta: 14:28:32, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.5381, top5_acc: 0.7732, loss_cls: 1.9683, loss: 1.9683, grad_norm: 4.5988 2020-08-15 21:57:02,707 - mmaction - INFO - Epoch [24][700/940] lr: 1.000e-02, eta: 14:28:17, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.5529, top5_acc: 0.7850, loss_cls: 1.8974, loss: 1.8974, grad_norm: 4.5508 2020-08-15 21:57:17,728 - mmaction - INFO - Epoch [24][720/940] lr: 1.000e-02, eta: 14:28:03, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.5479, top5_acc: 0.7775, loss_cls: 1.9131, loss: 1.9131, grad_norm: 4.5413 2020-08-15 21:57:31,876 - mmaction - INFO - Epoch [24][740/940] lr: 1.000e-02, eta: 14:27:48, time: 0.710, data_time: 0.007, memory: 8343, top1_acc: 0.5496, top5_acc: 0.7820, loss_cls: 1.9014, loss: 1.9014, grad_norm: 4.5194 2020-08-15 21:57:46,988 - mmaction - INFO - Epoch [24][760/940] lr: 1.000e-02, eta: 14:27:35, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.5529, top5_acc: 0.7742, loss_cls: 1.9327, loss: 1.9327, grad_norm: 4.5610 2020-08-15 21:58:00,458 - mmaction - INFO - Epoch [24][780/940] lr: 1.000e-02, eta: 14:27:17, time: 0.677, data_time: 0.008, memory: 8343, top1_acc: 0.5359, top5_acc: 0.7697, loss_cls: 1.9781, loss: 1.9781, grad_norm: 4.6163 2020-08-15 21:58:14,878 - mmaction - INFO - Epoch [24][800/940] lr: 1.000e-02, eta: 14:27:02, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.5461, top5_acc: 0.7703, loss_cls: 1.9436, loss: 1.9436, grad_norm: 4.5249 2020-08-15 21:58:29,664 - mmaction - INFO - Epoch [24][820/940] lr: 1.000e-02, eta: 14:26:49, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.5480, top5_acc: 0.7832, loss_cls: 1.9037, loss: 1.9037, grad_norm: 4.5904 2020-08-15 21:58:43,607 - mmaction - INFO - Epoch [24][840/940] lr: 1.000e-02, eta: 14:26:32, time: 0.694, data_time: 0.005, memory: 8343, top1_acc: 0.5453, top5_acc: 0.7727, loss_cls: 1.9391, loss: 1.9391, grad_norm: 4.5625 2020-08-15 21:58:57,370 - mmaction - INFO - Epoch [24][860/940] lr: 1.000e-02, eta: 14:26:15, time: 0.691, data_time: 0.007, memory: 8343, top1_acc: 0.5400, top5_acc: 0.7705, loss_cls: 1.9549, loss: 1.9549, grad_norm: 4.5628 2020-08-15 21:59:12,890 - mmaction - INFO - Epoch [24][880/940] lr: 1.000e-02, eta: 14:26:04, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.5592, top5_acc: 0.7797, loss_cls: 1.8766, loss: 1.8766, grad_norm: 4.4636 2020-08-15 21:59:26,562 - mmaction - INFO - Epoch [24][900/940] lr: 1.000e-02, eta: 14:25:46, time: 0.686, data_time: 0.005, memory: 8343, top1_acc: 0.5428, top5_acc: 0.7760, loss_cls: 1.9523, loss: 1.9523, grad_norm: 4.6896 2020-08-15 21:59:41,464 - mmaction - INFO - Epoch [24][920/940] lr: 1.000e-02, eta: 14:25:33, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.5563, top5_acc: 0.7877, loss_cls: 1.9037, loss: 1.9037, grad_norm: 4.5864 2020-08-15 21:59:54,974 - mmaction - INFO - Epoch [24][940/940] lr: 1.000e-02, eta: 14:25:15, time: 0.678, data_time: 0.005, memory: 8343, top1_acc: 0.5423, top5_acc: 0.7671, loss_cls: 1.9982, loss: 1.9982, grad_norm: 4.6702 2020-08-15 22:00:17,412 - mmaction - INFO - Epoch [25][20/940] lr: 1.000e-02, eta: 14:25:24, time: 1.097, data_time: 0.443, memory: 8343, top1_acc: 0.5543, top5_acc: 0.7812, loss_cls: 1.8895, loss: 1.8895, grad_norm: 4.6027 2020-08-15 22:00:31,147 - mmaction - INFO - Epoch [25][40/940] lr: 1.000e-02, eta: 14:25:07, time: 0.691, data_time: 0.009, memory: 8343, top1_acc: 0.5393, top5_acc: 0.7658, loss_cls: 1.9888, loss: 1.9888, grad_norm: 4.6062 2020-08-15 22:00:44,609 - mmaction - INFO - Epoch [25][60/940] lr: 1.000e-02, eta: 14:24:49, time: 0.671, data_time: 0.005, memory: 8343, top1_acc: 0.5551, top5_acc: 0.7805, loss_cls: 1.9118, loss: 1.9118, grad_norm: 4.5005 2020-08-15 22:00:58,291 - mmaction - INFO - Epoch [25][80/940] lr: 1.000e-02, eta: 14:24:32, time: 0.686, data_time: 0.005, memory: 8343, top1_acc: 0.5564, top5_acc: 0.7812, loss_cls: 1.8686, loss: 1.8686, grad_norm: 4.4695 2020-08-15 22:01:12,484 - mmaction - INFO - Epoch [25][100/940] lr: 1.000e-02, eta: 14:24:16, time: 0.708, data_time: 0.006, memory: 8343, top1_acc: 0.5547, top5_acc: 0.7895, loss_cls: 1.8528, loss: 1.8528, grad_norm: 4.4424 2020-08-15 22:01:26,276 - mmaction - INFO - Epoch [25][120/940] lr: 1.000e-02, eta: 14:24:00, time: 0.691, data_time: 0.005, memory: 8343, top1_acc: 0.5563, top5_acc: 0.7791, loss_cls: 1.8911, loss: 1.8911, grad_norm: 4.5531 2020-08-15 22:01:40,684 - mmaction - INFO - Epoch [25][140/940] lr: 1.000e-02, eta: 14:23:45, time: 0.719, data_time: 0.006, memory: 8343, top1_acc: 0.5518, top5_acc: 0.7818, loss_cls: 1.9058, loss: 1.9058, grad_norm: 4.5566 2020-08-15 22:01:55,837 - mmaction - INFO - Epoch [25][160/940] lr: 1.000e-02, eta: 14:23:32, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.5697, top5_acc: 0.7967, loss_cls: 1.8170, loss: 1.8170, grad_norm: 4.4417 2020-08-15 22:02:09,917 - mmaction - INFO - Epoch [25][180/940] lr: 1.000e-02, eta: 14:23:16, time: 0.702, data_time: 0.007, memory: 8343, top1_acc: 0.5592, top5_acc: 0.7904, loss_cls: 1.8933, loss: 1.8933, grad_norm: 4.6213 2020-08-15 22:02:23,806 - mmaction - INFO - Epoch [25][200/940] lr: 1.000e-02, eta: 14:23:00, time: 0.698, data_time: 0.007, memory: 8343, top1_acc: 0.5588, top5_acc: 0.7748, loss_cls: 1.8920, loss: 1.8920, grad_norm: 4.5688 2020-08-15 22:02:37,945 - mmaction - INFO - Epoch [25][220/940] lr: 1.000e-02, eta: 14:22:44, time: 0.705, data_time: 0.006, memory: 8343, top1_acc: 0.5646, top5_acc: 0.7840, loss_cls: 1.8463, loss: 1.8463, grad_norm: 4.5303 2020-08-15 22:02:52,104 - mmaction - INFO - Epoch [25][240/940] lr: 1.000e-02, eta: 14:22:28, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.5582, top5_acc: 0.7766, loss_cls: 1.8869, loss: 1.8869, grad_norm: 4.4991 2020-08-15 22:03:06,159 - mmaction - INFO - Epoch [25][260/940] lr: 1.000e-02, eta: 14:22:12, time: 0.701, data_time: 0.005, memory: 8343, top1_acc: 0.5486, top5_acc: 0.7746, loss_cls: 1.9121, loss: 1.9121, grad_norm: 4.5784 2020-08-15 22:03:21,143 - mmaction - INFO - Epoch [25][280/940] lr: 1.000e-02, eta: 14:21:59, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.5586, top5_acc: 0.7838, loss_cls: 1.8771, loss: 1.8771, grad_norm: 4.5435 2020-08-15 22:03:35,092 - mmaction - INFO - Epoch [25][300/940] lr: 1.000e-02, eta: 14:21:42, time: 0.695, data_time: 0.006, memory: 8343, top1_acc: 0.5643, top5_acc: 0.7869, loss_cls: 1.8649, loss: 1.8649, grad_norm: 4.5350 2020-08-15 22:03:48,937 - mmaction - INFO - Epoch [25][320/940] lr: 1.000e-02, eta: 14:21:26, time: 0.695, data_time: 0.006, memory: 8343, top1_acc: 0.5631, top5_acc: 0.7893, loss_cls: 1.8515, loss: 1.8515, grad_norm: 4.5685 2020-08-15 22:04:03,427 - mmaction - INFO - Epoch [25][340/940] lr: 1.000e-02, eta: 14:21:11, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.5480, top5_acc: 0.7766, loss_cls: 1.9147, loss: 1.9147, grad_norm: 4.5677 2020-08-15 22:04:17,195 - mmaction - INFO - Epoch [25][360/940] lr: 1.000e-02, eta: 14:20:54, time: 0.690, data_time: 0.005, memory: 8343, top1_acc: 0.5512, top5_acc: 0.7771, loss_cls: 1.8930, loss: 1.8930, grad_norm: 4.5077 2020-08-15 22:04:31,981 - mmaction - INFO - Epoch [25][380/940] lr: 1.000e-02, eta: 14:20:40, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.5572, top5_acc: 0.7789, loss_cls: 1.8889, loss: 1.8889, grad_norm: 4.5934 2020-08-15 22:04:46,022 - mmaction - INFO - Epoch [25][400/940] lr: 1.000e-02, eta: 14:20:24, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.5416, top5_acc: 0.7781, loss_cls: 1.9253, loss: 1.9253, grad_norm: 4.6278 2020-08-15 22:05:00,748 - mmaction - INFO - Epoch [25][420/940] lr: 1.000e-02, eta: 14:20:10, time: 0.737, data_time: 0.007, memory: 8343, top1_acc: 0.5482, top5_acc: 0.7811, loss_cls: 1.9010, loss: 1.9010, grad_norm: 4.5355 2020-08-15 22:05:14,576 - mmaction - INFO - Epoch [25][440/940] lr: 1.000e-02, eta: 14:19:54, time: 0.691, data_time: 0.002, memory: 8343, top1_acc: 0.5598, top5_acc: 0.7744, loss_cls: 1.9138, loss: 1.9138, grad_norm: 4.5462 2020-08-15 22:05:28,396 - mmaction - INFO - Epoch [25][460/940] lr: 1.000e-02, eta: 14:19:37, time: 0.688, data_time: 0.006, memory: 8343, top1_acc: 0.5543, top5_acc: 0.7854, loss_cls: 1.8858, loss: 1.8858, grad_norm: 4.5411 2020-08-15 22:05:42,741 - mmaction - INFO - Epoch [25][480/940] lr: 1.000e-02, eta: 14:19:22, time: 0.720, data_time: 0.006, memory: 8343, top1_acc: 0.5465, top5_acc: 0.7752, loss_cls: 1.9180, loss: 1.9180, grad_norm: 4.5616 2020-08-15 22:05:56,638 - mmaction - INFO - Epoch [25][500/940] lr: 1.000e-02, eta: 14:19:05, time: 0.693, data_time: 0.006, memory: 8343, top1_acc: 0.5535, top5_acc: 0.7746, loss_cls: 1.9036, loss: 1.9036, grad_norm: 4.5789 2020-08-15 22:06:11,444 - mmaction - INFO - Epoch [25][520/940] lr: 1.000e-02, eta: 14:18:52, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.5584, top5_acc: 0.7834, loss_cls: 1.8789, loss: 1.8789, grad_norm: 4.6629 2020-08-15 22:06:25,465 - mmaction - INFO - Epoch [25][540/940] lr: 1.000e-02, eta: 14:18:35, time: 0.697, data_time: 0.005, memory: 8343, top1_acc: 0.5590, top5_acc: 0.7873, loss_cls: 1.8935, loss: 1.8935, grad_norm: 4.5576 2020-08-15 22:06:39,254 - mmaction - INFO - Epoch [25][560/940] lr: 1.000e-02, eta: 14:18:19, time: 0.693, data_time: 0.007, memory: 8343, top1_acc: 0.5611, top5_acc: 0.7844, loss_cls: 1.8679, loss: 1.8679, grad_norm: 4.5903 2020-08-15 22:06:53,833 - mmaction - INFO - Epoch [25][580/940] lr: 1.000e-02, eta: 14:18:04, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.5553, top5_acc: 0.7746, loss_cls: 1.9236, loss: 1.9236, grad_norm: 4.6445 2020-08-15 22:07:07,396 - mmaction - INFO - Epoch [25][600/940] lr: 1.000e-02, eta: 14:17:47, time: 0.679, data_time: 0.005, memory: 8343, top1_acc: 0.5422, top5_acc: 0.7836, loss_cls: 1.9250, loss: 1.9250, grad_norm: 4.6838 2020-08-15 22:07:21,561 - mmaction - INFO - Epoch [25][620/940] lr: 1.000e-02, eta: 14:17:31, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.5363, top5_acc: 0.7775, loss_cls: 1.9604, loss: 1.9604, grad_norm: 4.6612 2020-08-15 22:07:35,992 - mmaction - INFO - Epoch [25][640/940] lr: 1.000e-02, eta: 14:17:16, time: 0.721, data_time: 0.006, memory: 8343, top1_acc: 0.5396, top5_acc: 0.7721, loss_cls: 1.9367, loss: 1.9367, grad_norm: 4.5911 2020-08-15 22:07:50,538 - mmaction - INFO - Epoch [25][660/940] lr: 1.000e-02, eta: 14:17:02, time: 0.727, data_time: 0.004, memory: 8343, top1_acc: 0.5498, top5_acc: 0.7771, loss_cls: 1.9135, loss: 1.9135, grad_norm: 4.5703 2020-08-15 22:08:05,697 - mmaction - INFO - Epoch [25][680/940] lr: 1.000e-02, eta: 14:16:49, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.5535, top5_acc: 0.7771, loss_cls: 1.9159, loss: 1.9159, grad_norm: 4.5894 2020-08-15 22:08:19,763 - mmaction - INFO - Epoch [25][700/940] lr: 1.000e-02, eta: 14:16:33, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.5379, top5_acc: 0.7723, loss_cls: 1.9824, loss: 1.9824, grad_norm: 4.6306 2020-08-15 22:08:33,634 - mmaction - INFO - Epoch [25][720/940] lr: 1.000e-02, eta: 14:16:17, time: 0.691, data_time: 0.005, memory: 8343, top1_acc: 0.5498, top5_acc: 0.7762, loss_cls: 1.9082, loss: 1.9082, grad_norm: 4.5580 2020-08-15 22:08:47,414 - mmaction - INFO - Epoch [25][740/940] lr: 1.000e-02, eta: 14:16:00, time: 0.690, data_time: 0.005, memory: 8343, top1_acc: 0.5539, top5_acc: 0.7848, loss_cls: 1.8924, loss: 1.8924, grad_norm: 4.5643 2020-08-15 22:09:01,742 - mmaction - INFO - Epoch [25][760/940] lr: 1.000e-02, eta: 14:15:45, time: 0.716, data_time: 0.006, memory: 8343, top1_acc: 0.5541, top5_acc: 0.7762, loss_cls: 1.8930, loss: 1.8930, grad_norm: 4.5251 2020-08-15 22:09:16,772 - mmaction - INFO - Epoch [25][780/940] lr: 1.000e-02, eta: 14:15:32, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.5578, top5_acc: 0.7766, loss_cls: 1.9002, loss: 1.9002, grad_norm: 4.5262 2020-08-15 22:09:31,049 - mmaction - INFO - Epoch [25][800/940] lr: 1.000e-02, eta: 14:15:16, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.5545, top5_acc: 0.7883, loss_cls: 1.8718, loss: 1.8718, grad_norm: 4.5457 2020-08-15 22:09:45,285 - mmaction - INFO - Epoch [25][820/940] lr: 1.000e-02, eta: 14:15:01, time: 0.714, data_time: 0.006, memory: 8343, top1_acc: 0.5539, top5_acc: 0.7822, loss_cls: 1.9018, loss: 1.9018, grad_norm: 4.5624 2020-08-15 22:09:59,050 - mmaction - INFO - Epoch [25][840/940] lr: 1.000e-02, eta: 14:14:44, time: 0.687, data_time: 0.006, memory: 8343, top1_acc: 0.5596, top5_acc: 0.7758, loss_cls: 1.9029, loss: 1.9029, grad_norm: 4.5532 2020-08-15 22:10:13,771 - mmaction - INFO - Epoch [25][860/940] lr: 1.000e-02, eta: 14:14:30, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.5494, top5_acc: 0.7732, loss_cls: 1.9270, loss: 1.9270, grad_norm: 4.5857 2020-08-15 22:10:28,159 - mmaction - INFO - Epoch [25][880/940] lr: 1.000e-02, eta: 14:14:15, time: 0.719, data_time: 0.001, memory: 8343, top1_acc: 0.5557, top5_acc: 0.7865, loss_cls: 1.8940, loss: 1.8940, grad_norm: 4.5956 2020-08-15 22:10:41,984 - mmaction - INFO - Epoch [25][900/940] lr: 1.000e-02, eta: 14:13:59, time: 0.689, data_time: 0.005, memory: 8343, top1_acc: 0.5586, top5_acc: 0.7855, loss_cls: 1.8932, loss: 1.8932, grad_norm: 4.5569 2020-08-15 22:10:56,185 - mmaction - INFO - Epoch [25][920/940] lr: 1.000e-02, eta: 14:13:43, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.5445, top5_acc: 0.7732, loss_cls: 1.9311, loss: 1.9311, grad_norm: 4.5668 2020-08-15 22:11:09,571 - mmaction - INFO - Epoch [25][940/940] lr: 1.000e-02, eta: 14:13:25, time: 0.668, data_time: 0.007, memory: 8343, top1_acc: 0.5530, top5_acc: 0.7846, loss_cls: 1.9016, loss: 1.9016, grad_norm: 4.6623 2020-08-15 22:11:10,048 - mmaction - INFO - Saving checkpoint at 25 epochs 2020-08-15 22:11:31,802 - mmaction - INFO - Epoch [26][20/940] lr: 1.000e-02, eta: 14:13:28, time: 1.016, data_time: 0.402, memory: 8343, top1_acc: 0.5557, top5_acc: 0.7801, loss_cls: 1.8741, loss: 1.8741, grad_norm: 4.4174 2020-08-15 22:11:45,159 - mmaction - INFO - Epoch [26][40/940] lr: 1.000e-02, eta: 14:13:10, time: 0.667, data_time: 0.002, memory: 8343, top1_acc: 0.5566, top5_acc: 0.7764, loss_cls: 1.8875, loss: 1.8875, grad_norm: 4.4925 2020-08-15 22:11:59,720 - mmaction - INFO - Epoch [26][60/940] lr: 1.000e-02, eta: 14:12:56, time: 0.728, data_time: 0.002, memory: 8343, top1_acc: 0.5455, top5_acc: 0.7758, loss_cls: 1.9341, loss: 1.9341, grad_norm: 4.6187 2020-08-15 22:12:13,487 - mmaction - INFO - Epoch [26][80/940] lr: 1.000e-02, eta: 14:12:39, time: 0.687, data_time: 0.005, memory: 8343, top1_acc: 0.5607, top5_acc: 0.7930, loss_cls: 1.8451, loss: 1.8451, grad_norm: 4.5263 2020-08-15 22:12:28,232 - mmaction - INFO - Epoch [26][100/940] lr: 1.000e-02, eta: 14:12:25, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.5447, top5_acc: 0.7703, loss_cls: 1.9292, loss: 1.9292, grad_norm: 4.6164 2020-08-15 22:12:41,730 - mmaction - INFO - Epoch [26][120/940] lr: 1.000e-02, eta: 14:12:07, time: 0.673, data_time: 0.007, memory: 8343, top1_acc: 0.5520, top5_acc: 0.7801, loss_cls: 1.8913, loss: 1.8913, grad_norm: 4.5382 2020-08-15 22:12:55,759 - mmaction - INFO - Epoch [26][140/940] lr: 1.000e-02, eta: 14:11:51, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.5637, top5_acc: 0.7736, loss_cls: 1.8916, loss: 1.8916, grad_norm: 4.5305 2020-08-15 22:13:09,749 - mmaction - INFO - Epoch [26][160/940] lr: 1.000e-02, eta: 14:11:35, time: 0.697, data_time: 0.005, memory: 8343, top1_acc: 0.5549, top5_acc: 0.7896, loss_cls: 1.8853, loss: 1.8853, grad_norm: 4.5371 2020-08-15 22:13:23,710 - mmaction - INFO - Epoch [26][180/940] lr: 1.000e-02, eta: 14:11:19, time: 0.700, data_time: 0.005, memory: 8343, top1_acc: 0.5768, top5_acc: 0.7957, loss_cls: 1.7957, loss: 1.7957, grad_norm: 4.3489 2020-08-15 22:13:38,111 - mmaction - INFO - Epoch [26][200/940] lr: 1.000e-02, eta: 14:11:04, time: 0.719, data_time: 0.006, memory: 8343, top1_acc: 0.5621, top5_acc: 0.7855, loss_cls: 1.8337, loss: 1.8337, grad_norm: 4.4576 2020-08-15 22:13:52,611 - mmaction - INFO - Epoch [26][220/940] lr: 1.000e-02, eta: 14:10:49, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.5529, top5_acc: 0.7805, loss_cls: 1.8719, loss: 1.8719, grad_norm: 4.5153 2020-08-15 22:14:06,382 - mmaction - INFO - Epoch [26][240/940] lr: 1.000e-02, eta: 14:10:32, time: 0.686, data_time: 0.005, memory: 8343, top1_acc: 0.5674, top5_acc: 0.7916, loss_cls: 1.8598, loss: 1.8598, grad_norm: 4.4911 2020-08-15 22:14:20,482 - mmaction - INFO - Epoch [26][260/940] lr: 1.000e-02, eta: 14:10:17, time: 0.707, data_time: 0.005, memory: 8343, top1_acc: 0.5652, top5_acc: 0.7836, loss_cls: 1.8547, loss: 1.8547, grad_norm: 4.5401 2020-08-15 22:14:35,270 - mmaction - INFO - Epoch [26][280/940] lr: 1.000e-02, eta: 14:10:03, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.5580, top5_acc: 0.7799, loss_cls: 1.8998, loss: 1.8998, grad_norm: 4.6215 2020-08-15 22:14:49,192 - mmaction - INFO - Epoch [26][300/940] lr: 1.000e-02, eta: 14:09:47, time: 0.699, data_time: 0.005, memory: 8343, top1_acc: 0.5580, top5_acc: 0.7729, loss_cls: 1.9121, loss: 1.9121, grad_norm: 4.6443 2020-08-15 22:15:03,561 - mmaction - INFO - Epoch [26][320/940] lr: 1.000e-02, eta: 14:09:32, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.5568, top5_acc: 0.7801, loss_cls: 1.8746, loss: 1.8746, grad_norm: 4.5587 2020-08-15 22:15:18,065 - mmaction - INFO - Epoch [26][340/940] lr: 1.000e-02, eta: 14:09:17, time: 0.725, data_time: 0.002, memory: 8343, top1_acc: 0.5482, top5_acc: 0.7717, loss_cls: 1.9102, loss: 1.9102, grad_norm: 4.6182 2020-08-15 22:15:32,874 - mmaction - INFO - Epoch [26][360/940] lr: 1.000e-02, eta: 14:09:03, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.5486, top5_acc: 0.7754, loss_cls: 1.9118, loss: 1.9118, grad_norm: 4.6111 2020-08-15 22:15:46,552 - mmaction - INFO - Epoch [26][380/940] lr: 1.000e-02, eta: 14:08:46, time: 0.685, data_time: 0.005, memory: 8343, top1_acc: 0.5643, top5_acc: 0.7779, loss_cls: 1.8751, loss: 1.8751, grad_norm: 4.5120 2020-08-15 22:16:01,365 - mmaction - INFO - Epoch [26][400/940] lr: 1.000e-02, eta: 14:08:33, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.5496, top5_acc: 0.7787, loss_cls: 1.9124, loss: 1.9124, grad_norm: 4.6487 2020-08-15 22:16:16,015 - mmaction - INFO - Epoch [26][420/940] lr: 1.000e-02, eta: 14:08:18, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.5549, top5_acc: 0.7756, loss_cls: 1.9235, loss: 1.9235, grad_norm: 4.5865 2020-08-15 22:16:30,111 - mmaction - INFO - Epoch [26][440/940] lr: 1.000e-02, eta: 14:08:03, time: 0.708, data_time: 0.008, memory: 8343, top1_acc: 0.5641, top5_acc: 0.7881, loss_cls: 1.8559, loss: 1.8559, grad_norm: 4.4948 2020-08-15 22:16:44,826 - mmaction - INFO - Epoch [26][460/940] lr: 1.000e-02, eta: 14:07:49, time: 0.736, data_time: 0.003, memory: 8343, top1_acc: 0.5494, top5_acc: 0.7785, loss_cls: 1.8951, loss: 1.8951, grad_norm: 4.5176 2020-08-15 22:16:58,297 - mmaction - INFO - Epoch [26][480/940] lr: 1.000e-02, eta: 14:07:31, time: 0.671, data_time: 0.002, memory: 8343, top1_acc: 0.5584, top5_acc: 0.7854, loss_cls: 1.8719, loss: 1.8719, grad_norm: 4.5422 2020-08-15 22:17:12,266 - mmaction - INFO - Epoch [26][500/940] lr: 1.000e-02, eta: 14:07:15, time: 0.701, data_time: 0.006, memory: 8343, top1_acc: 0.5500, top5_acc: 0.7857, loss_cls: 1.9092, loss: 1.9092, grad_norm: 4.6760 2020-08-15 22:17:26,783 - mmaction - INFO - Epoch [26][520/940] lr: 1.000e-02, eta: 14:07:00, time: 0.724, data_time: 0.006, memory: 8343, top1_acc: 0.5619, top5_acc: 0.7859, loss_cls: 1.8600, loss: 1.8600, grad_norm: 4.4544 2020-08-15 22:17:41,531 - mmaction - INFO - Epoch [26][540/940] lr: 1.000e-02, eta: 14:06:47, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.5645, top5_acc: 0.7852, loss_cls: 1.8436, loss: 1.8436, grad_norm: 4.5274 2020-08-15 22:17:55,244 - mmaction - INFO - Epoch [26][560/940] lr: 1.000e-02, eta: 14:06:30, time: 0.685, data_time: 0.006, memory: 8343, top1_acc: 0.5666, top5_acc: 0.7957, loss_cls: 1.8465, loss: 1.8465, grad_norm: 4.5677 2020-08-15 22:18:09,286 - mmaction - INFO - Epoch [26][580/940] lr: 1.000e-02, eta: 14:06:14, time: 0.703, data_time: 0.002, memory: 8343, top1_acc: 0.5527, top5_acc: 0.7869, loss_cls: 1.8753, loss: 1.8753, grad_norm: 4.5441 2020-08-15 22:18:23,845 - mmaction - INFO - Epoch [26][600/940] lr: 1.000e-02, eta: 14:05:59, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.5580, top5_acc: 0.7838, loss_cls: 1.8625, loss: 1.8625, grad_norm: 4.5699 2020-08-15 22:18:38,768 - mmaction - INFO - Epoch [26][620/940] lr: 1.000e-02, eta: 14:05:46, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.5516, top5_acc: 0.7744, loss_cls: 1.9285, loss: 1.9285, grad_norm: 4.6251 2020-08-15 22:18:52,385 - mmaction - INFO - Epoch [26][640/940] lr: 1.000e-02, eta: 14:05:29, time: 0.679, data_time: 0.006, memory: 8343, top1_acc: 0.5488, top5_acc: 0.7766, loss_cls: 1.8965, loss: 1.8965, grad_norm: 4.5506 2020-08-15 22:19:06,381 - mmaction - INFO - Epoch [26][660/940] lr: 1.000e-02, eta: 14:05:13, time: 0.701, data_time: 0.005, memory: 8343, top1_acc: 0.5496, top5_acc: 0.7734, loss_cls: 1.9431, loss: 1.9431, grad_norm: 4.6539 2020-08-15 22:19:21,680 - mmaction - INFO - Epoch [26][680/940] lr: 1.000e-02, eta: 14:05:01, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.8963, loss: 1.8963, grad_norm: 4.5254 2020-08-15 22:19:36,450 - mmaction - INFO - Epoch [26][700/940] lr: 1.000e-02, eta: 14:04:47, time: 0.740, data_time: 0.004, memory: 8343, top1_acc: 0.5533, top5_acc: 0.7834, loss_cls: 1.8839, loss: 1.8839, grad_norm: 4.5617 2020-08-15 22:19:50,332 - mmaction - INFO - Epoch [26][720/940] lr: 1.000e-02, eta: 14:04:30, time: 0.692, data_time: 0.005, memory: 8343, top1_acc: 0.5551, top5_acc: 0.7840, loss_cls: 1.8970, loss: 1.8970, grad_norm: 4.6073 2020-08-15 22:20:05,065 - mmaction - INFO - Epoch [26][740/940] lr: 1.000e-02, eta: 14:04:16, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.5555, top5_acc: 0.7801, loss_cls: 1.8954, loss: 1.8954, grad_norm: 4.5802 2020-08-15 22:20:18,507 - mmaction - INFO - Epoch [26][760/940] lr: 1.000e-02, eta: 14:03:59, time: 0.674, data_time: 0.004, memory: 8343, top1_acc: 0.5551, top5_acc: 0.7771, loss_cls: 1.9172, loss: 1.9172, grad_norm: 4.5550 2020-08-15 22:20:33,052 - mmaction - INFO - Epoch [26][780/940] lr: 1.000e-02, eta: 14:03:44, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.5557, top5_acc: 0.7779, loss_cls: 1.9104, loss: 1.9104, grad_norm: 4.5542 2020-08-15 22:20:47,645 - mmaction - INFO - Epoch [26][800/940] lr: 1.000e-02, eta: 14:03:30, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.5424, top5_acc: 0.7746, loss_cls: 1.9369, loss: 1.9369, grad_norm: 4.6652 2020-08-15 22:21:02,214 - mmaction - INFO - Epoch [26][820/940] lr: 1.000e-02, eta: 14:03:16, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.5404, top5_acc: 0.7668, loss_cls: 1.9483, loss: 1.9483, grad_norm: 4.6372 2020-08-15 22:21:16,348 - mmaction - INFO - Epoch [26][840/940] lr: 1.000e-02, eta: 14:03:00, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.5604, top5_acc: 0.7775, loss_cls: 1.9091, loss: 1.9091, grad_norm: 4.5244 2020-08-15 22:21:30,652 - mmaction - INFO - Epoch [26][860/940] lr: 1.000e-02, eta: 14:02:45, time: 0.713, data_time: 0.006, memory: 8343, top1_acc: 0.5625, top5_acc: 0.7746, loss_cls: 1.8953, loss: 1.8953, grad_norm: 4.5859 2020-08-15 22:21:44,731 - mmaction - INFO - Epoch [26][880/940] lr: 1.000e-02, eta: 14:02:29, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.5611, top5_acc: 0.7816, loss_cls: 1.8762, loss: 1.8762, grad_norm: 4.5857 2020-08-15 22:21:59,770 - mmaction - INFO - Epoch [26][900/940] lr: 1.000e-02, eta: 14:02:16, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.5604, top5_acc: 0.7777, loss_cls: 1.8901, loss: 1.8901, grad_norm: 4.5635 2020-08-15 22:22:13,268 - mmaction - INFO - Epoch [26][920/940] lr: 1.000e-02, eta: 14:01:59, time: 0.676, data_time: 0.005, memory: 8343, top1_acc: 0.5436, top5_acc: 0.7668, loss_cls: 1.9615, loss: 1.9615, grad_norm: 4.6173 2020-08-15 22:22:27,446 - mmaction - INFO - Epoch [26][940/940] lr: 1.000e-02, eta: 14:01:43, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.5480, top5_acc: 0.7858, loss_cls: 1.8795, loss: 1.8795, grad_norm: 4.6603 2020-08-15 22:22:49,883 - mmaction - INFO - Epoch [27][20/940] lr: 1.000e-02, eta: 14:01:50, time: 1.097, data_time: 0.476, memory: 8343, top1_acc: 0.5678, top5_acc: 0.7893, loss_cls: 1.8367, loss: 1.8367, grad_norm: 4.5234 2020-08-15 22:23:03,426 - mmaction - INFO - Epoch [27][40/940] lr: 1.000e-02, eta: 14:01:32, time: 0.675, data_time: 0.005, memory: 8343, top1_acc: 0.5621, top5_acc: 0.7900, loss_cls: 1.8610, loss: 1.8610, grad_norm: 4.5467 2020-08-15 22:23:17,273 - mmaction - INFO - Epoch [27][60/940] lr: 1.000e-02, eta: 14:01:16, time: 0.695, data_time: 0.006, memory: 8343, top1_acc: 0.5529, top5_acc: 0.7814, loss_cls: 1.8977, loss: 1.8977, grad_norm: 4.5995 2020-08-15 22:23:32,658 - mmaction - INFO - Epoch [27][80/940] lr: 1.000e-02, eta: 14:01:04, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.5707, top5_acc: 0.7908, loss_cls: 1.8281, loss: 1.8281, grad_norm: 4.4704 2020-08-15 22:23:47,697 - mmaction - INFO - Epoch [27][100/940] lr: 1.000e-02, eta: 14:00:51, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.5557, top5_acc: 0.7900, loss_cls: 1.8591, loss: 1.8591, grad_norm: 4.5571 2020-08-15 22:24:01,250 - mmaction - INFO - Epoch [27][120/940] lr: 1.000e-02, eta: 14:00:33, time: 0.675, data_time: 0.005, memory: 8343, top1_acc: 0.5600, top5_acc: 0.7920, loss_cls: 1.8627, loss: 1.8627, grad_norm: 4.5574 2020-08-15 22:24:15,082 - mmaction - INFO - Epoch [27][140/940] lr: 1.000e-02, eta: 14:00:17, time: 0.694, data_time: 0.005, memory: 8343, top1_acc: 0.5645, top5_acc: 0.7984, loss_cls: 1.8445, loss: 1.8445, grad_norm: 4.5926 2020-08-15 22:24:29,793 - mmaction - INFO - Epoch [27][160/940] lr: 1.000e-02, eta: 14:00:03, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.5639, top5_acc: 0.7844, loss_cls: 1.8642, loss: 1.8642, grad_norm: 4.4960 2020-08-15 22:24:43,500 - mmaction - INFO - Epoch [27][180/940] lr: 1.000e-02, eta: 13:59:46, time: 0.688, data_time: 0.006, memory: 8343, top1_acc: 0.5564, top5_acc: 0.7832, loss_cls: 1.8944, loss: 1.8944, grad_norm: 4.5949 2020-08-15 22:24:57,704 - mmaction - INFO - Epoch [27][200/940] lr: 1.000e-02, eta: 13:59:31, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.5631, top5_acc: 0.7920, loss_cls: 1.8250, loss: 1.8250, grad_norm: 4.4577 2020-08-15 22:25:11,909 - mmaction - INFO - Epoch [27][220/940] lr: 1.000e-02, eta: 13:59:15, time: 0.713, data_time: 0.007, memory: 8343, top1_acc: 0.5627, top5_acc: 0.7820, loss_cls: 1.8682, loss: 1.8682, grad_norm: 4.5605 2020-08-15 22:25:25,884 - mmaction - INFO - Epoch [27][240/940] lr: 1.000e-02, eta: 13:58:59, time: 0.697, data_time: 0.006, memory: 8343, top1_acc: 0.5557, top5_acc: 0.7881, loss_cls: 1.8687, loss: 1.8687, grad_norm: 4.5727 2020-08-15 22:25:39,700 - mmaction - INFO - Epoch [27][260/940] lr: 1.000e-02, eta: 13:58:43, time: 0.693, data_time: 0.005, memory: 8343, top1_acc: 0.5736, top5_acc: 0.7949, loss_cls: 1.8106, loss: 1.8106, grad_norm: 4.5339 2020-08-15 22:25:54,167 - mmaction - INFO - Epoch [27][280/940] lr: 1.000e-02, eta: 13:58:28, time: 0.722, data_time: 0.006, memory: 8343, top1_acc: 0.5434, top5_acc: 0.7871, loss_cls: 1.8766, loss: 1.8766, grad_norm: 4.6470 2020-08-15 22:26:08,701 - mmaction - INFO - Epoch [27][300/940] lr: 1.000e-02, eta: 13:58:14, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.5559, top5_acc: 0.7855, loss_cls: 1.8726, loss: 1.8726, grad_norm: 4.6129 2020-08-15 22:26:22,527 - mmaction - INFO - Epoch [27][320/940] lr: 1.000e-02, eta: 13:57:57, time: 0.688, data_time: 0.005, memory: 8343, top1_acc: 0.5605, top5_acc: 0.7854, loss_cls: 1.8702, loss: 1.8702, grad_norm: 4.5750 2020-08-15 22:26:37,263 - mmaction - INFO - Epoch [27][340/940] lr: 1.000e-02, eta: 13:57:43, time: 0.740, data_time: 0.007, memory: 8343, top1_acc: 0.5557, top5_acc: 0.7787, loss_cls: 1.8682, loss: 1.8682, grad_norm: 4.5785 2020-08-15 22:26:51,816 - mmaction - INFO - Epoch [27][360/940] lr: 1.000e-02, eta: 13:57:29, time: 0.725, data_time: 0.007, memory: 8343, top1_acc: 0.5447, top5_acc: 0.7744, loss_cls: 1.9197, loss: 1.9197, grad_norm: 4.6100 2020-08-15 22:27:05,813 - mmaction - INFO - Epoch [27][380/940] lr: 1.000e-02, eta: 13:57:13, time: 0.701, data_time: 0.005, memory: 8343, top1_acc: 0.5559, top5_acc: 0.7902, loss_cls: 1.8862, loss: 1.8862, grad_norm: 4.6059 2020-08-15 22:27:20,038 - mmaction - INFO - Epoch [27][400/940] lr: 1.000e-02, eta: 13:56:57, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.5596, top5_acc: 0.7842, loss_cls: 1.8686, loss: 1.8686, grad_norm: 4.6003 2020-08-15 22:27:34,091 - mmaction - INFO - Epoch [27][420/940] lr: 1.000e-02, eta: 13:56:42, time: 0.705, data_time: 0.006, memory: 8343, top1_acc: 0.5650, top5_acc: 0.7902, loss_cls: 1.8466, loss: 1.8466, grad_norm: 4.4484 2020-08-15 22:27:48,820 - mmaction - INFO - Epoch [27][440/940] lr: 1.000e-02, eta: 13:56:28, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.5570, top5_acc: 0.7871, loss_cls: 1.8802, loss: 1.8802, grad_norm: 4.5358 2020-08-15 22:28:02,961 - mmaction - INFO - Epoch [27][460/940] lr: 1.000e-02, eta: 13:56:12, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.5529, top5_acc: 0.7826, loss_cls: 1.8705, loss: 1.8705, grad_norm: 4.5909 2020-08-15 22:28:16,936 - mmaction - INFO - Epoch [27][480/940] lr: 1.000e-02, eta: 13:55:56, time: 0.698, data_time: 0.006, memory: 8343, top1_acc: 0.5582, top5_acc: 0.7842, loss_cls: 1.8649, loss: 1.8649, grad_norm: 4.5652 2020-08-15 22:28:30,791 - mmaction - INFO - Epoch [27][500/940] lr: 1.000e-02, eta: 13:55:40, time: 0.693, data_time: 0.002, memory: 8343, top1_acc: 0.5678, top5_acc: 0.7885, loss_cls: 1.8389, loss: 1.8389, grad_norm: 4.5362 2020-08-15 22:28:46,849 - mmaction - INFO - Epoch [27][520/940] lr: 1.000e-02, eta: 13:55:29, time: 0.803, data_time: 0.005, memory: 8343, top1_acc: 0.5404, top5_acc: 0.7764, loss_cls: 1.9103, loss: 1.9103, grad_norm: 4.6437 2020-08-15 22:29:00,999 - mmaction - INFO - Epoch [27][540/940] lr: 1.000e-02, eta: 13:55:14, time: 0.708, data_time: 0.004, memory: 8343, top1_acc: 0.5656, top5_acc: 0.7820, loss_cls: 1.8599, loss: 1.8599, grad_norm: 4.5821 2020-08-15 22:29:14,701 - mmaction - INFO - Epoch [27][560/940] lr: 1.000e-02, eta: 13:54:57, time: 0.683, data_time: 0.004, memory: 8343, top1_acc: 0.5576, top5_acc: 0.7770, loss_cls: 1.8989, loss: 1.8989, grad_norm: 4.6063 2020-08-15 22:29:28,732 - mmaction - INFO - Epoch [27][580/940] lr: 1.000e-02, eta: 13:54:41, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.5520, top5_acc: 0.7814, loss_cls: 1.8816, loss: 1.8816, grad_norm: 4.5357 2020-08-15 22:29:42,864 - mmaction - INFO - Epoch [27][600/940] lr: 1.000e-02, eta: 13:54:25, time: 0.704, data_time: 0.006, memory: 8343, top1_acc: 0.5559, top5_acc: 0.7795, loss_cls: 1.8850, loss: 1.8850, grad_norm: 4.5307 2020-08-15 22:29:56,750 - mmaction - INFO - Epoch [27][620/940] lr: 1.000e-02, eta: 13:54:09, time: 0.697, data_time: 0.006, memory: 8343, top1_acc: 0.5561, top5_acc: 0.7830, loss_cls: 1.8958, loss: 1.8958, grad_norm: 4.5861 2020-08-15 22:30:12,260 - mmaction - INFO - Epoch [27][640/940] lr: 1.000e-02, eta: 13:53:57, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.5629, top5_acc: 0.7818, loss_cls: 1.8793, loss: 1.8793, grad_norm: 4.5439 2020-08-15 22:30:25,766 - mmaction - INFO - Epoch [27][660/940] lr: 1.000e-02, eta: 13:53:40, time: 0.678, data_time: 0.006, memory: 8343, top1_acc: 0.5623, top5_acc: 0.7881, loss_cls: 1.8815, loss: 1.8815, grad_norm: 4.5231 2020-08-15 22:30:40,990 - mmaction - INFO - Epoch [27][680/940] lr: 1.000e-02, eta: 13:53:28, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.5672, top5_acc: 0.7926, loss_cls: 1.8526, loss: 1.8526, grad_norm: 4.4663 2020-08-15 22:30:55,136 - mmaction - INFO - Epoch [27][700/940] lr: 1.000e-02, eta: 13:53:12, time: 0.707, data_time: 0.003, memory: 8343, top1_acc: 0.5631, top5_acc: 0.7791, loss_cls: 1.8830, loss: 1.8830, grad_norm: 4.4973 2020-08-15 22:31:10,181 - mmaction - INFO - Epoch [27][720/940] lr: 1.000e-02, eta: 13:52:59, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.5414, top5_acc: 0.7725, loss_cls: 1.9589, loss: 1.9589, grad_norm: 4.6110 2020-08-15 22:31:24,792 - mmaction - INFO - Epoch [27][740/940] lr: 1.000e-02, eta: 13:52:45, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.5559, top5_acc: 0.7828, loss_cls: 1.9062, loss: 1.9062, grad_norm: 4.5559 2020-08-15 22:31:39,197 - mmaction - INFO - Epoch [27][760/940] lr: 1.000e-02, eta: 13:52:30, time: 0.717, data_time: 0.006, memory: 8343, top1_acc: 0.5498, top5_acc: 0.7812, loss_cls: 1.8992, loss: 1.8992, grad_norm: 4.6139 2020-08-15 22:31:52,888 - mmaction - INFO - Epoch [27][780/940] lr: 1.000e-02, eta: 13:52:13, time: 0.688, data_time: 0.007, memory: 8343, top1_acc: 0.5447, top5_acc: 0.7848, loss_cls: 1.9022, loss: 1.9022, grad_norm: 4.6364 2020-08-15 22:32:07,228 - mmaction - INFO - Epoch [27][800/940] lr: 1.000e-02, eta: 13:51:58, time: 0.715, data_time: 0.007, memory: 8343, top1_acc: 0.5430, top5_acc: 0.7689, loss_cls: 1.9578, loss: 1.9578, grad_norm: 4.5870 2020-08-15 22:32:21,062 - mmaction - INFO - Epoch [27][820/940] lr: 1.000e-02, eta: 13:51:42, time: 0.694, data_time: 0.006, memory: 8343, top1_acc: 0.5650, top5_acc: 0.7873, loss_cls: 1.8720, loss: 1.8720, grad_norm: 4.5263 2020-08-15 22:32:35,348 - mmaction - INFO - Epoch [27][840/940] lr: 1.000e-02, eta: 13:51:26, time: 0.712, data_time: 0.006, memory: 8343, top1_acc: 0.5543, top5_acc: 0.7824, loss_cls: 1.8765, loss: 1.8765, grad_norm: 4.5115 2020-08-15 22:32:50,439 - mmaction - INFO - Epoch [27][860/940] lr: 1.000e-02, eta: 13:51:14, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.5465, top5_acc: 0.7787, loss_cls: 1.9411, loss: 1.9411, grad_norm: 4.6984 2020-08-15 22:33:04,621 - mmaction - INFO - Epoch [27][880/940] lr: 1.000e-02, eta: 13:50:58, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.5604, top5_acc: 0.7797, loss_cls: 1.8867, loss: 1.8867, grad_norm: 4.5598 2020-08-15 22:33:18,377 - mmaction - INFO - Epoch [27][900/940] lr: 1.000e-02, eta: 13:50:42, time: 0.688, data_time: 0.004, memory: 8343, top1_acc: 0.5477, top5_acc: 0.7762, loss_cls: 1.9157, loss: 1.9157, grad_norm: 4.5702 2020-08-15 22:33:33,043 - mmaction - INFO - Epoch [27][920/940] lr: 1.000e-02, eta: 13:50:27, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.5521, top5_acc: 0.7770, loss_cls: 1.9255, loss: 1.9255, grad_norm: 4.5268 2020-08-15 22:33:46,991 - mmaction - INFO - Epoch [27][940/940] lr: 1.000e-02, eta: 13:50:11, time: 0.699, data_time: 0.005, memory: 8343, top1_acc: 0.5593, top5_acc: 0.7780, loss_cls: 1.8826, loss: 1.8826, grad_norm: 4.5870 2020-08-15 22:34:08,695 - mmaction - INFO - Epoch [28][20/940] lr: 1.000e-02, eta: 13:50:15, time: 1.061, data_time: 0.384, memory: 8343, top1_acc: 0.5574, top5_acc: 0.7801, loss_cls: 1.8791, loss: 1.8791, grad_norm: 4.5357 2020-08-15 22:34:21,714 - mmaction - INFO - Epoch [28][40/940] lr: 1.000e-02, eta: 13:49:57, time: 0.654, data_time: 0.006, memory: 8343, top1_acc: 0.5740, top5_acc: 0.7871, loss_cls: 1.8595, loss: 1.8595, grad_norm: 4.4944 2020-08-15 22:34:37,887 - mmaction - INFO - Epoch [28][60/940] lr: 1.000e-02, eta: 13:49:46, time: 0.807, data_time: 0.005, memory: 8343, top1_acc: 0.5687, top5_acc: 0.7844, loss_cls: 1.8505, loss: 1.8505, grad_norm: 4.5129 2020-08-15 22:34:51,235 - mmaction - INFO - Epoch [28][80/940] lr: 1.000e-02, eta: 13:49:29, time: 0.669, data_time: 0.005, memory: 8343, top1_acc: 0.5693, top5_acc: 0.7818, loss_cls: 1.8339, loss: 1.8339, grad_norm: 4.4479 2020-08-15 22:35:05,366 - mmaction - INFO - Epoch [28][100/940] lr: 1.000e-02, eta: 13:49:13, time: 0.706, data_time: 0.006, memory: 8343, top1_acc: 0.5563, top5_acc: 0.7844, loss_cls: 1.8633, loss: 1.8633, grad_norm: 4.4946 2020-08-15 22:35:19,132 - mmaction - INFO - Epoch [28][120/940] lr: 1.000e-02, eta: 13:48:57, time: 0.689, data_time: 0.002, memory: 8343, top1_acc: 0.5596, top5_acc: 0.7850, loss_cls: 1.8516, loss: 1.8516, grad_norm: 4.5601 2020-08-15 22:35:33,225 - mmaction - INFO - Epoch [28][140/940] lr: 1.000e-02, eta: 13:48:41, time: 0.703, data_time: 0.005, memory: 8343, top1_acc: 0.5551, top5_acc: 0.7877, loss_cls: 1.8628, loss: 1.8628, grad_norm: 4.5730 2020-08-15 22:35:48,073 - mmaction - INFO - Epoch [28][160/940] lr: 1.000e-02, eta: 13:48:27, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.5539, top5_acc: 0.7900, loss_cls: 1.8578, loss: 1.8578, grad_norm: 4.6032 2020-08-15 22:36:01,729 - mmaction - INFO - Epoch [28][180/940] lr: 1.000e-02, eta: 13:48:10, time: 0.680, data_time: 0.006, memory: 8343, top1_acc: 0.5627, top5_acc: 0.7846, loss_cls: 1.8836, loss: 1.8836, grad_norm: 4.6125 2020-08-15 22:36:15,822 - mmaction - INFO - Epoch [28][200/940] lr: 1.000e-02, eta: 13:47:55, time: 0.708, data_time: 0.007, memory: 8343, top1_acc: 0.5508, top5_acc: 0.7686, loss_cls: 1.9293, loss: 1.9293, grad_norm: 4.5158 2020-08-15 22:36:30,418 - mmaction - INFO - Epoch [28][220/940] lr: 1.000e-02, eta: 13:47:40, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.5605, top5_acc: 0.7904, loss_cls: 1.8559, loss: 1.8559, grad_norm: 4.4860 2020-08-15 22:36:43,782 - mmaction - INFO - Epoch [28][240/940] lr: 1.000e-02, eta: 13:47:23, time: 0.670, data_time: 0.005, memory: 8343, top1_acc: 0.5629, top5_acc: 0.7896, loss_cls: 1.8591, loss: 1.8591, grad_norm: 4.6184 2020-08-15 22:36:57,817 - mmaction - INFO - Epoch [28][260/940] lr: 1.000e-02, eta: 13:47:07, time: 0.699, data_time: 0.005, memory: 8343, top1_acc: 0.5715, top5_acc: 0.7918, loss_cls: 1.8531, loss: 1.8531, grad_norm: 4.5367 2020-08-15 22:37:12,477 - mmaction - INFO - Epoch [28][280/940] lr: 1.000e-02, eta: 13:46:53, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.5607, top5_acc: 0.7820, loss_cls: 1.8802, loss: 1.8802, grad_norm: 4.5763 2020-08-15 22:37:27,263 - mmaction - INFO - Epoch [28][300/940] lr: 1.000e-02, eta: 13:46:39, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.5666, top5_acc: 0.7818, loss_cls: 1.8591, loss: 1.8591, grad_norm: 4.4946 2020-08-15 22:37:41,085 - mmaction - INFO - Epoch [28][320/940] lr: 1.000e-02, eta: 13:46:23, time: 0.692, data_time: 0.004, memory: 8343, top1_acc: 0.5553, top5_acc: 0.7785, loss_cls: 1.8804, loss: 1.8804, grad_norm: 4.6410 2020-08-15 22:37:56,447 - mmaction - INFO - Epoch [28][340/940] lr: 1.000e-02, eta: 13:46:10, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.5641, top5_acc: 0.7904, loss_cls: 1.8602, loss: 1.8602, grad_norm: 4.5098 2020-08-15 22:38:10,010 - mmaction - INFO - Epoch [28][360/940] lr: 1.000e-02, eta: 13:45:53, time: 0.679, data_time: 0.002, memory: 8343, top1_acc: 0.5676, top5_acc: 0.7916, loss_cls: 1.8328, loss: 1.8328, grad_norm: 4.4731 2020-08-15 22:38:24,397 - mmaction - INFO - Epoch [28][380/940] lr: 1.000e-02, eta: 13:45:38, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.5646, top5_acc: 0.7871, loss_cls: 1.8386, loss: 1.8386, grad_norm: 4.5074 2020-08-15 22:38:38,192 - mmaction - INFO - Epoch [28][400/940] lr: 1.000e-02, eta: 13:45:22, time: 0.691, data_time: 0.006, memory: 8343, top1_acc: 0.5680, top5_acc: 0.7900, loss_cls: 1.8504, loss: 1.8504, grad_norm: 4.5036 2020-08-15 22:38:53,466 - mmaction - INFO - Epoch [28][420/940] lr: 1.000e-02, eta: 13:45:09, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.5514, top5_acc: 0.7750, loss_cls: 1.8881, loss: 1.8881, grad_norm: 4.5796 2020-08-15 22:39:07,779 - mmaction - INFO - Epoch [28][440/940] lr: 1.000e-02, eta: 13:44:54, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.5609, top5_acc: 0.7898, loss_cls: 1.8600, loss: 1.8600, grad_norm: 4.5617 2020-08-15 22:39:21,875 - mmaction - INFO - Epoch [28][460/940] lr: 1.000e-02, eta: 13:44:39, time: 0.703, data_time: 0.006, memory: 8343, top1_acc: 0.5570, top5_acc: 0.7881, loss_cls: 1.8785, loss: 1.8785, grad_norm: 4.6283 2020-08-15 22:39:35,525 - mmaction - INFO - Epoch [28][480/940] lr: 1.000e-02, eta: 13:44:22, time: 0.685, data_time: 0.005, memory: 8343, top1_acc: 0.5686, top5_acc: 0.7879, loss_cls: 1.8346, loss: 1.8346, grad_norm: 4.5668 2020-08-15 22:39:49,509 - mmaction - INFO - Epoch [28][500/940] lr: 1.000e-02, eta: 13:44:06, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.5607, top5_acc: 0.7859, loss_cls: 1.8599, loss: 1.8599, grad_norm: 4.5156 2020-08-15 22:40:03,795 - mmaction - INFO - Epoch [28][520/940] lr: 1.000e-02, eta: 13:43:51, time: 0.716, data_time: 0.005, memory: 8343, top1_acc: 0.5605, top5_acc: 0.7814, loss_cls: 1.8584, loss: 1.8584, grad_norm: 4.5616 2020-08-15 22:40:17,684 - mmaction - INFO - Epoch [28][540/940] lr: 1.000e-02, eta: 13:43:35, time: 0.695, data_time: 0.003, memory: 8343, top1_acc: 0.5551, top5_acc: 0.7812, loss_cls: 1.8909, loss: 1.8909, grad_norm: 4.5904 2020-08-15 22:40:32,486 - mmaction - INFO - Epoch [28][560/940] lr: 1.000e-02, eta: 13:43:21, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.5520, top5_acc: 0.7902, loss_cls: 1.8617, loss: 1.8617, grad_norm: 4.6284 2020-08-15 22:40:46,499 - mmaction - INFO - Epoch [28][580/940] lr: 1.000e-02, eta: 13:43:05, time: 0.699, data_time: 0.006, memory: 8343, top1_acc: 0.5674, top5_acc: 0.7834, loss_cls: 1.8313, loss: 1.8313, grad_norm: 4.5299 2020-08-15 22:41:01,251 - mmaction - INFO - Epoch [28][600/940] lr: 1.000e-02, eta: 13:42:51, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.5516, top5_acc: 0.7742, loss_cls: 1.9151, loss: 1.9151, grad_norm: 4.6053 2020-08-15 22:41:15,606 - mmaction - INFO - Epoch [28][620/940] lr: 1.000e-02, eta: 13:42:36, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.5504, top5_acc: 0.7775, loss_cls: 1.9171, loss: 1.9171, grad_norm: 4.5889 2020-08-15 22:41:29,979 - mmaction - INFO - Epoch [28][640/940] lr: 1.000e-02, eta: 13:42:21, time: 0.718, data_time: 0.003, memory: 8343, top1_acc: 0.5670, top5_acc: 0.7902, loss_cls: 1.8494, loss: 1.8494, grad_norm: 4.4970 2020-08-15 22:41:43,636 - mmaction - INFO - Epoch [28][660/940] lr: 1.000e-02, eta: 13:42:05, time: 0.683, data_time: 0.003, memory: 8343, top1_acc: 0.5648, top5_acc: 0.7863, loss_cls: 1.8930, loss: 1.8930, grad_norm: 4.6722 2020-08-15 22:41:57,857 - mmaction - INFO - Epoch [28][680/940] lr: 1.000e-02, eta: 13:41:49, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.5539, top5_acc: 0.7711, loss_cls: 1.9451, loss: 1.9451, grad_norm: 4.6679 2020-08-15 22:42:11,597 - mmaction - INFO - Epoch [28][700/940] lr: 1.000e-02, eta: 13:41:33, time: 0.689, data_time: 0.005, memory: 8343, top1_acc: 0.5654, top5_acc: 0.7820, loss_cls: 1.8805, loss: 1.8805, grad_norm: 4.5057 2020-08-15 22:42:25,741 - mmaction - INFO - Epoch [28][720/940] lr: 1.000e-02, eta: 13:41:17, time: 0.705, data_time: 0.006, memory: 8343, top1_acc: 0.5643, top5_acc: 0.7889, loss_cls: 1.8440, loss: 1.8440, grad_norm: 4.5032 2020-08-15 22:42:40,844 - mmaction - INFO - Epoch [28][740/940] lr: 1.000e-02, eta: 13:41:04, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.5529, top5_acc: 0.7805, loss_cls: 1.9102, loss: 1.9102, grad_norm: 4.6575 2020-08-15 22:42:55,206 - mmaction - INFO - Epoch [28][760/940] lr: 1.000e-02, eta: 13:40:49, time: 0.717, data_time: 0.007, memory: 8343, top1_acc: 0.5648, top5_acc: 0.7830, loss_cls: 1.8537, loss: 1.8537, grad_norm: 4.4907 2020-08-15 22:43:08,821 - mmaction - INFO - Epoch [28][780/940] lr: 1.000e-02, eta: 13:40:33, time: 0.683, data_time: 0.004, memory: 8343, top1_acc: 0.5516, top5_acc: 0.7842, loss_cls: 1.8811, loss: 1.8811, grad_norm: 4.5838 2020-08-15 22:43:23,285 - mmaction - INFO - Epoch [28][800/940] lr: 1.000e-02, eta: 13:40:18, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.5459, top5_acc: 0.7830, loss_cls: 1.9032, loss: 1.9032, grad_norm: 4.5822 2020-08-15 22:43:37,939 - mmaction - INFO - Epoch [28][820/940] lr: 1.000e-02, eta: 13:40:04, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.5521, top5_acc: 0.7783, loss_cls: 1.9011, loss: 1.9011, grad_norm: 4.5299 2020-08-15 22:43:51,564 - mmaction - INFO - Epoch [28][840/940] lr: 1.000e-02, eta: 13:39:47, time: 0.679, data_time: 0.006, memory: 8343, top1_acc: 0.5543, top5_acc: 0.7848, loss_cls: 1.8816, loss: 1.8816, grad_norm: 4.5926 2020-08-15 22:44:05,378 - mmaction - INFO - Epoch [28][860/940] lr: 1.000e-02, eta: 13:39:31, time: 0.693, data_time: 0.006, memory: 8343, top1_acc: 0.5633, top5_acc: 0.7910, loss_cls: 1.8663, loss: 1.8663, grad_norm: 4.6148 2020-08-15 22:44:20,378 - mmaction - INFO - Epoch [28][880/940] lr: 1.000e-02, eta: 13:39:17, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.5523, top5_acc: 0.7729, loss_cls: 1.9071, loss: 1.9071, grad_norm: 4.6332 2020-08-15 22:44:34,719 - mmaction - INFO - Epoch [28][900/940] lr: 1.000e-02, eta: 13:39:02, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.5580, top5_acc: 0.7848, loss_cls: 1.8754, loss: 1.8754, grad_norm: 4.5387 2020-08-15 22:44:48,281 - mmaction - INFO - Epoch [28][920/940] lr: 1.000e-02, eta: 13:38:46, time: 0.678, data_time: 0.005, memory: 8343, top1_acc: 0.5637, top5_acc: 0.7867, loss_cls: 1.8756, loss: 1.8756, grad_norm: 4.5590 2020-08-15 22:45:01,755 - mmaction - INFO - Epoch [28][940/940] lr: 1.000e-02, eta: 13:38:28, time: 0.673, data_time: 0.007, memory: 8343, top1_acc: 0.5571, top5_acc: 0.7774, loss_cls: 1.9003, loss: 1.9003, grad_norm: 4.5903 2020-08-15 22:45:23,186 - mmaction - INFO - Epoch [29][20/940] lr: 1.000e-02, eta: 13:38:30, time: 1.046, data_time: 0.440, memory: 8343, top1_acc: 0.5771, top5_acc: 0.7963, loss_cls: 1.7797, loss: 1.7797, grad_norm: 4.4816 2020-08-15 22:45:36,201 - mmaction - INFO - Epoch [29][40/940] lr: 1.000e-02, eta: 13:38:12, time: 0.647, data_time: 0.005, memory: 8343, top1_acc: 0.5537, top5_acc: 0.7904, loss_cls: 1.8694, loss: 1.8694, grad_norm: 4.5325 2020-08-15 22:45:50,994 - mmaction - INFO - Epoch [29][60/940] lr: 1.000e-02, eta: 13:37:58, time: 0.743, data_time: 0.007, memory: 8343, top1_acc: 0.5709, top5_acc: 0.7937, loss_cls: 1.8065, loss: 1.8065, grad_norm: 4.5054 2020-08-15 22:46:04,710 - mmaction - INFO - Epoch [29][80/940] lr: 1.000e-02, eta: 13:37:41, time: 0.684, data_time: 0.006, memory: 8343, top1_acc: 0.5578, top5_acc: 0.7826, loss_cls: 1.8866, loss: 1.8866, grad_norm: 4.5273 2020-08-15 22:46:19,164 - mmaction - INFO - Epoch [29][100/940] lr: 1.000e-02, eta: 13:37:27, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.5648, top5_acc: 0.7848, loss_cls: 1.8319, loss: 1.8319, grad_norm: 4.5147 2020-08-15 22:46:33,397 - mmaction - INFO - Epoch [29][120/940] lr: 1.000e-02, eta: 13:37:11, time: 0.710, data_time: 0.007, memory: 8343, top1_acc: 0.5674, top5_acc: 0.7986, loss_cls: 1.7799, loss: 1.7799, grad_norm: 4.4944 2020-08-15 22:46:46,954 - mmaction - INFO - Epoch [29][140/940] lr: 1.000e-02, eta: 13:36:55, time: 0.680, data_time: 0.006, memory: 8343, top1_acc: 0.5625, top5_acc: 0.7834, loss_cls: 1.8487, loss: 1.8487, grad_norm: 4.6080 2020-08-15 22:47:00,893 - mmaction - INFO - Epoch [29][160/940] lr: 1.000e-02, eta: 13:36:39, time: 0.696, data_time: 0.006, memory: 8343, top1_acc: 0.5656, top5_acc: 0.7867, loss_cls: 1.8559, loss: 1.8559, grad_norm: 4.5674 2020-08-15 22:47:14,682 - mmaction - INFO - Epoch [29][180/940] lr: 1.000e-02, eta: 13:36:22, time: 0.691, data_time: 0.005, memory: 8343, top1_acc: 0.5693, top5_acc: 0.7895, loss_cls: 1.8364, loss: 1.8364, grad_norm: 4.5623 2020-08-15 22:47:29,861 - mmaction - INFO - Epoch [29][200/940] lr: 1.000e-02, eta: 13:36:09, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.5627, top5_acc: 0.7924, loss_cls: 1.8572, loss: 1.8572, grad_norm: 4.6160 2020-08-15 22:47:44,464 - mmaction - INFO - Epoch [29][220/940] lr: 1.000e-02, eta: 13:35:55, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.5713, top5_acc: 0.7922, loss_cls: 1.8366, loss: 1.8366, grad_norm: 4.5610 2020-08-15 22:47:58,895 - mmaction - INFO - Epoch [29][240/940] lr: 1.000e-02, eta: 13:35:40, time: 0.721, data_time: 0.007, memory: 8343, top1_acc: 0.5678, top5_acc: 0.7926, loss_cls: 1.8310, loss: 1.8310, grad_norm: 4.5052 2020-08-15 22:48:12,960 - mmaction - INFO - Epoch [29][260/940] lr: 1.000e-02, eta: 13:35:25, time: 0.703, data_time: 0.004, memory: 8343, top1_acc: 0.5703, top5_acc: 0.7922, loss_cls: 1.8183, loss: 1.8183, grad_norm: 4.4606 2020-08-15 22:48:27,092 - mmaction - INFO - Epoch [29][280/940] lr: 1.000e-02, eta: 13:35:09, time: 0.704, data_time: 0.006, memory: 8343, top1_acc: 0.5617, top5_acc: 0.7883, loss_cls: 1.8608, loss: 1.8608, grad_norm: 4.5704 2020-08-15 22:48:41,314 - mmaction - INFO - Epoch [29][300/940] lr: 1.000e-02, eta: 13:34:54, time: 0.714, data_time: 0.006, memory: 8343, top1_acc: 0.5674, top5_acc: 0.7857, loss_cls: 1.8626, loss: 1.8626, grad_norm: 4.6080 2020-08-15 22:48:55,176 - mmaction - INFO - Epoch [29][320/940] lr: 1.000e-02, eta: 13:34:38, time: 0.691, data_time: 0.006, memory: 8343, top1_acc: 0.5586, top5_acc: 0.7889, loss_cls: 1.8498, loss: 1.8498, grad_norm: 4.5610 2020-08-15 22:49:09,878 - mmaction - INFO - Epoch [29][340/940] lr: 1.000e-02, eta: 13:34:24, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.5627, top5_acc: 0.7898, loss_cls: 1.8507, loss: 1.8507, grad_norm: 4.4963 2020-08-15 22:49:23,401 - mmaction - INFO - Epoch [29][360/940] lr: 1.000e-02, eta: 13:34:07, time: 0.674, data_time: 0.006, memory: 8343, top1_acc: 0.5643, top5_acc: 0.7863, loss_cls: 1.8440, loss: 1.8440, grad_norm: 4.5718 2020-08-15 22:49:37,408 - mmaction - INFO - Epoch [29][380/940] lr: 1.000e-02, eta: 13:33:51, time: 0.702, data_time: 0.005, memory: 8343, top1_acc: 0.5582, top5_acc: 0.7840, loss_cls: 1.8964, loss: 1.8964, grad_norm: 4.6835 2020-08-15 22:49:53,306 - mmaction - INFO - Epoch [29][400/940] lr: 1.000e-02, eta: 13:33:40, time: 0.793, data_time: 0.006, memory: 8343, top1_acc: 0.5771, top5_acc: 0.7920, loss_cls: 1.8097, loss: 1.8097, grad_norm: 4.4748 2020-08-15 22:50:07,064 - mmaction - INFO - Epoch [29][420/940] lr: 1.000e-02, eta: 13:33:24, time: 0.690, data_time: 0.005, memory: 8343, top1_acc: 0.5582, top5_acc: 0.7793, loss_cls: 1.8826, loss: 1.8826, grad_norm: 4.5358 2020-08-15 22:50:20,847 - mmaction - INFO - Epoch [29][440/940] lr: 1.000e-02, eta: 13:33:07, time: 0.688, data_time: 0.005, memory: 8343, top1_acc: 0.5605, top5_acc: 0.7875, loss_cls: 1.8496, loss: 1.8496, grad_norm: 4.5681 2020-08-15 22:50:35,473 - mmaction - INFO - Epoch [29][460/940] lr: 1.000e-02, eta: 13:32:53, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.5734, top5_acc: 0.7945, loss_cls: 1.8182, loss: 1.8182, grad_norm: 4.5065 2020-08-15 22:50:49,255 - mmaction - INFO - Epoch [29][480/940] lr: 1.000e-02, eta: 13:32:37, time: 0.687, data_time: 0.007, memory: 8343, top1_acc: 0.5684, top5_acc: 0.7816, loss_cls: 1.8482, loss: 1.8482, grad_norm: 4.5536 2020-08-15 22:51:03,189 - mmaction - INFO - Epoch [29][500/940] lr: 1.000e-02, eta: 13:32:21, time: 0.699, data_time: 0.004, memory: 8343, top1_acc: 0.5732, top5_acc: 0.7941, loss_cls: 1.8151, loss: 1.8151, grad_norm: 4.6051 2020-08-15 22:51:18,009 - mmaction - INFO - Epoch [29][520/940] lr: 1.000e-02, eta: 13:32:07, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.5621, top5_acc: 0.7934, loss_cls: 1.8457, loss: 1.8457, grad_norm: 4.5489 2020-08-15 22:51:31,558 - mmaction - INFO - Epoch [29][540/940] lr: 1.000e-02, eta: 13:31:50, time: 0.677, data_time: 0.003, memory: 8343, top1_acc: 0.5734, top5_acc: 0.7918, loss_cls: 1.8272, loss: 1.8272, grad_norm: 4.5584 2020-08-15 22:51:45,274 - mmaction - INFO - Epoch [29][560/940] lr: 1.000e-02, eta: 13:31:33, time: 0.684, data_time: 0.005, memory: 8343, top1_acc: 0.5668, top5_acc: 0.7867, loss_cls: 1.8518, loss: 1.8518, grad_norm: 4.5845 2020-08-15 22:51:59,647 - mmaction - INFO - Epoch [29][580/940] lr: 1.000e-02, eta: 13:31:19, time: 0.722, data_time: 0.006, memory: 8343, top1_acc: 0.5691, top5_acc: 0.7867, loss_cls: 1.8360, loss: 1.8360, grad_norm: 4.5715 2020-08-15 22:52:13,727 - mmaction - INFO - Epoch [29][600/940] lr: 1.000e-02, eta: 13:31:03, time: 0.702, data_time: 0.006, memory: 8343, top1_acc: 0.5621, top5_acc: 0.7934, loss_cls: 1.8506, loss: 1.8506, grad_norm: 4.6081 2020-08-15 22:52:28,842 - mmaction - INFO - Epoch [29][620/940] lr: 1.000e-02, eta: 13:30:50, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.5645, top5_acc: 0.7945, loss_cls: 1.8527, loss: 1.8527, grad_norm: 4.6365 2020-08-15 22:52:42,347 - mmaction - INFO - Epoch [29][640/940] lr: 1.000e-02, eta: 13:30:33, time: 0.674, data_time: 0.007, memory: 8343, top1_acc: 0.5584, top5_acc: 0.7877, loss_cls: 1.8691, loss: 1.8691, grad_norm: 4.5469 2020-08-15 22:52:56,402 - mmaction - INFO - Epoch [29][660/940] lr: 1.000e-02, eta: 13:30:18, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.5553, top5_acc: 0.7758, loss_cls: 1.9009, loss: 1.9009, grad_norm: 4.5904 2020-08-15 22:53:10,696 - mmaction - INFO - Epoch [29][680/940] lr: 1.000e-02, eta: 13:30:02, time: 0.714, data_time: 0.007, memory: 8343, top1_acc: 0.5594, top5_acc: 0.7754, loss_cls: 1.9127, loss: 1.9127, grad_norm: 4.5903 2020-08-15 22:53:24,316 - mmaction - INFO - Epoch [29][700/940] lr: 1.000e-02, eta: 13:29:46, time: 0.683, data_time: 0.005, memory: 8343, top1_acc: 0.5586, top5_acc: 0.7846, loss_cls: 1.8856, loss: 1.8856, grad_norm: 4.5453 2020-08-15 22:53:39,578 - mmaction - INFO - Epoch [29][720/940] lr: 1.000e-02, eta: 13:29:33, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.5588, top5_acc: 0.7920, loss_cls: 1.8534, loss: 1.8534, grad_norm: 4.6245 2020-08-15 22:53:52,678 - mmaction - INFO - Epoch [29][740/940] lr: 1.000e-02, eta: 13:29:15, time: 0.657, data_time: 0.005, memory: 8343, top1_acc: 0.5574, top5_acc: 0.7824, loss_cls: 1.8825, loss: 1.8825, grad_norm: 4.5679 2020-08-15 22:54:07,763 - mmaction - INFO - Epoch [29][760/940] lr: 1.000e-02, eta: 13:29:02, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.5578, top5_acc: 0.7787, loss_cls: 1.8927, loss: 1.8927, grad_norm: 4.6562 2020-08-15 22:54:21,493 - mmaction - INFO - Epoch [29][780/940] lr: 1.000e-02, eta: 13:28:46, time: 0.689, data_time: 0.006, memory: 8343, top1_acc: 0.5551, top5_acc: 0.7861, loss_cls: 1.8784, loss: 1.8784, grad_norm: 4.5908 2020-08-15 22:54:35,432 - mmaction - INFO - Epoch [29][800/940] lr: 1.000e-02, eta: 13:28:30, time: 0.695, data_time: 0.005, memory: 8343, top1_acc: 0.5631, top5_acc: 0.7836, loss_cls: 1.8711, loss: 1.8711, grad_norm: 4.5832 2020-08-15 22:54:49,959 - mmaction - INFO - Epoch [29][820/940] lr: 1.000e-02, eta: 13:28:15, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.5529, top5_acc: 0.7836, loss_cls: 1.8689, loss: 1.8689, grad_norm: 4.6408 2020-08-15 22:55:04,811 - mmaction - INFO - Epoch [29][840/940] lr: 1.000e-02, eta: 13:28:02, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.5643, top5_acc: 0.7918, loss_cls: 1.8417, loss: 1.8417, grad_norm: 4.5415 2020-08-15 22:55:18,408 - mmaction - INFO - Epoch [29][860/940] lr: 1.000e-02, eta: 13:27:45, time: 0.680, data_time: 0.002, memory: 8343, top1_acc: 0.5568, top5_acc: 0.7701, loss_cls: 1.9000, loss: 1.9000, grad_norm: 4.5957 2020-08-15 22:55:32,637 - mmaction - INFO - Epoch [29][880/940] lr: 1.000e-02, eta: 13:27:30, time: 0.711, data_time: 0.006, memory: 8343, top1_acc: 0.5764, top5_acc: 0.7865, loss_cls: 1.8378, loss: 1.8378, grad_norm: 4.5199 2020-08-15 22:55:46,408 - mmaction - INFO - Epoch [29][900/940] lr: 1.000e-02, eta: 13:27:13, time: 0.689, data_time: 0.002, memory: 8343, top1_acc: 0.5578, top5_acc: 0.7801, loss_cls: 1.8701, loss: 1.8701, grad_norm: 4.5175 2020-08-15 22:56:00,568 - mmaction - INFO - Epoch [29][920/940] lr: 1.000e-02, eta: 13:26:58, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.5545, top5_acc: 0.7861, loss_cls: 1.8759, loss: 1.8759, grad_norm: 4.5465 2020-08-15 22:56:13,886 - mmaction - INFO - Epoch [29][940/940] lr: 1.000e-02, eta: 13:26:41, time: 0.667, data_time: 0.005, memory: 8343, top1_acc: 0.5608, top5_acc: 0.7813, loss_cls: 1.8894, loss: 1.8894, grad_norm: 4.5780 2020-08-15 22:56:35,472 - mmaction - INFO - Epoch [30][20/940] lr: 1.000e-02, eta: 13:26:42, time: 1.054, data_time: 0.447, memory: 8343, top1_acc: 0.5746, top5_acc: 0.7961, loss_cls: 1.8236, loss: 1.8236, grad_norm: 4.5609 2020-08-15 22:56:49,162 - mmaction - INFO - Epoch [30][40/940] lr: 1.000e-02, eta: 13:26:26, time: 0.687, data_time: 0.006, memory: 8343, top1_acc: 0.5672, top5_acc: 0.7848, loss_cls: 1.8501, loss: 1.8501, grad_norm: 4.5448 2020-08-15 22:57:03,601 - mmaction - INFO - Epoch [30][60/940] lr: 1.000e-02, eta: 13:26:11, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.5629, top5_acc: 0.7900, loss_cls: 1.8720, loss: 1.8720, grad_norm: 4.5888 2020-08-15 22:57:17,388 - mmaction - INFO - Epoch [30][80/940] lr: 1.000e-02, eta: 13:25:55, time: 0.691, data_time: 0.006, memory: 8343, top1_acc: 0.5695, top5_acc: 0.7945, loss_cls: 1.8130, loss: 1.8130, grad_norm: 4.4677 2020-08-15 22:57:31,770 - mmaction - INFO - Epoch [30][100/940] lr: 1.000e-02, eta: 13:25:40, time: 0.716, data_time: 0.005, memory: 8343, top1_acc: 0.5713, top5_acc: 0.7918, loss_cls: 1.8068, loss: 1.8068, grad_norm: 4.5023 2020-08-15 22:57:46,735 - mmaction - INFO - Epoch [30][120/940] lr: 1.000e-02, eta: 13:25:27, time: 0.751, data_time: 0.007, memory: 8343, top1_acc: 0.5768, top5_acc: 0.7980, loss_cls: 1.7922, loss: 1.7922, grad_norm: 4.5035 2020-08-15 22:58:00,357 - mmaction - INFO - Epoch [30][140/940] lr: 1.000e-02, eta: 13:25:10, time: 0.678, data_time: 0.006, memory: 8343, top1_acc: 0.5705, top5_acc: 0.7947, loss_cls: 1.8139, loss: 1.8139, grad_norm: 4.5608 2020-08-15 22:58:14,571 - mmaction - INFO - Epoch [30][160/940] lr: 1.000e-02, eta: 13:24:55, time: 0.714, data_time: 0.007, memory: 8343, top1_acc: 0.5717, top5_acc: 0.7994, loss_cls: 1.7970, loss: 1.7970, grad_norm: 4.5510 2020-08-15 22:58:28,283 - mmaction - INFO - Epoch [30][180/940] lr: 1.000e-02, eta: 13:24:38, time: 0.684, data_time: 0.005, memory: 8343, top1_acc: 0.5732, top5_acc: 0.7949, loss_cls: 1.8019, loss: 1.8019, grad_norm: 4.5579 2020-08-15 22:58:42,253 - mmaction - INFO - Epoch [30][200/940] lr: 1.000e-02, eta: 13:24:23, time: 0.700, data_time: 0.005, memory: 8343, top1_acc: 0.5801, top5_acc: 0.7990, loss_cls: 1.7666, loss: 1.7666, grad_norm: 4.5022 2020-08-15 22:58:56,365 - mmaction - INFO - Epoch [30][220/940] lr: 1.000e-02, eta: 13:24:07, time: 0.703, data_time: 0.005, memory: 8343, top1_acc: 0.5672, top5_acc: 0.7971, loss_cls: 1.8382, loss: 1.8382, grad_norm: 4.6186 2020-08-15 22:59:10,045 - mmaction - INFO - Epoch [30][240/940] lr: 1.000e-02, eta: 13:23:51, time: 0.687, data_time: 0.006, memory: 8343, top1_acc: 0.5506, top5_acc: 0.7781, loss_cls: 1.9205, loss: 1.9205, grad_norm: 4.6545 2020-08-15 22:59:24,662 - mmaction - INFO - Epoch [30][260/940] lr: 1.000e-02, eta: 13:23:36, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.5701, top5_acc: 0.7967, loss_cls: 1.8064, loss: 1.8064, grad_norm: 4.5123 2020-08-15 22:59:38,110 - mmaction - INFO - Epoch [30][280/940] lr: 1.000e-02, eta: 13:23:19, time: 0.675, data_time: 0.006, memory: 8343, top1_acc: 0.5678, top5_acc: 0.7992, loss_cls: 1.7970, loss: 1.7970, grad_norm: 4.5368 2020-08-15 22:59:52,737 - mmaction - INFO - Epoch [30][300/940] lr: 1.000e-02, eta: 13:23:05, time: 0.730, data_time: 0.006, memory: 8343, top1_acc: 0.5725, top5_acc: 0.7965, loss_cls: 1.8098, loss: 1.8098, grad_norm: 4.5689 2020-08-15 23:00:07,242 - mmaction - INFO - Epoch [30][320/940] lr: 1.000e-02, eta: 13:22:51, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.5738, top5_acc: 0.7900, loss_cls: 1.8313, loss: 1.8313, grad_norm: 4.6045 2020-08-15 23:00:22,111 - mmaction - INFO - Epoch [30][340/940] lr: 1.000e-02, eta: 13:22:37, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.5799, top5_acc: 0.7896, loss_cls: 1.8106, loss: 1.8106, grad_norm: 4.5763 2020-08-15 23:00:35,526 - mmaction - INFO - Epoch [30][360/940] lr: 1.000e-02, eta: 13:22:20, time: 0.669, data_time: 0.006, memory: 8343, top1_acc: 0.5816, top5_acc: 0.7947, loss_cls: 1.7985, loss: 1.7985, grad_norm: 4.4990 2020-08-15 23:00:49,296 - mmaction - INFO - Epoch [30][380/940] lr: 1.000e-02, eta: 13:22:04, time: 0.691, data_time: 0.006, memory: 8343, top1_acc: 0.5750, top5_acc: 0.7967, loss_cls: 1.8044, loss: 1.8044, grad_norm: 4.5301 2020-08-15 23:01:03,147 - mmaction - INFO - Epoch [30][400/940] lr: 1.000e-02, eta: 13:21:47, time: 0.691, data_time: 0.005, memory: 8343, top1_acc: 0.5729, top5_acc: 0.7939, loss_cls: 1.8265, loss: 1.8265, grad_norm: 4.5332 2020-08-15 23:01:18,873 - mmaction - INFO - Epoch [30][420/940] lr: 1.000e-02, eta: 13:21:36, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.5602, top5_acc: 0.7846, loss_cls: 1.8532, loss: 1.8532, grad_norm: 4.7036 2020-08-15 23:01:32,457 - mmaction - INFO - Epoch [30][440/940] lr: 1.000e-02, eta: 13:21:19, time: 0.678, data_time: 0.007, memory: 8343, top1_acc: 0.5633, top5_acc: 0.7861, loss_cls: 1.8290, loss: 1.8290, grad_norm: 4.6207 2020-08-15 23:01:46,312 - mmaction - INFO - Epoch [30][460/940] lr: 1.000e-02, eta: 13:21:03, time: 0.695, data_time: 0.005, memory: 8343, top1_acc: 0.5684, top5_acc: 0.7891, loss_cls: 1.8290, loss: 1.8290, grad_norm: 4.5102 2020-08-15 23:02:00,512 - mmaction - INFO - Epoch [30][480/940] lr: 1.000e-02, eta: 13:20:48, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.5678, top5_acc: 0.7889, loss_cls: 1.8316, loss: 1.8316, grad_norm: 4.5514 2020-08-15 23:02:14,351 - mmaction - INFO - Epoch [30][500/940] lr: 1.000e-02, eta: 13:20:32, time: 0.692, data_time: 0.003, memory: 8343, top1_acc: 0.5578, top5_acc: 0.7879, loss_cls: 1.8594, loss: 1.8594, grad_norm: 4.6016 2020-08-15 23:02:29,623 - mmaction - INFO - Epoch [30][520/940] lr: 1.000e-02, eta: 13:20:19, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.5447, top5_acc: 0.7852, loss_cls: 1.8756, loss: 1.8756, grad_norm: 4.6824 2020-08-15 23:02:43,087 - mmaction - INFO - Epoch [30][540/940] lr: 1.000e-02, eta: 13:20:02, time: 0.674, data_time: 0.003, memory: 8343, top1_acc: 0.5580, top5_acc: 0.7871, loss_cls: 1.8562, loss: 1.8562, grad_norm: 4.6066 2020-08-15 23:02:57,520 - mmaction - INFO - Epoch [30][560/940] lr: 1.000e-02, eta: 13:19:47, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.5629, top5_acc: 0.7828, loss_cls: 1.8649, loss: 1.8649, grad_norm: 4.6939 2020-08-15 23:03:11,638 - mmaction - INFO - Epoch [30][580/940] lr: 1.000e-02, eta: 13:19:32, time: 0.710, data_time: 0.007, memory: 8343, top1_acc: 0.5639, top5_acc: 0.7904, loss_cls: 1.8416, loss: 1.8416, grad_norm: 4.5539 2020-08-15 23:03:25,354 - mmaction - INFO - Epoch [30][600/940] lr: 1.000e-02, eta: 13:19:16, time: 0.683, data_time: 0.006, memory: 8343, top1_acc: 0.5648, top5_acc: 0.7857, loss_cls: 1.8343, loss: 1.8343, grad_norm: 4.4886 2020-08-15 23:03:40,135 - mmaction - INFO - Epoch [30][620/940] lr: 1.000e-02, eta: 13:19:02, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.5455, top5_acc: 0.7762, loss_cls: 1.9240, loss: 1.9240, grad_norm: 4.7183 2020-08-15 23:03:54,590 - mmaction - INFO - Epoch [30][640/940] lr: 1.000e-02, eta: 13:18:47, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.5707, top5_acc: 0.7934, loss_cls: 1.7913, loss: 1.7913, grad_norm: 4.4720 2020-08-15 23:04:08,257 - mmaction - INFO - Epoch [30][660/940] lr: 1.000e-02, eta: 13:18:31, time: 0.686, data_time: 0.006, memory: 8343, top1_acc: 0.5691, top5_acc: 0.7912, loss_cls: 1.8296, loss: 1.8296, grad_norm: 4.5597 2020-08-15 23:04:22,908 - mmaction - INFO - Epoch [30][680/940] lr: 1.000e-02, eta: 13:18:17, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.5588, top5_acc: 0.7879, loss_cls: 1.8741, loss: 1.8741, grad_norm: 4.6755 2020-08-15 23:04:37,083 - mmaction - INFO - Epoch [30][700/940] lr: 1.000e-02, eta: 13:18:01, time: 0.711, data_time: 0.006, memory: 8343, top1_acc: 0.5588, top5_acc: 0.7910, loss_cls: 1.8575, loss: 1.8575, grad_norm: 4.5560 2020-08-15 23:04:51,870 - mmaction - INFO - Epoch [30][720/940] lr: 1.000e-02, eta: 13:17:47, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.5637, top5_acc: 0.7891, loss_cls: 1.8650, loss: 1.8650, grad_norm: 4.6451 2020-08-15 23:05:06,457 - mmaction - INFO - Epoch [30][740/940] lr: 1.000e-02, eta: 13:17:33, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.5541, top5_acc: 0.7844, loss_cls: 1.8685, loss: 1.8685, grad_norm: 4.5958 2020-08-15 23:05:20,373 - mmaction - INFO - Epoch [30][760/940] lr: 1.000e-02, eta: 13:17:17, time: 0.693, data_time: 0.007, memory: 8343, top1_acc: 0.5602, top5_acc: 0.7918, loss_cls: 1.8394, loss: 1.8394, grad_norm: 4.5226 2020-08-15 23:05:34,042 - mmaction - INFO - Epoch [30][780/940] lr: 1.000e-02, eta: 13:17:01, time: 0.687, data_time: 0.007, memory: 8343, top1_acc: 0.5676, top5_acc: 0.7850, loss_cls: 1.8420, loss: 1.8420, grad_norm: 4.5129 2020-08-15 23:05:48,080 - mmaction - INFO - Epoch [30][800/940] lr: 1.000e-02, eta: 13:16:45, time: 0.700, data_time: 0.006, memory: 8343, top1_acc: 0.5625, top5_acc: 0.7812, loss_cls: 1.8850, loss: 1.8850, grad_norm: 4.5925 2020-08-15 23:06:03,043 - mmaction - INFO - Epoch [30][820/940] lr: 1.000e-02, eta: 13:16:32, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.5525, top5_acc: 0.7848, loss_cls: 1.8915, loss: 1.8915, grad_norm: 4.6167 2020-08-15 23:06:16,891 - mmaction - INFO - Epoch [30][840/940] lr: 1.000e-02, eta: 13:16:16, time: 0.690, data_time: 0.007, memory: 8343, top1_acc: 0.5582, top5_acc: 0.7822, loss_cls: 1.8623, loss: 1.8623, grad_norm: 4.5403 2020-08-15 23:06:31,453 - mmaction - INFO - Epoch [30][860/940] lr: 1.000e-02, eta: 13:16:02, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.5623, top5_acc: 0.7857, loss_cls: 1.8451, loss: 1.8451, grad_norm: 4.6010 2020-08-15 23:06:45,381 - mmaction - INFO - Epoch [30][880/940] lr: 1.000e-02, eta: 13:15:46, time: 0.695, data_time: 0.005, memory: 8343, top1_acc: 0.5561, top5_acc: 0.7834, loss_cls: 1.8654, loss: 1.8654, grad_norm: 4.6137 2020-08-15 23:07:00,323 - mmaction - INFO - Epoch [30][900/940] lr: 1.000e-02, eta: 13:15:32, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.5650, top5_acc: 0.7885, loss_cls: 1.8396, loss: 1.8396, grad_norm: 4.5187 2020-08-15 23:07:14,736 - mmaction - INFO - Epoch [30][920/940] lr: 1.000e-02, eta: 13:15:17, time: 0.719, data_time: 0.007, memory: 8343, top1_acc: 0.5592, top5_acc: 0.7834, loss_cls: 1.8742, loss: 1.8742, grad_norm: 4.5820 2020-08-15 23:07:27,745 - mmaction - INFO - Epoch [30][940/940] lr: 1.000e-02, eta: 13:15:00, time: 0.653, data_time: 0.007, memory: 8343, top1_acc: 0.5502, top5_acc: 0.7856, loss_cls: 1.8778, loss: 1.8778, grad_norm: 4.6713 2020-08-15 23:07:28,380 - mmaction - INFO - Saving checkpoint at 30 epochs 2020-08-15 23:07:52,929 - mmaction - INFO - Epoch [31][20/940] lr: 1.000e-02, eta: 13:15:05, time: 1.148, data_time: 0.528, memory: 8343, top1_acc: 0.5666, top5_acc: 0.7844, loss_cls: 1.8603, loss: 1.8603, grad_norm: 4.6114 2020-08-15 23:08:05,953 - mmaction - INFO - Epoch [31][40/940] lr: 1.000e-02, eta: 13:14:47, time: 0.652, data_time: 0.003, memory: 8343, top1_acc: 0.5580, top5_acc: 0.7867, loss_cls: 1.8595, loss: 1.8595, grad_norm: 4.5476 2020-08-15 23:08:19,346 - mmaction - INFO - Epoch [31][60/940] lr: 1.000e-02, eta: 13:14:30, time: 0.667, data_time: 0.006, memory: 8343, top1_acc: 0.5813, top5_acc: 0.7947, loss_cls: 1.8016, loss: 1.8016, grad_norm: 4.4438 2020-08-15 23:08:33,019 - mmaction - INFO - Epoch [31][80/940] lr: 1.000e-02, eta: 13:14:13, time: 0.687, data_time: 0.006, memory: 8343, top1_acc: 0.5592, top5_acc: 0.7793, loss_cls: 1.8742, loss: 1.8742, grad_norm: 4.5435 2020-08-15 23:08:47,642 - mmaction - INFO - Epoch [31][100/940] lr: 1.000e-02, eta: 13:13:59, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.5867, top5_acc: 0.7930, loss_cls: 1.7769, loss: 1.7769, grad_norm: 4.4287 2020-08-15 23:09:01,953 - mmaction - INFO - Epoch [31][120/940] lr: 1.000e-02, eta: 13:13:44, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.5623, top5_acc: 0.7922, loss_cls: 1.8429, loss: 1.8429, grad_norm: 4.5448 2020-08-15 23:09:15,837 - mmaction - INFO - Epoch [31][140/940] lr: 1.000e-02, eta: 13:13:28, time: 0.694, data_time: 0.005, memory: 8343, top1_acc: 0.5613, top5_acc: 0.7832, loss_cls: 1.8849, loss: 1.8849, grad_norm: 4.6290 2020-08-15 23:09:31,120 - mmaction - INFO - Epoch [31][160/940] lr: 1.000e-02, eta: 13:13:15, time: 0.764, data_time: 0.003, memory: 8343, top1_acc: 0.5691, top5_acc: 0.7910, loss_cls: 1.8312, loss: 1.8312, grad_norm: 4.5245 2020-08-15 23:09:45,205 - mmaction - INFO - Epoch [31][180/940] lr: 1.000e-02, eta: 13:13:00, time: 0.702, data_time: 0.007, memory: 8343, top1_acc: 0.5740, top5_acc: 0.8035, loss_cls: 1.7704, loss: 1.7704, grad_norm: 4.4883 2020-08-15 23:09:59,758 - mmaction - INFO - Epoch [31][200/940] lr: 1.000e-02, eta: 13:12:46, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.5730, top5_acc: 0.7912, loss_cls: 1.8163, loss: 1.8163, grad_norm: 4.6062 2020-08-15 23:10:13,340 - mmaction - INFO - Epoch [31][220/940] lr: 1.000e-02, eta: 13:12:29, time: 0.676, data_time: 0.006, memory: 8343, top1_acc: 0.5738, top5_acc: 0.7982, loss_cls: 1.7907, loss: 1.7907, grad_norm: 4.5656 2020-08-15 23:10:28,110 - mmaction - INFO - Epoch [31][240/940] lr: 1.000e-02, eta: 13:12:15, time: 0.741, data_time: 0.007, memory: 8343, top1_acc: 0.5637, top5_acc: 0.7977, loss_cls: 1.8168, loss: 1.8168, grad_norm: 4.6962 2020-08-15 23:10:42,092 - mmaction - INFO - Epoch [31][260/940] lr: 1.000e-02, eta: 13:11:59, time: 0.696, data_time: 0.007, memory: 8343, top1_acc: 0.5678, top5_acc: 0.7953, loss_cls: 1.8119, loss: 1.8119, grad_norm: 4.5632 2020-08-15 23:10:56,043 - mmaction - INFO - Epoch [31][280/940] lr: 1.000e-02, eta: 13:11:44, time: 0.702, data_time: 0.007, memory: 8343, top1_acc: 0.5529, top5_acc: 0.7771, loss_cls: 1.9014, loss: 1.9014, grad_norm: 4.6988 2020-08-15 23:11:10,998 - mmaction - INFO - Epoch [31][300/940] lr: 1.000e-02, eta: 13:11:30, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.5646, top5_acc: 0.7852, loss_cls: 1.8670, loss: 1.8670, grad_norm: 4.6645 2020-08-15 23:11:24,615 - mmaction - INFO - Epoch [31][320/940] lr: 1.000e-02, eta: 13:11:14, time: 0.683, data_time: 0.006, memory: 8343, top1_acc: 0.5725, top5_acc: 0.7902, loss_cls: 1.8257, loss: 1.8257, grad_norm: 4.5247 2020-08-15 23:11:38,477 - mmaction - INFO - Epoch [31][340/940] lr: 1.000e-02, eta: 13:10:58, time: 0.692, data_time: 0.005, memory: 8343, top1_acc: 0.5834, top5_acc: 0.7969, loss_cls: 1.7457, loss: 1.7457, grad_norm: 4.4775 2020-08-15 23:11:52,265 - mmaction - INFO - Epoch [31][360/940] lr: 1.000e-02, eta: 13:10:42, time: 0.691, data_time: 0.005, memory: 8343, top1_acc: 0.5676, top5_acc: 0.7973, loss_cls: 1.8213, loss: 1.8213, grad_norm: 4.5701 2020-08-15 23:12:06,268 - mmaction - INFO - Epoch [31][380/940] lr: 1.000e-02, eta: 13:10:26, time: 0.699, data_time: 0.006, memory: 8343, top1_acc: 0.5680, top5_acc: 0.7834, loss_cls: 1.8506, loss: 1.8506, grad_norm: 4.5905 2020-08-15 23:12:20,118 - mmaction - INFO - Epoch [31][400/940] lr: 1.000e-02, eta: 13:10:10, time: 0.694, data_time: 0.005, memory: 8343, top1_acc: 0.5664, top5_acc: 0.7959, loss_cls: 1.8159, loss: 1.8159, grad_norm: 4.5985 2020-08-15 23:12:35,344 - mmaction - INFO - Epoch [31][420/940] lr: 1.000e-02, eta: 13:09:57, time: 0.759, data_time: 0.004, memory: 8343, top1_acc: 0.5627, top5_acc: 0.7795, loss_cls: 1.8726, loss: 1.8726, grad_norm: 4.5834 2020-08-15 23:12:48,904 - mmaction - INFO - Epoch [31][440/940] lr: 1.000e-02, eta: 13:09:40, time: 0.680, data_time: 0.005, memory: 8343, top1_acc: 0.5639, top5_acc: 0.7936, loss_cls: 1.8396, loss: 1.8396, grad_norm: 4.5659 2020-08-15 23:13:03,482 - mmaction - INFO - Epoch [31][460/940] lr: 1.000e-02, eta: 13:09:26, time: 0.726, data_time: 0.007, memory: 8343, top1_acc: 0.5742, top5_acc: 0.7949, loss_cls: 1.8110, loss: 1.8110, grad_norm: 4.5323 2020-08-15 23:13:17,118 - mmaction - INFO - Epoch [31][480/940] lr: 1.000e-02, eta: 13:09:10, time: 0.684, data_time: 0.005, memory: 8343, top1_acc: 0.5730, top5_acc: 0.7908, loss_cls: 1.7962, loss: 1.7962, grad_norm: 4.5378 2020-08-15 23:13:31,501 - mmaction - INFO - Epoch [31][500/940] lr: 1.000e-02, eta: 13:08:55, time: 0.716, data_time: 0.005, memory: 8343, top1_acc: 0.5668, top5_acc: 0.7896, loss_cls: 1.8538, loss: 1.8538, grad_norm: 4.5962 2020-08-15 23:13:45,279 - mmaction - INFO - Epoch [31][520/940] lr: 1.000e-02, eta: 13:08:39, time: 0.692, data_time: 0.006, memory: 8343, top1_acc: 0.5662, top5_acc: 0.7879, loss_cls: 1.8313, loss: 1.8313, grad_norm: 4.5598 2020-08-15 23:13:59,364 - mmaction - INFO - Epoch [31][540/940] lr: 1.000e-02, eta: 13:08:23, time: 0.703, data_time: 0.006, memory: 8343, top1_acc: 0.5773, top5_acc: 0.7877, loss_cls: 1.8174, loss: 1.8174, grad_norm: 4.5972 2020-08-15 23:14:13,801 - mmaction - INFO - Epoch [31][560/940] lr: 1.000e-02, eta: 13:08:09, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.5582, top5_acc: 0.7922, loss_cls: 1.8617, loss: 1.8617, grad_norm: 4.6114 2020-08-15 23:14:28,264 - mmaction - INFO - Epoch [31][580/940] lr: 1.000e-02, eta: 13:07:54, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.5687, top5_acc: 0.7846, loss_cls: 1.8344, loss: 1.8344, grad_norm: 4.5508 2020-08-15 23:14:41,934 - mmaction - INFO - Epoch [31][600/940] lr: 1.000e-02, eta: 13:07:38, time: 0.684, data_time: 0.003, memory: 8343, top1_acc: 0.5670, top5_acc: 0.7924, loss_cls: 1.8333, loss: 1.8333, grad_norm: 4.5288 2020-08-15 23:14:56,664 - mmaction - INFO - Epoch [31][620/940] lr: 1.000e-02, eta: 13:07:24, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.5617, top5_acc: 0.7857, loss_cls: 1.8766, loss: 1.8766, grad_norm: 4.6273 2020-08-15 23:15:10,594 - mmaction - INFO - Epoch [31][640/940] lr: 1.000e-02, eta: 13:07:08, time: 0.697, data_time: 0.004, memory: 8343, top1_acc: 0.5627, top5_acc: 0.7963, loss_cls: 1.8430, loss: 1.8430, grad_norm: 4.6736 2020-08-15 23:15:25,102 - mmaction - INFO - Epoch [31][660/940] lr: 1.000e-02, eta: 13:06:53, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.5580, top5_acc: 0.7836, loss_cls: 1.8684, loss: 1.8684, grad_norm: 4.7053 2020-08-15 23:15:38,770 - mmaction - INFO - Epoch [31][680/940] lr: 1.000e-02, eta: 13:06:37, time: 0.686, data_time: 0.007, memory: 8343, top1_acc: 0.5611, top5_acc: 0.7824, loss_cls: 1.8535, loss: 1.8535, grad_norm: 4.5344 2020-08-15 23:15:52,418 - mmaction - INFO - Epoch [31][700/940] lr: 1.000e-02, eta: 13:06:21, time: 0.681, data_time: 0.006, memory: 8343, top1_acc: 0.5621, top5_acc: 0.7930, loss_cls: 1.8441, loss: 1.8441, grad_norm: 4.6721 2020-08-15 23:16:06,325 - mmaction - INFO - Epoch [31][720/940] lr: 1.000e-02, eta: 13:06:05, time: 0.697, data_time: 0.005, memory: 8343, top1_acc: 0.5705, top5_acc: 0.7881, loss_cls: 1.8509, loss: 1.8509, grad_norm: 4.5356 2020-08-15 23:16:20,509 - mmaction - INFO - Epoch [31][740/940] lr: 1.000e-02, eta: 13:05:50, time: 0.707, data_time: 0.005, memory: 8343, top1_acc: 0.5729, top5_acc: 0.7836, loss_cls: 1.8335, loss: 1.8335, grad_norm: 4.4940 2020-08-15 23:16:34,900 - mmaction - INFO - Epoch [31][760/940] lr: 1.000e-02, eta: 13:05:35, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.5711, top5_acc: 0.7904, loss_cls: 1.8320, loss: 1.8320, grad_norm: 4.5319 2020-08-15 23:16:48,706 - mmaction - INFO - Epoch [31][780/940] lr: 1.000e-02, eta: 13:05:19, time: 0.691, data_time: 0.005, memory: 8343, top1_acc: 0.5580, top5_acc: 0.7814, loss_cls: 1.8746, loss: 1.8746, grad_norm: 4.5914 2020-08-15 23:17:03,413 - mmaction - INFO - Epoch [31][800/940] lr: 1.000e-02, eta: 13:05:05, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.5648, top5_acc: 0.7883, loss_cls: 1.8669, loss: 1.8669, grad_norm: 4.6781 2020-08-15 23:17:18,045 - mmaction - INFO - Epoch [31][820/940] lr: 1.000e-02, eta: 13:04:51, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.5687, top5_acc: 0.7902, loss_cls: 1.8382, loss: 1.8382, grad_norm: 4.5690 2020-08-15 23:17:31,860 - mmaction - INFO - Epoch [31][840/940] lr: 1.000e-02, eta: 13:04:35, time: 0.687, data_time: 0.005, memory: 8343, top1_acc: 0.5629, top5_acc: 0.7889, loss_cls: 1.8455, loss: 1.8455, grad_norm: 4.5526 2020-08-15 23:17:45,780 - mmaction - INFO - Epoch [31][860/940] lr: 1.000e-02, eta: 13:04:19, time: 0.699, data_time: 0.007, memory: 8343, top1_acc: 0.5549, top5_acc: 0.7801, loss_cls: 1.8843, loss: 1.8843, grad_norm: 4.6230 2020-08-15 23:18:00,001 - mmaction - INFO - Epoch [31][880/940] lr: 1.000e-02, eta: 13:04:04, time: 0.711, data_time: 0.005, memory: 8343, top1_acc: 0.5582, top5_acc: 0.7947, loss_cls: 1.8399, loss: 1.8399, grad_norm: 4.5905 2020-08-15 23:18:14,014 - mmaction - INFO - Epoch [31][900/940] lr: 1.000e-02, eta: 13:03:48, time: 0.699, data_time: 0.006, memory: 8343, top1_acc: 0.5711, top5_acc: 0.7930, loss_cls: 1.8517, loss: 1.8517, grad_norm: 4.5851 2020-08-15 23:18:27,669 - mmaction - INFO - Epoch [31][920/940] lr: 1.000e-02, eta: 13:03:32, time: 0.684, data_time: 0.005, memory: 8343, top1_acc: 0.5652, top5_acc: 0.7809, loss_cls: 1.8497, loss: 1.8497, grad_norm: 4.5441 2020-08-15 23:18:41,638 - mmaction - INFO - Epoch [31][940/940] lr: 1.000e-02, eta: 13:03:16, time: 0.696, data_time: 0.005, memory: 8343, top1_acc: 0.5652, top5_acc: 0.7833, loss_cls: 1.8618, loss: 1.8618, grad_norm: 4.6361 2020-08-15 23:19:03,087 - mmaction - INFO - Epoch [32][20/940] lr: 1.000e-02, eta: 13:03:16, time: 1.049, data_time: 0.398, memory: 8343, top1_acc: 0.5697, top5_acc: 0.7928, loss_cls: 1.8123, loss: 1.8123, grad_norm: 4.6073 2020-08-15 23:19:17,464 - mmaction - INFO - Epoch [32][40/940] lr: 1.000e-02, eta: 13:03:01, time: 0.717, data_time: 0.006, memory: 8343, top1_acc: 0.5605, top5_acc: 0.7799, loss_cls: 1.8672, loss: 1.8672, grad_norm: 4.5578 2020-08-15 23:19:30,809 - mmaction - INFO - Epoch [32][60/940] lr: 1.000e-02, eta: 13:02:44, time: 0.669, data_time: 0.005, memory: 8343, top1_acc: 0.5805, top5_acc: 0.7943, loss_cls: 1.8191, loss: 1.8191, grad_norm: 4.5374 2020-08-15 23:19:44,596 - mmaction - INFO - Epoch [32][80/940] lr: 1.000e-02, eta: 13:02:28, time: 0.688, data_time: 0.005, memory: 8343, top1_acc: 0.5666, top5_acc: 0.7977, loss_cls: 1.7977, loss: 1.7977, grad_norm: 4.5736 2020-08-15 23:19:59,309 - mmaction - INFO - Epoch [32][100/940] lr: 1.000e-02, eta: 13:02:14, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.5766, top5_acc: 0.7955, loss_cls: 1.8017, loss: 1.8017, grad_norm: 4.5320 2020-08-15 23:20:13,697 - mmaction - INFO - Epoch [32][120/940] lr: 1.000e-02, eta: 13:02:00, time: 0.720, data_time: 0.007, memory: 8343, top1_acc: 0.5662, top5_acc: 0.7936, loss_cls: 1.8319, loss: 1.8319, grad_norm: 4.6331 2020-08-15 23:20:27,776 - mmaction - INFO - Epoch [32][140/940] lr: 1.000e-02, eta: 13:01:44, time: 0.704, data_time: 0.002, memory: 8343, top1_acc: 0.5662, top5_acc: 0.7924, loss_cls: 1.8107, loss: 1.8107, grad_norm: 4.5709 2020-08-15 23:20:41,766 - mmaction - INFO - Epoch [32][160/940] lr: 1.000e-02, eta: 13:01:29, time: 0.700, data_time: 0.005, memory: 8343, top1_acc: 0.5738, top5_acc: 0.7883, loss_cls: 1.8183, loss: 1.8183, grad_norm: 4.4642 2020-08-15 23:20:57,080 - mmaction - INFO - Epoch [32][180/940] lr: 1.000e-02, eta: 13:01:16, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.5719, top5_acc: 0.7898, loss_cls: 1.8290, loss: 1.8290, grad_norm: 4.5122 2020-08-15 23:21:11,499 - mmaction - INFO - Epoch [32][200/940] lr: 1.000e-02, eta: 13:01:01, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.5656, top5_acc: 0.8000, loss_cls: 1.8131, loss: 1.8131, grad_norm: 4.6594 2020-08-15 23:21:24,817 - mmaction - INFO - Epoch [32][220/940] lr: 1.000e-02, eta: 13:00:44, time: 0.663, data_time: 0.006, memory: 8343, top1_acc: 0.5791, top5_acc: 0.7928, loss_cls: 1.7866, loss: 1.7866, grad_norm: 4.4358 2020-08-15 23:21:38,699 - mmaction - INFO - Epoch [32][240/940] lr: 1.000e-02, eta: 13:00:28, time: 0.697, data_time: 0.005, memory: 8343, top1_acc: 0.5697, top5_acc: 0.7920, loss_cls: 1.8122, loss: 1.8122, grad_norm: 4.5415 2020-08-15 23:21:52,540 - mmaction - INFO - Epoch [32][260/940] lr: 1.000e-02, eta: 13:00:12, time: 0.689, data_time: 0.005, memory: 8343, top1_acc: 0.5672, top5_acc: 0.7934, loss_cls: 1.8103, loss: 1.8103, grad_norm: 4.5876 2020-08-15 23:22:07,406 - mmaction - INFO - Epoch [32][280/940] lr: 1.000e-02, eta: 12:59:59, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.5588, top5_acc: 0.7973, loss_cls: 1.8344, loss: 1.8344, grad_norm: 4.6412 2020-08-15 23:22:21,753 - mmaction - INFO - Epoch [32][300/940] lr: 1.000e-02, eta: 12:59:44, time: 0.716, data_time: 0.006, memory: 8343, top1_acc: 0.5797, top5_acc: 0.8027, loss_cls: 1.7622, loss: 1.7622, grad_norm: 4.6099 2020-08-15 23:22:36,295 - mmaction - INFO - Epoch [32][320/940] lr: 1.000e-02, eta: 12:59:29, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.5600, top5_acc: 0.7918, loss_cls: 1.8435, loss: 1.8435, grad_norm: 4.6113 2020-08-15 23:22:50,556 - mmaction - INFO - Epoch [32][340/940] lr: 1.000e-02, eta: 12:59:14, time: 0.712, data_time: 0.007, memory: 8343, top1_acc: 0.5621, top5_acc: 0.7926, loss_cls: 1.8354, loss: 1.8354, grad_norm: 4.6163 2020-08-15 23:23:05,069 - mmaction - INFO - Epoch [32][360/940] lr: 1.000e-02, eta: 12:59:00, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.5768, top5_acc: 0.7959, loss_cls: 1.8143, loss: 1.8143, grad_norm: 4.5869 2020-08-15 23:23:18,764 - mmaction - INFO - Epoch [32][380/940] lr: 1.000e-02, eta: 12:58:44, time: 0.684, data_time: 0.002, memory: 8343, top1_acc: 0.5674, top5_acc: 0.7979, loss_cls: 1.8212, loss: 1.8212, grad_norm: 4.6331 2020-08-15 23:23:33,009 - mmaction - INFO - Epoch [32][400/940] lr: 1.000e-02, eta: 12:58:29, time: 0.708, data_time: 0.006, memory: 8343, top1_acc: 0.5635, top5_acc: 0.7922, loss_cls: 1.8268, loss: 1.8268, grad_norm: 4.5899 2020-08-15 23:23:46,790 - mmaction - INFO - Epoch [32][420/940] lr: 1.000e-02, eta: 12:58:13, time: 0.694, data_time: 0.007, memory: 8343, top1_acc: 0.5695, top5_acc: 0.7854, loss_cls: 1.8202, loss: 1.8202, grad_norm: 4.6265 2020-08-15 23:24:00,890 - mmaction - INFO - Epoch [32][440/940] lr: 1.000e-02, eta: 12:57:57, time: 0.703, data_time: 0.006, memory: 8343, top1_acc: 0.5527, top5_acc: 0.7852, loss_cls: 1.8936, loss: 1.8936, grad_norm: 4.6501 2020-08-15 23:24:14,587 - mmaction - INFO - Epoch [32][460/940] lr: 1.000e-02, eta: 12:57:41, time: 0.687, data_time: 0.006, memory: 8343, top1_acc: 0.5619, top5_acc: 0.7920, loss_cls: 1.8305, loss: 1.8305, grad_norm: 4.5962 2020-08-15 23:24:29,399 - mmaction - INFO - Epoch [32][480/940] lr: 1.000e-02, eta: 12:57:27, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.5773, top5_acc: 0.7988, loss_cls: 1.8083, loss: 1.8083, grad_norm: 4.5472 2020-08-15 23:24:42,867 - mmaction - INFO - Epoch [32][500/940] lr: 1.000e-02, eta: 12:57:11, time: 0.675, data_time: 0.005, memory: 8343, top1_acc: 0.5643, top5_acc: 0.7861, loss_cls: 1.8248, loss: 1.8248, grad_norm: 4.5651 2020-08-15 23:24:56,802 - mmaction - INFO - Epoch [32][520/940] lr: 1.000e-02, eta: 12:56:55, time: 0.695, data_time: 0.005, memory: 8343, top1_acc: 0.5705, top5_acc: 0.7930, loss_cls: 1.8260, loss: 1.8260, grad_norm: 4.5722 2020-08-15 23:25:10,480 - mmaction - INFO - Epoch [32][540/940] lr: 1.000e-02, eta: 12:56:39, time: 0.686, data_time: 0.005, memory: 8343, top1_acc: 0.5615, top5_acc: 0.7932, loss_cls: 1.8391, loss: 1.8391, grad_norm: 4.6399 2020-08-15 23:25:26,971 - mmaction - INFO - Epoch [32][560/940] lr: 1.000e-02, eta: 12:56:28, time: 0.822, data_time: 0.006, memory: 8343, top1_acc: 0.5709, top5_acc: 0.7969, loss_cls: 1.8077, loss: 1.8077, grad_norm: 4.6445 2020-08-15 23:25:41,759 - mmaction - INFO - Epoch [32][580/940] lr: 1.000e-02, eta: 12:56:15, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.5748, top5_acc: 0.7885, loss_cls: 1.8334, loss: 1.8334, grad_norm: 4.5001 2020-08-15 23:25:55,151 - mmaction - INFO - Epoch [32][600/940] lr: 1.000e-02, eta: 12:55:58, time: 0.669, data_time: 0.007, memory: 8343, top1_acc: 0.5691, top5_acc: 0.7939, loss_cls: 1.8044, loss: 1.8044, grad_norm: 4.5429 2020-08-15 23:26:10,345 - mmaction - INFO - Epoch [32][620/940] lr: 1.000e-02, eta: 12:55:45, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.5719, top5_acc: 0.7900, loss_cls: 1.8448, loss: 1.8448, grad_norm: 4.5847 2020-08-15 23:26:23,990 - mmaction - INFO - Epoch [32][640/940] lr: 1.000e-02, eta: 12:55:28, time: 0.680, data_time: 0.006, memory: 8343, top1_acc: 0.5768, top5_acc: 0.7898, loss_cls: 1.7869, loss: 1.7869, grad_norm: 4.5490 2020-08-15 23:26:37,825 - mmaction - INFO - Epoch [32][660/940] lr: 1.000e-02, eta: 12:55:13, time: 0.694, data_time: 0.006, memory: 8343, top1_acc: 0.5701, top5_acc: 0.7816, loss_cls: 1.8326, loss: 1.8326, grad_norm: 4.5604 2020-08-15 23:26:53,022 - mmaction - INFO - Epoch [32][680/940] lr: 1.000e-02, eta: 12:55:00, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.5613, top5_acc: 0.7961, loss_cls: 1.8215, loss: 1.8215, grad_norm: 4.5769 2020-08-15 23:27:07,818 - mmaction - INFO - Epoch [32][700/940] lr: 1.000e-02, eta: 12:54:46, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.5797, top5_acc: 0.7922, loss_cls: 1.7792, loss: 1.7792, grad_norm: 4.5165 2020-08-15 23:27:22,149 - mmaction - INFO - Epoch [32][720/940] lr: 1.000e-02, eta: 12:54:31, time: 0.716, data_time: 0.006, memory: 8343, top1_acc: 0.5668, top5_acc: 0.7893, loss_cls: 1.8260, loss: 1.8260, grad_norm: 4.5930 2020-08-15 23:27:35,994 - mmaction - INFO - Epoch [32][740/940] lr: 1.000e-02, eta: 12:54:15, time: 0.693, data_time: 0.003, memory: 8343, top1_acc: 0.5643, top5_acc: 0.7869, loss_cls: 1.8559, loss: 1.8559, grad_norm: 4.6414 2020-08-15 23:27:49,647 - mmaction - INFO - Epoch [32][760/940] lr: 1.000e-02, eta: 12:53:59, time: 0.681, data_time: 0.005, memory: 8343, top1_acc: 0.5625, top5_acc: 0.7932, loss_cls: 1.8407, loss: 1.8407, grad_norm: 4.6324 2020-08-15 23:28:03,573 - mmaction - INFO - Epoch [32][780/940] lr: 1.000e-02, eta: 12:53:43, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.5574, top5_acc: 0.7852, loss_cls: 1.8784, loss: 1.8784, grad_norm: 4.6629 2020-08-15 23:28:17,760 - mmaction - INFO - Epoch [32][800/940] lr: 1.000e-02, eta: 12:53:28, time: 0.706, data_time: 0.006, memory: 8343, top1_acc: 0.5521, top5_acc: 0.7900, loss_cls: 1.8462, loss: 1.8462, grad_norm: 4.7209 2020-08-15 23:28:33,206 - mmaction - INFO - Epoch [32][820/940] lr: 1.000e-02, eta: 12:53:16, time: 0.776, data_time: 0.007, memory: 8343, top1_acc: 0.5594, top5_acc: 0.7805, loss_cls: 1.8810, loss: 1.8810, grad_norm: 4.6601 2020-08-15 23:28:48,104 - mmaction - INFO - Epoch [32][840/940] lr: 1.000e-02, eta: 12:53:02, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.5627, top5_acc: 0.7975, loss_cls: 1.8412, loss: 1.8412, grad_norm: 4.6025 2020-08-15 23:29:02,361 - mmaction - INFO - Epoch [32][860/940] lr: 1.000e-02, eta: 12:52:47, time: 0.716, data_time: 0.007, memory: 8343, top1_acc: 0.5713, top5_acc: 0.7934, loss_cls: 1.8174, loss: 1.8174, grad_norm: 4.5429 2020-08-15 23:29:17,041 - mmaction - INFO - Epoch [32][880/940] lr: 1.000e-02, eta: 12:52:33, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.5803, top5_acc: 0.7928, loss_cls: 1.8060, loss: 1.8060, grad_norm: 4.5198 2020-08-15 23:29:30,680 - mmaction - INFO - Epoch [32][900/940] lr: 1.000e-02, eta: 12:52:17, time: 0.685, data_time: 0.007, memory: 8343, top1_acc: 0.5793, top5_acc: 0.7992, loss_cls: 1.7999, loss: 1.7999, grad_norm: 4.5632 2020-08-15 23:29:45,443 - mmaction - INFO - Epoch [32][920/940] lr: 1.000e-02, eta: 12:52:03, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.5633, top5_acc: 0.7908, loss_cls: 1.8560, loss: 1.8560, grad_norm: 4.6706 2020-08-15 23:29:59,485 - mmaction - INFO - Epoch [32][940/940] lr: 1.000e-02, eta: 12:51:47, time: 0.704, data_time: 0.006, memory: 8343, top1_acc: 0.5693, top5_acc: 0.7921, loss_cls: 1.8264, loss: 1.8264, grad_norm: 4.7115 2020-08-15 23:30:20,961 - mmaction - INFO - Epoch [33][20/940] lr: 1.000e-02, eta: 12:51:47, time: 1.052, data_time: 0.402, memory: 8343, top1_acc: 0.5717, top5_acc: 0.7869, loss_cls: 1.8261, loss: 1.8261, grad_norm: 4.5106 2020-08-15 23:30:34,140 - mmaction - INFO - Epoch [33][40/940] lr: 1.000e-02, eta: 12:51:29, time: 0.661, data_time: 0.006, memory: 8343, top1_acc: 0.5775, top5_acc: 0.8012, loss_cls: 1.7878, loss: 1.7878, grad_norm: 4.5320 2020-08-15 23:30:48,303 - mmaction - INFO - Epoch [33][60/940] lr: 1.000e-02, eta: 12:51:14, time: 0.706, data_time: 0.006, memory: 8343, top1_acc: 0.5783, top5_acc: 0.8045, loss_cls: 1.7659, loss: 1.7659, grad_norm: 4.5131 2020-08-15 23:31:01,966 - mmaction - INFO - Epoch [33][80/940] lr: 1.000e-02, eta: 12:50:58, time: 0.685, data_time: 0.005, memory: 8343, top1_acc: 0.5896, top5_acc: 0.7986, loss_cls: 1.7654, loss: 1.7654, grad_norm: 4.5559 2020-08-15 23:31:16,888 - mmaction - INFO - Epoch [33][100/940] lr: 1.000e-02, eta: 12:50:44, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.5797, top5_acc: 0.7975, loss_cls: 1.7742, loss: 1.7742, grad_norm: 4.5256 2020-08-15 23:31:30,186 - mmaction - INFO - Epoch [33][120/940] lr: 1.000e-02, eta: 12:50:27, time: 0.668, data_time: 0.006, memory: 8343, top1_acc: 0.5799, top5_acc: 0.7934, loss_cls: 1.7864, loss: 1.7864, grad_norm: 4.5703 2020-08-15 23:31:45,040 - mmaction - INFO - Epoch [33][140/940] lr: 1.000e-02, eta: 12:50:13, time: 0.739, data_time: 0.004, memory: 8343, top1_acc: 0.5648, top5_acc: 0.7826, loss_cls: 1.8689, loss: 1.8689, grad_norm: 4.6613 2020-08-15 23:31:58,908 - mmaction - INFO - Epoch [33][160/940] lr: 1.000e-02, eta: 12:49:58, time: 0.696, data_time: 0.008, memory: 8343, top1_acc: 0.5652, top5_acc: 0.7902, loss_cls: 1.8492, loss: 1.8492, grad_norm: 4.5653 2020-08-15 23:32:12,870 - mmaction - INFO - Epoch [33][180/940] lr: 1.000e-02, eta: 12:49:42, time: 0.699, data_time: 0.007, memory: 8343, top1_acc: 0.5766, top5_acc: 0.7957, loss_cls: 1.8035, loss: 1.8035, grad_norm: 4.5968 2020-08-15 23:32:26,845 - mmaction - INFO - Epoch [33][200/940] lr: 1.000e-02, eta: 12:49:27, time: 0.699, data_time: 0.007, memory: 8343, top1_acc: 0.5715, top5_acc: 0.7916, loss_cls: 1.8143, loss: 1.8143, grad_norm: 4.5698 2020-08-15 23:32:40,631 - mmaction - INFO - Epoch [33][220/940] lr: 1.000e-02, eta: 12:49:11, time: 0.688, data_time: 0.006, memory: 8343, top1_acc: 0.5709, top5_acc: 0.7961, loss_cls: 1.7973, loss: 1.7973, grad_norm: 4.5558 2020-08-15 23:32:56,151 - mmaction - INFO - Epoch [33][240/940] lr: 1.000e-02, eta: 12:48:58, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.5693, top5_acc: 0.7932, loss_cls: 1.7911, loss: 1.7911, grad_norm: 4.5655 2020-08-15 23:33:10,628 - mmaction - INFO - Epoch [33][260/940] lr: 1.000e-02, eta: 12:48:44, time: 0.722, data_time: 0.006, memory: 8343, top1_acc: 0.5799, top5_acc: 0.7957, loss_cls: 1.7927, loss: 1.7927, grad_norm: 4.5301 2020-08-15 23:33:23,876 - mmaction - INFO - Epoch [33][280/940] lr: 1.000e-02, eta: 12:48:27, time: 0.664, data_time: 0.005, memory: 8343, top1_acc: 0.5824, top5_acc: 0.8010, loss_cls: 1.7860, loss: 1.7860, grad_norm: 4.5059 2020-08-15 23:33:38,441 - mmaction - INFO - Epoch [33][300/940] lr: 1.000e-02, eta: 12:48:12, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.5648, top5_acc: 0.7877, loss_cls: 1.8433, loss: 1.8433, grad_norm: 4.5641 2020-08-15 23:33:52,234 - mmaction - INFO - Epoch [33][320/940] lr: 1.000e-02, eta: 12:47:56, time: 0.690, data_time: 0.005, memory: 8343, top1_acc: 0.5676, top5_acc: 0.7949, loss_cls: 1.8220, loss: 1.8220, grad_norm: 4.5868 2020-08-15 23:34:06,157 - mmaction - INFO - Epoch [33][340/940] lr: 1.000e-02, eta: 12:47:41, time: 0.695, data_time: 0.006, memory: 8343, top1_acc: 0.5629, top5_acc: 0.7977, loss_cls: 1.8088, loss: 1.8088, grad_norm: 4.6068 2020-08-15 23:34:21,106 - mmaction - INFO - Epoch [33][360/940] lr: 1.000e-02, eta: 12:47:27, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.5775, top5_acc: 0.7961, loss_cls: 1.8044, loss: 1.8044, grad_norm: 4.5028 2020-08-15 23:34:34,353 - mmaction - INFO - Epoch [33][380/940] lr: 1.000e-02, eta: 12:47:10, time: 0.659, data_time: 0.006, memory: 8343, top1_acc: 0.5791, top5_acc: 0.8033, loss_cls: 1.7795, loss: 1.7795, grad_norm: 4.5439 2020-08-15 23:34:48,928 - mmaction - INFO - Epoch [33][400/940] lr: 1.000e-02, eta: 12:46:56, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.5691, top5_acc: 0.7930, loss_cls: 1.8300, loss: 1.8300, grad_norm: 4.5613 2020-08-15 23:35:03,681 - mmaction - INFO - Epoch [33][420/940] lr: 1.000e-02, eta: 12:46:42, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.5609, top5_acc: 0.7764, loss_cls: 1.8837, loss: 1.8837, grad_norm: 4.6015 2020-08-15 23:35:17,165 - mmaction - INFO - Epoch [33][440/940] lr: 1.000e-02, eta: 12:46:25, time: 0.674, data_time: 0.002, memory: 8343, top1_acc: 0.5666, top5_acc: 0.7863, loss_cls: 1.8157, loss: 1.8157, grad_norm: 4.5457 2020-08-15 23:35:31,090 - mmaction - INFO - Epoch [33][460/940] lr: 1.000e-02, eta: 12:46:10, time: 0.695, data_time: 0.006, memory: 8343, top1_acc: 0.5746, top5_acc: 0.7998, loss_cls: 1.7792, loss: 1.7792, grad_norm: 4.5464 2020-08-15 23:35:44,970 - mmaction - INFO - Epoch [33][480/940] lr: 1.000e-02, eta: 12:45:54, time: 0.695, data_time: 0.005, memory: 8343, top1_acc: 0.5689, top5_acc: 0.8041, loss_cls: 1.8003, loss: 1.8003, grad_norm: 4.6230 2020-08-15 23:35:58,759 - mmaction - INFO - Epoch [33][500/940] lr: 1.000e-02, eta: 12:45:38, time: 0.688, data_time: 0.005, memory: 8343, top1_acc: 0.5748, top5_acc: 0.7951, loss_cls: 1.8035, loss: 1.8035, grad_norm: 4.6201 2020-08-15 23:36:13,127 - mmaction - INFO - Epoch [33][520/940] lr: 1.000e-02, eta: 12:45:23, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.5813, top5_acc: 0.8025, loss_cls: 1.7704, loss: 1.7704, grad_norm: 4.4812 2020-08-15 23:36:26,877 - mmaction - INFO - Epoch [33][540/940] lr: 1.000e-02, eta: 12:45:07, time: 0.685, data_time: 0.006, memory: 8343, top1_acc: 0.5570, top5_acc: 0.7891, loss_cls: 1.8650, loss: 1.8650, grad_norm: 4.6117 2020-08-15 23:36:40,608 - mmaction - INFO - Epoch [33][560/940] lr: 1.000e-02, eta: 12:44:51, time: 0.689, data_time: 0.006, memory: 8343, top1_acc: 0.5754, top5_acc: 0.7912, loss_cls: 1.8146, loss: 1.8146, grad_norm: 4.5778 2020-08-15 23:36:55,456 - mmaction - INFO - Epoch [33][580/940] lr: 1.000e-02, eta: 12:44:37, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.5730, top5_acc: 0.7943, loss_cls: 1.8059, loss: 1.8059, grad_norm: 4.5710 2020-08-15 23:37:09,265 - mmaction - INFO - Epoch [33][600/940] lr: 1.000e-02, eta: 12:44:22, time: 0.692, data_time: 0.005, memory: 8343, top1_acc: 0.5715, top5_acc: 0.7969, loss_cls: 1.8054, loss: 1.8054, grad_norm: 4.5919 2020-08-15 23:37:24,203 - mmaction - INFO - Epoch [33][620/940] lr: 1.000e-02, eta: 12:44:08, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.5789, top5_acc: 0.7953, loss_cls: 1.8020, loss: 1.8020, grad_norm: 4.5244 2020-08-15 23:37:38,307 - mmaction - INFO - Epoch [33][640/940] lr: 1.000e-02, eta: 12:43:53, time: 0.709, data_time: 0.007, memory: 8343, top1_acc: 0.5791, top5_acc: 0.7979, loss_cls: 1.7984, loss: 1.7984, grad_norm: 4.6699 2020-08-15 23:37:52,831 - mmaction - INFO - Epoch [33][660/940] lr: 1.000e-02, eta: 12:43:38, time: 0.724, data_time: 0.006, memory: 8343, top1_acc: 0.5549, top5_acc: 0.7875, loss_cls: 1.8560, loss: 1.8560, grad_norm: 4.6454 2020-08-15 23:38:06,549 - mmaction - INFO - Epoch [33][680/940] lr: 1.000e-02, eta: 12:43:22, time: 0.688, data_time: 0.006, memory: 8343, top1_acc: 0.5637, top5_acc: 0.7943, loss_cls: 1.8470, loss: 1.8470, grad_norm: 4.6268 2020-08-15 23:38:20,630 - mmaction - INFO - Epoch [33][700/940] lr: 1.000e-02, eta: 12:43:07, time: 0.702, data_time: 0.005, memory: 8343, top1_acc: 0.5596, top5_acc: 0.7848, loss_cls: 1.8749, loss: 1.8749, grad_norm: 4.6413 2020-08-15 23:38:34,866 - mmaction - INFO - Epoch [33][720/940] lr: 1.000e-02, eta: 12:42:52, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.5816, top5_acc: 0.7885, loss_cls: 1.8008, loss: 1.8008, grad_norm: 4.5494 2020-08-15 23:38:48,585 - mmaction - INFO - Epoch [33][740/940] lr: 1.000e-02, eta: 12:42:36, time: 0.684, data_time: 0.006, memory: 8343, top1_acc: 0.5746, top5_acc: 0.7900, loss_cls: 1.8068, loss: 1.8068, grad_norm: 4.5139 2020-08-15 23:39:02,935 - mmaction - INFO - Epoch [33][760/940] lr: 1.000e-02, eta: 12:42:21, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.5660, top5_acc: 0.7887, loss_cls: 1.8512, loss: 1.8512, grad_norm: 4.5374 2020-08-15 23:39:16,594 - mmaction - INFO - Epoch [33][780/940] lr: 1.000e-02, eta: 12:42:05, time: 0.682, data_time: 0.006, memory: 8343, top1_acc: 0.5635, top5_acc: 0.7787, loss_cls: 1.8800, loss: 1.8800, grad_norm: 4.6405 2020-08-15 23:39:31,637 - mmaction - INFO - Epoch [33][800/940] lr: 1.000e-02, eta: 12:41:52, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.5623, top5_acc: 0.7885, loss_cls: 1.8492, loss: 1.8492, grad_norm: 4.5463 2020-08-15 23:39:45,208 - mmaction - INFO - Epoch [33][820/940] lr: 1.000e-02, eta: 12:41:35, time: 0.677, data_time: 0.005, memory: 8343, top1_acc: 0.5625, top5_acc: 0.7994, loss_cls: 1.8043, loss: 1.8043, grad_norm: 4.5297 2020-08-15 23:39:59,499 - mmaction - INFO - Epoch [33][840/940] lr: 1.000e-02, eta: 12:41:20, time: 0.716, data_time: 0.005, memory: 8343, top1_acc: 0.5686, top5_acc: 0.7844, loss_cls: 1.8466, loss: 1.8466, grad_norm: 4.5374 2020-08-15 23:40:14,045 - mmaction - INFO - Epoch [33][860/940] lr: 1.000e-02, eta: 12:41:06, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.5566, top5_acc: 0.7838, loss_cls: 1.8478, loss: 1.8478, grad_norm: 4.5992 2020-08-15 23:40:27,607 - mmaction - INFO - Epoch [33][880/940] lr: 1.000e-02, eta: 12:40:50, time: 0.678, data_time: 0.003, memory: 8343, top1_acc: 0.5779, top5_acc: 0.7979, loss_cls: 1.7985, loss: 1.7985, grad_norm: 4.5435 2020-08-15 23:40:42,301 - mmaction - INFO - Epoch [33][900/940] lr: 1.000e-02, eta: 12:40:36, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.5662, top5_acc: 0.7879, loss_cls: 1.8440, loss: 1.8440, grad_norm: 4.5549 2020-08-15 23:40:55,871 - mmaction - INFO - Epoch [33][920/940] lr: 1.000e-02, eta: 12:40:19, time: 0.679, data_time: 0.003, memory: 8343, top1_acc: 0.5658, top5_acc: 0.7973, loss_cls: 1.8178, loss: 1.8178, grad_norm: 4.6181 2020-08-15 23:41:09,950 - mmaction - INFO - Epoch [33][940/940] lr: 1.000e-02, eta: 12:40:04, time: 0.702, data_time: 0.005, memory: 8343, top1_acc: 0.5581, top5_acc: 0.7959, loss_cls: 1.8413, loss: 1.8413, grad_norm: 4.6710 2020-08-15 23:41:31,525 - mmaction - INFO - Epoch [34][20/940] lr: 1.000e-02, eta: 12:40:03, time: 1.054, data_time: 0.447, memory: 8343, top1_acc: 0.5662, top5_acc: 0.7873, loss_cls: 1.8412, loss: 1.8412, grad_norm: 4.5561 2020-08-15 23:41:44,443 - mmaction - INFO - Epoch [34][40/940] lr: 1.000e-02, eta: 12:39:45, time: 0.646, data_time: 0.006, memory: 8343, top1_acc: 0.5846, top5_acc: 0.7980, loss_cls: 1.7631, loss: 1.7631, grad_norm: 4.4452 2020-08-15 23:41:58,237 - mmaction - INFO - Epoch [34][60/940] lr: 1.000e-02, eta: 12:39:29, time: 0.688, data_time: 0.002, memory: 8343, top1_acc: 0.5865, top5_acc: 0.8051, loss_cls: 1.7375, loss: 1.7375, grad_norm: 4.4665 2020-08-15 23:42:11,971 - mmaction - INFO - Epoch [34][80/940] lr: 1.000e-02, eta: 12:39:13, time: 0.685, data_time: 0.009, memory: 8343, top1_acc: 0.5826, top5_acc: 0.8084, loss_cls: 1.7530, loss: 1.7530, grad_norm: 4.5387 2020-08-15 23:42:27,188 - mmaction - INFO - Epoch [34][100/940] lr: 1.000e-02, eta: 12:39:00, time: 0.764, data_time: 0.007, memory: 8343, top1_acc: 0.5793, top5_acc: 0.8006, loss_cls: 1.7748, loss: 1.7748, grad_norm: 4.5320 2020-08-15 23:42:41,171 - mmaction - INFO - Epoch [34][120/940] lr: 1.000e-02, eta: 12:38:45, time: 0.696, data_time: 0.006, memory: 8343, top1_acc: 0.5787, top5_acc: 0.7947, loss_cls: 1.7769, loss: 1.7769, grad_norm: 4.5388 2020-08-15 23:42:54,501 - mmaction - INFO - Epoch [34][140/940] lr: 1.000e-02, eta: 12:38:28, time: 0.670, data_time: 0.007, memory: 8343, top1_acc: 0.5621, top5_acc: 0.7957, loss_cls: 1.8398, loss: 1.8398, grad_norm: 4.6929 2020-08-15 23:43:08,278 - mmaction - INFO - Epoch [34][160/940] lr: 1.000e-02, eta: 12:38:12, time: 0.686, data_time: 0.005, memory: 8343, top1_acc: 0.5793, top5_acc: 0.7920, loss_cls: 1.8002, loss: 1.8002, grad_norm: 4.6311 2020-08-15 23:43:23,664 - mmaction - INFO - Epoch [34][180/940] lr: 1.000e-02, eta: 12:37:59, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.5721, top5_acc: 0.7959, loss_cls: 1.8001, loss: 1.8001, grad_norm: 4.5085 2020-08-15 23:43:37,055 - mmaction - INFO - Epoch [34][200/940] lr: 1.000e-02, eta: 12:37:43, time: 0.669, data_time: 0.007, memory: 8343, top1_acc: 0.5717, top5_acc: 0.7965, loss_cls: 1.7848, loss: 1.7848, grad_norm: 4.5515 2020-08-15 23:43:51,229 - mmaction - INFO - Epoch [34][220/940] lr: 1.000e-02, eta: 12:37:28, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.5859, top5_acc: 0.8043, loss_cls: 1.7676, loss: 1.7676, grad_norm: 4.5306 2020-08-15 23:44:05,707 - mmaction - INFO - Epoch [34][240/940] lr: 1.000e-02, eta: 12:37:13, time: 0.722, data_time: 0.006, memory: 8343, top1_acc: 0.5809, top5_acc: 0.8051, loss_cls: 1.7703, loss: 1.7703, grad_norm: 4.5364 2020-08-15 23:44:19,477 - mmaction - INFO - Epoch [34][260/940] lr: 1.000e-02, eta: 12:36:57, time: 0.689, data_time: 0.005, memory: 8343, top1_acc: 0.5857, top5_acc: 0.8063, loss_cls: 1.7670, loss: 1.7670, grad_norm: 4.5287 2020-08-15 23:44:33,641 - mmaction - INFO - Epoch [34][280/940] lr: 1.000e-02, eta: 12:36:42, time: 0.705, data_time: 0.006, memory: 8343, top1_acc: 0.5766, top5_acc: 0.7959, loss_cls: 1.7714, loss: 1.7714, grad_norm: 4.5458 2020-08-15 23:44:47,581 - mmaction - INFO - Epoch [34][300/940] lr: 1.000e-02, eta: 12:36:26, time: 0.700, data_time: 0.007, memory: 8343, top1_acc: 0.5723, top5_acc: 0.7945, loss_cls: 1.8130, loss: 1.8130, grad_norm: 4.5889 2020-08-15 23:45:03,615 - mmaction - INFO - Epoch [34][320/940] lr: 1.000e-02, eta: 12:36:15, time: 0.801, data_time: 0.006, memory: 8343, top1_acc: 0.5686, top5_acc: 0.7937, loss_cls: 1.8263, loss: 1.8263, grad_norm: 4.6061 2020-08-15 23:45:17,603 - mmaction - INFO - Epoch [34][340/940] lr: 1.000e-02, eta: 12:36:00, time: 0.700, data_time: 0.003, memory: 8343, top1_acc: 0.5674, top5_acc: 0.7959, loss_cls: 1.8406, loss: 1.8406, grad_norm: 4.6209 2020-08-15 23:45:31,835 - mmaction - INFO - Epoch [34][360/940] lr: 1.000e-02, eta: 12:35:45, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.5783, top5_acc: 0.7979, loss_cls: 1.7878, loss: 1.7878, grad_norm: 4.5508 2020-08-15 23:45:45,267 - mmaction - INFO - Epoch [34][380/940] lr: 1.000e-02, eta: 12:35:28, time: 0.673, data_time: 0.005, memory: 8343, top1_acc: 0.5770, top5_acc: 0.7906, loss_cls: 1.7944, loss: 1.7944, grad_norm: 4.5965 2020-08-15 23:45:59,670 - mmaction - INFO - Epoch [34][400/940] lr: 1.000e-02, eta: 12:35:13, time: 0.717, data_time: 0.006, memory: 8343, top1_acc: 0.5668, top5_acc: 0.7891, loss_cls: 1.8508, loss: 1.8508, grad_norm: 4.7453 2020-08-15 23:46:13,784 - mmaction - INFO - Epoch [34][420/940] lr: 1.000e-02, eta: 12:34:58, time: 0.709, data_time: 0.007, memory: 8343, top1_acc: 0.5658, top5_acc: 0.7918, loss_cls: 1.8375, loss: 1.8375, grad_norm: 4.6809 2020-08-15 23:46:28,035 - mmaction - INFO - Epoch [34][440/940] lr: 1.000e-02, eta: 12:34:43, time: 0.711, data_time: 0.007, memory: 8343, top1_acc: 0.5699, top5_acc: 0.7922, loss_cls: 1.8383, loss: 1.8383, grad_norm: 4.6651 2020-08-15 23:46:41,612 - mmaction - INFO - Epoch [34][460/940] lr: 1.000e-02, eta: 12:34:27, time: 0.681, data_time: 0.006, memory: 8343, top1_acc: 0.5896, top5_acc: 0.8043, loss_cls: 1.7542, loss: 1.7542, grad_norm: 4.5466 2020-08-15 23:46:56,079 - mmaction - INFO - Epoch [34][480/940] lr: 1.000e-02, eta: 12:34:12, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.5748, top5_acc: 0.7969, loss_cls: 1.7885, loss: 1.7885, grad_norm: 4.6322 2020-08-15 23:47:10,624 - mmaction - INFO - Epoch [34][500/940] lr: 1.000e-02, eta: 12:33:58, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.5654, top5_acc: 0.7895, loss_cls: 1.8551, loss: 1.8551, grad_norm: 4.7203 2020-08-15 23:47:23,996 - mmaction - INFO - Epoch [34][520/940] lr: 1.000e-02, eta: 12:33:41, time: 0.666, data_time: 0.006, memory: 8343, top1_acc: 0.5598, top5_acc: 0.7896, loss_cls: 1.8426, loss: 1.8426, grad_norm: 4.6304 2020-08-15 23:47:38,576 - mmaction - INFO - Epoch [34][540/940] lr: 1.000e-02, eta: 12:33:27, time: 0.732, data_time: 0.007, memory: 8343, top1_acc: 0.5701, top5_acc: 0.7980, loss_cls: 1.8085, loss: 1.8085, grad_norm: 4.5271 2020-08-15 23:47:52,751 - mmaction - INFO - Epoch [34][560/940] lr: 1.000e-02, eta: 12:33:12, time: 0.705, data_time: 0.006, memory: 8343, top1_acc: 0.5838, top5_acc: 0.8002, loss_cls: 1.7704, loss: 1.7704, grad_norm: 4.5663 2020-08-15 23:48:06,479 - mmaction - INFO - Epoch [34][580/940] lr: 1.000e-02, eta: 12:32:56, time: 0.690, data_time: 0.007, memory: 8343, top1_acc: 0.5590, top5_acc: 0.7861, loss_cls: 1.8478, loss: 1.8478, grad_norm: 4.6638 2020-08-15 23:48:20,382 - mmaction - INFO - Epoch [34][600/940] lr: 1.000e-02, eta: 12:32:40, time: 0.693, data_time: 0.005, memory: 8343, top1_acc: 0.5723, top5_acc: 0.7975, loss_cls: 1.8102, loss: 1.8102, grad_norm: 4.6969 2020-08-15 23:48:35,027 - mmaction - INFO - Epoch [34][620/940] lr: 1.000e-02, eta: 12:32:26, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.5756, top5_acc: 0.7908, loss_cls: 1.8311, loss: 1.8311, grad_norm: 4.6795 2020-08-15 23:48:48,584 - mmaction - INFO - Epoch [34][640/940] lr: 1.000e-02, eta: 12:32:10, time: 0.675, data_time: 0.007, memory: 8343, top1_acc: 0.5721, top5_acc: 0.7916, loss_cls: 1.8062, loss: 1.8062, grad_norm: 4.5980 2020-08-15 23:49:02,454 - mmaction - INFO - Epoch [34][660/940] lr: 1.000e-02, eta: 12:31:54, time: 0.697, data_time: 0.007, memory: 8343, top1_acc: 0.5736, top5_acc: 0.7857, loss_cls: 1.8506, loss: 1.8506, grad_norm: 4.6049 2020-08-15 23:49:16,646 - mmaction - INFO - Epoch [34][680/940] lr: 1.000e-02, eta: 12:31:39, time: 0.707, data_time: 0.005, memory: 8343, top1_acc: 0.5658, top5_acc: 0.7871, loss_cls: 1.8514, loss: 1.8514, grad_norm: 4.6280 2020-08-15 23:49:30,612 - mmaction - INFO - Epoch [34][700/940] lr: 1.000e-02, eta: 12:31:24, time: 0.701, data_time: 0.005, memory: 8343, top1_acc: 0.5654, top5_acc: 0.8010, loss_cls: 1.8168, loss: 1.8168, grad_norm: 4.6181 2020-08-15 23:49:44,702 - mmaction - INFO - Epoch [34][720/940] lr: 1.000e-02, eta: 12:31:09, time: 0.703, data_time: 0.006, memory: 8343, top1_acc: 0.5701, top5_acc: 0.7914, loss_cls: 1.8277, loss: 1.8277, grad_norm: 4.6245 2020-08-15 23:49:58,433 - mmaction - INFO - Epoch [34][740/940] lr: 1.000e-02, eta: 12:30:53, time: 0.688, data_time: 0.005, memory: 8343, top1_acc: 0.5617, top5_acc: 0.7812, loss_cls: 1.8710, loss: 1.8710, grad_norm: 4.6242 2020-08-15 23:50:12,635 - mmaction - INFO - Epoch [34][760/940] lr: 1.000e-02, eta: 12:30:38, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.5764, top5_acc: 0.7994, loss_cls: 1.7942, loss: 1.7942, grad_norm: 4.6802 2020-08-15 23:50:27,023 - mmaction - INFO - Epoch [34][780/940] lr: 1.000e-02, eta: 12:30:23, time: 0.721, data_time: 0.006, memory: 8343, top1_acc: 0.5689, top5_acc: 0.7814, loss_cls: 1.8473, loss: 1.8473, grad_norm: 4.5982 2020-08-15 23:50:41,289 - mmaction - INFO - Epoch [34][800/940] lr: 1.000e-02, eta: 12:30:08, time: 0.710, data_time: 0.007, memory: 8343, top1_acc: 0.5643, top5_acc: 0.7814, loss_cls: 1.8740, loss: 1.8740, grad_norm: 4.5796 2020-08-15 23:50:54,877 - mmaction - INFO - Epoch [34][820/940] lr: 1.000e-02, eta: 12:29:52, time: 0.683, data_time: 0.007, memory: 8343, top1_acc: 0.5674, top5_acc: 0.7910, loss_cls: 1.8429, loss: 1.8429, grad_norm: 4.6644 2020-08-15 23:51:08,617 - mmaction - INFO - Epoch [34][840/940] lr: 1.000e-02, eta: 12:29:36, time: 0.685, data_time: 0.005, memory: 8343, top1_acc: 0.5816, top5_acc: 0.8053, loss_cls: 1.7627, loss: 1.7627, grad_norm: 4.5757 2020-08-15 23:51:22,836 - mmaction - INFO - Epoch [34][860/940] lr: 1.000e-02, eta: 12:29:21, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.5689, top5_acc: 0.7979, loss_cls: 1.8145, loss: 1.8145, grad_norm: 4.6006 2020-08-15 23:51:37,181 - mmaction - INFO - Epoch [34][880/940] lr: 1.000e-02, eta: 12:29:06, time: 0.715, data_time: 0.006, memory: 8343, top1_acc: 0.5701, top5_acc: 0.7895, loss_cls: 1.8484, loss: 1.8484, grad_norm: 4.6257 2020-08-15 23:51:50,993 - mmaction - INFO - Epoch [34][900/940] lr: 1.000e-02, eta: 12:28:50, time: 0.692, data_time: 0.005, memory: 8343, top1_acc: 0.5740, top5_acc: 0.7904, loss_cls: 1.8290, loss: 1.8290, grad_norm: 4.5894 2020-08-15 23:52:05,238 - mmaction - INFO - Epoch [34][920/940] lr: 1.000e-02, eta: 12:28:35, time: 0.711, data_time: 0.005, memory: 8343, top1_acc: 0.5629, top5_acc: 0.7955, loss_cls: 1.8241, loss: 1.8241, grad_norm: 4.6233 2020-08-15 23:52:18,465 - mmaction - INFO - Epoch [34][940/940] lr: 1.000e-02, eta: 12:28:19, time: 0.663, data_time: 0.006, memory: 8343, top1_acc: 0.5667, top5_acc: 0.7866, loss_cls: 1.8473, loss: 1.8473, grad_norm: 4.6367 2020-08-15 23:52:40,046 - mmaction - INFO - Epoch [35][20/940] lr: 1.000e-02, eta: 12:28:17, time: 1.058, data_time: 0.399, memory: 8343, top1_acc: 0.5885, top5_acc: 0.8064, loss_cls: 1.7475, loss: 1.7475, grad_norm: 4.4671 2020-08-15 23:52:53,165 - mmaction - INFO - Epoch [35][40/940] lr: 1.000e-02, eta: 12:28:00, time: 0.654, data_time: 0.006, memory: 8343, top1_acc: 0.5719, top5_acc: 0.7848, loss_cls: 1.8548, loss: 1.8548, grad_norm: 4.6121 2020-08-15 23:53:06,702 - mmaction - INFO - Epoch [35][60/940] lr: 1.000e-02, eta: 12:27:44, time: 0.679, data_time: 0.006, memory: 8343, top1_acc: 0.5855, top5_acc: 0.8070, loss_cls: 1.7367, loss: 1.7367, grad_norm: 4.4531 2020-08-15 23:53:20,667 - mmaction - INFO - Epoch [35][80/940] lr: 1.000e-02, eta: 12:27:28, time: 0.697, data_time: 0.006, memory: 8343, top1_acc: 0.5844, top5_acc: 0.8020, loss_cls: 1.7630, loss: 1.7630, grad_norm: 4.4844 2020-08-15 23:53:34,365 - mmaction - INFO - Epoch [35][100/940] lr: 1.000e-02, eta: 12:27:12, time: 0.686, data_time: 0.005, memory: 8343, top1_acc: 0.5762, top5_acc: 0.7982, loss_cls: 1.7906, loss: 1.7906, grad_norm: 4.5829 2020-08-15 23:53:48,157 - mmaction - INFO - Epoch [35][120/940] lr: 1.000e-02, eta: 12:26:57, time: 0.690, data_time: 0.006, memory: 8343, top1_acc: 0.5723, top5_acc: 0.7914, loss_cls: 1.8187, loss: 1.8187, grad_norm: 4.5431 2020-08-15 23:54:01,951 - mmaction - INFO - Epoch [35][140/940] lr: 1.000e-02, eta: 12:26:41, time: 0.690, data_time: 0.002, memory: 8343, top1_acc: 0.5771, top5_acc: 0.7937, loss_cls: 1.7897, loss: 1.7897, grad_norm: 4.5944 2020-08-15 23:54:16,269 - mmaction - INFO - Epoch [35][160/940] lr: 1.000e-02, eta: 12:26:26, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.5838, top5_acc: 0.7994, loss_cls: 1.7634, loss: 1.7634, grad_norm: 4.5610 2020-08-15 23:54:30,528 - mmaction - INFO - Epoch [35][180/940] lr: 1.000e-02, eta: 12:26:11, time: 0.717, data_time: 0.007, memory: 8343, top1_acc: 0.5797, top5_acc: 0.7971, loss_cls: 1.7699, loss: 1.7699, grad_norm: 4.5382 2020-08-15 23:54:44,012 - mmaction - INFO - Epoch [35][200/940] lr: 1.000e-02, eta: 12:25:55, time: 0.674, data_time: 0.006, memory: 8343, top1_acc: 0.5752, top5_acc: 0.8029, loss_cls: 1.7621, loss: 1.7621, grad_norm: 4.5245 2020-08-15 23:54:57,829 - mmaction - INFO - Epoch [35][220/940] lr: 1.000e-02, eta: 12:25:39, time: 0.689, data_time: 0.006, memory: 8343, top1_acc: 0.5838, top5_acc: 0.8008, loss_cls: 1.7758, loss: 1.7758, grad_norm: 4.5597 2020-08-15 23:55:12,789 - mmaction - INFO - Epoch [35][240/940] lr: 1.000e-02, eta: 12:25:25, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.5740, top5_acc: 0.7977, loss_cls: 1.7888, loss: 1.7888, grad_norm: 4.5470 2020-08-15 23:55:26,087 - mmaction - INFO - Epoch [35][260/940] lr: 1.000e-02, eta: 12:25:09, time: 0.663, data_time: 0.006, memory: 8343, top1_acc: 0.5840, top5_acc: 0.7961, loss_cls: 1.7794, loss: 1.7794, grad_norm: 4.5094 2020-08-15 23:55:40,233 - mmaction - INFO - Epoch [35][280/940] lr: 1.000e-02, eta: 12:24:54, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.5781, top5_acc: 0.7953, loss_cls: 1.8046, loss: 1.8046, grad_norm: 4.5701 2020-08-15 23:55:54,082 - mmaction - INFO - Epoch [35][300/940] lr: 1.000e-02, eta: 12:24:38, time: 0.690, data_time: 0.006, memory: 8343, top1_acc: 0.5809, top5_acc: 0.8002, loss_cls: 1.7672, loss: 1.7672, grad_norm: 4.5757 2020-08-15 23:56:08,055 - mmaction - INFO - Epoch [35][320/940] lr: 1.000e-02, eta: 12:24:22, time: 0.701, data_time: 0.005, memory: 8343, top1_acc: 0.5900, top5_acc: 0.8064, loss_cls: 1.6982, loss: 1.6982, grad_norm: 4.5086 2020-08-15 23:56:21,704 - mmaction - INFO - Epoch [35][340/940] lr: 1.000e-02, eta: 12:24:06, time: 0.679, data_time: 0.006, memory: 8343, top1_acc: 0.5781, top5_acc: 0.7922, loss_cls: 1.8147, loss: 1.8147, grad_norm: 4.6864 2020-08-15 23:56:35,337 - mmaction - INFO - Epoch [35][360/940] lr: 1.000e-02, eta: 12:23:50, time: 0.684, data_time: 0.007, memory: 8343, top1_acc: 0.5779, top5_acc: 0.7980, loss_cls: 1.7727, loss: 1.7727, grad_norm: 4.5876 2020-08-15 23:56:50,047 - mmaction - INFO - Epoch [35][380/940] lr: 1.000e-02, eta: 12:23:36, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.5717, top5_acc: 0.7975, loss_cls: 1.8087, loss: 1.8087, grad_norm: 4.6286 2020-08-15 23:57:04,515 - mmaction - INFO - Epoch [35][400/940] lr: 1.000e-02, eta: 12:23:22, time: 0.727, data_time: 0.007, memory: 8343, top1_acc: 0.5734, top5_acc: 0.8002, loss_cls: 1.7824, loss: 1.7824, grad_norm: 4.5770 2020-08-15 23:57:18,110 - mmaction - INFO - Epoch [35][420/940] lr: 1.000e-02, eta: 12:23:06, time: 0.678, data_time: 0.005, memory: 8343, top1_acc: 0.5672, top5_acc: 0.7936, loss_cls: 1.8141, loss: 1.8141, grad_norm: 4.6438 2020-08-15 23:57:33,174 - mmaction - INFO - Epoch [35][440/940] lr: 1.000e-02, eta: 12:22:52, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.5680, top5_acc: 0.7873, loss_cls: 1.8420, loss: 1.8420, grad_norm: 4.7545 2020-08-15 23:57:46,660 - mmaction - INFO - Epoch [35][460/940] lr: 1.000e-02, eta: 12:22:36, time: 0.673, data_time: 0.005, memory: 8343, top1_acc: 0.5889, top5_acc: 0.8004, loss_cls: 1.7547, loss: 1.7547, grad_norm: 4.5205 2020-08-15 23:58:00,676 - mmaction - INFO - Epoch [35][480/940] lr: 1.000e-02, eta: 12:22:21, time: 0.702, data_time: 0.005, memory: 8343, top1_acc: 0.5773, top5_acc: 0.7914, loss_cls: 1.8204, loss: 1.8204, grad_norm: 4.6485 2020-08-15 23:58:14,347 - mmaction - INFO - Epoch [35][500/940] lr: 1.000e-02, eta: 12:22:05, time: 0.682, data_time: 0.006, memory: 8343, top1_acc: 0.5687, top5_acc: 0.7941, loss_cls: 1.8366, loss: 1.8366, grad_norm: 4.7211 2020-08-15 23:58:28,195 - mmaction - INFO - Epoch [35][520/940] lr: 1.000e-02, eta: 12:21:49, time: 0.693, data_time: 0.005, memory: 8343, top1_acc: 0.5746, top5_acc: 0.7930, loss_cls: 1.8102, loss: 1.8102, grad_norm: 4.6345 2020-08-15 23:58:43,685 - mmaction - INFO - Epoch [35][540/940] lr: 1.000e-02, eta: 12:21:36, time: 0.772, data_time: 0.006, memory: 8343, top1_acc: 0.5691, top5_acc: 0.7891, loss_cls: 1.8518, loss: 1.8518, grad_norm: 4.6016 2020-08-15 23:58:57,078 - mmaction - INFO - Epoch [35][560/940] lr: 1.000e-02, eta: 12:21:20, time: 0.673, data_time: 0.007, memory: 8343, top1_acc: 0.5746, top5_acc: 0.7949, loss_cls: 1.7779, loss: 1.7779, grad_norm: 4.5499 2020-08-15 23:59:11,863 - mmaction - INFO - Epoch [35][580/940] lr: 1.000e-02, eta: 12:21:06, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.5813, top5_acc: 0.8041, loss_cls: 1.7630, loss: 1.7630, grad_norm: 4.5264 2020-08-15 23:59:25,166 - mmaction - INFO - Epoch [35][600/940] lr: 1.000e-02, eta: 12:20:49, time: 0.667, data_time: 0.005, memory: 8343, top1_acc: 0.5717, top5_acc: 0.7934, loss_cls: 1.8178, loss: 1.8178, grad_norm: 4.7157 2020-08-15 23:59:39,389 - mmaction - INFO - Epoch [35][620/940] lr: 1.000e-02, eta: 12:20:34, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.5676, top5_acc: 0.7920, loss_cls: 1.8142, loss: 1.8142, grad_norm: 4.5952 2020-08-15 23:59:53,604 - mmaction - INFO - Epoch [35][640/940] lr: 1.000e-02, eta: 12:20:20, time: 0.712, data_time: 0.006, memory: 8343, top1_acc: 0.5811, top5_acc: 0.7990, loss_cls: 1.7888, loss: 1.7888, grad_norm: 4.6017 2020-08-16 00:00:09,655 - mmaction - INFO - Epoch [35][660/940] lr: 1.000e-02, eta: 12:20:08, time: 0.797, data_time: 0.007, memory: 8343, top1_acc: 0.5748, top5_acc: 0.8021, loss_cls: 1.7700, loss: 1.7700, grad_norm: 4.5923 2020-08-16 00:00:23,319 - mmaction - INFO - Epoch [35][680/940] lr: 1.000e-02, eta: 12:19:52, time: 0.689, data_time: 0.014, memory: 8343, top1_acc: 0.5840, top5_acc: 0.7943, loss_cls: 1.7854, loss: 1.7854, grad_norm: 4.5794 2020-08-16 00:00:37,443 - mmaction - INFO - Epoch [35][700/940] lr: 1.000e-02, eta: 12:19:37, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.5652, top5_acc: 0.7895, loss_cls: 1.8347, loss: 1.8347, grad_norm: 4.6500 2020-08-16 00:00:52,104 - mmaction - INFO - Epoch [35][720/940] lr: 1.000e-02, eta: 12:19:23, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.5697, top5_acc: 0.7949, loss_cls: 1.8089, loss: 1.8089, grad_norm: 4.6063 2020-08-16 00:01:07,272 - mmaction - INFO - Epoch [35][740/940] lr: 1.000e-02, eta: 12:19:10, time: 0.757, data_time: 0.007, memory: 8343, top1_acc: 0.5598, top5_acc: 0.7939, loss_cls: 1.8446, loss: 1.8446, grad_norm: 4.7439 2020-08-16 00:01:20,823 - mmaction - INFO - Epoch [35][760/940] lr: 1.000e-02, eta: 12:18:53, time: 0.679, data_time: 0.005, memory: 8343, top1_acc: 0.5697, top5_acc: 0.7918, loss_cls: 1.8364, loss: 1.8364, grad_norm: 4.6131 2020-08-16 00:01:34,555 - mmaction - INFO - Epoch [35][780/940] lr: 1.000e-02, eta: 12:18:38, time: 0.685, data_time: 0.006, memory: 8343, top1_acc: 0.5658, top5_acc: 0.7857, loss_cls: 1.8448, loss: 1.8448, grad_norm: 4.4940 2020-08-16 00:01:48,970 - mmaction - INFO - Epoch [35][800/940] lr: 1.000e-02, eta: 12:18:23, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.5762, top5_acc: 0.8066, loss_cls: 1.7773, loss: 1.7773, grad_norm: 4.6079 2020-08-16 00:02:03,164 - mmaction - INFO - Epoch [35][820/940] lr: 1.000e-02, eta: 12:18:08, time: 0.708, data_time: 0.007, memory: 8343, top1_acc: 0.5748, top5_acc: 0.7936, loss_cls: 1.8094, loss: 1.8094, grad_norm: 4.5978 2020-08-16 00:02:16,900 - mmaction - INFO - Epoch [35][840/940] lr: 1.000e-02, eta: 12:17:52, time: 0.689, data_time: 0.005, memory: 8343, top1_acc: 0.5695, top5_acc: 0.7949, loss_cls: 1.7943, loss: 1.7943, grad_norm: 4.5305 2020-08-16 00:02:30,793 - mmaction - INFO - Epoch [35][860/940] lr: 1.000e-02, eta: 12:17:37, time: 0.692, data_time: 0.005, memory: 8343, top1_acc: 0.5637, top5_acc: 0.7914, loss_cls: 1.8162, loss: 1.8162, grad_norm: 4.6745 2020-08-16 00:02:44,449 - mmaction - INFO - Epoch [35][880/940] lr: 1.000e-02, eta: 12:17:21, time: 0.685, data_time: 0.005, memory: 8343, top1_acc: 0.5627, top5_acc: 0.7939, loss_cls: 1.8335, loss: 1.8335, grad_norm: 4.6502 2020-08-16 00:02:58,397 - mmaction - INFO - Epoch [35][900/940] lr: 1.000e-02, eta: 12:17:05, time: 0.696, data_time: 0.005, memory: 8343, top1_acc: 0.5682, top5_acc: 0.7834, loss_cls: 1.8404, loss: 1.8404, grad_norm: 4.5833 2020-08-16 00:03:12,535 - mmaction - INFO - Epoch [35][920/940] lr: 1.000e-02, eta: 12:16:50, time: 0.708, data_time: 0.005, memory: 8343, top1_acc: 0.5766, top5_acc: 0.7937, loss_cls: 1.7892, loss: 1.7892, grad_norm: 4.5008 2020-08-16 00:03:25,718 - mmaction - INFO - Epoch [35][940/940] lr: 1.000e-02, eta: 12:16:33, time: 0.659, data_time: 0.006, memory: 8343, top1_acc: 0.5685, top5_acc: 0.7902, loss_cls: 1.8132, loss: 1.8132, grad_norm: 4.6356 2020-08-16 00:03:26,267 - mmaction - INFO - Saving checkpoint at 35 epochs 2020-08-16 00:03:50,728 - mmaction - INFO - Epoch [36][20/940] lr: 1.000e-02, eta: 12:16:35, time: 1.149, data_time: 0.524, memory: 8343, top1_acc: 0.5717, top5_acc: 0.7855, loss_cls: 1.8218, loss: 1.8218, grad_norm: 4.6008 2020-08-16 00:04:03,716 - mmaction - INFO - Epoch [36][40/940] lr: 1.000e-02, eta: 12:16:18, time: 0.651, data_time: 0.005, memory: 8343, top1_acc: 0.5842, top5_acc: 0.7937, loss_cls: 1.7613, loss: 1.7613, grad_norm: 4.5090 2020-08-16 00:04:16,920 - mmaction - INFO - Epoch [36][60/940] lr: 1.000e-02, eta: 12:16:01, time: 0.658, data_time: 0.005, memory: 8343, top1_acc: 0.5863, top5_acc: 0.8016, loss_cls: 1.7163, loss: 1.7163, grad_norm: 4.4597 2020-08-16 00:04:30,538 - mmaction - INFO - Epoch [36][80/940] lr: 1.000e-02, eta: 12:15:45, time: 0.682, data_time: 0.005, memory: 8343, top1_acc: 0.5830, top5_acc: 0.8033, loss_cls: 1.7408, loss: 1.7408, grad_norm: 4.5097 2020-08-16 00:04:44,313 - mmaction - INFO - Epoch [36][100/940] lr: 1.000e-02, eta: 12:15:29, time: 0.689, data_time: 0.005, memory: 8343, top1_acc: 0.5779, top5_acc: 0.7992, loss_cls: 1.7720, loss: 1.7720, grad_norm: 4.6106 2020-08-16 00:04:58,899 - mmaction - INFO - Epoch [36][120/940] lr: 1.000e-02, eta: 12:15:15, time: 0.727, data_time: 0.002, memory: 8343, top1_acc: 0.5850, top5_acc: 0.7998, loss_cls: 1.7596, loss: 1.7596, grad_norm: 4.5360 2020-08-16 00:05:12,504 - mmaction - INFO - Epoch [36][140/940] lr: 1.000e-02, eta: 12:14:59, time: 0.680, data_time: 0.007, memory: 8343, top1_acc: 0.5777, top5_acc: 0.7986, loss_cls: 1.7792, loss: 1.7792, grad_norm: 4.6748 2020-08-16 00:05:27,247 - mmaction - INFO - Epoch [36][160/940] lr: 1.000e-02, eta: 12:14:45, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.5838, top5_acc: 0.7953, loss_cls: 1.7773, loss: 1.7773, grad_norm: 4.6126 2020-08-16 00:05:42,395 - mmaction - INFO - Epoch [36][180/940] lr: 1.000e-02, eta: 12:14:31, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.5805, top5_acc: 0.7857, loss_cls: 1.7939, loss: 1.7939, grad_norm: 4.5176 2020-08-16 00:05:56,084 - mmaction - INFO - Epoch [36][200/940] lr: 1.000e-02, eta: 12:14:16, time: 0.688, data_time: 0.007, memory: 8343, top1_acc: 0.5904, top5_acc: 0.8045, loss_cls: 1.7434, loss: 1.7434, grad_norm: 4.5341 2020-08-16 00:06:09,815 - mmaction - INFO - Epoch [36][220/940] lr: 1.000e-02, eta: 12:14:00, time: 0.685, data_time: 0.005, memory: 8343, top1_acc: 0.5834, top5_acc: 0.8004, loss_cls: 1.7743, loss: 1.7743, grad_norm: 4.6223 2020-08-16 00:06:24,129 - mmaction - INFO - Epoch [36][240/940] lr: 1.000e-02, eta: 12:13:45, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.5766, top5_acc: 0.8059, loss_cls: 1.7512, loss: 1.7512, grad_norm: 4.5142 2020-08-16 00:06:38,266 - mmaction - INFO - Epoch [36][260/940] lr: 1.000e-02, eta: 12:13:30, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.5820, top5_acc: 0.7975, loss_cls: 1.7888, loss: 1.7888, grad_norm: 4.6703 2020-08-16 00:06:51,895 - mmaction - INFO - Epoch [36][280/940] lr: 1.000e-02, eta: 12:13:14, time: 0.682, data_time: 0.004, memory: 8343, top1_acc: 0.5836, top5_acc: 0.8025, loss_cls: 1.7577, loss: 1.7577, grad_norm: 4.4928 2020-08-16 00:07:05,880 - mmaction - INFO - Epoch [36][300/940] lr: 1.000e-02, eta: 12:12:58, time: 0.696, data_time: 0.004, memory: 8343, top1_acc: 0.5805, top5_acc: 0.7965, loss_cls: 1.7723, loss: 1.7723, grad_norm: 4.4874 2020-08-16 00:07:20,580 - mmaction - INFO - Epoch [36][320/940] lr: 1.000e-02, eta: 12:12:44, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.5807, top5_acc: 0.7984, loss_cls: 1.7803, loss: 1.7803, grad_norm: 4.5900 2020-08-16 00:07:34,533 - mmaction - INFO - Epoch [36][340/940] lr: 1.000e-02, eta: 12:12:29, time: 0.695, data_time: 0.007, memory: 8343, top1_acc: 0.5736, top5_acc: 0.7908, loss_cls: 1.8334, loss: 1.8334, grad_norm: 4.7076 2020-08-16 00:07:50,338 - mmaction - INFO - Epoch [36][360/940] lr: 1.000e-02, eta: 12:12:17, time: 0.794, data_time: 0.007, memory: 8343, top1_acc: 0.5723, top5_acc: 0.7961, loss_cls: 1.7876, loss: 1.7876, grad_norm: 4.5847 2020-08-16 00:08:03,477 - mmaction - INFO - Epoch [36][380/940] lr: 1.000e-02, eta: 12:12:00, time: 0.657, data_time: 0.005, memory: 8343, top1_acc: 0.5750, top5_acc: 0.8002, loss_cls: 1.8058, loss: 1.8058, grad_norm: 4.6298 2020-08-16 00:08:18,665 - mmaction - INFO - Epoch [36][400/940] lr: 1.000e-02, eta: 12:11:47, time: 0.759, data_time: 0.001, memory: 8343, top1_acc: 0.5729, top5_acc: 0.7855, loss_cls: 1.8217, loss: 1.8217, grad_norm: 4.6592 2020-08-16 00:08:32,256 - mmaction - INFO - Epoch [36][420/940] lr: 1.000e-02, eta: 12:11:31, time: 0.676, data_time: 0.007, memory: 8343, top1_acc: 0.5842, top5_acc: 0.7988, loss_cls: 1.7932, loss: 1.7932, grad_norm: 4.6102 2020-08-16 00:08:45,789 - mmaction - INFO - Epoch [36][440/940] lr: 1.000e-02, eta: 12:11:15, time: 0.681, data_time: 0.007, memory: 8343, top1_acc: 0.5803, top5_acc: 0.7959, loss_cls: 1.7744, loss: 1.7744, grad_norm: 4.5282 2020-08-16 00:08:59,800 - mmaction - INFO - Epoch [36][460/940] lr: 1.000e-02, eta: 12:10:59, time: 0.699, data_time: 0.006, memory: 8343, top1_acc: 0.5773, top5_acc: 0.7926, loss_cls: 1.7956, loss: 1.7956, grad_norm: 4.6121 2020-08-16 00:09:14,044 - mmaction - INFO - Epoch [36][480/940] lr: 1.000e-02, eta: 12:10:45, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.5764, top5_acc: 0.7949, loss_cls: 1.7983, loss: 1.7983, grad_norm: 4.6072 2020-08-16 00:09:28,543 - mmaction - INFO - Epoch [36][500/940] lr: 1.000e-02, eta: 12:10:30, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.5838, top5_acc: 0.7951, loss_cls: 1.7498, loss: 1.7498, grad_norm: 4.4822 2020-08-16 00:09:42,553 - mmaction - INFO - Epoch [36][520/940] lr: 1.000e-02, eta: 12:10:15, time: 0.702, data_time: 0.006, memory: 8343, top1_acc: 0.5645, top5_acc: 0.7928, loss_cls: 1.8307, loss: 1.8307, grad_norm: 4.7375 2020-08-16 00:09:56,557 - mmaction - INFO - Epoch [36][540/940] lr: 1.000e-02, eta: 12:10:00, time: 0.698, data_time: 0.006, memory: 8343, top1_acc: 0.5539, top5_acc: 0.7887, loss_cls: 1.8557, loss: 1.8557, grad_norm: 4.7050 2020-08-16 00:10:10,200 - mmaction - INFO - Epoch [36][560/940] lr: 1.000e-02, eta: 12:09:44, time: 0.684, data_time: 0.005, memory: 8343, top1_acc: 0.5678, top5_acc: 0.7889, loss_cls: 1.8306, loss: 1.8306, grad_norm: 4.5665 2020-08-16 00:10:24,176 - mmaction - INFO - Epoch [36][580/940] lr: 1.000e-02, eta: 12:09:28, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.5865, top5_acc: 0.7990, loss_cls: 1.7694, loss: 1.7694, grad_norm: 4.5796 2020-08-16 00:10:37,976 - mmaction - INFO - Epoch [36][600/940] lr: 1.000e-02, eta: 12:09:13, time: 0.691, data_time: 0.004, memory: 8343, top1_acc: 0.5705, top5_acc: 0.7844, loss_cls: 1.8281, loss: 1.8281, grad_norm: 4.5973 2020-08-16 00:10:52,353 - mmaction - INFO - Epoch [36][620/940] lr: 1.000e-02, eta: 12:08:58, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.5781, top5_acc: 0.7922, loss_cls: 1.8058, loss: 1.8058, grad_norm: 4.6241 2020-08-16 00:11:06,683 - mmaction - INFO - Epoch [36][640/940] lr: 1.000e-02, eta: 12:08:43, time: 0.718, data_time: 0.004, memory: 8343, top1_acc: 0.5721, top5_acc: 0.8000, loss_cls: 1.7900, loss: 1.7900, grad_norm: 4.6260 2020-08-16 00:11:20,254 - mmaction - INFO - Epoch [36][660/940] lr: 1.000e-02, eta: 12:08:27, time: 0.676, data_time: 0.007, memory: 8343, top1_acc: 0.5768, top5_acc: 0.7955, loss_cls: 1.8016, loss: 1.8016, grad_norm: 4.5549 2020-08-16 00:11:34,474 - mmaction - INFO - Epoch [36][680/940] lr: 1.000e-02, eta: 12:08:12, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.5805, top5_acc: 0.7930, loss_cls: 1.8223, loss: 1.8223, grad_norm: 4.5720 2020-08-16 00:11:49,288 - mmaction - INFO - Epoch [36][700/940] lr: 1.000e-02, eta: 12:07:58, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.5672, top5_acc: 0.7879, loss_cls: 1.8330, loss: 1.8330, grad_norm: 4.6577 2020-08-16 00:12:02,709 - mmaction - INFO - Epoch [36][720/940] lr: 1.000e-02, eta: 12:07:42, time: 0.673, data_time: 0.005, memory: 8343, top1_acc: 0.5861, top5_acc: 0.8063, loss_cls: 1.7328, loss: 1.7328, grad_norm: 4.5256 2020-08-16 00:12:16,661 - mmaction - INFO - Epoch [36][740/940] lr: 1.000e-02, eta: 12:07:27, time: 0.697, data_time: 0.005, memory: 8343, top1_acc: 0.5703, top5_acc: 0.7922, loss_cls: 1.8237, loss: 1.8237, grad_norm: 4.6151 2020-08-16 00:12:30,584 - mmaction - INFO - Epoch [36][760/940] lr: 1.000e-02, eta: 12:07:11, time: 0.697, data_time: 0.003, memory: 8343, top1_acc: 0.5795, top5_acc: 0.7896, loss_cls: 1.7978, loss: 1.7978, grad_norm: 4.6404 2020-08-16 00:12:44,637 - mmaction - INFO - Epoch [36][780/940] lr: 1.000e-02, eta: 12:06:56, time: 0.701, data_time: 0.007, memory: 8343, top1_acc: 0.5682, top5_acc: 0.7797, loss_cls: 1.8600, loss: 1.8600, grad_norm: 4.6489 2020-08-16 00:12:58,406 - mmaction - INFO - Epoch [36][800/940] lr: 1.000e-02, eta: 12:06:40, time: 0.690, data_time: 0.005, memory: 8343, top1_acc: 0.5641, top5_acc: 0.7840, loss_cls: 1.8671, loss: 1.8671, grad_norm: 4.6255 2020-08-16 00:13:12,792 - mmaction - INFO - Epoch [36][820/940] lr: 1.000e-02, eta: 12:06:26, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.5682, top5_acc: 0.7973, loss_cls: 1.8038, loss: 1.8038, grad_norm: 4.6568 2020-08-16 00:13:27,336 - mmaction - INFO - Epoch [36][840/940] lr: 1.000e-02, eta: 12:06:12, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.5775, top5_acc: 0.7906, loss_cls: 1.7883, loss: 1.7883, grad_norm: 4.5058 2020-08-16 00:13:41,243 - mmaction - INFO - Epoch [36][860/940] lr: 1.000e-02, eta: 12:05:56, time: 0.693, data_time: 0.007, memory: 8343, top1_acc: 0.5611, top5_acc: 0.7908, loss_cls: 1.8528, loss: 1.8528, grad_norm: 4.6804 2020-08-16 00:13:54,933 - mmaction - INFO - Epoch [36][880/940] lr: 1.000e-02, eta: 12:05:40, time: 0.687, data_time: 0.005, memory: 8343, top1_acc: 0.5660, top5_acc: 0.7879, loss_cls: 1.8136, loss: 1.8136, grad_norm: 4.6290 2020-08-16 00:14:09,742 - mmaction - INFO - Epoch [36][900/940] lr: 1.000e-02, eta: 12:05:26, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.5604, top5_acc: 0.7875, loss_cls: 1.8419, loss: 1.8419, grad_norm: 4.6824 2020-08-16 00:14:24,346 - mmaction - INFO - Epoch [36][920/940] lr: 1.000e-02, eta: 12:05:12, time: 0.734, data_time: 0.007, memory: 8343, top1_acc: 0.5750, top5_acc: 0.7986, loss_cls: 1.7863, loss: 1.7863, grad_norm: 4.5147 2020-08-16 00:14:37,351 - mmaction - INFO - Epoch [36][940/940] lr: 1.000e-02, eta: 12:04:55, time: 0.648, data_time: 0.005, memory: 8343, top1_acc: 0.5677, top5_acc: 0.7909, loss_cls: 1.8401, loss: 1.8401, grad_norm: 4.7081 2020-08-16 00:14:58,752 - mmaction - INFO - Epoch [37][20/940] lr: 1.000e-02, eta: 12:04:52, time: 1.048, data_time: 0.421, memory: 8343, top1_acc: 0.5777, top5_acc: 0.7967, loss_cls: 1.7704, loss: 1.7704, grad_norm: 4.5555 2020-08-16 00:15:11,613 - mmaction - INFO - Epoch [37][40/940] lr: 1.000e-02, eta: 12:04:35, time: 0.642, data_time: 0.005, memory: 8343, top1_acc: 0.5713, top5_acc: 0.7959, loss_cls: 1.7933, loss: 1.7933, grad_norm: 4.7160 2020-08-16 00:15:25,592 - mmaction - INFO - Epoch [37][60/940] lr: 1.000e-02, eta: 12:04:20, time: 0.700, data_time: 0.004, memory: 8343, top1_acc: 0.5896, top5_acc: 0.8078, loss_cls: 1.7437, loss: 1.7437, grad_norm: 4.5549 2020-08-16 00:15:40,257 - mmaction - INFO - Epoch [37][80/940] lr: 1.000e-02, eta: 12:04:05, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.7456, loss: 1.7456, grad_norm: 4.4684 2020-08-16 00:15:54,508 - mmaction - INFO - Epoch [37][100/940] lr: 1.000e-02, eta: 12:03:51, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.5729, top5_acc: 0.7877, loss_cls: 1.8116, loss: 1.8116, grad_norm: 4.5913 2020-08-16 00:16:08,059 - mmaction - INFO - Epoch [37][120/940] lr: 1.000e-02, eta: 12:03:34, time: 0.677, data_time: 0.007, memory: 8343, top1_acc: 0.5754, top5_acc: 0.8041, loss_cls: 1.7765, loss: 1.7765, grad_norm: 4.5810 2020-08-16 00:16:21,844 - mmaction - INFO - Epoch [37][140/940] lr: 1.000e-02, eta: 12:03:19, time: 0.691, data_time: 0.005, memory: 8343, top1_acc: 0.5756, top5_acc: 0.7939, loss_cls: 1.7875, loss: 1.7875, grad_norm: 4.6489 2020-08-16 00:16:35,811 - mmaction - INFO - Epoch [37][160/940] lr: 1.000e-02, eta: 12:03:03, time: 0.697, data_time: 0.005, memory: 8343, top1_acc: 0.5879, top5_acc: 0.7971, loss_cls: 1.7559, loss: 1.7559, grad_norm: 4.4983 2020-08-16 00:16:50,320 - mmaction - INFO - Epoch [37][180/940] lr: 1.000e-02, eta: 12:02:49, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.5795, top5_acc: 0.7986, loss_cls: 1.7812, loss: 1.7812, grad_norm: 4.6006 2020-08-16 00:17:04,138 - mmaction - INFO - Epoch [37][200/940] lr: 1.000e-02, eta: 12:02:33, time: 0.689, data_time: 0.005, memory: 8343, top1_acc: 0.5721, top5_acc: 0.7982, loss_cls: 1.7887, loss: 1.7887, grad_norm: 4.6066 2020-08-16 00:17:17,568 - mmaction - INFO - Epoch [37][220/940] lr: 1.000e-02, eta: 12:02:17, time: 0.673, data_time: 0.005, memory: 8343, top1_acc: 0.5818, top5_acc: 0.8113, loss_cls: 1.7425, loss: 1.7425, grad_norm: 4.5311 2020-08-16 00:17:31,447 - mmaction - INFO - Epoch [37][240/940] lr: 1.000e-02, eta: 12:02:02, time: 0.693, data_time: 0.005, memory: 8343, top1_acc: 0.5857, top5_acc: 0.8039, loss_cls: 1.7573, loss: 1.7573, grad_norm: 4.5727 2020-08-16 00:17:45,194 - mmaction - INFO - Epoch [37][260/940] lr: 1.000e-02, eta: 12:01:46, time: 0.688, data_time: 0.003, memory: 8343, top1_acc: 0.5846, top5_acc: 0.7969, loss_cls: 1.7786, loss: 1.7786, grad_norm: 4.5751 2020-08-16 00:17:59,306 - mmaction - INFO - Epoch [37][280/940] lr: 1.000e-02, eta: 12:01:31, time: 0.703, data_time: 0.005, memory: 8343, top1_acc: 0.5832, top5_acc: 0.8014, loss_cls: 1.7543, loss: 1.7543, grad_norm: 4.5416 2020-08-16 00:18:13,031 - mmaction - INFO - Epoch [37][300/940] lr: 1.000e-02, eta: 12:01:15, time: 0.688, data_time: 0.005, memory: 8343, top1_acc: 0.5746, top5_acc: 0.7961, loss_cls: 1.7981, loss: 1.7981, grad_norm: 4.6688 2020-08-16 00:18:27,753 - mmaction - INFO - Epoch [37][320/940] lr: 1.000e-02, eta: 12:01:01, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.5814, top5_acc: 0.8029, loss_cls: 1.7554, loss: 1.7554, grad_norm: 4.4834 2020-08-16 00:18:42,359 - mmaction - INFO - Epoch [37][340/940] lr: 1.000e-02, eta: 12:00:47, time: 0.731, data_time: 0.004, memory: 8343, top1_acc: 0.5791, top5_acc: 0.7990, loss_cls: 1.8026, loss: 1.8026, grad_norm: 4.5822 2020-08-16 00:18:55,824 - mmaction - INFO - Epoch [37][360/940] lr: 1.000e-02, eta: 12:00:31, time: 0.671, data_time: 0.005, memory: 8343, top1_acc: 0.5766, top5_acc: 0.7902, loss_cls: 1.7940, loss: 1.7940, grad_norm: 4.5861 2020-08-16 00:19:10,572 - mmaction - INFO - Epoch [37][380/940] lr: 1.000e-02, eta: 12:00:17, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.5756, top5_acc: 0.7971, loss_cls: 1.7872, loss: 1.7872, grad_norm: 4.6291 2020-08-16 00:19:23,919 - mmaction - INFO - Epoch [37][400/940] lr: 1.000e-02, eta: 12:00:00, time: 0.667, data_time: 0.006, memory: 8343, top1_acc: 0.5895, top5_acc: 0.8027, loss_cls: 1.7437, loss: 1.7437, grad_norm: 4.5080 2020-08-16 00:19:37,772 - mmaction - INFO - Epoch [37][420/940] lr: 1.000e-02, eta: 11:59:45, time: 0.694, data_time: 0.004, memory: 8343, top1_acc: 0.5830, top5_acc: 0.8029, loss_cls: 1.7605, loss: 1.7605, grad_norm: 4.5910 2020-08-16 00:19:51,726 - mmaction - INFO - Epoch [37][440/940] lr: 1.000e-02, eta: 11:59:30, time: 0.695, data_time: 0.006, memory: 8343, top1_acc: 0.5863, top5_acc: 0.8037, loss_cls: 1.7514, loss: 1.7514, grad_norm: 4.5794 2020-08-16 00:20:06,112 - mmaction - INFO - Epoch [37][460/940] lr: 1.000e-02, eta: 11:59:15, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.5787, top5_acc: 0.7982, loss_cls: 1.7798, loss: 1.7798, grad_norm: 4.5722 2020-08-16 00:20:19,822 - mmaction - INFO - Epoch [37][480/940] lr: 1.000e-02, eta: 11:58:59, time: 0.686, data_time: 0.002, memory: 8343, top1_acc: 0.5699, top5_acc: 0.7961, loss_cls: 1.7880, loss: 1.7880, grad_norm: 4.6113 2020-08-16 00:20:33,855 - mmaction - INFO - Epoch [37][500/940] lr: 1.000e-02, eta: 11:58:44, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.5783, top5_acc: 0.7965, loss_cls: 1.7775, loss: 1.7775, grad_norm: 4.6053 2020-08-16 00:20:48,272 - mmaction - INFO - Epoch [37][520/940] lr: 1.000e-02, eta: 11:58:30, time: 0.724, data_time: 0.007, memory: 8343, top1_acc: 0.5840, top5_acc: 0.7965, loss_cls: 1.7612, loss: 1.7612, grad_norm: 4.5829 2020-08-16 00:21:02,902 - mmaction - INFO - Epoch [37][540/940] lr: 1.000e-02, eta: 11:58:15, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.5600, top5_acc: 0.7895, loss_cls: 1.8523, loss: 1.8523, grad_norm: 4.7567 2020-08-16 00:21:16,280 - mmaction - INFO - Epoch [37][560/940] lr: 1.000e-02, eta: 11:57:59, time: 0.672, data_time: 0.007, memory: 8343, top1_acc: 0.5727, top5_acc: 0.7936, loss_cls: 1.8018, loss: 1.8018, grad_norm: 4.6141 2020-08-16 00:21:30,207 - mmaction - INFO - Epoch [37][580/940] lr: 1.000e-02, eta: 11:57:44, time: 0.693, data_time: 0.005, memory: 8343, top1_acc: 0.5840, top5_acc: 0.7961, loss_cls: 1.7538, loss: 1.7538, grad_norm: 4.5348 2020-08-16 00:21:44,761 - mmaction - INFO - Epoch [37][600/940] lr: 1.000e-02, eta: 11:57:29, time: 0.730, data_time: 0.007, memory: 8343, top1_acc: 0.5635, top5_acc: 0.7961, loss_cls: 1.8038, loss: 1.8038, grad_norm: 4.6959 2020-08-16 00:21:58,436 - mmaction - INFO - Epoch [37][620/940] lr: 1.000e-02, eta: 11:57:14, time: 0.684, data_time: 0.003, memory: 8343, top1_acc: 0.5711, top5_acc: 0.7971, loss_cls: 1.8225, loss: 1.8225, grad_norm: 4.5312 2020-08-16 00:22:12,722 - mmaction - INFO - Epoch [37][640/940] lr: 1.000e-02, eta: 11:56:59, time: 0.711, data_time: 0.007, memory: 8343, top1_acc: 0.5738, top5_acc: 0.7922, loss_cls: 1.8079, loss: 1.8079, grad_norm: 4.6611 2020-08-16 00:22:26,813 - mmaction - INFO - Epoch [37][660/940] lr: 1.000e-02, eta: 11:56:44, time: 0.708, data_time: 0.007, memory: 8343, top1_acc: 0.5721, top5_acc: 0.7932, loss_cls: 1.8105, loss: 1.8105, grad_norm: 4.6016 2020-08-16 00:22:40,250 - mmaction - INFO - Epoch [37][680/940] lr: 1.000e-02, eta: 11:56:28, time: 0.672, data_time: 0.002, memory: 8343, top1_acc: 0.5693, top5_acc: 0.7852, loss_cls: 1.8301, loss: 1.8301, grad_norm: 4.4936 2020-08-16 00:22:54,268 - mmaction - INFO - Epoch [37][700/940] lr: 1.000e-02, eta: 11:56:12, time: 0.699, data_time: 0.005, memory: 8343, top1_acc: 0.5803, top5_acc: 0.8055, loss_cls: 1.7643, loss: 1.7643, grad_norm: 4.6482 2020-08-16 00:23:08,775 - mmaction - INFO - Epoch [37][720/940] lr: 1.000e-02, eta: 11:55:58, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.5816, top5_acc: 0.8039, loss_cls: 1.7776, loss: 1.7776, grad_norm: 4.5932 2020-08-16 00:23:22,554 - mmaction - INFO - Epoch [37][740/940] lr: 1.000e-02, eta: 11:55:42, time: 0.685, data_time: 0.007, memory: 8343, top1_acc: 0.5705, top5_acc: 0.7932, loss_cls: 1.8000, loss: 1.8000, grad_norm: 4.6321 2020-08-16 00:23:37,290 - mmaction - INFO - Epoch [37][760/940] lr: 1.000e-02, eta: 11:55:28, time: 0.741, data_time: 0.007, memory: 8343, top1_acc: 0.5824, top5_acc: 0.8006, loss_cls: 1.7758, loss: 1.7758, grad_norm: 4.6373 2020-08-16 00:23:50,722 - mmaction - INFO - Epoch [37][780/940] lr: 1.000e-02, eta: 11:55:12, time: 0.670, data_time: 0.005, memory: 8343, top1_acc: 0.5775, top5_acc: 0.7973, loss_cls: 1.7928, loss: 1.7928, grad_norm: 4.5926 2020-08-16 00:24:04,226 - mmaction - INFO - Epoch [37][800/940] lr: 1.000e-02, eta: 11:54:56, time: 0.677, data_time: 0.005, memory: 8343, top1_acc: 0.5824, top5_acc: 0.7957, loss_cls: 1.7776, loss: 1.7776, grad_norm: 4.5131 2020-08-16 00:24:18,164 - mmaction - INFO - Epoch [37][820/940] lr: 1.000e-02, eta: 11:54:41, time: 0.695, data_time: 0.005, memory: 8343, top1_acc: 0.5682, top5_acc: 0.7854, loss_cls: 1.8528, loss: 1.8528, grad_norm: 4.6373 2020-08-16 00:24:31,990 - mmaction - INFO - Epoch [37][840/940] lr: 1.000e-02, eta: 11:54:25, time: 0.693, data_time: 0.005, memory: 8343, top1_acc: 0.5687, top5_acc: 0.7953, loss_cls: 1.8160, loss: 1.8160, grad_norm: 4.6431 2020-08-16 00:24:46,261 - mmaction - INFO - Epoch [37][860/940] lr: 1.000e-02, eta: 11:54:10, time: 0.711, data_time: 0.005, memory: 8343, top1_acc: 0.5664, top5_acc: 0.7902, loss_cls: 1.8164, loss: 1.8164, grad_norm: 4.6807 2020-08-16 00:25:00,840 - mmaction - INFO - Epoch [37][880/940] lr: 1.000e-02, eta: 11:53:56, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.5824, top5_acc: 0.7990, loss_cls: 1.7689, loss: 1.7689, grad_norm: 4.6365 2020-08-16 00:25:14,194 - mmaction - INFO - Epoch [37][900/940] lr: 1.000e-02, eta: 11:53:40, time: 0.666, data_time: 0.005, memory: 8343, top1_acc: 0.5777, top5_acc: 0.8121, loss_cls: 1.7451, loss: 1.7451, grad_norm: 4.6683 2020-08-16 00:25:28,053 - mmaction - INFO - Epoch [37][920/940] lr: 1.000e-02, eta: 11:53:25, time: 0.695, data_time: 0.005, memory: 8343, top1_acc: 0.5721, top5_acc: 0.7975, loss_cls: 1.8081, loss: 1.8081, grad_norm: 4.6444 2020-08-16 00:25:41,710 - mmaction - INFO - Epoch [37][940/940] lr: 1.000e-02, eta: 11:53:09, time: 0.681, data_time: 0.005, memory: 8343, top1_acc: 0.5766, top5_acc: 0.8012, loss_cls: 1.7898, loss: 1.7898, grad_norm: 4.7232 2020-08-16 00:26:03,093 - mmaction - INFO - Epoch [38][20/940] lr: 1.000e-02, eta: 11:53:05, time: 1.045, data_time: 0.423, memory: 8343, top1_acc: 0.5732, top5_acc: 0.7973, loss_cls: 1.7875, loss: 1.7875, grad_norm: 4.5740 2020-08-16 00:26:16,394 - mmaction - INFO - Epoch [38][40/940] lr: 1.000e-02, eta: 11:52:49, time: 0.664, data_time: 0.006, memory: 8343, top1_acc: 0.5832, top5_acc: 0.7947, loss_cls: 1.7669, loss: 1.7669, grad_norm: 4.6163 2020-08-16 00:26:30,449 - mmaction - INFO - Epoch [38][60/940] lr: 1.000e-02, eta: 11:52:34, time: 0.704, data_time: 0.004, memory: 8343, top1_acc: 0.5846, top5_acc: 0.8029, loss_cls: 1.7205, loss: 1.7205, grad_norm: 4.5189 2020-08-16 00:26:45,266 - mmaction - INFO - Epoch [38][80/940] lr: 1.000e-02, eta: 11:52:20, time: 0.738, data_time: 0.007, memory: 8343, top1_acc: 0.5773, top5_acc: 0.7936, loss_cls: 1.7799, loss: 1.7799, grad_norm: 4.5930 2020-08-16 00:26:59,196 - mmaction - INFO - Epoch [38][100/940] lr: 1.000e-02, eta: 11:52:04, time: 0.700, data_time: 0.007, memory: 8343, top1_acc: 0.5838, top5_acc: 0.8055, loss_cls: 1.7512, loss: 1.7512, grad_norm: 4.5341 2020-08-16 00:27:13,940 - mmaction - INFO - Epoch [38][120/940] lr: 1.000e-02, eta: 11:51:50, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.5836, top5_acc: 0.7961, loss_cls: 1.7798, loss: 1.7798, grad_norm: 4.5712 2020-08-16 00:27:27,315 - mmaction - INFO - Epoch [38][140/940] lr: 1.000e-02, eta: 11:51:34, time: 0.669, data_time: 0.004, memory: 8343, top1_acc: 0.5850, top5_acc: 0.8041, loss_cls: 1.7505, loss: 1.7505, grad_norm: 4.5819 2020-08-16 00:27:41,538 - mmaction - INFO - Epoch [38][160/940] lr: 1.000e-02, eta: 11:51:19, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.5900, top5_acc: 0.8078, loss_cls: 1.7319, loss: 1.7319, grad_norm: 4.5019 2020-08-16 00:27:56,179 - mmaction - INFO - Epoch [38][180/940] lr: 1.000e-02, eta: 11:51:05, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.5842, top5_acc: 0.7941, loss_cls: 1.7896, loss: 1.7896, grad_norm: 4.5721 2020-08-16 00:28:10,003 - mmaction - INFO - Epoch [38][200/940] lr: 1.000e-02, eta: 11:50:50, time: 0.692, data_time: 0.003, memory: 8343, top1_acc: 0.5824, top5_acc: 0.8076, loss_cls: 1.7294, loss: 1.7294, grad_norm: 4.4975 2020-08-16 00:28:23,507 - mmaction - INFO - Epoch [38][220/940] lr: 1.000e-02, eta: 11:50:34, time: 0.672, data_time: 0.005, memory: 8343, top1_acc: 0.5924, top5_acc: 0.8006, loss_cls: 1.7360, loss: 1.7360, grad_norm: 4.5549 2020-08-16 00:28:37,482 - mmaction - INFO - Epoch [38][240/940] lr: 1.000e-02, eta: 11:50:18, time: 0.702, data_time: 0.007, memory: 8343, top1_acc: 0.5850, top5_acc: 0.7998, loss_cls: 1.7542, loss: 1.7542, grad_norm: 4.6052 2020-08-16 00:28:51,928 - mmaction - INFO - Epoch [38][260/940] lr: 1.000e-02, eta: 11:50:04, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.5684, top5_acc: 0.7990, loss_cls: 1.7928, loss: 1.7928, grad_norm: 4.6003 2020-08-16 00:29:05,418 - mmaction - INFO - Epoch [38][280/940] lr: 1.000e-02, eta: 11:49:48, time: 0.677, data_time: 0.005, memory: 8343, top1_acc: 0.5813, top5_acc: 0.8049, loss_cls: 1.7507, loss: 1.7507, grad_norm: 4.6111 2020-08-16 00:29:19,097 - mmaction - INFO - Epoch [38][300/940] lr: 1.000e-02, eta: 11:49:32, time: 0.683, data_time: 0.005, memory: 8343, top1_acc: 0.5912, top5_acc: 0.8045, loss_cls: 1.7452, loss: 1.7452, grad_norm: 4.5211 2020-08-16 00:29:32,911 - mmaction - INFO - Epoch [38][320/940] lr: 1.000e-02, eta: 11:49:17, time: 0.692, data_time: 0.005, memory: 8343, top1_acc: 0.5785, top5_acc: 0.7977, loss_cls: 1.7820, loss: 1.7820, grad_norm: 4.6648 2020-08-16 00:29:46,529 - mmaction - INFO - Epoch [38][340/940] lr: 1.000e-02, eta: 11:49:01, time: 0.679, data_time: 0.006, memory: 8343, top1_acc: 0.5734, top5_acc: 0.7994, loss_cls: 1.7944, loss: 1.7944, grad_norm: 4.6105 2020-08-16 00:30:00,376 - mmaction - INFO - Epoch [38][360/940] lr: 1.000e-02, eta: 11:48:45, time: 0.694, data_time: 0.005, memory: 8343, top1_acc: 0.5832, top5_acc: 0.8020, loss_cls: 1.7221, loss: 1.7221, grad_norm: 4.5296 2020-08-16 00:30:14,284 - mmaction - INFO - Epoch [38][380/940] lr: 1.000e-02, eta: 11:48:30, time: 0.694, data_time: 0.006, memory: 8343, top1_acc: 0.5818, top5_acc: 0.8002, loss_cls: 1.7874, loss: 1.7874, grad_norm: 4.5743 2020-08-16 00:30:28,965 - mmaction - INFO - Epoch [38][400/940] lr: 1.000e-02, eta: 11:48:16, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.5793, top5_acc: 0.8008, loss_cls: 1.7572, loss: 1.7572, grad_norm: 4.5745 2020-08-16 00:30:42,608 - mmaction - INFO - Epoch [38][420/940] lr: 1.000e-02, eta: 11:48:00, time: 0.680, data_time: 0.005, memory: 8343, top1_acc: 0.5727, top5_acc: 0.7984, loss_cls: 1.7997, loss: 1.7997, grad_norm: 4.6313 2020-08-16 00:30:57,533 - mmaction - INFO - Epoch [38][440/940] lr: 1.000e-02, eta: 11:47:46, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.5701, top5_acc: 0.7891, loss_cls: 1.7967, loss: 1.7967, grad_norm: 4.5735 2020-08-16 00:31:10,784 - mmaction - INFO - Epoch [38][460/940] lr: 1.000e-02, eta: 11:47:30, time: 0.660, data_time: 0.006, memory: 8343, top1_acc: 0.5783, top5_acc: 0.7930, loss_cls: 1.7924, loss: 1.7924, grad_norm: 4.6104 2020-08-16 00:31:25,112 - mmaction - INFO - Epoch [38][480/940] lr: 1.000e-02, eta: 11:47:15, time: 0.719, data_time: 0.006, memory: 8343, top1_acc: 0.5932, top5_acc: 0.8043, loss_cls: 1.7539, loss: 1.7539, grad_norm: 4.5914 2020-08-16 00:31:38,988 - mmaction - INFO - Epoch [38][500/940] lr: 1.000e-02, eta: 11:47:00, time: 0.692, data_time: 0.005, memory: 8343, top1_acc: 0.5900, top5_acc: 0.7980, loss_cls: 1.7699, loss: 1.7699, grad_norm: 4.5736 2020-08-16 00:31:54,659 - mmaction - INFO - Epoch [38][520/940] lr: 1.000e-02, eta: 11:46:47, time: 0.785, data_time: 0.005, memory: 8343, top1_acc: 0.5764, top5_acc: 0.7973, loss_cls: 1.7765, loss: 1.7765, grad_norm: 4.5611 2020-08-16 00:32:07,777 - mmaction - INFO - Epoch [38][540/940] lr: 1.000e-02, eta: 11:46:31, time: 0.654, data_time: 0.006, memory: 8343, top1_acc: 0.5721, top5_acc: 0.7939, loss_cls: 1.8337, loss: 1.8337, grad_norm: 4.6963 2020-08-16 00:32:21,337 - mmaction - INFO - Epoch [38][560/940] lr: 1.000e-02, eta: 11:46:15, time: 0.681, data_time: 0.005, memory: 8343, top1_acc: 0.5752, top5_acc: 0.7980, loss_cls: 1.7848, loss: 1.7848, grad_norm: 4.6426 2020-08-16 00:32:35,765 - mmaction - INFO - Epoch [38][580/940] lr: 1.000e-02, eta: 11:46:00, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.5898, top5_acc: 0.8084, loss_cls: 1.7370, loss: 1.7370, grad_norm: 4.5531 2020-08-16 00:32:49,850 - mmaction - INFO - Epoch [38][600/940] lr: 1.000e-02, eta: 11:45:45, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.5965, top5_acc: 0.8000, loss_cls: 1.7435, loss: 1.7435, grad_norm: 4.5700 2020-08-16 00:33:03,546 - mmaction - INFO - Epoch [38][620/940] lr: 1.000e-02, eta: 11:45:30, time: 0.684, data_time: 0.006, memory: 8343, top1_acc: 0.5811, top5_acc: 0.7947, loss_cls: 1.7974, loss: 1.7974, grad_norm: 4.6576 2020-08-16 00:33:17,319 - mmaction - INFO - Epoch [38][640/940] lr: 1.000e-02, eta: 11:45:14, time: 0.690, data_time: 0.005, memory: 8343, top1_acc: 0.5855, top5_acc: 0.7893, loss_cls: 1.7942, loss: 1.7942, grad_norm: 4.6245 2020-08-16 00:33:31,199 - mmaction - INFO - Epoch [38][660/940] lr: 1.000e-02, eta: 11:44:59, time: 0.691, data_time: 0.006, memory: 8343, top1_acc: 0.5834, top5_acc: 0.7959, loss_cls: 1.7824, loss: 1.7824, grad_norm: 4.5958 2020-08-16 00:33:45,580 - mmaction - INFO - Epoch [38][680/940] lr: 1.000e-02, eta: 11:44:44, time: 0.721, data_time: 0.006, memory: 8343, top1_acc: 0.5766, top5_acc: 0.7939, loss_cls: 1.7875, loss: 1.7875, grad_norm: 4.5238 2020-08-16 00:33:59,173 - mmaction - INFO - Epoch [38][700/940] lr: 1.000e-02, eta: 11:44:28, time: 0.679, data_time: 0.006, memory: 8343, top1_acc: 0.5818, top5_acc: 0.7965, loss_cls: 1.8006, loss: 1.8006, grad_norm: 4.6538 2020-08-16 00:34:13,079 - mmaction - INFO - Epoch [38][720/940] lr: 1.000e-02, eta: 11:44:13, time: 0.696, data_time: 0.004, memory: 8343, top1_acc: 0.5805, top5_acc: 0.7922, loss_cls: 1.7901, loss: 1.7901, grad_norm: 4.6342 2020-08-16 00:34:28,962 - mmaction - INFO - Epoch [38][740/940] lr: 1.000e-02, eta: 11:44:01, time: 0.793, data_time: 0.005, memory: 8343, top1_acc: 0.5697, top5_acc: 0.7914, loss_cls: 1.8178, loss: 1.8178, grad_norm: 4.6887 2020-08-16 00:34:42,084 - mmaction - INFO - Epoch [38][760/940] lr: 1.000e-02, eta: 11:43:44, time: 0.657, data_time: 0.004, memory: 8343, top1_acc: 0.5828, top5_acc: 0.7947, loss_cls: 1.7719, loss: 1.7719, grad_norm: 4.5570 2020-08-16 00:34:55,902 - mmaction - INFO - Epoch [38][780/940] lr: 1.000e-02, eta: 11:43:29, time: 0.689, data_time: 0.006, memory: 8343, top1_acc: 0.5754, top5_acc: 0.7971, loss_cls: 1.7943, loss: 1.7943, grad_norm: 4.6361 2020-08-16 00:35:09,703 - mmaction - INFO - Epoch [38][800/940] lr: 1.000e-02, eta: 11:43:13, time: 0.692, data_time: 0.005, memory: 8343, top1_acc: 0.5783, top5_acc: 0.7941, loss_cls: 1.8102, loss: 1.8102, grad_norm: 4.5613 2020-08-16 00:35:23,856 - mmaction - INFO - Epoch [38][820/940] lr: 1.000e-02, eta: 11:42:58, time: 0.705, data_time: 0.006, memory: 8343, top1_acc: 0.5838, top5_acc: 0.8037, loss_cls: 1.7571, loss: 1.7571, grad_norm: 4.5646 2020-08-16 00:35:37,634 - mmaction - INFO - Epoch [38][840/940] lr: 1.000e-02, eta: 11:42:43, time: 0.691, data_time: 0.006, memory: 8343, top1_acc: 0.5840, top5_acc: 0.8078, loss_cls: 1.7408, loss: 1.7408, grad_norm: 4.6088 2020-08-16 00:35:51,654 - mmaction - INFO - Epoch [38][860/940] lr: 1.000e-02, eta: 11:42:28, time: 0.699, data_time: 0.005, memory: 8343, top1_acc: 0.5596, top5_acc: 0.7898, loss_cls: 1.8264, loss: 1.8264, grad_norm: 4.6903 2020-08-16 00:36:05,500 - mmaction - INFO - Epoch [38][880/940] lr: 1.000e-02, eta: 11:42:12, time: 0.694, data_time: 0.005, memory: 8343, top1_acc: 0.5771, top5_acc: 0.7957, loss_cls: 1.7891, loss: 1.7891, grad_norm: 4.5636 2020-08-16 00:36:19,409 - mmaction - INFO - Epoch [38][900/940] lr: 1.000e-02, eta: 11:41:57, time: 0.695, data_time: 0.006, memory: 8343, top1_acc: 0.5773, top5_acc: 0.7992, loss_cls: 1.7957, loss: 1.7957, grad_norm: 4.5991 2020-08-16 00:36:33,307 - mmaction - INFO - Epoch [38][920/940] lr: 1.000e-02, eta: 11:41:42, time: 0.695, data_time: 0.003, memory: 8343, top1_acc: 0.5691, top5_acc: 0.7826, loss_cls: 1.8498, loss: 1.8498, grad_norm: 4.7630 2020-08-16 00:36:46,570 - mmaction - INFO - Epoch [38][940/940] lr: 1.000e-02, eta: 11:41:25, time: 0.661, data_time: 0.007, memory: 8343, top1_acc: 0.5817, top5_acc: 0.7990, loss_cls: 1.7752, loss: 1.7752, grad_norm: 4.6709 2020-08-16 00:37:08,249 - mmaction - INFO - Epoch [39][20/940] lr: 1.000e-02, eta: 11:41:22, time: 1.059, data_time: 0.378, memory: 8343, top1_acc: 0.5738, top5_acc: 0.8000, loss_cls: 1.7872, loss: 1.7872, grad_norm: 4.6216 2020-08-16 00:37:21,093 - mmaction - INFO - Epoch [39][40/940] lr: 1.000e-02, eta: 11:41:05, time: 0.641, data_time: 0.005, memory: 8343, top1_acc: 0.5838, top5_acc: 0.8063, loss_cls: 1.7381, loss: 1.7381, grad_norm: 4.5392 2020-08-16 00:37:35,197 - mmaction - INFO - Epoch [39][60/940] lr: 1.000e-02, eta: 11:40:50, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.6004, top5_acc: 0.8191, loss_cls: 1.6627, loss: 1.6627, grad_norm: 4.4521 2020-08-16 00:37:48,782 - mmaction - INFO - Epoch [39][80/940] lr: 1.000e-02, eta: 11:40:34, time: 0.678, data_time: 0.005, memory: 8343, top1_acc: 0.5912, top5_acc: 0.8027, loss_cls: 1.7252, loss: 1.7252, grad_norm: 4.5018 2020-08-16 00:38:02,326 - mmaction - INFO - Epoch [39][100/940] lr: 1.000e-02, eta: 11:40:18, time: 0.679, data_time: 0.005, memory: 8343, top1_acc: 0.5830, top5_acc: 0.8000, loss_cls: 1.7386, loss: 1.7386, grad_norm: 4.5380 2020-08-16 00:38:17,079 - mmaction - INFO - Epoch [39][120/940] lr: 1.000e-02, eta: 11:40:04, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.5807, top5_acc: 0.7988, loss_cls: 1.7473, loss: 1.7473, grad_norm: 4.6221 2020-08-16 00:38:30,227 - mmaction - INFO - Epoch [39][140/940] lr: 1.000e-02, eta: 11:39:47, time: 0.659, data_time: 0.005, memory: 8343, top1_acc: 0.5801, top5_acc: 0.7898, loss_cls: 1.7804, loss: 1.7804, grad_norm: 4.5816 2020-08-16 00:38:44,115 - mmaction - INFO - Epoch [39][160/940] lr: 1.000e-02, eta: 11:39:32, time: 0.694, data_time: 0.006, memory: 8343, top1_acc: 0.5926, top5_acc: 0.8063, loss_cls: 1.7232, loss: 1.7232, grad_norm: 4.6402 2020-08-16 00:38:57,867 - mmaction - INFO - Epoch [39][180/940] lr: 1.000e-02, eta: 11:39:17, time: 0.687, data_time: 0.002, memory: 8343, top1_acc: 0.6014, top5_acc: 0.8047, loss_cls: 1.7148, loss: 1.7148, grad_norm: 4.5056 2020-08-16 00:39:12,527 - mmaction - INFO - Epoch [39][200/940] lr: 1.000e-02, eta: 11:39:02, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.5855, top5_acc: 0.7965, loss_cls: 1.7784, loss: 1.7784, grad_norm: 4.6355 2020-08-16 00:39:26,771 - mmaction - INFO - Epoch [39][220/940] lr: 1.000e-02, eta: 11:38:48, time: 0.714, data_time: 0.006, memory: 8343, top1_acc: 0.5738, top5_acc: 0.7934, loss_cls: 1.7980, loss: 1.7980, grad_norm: 4.6684 2020-08-16 00:39:40,912 - mmaction - INFO - Epoch [39][240/940] lr: 1.000e-02, eta: 11:38:33, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.5855, top5_acc: 0.8014, loss_cls: 1.7501, loss: 1.7501, grad_norm: 4.5774 2020-08-16 00:39:54,473 - mmaction - INFO - Epoch [39][260/940] lr: 1.000e-02, eta: 11:38:17, time: 0.681, data_time: 0.008, memory: 8343, top1_acc: 0.5791, top5_acc: 0.8010, loss_cls: 1.7696, loss: 1.7696, grad_norm: 4.6702 2020-08-16 00:40:08,303 - mmaction - INFO - Epoch [39][280/940] lr: 1.000e-02, eta: 11:38:01, time: 0.689, data_time: 0.006, memory: 8343, top1_acc: 0.5779, top5_acc: 0.8043, loss_cls: 1.7713, loss: 1.7713, grad_norm: 4.6822 2020-08-16 00:40:22,310 - mmaction - INFO - Epoch [39][300/940] lr: 1.000e-02, eta: 11:37:46, time: 0.702, data_time: 0.006, memory: 8343, top1_acc: 0.5758, top5_acc: 0.7965, loss_cls: 1.7879, loss: 1.7879, grad_norm: 4.5814 2020-08-16 00:40:36,627 - mmaction - INFO - Epoch [39][320/940] lr: 1.000e-02, eta: 11:37:32, time: 0.715, data_time: 0.006, memory: 8343, top1_acc: 0.5830, top5_acc: 0.7945, loss_cls: 1.7671, loss: 1.7671, grad_norm: 4.6718 2020-08-16 00:40:50,049 - mmaction - INFO - Epoch [39][340/940] lr: 1.000e-02, eta: 11:37:16, time: 0.672, data_time: 0.004, memory: 8343, top1_acc: 0.5873, top5_acc: 0.8092, loss_cls: 1.7301, loss: 1.7301, grad_norm: 4.5228 2020-08-16 00:41:04,272 - mmaction - INFO - Epoch [39][360/940] lr: 1.000e-02, eta: 11:37:01, time: 0.708, data_time: 0.006, memory: 8343, top1_acc: 0.5953, top5_acc: 0.8057, loss_cls: 1.7285, loss: 1.7285, grad_norm: 4.5327 2020-08-16 00:41:18,355 - mmaction - INFO - Epoch [39][380/940] lr: 1.000e-02, eta: 11:36:46, time: 0.708, data_time: 0.007, memory: 8343, top1_acc: 0.5941, top5_acc: 0.8098, loss_cls: 1.7337, loss: 1.7337, grad_norm: 4.5350 2020-08-16 00:41:32,074 - mmaction - INFO - Epoch [39][400/940] lr: 1.000e-02, eta: 11:36:30, time: 0.684, data_time: 0.005, memory: 8343, top1_acc: 0.5902, top5_acc: 0.7994, loss_cls: 1.7834, loss: 1.7834, grad_norm: 4.5419 2020-08-16 00:41:46,431 - mmaction - INFO - Epoch [39][420/940] lr: 1.000e-02, eta: 11:36:16, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.5791, top5_acc: 0.8031, loss_cls: 1.7700, loss: 1.7700, grad_norm: 4.6577 2020-08-16 00:42:00,071 - mmaction - INFO - Epoch [39][440/940] lr: 1.000e-02, eta: 11:36:00, time: 0.679, data_time: 0.007, memory: 8343, top1_acc: 0.5781, top5_acc: 0.7973, loss_cls: 1.7932, loss: 1.7932, grad_norm: 4.6085 2020-08-16 00:42:13,894 - mmaction - INFO - Epoch [39][460/940] lr: 1.000e-02, eta: 11:35:44, time: 0.694, data_time: 0.007, memory: 8343, top1_acc: 0.5867, top5_acc: 0.8010, loss_cls: 1.7639, loss: 1.7639, grad_norm: 4.6428 2020-08-16 00:42:27,585 - mmaction - INFO - Epoch [39][480/940] lr: 1.000e-02, eta: 11:35:29, time: 0.683, data_time: 0.006, memory: 8343, top1_acc: 0.5689, top5_acc: 0.7900, loss_cls: 1.8160, loss: 1.8160, grad_norm: 4.6591 2020-08-16 00:42:41,466 - mmaction - INFO - Epoch [39][500/940] lr: 1.000e-02, eta: 11:35:13, time: 0.696, data_time: 0.005, memory: 8343, top1_acc: 0.5852, top5_acc: 0.8004, loss_cls: 1.7416, loss: 1.7416, grad_norm: 4.6098 2020-08-16 00:42:55,276 - mmaction - INFO - Epoch [39][520/940] lr: 1.000e-02, eta: 11:34:58, time: 0.688, data_time: 0.006, memory: 8343, top1_acc: 0.5813, top5_acc: 0.7928, loss_cls: 1.7566, loss: 1.7566, grad_norm: 4.5439 2020-08-16 00:43:09,013 - mmaction - INFO - Epoch [39][540/940] lr: 1.000e-02, eta: 11:34:42, time: 0.689, data_time: 0.005, memory: 8343, top1_acc: 0.5713, top5_acc: 0.7957, loss_cls: 1.8019, loss: 1.8019, grad_norm: 4.5910 2020-08-16 00:43:23,193 - mmaction - INFO - Epoch [39][560/940] lr: 1.000e-02, eta: 11:34:28, time: 0.707, data_time: 0.005, memory: 8343, top1_acc: 0.5887, top5_acc: 0.7932, loss_cls: 1.7726, loss: 1.7726, grad_norm: 4.5170 2020-08-16 00:43:37,567 - mmaction - INFO - Epoch [39][580/940] lr: 1.000e-02, eta: 11:34:13, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.5713, top5_acc: 0.7920, loss_cls: 1.7966, loss: 1.7966, grad_norm: 4.6099 2020-08-16 00:43:51,146 - mmaction - INFO - Epoch [39][600/940] lr: 1.000e-02, eta: 11:33:57, time: 0.677, data_time: 0.005, memory: 8343, top1_acc: 0.5820, top5_acc: 0.8035, loss_cls: 1.7586, loss: 1.7586, grad_norm: 4.5680 2020-08-16 00:44:06,582 - mmaction - INFO - Epoch [39][620/940] lr: 1.000e-02, eta: 11:33:44, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.5773, top5_acc: 0.7877, loss_cls: 1.7977, loss: 1.7977, grad_norm: 4.6871 2020-08-16 00:44:21,160 - mmaction - INFO - Epoch [39][640/940] lr: 1.000e-02, eta: 11:33:30, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.5930, top5_acc: 0.8063, loss_cls: 1.7366, loss: 1.7366, grad_norm: 4.6108 2020-08-16 00:44:34,608 - mmaction - INFO - Epoch [39][660/940] lr: 1.000e-02, eta: 11:33:14, time: 0.673, data_time: 0.002, memory: 8343, top1_acc: 0.5902, top5_acc: 0.7992, loss_cls: 1.7315, loss: 1.7315, grad_norm: 4.6213 2020-08-16 00:44:48,740 - mmaction - INFO - Epoch [39][680/940] lr: 1.000e-02, eta: 11:32:59, time: 0.705, data_time: 0.006, memory: 8343, top1_acc: 0.5707, top5_acc: 0.7969, loss_cls: 1.7736, loss: 1.7736, grad_norm: 4.6504 2020-08-16 00:45:02,345 - mmaction - INFO - Epoch [39][700/940] lr: 1.000e-02, eta: 11:32:44, time: 0.681, data_time: 0.004, memory: 8343, top1_acc: 0.5746, top5_acc: 0.7965, loss_cls: 1.7799, loss: 1.7799, grad_norm: 4.6001 2020-08-16 00:45:16,078 - mmaction - INFO - Epoch [39][720/940] lr: 1.000e-02, eta: 11:32:28, time: 0.687, data_time: 0.002, memory: 8343, top1_acc: 0.5887, top5_acc: 0.8035, loss_cls: 1.7257, loss: 1.7257, grad_norm: 4.5352 2020-08-16 00:45:32,077 - mmaction - INFO - Epoch [39][740/940] lr: 1.000e-02, eta: 11:32:16, time: 0.799, data_time: 0.005, memory: 8343, top1_acc: 0.5730, top5_acc: 0.7891, loss_cls: 1.8238, loss: 1.8238, grad_norm: 4.6911 2020-08-16 00:45:45,359 - mmaction - INFO - Epoch [39][760/940] lr: 1.000e-02, eta: 11:32:00, time: 0.666, data_time: 0.005, memory: 8343, top1_acc: 0.5865, top5_acc: 0.7941, loss_cls: 1.7653, loss: 1.7653, grad_norm: 4.5907 2020-08-16 00:45:59,098 - mmaction - INFO - Epoch [39][780/940] lr: 1.000e-02, eta: 11:31:44, time: 0.685, data_time: 0.006, memory: 8343, top1_acc: 0.5758, top5_acc: 0.7889, loss_cls: 1.8132, loss: 1.8132, grad_norm: 4.7121 2020-08-16 00:46:12,983 - mmaction - INFO - Epoch [39][800/940] lr: 1.000e-02, eta: 11:31:29, time: 0.695, data_time: 0.005, memory: 8343, top1_acc: 0.5785, top5_acc: 0.7932, loss_cls: 1.8010, loss: 1.8010, grad_norm: 4.6649 2020-08-16 00:46:26,627 - mmaction - INFO - Epoch [39][820/940] lr: 1.000e-02, eta: 11:31:13, time: 0.681, data_time: 0.006, memory: 8343, top1_acc: 0.5756, top5_acc: 0.8000, loss_cls: 1.7692, loss: 1.7692, grad_norm: 4.5450 2020-08-16 00:46:41,031 - mmaction - INFO - Epoch [39][840/940] lr: 1.000e-02, eta: 11:30:59, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.5805, top5_acc: 0.7963, loss_cls: 1.7804, loss: 1.7804, grad_norm: 4.5724 2020-08-16 00:46:56,356 - mmaction - INFO - Epoch [39][860/940] lr: 1.000e-02, eta: 11:30:46, time: 0.766, data_time: 0.007, memory: 8343, top1_acc: 0.5818, top5_acc: 0.7980, loss_cls: 1.7812, loss: 1.7812, grad_norm: 4.5471 2020-08-16 00:47:09,802 - mmaction - INFO - Epoch [39][880/940] lr: 1.000e-02, eta: 11:30:30, time: 0.673, data_time: 0.005, memory: 8343, top1_acc: 0.5848, top5_acc: 0.7986, loss_cls: 1.7623, loss: 1.7623, grad_norm: 4.4676 2020-08-16 00:47:23,623 - mmaction - INFO - Epoch [39][900/940] lr: 1.000e-02, eta: 11:30:14, time: 0.688, data_time: 0.005, memory: 8343, top1_acc: 0.5742, top5_acc: 0.7998, loss_cls: 1.7850, loss: 1.7850, grad_norm: 4.6601 2020-08-16 00:47:37,490 - mmaction - INFO - Epoch [39][920/940] lr: 1.000e-02, eta: 11:29:59, time: 0.697, data_time: 0.006, memory: 8343, top1_acc: 0.5734, top5_acc: 0.7867, loss_cls: 1.8197, loss: 1.8197, grad_norm: 4.6407 2020-08-16 00:47:51,353 - mmaction - INFO - Epoch [39][940/940] lr: 1.000e-02, eta: 11:29:44, time: 0.693, data_time: 0.005, memory: 8343, top1_acc: 0.5864, top5_acc: 0.7933, loss_cls: 1.7810, loss: 1.7810, grad_norm: 4.6855 2020-08-16 00:48:12,875 - mmaction - INFO - Epoch [40][20/940] lr: 1.000e-02, eta: 11:29:40, time: 1.051, data_time: 0.424, memory: 8343, top1_acc: 0.5885, top5_acc: 0.7988, loss_cls: 1.7289, loss: 1.7289, grad_norm: 4.5040 2020-08-16 00:48:26,039 - mmaction - INFO - Epoch [40][40/940] lr: 1.000e-02, eta: 11:29:23, time: 0.658, data_time: 0.006, memory: 8343, top1_acc: 0.5906, top5_acc: 0.8045, loss_cls: 1.7394, loss: 1.7394, grad_norm: 4.5211 2020-08-16 00:48:39,669 - mmaction - INFO - Epoch [40][60/940] lr: 1.000e-02, eta: 11:29:07, time: 0.682, data_time: 0.004, memory: 8343, top1_acc: 0.5891, top5_acc: 0.8043, loss_cls: 1.7235, loss: 1.7235, grad_norm: 4.4836 2020-08-16 00:48:53,559 - mmaction - INFO - Epoch [40][80/940] lr: 1.000e-02, eta: 11:28:52, time: 0.692, data_time: 0.005, memory: 8343, top1_acc: 0.5922, top5_acc: 0.8055, loss_cls: 1.7235, loss: 1.7235, grad_norm: 4.5507 2020-08-16 00:49:07,950 - mmaction - INFO - Epoch [40][100/940] lr: 1.000e-02, eta: 11:28:38, time: 0.721, data_time: 0.006, memory: 8343, top1_acc: 0.5824, top5_acc: 0.8021, loss_cls: 1.7518, loss: 1.7518, grad_norm: 4.5881 2020-08-16 00:49:21,822 - mmaction - INFO - Epoch [40][120/940] lr: 1.000e-02, eta: 11:28:22, time: 0.691, data_time: 0.007, memory: 8343, top1_acc: 0.5926, top5_acc: 0.8004, loss_cls: 1.7484, loss: 1.7484, grad_norm: 4.5620 2020-08-16 00:49:35,842 - mmaction - INFO - Epoch [40][140/940] lr: 1.000e-02, eta: 11:28:07, time: 0.704, data_time: 0.007, memory: 8343, top1_acc: 0.5822, top5_acc: 0.8027, loss_cls: 1.7450, loss: 1.7450, grad_norm: 4.5382 2020-08-16 00:49:50,075 - mmaction - INFO - Epoch [40][160/940] lr: 1.000e-02, eta: 11:27:52, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.5863, top5_acc: 0.7977, loss_cls: 1.7397, loss: 1.7397, grad_norm: 4.5339 2020-08-16 00:50:03,461 - mmaction - INFO - Epoch [40][180/940] lr: 1.000e-02, eta: 11:27:36, time: 0.672, data_time: 0.006, memory: 8343, top1_acc: 0.5904, top5_acc: 0.8049, loss_cls: 1.7403, loss: 1.7403, grad_norm: 4.4939 2020-08-16 00:50:18,162 - mmaction - INFO - Epoch [40][200/940] lr: 1.000e-02, eta: 11:27:22, time: 0.735, data_time: 0.002, memory: 8343, top1_acc: 0.5900, top5_acc: 0.8023, loss_cls: 1.7407, loss: 1.7407, grad_norm: 4.5700 2020-08-16 00:50:32,501 - mmaction - INFO - Epoch [40][220/940] lr: 1.000e-02, eta: 11:27:08, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.5920, top5_acc: 0.8084, loss_cls: 1.7019, loss: 1.7019, grad_norm: 4.5793 2020-08-16 00:50:46,484 - mmaction - INFO - Epoch [40][240/940] lr: 1.000e-02, eta: 11:26:53, time: 0.702, data_time: 0.007, memory: 8343, top1_acc: 0.5879, top5_acc: 0.8051, loss_cls: 1.7374, loss: 1.7374, grad_norm: 4.5589 2020-08-16 00:51:00,856 - mmaction - INFO - Epoch [40][260/940] lr: 1.000e-02, eta: 11:26:38, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.5756, top5_acc: 0.7947, loss_cls: 1.7900, loss: 1.7900, grad_norm: 4.6327 2020-08-16 00:51:14,912 - mmaction - INFO - Epoch [40][280/940] lr: 1.000e-02, eta: 11:26:23, time: 0.705, data_time: 0.006, memory: 8343, top1_acc: 0.5904, top5_acc: 0.8010, loss_cls: 1.7568, loss: 1.7568, grad_norm: 4.6570 2020-08-16 00:51:28,705 - mmaction - INFO - Epoch [40][300/940] lr: 1.000e-02, eta: 11:26:08, time: 0.687, data_time: 0.005, memory: 8343, top1_acc: 0.5727, top5_acc: 0.7922, loss_cls: 1.8228, loss: 1.8228, grad_norm: 4.6186 2020-08-16 00:51:42,647 - mmaction - INFO - Epoch [40][320/940] lr: 1.000e-02, eta: 11:25:52, time: 0.701, data_time: 0.007, memory: 8343, top1_acc: 0.5771, top5_acc: 0.7947, loss_cls: 1.7658, loss: 1.7658, grad_norm: 4.5787 2020-08-16 00:51:56,594 - mmaction - INFO - Epoch [40][340/940] lr: 1.000e-02, eta: 11:25:37, time: 0.695, data_time: 0.006, memory: 8343, top1_acc: 0.5834, top5_acc: 0.8031, loss_cls: 1.7629, loss: 1.7629, grad_norm: 4.6448 2020-08-16 00:52:10,336 - mmaction - INFO - Epoch [40][360/940] lr: 1.000e-02, eta: 11:25:22, time: 0.688, data_time: 0.005, memory: 8343, top1_acc: 0.6027, top5_acc: 0.8043, loss_cls: 1.6936, loss: 1.6936, grad_norm: 4.4592 2020-08-16 00:52:24,203 - mmaction - INFO - Epoch [40][380/940] lr: 1.000e-02, eta: 11:25:06, time: 0.694, data_time: 0.003, memory: 8343, top1_acc: 0.5760, top5_acc: 0.7898, loss_cls: 1.8132, loss: 1.8132, grad_norm: 4.6471 2020-08-16 00:52:38,012 - mmaction - INFO - Epoch [40][400/940] lr: 1.000e-02, eta: 11:24:51, time: 0.688, data_time: 0.006, memory: 8343, top1_acc: 0.5863, top5_acc: 0.7951, loss_cls: 1.7625, loss: 1.7625, grad_norm: 4.6597 2020-08-16 00:52:52,655 - mmaction - INFO - Epoch [40][420/940] lr: 1.000e-02, eta: 11:24:37, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.5844, top5_acc: 0.8047, loss_cls: 1.7344, loss: 1.7344, grad_norm: 4.6499 2020-08-16 00:53:07,232 - mmaction - INFO - Epoch [40][440/940] lr: 1.000e-02, eta: 11:24:23, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.5816, top5_acc: 0.8039, loss_cls: 1.7637, loss: 1.7637, grad_norm: 4.6156 2020-08-16 00:53:20,838 - mmaction - INFO - Epoch [40][460/940] lr: 1.000e-02, eta: 11:24:07, time: 0.684, data_time: 0.008, memory: 8343, top1_acc: 0.5816, top5_acc: 0.7996, loss_cls: 1.7694, loss: 1.7694, grad_norm: 4.6938 2020-08-16 00:53:34,508 - mmaction - INFO - Epoch [40][480/940] lr: 1.000e-02, eta: 11:23:51, time: 0.684, data_time: 0.003, memory: 8343, top1_acc: 0.5641, top5_acc: 0.7922, loss_cls: 1.8184, loss: 1.8184, grad_norm: 4.7051 2020-08-16 00:53:48,405 - mmaction - INFO - Epoch [40][500/940] lr: 1.000e-02, eta: 11:23:36, time: 0.694, data_time: 0.005, memory: 8343, top1_acc: 0.5811, top5_acc: 0.7961, loss_cls: 1.7641, loss: 1.7641, grad_norm: 4.6389 2020-08-16 00:54:03,111 - mmaction - INFO - Epoch [40][520/940] lr: 1.000e-02, eta: 11:23:22, time: 0.736, data_time: 0.004, memory: 8343, top1_acc: 0.5881, top5_acc: 0.7980, loss_cls: 1.7729, loss: 1.7729, grad_norm: 4.6034 2020-08-16 00:54:17,747 - mmaction - INFO - Epoch [40][540/940] lr: 1.000e-02, eta: 11:23:08, time: 0.730, data_time: 0.006, memory: 8343, top1_acc: 0.5709, top5_acc: 0.7926, loss_cls: 1.8144, loss: 1.8144, grad_norm: 4.7277 2020-08-16 00:54:32,851 - mmaction - INFO - Epoch [40][560/940] lr: 1.000e-02, eta: 11:22:55, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.5725, top5_acc: 0.7916, loss_cls: 1.7879, loss: 1.7879, grad_norm: 4.6489 2020-08-16 00:54:46,290 - mmaction - INFO - Epoch [40][580/940] lr: 1.000e-02, eta: 11:22:39, time: 0.672, data_time: 0.007, memory: 8343, top1_acc: 0.5842, top5_acc: 0.8029, loss_cls: 1.7291, loss: 1.7291, grad_norm: 4.5922 2020-08-16 00:55:00,610 - mmaction - INFO - Epoch [40][600/940] lr: 1.000e-02, eta: 11:22:24, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.5916, top5_acc: 0.8086, loss_cls: 1.7298, loss: 1.7298, grad_norm: 4.5739 2020-08-16 00:55:14,893 - mmaction - INFO - Epoch [40][620/940] lr: 1.000e-02, eta: 11:22:09, time: 0.713, data_time: 0.006, memory: 8343, top1_acc: 0.5795, top5_acc: 0.7934, loss_cls: 1.7909, loss: 1.7909, grad_norm: 4.7106 2020-08-16 00:55:28,663 - mmaction - INFO - Epoch [40][640/940] lr: 1.000e-02, eta: 11:21:54, time: 0.690, data_time: 0.005, memory: 8343, top1_acc: 0.5832, top5_acc: 0.8090, loss_cls: 1.7422, loss: 1.7422, grad_norm: 4.5824 2020-08-16 00:55:42,429 - mmaction - INFO - Epoch [40][660/940] lr: 1.000e-02, eta: 11:21:38, time: 0.687, data_time: 0.005, memory: 8343, top1_acc: 0.5840, top5_acc: 0.7926, loss_cls: 1.7547, loss: 1.7547, grad_norm: 4.4712 2020-08-16 00:55:56,945 - mmaction - INFO - Epoch [40][680/940] lr: 1.000e-02, eta: 11:21:24, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.5891, top5_acc: 0.7963, loss_cls: 1.7524, loss: 1.7524, grad_norm: 4.5639 2020-08-16 00:56:11,533 - mmaction - INFO - Epoch [40][700/940] lr: 1.000e-02, eta: 11:21:10, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.5787, top5_acc: 0.7971, loss_cls: 1.7888, loss: 1.7888, grad_norm: 4.6878 2020-08-16 00:56:25,367 - mmaction - INFO - Epoch [40][720/940] lr: 1.000e-02, eta: 11:20:55, time: 0.693, data_time: 0.005, memory: 8343, top1_acc: 0.5742, top5_acc: 0.7986, loss_cls: 1.7890, loss: 1.7890, grad_norm: 4.6754 2020-08-16 00:56:39,792 - mmaction - INFO - Epoch [40][740/940] lr: 1.000e-02, eta: 11:20:40, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.6047, top5_acc: 0.8086, loss_cls: 1.6968, loss: 1.6968, grad_norm: 4.4905 2020-08-16 00:56:53,482 - mmaction - INFO - Epoch [40][760/940] lr: 1.000e-02, eta: 11:20:25, time: 0.688, data_time: 0.006, memory: 8343, top1_acc: 0.5783, top5_acc: 0.7977, loss_cls: 1.7769, loss: 1.7769, grad_norm: 4.6188 2020-08-16 00:57:07,503 - mmaction - INFO - Epoch [40][780/940] lr: 1.000e-02, eta: 11:20:10, time: 0.699, data_time: 0.006, memory: 8343, top1_acc: 0.5801, top5_acc: 0.7959, loss_cls: 1.7605, loss: 1.7605, grad_norm: 4.5642 2020-08-16 00:57:21,432 - mmaction - INFO - Epoch [40][800/940] lr: 1.000e-02, eta: 11:19:54, time: 0.699, data_time: 0.006, memory: 8343, top1_acc: 0.5703, top5_acc: 0.7937, loss_cls: 1.8051, loss: 1.8051, grad_norm: 4.6611 2020-08-16 00:57:35,193 - mmaction - INFO - Epoch [40][820/940] lr: 1.000e-02, eta: 11:19:39, time: 0.688, data_time: 0.005, memory: 8343, top1_acc: 0.5719, top5_acc: 0.7902, loss_cls: 1.8098, loss: 1.8098, grad_norm: 4.6862 2020-08-16 00:57:49,009 - mmaction - INFO - Epoch [40][840/940] lr: 1.000e-02, eta: 11:19:24, time: 0.688, data_time: 0.006, memory: 8343, top1_acc: 0.5764, top5_acc: 0.7883, loss_cls: 1.8085, loss: 1.8085, grad_norm: 4.6314 2020-08-16 00:58:02,711 - mmaction - INFO - Epoch [40][860/940] lr: 1.000e-02, eta: 11:19:08, time: 0.688, data_time: 0.007, memory: 8343, top1_acc: 0.5738, top5_acc: 0.8039, loss_cls: 1.7844, loss: 1.7844, grad_norm: 4.6689 2020-08-16 00:58:17,328 - mmaction - INFO - Epoch [40][880/940] lr: 1.000e-02, eta: 11:18:54, time: 0.731, data_time: 0.002, memory: 8343, top1_acc: 0.5908, top5_acc: 0.8035, loss_cls: 1.7484, loss: 1.7484, grad_norm: 4.5419 2020-08-16 00:58:31,683 - mmaction - INFO - Epoch [40][900/940] lr: 1.000e-02, eta: 11:18:39, time: 0.715, data_time: 0.006, memory: 8343, top1_acc: 0.5816, top5_acc: 0.8076, loss_cls: 1.7507, loss: 1.7507, grad_norm: 4.5646 2020-08-16 00:58:46,563 - mmaction - INFO - Epoch [40][920/940] lr: 1.000e-02, eta: 11:18:26, time: 0.747, data_time: 0.007, memory: 8343, top1_acc: 0.5775, top5_acc: 0.8012, loss_cls: 1.7847, loss: 1.7847, grad_norm: 4.6475 2020-08-16 00:58:59,238 - mmaction - INFO - Epoch [40][940/940] lr: 1.000e-02, eta: 11:18:09, time: 0.632, data_time: 0.006, memory: 8343, top1_acc: 0.5760, top5_acc: 0.7949, loss_cls: 1.8171, loss: 1.8171, grad_norm: 4.7144 2020-08-16 00:58:59,747 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-08-16 00:59:20,793 - mmaction - INFO - Epoch [41][20/940] lr: 1.000e-03, eta: 11:18:02, time: 0.993, data_time: 0.384, memory: 8343, top1_acc: 0.6023, top5_acc: 0.8018, loss_cls: 1.7261, loss: 1.7261, grad_norm: 4.4625 2020-08-16 00:59:33,803 - mmaction - INFO - Epoch [41][40/940] lr: 1.000e-03, eta: 11:17:46, time: 0.651, data_time: 0.004, memory: 8343, top1_acc: 0.5871, top5_acc: 0.7998, loss_cls: 1.7439, loss: 1.7439, grad_norm: 4.4491 2020-08-16 00:59:48,146 - mmaction - INFO - Epoch [41][60/940] lr: 1.000e-03, eta: 11:17:31, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.6143, top5_acc: 0.8143, loss_cls: 1.6496, loss: 1.6496, grad_norm: 4.3537 2020-08-16 01:00:01,543 - mmaction - INFO - Epoch [41][80/940] lr: 1.000e-03, eta: 11:17:15, time: 0.670, data_time: 0.003, memory: 8343, top1_acc: 0.6074, top5_acc: 0.8201, loss_cls: 1.6492, loss: 1.6492, grad_norm: 4.3147 2020-08-16 01:00:17,079 - mmaction - INFO - Epoch [41][100/940] lr: 1.000e-03, eta: 11:17:02, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.6189, top5_acc: 0.8244, loss_cls: 1.5904, loss: 1.5904, grad_norm: 4.2810 2020-08-16 01:00:31,461 - mmaction - INFO - Epoch [41][120/940] lr: 1.000e-03, eta: 11:16:48, time: 0.724, data_time: 0.009, memory: 8343, top1_acc: 0.6266, top5_acc: 0.8275, loss_cls: 1.5719, loss: 1.5719, grad_norm: 4.2720 2020-08-16 01:00:45,486 - mmaction - INFO - Epoch [41][140/940] lr: 1.000e-03, eta: 11:16:33, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.6059, top5_acc: 0.8236, loss_cls: 1.6435, loss: 1.6435, grad_norm: 4.3834 2020-08-16 01:00:58,790 - mmaction - INFO - Epoch [41][160/940] lr: 1.000e-03, eta: 11:16:17, time: 0.668, data_time: 0.007, memory: 8343, top1_acc: 0.6090, top5_acc: 0.8180, loss_cls: 1.6493, loss: 1.6493, grad_norm: 4.2920 2020-08-16 01:01:12,514 - mmaction - INFO - Epoch [41][180/940] lr: 1.000e-03, eta: 11:16:01, time: 0.684, data_time: 0.005, memory: 8343, top1_acc: 0.6123, top5_acc: 0.8242, loss_cls: 1.5920, loss: 1.5920, grad_norm: 4.2808 2020-08-16 01:01:27,472 - mmaction - INFO - Epoch [41][200/940] lr: 1.000e-03, eta: 11:15:48, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.6127, top5_acc: 0.8207, loss_cls: 1.6050, loss: 1.6050, grad_norm: 4.2384 2020-08-16 01:01:42,360 - mmaction - INFO - Epoch [41][220/940] lr: 1.000e-03, eta: 11:15:34, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.6152, top5_acc: 0.8189, loss_cls: 1.6130, loss: 1.6130, grad_norm: 4.3135 2020-08-16 01:01:55,842 - mmaction - INFO - Epoch [41][240/940] lr: 1.000e-03, eta: 11:15:18, time: 0.677, data_time: 0.006, memory: 8343, top1_acc: 0.6305, top5_acc: 0.8387, loss_cls: 1.5401, loss: 1.5401, grad_norm: 4.2662 2020-08-16 01:02:10,706 - mmaction - INFO - Epoch [41][260/940] lr: 1.000e-03, eta: 11:15:04, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.6365, top5_acc: 0.8357, loss_cls: 1.5401, loss: 1.5401, grad_norm: 4.2566 2020-08-16 01:02:24,286 - mmaction - INFO - Epoch [41][280/940] lr: 1.000e-03, eta: 11:14:49, time: 0.683, data_time: 0.008, memory: 8343, top1_acc: 0.6100, top5_acc: 0.8127, loss_cls: 1.6658, loss: 1.6658, grad_norm: 4.3702 2020-08-16 01:02:38,045 - mmaction - INFO - Epoch [41][300/940] lr: 1.000e-03, eta: 11:14:33, time: 0.687, data_time: 0.005, memory: 8343, top1_acc: 0.6336, top5_acc: 0.8313, loss_cls: 1.5589, loss: 1.5589, grad_norm: 4.2620 2020-08-16 01:02:51,865 - mmaction - INFO - Epoch [41][320/940] lr: 1.000e-03, eta: 11:14:18, time: 0.692, data_time: 0.005, memory: 8343, top1_acc: 0.6248, top5_acc: 0.8246, loss_cls: 1.5848, loss: 1.5848, grad_norm: 4.3016 2020-08-16 01:03:05,809 - mmaction - INFO - Epoch [41][340/940] lr: 1.000e-03, eta: 11:14:03, time: 0.696, data_time: 0.005, memory: 8343, top1_acc: 0.6156, top5_acc: 0.8258, loss_cls: 1.5976, loss: 1.5976, grad_norm: 4.3345 2020-08-16 01:03:19,602 - mmaction - INFO - Epoch [41][360/940] lr: 1.000e-03, eta: 11:13:47, time: 0.691, data_time: 0.005, memory: 8343, top1_acc: 0.6199, top5_acc: 0.8229, loss_cls: 1.5980, loss: 1.5980, grad_norm: 4.3730 2020-08-16 01:03:33,521 - mmaction - INFO - Epoch [41][380/940] lr: 1.000e-03, eta: 11:13:32, time: 0.693, data_time: 0.006, memory: 8343, top1_acc: 0.6166, top5_acc: 0.8205, loss_cls: 1.5979, loss: 1.5979, grad_norm: 4.2749 2020-08-16 01:03:47,087 - mmaction - INFO - Epoch [41][400/940] lr: 1.000e-03, eta: 11:13:16, time: 0.681, data_time: 0.006, memory: 8343, top1_acc: 0.6322, top5_acc: 0.8359, loss_cls: 1.5355, loss: 1.5355, grad_norm: 4.2419 2020-08-16 01:04:01,282 - mmaction - INFO - Epoch [41][420/940] lr: 1.000e-03, eta: 11:13:02, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.6170, top5_acc: 0.8184, loss_cls: 1.5898, loss: 1.5898, grad_norm: 4.3390 2020-08-16 01:04:14,929 - mmaction - INFO - Epoch [41][440/940] lr: 1.000e-03, eta: 11:12:46, time: 0.684, data_time: 0.005, memory: 8343, top1_acc: 0.6367, top5_acc: 0.8320, loss_cls: 1.5256, loss: 1.5256, grad_norm: 4.2703 2020-08-16 01:04:30,254 - mmaction - INFO - Epoch [41][460/940] lr: 1.000e-03, eta: 11:12:33, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.6299, top5_acc: 0.8316, loss_cls: 1.5407, loss: 1.5407, grad_norm: 4.2873 2020-08-16 01:04:44,746 - mmaction - INFO - Epoch [41][480/940] lr: 1.000e-03, eta: 11:12:19, time: 0.727, data_time: 0.008, memory: 8343, top1_acc: 0.6203, top5_acc: 0.8215, loss_cls: 1.6110, loss: 1.6110, grad_norm: 4.2963 2020-08-16 01:04:58,759 - mmaction - INFO - Epoch [41][500/940] lr: 1.000e-03, eta: 11:12:04, time: 0.698, data_time: 0.007, memory: 8343, top1_acc: 0.6291, top5_acc: 0.8270, loss_cls: 1.5726, loss: 1.5726, grad_norm: 4.2711 2020-08-16 01:05:12,469 - mmaction - INFO - Epoch [41][520/940] lr: 1.000e-03, eta: 11:11:48, time: 0.688, data_time: 0.005, memory: 8343, top1_acc: 0.6260, top5_acc: 0.8199, loss_cls: 1.5873, loss: 1.5873, grad_norm: 4.3243 2020-08-16 01:05:26,144 - mmaction - INFO - Epoch [41][540/940] lr: 1.000e-03, eta: 11:11:33, time: 0.681, data_time: 0.006, memory: 8343, top1_acc: 0.6299, top5_acc: 0.8234, loss_cls: 1.5615, loss: 1.5615, grad_norm: 4.2790 2020-08-16 01:05:40,921 - mmaction - INFO - Epoch [41][560/940] lr: 1.000e-03, eta: 11:11:19, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.6217, top5_acc: 0.8309, loss_cls: 1.5705, loss: 1.5705, grad_norm: 4.3376 2020-08-16 01:05:55,904 - mmaction - INFO - Epoch [41][580/940] lr: 1.000e-03, eta: 11:11:05, time: 0.746, data_time: 0.007, memory: 8343, top1_acc: 0.6242, top5_acc: 0.8309, loss_cls: 1.5542, loss: 1.5542, grad_norm: 4.3517 2020-08-16 01:06:10,042 - mmaction - INFO - Epoch [41][600/940] lr: 1.000e-03, eta: 11:10:50, time: 0.710, data_time: 0.006, memory: 8343, top1_acc: 0.6271, top5_acc: 0.8242, loss_cls: 1.5831, loss: 1.5831, grad_norm: 4.3413 2020-08-16 01:06:23,750 - mmaction - INFO - Epoch [41][620/940] lr: 1.000e-03, eta: 11:10:35, time: 0.684, data_time: 0.005, memory: 8343, top1_acc: 0.6115, top5_acc: 0.8275, loss_cls: 1.6053, loss: 1.6053, grad_norm: 4.4016 2020-08-16 01:06:37,536 - mmaction - INFO - Epoch [41][640/940] lr: 1.000e-03, eta: 11:10:19, time: 0.690, data_time: 0.004, memory: 8343, top1_acc: 0.6262, top5_acc: 0.8242, loss_cls: 1.5839, loss: 1.5839, grad_norm: 4.2855 2020-08-16 01:06:51,663 - mmaction - INFO - Epoch [41][660/940] lr: 1.000e-03, eta: 11:10:04, time: 0.703, data_time: 0.006, memory: 8343, top1_acc: 0.6312, top5_acc: 0.8410, loss_cls: 1.5349, loss: 1.5349, grad_norm: 4.3625 2020-08-16 01:07:05,389 - mmaction - INFO - Epoch [41][680/940] lr: 1.000e-03, eta: 11:09:49, time: 0.690, data_time: 0.007, memory: 8343, top1_acc: 0.6309, top5_acc: 0.8307, loss_cls: 1.5407, loss: 1.5407, grad_norm: 4.3182 2020-08-16 01:07:19,098 - mmaction - INFO - Epoch [41][700/940] lr: 1.000e-03, eta: 11:09:34, time: 0.683, data_time: 0.005, memory: 8343, top1_acc: 0.6350, top5_acc: 0.8371, loss_cls: 1.5116, loss: 1.5116, grad_norm: 4.2763 2020-08-16 01:07:32,954 - mmaction - INFO - Epoch [41][720/940] lr: 1.000e-03, eta: 11:09:18, time: 0.695, data_time: 0.006, memory: 8343, top1_acc: 0.6285, top5_acc: 0.8307, loss_cls: 1.5629, loss: 1.5629, grad_norm: 4.3921 2020-08-16 01:07:47,460 - mmaction - INFO - Epoch [41][740/940] lr: 1.000e-03, eta: 11:09:04, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.6188, top5_acc: 0.8262, loss_cls: 1.5923, loss: 1.5923, grad_norm: 4.3957 2020-08-16 01:08:00,901 - mmaction - INFO - Epoch [41][760/940] lr: 1.000e-03, eta: 11:08:48, time: 0.675, data_time: 0.007, memory: 8343, top1_acc: 0.6270, top5_acc: 0.8283, loss_cls: 1.5648, loss: 1.5648, grad_norm: 4.4351 2020-08-16 01:08:14,599 - mmaction - INFO - Epoch [41][780/940] lr: 1.000e-03, eta: 11:08:33, time: 0.683, data_time: 0.006, memory: 8343, top1_acc: 0.6387, top5_acc: 0.8395, loss_cls: 1.4973, loss: 1.4973, grad_norm: 4.2563 2020-08-16 01:08:28,358 - mmaction - INFO - Epoch [41][800/940] lr: 1.000e-03, eta: 11:08:17, time: 0.689, data_time: 0.005, memory: 8343, top1_acc: 0.6256, top5_acc: 0.8311, loss_cls: 1.5356, loss: 1.5356, grad_norm: 4.3136 2020-08-16 01:08:42,982 - mmaction - INFO - Epoch [41][820/940] lr: 1.000e-03, eta: 11:08:03, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.6186, top5_acc: 0.8320, loss_cls: 1.5504, loss: 1.5504, grad_norm: 4.3854 2020-08-16 01:08:56,551 - mmaction - INFO - Epoch [41][840/940] lr: 1.000e-03, eta: 11:07:48, time: 0.682, data_time: 0.007, memory: 8343, top1_acc: 0.6311, top5_acc: 0.8270, loss_cls: 1.5431, loss: 1.5431, grad_norm: 4.3921 2020-08-16 01:09:11,314 - mmaction - INFO - Epoch [41][860/940] lr: 1.000e-03, eta: 11:07:34, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.6314, top5_acc: 0.8258, loss_cls: 1.5538, loss: 1.5538, grad_norm: 4.3514 2020-08-16 01:09:24,719 - mmaction - INFO - Epoch [41][880/940] lr: 1.000e-03, eta: 11:07:18, time: 0.673, data_time: 0.005, memory: 8343, top1_acc: 0.6287, top5_acc: 0.8322, loss_cls: 1.5468, loss: 1.5468, grad_norm: 4.3828 2020-08-16 01:09:38,658 - mmaction - INFO - Epoch [41][900/940] lr: 1.000e-03, eta: 11:07:03, time: 0.695, data_time: 0.005, memory: 8343, top1_acc: 0.6375, top5_acc: 0.8379, loss_cls: 1.5063, loss: 1.5063, grad_norm: 4.2937 2020-08-16 01:09:52,274 - mmaction - INFO - Epoch [41][920/940] lr: 1.000e-03, eta: 11:06:47, time: 0.682, data_time: 0.005, memory: 8343, top1_acc: 0.6400, top5_acc: 0.8359, loss_cls: 1.5193, loss: 1.5193, grad_norm: 4.3174 2020-08-16 01:10:06,209 - mmaction - INFO - Epoch [41][940/940] lr: 1.000e-03, eta: 11:06:32, time: 0.695, data_time: 0.006, memory: 8343, top1_acc: 0.6331, top5_acc: 0.8283, loss_cls: 1.5369, loss: 1.5369, grad_norm: 4.3784 2020-08-16 01:10:32,192 - mmaction - INFO - Epoch [42][20/940] lr: 1.000e-03, eta: 11:06:33, time: 1.265, data_time: 0.638, memory: 8343, top1_acc: 0.6430, top5_acc: 0.8387, loss_cls: 1.4944, loss: 1.4944, grad_norm: 4.3718 2020-08-16 01:10:44,871 - mmaction - INFO - Epoch [42][40/940] lr: 1.000e-03, eta: 11:06:16, time: 0.637, data_time: 0.007, memory: 8343, top1_acc: 0.6352, top5_acc: 0.8313, loss_cls: 1.5390, loss: 1.5390, grad_norm: 4.3089 2020-08-16 01:10:58,179 - mmaction - INFO - Epoch [42][60/940] lr: 1.000e-03, eta: 11:06:00, time: 0.664, data_time: 0.005, memory: 8343, top1_acc: 0.6443, top5_acc: 0.8344, loss_cls: 1.4831, loss: 1.4831, grad_norm: 4.2518 2020-08-16 01:11:12,089 - mmaction - INFO - Epoch [42][80/940] lr: 1.000e-03, eta: 11:05:45, time: 0.697, data_time: 0.005, memory: 8343, top1_acc: 0.6387, top5_acc: 0.8400, loss_cls: 1.5072, loss: 1.5072, grad_norm: 4.3145 2020-08-16 01:11:26,561 - mmaction - INFO - Epoch [42][100/940] lr: 1.000e-03, eta: 11:05:31, time: 0.721, data_time: 0.006, memory: 8343, top1_acc: 0.6242, top5_acc: 0.8275, loss_cls: 1.5612, loss: 1.5612, grad_norm: 4.3867 2020-08-16 01:11:39,986 - mmaction - INFO - Epoch [42][120/940] lr: 1.000e-03, eta: 11:05:15, time: 0.674, data_time: 0.006, memory: 8343, top1_acc: 0.6250, top5_acc: 0.8334, loss_cls: 1.5501, loss: 1.5501, grad_norm: 4.3255 2020-08-16 01:11:53,660 - mmaction - INFO - Epoch [42][140/940] lr: 1.000e-03, eta: 11:04:59, time: 0.681, data_time: 0.005, memory: 8343, top1_acc: 0.6309, top5_acc: 0.8316, loss_cls: 1.5317, loss: 1.5317, grad_norm: 4.3077 2020-08-16 01:12:07,314 - mmaction - INFO - Epoch [42][160/940] lr: 1.000e-03, eta: 11:04:44, time: 0.685, data_time: 0.006, memory: 8343, top1_acc: 0.6299, top5_acc: 0.8260, loss_cls: 1.5717, loss: 1.5717, grad_norm: 4.4341 2020-08-16 01:12:21,507 - mmaction - INFO - Epoch [42][180/940] lr: 1.000e-03, eta: 11:04:29, time: 0.707, data_time: 0.007, memory: 8343, top1_acc: 0.6402, top5_acc: 0.8354, loss_cls: 1.5245, loss: 1.5245, grad_norm: 4.3781 2020-08-16 01:12:34,985 - mmaction - INFO - Epoch [42][200/940] lr: 1.000e-03, eta: 11:04:13, time: 0.677, data_time: 0.007, memory: 8343, top1_acc: 0.6414, top5_acc: 0.8393, loss_cls: 1.4924, loss: 1.4924, grad_norm: 4.3237 2020-08-16 01:12:48,799 - mmaction - INFO - Epoch [42][220/940] lr: 1.000e-03, eta: 11:03:58, time: 0.690, data_time: 0.002, memory: 8343, top1_acc: 0.6258, top5_acc: 0.8268, loss_cls: 1.5408, loss: 1.5408, grad_norm: 4.3762 2020-08-16 01:13:02,596 - mmaction - INFO - Epoch [42][240/940] lr: 1.000e-03, eta: 11:03:43, time: 0.689, data_time: 0.005, memory: 8343, top1_acc: 0.6271, top5_acc: 0.8316, loss_cls: 1.5386, loss: 1.5386, grad_norm: 4.4475 2020-08-16 01:13:16,675 - mmaction - INFO - Epoch [42][260/940] lr: 1.000e-03, eta: 11:03:28, time: 0.706, data_time: 0.005, memory: 8343, top1_acc: 0.6391, top5_acc: 0.8402, loss_cls: 1.5101, loss: 1.5101, grad_norm: 4.3018 2020-08-16 01:13:31,277 - mmaction - INFO - Epoch [42][280/940] lr: 1.000e-03, eta: 11:03:14, time: 0.730, data_time: 0.006, memory: 8343, top1_acc: 0.6254, top5_acc: 0.8309, loss_cls: 1.5391, loss: 1.5391, grad_norm: 4.3965 2020-08-16 01:13:44,984 - mmaction - INFO - Epoch [42][300/940] lr: 1.000e-03, eta: 11:02:58, time: 0.686, data_time: 0.003, memory: 8343, top1_acc: 0.6299, top5_acc: 0.8318, loss_cls: 1.5383, loss: 1.5383, grad_norm: 4.4005 2020-08-16 01:13:58,735 - mmaction - INFO - Epoch [42][320/940] lr: 1.000e-03, eta: 11:02:43, time: 0.684, data_time: 0.005, memory: 8343, top1_acc: 0.6344, top5_acc: 0.8361, loss_cls: 1.5301, loss: 1.5301, grad_norm: 4.3648 2020-08-16 01:14:12,299 - mmaction - INFO - Epoch [42][340/940] lr: 1.000e-03, eta: 11:02:27, time: 0.681, data_time: 0.006, memory: 8343, top1_acc: 0.6467, top5_acc: 0.8424, loss_cls: 1.4656, loss: 1.4656, grad_norm: 4.3308 2020-08-16 01:14:26,307 - mmaction - INFO - Epoch [42][360/940] lr: 1.000e-03, eta: 11:02:12, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.6494, top5_acc: 0.8379, loss_cls: 1.5023, loss: 1.5023, grad_norm: 4.3866 2020-08-16 01:14:40,405 - mmaction - INFO - Epoch [42][380/940] lr: 1.000e-03, eta: 11:01:57, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.6480, top5_acc: 0.8381, loss_cls: 1.4959, loss: 1.4959, grad_norm: 4.3937 2020-08-16 01:14:54,315 - mmaction - INFO - Epoch [42][400/940] lr: 1.000e-03, eta: 11:01:42, time: 0.693, data_time: 0.005, memory: 8343, top1_acc: 0.6328, top5_acc: 0.8297, loss_cls: 1.5131, loss: 1.5131, grad_norm: 4.3662 2020-08-16 01:15:08,052 - mmaction - INFO - Epoch [42][420/940] lr: 1.000e-03, eta: 11:01:27, time: 0.689, data_time: 0.006, memory: 8343, top1_acc: 0.6334, top5_acc: 0.8357, loss_cls: 1.5133, loss: 1.5133, grad_norm: 4.4419 2020-08-16 01:15:21,847 - mmaction - INFO - Epoch [42][440/940] lr: 1.000e-03, eta: 11:01:11, time: 0.688, data_time: 0.006, memory: 8343, top1_acc: 0.6330, top5_acc: 0.8324, loss_cls: 1.5452, loss: 1.5452, grad_norm: 4.4421 2020-08-16 01:15:36,538 - mmaction - INFO - Epoch [42][460/940] lr: 1.000e-03, eta: 11:00:57, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.6438, top5_acc: 0.8367, loss_cls: 1.4937, loss: 1.4937, grad_norm: 4.3538 2020-08-16 01:15:50,129 - mmaction - INFO - Epoch [42][480/940] lr: 1.000e-03, eta: 11:00:42, time: 0.678, data_time: 0.006, memory: 8343, top1_acc: 0.6451, top5_acc: 0.8330, loss_cls: 1.5241, loss: 1.5241, grad_norm: 4.4077 2020-08-16 01:16:04,312 - mmaction - INFO - Epoch [42][500/940] lr: 1.000e-03, eta: 11:00:27, time: 0.711, data_time: 0.005, memory: 8343, top1_acc: 0.6400, top5_acc: 0.8359, loss_cls: 1.5135, loss: 1.5135, grad_norm: 4.3870 2020-08-16 01:16:19,455 - mmaction - INFO - Epoch [42][520/940] lr: 1.000e-03, eta: 11:00:14, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.6311, top5_acc: 0.8305, loss_cls: 1.5288, loss: 1.5288, grad_norm: 4.3615 2020-08-16 01:16:32,725 - mmaction - INFO - Epoch [42][540/940] lr: 1.000e-03, eta: 10:59:57, time: 0.662, data_time: 0.006, memory: 8343, top1_acc: 0.6393, top5_acc: 0.8332, loss_cls: 1.5139, loss: 1.5139, grad_norm: 4.2739 2020-08-16 01:16:47,260 - mmaction - INFO - Epoch [42][560/940] lr: 1.000e-03, eta: 10:59:43, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.6352, top5_acc: 0.8309, loss_cls: 1.5296, loss: 1.5296, grad_norm: 4.3231 2020-08-16 01:17:00,899 - mmaction - INFO - Epoch [42][580/940] lr: 1.000e-03, eta: 10:59:28, time: 0.680, data_time: 0.006, memory: 8343, top1_acc: 0.6520, top5_acc: 0.8424, loss_cls: 1.4589, loss: 1.4589, grad_norm: 4.2841 2020-08-16 01:17:14,600 - mmaction - INFO - Epoch [42][600/940] lr: 1.000e-03, eta: 10:59:12, time: 0.687, data_time: 0.005, memory: 8343, top1_acc: 0.6414, top5_acc: 0.8473, loss_cls: 1.4866, loss: 1.4866, grad_norm: 4.3896 2020-08-16 01:17:28,878 - mmaction - INFO - Epoch [42][620/940] lr: 1.000e-03, eta: 10:58:58, time: 0.714, data_time: 0.006, memory: 8343, top1_acc: 0.6441, top5_acc: 0.8459, loss_cls: 1.4830, loss: 1.4830, grad_norm: 4.3881 2020-08-16 01:17:43,084 - mmaction - INFO - Epoch [42][640/940] lr: 1.000e-03, eta: 10:58:43, time: 0.710, data_time: 0.006, memory: 8343, top1_acc: 0.6434, top5_acc: 0.8396, loss_cls: 1.4984, loss: 1.4984, grad_norm: 4.3753 2020-08-16 01:17:57,094 - mmaction - INFO - Epoch [42][660/940] lr: 1.000e-03, eta: 10:58:28, time: 0.696, data_time: 0.007, memory: 8343, top1_acc: 0.6479, top5_acc: 0.8412, loss_cls: 1.4841, loss: 1.4841, grad_norm: 4.4206 2020-08-16 01:18:10,520 - mmaction - INFO - Epoch [42][680/940] lr: 1.000e-03, eta: 10:58:12, time: 0.675, data_time: 0.007, memory: 8343, top1_acc: 0.6328, top5_acc: 0.8293, loss_cls: 1.5265, loss: 1.5265, grad_norm: 4.4051 2020-08-16 01:18:24,875 - mmaction - INFO - Epoch [42][700/940] lr: 1.000e-03, eta: 10:57:58, time: 0.715, data_time: 0.006, memory: 8343, top1_acc: 0.6324, top5_acc: 0.8303, loss_cls: 1.5221, loss: 1.5221, grad_norm: 4.3476 2020-08-16 01:18:39,120 - mmaction - INFO - Epoch [42][720/940] lr: 1.000e-03, eta: 10:57:43, time: 0.715, data_time: 0.007, memory: 8343, top1_acc: 0.6314, top5_acc: 0.8332, loss_cls: 1.5434, loss: 1.5434, grad_norm: 4.4380 2020-08-16 01:18:54,068 - mmaction - INFO - Epoch [42][740/940] lr: 1.000e-03, eta: 10:57:29, time: 0.746, data_time: 0.007, memory: 8343, top1_acc: 0.6297, top5_acc: 0.8264, loss_cls: 1.5539, loss: 1.5539, grad_norm: 4.4487 2020-08-16 01:19:08,087 - mmaction - INFO - Epoch [42][760/940] lr: 1.000e-03, eta: 10:57:14, time: 0.703, data_time: 0.005, memory: 8343, top1_acc: 0.6361, top5_acc: 0.8359, loss_cls: 1.5126, loss: 1.5126, grad_norm: 4.4317 2020-08-16 01:19:22,119 - mmaction - INFO - Epoch [42][780/940] lr: 1.000e-03, eta: 10:56:59, time: 0.700, data_time: 0.005, memory: 8343, top1_acc: 0.6430, top5_acc: 0.8396, loss_cls: 1.5005, loss: 1.5005, grad_norm: 4.4469 2020-08-16 01:19:35,902 - mmaction - INFO - Epoch [42][800/940] lr: 1.000e-03, eta: 10:56:44, time: 0.691, data_time: 0.005, memory: 8343, top1_acc: 0.6299, top5_acc: 0.8277, loss_cls: 1.5588, loss: 1.5588, grad_norm: 4.4351 2020-08-16 01:19:49,719 - mmaction - INFO - Epoch [42][820/940] lr: 1.000e-03, eta: 10:56:29, time: 0.689, data_time: 0.005, memory: 8343, top1_acc: 0.6381, top5_acc: 0.8303, loss_cls: 1.5240, loss: 1.5240, grad_norm: 4.4019 2020-08-16 01:20:03,868 - mmaction - INFO - Epoch [42][840/940] lr: 1.000e-03, eta: 10:56:14, time: 0.708, data_time: 0.005, memory: 8343, top1_acc: 0.6350, top5_acc: 0.8355, loss_cls: 1.5294, loss: 1.5294, grad_norm: 4.3917 2020-08-16 01:20:18,539 - mmaction - INFO - Epoch [42][860/940] lr: 1.000e-03, eta: 10:56:00, time: 0.734, data_time: 0.002, memory: 8343, top1_acc: 0.6305, top5_acc: 0.8311, loss_cls: 1.5187, loss: 1.5187, grad_norm: 4.3945 2020-08-16 01:20:32,156 - mmaction - INFO - Epoch [42][880/940] lr: 1.000e-03, eta: 10:55:44, time: 0.678, data_time: 0.005, memory: 8343, top1_acc: 0.6445, top5_acc: 0.8436, loss_cls: 1.4591, loss: 1.4591, grad_norm: 4.3249 2020-08-16 01:20:46,702 - mmaction - INFO - Epoch [42][900/940] lr: 1.000e-03, eta: 10:55:30, time: 0.730, data_time: 0.006, memory: 8343, top1_acc: 0.6357, top5_acc: 0.8311, loss_cls: 1.5104, loss: 1.5104, grad_norm: 4.3767 2020-08-16 01:21:01,479 - mmaction - INFO - Epoch [42][920/940] lr: 1.000e-03, eta: 10:55:16, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.6311, top5_acc: 0.8311, loss_cls: 1.5371, loss: 1.5371, grad_norm: 4.4197 2020-08-16 01:21:14,405 - mmaction - INFO - Epoch [42][940/940] lr: 1.000e-03, eta: 10:55:00, time: 0.649, data_time: 0.005, memory: 8343, top1_acc: 0.6561, top5_acc: 0.8547, loss_cls: 1.4284, loss: 1.4284, grad_norm: 4.3459 2020-08-16 01:21:35,635 - mmaction - INFO - Epoch [43][20/940] lr: 1.000e-03, eta: 10:54:54, time: 1.037, data_time: 0.350, memory: 8343, top1_acc: 0.6492, top5_acc: 0.8457, loss_cls: 1.4680, loss: 1.4680, grad_norm: 4.3887 2020-08-16 01:21:48,647 - mmaction - INFO - Epoch [43][40/940] lr: 1.000e-03, eta: 10:54:38, time: 0.649, data_time: 0.006, memory: 8343, top1_acc: 0.6479, top5_acc: 0.8457, loss_cls: 1.4665, loss: 1.4665, grad_norm: 4.3256 2020-08-16 01:22:03,349 - mmaction - INFO - Epoch [43][60/940] lr: 1.000e-03, eta: 10:54:24, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.6396, top5_acc: 0.8359, loss_cls: 1.5091, loss: 1.5091, grad_norm: 4.3796 2020-08-16 01:22:17,173 - mmaction - INFO - Epoch [43][80/940] lr: 1.000e-03, eta: 10:54:08, time: 0.690, data_time: 0.006, memory: 8343, top1_acc: 0.6496, top5_acc: 0.8441, loss_cls: 1.4451, loss: 1.4451, grad_norm: 4.2917 2020-08-16 01:22:30,838 - mmaction - INFO - Epoch [43][100/940] lr: 1.000e-03, eta: 10:53:53, time: 0.685, data_time: 0.005, memory: 8343, top1_acc: 0.6521, top5_acc: 0.8436, loss_cls: 1.4724, loss: 1.4724, grad_norm: 4.3457 2020-08-16 01:22:44,252 - mmaction - INFO - Epoch [43][120/940] lr: 1.000e-03, eta: 10:53:37, time: 0.668, data_time: 0.006, memory: 8343, top1_acc: 0.6436, top5_acc: 0.8357, loss_cls: 1.4942, loss: 1.4942, grad_norm: 4.4013 2020-08-16 01:22:58,428 - mmaction - INFO - Epoch [43][140/940] lr: 1.000e-03, eta: 10:53:22, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.6352, top5_acc: 0.8330, loss_cls: 1.5164, loss: 1.5164, grad_norm: 4.3576 2020-08-16 01:23:13,305 - mmaction - INFO - Epoch [43][160/940] lr: 1.000e-03, eta: 10:53:09, time: 0.743, data_time: 0.008, memory: 8343, top1_acc: 0.6455, top5_acc: 0.8328, loss_cls: 1.5010, loss: 1.5010, grad_norm: 4.4234 2020-08-16 01:23:26,721 - mmaction - INFO - Epoch [43][180/940] lr: 1.000e-03, eta: 10:52:53, time: 0.674, data_time: 0.007, memory: 8343, top1_acc: 0.6516, top5_acc: 0.8357, loss_cls: 1.4714, loss: 1.4714, grad_norm: 4.4440 2020-08-16 01:23:40,385 - mmaction - INFO - Epoch [43][200/940] lr: 1.000e-03, eta: 10:52:37, time: 0.681, data_time: 0.006, memory: 8343, top1_acc: 0.6410, top5_acc: 0.8285, loss_cls: 1.5184, loss: 1.5184, grad_norm: 4.4134 2020-08-16 01:23:54,019 - mmaction - INFO - Epoch [43][220/940] lr: 1.000e-03, eta: 10:52:22, time: 0.685, data_time: 0.006, memory: 8343, top1_acc: 0.6420, top5_acc: 0.8332, loss_cls: 1.4930, loss: 1.4930, grad_norm: 4.4471 2020-08-16 01:24:08,696 - mmaction - INFO - Epoch [43][240/940] lr: 1.000e-03, eta: 10:52:08, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.6326, top5_acc: 0.8330, loss_cls: 1.5372, loss: 1.5372, grad_norm: 4.5264 2020-08-16 01:24:23,176 - mmaction - INFO - Epoch [43][260/940] lr: 1.000e-03, eta: 10:51:54, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.6451, top5_acc: 0.8383, loss_cls: 1.4888, loss: 1.4888, grad_norm: 4.4098 2020-08-16 01:24:37,964 - mmaction - INFO - Epoch [43][280/940] lr: 1.000e-03, eta: 10:51:40, time: 0.737, data_time: 0.007, memory: 8343, top1_acc: 0.6506, top5_acc: 0.8430, loss_cls: 1.4579, loss: 1.4579, grad_norm: 4.4114 2020-08-16 01:24:51,505 - mmaction - INFO - Epoch [43][300/940] lr: 1.000e-03, eta: 10:51:24, time: 0.678, data_time: 0.006, memory: 8343, top1_acc: 0.6430, top5_acc: 0.8309, loss_cls: 1.4994, loss: 1.4994, grad_norm: 4.3713 2020-08-16 01:25:05,349 - mmaction - INFO - Epoch [43][320/940] lr: 1.000e-03, eta: 10:51:09, time: 0.693, data_time: 0.007, memory: 8343, top1_acc: 0.6281, top5_acc: 0.8285, loss_cls: 1.5592, loss: 1.5592, grad_norm: 4.5051 2020-08-16 01:25:19,218 - mmaction - INFO - Epoch [43][340/940] lr: 1.000e-03, eta: 10:50:54, time: 0.693, data_time: 0.002, memory: 8343, top1_acc: 0.6338, top5_acc: 0.8361, loss_cls: 1.5104, loss: 1.5104, grad_norm: 4.4034 2020-08-16 01:25:33,801 - mmaction - INFO - Epoch [43][360/940] lr: 1.000e-03, eta: 10:50:39, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.6328, top5_acc: 0.8330, loss_cls: 1.5278, loss: 1.5278, grad_norm: 4.4822 2020-08-16 01:25:48,763 - mmaction - INFO - Epoch [43][380/940] lr: 1.000e-03, eta: 10:50:26, time: 0.748, data_time: 0.003, memory: 8343, top1_acc: 0.6213, top5_acc: 0.8201, loss_cls: 1.5782, loss: 1.5782, grad_norm: 4.5899 2020-08-16 01:26:02,139 - mmaction - INFO - Epoch [43][400/940] lr: 1.000e-03, eta: 10:50:10, time: 0.669, data_time: 0.007, memory: 8343, top1_acc: 0.6553, top5_acc: 0.8443, loss_cls: 1.4435, loss: 1.4435, grad_norm: 4.4046 2020-08-16 01:26:16,461 - mmaction - INFO - Epoch [43][420/940] lr: 1.000e-03, eta: 10:49:55, time: 0.716, data_time: 0.004, memory: 8343, top1_acc: 0.6395, top5_acc: 0.8355, loss_cls: 1.5203, loss: 1.5203, grad_norm: 4.5479 2020-08-16 01:26:30,240 - mmaction - INFO - Epoch [43][440/940] lr: 1.000e-03, eta: 10:49:40, time: 0.685, data_time: 0.006, memory: 8343, top1_acc: 0.6332, top5_acc: 0.8324, loss_cls: 1.5468, loss: 1.5468, grad_norm: 4.5102 2020-08-16 01:26:44,706 - mmaction - INFO - Epoch [43][460/940] lr: 1.000e-03, eta: 10:49:26, time: 0.726, data_time: 0.007, memory: 8343, top1_acc: 0.6373, top5_acc: 0.8303, loss_cls: 1.5207, loss: 1.5207, grad_norm: 4.4475 2020-08-16 01:26:58,430 - mmaction - INFO - Epoch [43][480/940] lr: 1.000e-03, eta: 10:49:10, time: 0.685, data_time: 0.008, memory: 8343, top1_acc: 0.6330, top5_acc: 0.8260, loss_cls: 1.5191, loss: 1.5191, grad_norm: 4.4308 2020-08-16 01:27:12,379 - mmaction - INFO - Epoch [43][500/940] lr: 1.000e-03, eta: 10:48:55, time: 0.699, data_time: 0.005, memory: 8343, top1_acc: 0.6438, top5_acc: 0.8322, loss_cls: 1.4872, loss: 1.4872, grad_norm: 4.4476 2020-08-16 01:27:26,790 - mmaction - INFO - Epoch [43][520/940] lr: 1.000e-03, eta: 10:48:41, time: 0.719, data_time: 0.006, memory: 8343, top1_acc: 0.6334, top5_acc: 0.8344, loss_cls: 1.5301, loss: 1.5301, grad_norm: 4.4887 2020-08-16 01:27:40,630 - mmaction - INFO - Epoch [43][540/940] lr: 1.000e-03, eta: 10:48:26, time: 0.694, data_time: 0.005, memory: 8343, top1_acc: 0.6400, top5_acc: 0.8334, loss_cls: 1.5060, loss: 1.5060, grad_norm: 4.4346 2020-08-16 01:27:54,595 - mmaction - INFO - Epoch [43][560/940] lr: 1.000e-03, eta: 10:48:11, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.6285, top5_acc: 0.8322, loss_cls: 1.5379, loss: 1.5379, grad_norm: 4.4922 2020-08-16 01:28:08,253 - mmaction - INFO - Epoch [43][580/940] lr: 1.000e-03, eta: 10:47:55, time: 0.683, data_time: 0.002, memory: 8343, top1_acc: 0.6365, top5_acc: 0.8406, loss_cls: 1.5020, loss: 1.5020, grad_norm: 4.4594 2020-08-16 01:28:21,998 - mmaction - INFO - Epoch [43][600/940] lr: 1.000e-03, eta: 10:47:40, time: 0.685, data_time: 0.005, memory: 8343, top1_acc: 0.6488, top5_acc: 0.8428, loss_cls: 1.4602, loss: 1.4602, grad_norm: 4.3935 2020-08-16 01:28:36,474 - mmaction - INFO - Epoch [43][620/940] lr: 1.000e-03, eta: 10:47:26, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.6359, top5_acc: 0.8314, loss_cls: 1.5348, loss: 1.5348, grad_norm: 4.4970 2020-08-16 01:28:51,253 - mmaction - INFO - Epoch [43][640/940] lr: 1.000e-03, eta: 10:47:12, time: 0.736, data_time: 0.007, memory: 8343, top1_acc: 0.6414, top5_acc: 0.8400, loss_cls: 1.4902, loss: 1.4902, grad_norm: 4.4086 2020-08-16 01:29:05,792 - mmaction - INFO - Epoch [43][660/940] lr: 1.000e-03, eta: 10:46:58, time: 0.730, data_time: 0.007, memory: 8343, top1_acc: 0.6416, top5_acc: 0.8432, loss_cls: 1.4792, loss: 1.4792, grad_norm: 4.4374 2020-08-16 01:29:20,797 - mmaction - INFO - Epoch [43][680/940] lr: 1.000e-03, eta: 10:46:44, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.6422, top5_acc: 0.8396, loss_cls: 1.4873, loss: 1.4873, grad_norm: 4.4444 2020-08-16 01:29:34,174 - mmaction - INFO - Epoch [43][700/940] lr: 1.000e-03, eta: 10:46:28, time: 0.671, data_time: 0.005, memory: 8343, top1_acc: 0.6551, top5_acc: 0.8469, loss_cls: 1.4378, loss: 1.4378, grad_norm: 4.3472 2020-08-16 01:29:47,828 - mmaction - INFO - Epoch [43][720/940] lr: 1.000e-03, eta: 10:46:13, time: 0.681, data_time: 0.006, memory: 8343, top1_acc: 0.6492, top5_acc: 0.8396, loss_cls: 1.4812, loss: 1.4812, grad_norm: 4.4591 2020-08-16 01:30:02,028 - mmaction - INFO - Epoch [43][740/940] lr: 1.000e-03, eta: 10:45:58, time: 0.711, data_time: 0.005, memory: 8343, top1_acc: 0.6574, top5_acc: 0.8510, loss_cls: 1.4334, loss: 1.4334, grad_norm: 4.3654 2020-08-16 01:30:15,756 - mmaction - INFO - Epoch [43][760/940] lr: 1.000e-03, eta: 10:45:43, time: 0.684, data_time: 0.005, memory: 8343, top1_acc: 0.6395, top5_acc: 0.8342, loss_cls: 1.5145, loss: 1.5145, grad_norm: 4.4405 2020-08-16 01:30:29,746 - mmaction - INFO - Epoch [43][780/940] lr: 1.000e-03, eta: 10:45:28, time: 0.701, data_time: 0.005, memory: 8343, top1_acc: 0.6438, top5_acc: 0.8445, loss_cls: 1.4879, loss: 1.4879, grad_norm: 4.4232 2020-08-16 01:30:44,216 - mmaction - INFO - Epoch [43][800/940] lr: 1.000e-03, eta: 10:45:13, time: 0.724, data_time: 0.007, memory: 8343, top1_acc: 0.6453, top5_acc: 0.8346, loss_cls: 1.5061, loss: 1.5061, grad_norm: 4.5176 2020-08-16 01:30:58,020 - mmaction - INFO - Epoch [43][820/940] lr: 1.000e-03, eta: 10:44:58, time: 0.688, data_time: 0.007, memory: 8343, top1_acc: 0.6395, top5_acc: 0.8418, loss_cls: 1.4806, loss: 1.4806, grad_norm: 4.4477 2020-08-16 01:31:11,852 - mmaction - INFO - Epoch [43][840/940] lr: 1.000e-03, eta: 10:44:43, time: 0.694, data_time: 0.006, memory: 8343, top1_acc: 0.6398, top5_acc: 0.8338, loss_cls: 1.4885, loss: 1.4885, grad_norm: 4.4995 2020-08-16 01:31:27,426 - mmaction - INFO - Epoch [43][860/940] lr: 1.000e-03, eta: 10:44:30, time: 0.777, data_time: 0.004, memory: 8343, top1_acc: 0.6385, top5_acc: 0.8342, loss_cls: 1.5032, loss: 1.5032, grad_norm: 4.4479 2020-08-16 01:31:40,442 - mmaction - INFO - Epoch [43][880/940] lr: 1.000e-03, eta: 10:44:14, time: 0.653, data_time: 0.005, memory: 8343, top1_acc: 0.6459, top5_acc: 0.8396, loss_cls: 1.4636, loss: 1.4636, grad_norm: 4.4051 2020-08-16 01:31:54,722 - mmaction - INFO - Epoch [43][900/940] lr: 1.000e-03, eta: 10:43:59, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.6395, top5_acc: 0.8314, loss_cls: 1.5062, loss: 1.5062, grad_norm: 4.5099 2020-08-16 01:32:09,234 - mmaction - INFO - Epoch [43][920/940] lr: 1.000e-03, eta: 10:43:45, time: 0.729, data_time: 0.008, memory: 8343, top1_acc: 0.6537, top5_acc: 0.8418, loss_cls: 1.4654, loss: 1.4654, grad_norm: 4.4121 2020-08-16 01:32:22,488 - mmaction - INFO - Epoch [43][940/940] lr: 1.000e-03, eta: 10:43:29, time: 0.662, data_time: 0.007, memory: 8343, top1_acc: 0.6370, top5_acc: 0.8380, loss_cls: 1.5304, loss: 1.5304, grad_norm: 4.6136 2020-08-16 01:32:44,129 - mmaction - INFO - Epoch [44][20/940] lr: 1.000e-03, eta: 10:43:23, time: 1.056, data_time: 0.413, memory: 8343, top1_acc: 0.6459, top5_acc: 0.8412, loss_cls: 1.4725, loss: 1.4725, grad_norm: 4.4926 2020-08-16 01:32:56,860 - mmaction - INFO - Epoch [44][40/940] lr: 1.000e-03, eta: 10:43:07, time: 0.637, data_time: 0.006, memory: 8343, top1_acc: 0.6432, top5_acc: 0.8379, loss_cls: 1.4852, loss: 1.4852, grad_norm: 4.4895 2020-08-16 01:33:10,088 - mmaction - INFO - Epoch [44][60/940] lr: 1.000e-03, eta: 10:42:51, time: 0.662, data_time: 0.004, memory: 8343, top1_acc: 0.6471, top5_acc: 0.8377, loss_cls: 1.4777, loss: 1.4777, grad_norm: 4.4772 2020-08-16 01:33:24,094 - mmaction - INFO - Epoch [44][80/940] lr: 1.000e-03, eta: 10:42:36, time: 0.698, data_time: 0.006, memory: 8343, top1_acc: 0.6480, top5_acc: 0.8373, loss_cls: 1.4794, loss: 1.4794, grad_norm: 4.4539 2020-08-16 01:33:37,895 - mmaction - INFO - Epoch [44][100/940] lr: 1.000e-03, eta: 10:42:21, time: 0.692, data_time: 0.006, memory: 8343, top1_acc: 0.6488, top5_acc: 0.8389, loss_cls: 1.4705, loss: 1.4705, grad_norm: 4.5019 2020-08-16 01:33:51,469 - mmaction - INFO - Epoch [44][120/940] lr: 1.000e-03, eta: 10:42:05, time: 0.677, data_time: 0.006, memory: 8343, top1_acc: 0.6467, top5_acc: 0.8414, loss_cls: 1.4768, loss: 1.4768, grad_norm: 4.4478 2020-08-16 01:34:05,805 - mmaction - INFO - Epoch [44][140/940] lr: 1.000e-03, eta: 10:41:51, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.6553, top5_acc: 0.8385, loss_cls: 1.4694, loss: 1.4694, grad_norm: 4.4310 2020-08-16 01:34:20,458 - mmaction - INFO - Epoch [44][160/940] lr: 1.000e-03, eta: 10:41:36, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.6426, top5_acc: 0.8420, loss_cls: 1.4777, loss: 1.4777, grad_norm: 4.4875 2020-08-16 01:34:33,564 - mmaction - INFO - Epoch [44][180/940] lr: 1.000e-03, eta: 10:41:20, time: 0.657, data_time: 0.006, memory: 8343, top1_acc: 0.6371, top5_acc: 0.8371, loss_cls: 1.4970, loss: 1.4970, grad_norm: 4.4834 2020-08-16 01:34:47,960 - mmaction - INFO - Epoch [44][200/940] lr: 1.000e-03, eta: 10:41:06, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.6486, top5_acc: 0.8471, loss_cls: 1.4451, loss: 1.4451, grad_norm: 4.4214 2020-08-16 01:35:02,447 - mmaction - INFO - Epoch [44][220/940] lr: 1.000e-03, eta: 10:40:52, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.6576, top5_acc: 0.8459, loss_cls: 1.4531, loss: 1.4531, grad_norm: 4.3957 2020-08-16 01:35:16,747 - mmaction - INFO - Epoch [44][240/940] lr: 1.000e-03, eta: 10:40:37, time: 0.715, data_time: 0.002, memory: 8343, top1_acc: 0.6488, top5_acc: 0.8443, loss_cls: 1.4373, loss: 1.4373, grad_norm: 4.3698 2020-08-16 01:35:30,548 - mmaction - INFO - Epoch [44][260/940] lr: 1.000e-03, eta: 10:40:22, time: 0.687, data_time: 0.006, memory: 8343, top1_acc: 0.6621, top5_acc: 0.8443, loss_cls: 1.4369, loss: 1.4369, grad_norm: 4.4002 2020-08-16 01:35:44,216 - mmaction - INFO - Epoch [44][280/940] lr: 1.000e-03, eta: 10:40:06, time: 0.686, data_time: 0.006, memory: 8343, top1_acc: 0.6430, top5_acc: 0.8402, loss_cls: 1.4676, loss: 1.4676, grad_norm: 4.4886 2020-08-16 01:35:58,180 - mmaction - INFO - Epoch [44][300/940] lr: 1.000e-03, eta: 10:39:51, time: 0.696, data_time: 0.006, memory: 8343, top1_acc: 0.6410, top5_acc: 0.8428, loss_cls: 1.4899, loss: 1.4899, grad_norm: 4.4680 2020-08-16 01:36:11,851 - mmaction - INFO - Epoch [44][320/940] lr: 1.000e-03, eta: 10:39:36, time: 0.686, data_time: 0.005, memory: 8343, top1_acc: 0.6320, top5_acc: 0.8398, loss_cls: 1.4952, loss: 1.4952, grad_norm: 4.5661 2020-08-16 01:36:25,882 - mmaction - INFO - Epoch [44][340/940] lr: 1.000e-03, eta: 10:39:21, time: 0.700, data_time: 0.006, memory: 8343, top1_acc: 0.6486, top5_acc: 0.8529, loss_cls: 1.4236, loss: 1.4236, grad_norm: 4.4279 2020-08-16 01:36:39,527 - mmaction - INFO - Epoch [44][360/940] lr: 1.000e-03, eta: 10:39:06, time: 0.684, data_time: 0.005, memory: 8343, top1_acc: 0.6436, top5_acc: 0.8441, loss_cls: 1.4727, loss: 1.4727, grad_norm: 4.4891 2020-08-16 01:36:53,249 - mmaction - INFO - Epoch [44][380/940] lr: 1.000e-03, eta: 10:38:50, time: 0.684, data_time: 0.006, memory: 8343, top1_acc: 0.6424, top5_acc: 0.8344, loss_cls: 1.4905, loss: 1.4905, grad_norm: 4.4522 2020-08-16 01:37:06,872 - mmaction - INFO - Epoch [44][400/940] lr: 1.000e-03, eta: 10:38:35, time: 0.683, data_time: 0.005, memory: 8343, top1_acc: 0.6539, top5_acc: 0.8463, loss_cls: 1.4518, loss: 1.4518, grad_norm: 4.4510 2020-08-16 01:37:20,544 - mmaction - INFO - Epoch [44][420/940] lr: 1.000e-03, eta: 10:38:20, time: 0.681, data_time: 0.006, memory: 8343, top1_acc: 0.6270, top5_acc: 0.8254, loss_cls: 1.5414, loss: 1.5414, grad_norm: 4.5349 2020-08-16 01:37:35,035 - mmaction - INFO - Epoch [44][440/940] lr: 1.000e-03, eta: 10:38:05, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.6332, top5_acc: 0.8318, loss_cls: 1.5249, loss: 1.5249, grad_norm: 4.5630 2020-08-16 01:37:49,414 - mmaction - INFO - Epoch [44][460/940] lr: 1.000e-03, eta: 10:37:51, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.6479, top5_acc: 0.8354, loss_cls: 1.4899, loss: 1.4899, grad_norm: 4.4765 2020-08-16 01:38:03,643 - mmaction - INFO - Epoch [44][480/940] lr: 1.000e-03, eta: 10:37:36, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.6508, top5_acc: 0.8338, loss_cls: 1.4837, loss: 1.4837, grad_norm: 4.4487 2020-08-16 01:38:17,272 - mmaction - INFO - Epoch [44][500/940] lr: 1.000e-03, eta: 10:37:21, time: 0.681, data_time: 0.006, memory: 8343, top1_acc: 0.6455, top5_acc: 0.8371, loss_cls: 1.4580, loss: 1.4580, grad_norm: 4.4420 2020-08-16 01:38:31,703 - mmaction - INFO - Epoch [44][520/940] lr: 1.000e-03, eta: 10:37:06, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.6475, top5_acc: 0.8408, loss_cls: 1.4504, loss: 1.4504, grad_norm: 4.4201 2020-08-16 01:38:46,753 - mmaction - INFO - Epoch [44][540/940] lr: 1.000e-03, eta: 10:36:53, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.6434, top5_acc: 0.8387, loss_cls: 1.4764, loss: 1.4764, grad_norm: 4.4573 2020-08-16 01:39:00,666 - mmaction - INFO - Epoch [44][560/940] lr: 1.000e-03, eta: 10:36:38, time: 0.697, data_time: 0.005, memory: 8343, top1_acc: 0.6408, top5_acc: 0.8342, loss_cls: 1.4913, loss: 1.4913, grad_norm: 4.4845 2020-08-16 01:39:15,148 - mmaction - INFO - Epoch [44][580/940] lr: 1.000e-03, eta: 10:36:23, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.6492, top5_acc: 0.8465, loss_cls: 1.4558, loss: 1.4558, grad_norm: 4.3927 2020-08-16 01:39:29,350 - mmaction - INFO - Epoch [44][600/940] lr: 1.000e-03, eta: 10:36:09, time: 0.712, data_time: 0.006, memory: 8343, top1_acc: 0.6465, top5_acc: 0.8389, loss_cls: 1.4823, loss: 1.4823, grad_norm: 4.5047 2020-08-16 01:39:44,268 - mmaction - INFO - Epoch [44][620/940] lr: 1.000e-03, eta: 10:35:55, time: 0.746, data_time: 0.002, memory: 8343, top1_acc: 0.6371, top5_acc: 0.8393, loss_cls: 1.5131, loss: 1.5131, grad_norm: 4.5636 2020-08-16 01:39:57,476 - mmaction - INFO - Epoch [44][640/940] lr: 1.000e-03, eta: 10:35:39, time: 0.659, data_time: 0.005, memory: 8343, top1_acc: 0.6475, top5_acc: 0.8416, loss_cls: 1.4563, loss: 1.4563, grad_norm: 4.4418 2020-08-16 01:40:11,021 - mmaction - INFO - Epoch [44][660/940] lr: 1.000e-03, eta: 10:35:24, time: 0.679, data_time: 0.005, memory: 8343, top1_acc: 0.6336, top5_acc: 0.8398, loss_cls: 1.4949, loss: 1.4949, grad_norm: 4.5697 2020-08-16 01:40:25,047 - mmaction - INFO - Epoch [44][680/940] lr: 1.000e-03, eta: 10:35:09, time: 0.697, data_time: 0.006, memory: 8343, top1_acc: 0.6498, top5_acc: 0.8381, loss_cls: 1.4686, loss: 1.4686, grad_norm: 4.5209 2020-08-16 01:40:39,748 - mmaction - INFO - Epoch [44][700/940] lr: 1.000e-03, eta: 10:34:55, time: 0.738, data_time: 0.007, memory: 8343, top1_acc: 0.6445, top5_acc: 0.8371, loss_cls: 1.4825, loss: 1.4825, grad_norm: 4.5295 2020-08-16 01:40:54,082 - mmaction - INFO - Epoch [44][720/940] lr: 1.000e-03, eta: 10:34:40, time: 0.715, data_time: 0.007, memory: 8343, top1_acc: 0.6402, top5_acc: 0.8373, loss_cls: 1.4955, loss: 1.4955, grad_norm: 4.5581 2020-08-16 01:41:07,679 - mmaction - INFO - Epoch [44][740/940] lr: 1.000e-03, eta: 10:34:25, time: 0.682, data_time: 0.005, memory: 8343, top1_acc: 0.6340, top5_acc: 0.8400, loss_cls: 1.5049, loss: 1.5049, grad_norm: 4.5043 2020-08-16 01:41:21,544 - mmaction - INFO - Epoch [44][760/940] lr: 1.000e-03, eta: 10:34:10, time: 0.691, data_time: 0.006, memory: 8343, top1_acc: 0.6482, top5_acc: 0.8463, loss_cls: 1.4736, loss: 1.4736, grad_norm: 4.5782 2020-08-16 01:41:35,502 - mmaction - INFO - Epoch [44][780/940] lr: 1.000e-03, eta: 10:33:55, time: 0.701, data_time: 0.006, memory: 8343, top1_acc: 0.6404, top5_acc: 0.8404, loss_cls: 1.5021, loss: 1.5021, grad_norm: 4.6074 2020-08-16 01:41:49,270 - mmaction - INFO - Epoch [44][800/940] lr: 1.000e-03, eta: 10:33:39, time: 0.685, data_time: 0.006, memory: 8343, top1_acc: 0.6416, top5_acc: 0.8338, loss_cls: 1.4984, loss: 1.4984, grad_norm: 4.5151 2020-08-16 01:42:03,057 - mmaction - INFO - Epoch [44][820/940] lr: 1.000e-03, eta: 10:33:24, time: 0.692, data_time: 0.006, memory: 8343, top1_acc: 0.6537, top5_acc: 0.8449, loss_cls: 1.4554, loss: 1.4554, grad_norm: 4.4576 2020-08-16 01:42:17,187 - mmaction - INFO - Epoch [44][840/940] lr: 1.000e-03, eta: 10:33:09, time: 0.705, data_time: 0.007, memory: 8343, top1_acc: 0.6523, top5_acc: 0.8424, loss_cls: 1.4564, loss: 1.4564, grad_norm: 4.4097 2020-08-16 01:42:30,702 - mmaction - INFO - Epoch [44][860/940] lr: 1.000e-03, eta: 10:32:54, time: 0.678, data_time: 0.005, memory: 8343, top1_acc: 0.6342, top5_acc: 0.8293, loss_cls: 1.5187, loss: 1.5187, grad_norm: 4.5067 2020-08-16 01:42:45,476 - mmaction - INFO - Epoch [44][880/940] lr: 1.000e-03, eta: 10:32:40, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.6525, top5_acc: 0.8469, loss_cls: 1.4751, loss: 1.4751, grad_norm: 4.5075 2020-08-16 01:43:00,034 - mmaction - INFO - Epoch [44][900/940] lr: 1.000e-03, eta: 10:32:26, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.6555, top5_acc: 0.8471, loss_cls: 1.4403, loss: 1.4403, grad_norm: 4.5063 2020-08-16 01:43:13,389 - mmaction - INFO - Epoch [44][920/940] lr: 1.000e-03, eta: 10:32:10, time: 0.665, data_time: 0.007, memory: 8343, top1_acc: 0.6447, top5_acc: 0.8400, loss_cls: 1.4959, loss: 1.4959, grad_norm: 4.5519 2020-08-16 01:43:26,764 - mmaction - INFO - Epoch [44][940/940] lr: 1.000e-03, eta: 10:31:54, time: 0.672, data_time: 0.007, memory: 8343, top1_acc: 0.6551, top5_acc: 0.8459, loss_cls: 1.4296, loss: 1.4296, grad_norm: 4.4632 2020-08-16 01:43:48,132 - mmaction - INFO - Epoch [45][20/940] lr: 1.000e-03, eta: 10:31:48, time: 1.048, data_time: 0.398, memory: 8343, top1_acc: 0.6406, top5_acc: 0.8371, loss_cls: 1.5017, loss: 1.5017, grad_norm: 4.5200 2020-08-16 01:44:01,320 - mmaction - INFO - Epoch [45][40/940] lr: 1.000e-03, eta: 10:31:32, time: 0.657, data_time: 0.006, memory: 8343, top1_acc: 0.6445, top5_acc: 0.8436, loss_cls: 1.4479, loss: 1.4479, grad_norm: 4.4915 2020-08-16 01:44:14,956 - mmaction - INFO - Epoch [45][60/940] lr: 1.000e-03, eta: 10:31:17, time: 0.684, data_time: 0.005, memory: 8343, top1_acc: 0.6525, top5_acc: 0.8439, loss_cls: 1.4310, loss: 1.4310, grad_norm: 4.3601 2020-08-16 01:44:28,755 - mmaction - INFO - Epoch [45][80/940] lr: 1.000e-03, eta: 10:31:02, time: 0.688, data_time: 0.006, memory: 8343, top1_acc: 0.6547, top5_acc: 0.8504, loss_cls: 1.4399, loss: 1.4399, grad_norm: 4.4526 2020-08-16 01:44:42,462 - mmaction - INFO - Epoch [45][100/940] lr: 1.000e-03, eta: 10:30:46, time: 0.687, data_time: 0.005, memory: 8343, top1_acc: 0.6496, top5_acc: 0.8367, loss_cls: 1.4834, loss: 1.4834, grad_norm: 4.5147 2020-08-16 01:44:56,412 - mmaction - INFO - Epoch [45][120/940] lr: 1.000e-03, eta: 10:30:31, time: 0.695, data_time: 0.006, memory: 8343, top1_acc: 0.6512, top5_acc: 0.8400, loss_cls: 1.4602, loss: 1.4602, grad_norm: 4.4463 2020-08-16 01:45:09,908 - mmaction - INFO - Epoch [45][140/940] lr: 1.000e-03, eta: 10:30:16, time: 0.678, data_time: 0.007, memory: 8343, top1_acc: 0.6439, top5_acc: 0.8350, loss_cls: 1.4817, loss: 1.4817, grad_norm: 4.4843 2020-08-16 01:45:24,028 - mmaction - INFO - Epoch [45][160/940] lr: 1.000e-03, eta: 10:30:01, time: 0.705, data_time: 0.006, memory: 8343, top1_acc: 0.6340, top5_acc: 0.8363, loss_cls: 1.5008, loss: 1.5008, grad_norm: 4.5295 2020-08-16 01:45:39,258 - mmaction - INFO - Epoch [45][180/940] lr: 1.000e-03, eta: 10:29:48, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.6361, top5_acc: 0.8330, loss_cls: 1.5063, loss: 1.5063, grad_norm: 4.5524 2020-08-16 01:45:53,532 - mmaction - INFO - Epoch [45][200/940] lr: 1.000e-03, eta: 10:29:33, time: 0.711, data_time: 0.005, memory: 8343, top1_acc: 0.6572, top5_acc: 0.8473, loss_cls: 1.4312, loss: 1.4312, grad_norm: 4.4716 2020-08-16 01:46:07,067 - mmaction - INFO - Epoch [45][220/940] lr: 1.000e-03, eta: 10:29:18, time: 0.680, data_time: 0.006, memory: 8343, top1_acc: 0.6432, top5_acc: 0.8443, loss_cls: 1.4572, loss: 1.4572, grad_norm: 4.5223 2020-08-16 01:46:22,531 - mmaction - INFO - Epoch [45][240/940] lr: 1.000e-03, eta: 10:29:04, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.6523, top5_acc: 0.8416, loss_cls: 1.4478, loss: 1.4478, grad_norm: 4.4889 2020-08-16 01:46:36,817 - mmaction - INFO - Epoch [45][260/940] lr: 1.000e-03, eta: 10:28:50, time: 0.718, data_time: 0.007, memory: 8343, top1_acc: 0.6492, top5_acc: 0.8453, loss_cls: 1.4585, loss: 1.4585, grad_norm: 4.5263 2020-08-16 01:46:50,289 - mmaction - INFO - Epoch [45][280/940] lr: 1.000e-03, eta: 10:28:34, time: 0.672, data_time: 0.006, memory: 8343, top1_acc: 0.6527, top5_acc: 0.8414, loss_cls: 1.4449, loss: 1.4449, grad_norm: 4.4738 2020-08-16 01:47:03,918 - mmaction - INFO - Epoch [45][300/940] lr: 1.000e-03, eta: 10:28:19, time: 0.683, data_time: 0.005, memory: 8343, top1_acc: 0.6514, top5_acc: 0.8492, loss_cls: 1.4479, loss: 1.4479, grad_norm: 4.5253 2020-08-16 01:47:17,733 - mmaction - INFO - Epoch [45][320/940] lr: 1.000e-03, eta: 10:28:04, time: 0.688, data_time: 0.006, memory: 8343, top1_acc: 0.6451, top5_acc: 0.8496, loss_cls: 1.4654, loss: 1.4654, grad_norm: 4.5545 2020-08-16 01:47:32,513 - mmaction - INFO - Epoch [45][340/940] lr: 1.000e-03, eta: 10:27:50, time: 0.742, data_time: 0.007, memory: 8343, top1_acc: 0.6506, top5_acc: 0.8406, loss_cls: 1.4728, loss: 1.4728, grad_norm: 4.5266 2020-08-16 01:47:46,913 - mmaction - INFO - Epoch [45][360/940] lr: 1.000e-03, eta: 10:27:35, time: 0.720, data_time: 0.006, memory: 8343, top1_acc: 0.6625, top5_acc: 0.8449, loss_cls: 1.4175, loss: 1.4175, grad_norm: 4.3984 2020-08-16 01:48:01,218 - mmaction - INFO - Epoch [45][380/940] lr: 1.000e-03, eta: 10:27:21, time: 0.715, data_time: 0.002, memory: 8343, top1_acc: 0.6555, top5_acc: 0.8504, loss_cls: 1.4425, loss: 1.4425, grad_norm: 4.4762 2020-08-16 01:48:14,789 - mmaction - INFO - Epoch [45][400/940] lr: 1.000e-03, eta: 10:27:05, time: 0.677, data_time: 0.006, memory: 8343, top1_acc: 0.6480, top5_acc: 0.8387, loss_cls: 1.4914, loss: 1.4914, grad_norm: 4.5867 2020-08-16 01:48:28,428 - mmaction - INFO - Epoch [45][420/940] lr: 1.000e-03, eta: 10:26:50, time: 0.684, data_time: 0.006, memory: 8343, top1_acc: 0.6490, top5_acc: 0.8412, loss_cls: 1.4456, loss: 1.4456, grad_norm: 4.4866 2020-08-16 01:48:42,505 - mmaction - INFO - Epoch [45][440/940] lr: 1.000e-03, eta: 10:26:35, time: 0.702, data_time: 0.006, memory: 8343, top1_acc: 0.6475, top5_acc: 0.8447, loss_cls: 1.4644, loss: 1.4644, grad_norm: 4.4827 2020-08-16 01:48:56,965 - mmaction - INFO - Epoch [45][460/940] lr: 1.000e-03, eta: 10:26:21, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.6600, top5_acc: 0.8459, loss_cls: 1.4323, loss: 1.4323, grad_norm: 4.4097 2020-08-16 01:49:11,382 - mmaction - INFO - Epoch [45][480/940] lr: 1.000e-03, eta: 10:26:07, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.6438, top5_acc: 0.8385, loss_cls: 1.4785, loss: 1.4785, grad_norm: 4.5791 2020-08-16 01:49:25,048 - mmaction - INFO - Epoch [45][500/940] lr: 1.000e-03, eta: 10:25:51, time: 0.685, data_time: 0.006, memory: 8343, top1_acc: 0.6459, top5_acc: 0.8400, loss_cls: 1.4608, loss: 1.4608, grad_norm: 4.5231 2020-08-16 01:49:39,594 - mmaction - INFO - Epoch [45][520/940] lr: 1.000e-03, eta: 10:25:37, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.6559, top5_acc: 0.8395, loss_cls: 1.4736, loss: 1.4736, grad_norm: 4.5577 2020-08-16 01:49:54,810 - mmaction - INFO - Epoch [45][540/940] lr: 1.000e-03, eta: 10:25:24, time: 0.759, data_time: 0.007, memory: 8343, top1_acc: 0.6523, top5_acc: 0.8383, loss_cls: 1.4543, loss: 1.4543, grad_norm: 4.4683 2020-08-16 01:50:10,301 - mmaction - INFO - Epoch [45][560/940] lr: 1.000e-03, eta: 10:25:11, time: 0.777, data_time: 0.006, memory: 8343, top1_acc: 0.6557, top5_acc: 0.8502, loss_cls: 1.4125, loss: 1.4125, grad_norm: 4.4587 2020-08-16 01:50:23,425 - mmaction - INFO - Epoch [45][580/940] lr: 1.000e-03, eta: 10:24:55, time: 0.654, data_time: 0.006, memory: 8343, top1_acc: 0.6479, top5_acc: 0.8436, loss_cls: 1.4606, loss: 1.4606, grad_norm: 4.4876 2020-08-16 01:50:37,887 - mmaction - INFO - Epoch [45][600/940] lr: 1.000e-03, eta: 10:24:40, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.6445, top5_acc: 0.8443, loss_cls: 1.4569, loss: 1.4569, grad_norm: 4.5187 2020-08-16 01:50:52,603 - mmaction - INFO - Epoch [45][620/940] lr: 1.000e-03, eta: 10:24:26, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.6373, top5_acc: 0.8334, loss_cls: 1.4985, loss: 1.4985, grad_norm: 4.5262 2020-08-16 01:51:06,438 - mmaction - INFO - Epoch [45][640/940] lr: 1.000e-03, eta: 10:24:11, time: 0.690, data_time: 0.007, memory: 8343, top1_acc: 0.6592, top5_acc: 0.8432, loss_cls: 1.4434, loss: 1.4434, grad_norm: 4.5204 2020-08-16 01:51:20,348 - mmaction - INFO - Epoch [45][660/940] lr: 1.000e-03, eta: 10:23:56, time: 0.697, data_time: 0.005, memory: 8343, top1_acc: 0.6516, top5_acc: 0.8422, loss_cls: 1.4619, loss: 1.4619, grad_norm: 4.5227 2020-08-16 01:51:34,122 - mmaction - INFO - Epoch [45][680/940] lr: 1.000e-03, eta: 10:23:41, time: 0.686, data_time: 0.005, memory: 8343, top1_acc: 0.6463, top5_acc: 0.8408, loss_cls: 1.4638, loss: 1.4638, grad_norm: 4.4884 2020-08-16 01:51:47,775 - mmaction - INFO - Epoch [45][700/940] lr: 1.000e-03, eta: 10:23:26, time: 0.685, data_time: 0.006, memory: 8343, top1_acc: 0.6527, top5_acc: 0.8455, loss_cls: 1.4540, loss: 1.4540, grad_norm: 4.5357 2020-08-16 01:52:01,593 - mmaction - INFO - Epoch [45][720/940] lr: 1.000e-03, eta: 10:23:10, time: 0.690, data_time: 0.006, memory: 8343, top1_acc: 0.6486, top5_acc: 0.8461, loss_cls: 1.4642, loss: 1.4642, grad_norm: 4.5500 2020-08-16 01:52:15,674 - mmaction - INFO - Epoch [45][740/940] lr: 1.000e-03, eta: 10:22:56, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.6352, top5_acc: 0.8262, loss_cls: 1.5362, loss: 1.5362, grad_norm: 4.5912 2020-08-16 01:52:29,772 - mmaction - INFO - Epoch [45][760/940] lr: 1.000e-03, eta: 10:22:41, time: 0.701, data_time: 0.006, memory: 8343, top1_acc: 0.6600, top5_acc: 0.8523, loss_cls: 1.4377, loss: 1.4377, grad_norm: 4.5063 2020-08-16 01:52:43,479 - mmaction - INFO - Epoch [45][780/940] lr: 1.000e-03, eta: 10:22:26, time: 0.689, data_time: 0.007, memory: 8343, top1_acc: 0.6434, top5_acc: 0.8344, loss_cls: 1.5061, loss: 1.5061, grad_norm: 4.5173 2020-08-16 01:52:57,740 - mmaction - INFO - Epoch [45][800/940] lr: 1.000e-03, eta: 10:22:11, time: 0.711, data_time: 0.006, memory: 8343, top1_acc: 0.6529, top5_acc: 0.8412, loss_cls: 1.4573, loss: 1.4573, grad_norm: 4.5276 2020-08-16 01:53:11,224 - mmaction - INFO - Epoch [45][820/940] lr: 1.000e-03, eta: 10:21:56, time: 0.677, data_time: 0.006, memory: 8343, top1_acc: 0.6434, top5_acc: 0.8400, loss_cls: 1.4738, loss: 1.4738, grad_norm: 4.5521 2020-08-16 01:53:24,956 - mmaction - INFO - Epoch [45][840/940] lr: 1.000e-03, eta: 10:21:40, time: 0.684, data_time: 0.006, memory: 8343, top1_acc: 0.6439, top5_acc: 0.8410, loss_cls: 1.4837, loss: 1.4837, grad_norm: 4.5949 2020-08-16 01:53:39,630 - mmaction - INFO - Epoch [45][860/940] lr: 1.000e-03, eta: 10:21:26, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.6383, top5_acc: 0.8422, loss_cls: 1.4978, loss: 1.4978, grad_norm: 4.5462 2020-08-16 01:53:53,196 - mmaction - INFO - Epoch [45][880/940] lr: 1.000e-03, eta: 10:21:11, time: 0.674, data_time: 0.006, memory: 8343, top1_acc: 0.6588, top5_acc: 0.8365, loss_cls: 1.4708, loss: 1.4708, grad_norm: 4.5141 2020-08-16 01:54:07,628 - mmaction - INFO - Epoch [45][900/940] lr: 1.000e-03, eta: 10:20:56, time: 0.725, data_time: 0.007, memory: 8343, top1_acc: 0.6547, top5_acc: 0.8443, loss_cls: 1.4532, loss: 1.4532, grad_norm: 4.5047 2020-08-16 01:54:22,160 - mmaction - INFO - Epoch [45][920/940] lr: 1.000e-03, eta: 10:20:42, time: 0.724, data_time: 0.006, memory: 8343, top1_acc: 0.6391, top5_acc: 0.8314, loss_cls: 1.4971, loss: 1.4971, grad_norm: 4.5462 2020-08-16 01:54:35,279 - mmaction - INFO - Epoch [45][940/940] lr: 1.000e-03, eta: 10:20:26, time: 0.659, data_time: 0.007, memory: 8343, top1_acc: 0.6467, top5_acc: 0.8474, loss_cls: 1.4410, loss: 1.4410, grad_norm: 4.5685 2020-08-16 01:54:35,725 - mmaction - INFO - Saving checkpoint at 45 epochs 2020-08-16 01:54:56,749 - mmaction - INFO - Epoch [46][20/940] lr: 1.000e-03, eta: 10:20:18, time: 0.982, data_time: 0.375, memory: 8343, top1_acc: 0.6686, top5_acc: 0.8490, loss_cls: 1.4081, loss: 1.4081, grad_norm: 4.4317 2020-08-16 01:55:09,496 - mmaction - INFO - Epoch [46][40/940] lr: 1.000e-03, eta: 10:20:02, time: 0.639, data_time: 0.006, memory: 8343, top1_acc: 0.6521, top5_acc: 0.8424, loss_cls: 1.4226, loss: 1.4226, grad_norm: 4.4551 2020-08-16 01:55:23,114 - mmaction - INFO - Epoch [46][60/940] lr: 1.000e-03, eta: 10:19:46, time: 0.678, data_time: 0.005, memory: 8343, top1_acc: 0.6496, top5_acc: 0.8447, loss_cls: 1.4662, loss: 1.4662, grad_norm: 4.5365 2020-08-16 01:55:36,701 - mmaction - INFO - Epoch [46][80/940] lr: 1.000e-03, eta: 10:19:31, time: 0.683, data_time: 0.007, memory: 8343, top1_acc: 0.6523, top5_acc: 0.8387, loss_cls: 1.4717, loss: 1.4717, grad_norm: 4.5460 2020-08-16 01:55:51,018 - mmaction - INFO - Epoch [46][100/940] lr: 1.000e-03, eta: 10:19:17, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.6496, top5_acc: 0.8424, loss_cls: 1.4559, loss: 1.4559, grad_norm: 4.4929 2020-08-16 01:56:05,612 - mmaction - INFO - Epoch [46][120/940] lr: 1.000e-03, eta: 10:19:02, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.6477, top5_acc: 0.8465, loss_cls: 1.4507, loss: 1.4507, grad_norm: 4.5009 2020-08-16 01:56:19,557 - mmaction - INFO - Epoch [46][140/940] lr: 1.000e-03, eta: 10:18:47, time: 0.695, data_time: 0.005, memory: 8343, top1_acc: 0.6461, top5_acc: 0.8408, loss_cls: 1.4628, loss: 1.4628, grad_norm: 4.4707 2020-08-16 01:56:33,784 - mmaction - INFO - Epoch [46][160/940] lr: 1.000e-03, eta: 10:18:33, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.6588, top5_acc: 0.8467, loss_cls: 1.4404, loss: 1.4404, grad_norm: 4.5281 2020-08-16 01:56:48,409 - mmaction - INFO - Epoch [46][180/940] lr: 1.000e-03, eta: 10:18:19, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.6561, top5_acc: 0.8422, loss_cls: 1.4411, loss: 1.4411, grad_norm: 4.4709 2020-08-16 01:57:01,970 - mmaction - INFO - Epoch [46][200/940] lr: 1.000e-03, eta: 10:18:03, time: 0.682, data_time: 0.007, memory: 8343, top1_acc: 0.6502, top5_acc: 0.8438, loss_cls: 1.4494, loss: 1.4494, grad_norm: 4.5825 2020-08-16 01:57:16,323 - mmaction - INFO - Epoch [46][220/940] lr: 1.000e-03, eta: 10:17:49, time: 0.715, data_time: 0.004, memory: 8343, top1_acc: 0.6523, top5_acc: 0.8479, loss_cls: 1.4247, loss: 1.4247, grad_norm: 4.4979 2020-08-16 01:57:29,761 - mmaction - INFO - Epoch [46][240/940] lr: 1.000e-03, eta: 10:17:33, time: 0.674, data_time: 0.005, memory: 8343, top1_acc: 0.6535, top5_acc: 0.8465, loss_cls: 1.4929, loss: 1.4929, grad_norm: 4.5955 2020-08-16 01:57:43,427 - mmaction - INFO - Epoch [46][260/940] lr: 1.000e-03, eta: 10:17:18, time: 0.681, data_time: 0.005, memory: 8343, top1_acc: 0.6559, top5_acc: 0.8510, loss_cls: 1.4299, loss: 1.4299, grad_norm: 4.5794 2020-08-16 01:57:57,265 - mmaction - INFO - Epoch [46][280/940] lr: 1.000e-03, eta: 10:17:03, time: 0.694, data_time: 0.006, memory: 8343, top1_acc: 0.6438, top5_acc: 0.8391, loss_cls: 1.4766, loss: 1.4766, grad_norm: 4.6253 2020-08-16 01:58:11,028 - mmaction - INFO - Epoch [46][300/940] lr: 1.000e-03, eta: 10:16:48, time: 0.686, data_time: 0.006, memory: 8343, top1_acc: 0.6443, top5_acc: 0.8459, loss_cls: 1.4235, loss: 1.4235, grad_norm: 4.5033 2020-08-16 01:58:24,929 - mmaction - INFO - Epoch [46][320/940] lr: 1.000e-03, eta: 10:16:33, time: 0.698, data_time: 0.006, memory: 8343, top1_acc: 0.6383, top5_acc: 0.8387, loss_cls: 1.4873, loss: 1.4873, grad_norm: 4.5794 2020-08-16 01:58:39,072 - mmaction - INFO - Epoch [46][340/940] lr: 1.000e-03, eta: 10:16:18, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.6576, top5_acc: 0.8508, loss_cls: 1.4363, loss: 1.4363, grad_norm: 4.5584 2020-08-16 01:58:53,006 - mmaction - INFO - Epoch [46][360/940] lr: 1.000e-03, eta: 10:16:03, time: 0.699, data_time: 0.005, memory: 8343, top1_acc: 0.6521, top5_acc: 0.8365, loss_cls: 1.4521, loss: 1.4521, grad_norm: 4.5801 2020-08-16 01:59:07,349 - mmaction - INFO - Epoch [46][380/940] lr: 1.000e-03, eta: 10:15:49, time: 0.715, data_time: 0.005, memory: 8343, top1_acc: 0.6533, top5_acc: 0.8387, loss_cls: 1.4418, loss: 1.4418, grad_norm: 4.4833 2020-08-16 01:59:21,303 - mmaction - INFO - Epoch [46][400/940] lr: 1.000e-03, eta: 10:15:34, time: 0.699, data_time: 0.006, memory: 8343, top1_acc: 0.6445, top5_acc: 0.8350, loss_cls: 1.4915, loss: 1.4915, grad_norm: 4.5726 2020-08-16 01:59:35,817 - mmaction - INFO - Epoch [46][420/940] lr: 1.000e-03, eta: 10:15:19, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.6648, top5_acc: 0.8566, loss_cls: 1.3971, loss: 1.3971, grad_norm: 4.4575 2020-08-16 01:59:49,281 - mmaction - INFO - Epoch [46][440/940] lr: 1.000e-03, eta: 10:15:04, time: 0.676, data_time: 0.007, memory: 8343, top1_acc: 0.6434, top5_acc: 0.8379, loss_cls: 1.4729, loss: 1.4729, grad_norm: 4.6030 2020-08-16 02:00:03,038 - mmaction - INFO - Epoch [46][460/940] lr: 1.000e-03, eta: 10:14:49, time: 0.688, data_time: 0.006, memory: 8343, top1_acc: 0.6566, top5_acc: 0.8447, loss_cls: 1.4284, loss: 1.4284, grad_norm: 4.5235 2020-08-16 02:00:17,957 - mmaction - INFO - Epoch [46][480/940] lr: 1.000e-03, eta: 10:14:35, time: 0.736, data_time: 0.003, memory: 8343, top1_acc: 0.6482, top5_acc: 0.8451, loss_cls: 1.4465, loss: 1.4465, grad_norm: 4.6191 2020-08-16 02:00:32,425 - mmaction - INFO - Epoch [46][500/940] lr: 1.000e-03, eta: 10:14:21, time: 0.730, data_time: 0.026, memory: 8343, top1_acc: 0.6467, top5_acc: 0.8467, loss_cls: 1.4404, loss: 1.4404, grad_norm: 4.5725 2020-08-16 02:00:45,695 - mmaction - INFO - Epoch [46][520/940] lr: 1.000e-03, eta: 10:14:05, time: 0.667, data_time: 0.008, memory: 8343, top1_acc: 0.6547, top5_acc: 0.8473, loss_cls: 1.4253, loss: 1.4253, grad_norm: 4.4891 2020-08-16 02:01:00,299 - mmaction - INFO - Epoch [46][540/940] lr: 1.000e-03, eta: 10:13:51, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.6461, top5_acc: 0.8336, loss_cls: 1.4975, loss: 1.4975, grad_norm: 4.6344 2020-08-16 02:01:14,055 - mmaction - INFO - Epoch [46][560/940] lr: 1.000e-03, eta: 10:13:36, time: 0.690, data_time: 0.006, memory: 8343, top1_acc: 0.6525, top5_acc: 0.8414, loss_cls: 1.4515, loss: 1.4515, grad_norm: 4.5315 2020-08-16 02:01:27,786 - mmaction - INFO - Epoch [46][580/940] lr: 1.000e-03, eta: 10:13:20, time: 0.684, data_time: 0.006, memory: 8343, top1_acc: 0.6523, top5_acc: 0.8463, loss_cls: 1.4551, loss: 1.4551, grad_norm: 4.6409 2020-08-16 02:01:42,234 - mmaction - INFO - Epoch [46][600/940] lr: 1.000e-03, eta: 10:13:06, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.6543, top5_acc: 0.8486, loss_cls: 1.4288, loss: 1.4288, grad_norm: 4.4975 2020-08-16 02:01:57,233 - mmaction - INFO - Epoch [46][620/940] lr: 1.000e-03, eta: 10:12:52, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.6400, top5_acc: 0.8436, loss_cls: 1.4939, loss: 1.4939, grad_norm: 4.6457 2020-08-16 02:02:11,078 - mmaction - INFO - Epoch [46][640/940] lr: 1.000e-03, eta: 10:12:37, time: 0.694, data_time: 0.007, memory: 8343, top1_acc: 0.6479, top5_acc: 0.8393, loss_cls: 1.4733, loss: 1.4733, grad_norm: 4.5196 2020-08-16 02:02:25,228 - mmaction - INFO - Epoch [46][660/940] lr: 1.000e-03, eta: 10:12:23, time: 0.705, data_time: 0.007, memory: 8343, top1_acc: 0.6498, top5_acc: 0.8385, loss_cls: 1.4655, loss: 1.4655, grad_norm: 4.5343 2020-08-16 02:02:38,670 - mmaction - INFO - Epoch [46][680/940] lr: 1.000e-03, eta: 10:12:07, time: 0.675, data_time: 0.006, memory: 8343, top1_acc: 0.6484, top5_acc: 0.8346, loss_cls: 1.4872, loss: 1.4872, grad_norm: 4.5977 2020-08-16 02:02:52,483 - mmaction - INFO - Epoch [46][700/940] lr: 1.000e-03, eta: 10:11:52, time: 0.689, data_time: 0.005, memory: 8343, top1_acc: 0.6432, top5_acc: 0.8355, loss_cls: 1.4735, loss: 1.4735, grad_norm: 4.5396 2020-08-16 02:03:06,380 - mmaction - INFO - Epoch [46][720/940] lr: 1.000e-03, eta: 10:11:37, time: 0.696, data_time: 0.005, memory: 8343, top1_acc: 0.6514, top5_acc: 0.8420, loss_cls: 1.4432, loss: 1.4432, grad_norm: 4.5690 2020-08-16 02:03:20,418 - mmaction - INFO - Epoch [46][740/940] lr: 1.000e-03, eta: 10:11:22, time: 0.699, data_time: 0.006, memory: 8343, top1_acc: 0.6551, top5_acc: 0.8516, loss_cls: 1.4412, loss: 1.4412, grad_norm: 4.5659 2020-08-16 02:03:35,421 - mmaction - INFO - Epoch [46][760/940] lr: 1.000e-03, eta: 10:11:08, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.6662, top5_acc: 0.8506, loss_cls: 1.3993, loss: 1.3993, grad_norm: 4.3892 2020-08-16 02:03:48,813 - mmaction - INFO - Epoch [46][780/940] lr: 1.000e-03, eta: 10:10:53, time: 0.668, data_time: 0.007, memory: 8343, top1_acc: 0.6385, top5_acc: 0.8420, loss_cls: 1.4727, loss: 1.4727, grad_norm: 4.6468 2020-08-16 02:04:02,419 - mmaction - INFO - Epoch [46][800/940] lr: 1.000e-03, eta: 10:10:38, time: 0.683, data_time: 0.006, memory: 8343, top1_acc: 0.6525, top5_acc: 0.8471, loss_cls: 1.4343, loss: 1.4343, grad_norm: 4.5646 2020-08-16 02:04:17,520 - mmaction - INFO - Epoch [46][820/940] lr: 1.000e-03, eta: 10:10:24, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.6564, top5_acc: 0.8482, loss_cls: 1.4054, loss: 1.4054, grad_norm: 4.4648 2020-08-16 02:04:31,469 - mmaction - INFO - Epoch [46][840/940] lr: 1.000e-03, eta: 10:10:09, time: 0.700, data_time: 0.006, memory: 8343, top1_acc: 0.6469, top5_acc: 0.8379, loss_cls: 1.4736, loss: 1.4736, grad_norm: 4.6302 2020-08-16 02:04:47,342 - mmaction - INFO - Epoch [46][860/940] lr: 1.000e-03, eta: 10:09:56, time: 0.793, data_time: 0.006, memory: 8343, top1_acc: 0.6482, top5_acc: 0.8396, loss_cls: 1.4739, loss: 1.4739, grad_norm: 4.6700 2020-08-16 02:05:00,532 - mmaction - INFO - Epoch [46][880/940] lr: 1.000e-03, eta: 10:09:41, time: 0.658, data_time: 0.007, memory: 8343, top1_acc: 0.6500, top5_acc: 0.8451, loss_cls: 1.4550, loss: 1.4550, grad_norm: 4.6062 2020-08-16 02:05:14,311 - mmaction - INFO - Epoch [46][900/940] lr: 1.000e-03, eta: 10:09:25, time: 0.691, data_time: 0.005, memory: 8343, top1_acc: 0.6443, top5_acc: 0.8430, loss_cls: 1.4839, loss: 1.4839, grad_norm: 4.6545 2020-08-16 02:05:28,008 - mmaction - INFO - Epoch [46][920/940] lr: 1.000e-03, eta: 10:09:10, time: 0.684, data_time: 0.005, memory: 8343, top1_acc: 0.6463, top5_acc: 0.8473, loss_cls: 1.4545, loss: 1.4545, grad_norm: 4.6179 2020-08-16 02:05:41,435 - mmaction - INFO - Epoch [46][940/940] lr: 1.000e-03, eta: 10:08:55, time: 0.673, data_time: 0.005, memory: 8343, top1_acc: 0.6549, top5_acc: 0.8364, loss_cls: 1.4742, loss: 1.4742, grad_norm: 4.5860 2020-08-16 02:06:06,401 - mmaction - INFO - Epoch [47][20/940] lr: 1.000e-03, eta: 10:08:52, time: 1.223, data_time: 0.576, memory: 8343, top1_acc: 0.6480, top5_acc: 0.8463, loss_cls: 1.4498, loss: 1.4498, grad_norm: 4.5645 2020-08-16 02:06:18,866 - mmaction - INFO - Epoch [47][40/940] lr: 1.000e-03, eta: 10:08:35, time: 0.625, data_time: 0.006, memory: 8343, top1_acc: 0.6500, top5_acc: 0.8408, loss_cls: 1.4643, loss: 1.4643, grad_norm: 4.5832 2020-08-16 02:06:32,213 - mmaction - INFO - Epoch [47][60/940] lr: 1.000e-03, eta: 10:08:20, time: 0.667, data_time: 0.005, memory: 8343, top1_acc: 0.6582, top5_acc: 0.8537, loss_cls: 1.4263, loss: 1.4263, grad_norm: 4.5645 2020-08-16 02:06:45,805 - mmaction - INFO - Epoch [47][80/940] lr: 1.000e-03, eta: 10:08:05, time: 0.680, data_time: 0.003, memory: 8343, top1_acc: 0.6504, top5_acc: 0.8404, loss_cls: 1.4724, loss: 1.4724, grad_norm: 4.6350 2020-08-16 02:06:59,411 - mmaction - INFO - Epoch [47][100/940] lr: 1.000e-03, eta: 10:07:49, time: 0.678, data_time: 0.006, memory: 8343, top1_acc: 0.6572, top5_acc: 0.8504, loss_cls: 1.4115, loss: 1.4115, grad_norm: 4.5440 2020-08-16 02:07:14,037 - mmaction - INFO - Epoch [47][120/940] lr: 1.000e-03, eta: 10:07:35, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.6469, top5_acc: 0.8410, loss_cls: 1.4724, loss: 1.4724, grad_norm: 4.6273 2020-08-16 02:07:27,539 - mmaction - INFO - Epoch [47][140/940] lr: 1.000e-03, eta: 10:07:20, time: 0.674, data_time: 0.007, memory: 8343, top1_acc: 0.6539, top5_acc: 0.8398, loss_cls: 1.4478, loss: 1.4478, grad_norm: 4.4583 2020-08-16 02:07:41,745 - mmaction - INFO - Epoch [47][160/940] lr: 1.000e-03, eta: 10:07:05, time: 0.713, data_time: 0.007, memory: 8343, top1_acc: 0.6490, top5_acc: 0.8492, loss_cls: 1.4345, loss: 1.4345, grad_norm: 4.5622 2020-08-16 02:07:55,192 - mmaction - INFO - Epoch [47][180/940] lr: 1.000e-03, eta: 10:06:49, time: 0.672, data_time: 0.006, memory: 8343, top1_acc: 0.6566, top5_acc: 0.8422, loss_cls: 1.4302, loss: 1.4302, grad_norm: 4.4939 2020-08-16 02:08:09,498 - mmaction - INFO - Epoch [47][200/940] lr: 1.000e-03, eta: 10:06:35, time: 0.715, data_time: 0.002, memory: 8343, top1_acc: 0.6564, top5_acc: 0.8404, loss_cls: 1.4482, loss: 1.4482, grad_norm: 4.5199 2020-08-16 02:08:24,626 - mmaction - INFO - Epoch [47][220/940] lr: 1.000e-03, eta: 10:06:21, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.6568, top5_acc: 0.8449, loss_cls: 1.4427, loss: 1.4427, grad_norm: 4.4509 2020-08-16 02:08:37,904 - mmaction - INFO - Epoch [47][240/940] lr: 1.000e-03, eta: 10:06:06, time: 0.666, data_time: 0.006, memory: 8343, top1_acc: 0.6670, top5_acc: 0.8494, loss_cls: 1.3995, loss: 1.3995, grad_norm: 4.5178 2020-08-16 02:08:51,677 - mmaction - INFO - Epoch [47][260/940] lr: 1.000e-03, eta: 10:05:51, time: 0.686, data_time: 0.006, memory: 8343, top1_acc: 0.6367, top5_acc: 0.8393, loss_cls: 1.4923, loss: 1.4923, grad_norm: 4.6222 2020-08-16 02:09:07,501 - mmaction - INFO - Epoch [47][280/940] lr: 1.000e-03, eta: 10:05:38, time: 0.793, data_time: 0.006, memory: 8343, top1_acc: 0.6520, top5_acc: 0.8420, loss_cls: 1.4683, loss: 1.4683, grad_norm: 4.4945 2020-08-16 02:09:21,109 - mmaction - INFO - Epoch [47][300/940] lr: 1.000e-03, eta: 10:05:23, time: 0.678, data_time: 0.006, memory: 8343, top1_acc: 0.6600, top5_acc: 0.8531, loss_cls: 1.3874, loss: 1.3874, grad_norm: 4.5072 2020-08-16 02:09:34,478 - mmaction - INFO - Epoch [47][320/940] lr: 1.000e-03, eta: 10:05:07, time: 0.671, data_time: 0.006, memory: 8343, top1_acc: 0.6551, top5_acc: 0.8479, loss_cls: 1.4331, loss: 1.4331, grad_norm: 4.5769 2020-08-16 02:09:49,598 - mmaction - INFO - Epoch [47][340/940] lr: 1.000e-03, eta: 10:04:53, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.6695, top5_acc: 0.8518, loss_cls: 1.3945, loss: 1.3945, grad_norm: 4.4241 2020-08-16 02:10:04,358 - mmaction - INFO - Epoch [47][360/940] lr: 1.000e-03, eta: 10:04:39, time: 0.741, data_time: 0.007, memory: 8343, top1_acc: 0.6436, top5_acc: 0.8422, loss_cls: 1.4695, loss: 1.4695, grad_norm: 4.6087 2020-08-16 02:10:17,482 - mmaction - INFO - Epoch [47][380/940] lr: 1.000e-03, eta: 10:04:24, time: 0.656, data_time: 0.002, memory: 8343, top1_acc: 0.6459, top5_acc: 0.8414, loss_cls: 1.4682, loss: 1.4682, grad_norm: 4.5937 2020-08-16 02:10:31,206 - mmaction - INFO - Epoch [47][400/940] lr: 1.000e-03, eta: 10:04:08, time: 0.683, data_time: 0.005, memory: 8343, top1_acc: 0.6482, top5_acc: 0.8479, loss_cls: 1.4272, loss: 1.4272, grad_norm: 4.5775 2020-08-16 02:10:45,967 - mmaction - INFO - Epoch [47][420/940] lr: 1.000e-03, eta: 10:03:54, time: 0.741, data_time: 0.007, memory: 8343, top1_acc: 0.6564, top5_acc: 0.8367, loss_cls: 1.4708, loss: 1.4708, grad_norm: 4.5491 2020-08-16 02:11:00,384 - mmaction - INFO - Epoch [47][440/940] lr: 1.000e-03, eta: 10:03:40, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.6480, top5_acc: 0.8443, loss_cls: 1.4547, loss: 1.4547, grad_norm: 4.5742 2020-08-16 02:11:13,604 - mmaction - INFO - Epoch [47][460/940] lr: 1.000e-03, eta: 10:03:24, time: 0.664, data_time: 0.006, memory: 8343, top1_acc: 0.6559, top5_acc: 0.8449, loss_cls: 1.4269, loss: 1.4269, grad_norm: 4.5353 2020-08-16 02:11:27,323 - mmaction - INFO - Epoch [47][480/940] lr: 1.000e-03, eta: 10:03:09, time: 0.684, data_time: 0.005, memory: 8343, top1_acc: 0.6537, top5_acc: 0.8473, loss_cls: 1.4398, loss: 1.4398, grad_norm: 4.5325 2020-08-16 02:11:41,381 - mmaction - INFO - Epoch [47][500/940] lr: 1.000e-03, eta: 10:02:54, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.6438, top5_acc: 0.8402, loss_cls: 1.4750, loss: 1.4750, grad_norm: 4.6295 2020-08-16 02:11:55,004 - mmaction - INFO - Epoch [47][520/940] lr: 1.000e-03, eta: 10:02:39, time: 0.680, data_time: 0.006, memory: 8343, top1_acc: 0.6533, top5_acc: 0.8387, loss_cls: 1.4620, loss: 1.4620, grad_norm: 4.5435 2020-08-16 02:12:08,840 - mmaction - INFO - Epoch [47][540/940] lr: 1.000e-03, eta: 10:02:24, time: 0.693, data_time: 0.005, memory: 8343, top1_acc: 0.6564, top5_acc: 0.8490, loss_cls: 1.4318, loss: 1.4318, grad_norm: 4.5730 2020-08-16 02:12:22,605 - mmaction - INFO - Epoch [47][560/940] lr: 1.000e-03, eta: 10:02:09, time: 0.687, data_time: 0.006, memory: 8343, top1_acc: 0.6549, top5_acc: 0.8479, loss_cls: 1.4198, loss: 1.4198, grad_norm: 4.4856 2020-08-16 02:12:36,372 - mmaction - INFO - Epoch [47][580/940] lr: 1.000e-03, eta: 10:01:54, time: 0.690, data_time: 0.005, memory: 8343, top1_acc: 0.6447, top5_acc: 0.8402, loss_cls: 1.4525, loss: 1.4525, grad_norm: 4.6466 2020-08-16 02:12:49,928 - mmaction - INFO - Epoch [47][600/940] lr: 1.000e-03, eta: 10:01:38, time: 0.678, data_time: 0.005, memory: 8343, top1_acc: 0.6562, top5_acc: 0.8506, loss_cls: 1.4241, loss: 1.4241, grad_norm: 4.6237 2020-08-16 02:13:05,415 - mmaction - INFO - Epoch [47][620/940] lr: 1.000e-03, eta: 10:01:25, time: 0.772, data_time: 0.007, memory: 8343, top1_acc: 0.6469, top5_acc: 0.8455, loss_cls: 1.4640, loss: 1.4640, grad_norm: 4.6347 2020-08-16 02:13:19,743 - mmaction - INFO - Epoch [47][640/940] lr: 1.000e-03, eta: 10:01:11, time: 0.719, data_time: 0.006, memory: 8343, top1_acc: 0.6541, top5_acc: 0.8492, loss_cls: 1.4327, loss: 1.4327, grad_norm: 4.5693 2020-08-16 02:13:33,583 - mmaction - INFO - Epoch [47][660/940] lr: 1.000e-03, eta: 10:00:56, time: 0.691, data_time: 0.006, memory: 8343, top1_acc: 0.6596, top5_acc: 0.8527, loss_cls: 1.4091, loss: 1.4091, grad_norm: 4.5347 2020-08-16 02:13:47,163 - mmaction - INFO - Epoch [47][680/940] lr: 1.000e-03, eta: 10:00:40, time: 0.680, data_time: 0.005, memory: 8343, top1_acc: 0.6557, top5_acc: 0.8480, loss_cls: 1.4158, loss: 1.4158, grad_norm: 4.5837 2020-08-16 02:14:01,577 - mmaction - INFO - Epoch [47][700/940] lr: 1.000e-03, eta: 10:00:26, time: 0.717, data_time: 0.006, memory: 8343, top1_acc: 0.6635, top5_acc: 0.8449, loss_cls: 1.4220, loss: 1.4220, grad_norm: 4.5599 2020-08-16 02:14:15,234 - mmaction - INFO - Epoch [47][720/940] lr: 1.000e-03, eta: 10:00:11, time: 0.686, data_time: 0.007, memory: 8343, top1_acc: 0.6473, top5_acc: 0.8391, loss_cls: 1.4556, loss: 1.4556, grad_norm: 4.6801 2020-08-16 02:14:29,264 - mmaction - INFO - Epoch [47][740/940] lr: 1.000e-03, eta: 9:59:56, time: 0.699, data_time: 0.005, memory: 8343, top1_acc: 0.6551, top5_acc: 0.8418, loss_cls: 1.4443, loss: 1.4443, grad_norm: 4.5930 2020-08-16 02:14:42,880 - mmaction - INFO - Epoch [47][760/940] lr: 1.000e-03, eta: 9:59:41, time: 0.683, data_time: 0.006, memory: 8343, top1_acc: 0.6533, top5_acc: 0.8520, loss_cls: 1.4002, loss: 1.4002, grad_norm: 4.5646 2020-08-16 02:14:58,851 - mmaction - INFO - Epoch [47][780/940] lr: 1.000e-03, eta: 9:59:28, time: 0.799, data_time: 0.006, memory: 8343, top1_acc: 0.6557, top5_acc: 0.8449, loss_cls: 1.4439, loss: 1.4439, grad_norm: 4.6216 2020-08-16 02:15:12,703 - mmaction - INFO - Epoch [47][800/940] lr: 1.000e-03, eta: 9:59:13, time: 0.693, data_time: 0.002, memory: 8343, top1_acc: 0.6402, top5_acc: 0.8465, loss_cls: 1.4543, loss: 1.4543, grad_norm: 4.6347 2020-08-16 02:15:26,253 - mmaction - INFO - Epoch [47][820/940] lr: 1.000e-03, eta: 9:58:58, time: 0.675, data_time: 0.005, memory: 8343, top1_acc: 0.6428, top5_acc: 0.8496, loss_cls: 1.4618, loss: 1.4618, grad_norm: 4.6613 2020-08-16 02:15:40,505 - mmaction - INFO - Epoch [47][840/940] lr: 1.000e-03, eta: 9:58:43, time: 0.715, data_time: 0.006, memory: 8343, top1_acc: 0.6672, top5_acc: 0.8525, loss_cls: 1.3661, loss: 1.3661, grad_norm: 4.4734 2020-08-16 02:15:54,380 - mmaction - INFO - Epoch [47][860/940] lr: 1.000e-03, eta: 9:58:28, time: 0.691, data_time: 0.005, memory: 8343, top1_acc: 0.6502, top5_acc: 0.8451, loss_cls: 1.4367, loss: 1.4367, grad_norm: 4.6095 2020-08-16 02:16:08,001 - mmaction - INFO - Epoch [47][880/940] lr: 1.000e-03, eta: 9:58:13, time: 0.684, data_time: 0.006, memory: 8343, top1_acc: 0.6547, top5_acc: 0.8443, loss_cls: 1.4524, loss: 1.4524, grad_norm: 4.6100 2020-08-16 02:16:23,036 - mmaction - INFO - Epoch [47][900/940] lr: 1.000e-03, eta: 9:57:59, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.6557, top5_acc: 0.8457, loss_cls: 1.4173, loss: 1.4173, grad_norm: 4.5164 2020-08-16 02:16:37,365 - mmaction - INFO - Epoch [47][920/940] lr: 1.000e-03, eta: 9:57:45, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.6590, top5_acc: 0.8559, loss_cls: 1.4085, loss: 1.4085, grad_norm: 4.5481 2020-08-16 02:16:50,055 - mmaction - INFO - Epoch [47][940/940] lr: 1.000e-03, eta: 9:57:29, time: 0.633, data_time: 0.007, memory: 8343, top1_acc: 0.6549, top5_acc: 0.8476, loss_cls: 1.4401, loss: 1.4401, grad_norm: 4.6543 2020-08-16 02:17:11,412 - mmaction - INFO - Epoch [48][20/940] lr: 1.000e-03, eta: 9:57:21, time: 1.043, data_time: 0.430, memory: 8343, top1_acc: 0.6535, top5_acc: 0.8441, loss_cls: 1.4353, loss: 1.4353, grad_norm: 4.5814 2020-08-16 02:17:24,485 - mmaction - INFO - Epoch [48][40/940] lr: 1.000e-03, eta: 9:57:06, time: 0.652, data_time: 0.006, memory: 8343, top1_acc: 0.6484, top5_acc: 0.8434, loss_cls: 1.4591, loss: 1.4591, grad_norm: 4.6349 2020-08-16 02:17:39,923 - mmaction - INFO - Epoch [48][60/940] lr: 1.000e-03, eta: 9:56:52, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.6604, top5_acc: 0.8537, loss_cls: 1.4085, loss: 1.4085, grad_norm: 4.5214 2020-08-16 02:17:53,392 - mmaction - INFO - Epoch [48][80/940] lr: 1.000e-03, eta: 9:56:37, time: 0.673, data_time: 0.006, memory: 8343, top1_acc: 0.6533, top5_acc: 0.8461, loss_cls: 1.4364, loss: 1.4364, grad_norm: 4.5706 2020-08-16 02:18:08,200 - mmaction - INFO - Epoch [48][100/940] lr: 1.000e-03, eta: 9:56:23, time: 0.740, data_time: 0.002, memory: 8343, top1_acc: 0.6723, top5_acc: 0.8502, loss_cls: 1.3773, loss: 1.3773, grad_norm: 4.4992 2020-08-16 02:18:22,147 - mmaction - INFO - Epoch [48][120/940] lr: 1.000e-03, eta: 9:56:08, time: 0.698, data_time: 0.006, memory: 8343, top1_acc: 0.6461, top5_acc: 0.8365, loss_cls: 1.4719, loss: 1.4719, grad_norm: 4.7380 2020-08-16 02:18:37,198 - mmaction - INFO - Epoch [48][140/940] lr: 1.000e-03, eta: 9:55:54, time: 0.752, data_time: 0.004, memory: 8343, top1_acc: 0.6520, top5_acc: 0.8457, loss_cls: 1.4422, loss: 1.4422, grad_norm: 4.6414 2020-08-16 02:18:50,760 - mmaction - INFO - Epoch [48][160/940] lr: 1.000e-03, eta: 9:55:39, time: 0.674, data_time: 0.007, memory: 8343, top1_acc: 0.6535, top5_acc: 0.8400, loss_cls: 1.4561, loss: 1.4561, grad_norm: 4.6046 2020-08-16 02:19:04,302 - mmaction - INFO - Epoch [48][180/940] lr: 1.000e-03, eta: 9:55:24, time: 0.681, data_time: 0.008, memory: 8343, top1_acc: 0.6539, top5_acc: 0.8521, loss_cls: 1.4096, loss: 1.4096, grad_norm: 4.5865 2020-08-16 02:19:18,669 - mmaction - INFO - Epoch [48][200/940] lr: 1.000e-03, eta: 9:55:09, time: 0.716, data_time: 0.006, memory: 8343, top1_acc: 0.6576, top5_acc: 0.8459, loss_cls: 1.4380, loss: 1.4380, grad_norm: 4.5766 2020-08-16 02:19:32,216 - mmaction - INFO - Epoch [48][220/940] lr: 1.000e-03, eta: 9:54:54, time: 0.680, data_time: 0.006, memory: 8343, top1_acc: 0.6494, top5_acc: 0.8410, loss_cls: 1.4569, loss: 1.4569, grad_norm: 4.5633 2020-08-16 02:19:46,474 - mmaction - INFO - Epoch [48][240/940] lr: 1.000e-03, eta: 9:54:39, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.6512, top5_acc: 0.8502, loss_cls: 1.4278, loss: 1.4278, grad_norm: 4.5979 2020-08-16 02:20:00,338 - mmaction - INFO - Epoch [48][260/940] lr: 1.000e-03, eta: 9:54:24, time: 0.694, data_time: 0.005, memory: 8343, top1_acc: 0.6387, top5_acc: 0.8361, loss_cls: 1.4694, loss: 1.4694, grad_norm: 4.6589 2020-08-16 02:20:14,053 - mmaction - INFO - Epoch [48][280/940] lr: 1.000e-03, eta: 9:54:09, time: 0.685, data_time: 0.006, memory: 8343, top1_acc: 0.6607, top5_acc: 0.8430, loss_cls: 1.4453, loss: 1.4453, grad_norm: 4.6300 2020-08-16 02:20:27,937 - mmaction - INFO - Epoch [48][300/940] lr: 1.000e-03, eta: 9:53:54, time: 0.695, data_time: 0.005, memory: 8343, top1_acc: 0.6555, top5_acc: 0.8516, loss_cls: 1.4070, loss: 1.4070, grad_norm: 4.6270 2020-08-16 02:20:42,634 - mmaction - INFO - Epoch [48][320/940] lr: 1.000e-03, eta: 9:53:40, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.6539, top5_acc: 0.8453, loss_cls: 1.4328, loss: 1.4328, grad_norm: 4.5777 2020-08-16 02:20:56,183 - mmaction - INFO - Epoch [48][340/940] lr: 1.000e-03, eta: 9:53:25, time: 0.679, data_time: 0.005, memory: 8343, top1_acc: 0.6469, top5_acc: 0.8482, loss_cls: 1.4499, loss: 1.4499, grad_norm: 4.6949 2020-08-16 02:21:09,852 - mmaction - INFO - Epoch [48][360/940] lr: 1.000e-03, eta: 9:53:10, time: 0.681, data_time: 0.005, memory: 8343, top1_acc: 0.6580, top5_acc: 0.8496, loss_cls: 1.4248, loss: 1.4248, grad_norm: 4.6114 2020-08-16 02:21:24,480 - mmaction - INFO - Epoch [48][380/940] lr: 1.000e-03, eta: 9:52:56, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.6506, top5_acc: 0.8436, loss_cls: 1.4474, loss: 1.4474, grad_norm: 4.6470 2020-08-16 02:21:38,282 - mmaction - INFO - Epoch [48][400/940] lr: 1.000e-03, eta: 9:52:41, time: 0.689, data_time: 0.006, memory: 8343, top1_acc: 0.6615, top5_acc: 0.8461, loss_cls: 1.4211, loss: 1.4211, grad_norm: 4.6037 2020-08-16 02:21:52,162 - mmaction - INFO - Epoch [48][420/940] lr: 1.000e-03, eta: 9:52:26, time: 0.696, data_time: 0.005, memory: 8343, top1_acc: 0.6520, top5_acc: 0.8441, loss_cls: 1.4485, loss: 1.4485, grad_norm: 4.6661 2020-08-16 02:22:06,655 - mmaction - INFO - Epoch [48][440/940] lr: 1.000e-03, eta: 9:52:11, time: 0.721, data_time: 0.007, memory: 8343, top1_acc: 0.6660, top5_acc: 0.8520, loss_cls: 1.4089, loss: 1.4089, grad_norm: 4.5821 2020-08-16 02:22:20,251 - mmaction - INFO - Epoch [48][460/940] lr: 1.000e-03, eta: 9:51:56, time: 0.684, data_time: 0.007, memory: 8343, top1_acc: 0.6545, top5_acc: 0.8434, loss_cls: 1.4520, loss: 1.4520, grad_norm: 4.6209 2020-08-16 02:22:34,085 - mmaction - INFO - Epoch [48][480/940] lr: 1.000e-03, eta: 9:51:41, time: 0.692, data_time: 0.002, memory: 8343, top1_acc: 0.6551, top5_acc: 0.8441, loss_cls: 1.4374, loss: 1.4374, grad_norm: 4.6683 2020-08-16 02:22:48,538 - mmaction - INFO - Epoch [48][500/940] lr: 1.000e-03, eta: 9:51:27, time: 0.723, data_time: 0.006, memory: 8343, top1_acc: 0.6477, top5_acc: 0.8447, loss_cls: 1.4523, loss: 1.4523, grad_norm: 4.6396 2020-08-16 02:23:02,126 - mmaction - INFO - Epoch [48][520/940] lr: 1.000e-03, eta: 9:51:11, time: 0.677, data_time: 0.006, memory: 8343, top1_acc: 0.6641, top5_acc: 0.8500, loss_cls: 1.3910, loss: 1.3910, grad_norm: 4.5672 2020-08-16 02:23:15,701 - mmaction - INFO - Epoch [48][540/940] lr: 1.000e-03, eta: 9:50:56, time: 0.681, data_time: 0.005, memory: 8343, top1_acc: 0.6512, top5_acc: 0.8408, loss_cls: 1.4745, loss: 1.4745, grad_norm: 4.7131 2020-08-16 02:23:29,936 - mmaction - INFO - Epoch [48][560/940] lr: 1.000e-03, eta: 9:50:42, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.6529, top5_acc: 0.8516, loss_cls: 1.4341, loss: 1.4341, grad_norm: 4.6502 2020-08-16 02:23:43,846 - mmaction - INFO - Epoch [48][580/940] lr: 1.000e-03, eta: 9:50:27, time: 0.698, data_time: 0.006, memory: 8343, top1_acc: 0.6502, top5_acc: 0.8377, loss_cls: 1.4741, loss: 1.4741, grad_norm: 4.6199 2020-08-16 02:23:58,739 - mmaction - INFO - Epoch [48][600/940] lr: 1.000e-03, eta: 9:50:13, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.6508, top5_acc: 0.8438, loss_cls: 1.4545, loss: 1.4545, grad_norm: 4.6660 2020-08-16 02:24:13,393 - mmaction - INFO - Epoch [48][620/940] lr: 1.000e-03, eta: 9:49:59, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.6500, top5_acc: 0.8416, loss_cls: 1.4585, loss: 1.4585, grad_norm: 4.6955 2020-08-16 02:24:26,839 - mmaction - INFO - Epoch [48][640/940] lr: 1.000e-03, eta: 9:49:43, time: 0.670, data_time: 0.005, memory: 8343, top1_acc: 0.6541, top5_acc: 0.8475, loss_cls: 1.4222, loss: 1.4222, grad_norm: 4.5994 2020-08-16 02:24:40,380 - mmaction - INFO - Epoch [48][660/940] lr: 1.000e-03, eta: 9:49:28, time: 0.679, data_time: 0.005, memory: 8343, top1_acc: 0.6551, top5_acc: 0.8447, loss_cls: 1.4268, loss: 1.4268, grad_norm: 4.5598 2020-08-16 02:24:55,459 - mmaction - INFO - Epoch [48][680/940] lr: 1.000e-03, eta: 9:49:14, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.6490, top5_acc: 0.8451, loss_cls: 1.4350, loss: 1.4350, grad_norm: 4.6755 2020-08-16 02:25:10,023 - mmaction - INFO - Epoch [48][700/940] lr: 1.000e-03, eta: 9:49:00, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.6408, top5_acc: 0.8400, loss_cls: 1.4697, loss: 1.4697, grad_norm: 4.7144 2020-08-16 02:25:24,342 - mmaction - INFO - Epoch [48][720/940] lr: 1.000e-03, eta: 9:48:46, time: 0.715, data_time: 0.006, memory: 8343, top1_acc: 0.6441, top5_acc: 0.8441, loss_cls: 1.4774, loss: 1.4774, grad_norm: 4.7050 2020-08-16 02:25:38,685 - mmaction - INFO - Epoch [48][740/940] lr: 1.000e-03, eta: 9:48:31, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.6506, top5_acc: 0.8422, loss_cls: 1.4306, loss: 1.4306, grad_norm: 4.6116 2020-08-16 02:25:52,314 - mmaction - INFO - Epoch [48][760/940] lr: 1.000e-03, eta: 9:48:16, time: 0.679, data_time: 0.005, memory: 8343, top1_acc: 0.6566, top5_acc: 0.8512, loss_cls: 1.4413, loss: 1.4413, grad_norm: 4.6228 2020-08-16 02:26:05,844 - mmaction - INFO - Epoch [48][780/940] lr: 1.000e-03, eta: 9:48:01, time: 0.679, data_time: 0.006, memory: 8343, top1_acc: 0.6627, top5_acc: 0.8451, loss_cls: 1.4255, loss: 1.4255, grad_norm: 4.5419 2020-08-16 02:26:19,799 - mmaction - INFO - Epoch [48][800/940] lr: 1.000e-03, eta: 9:47:46, time: 0.695, data_time: 0.006, memory: 8343, top1_acc: 0.6512, top5_acc: 0.8463, loss_cls: 1.4544, loss: 1.4544, grad_norm: 4.6511 2020-08-16 02:26:34,527 - mmaction - INFO - Epoch [48][820/940] lr: 1.000e-03, eta: 9:47:32, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.6553, top5_acc: 0.8451, loss_cls: 1.4611, loss: 1.4611, grad_norm: 4.6923 2020-08-16 02:26:48,075 - mmaction - INFO - Epoch [48][840/940] lr: 1.000e-03, eta: 9:47:17, time: 0.676, data_time: 0.006, memory: 8343, top1_acc: 0.6490, top5_acc: 0.8395, loss_cls: 1.4868, loss: 1.4868, grad_norm: 4.7076 2020-08-16 02:27:01,946 - mmaction - INFO - Epoch [48][860/940] lr: 1.000e-03, eta: 9:47:02, time: 0.695, data_time: 0.005, memory: 8343, top1_acc: 0.6594, top5_acc: 0.8473, loss_cls: 1.4285, loss: 1.4285, grad_norm: 4.5976 2020-08-16 02:27:15,832 - mmaction - INFO - Epoch [48][880/940] lr: 1.000e-03, eta: 9:46:47, time: 0.691, data_time: 0.005, memory: 8343, top1_acc: 0.6600, top5_acc: 0.8471, loss_cls: 1.4102, loss: 1.4102, grad_norm: 4.5605 2020-08-16 02:27:29,461 - mmaction - INFO - Epoch [48][900/940] lr: 1.000e-03, eta: 9:46:31, time: 0.685, data_time: 0.007, memory: 8343, top1_acc: 0.6371, top5_acc: 0.8400, loss_cls: 1.4711, loss: 1.4711, grad_norm: 4.6782 2020-08-16 02:27:43,331 - mmaction - INFO - Epoch [48][920/940] lr: 1.000e-03, eta: 9:46:16, time: 0.691, data_time: 0.006, memory: 8343, top1_acc: 0.6537, top5_acc: 0.8408, loss_cls: 1.4483, loss: 1.4483, grad_norm: 4.6433 2020-08-16 02:27:56,478 - mmaction - INFO - Epoch [48][940/940] lr: 1.000e-03, eta: 9:46:01, time: 0.659, data_time: 0.005, memory: 8343, top1_acc: 0.6622, top5_acc: 0.8502, loss_cls: 1.4158, loss: 1.4158, grad_norm: 4.6817 2020-08-16 02:28:17,968 - mmaction - INFO - Epoch [49][20/940] lr: 1.000e-03, eta: 9:45:54, time: 1.054, data_time: 0.379, memory: 8343, top1_acc: 0.6557, top5_acc: 0.8439, loss_cls: 1.4390, loss: 1.4390, grad_norm: 4.6410 2020-08-16 02:28:31,067 - mmaction - INFO - Epoch [49][40/940] lr: 1.000e-03, eta: 9:45:38, time: 0.657, data_time: 0.006, memory: 8343, top1_acc: 0.6420, top5_acc: 0.8443, loss_cls: 1.4591, loss: 1.4591, grad_norm: 4.6901 2020-08-16 02:28:45,727 - mmaction - INFO - Epoch [49][60/940] lr: 1.000e-03, eta: 9:45:24, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.6570, top5_acc: 0.8520, loss_cls: 1.3977, loss: 1.3977, grad_norm: 4.5729 2020-08-16 02:28:59,286 - mmaction - INFO - Epoch [49][80/940] lr: 1.000e-03, eta: 9:45:09, time: 0.680, data_time: 0.005, memory: 8343, top1_acc: 0.6643, top5_acc: 0.8498, loss_cls: 1.4126, loss: 1.4126, grad_norm: 4.5976 2020-08-16 02:29:13,528 - mmaction - INFO - Epoch [49][100/940] lr: 1.000e-03, eta: 9:44:54, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.6537, top5_acc: 0.8479, loss_cls: 1.4091, loss: 1.4091, grad_norm: 4.5706 2020-08-16 02:29:27,155 - mmaction - INFO - Epoch [49][120/940] lr: 1.000e-03, eta: 9:44:39, time: 0.684, data_time: 0.006, memory: 8343, top1_acc: 0.6436, top5_acc: 0.8479, loss_cls: 1.4614, loss: 1.4614, grad_norm: 4.7020 2020-08-16 02:29:41,881 - mmaction - INFO - Epoch [49][140/940] lr: 1.000e-03, eta: 9:44:25, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.6496, top5_acc: 0.8434, loss_cls: 1.4489, loss: 1.4489, grad_norm: 4.6417 2020-08-16 02:29:55,595 - mmaction - INFO - Epoch [49][160/940] lr: 1.000e-03, eta: 9:44:10, time: 0.689, data_time: 0.007, memory: 8343, top1_acc: 0.6520, top5_acc: 0.8381, loss_cls: 1.4470, loss: 1.4470, grad_norm: 4.6552 2020-08-16 02:30:09,394 - mmaction - INFO - Epoch [49][180/940] lr: 1.000e-03, eta: 9:43:55, time: 0.686, data_time: 0.007, memory: 8343, top1_acc: 0.6490, top5_acc: 0.8393, loss_cls: 1.4594, loss: 1.4594, grad_norm: 4.6792 2020-08-16 02:30:23,217 - mmaction - INFO - Epoch [49][200/940] lr: 1.000e-03, eta: 9:43:40, time: 0.695, data_time: 0.007, memory: 8343, top1_acc: 0.6547, top5_acc: 0.8445, loss_cls: 1.4369, loss: 1.4369, grad_norm: 4.6505 2020-08-16 02:30:38,799 - mmaction - INFO - Epoch [49][220/940] lr: 1.000e-03, eta: 9:43:26, time: 0.778, data_time: 0.006, memory: 8343, top1_acc: 0.6527, top5_acc: 0.8451, loss_cls: 1.4449, loss: 1.4449, grad_norm: 4.6120 2020-08-16 02:30:52,120 - mmaction - INFO - Epoch [49][240/940] lr: 1.000e-03, eta: 9:43:11, time: 0.667, data_time: 0.005, memory: 8343, top1_acc: 0.6654, top5_acc: 0.8568, loss_cls: 1.3815, loss: 1.3815, grad_norm: 4.5842 2020-08-16 02:31:06,155 - mmaction - INFO - Epoch [49][260/940] lr: 1.000e-03, eta: 9:42:56, time: 0.699, data_time: 0.006, memory: 8343, top1_acc: 0.6447, top5_acc: 0.8451, loss_cls: 1.4627, loss: 1.4627, grad_norm: 4.7129 2020-08-16 02:31:20,075 - mmaction - INFO - Epoch [49][280/940] lr: 1.000e-03, eta: 9:42:41, time: 0.699, data_time: 0.006, memory: 8343, top1_acc: 0.6592, top5_acc: 0.8496, loss_cls: 1.4057, loss: 1.4057, grad_norm: 4.5918 2020-08-16 02:31:34,866 - mmaction - INFO - Epoch [49][300/940] lr: 1.000e-03, eta: 9:42:27, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.6475, top5_acc: 0.8410, loss_cls: 1.4593, loss: 1.4593, grad_norm: 4.7100 2020-08-16 02:31:49,761 - mmaction - INFO - Epoch [49][320/940] lr: 1.000e-03, eta: 9:42:14, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.6498, top5_acc: 0.8395, loss_cls: 1.4499, loss: 1.4499, grad_norm: 4.6328 2020-08-16 02:32:02,932 - mmaction - INFO - Epoch [49][340/940] lr: 1.000e-03, eta: 9:41:58, time: 0.656, data_time: 0.006, memory: 8343, top1_acc: 0.6609, top5_acc: 0.8520, loss_cls: 1.4273, loss: 1.4273, grad_norm: 4.6729 2020-08-16 02:32:17,256 - mmaction - INFO - Epoch [49][360/940] lr: 1.000e-03, eta: 9:41:43, time: 0.719, data_time: 0.007, memory: 8343, top1_acc: 0.6613, top5_acc: 0.8455, loss_cls: 1.4169, loss: 1.4169, grad_norm: 4.5902 2020-08-16 02:32:31,796 - mmaction - INFO - Epoch [49][380/940] lr: 1.000e-03, eta: 9:41:29, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.6521, top5_acc: 0.8496, loss_cls: 1.4291, loss: 1.4291, grad_norm: 4.6388 2020-08-16 02:32:46,399 - mmaction - INFO - Epoch [49][400/940] lr: 1.000e-03, eta: 9:41:15, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.6498, top5_acc: 0.8471, loss_cls: 1.4056, loss: 1.4056, grad_norm: 4.6357 2020-08-16 02:33:00,649 - mmaction - INFO - Epoch [49][420/940] lr: 1.000e-03, eta: 9:41:00, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.6568, top5_acc: 0.8393, loss_cls: 1.4623, loss: 1.4623, grad_norm: 4.7077 2020-08-16 02:33:13,970 - mmaction - INFO - Epoch [49][440/940] lr: 1.000e-03, eta: 9:40:45, time: 0.670, data_time: 0.007, memory: 8343, top1_acc: 0.6547, top5_acc: 0.8488, loss_cls: 1.4137, loss: 1.4137, grad_norm: 4.6353 2020-08-16 02:33:28,508 - mmaction - INFO - Epoch [49][460/940] lr: 1.000e-03, eta: 9:40:31, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.6707, top5_acc: 0.8480, loss_cls: 1.3936, loss: 1.3936, grad_norm: 4.5893 2020-08-16 02:33:42,198 - mmaction - INFO - Epoch [49][480/940] lr: 1.000e-03, eta: 9:40:16, time: 0.687, data_time: 0.006, memory: 8343, top1_acc: 0.6506, top5_acc: 0.8480, loss_cls: 1.4452, loss: 1.4452, grad_norm: 4.7272 2020-08-16 02:33:57,821 - mmaction - INFO - Epoch [49][500/940] lr: 1.000e-03, eta: 9:40:02, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.6531, top5_acc: 0.8420, loss_cls: 1.4601, loss: 1.4601, grad_norm: 4.7052 2020-08-16 02:34:11,300 - mmaction - INFO - Epoch [49][520/940] lr: 1.000e-03, eta: 9:39:47, time: 0.676, data_time: 0.005, memory: 8343, top1_acc: 0.6602, top5_acc: 0.8504, loss_cls: 1.3954, loss: 1.3954, grad_norm: 4.5952 2020-08-16 02:34:26,211 - mmaction - INFO - Epoch [49][540/940] lr: 1.000e-03, eta: 9:39:33, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.6562, top5_acc: 0.8428, loss_cls: 1.4294, loss: 1.4294, grad_norm: 4.6522 2020-08-16 02:34:40,190 - mmaction - INFO - Epoch [49][560/940] lr: 1.000e-03, eta: 9:39:19, time: 0.701, data_time: 0.005, memory: 8343, top1_acc: 0.6414, top5_acc: 0.8387, loss_cls: 1.4440, loss: 1.4440, grad_norm: 4.6510 2020-08-16 02:34:54,063 - mmaction - INFO - Epoch [49][580/940] lr: 1.000e-03, eta: 9:39:04, time: 0.690, data_time: 0.007, memory: 8343, top1_acc: 0.6643, top5_acc: 0.8494, loss_cls: 1.4247, loss: 1.4247, grad_norm: 4.6792 2020-08-16 02:35:07,630 - mmaction - INFO - Epoch [49][600/940] lr: 1.000e-03, eta: 9:38:48, time: 0.682, data_time: 0.007, memory: 8343, top1_acc: 0.6523, top5_acc: 0.8439, loss_cls: 1.4240, loss: 1.4240, grad_norm: 4.6058 2020-08-16 02:35:21,394 - mmaction - INFO - Epoch [49][620/940] lr: 1.000e-03, eta: 9:38:33, time: 0.686, data_time: 0.006, memory: 8343, top1_acc: 0.6463, top5_acc: 0.8389, loss_cls: 1.4849, loss: 1.4849, grad_norm: 4.7992 2020-08-16 02:35:35,131 - mmaction - INFO - Epoch [49][640/940] lr: 1.000e-03, eta: 9:38:18, time: 0.689, data_time: 0.006, memory: 8343, top1_acc: 0.6625, top5_acc: 0.8379, loss_cls: 1.4244, loss: 1.4244, grad_norm: 4.6317 2020-08-16 02:35:48,914 - mmaction - INFO - Epoch [49][660/940] lr: 1.000e-03, eta: 9:38:03, time: 0.687, data_time: 0.005, memory: 8343, top1_acc: 0.6424, top5_acc: 0.8385, loss_cls: 1.4789, loss: 1.4789, grad_norm: 4.7611 2020-08-16 02:36:04,550 - mmaction - INFO - Epoch [49][680/940] lr: 1.000e-03, eta: 9:37:50, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.6520, top5_acc: 0.8465, loss_cls: 1.4329, loss: 1.4329, grad_norm: 4.7108 2020-08-16 02:36:17,799 - mmaction - INFO - Epoch [49][700/940] lr: 1.000e-03, eta: 9:37:35, time: 0.661, data_time: 0.006, memory: 8343, top1_acc: 0.6553, top5_acc: 0.8359, loss_cls: 1.4370, loss: 1.4370, grad_norm: 4.6121 2020-08-16 02:36:31,845 - mmaction - INFO - Epoch [49][720/940] lr: 1.000e-03, eta: 9:37:20, time: 0.704, data_time: 0.004, memory: 8343, top1_acc: 0.6564, top5_acc: 0.8473, loss_cls: 1.4376, loss: 1.4376, grad_norm: 4.6804 2020-08-16 02:36:46,093 - mmaction - INFO - Epoch [49][740/940] lr: 1.000e-03, eta: 9:37:05, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.6643, top5_acc: 0.8557, loss_cls: 1.3939, loss: 1.3939, grad_norm: 4.6350 2020-08-16 02:36:59,907 - mmaction - INFO - Epoch [49][760/940] lr: 1.000e-03, eta: 9:36:50, time: 0.693, data_time: 0.006, memory: 8343, top1_acc: 0.6525, top5_acc: 0.8443, loss_cls: 1.4397, loss: 1.4397, grad_norm: 4.6785 2020-08-16 02:37:14,204 - mmaction - INFO - Epoch [49][780/940] lr: 1.000e-03, eta: 9:36:36, time: 0.712, data_time: 0.006, memory: 8343, top1_acc: 0.6664, top5_acc: 0.8557, loss_cls: 1.3815, loss: 1.3815, grad_norm: 4.5859 2020-08-16 02:37:27,732 - mmaction - INFO - Epoch [49][800/940] lr: 1.000e-03, eta: 9:36:21, time: 0.679, data_time: 0.006, memory: 8343, top1_acc: 0.6422, top5_acc: 0.8357, loss_cls: 1.4761, loss: 1.4761, grad_norm: 4.7237 2020-08-16 02:37:41,475 - mmaction - INFO - Epoch [49][820/940] lr: 1.000e-03, eta: 9:36:05, time: 0.685, data_time: 0.006, memory: 8343, top1_acc: 0.6572, top5_acc: 0.8434, loss_cls: 1.4277, loss: 1.4277, grad_norm: 4.6906 2020-08-16 02:37:55,386 - mmaction - INFO - Epoch [49][840/940] lr: 1.000e-03, eta: 9:35:51, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.6602, top5_acc: 0.8514, loss_cls: 1.4054, loss: 1.4054, grad_norm: 4.6860 2020-08-16 02:38:09,191 - mmaction - INFO - Epoch [49][860/940] lr: 1.000e-03, eta: 9:35:36, time: 0.690, data_time: 0.002, memory: 8343, top1_acc: 0.6625, top5_acc: 0.8404, loss_cls: 1.4280, loss: 1.4280, grad_norm: 4.6409 2020-08-16 02:38:23,433 - mmaction - INFO - Epoch [49][880/940] lr: 1.000e-03, eta: 9:35:21, time: 0.710, data_time: 0.006, memory: 8343, top1_acc: 0.6568, top5_acc: 0.8574, loss_cls: 1.4117, loss: 1.4117, grad_norm: 4.6397 2020-08-16 02:38:37,700 - mmaction - INFO - Epoch [49][900/940] lr: 1.000e-03, eta: 9:35:07, time: 0.715, data_time: 0.006, memory: 8343, top1_acc: 0.6490, top5_acc: 0.8426, loss_cls: 1.4486, loss: 1.4486, grad_norm: 4.6676 2020-08-16 02:38:51,310 - mmaction - INFO - Epoch [49][920/940] lr: 1.000e-03, eta: 9:34:51, time: 0.677, data_time: 0.007, memory: 8343, top1_acc: 0.6504, top5_acc: 0.8400, loss_cls: 1.4695, loss: 1.4695, grad_norm: 4.7351 2020-08-16 02:39:04,470 - mmaction - INFO - Epoch [49][940/940] lr: 1.000e-03, eta: 9:34:36, time: 0.662, data_time: 0.007, memory: 8343, top1_acc: 0.6498, top5_acc: 0.8472, loss_cls: 1.4237, loss: 1.4237, grad_norm: 4.7145 2020-08-16 02:39:25,916 - mmaction - INFO - Epoch [50][20/940] lr: 1.000e-03, eta: 9:34:28, time: 1.051, data_time: 0.438, memory: 8343, top1_acc: 0.6512, top5_acc: 0.8588, loss_cls: 1.4256, loss: 1.4256, grad_norm: 4.7312 2020-08-16 02:39:38,586 - mmaction - INFO - Epoch [50][40/940] lr: 1.000e-03, eta: 9:34:12, time: 0.635, data_time: 0.005, memory: 8343, top1_acc: 0.6555, top5_acc: 0.8467, loss_cls: 1.4466, loss: 1.4466, grad_norm: 4.7169 2020-08-16 02:39:52,373 - mmaction - INFO - Epoch [50][60/940] lr: 1.000e-03, eta: 9:33:57, time: 0.688, data_time: 0.005, memory: 8343, top1_acc: 0.6646, top5_acc: 0.8531, loss_cls: 1.3835, loss: 1.3835, grad_norm: 4.6236 2020-08-16 02:40:06,383 - mmaction - INFO - Epoch [50][80/940] lr: 1.000e-03, eta: 9:33:42, time: 0.700, data_time: 0.005, memory: 8343, top1_acc: 0.6672, top5_acc: 0.8520, loss_cls: 1.3923, loss: 1.3923, grad_norm: 4.5659 2020-08-16 02:40:19,968 - mmaction - INFO - Epoch [50][100/940] lr: 1.000e-03, eta: 9:33:27, time: 0.680, data_time: 0.003, memory: 8343, top1_acc: 0.6613, top5_acc: 0.8559, loss_cls: 1.3925, loss: 1.3925, grad_norm: 4.6513 2020-08-16 02:40:34,074 - mmaction - INFO - Epoch [50][120/940] lr: 1.000e-03, eta: 9:33:12, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.6559, top5_acc: 0.8410, loss_cls: 1.4504, loss: 1.4504, grad_norm: 4.7066 2020-08-16 02:40:47,606 - mmaction - INFO - Epoch [50][140/940] lr: 1.000e-03, eta: 9:32:57, time: 0.677, data_time: 0.003, memory: 8343, top1_acc: 0.6473, top5_acc: 0.8375, loss_cls: 1.4937, loss: 1.4937, grad_norm: 4.7989 2020-08-16 02:41:02,210 - mmaction - INFO - Epoch [50][160/940] lr: 1.000e-03, eta: 9:32:43, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.6602, top5_acc: 0.8521, loss_cls: 1.3968, loss: 1.3968, grad_norm: 4.5698 2020-08-16 02:41:15,721 - mmaction - INFO - Epoch [50][180/940] lr: 1.000e-03, eta: 9:32:28, time: 0.678, data_time: 0.005, memory: 8343, top1_acc: 0.6607, top5_acc: 0.8568, loss_cls: 1.3906, loss: 1.3906, grad_norm: 4.6320 2020-08-16 02:41:29,584 - mmaction - INFO - Epoch [50][200/940] lr: 1.000e-03, eta: 9:32:13, time: 0.693, data_time: 0.005, memory: 8343, top1_acc: 0.6609, top5_acc: 0.8580, loss_cls: 1.3950, loss: 1.3950, grad_norm: 4.5934 2020-08-16 02:41:43,729 - mmaction - INFO - Epoch [50][220/940] lr: 1.000e-03, eta: 9:31:58, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.6459, top5_acc: 0.8426, loss_cls: 1.4582, loss: 1.4582, grad_norm: 4.7481 2020-08-16 02:41:57,561 - mmaction - INFO - Epoch [50][240/940] lr: 1.000e-03, eta: 9:31:43, time: 0.693, data_time: 0.004, memory: 8343, top1_acc: 0.6533, top5_acc: 0.8416, loss_cls: 1.4236, loss: 1.4236, grad_norm: 4.6871 2020-08-16 02:42:11,348 - mmaction - INFO - Epoch [50][260/940] lr: 1.000e-03, eta: 9:31:28, time: 0.689, data_time: 0.006, memory: 8343, top1_acc: 0.6506, top5_acc: 0.8387, loss_cls: 1.4612, loss: 1.4612, grad_norm: 4.7017 2020-08-16 02:42:24,997 - mmaction - INFO - Epoch [50][280/940] lr: 1.000e-03, eta: 9:31:13, time: 0.682, data_time: 0.002, memory: 8343, top1_acc: 0.6682, top5_acc: 0.8541, loss_cls: 1.3773, loss: 1.3773, grad_norm: 4.6584 2020-08-16 02:42:38,741 - mmaction - INFO - Epoch [50][300/940] lr: 1.000e-03, eta: 9:30:58, time: 0.684, data_time: 0.006, memory: 8343, top1_acc: 0.6527, top5_acc: 0.8422, loss_cls: 1.4541, loss: 1.4541, grad_norm: 4.7397 2020-08-16 02:42:52,270 - mmaction - INFO - Epoch [50][320/940] lr: 1.000e-03, eta: 9:30:43, time: 0.680, data_time: 0.008, memory: 8343, top1_acc: 0.6596, top5_acc: 0.8447, loss_cls: 1.4058, loss: 1.4058, grad_norm: 4.5945 2020-08-16 02:43:06,312 - mmaction - INFO - Epoch [50][340/940] lr: 1.000e-03, eta: 9:30:28, time: 0.699, data_time: 0.005, memory: 8343, top1_acc: 0.6619, top5_acc: 0.8475, loss_cls: 1.4205, loss: 1.4205, grad_norm: 4.6817 2020-08-16 02:43:20,718 - mmaction - INFO - Epoch [50][360/940] lr: 1.000e-03, eta: 9:30:14, time: 0.723, data_time: 0.007, memory: 8343, top1_acc: 0.6623, top5_acc: 0.8492, loss_cls: 1.4231, loss: 1.4231, grad_norm: 4.7615 2020-08-16 02:43:34,366 - mmaction - INFO - Epoch [50][380/940] lr: 1.000e-03, eta: 9:29:59, time: 0.680, data_time: 0.006, memory: 8343, top1_acc: 0.6551, top5_acc: 0.8484, loss_cls: 1.4277, loss: 1.4277, grad_norm: 4.7216 2020-08-16 02:43:48,485 - mmaction - INFO - Epoch [50][400/940] lr: 1.000e-03, eta: 9:29:44, time: 0.708, data_time: 0.006, memory: 8343, top1_acc: 0.6535, top5_acc: 0.8396, loss_cls: 1.4709, loss: 1.4709, grad_norm: 4.7838 2020-08-16 02:44:02,027 - mmaction - INFO - Epoch [50][420/940] lr: 1.000e-03, eta: 9:29:29, time: 0.675, data_time: 0.005, memory: 8343, top1_acc: 0.6699, top5_acc: 0.8623, loss_cls: 1.3706, loss: 1.3706, grad_norm: 4.6069 2020-08-16 02:44:15,784 - mmaction - INFO - Epoch [50][440/940] lr: 1.000e-03, eta: 9:29:14, time: 0.690, data_time: 0.006, memory: 8343, top1_acc: 0.6646, top5_acc: 0.8498, loss_cls: 1.4088, loss: 1.4088, grad_norm: 4.6360 2020-08-16 02:44:29,715 - mmaction - INFO - Epoch [50][460/940] lr: 1.000e-03, eta: 9:28:59, time: 0.696, data_time: 0.006, memory: 8343, top1_acc: 0.6596, top5_acc: 0.8516, loss_cls: 1.3994, loss: 1.3994, grad_norm: 4.6896 2020-08-16 02:44:43,476 - mmaction - INFO - Epoch [50][480/940] lr: 1.000e-03, eta: 9:28:44, time: 0.689, data_time: 0.004, memory: 8343, top1_acc: 0.6570, top5_acc: 0.8525, loss_cls: 1.4143, loss: 1.4143, grad_norm: 4.7145 2020-08-16 02:44:57,790 - mmaction - INFO - Epoch [50][500/940] lr: 1.000e-03, eta: 9:28:29, time: 0.714, data_time: 0.006, memory: 8343, top1_acc: 0.6600, top5_acc: 0.8471, loss_cls: 1.4047, loss: 1.4047, grad_norm: 4.7079 2020-08-16 02:45:11,493 - mmaction - INFO - Epoch [50][520/940] lr: 1.000e-03, eta: 9:28:14, time: 0.687, data_time: 0.005, memory: 8343, top1_acc: 0.6537, top5_acc: 0.8480, loss_cls: 1.4381, loss: 1.4381, grad_norm: 4.7124 2020-08-16 02:45:27,095 - mmaction - INFO - Epoch [50][540/940] lr: 1.000e-03, eta: 9:28:01, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.6604, top5_acc: 0.8430, loss_cls: 1.4226, loss: 1.4226, grad_norm: 4.5885 2020-08-16 02:45:40,204 - mmaction - INFO - Epoch [50][560/940] lr: 1.000e-03, eta: 9:27:45, time: 0.658, data_time: 0.007, memory: 8343, top1_acc: 0.6631, top5_acc: 0.8469, loss_cls: 1.4051, loss: 1.4051, grad_norm: 4.5786 2020-08-16 02:45:53,994 - mmaction - INFO - Epoch [50][580/940] lr: 1.000e-03, eta: 9:27:30, time: 0.687, data_time: 0.006, memory: 8343, top1_acc: 0.6639, top5_acc: 0.8457, loss_cls: 1.4345, loss: 1.4345, grad_norm: 4.6902 2020-08-16 02:46:08,697 - mmaction - INFO - Epoch [50][600/940] lr: 1.000e-03, eta: 9:27:16, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.6650, top5_acc: 0.8570, loss_cls: 1.3664, loss: 1.3664, grad_norm: 4.6154 2020-08-16 02:46:23,163 - mmaction - INFO - Epoch [50][620/940] lr: 1.000e-03, eta: 9:27:02, time: 0.722, data_time: 0.007, memory: 8343, top1_acc: 0.6480, top5_acc: 0.8436, loss_cls: 1.4430, loss: 1.4430, grad_norm: 4.7034 2020-08-16 02:46:36,477 - mmaction - INFO - Epoch [50][640/940] lr: 1.000e-03, eta: 9:26:47, time: 0.669, data_time: 0.007, memory: 8343, top1_acc: 0.6537, top5_acc: 0.8430, loss_cls: 1.4455, loss: 1.4455, grad_norm: 4.6380 2020-08-16 02:46:51,447 - mmaction - INFO - Epoch [50][660/940] lr: 1.000e-03, eta: 9:26:33, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.6623, top5_acc: 0.8502, loss_cls: 1.4096, loss: 1.4096, grad_norm: 4.6482 2020-08-16 02:47:04,650 - mmaction - INFO - Epoch [50][680/940] lr: 1.000e-03, eta: 9:26:17, time: 0.664, data_time: 0.007, memory: 8343, top1_acc: 0.6543, top5_acc: 0.8430, loss_cls: 1.4237, loss: 1.4237, grad_norm: 4.6386 2020-08-16 02:47:18,486 - mmaction - INFO - Epoch [50][700/940] lr: 1.000e-03, eta: 9:26:02, time: 0.691, data_time: 0.006, memory: 8343, top1_acc: 0.6582, top5_acc: 0.8420, loss_cls: 1.4417, loss: 1.4417, grad_norm: 4.7483 2020-08-16 02:47:32,306 - mmaction - INFO - Epoch [50][720/940] lr: 1.000e-03, eta: 9:25:47, time: 0.692, data_time: 0.005, memory: 8343, top1_acc: 0.6539, top5_acc: 0.8486, loss_cls: 1.4344, loss: 1.4344, grad_norm: 4.6668 2020-08-16 02:47:46,509 - mmaction - INFO - Epoch [50][740/940] lr: 1.000e-03, eta: 9:25:33, time: 0.708, data_time: 0.006, memory: 8343, top1_acc: 0.6541, top5_acc: 0.8418, loss_cls: 1.4299, loss: 1.4299, grad_norm: 4.7511 2020-08-16 02:48:00,713 - mmaction - INFO - Epoch [50][760/940] lr: 1.000e-03, eta: 9:25:18, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.6623, top5_acc: 0.8500, loss_cls: 1.4120, loss: 1.4120, grad_norm: 4.6416 2020-08-16 02:48:14,318 - mmaction - INFO - Epoch [50][780/940] lr: 1.000e-03, eta: 9:25:03, time: 0.678, data_time: 0.006, memory: 8343, top1_acc: 0.6586, top5_acc: 0.8482, loss_cls: 1.4252, loss: 1.4252, grad_norm: 4.7257 2020-08-16 02:48:28,318 - mmaction - INFO - Epoch [50][800/940] lr: 1.000e-03, eta: 9:24:48, time: 0.702, data_time: 0.006, memory: 8343, top1_acc: 0.6553, top5_acc: 0.8506, loss_cls: 1.4245, loss: 1.4245, grad_norm: 4.6921 2020-08-16 02:48:42,969 - mmaction - INFO - Epoch [50][820/940] lr: 1.000e-03, eta: 9:24:34, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.6547, top5_acc: 0.8539, loss_cls: 1.4086, loss: 1.4086, grad_norm: 4.6891 2020-08-16 02:48:57,072 - mmaction - INFO - Epoch [50][840/940] lr: 1.000e-03, eta: 9:24:20, time: 0.703, data_time: 0.006, memory: 8343, top1_acc: 0.6650, top5_acc: 0.8467, loss_cls: 1.4045, loss: 1.4045, grad_norm: 4.6373 2020-08-16 02:49:11,285 - mmaction - INFO - Epoch [50][860/940] lr: 1.000e-03, eta: 9:24:05, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.6605, top5_acc: 0.8391, loss_cls: 1.4369, loss: 1.4369, grad_norm: 4.6694 2020-08-16 02:49:25,038 - mmaction - INFO - Epoch [50][880/940] lr: 1.000e-03, eta: 9:23:50, time: 0.685, data_time: 0.006, memory: 8343, top1_acc: 0.6635, top5_acc: 0.8502, loss_cls: 1.3693, loss: 1.3693, grad_norm: 4.6032 2020-08-16 02:49:39,278 - mmaction - INFO - Epoch [50][900/940] lr: 1.000e-03, eta: 9:23:36, time: 0.714, data_time: 0.006, memory: 8343, top1_acc: 0.6582, top5_acc: 0.8500, loss_cls: 1.4217, loss: 1.4217, grad_norm: 4.6857 2020-08-16 02:49:52,994 - mmaction - INFO - Epoch [50][920/940] lr: 1.000e-03, eta: 9:23:20, time: 0.682, data_time: 0.007, memory: 8343, top1_acc: 0.6621, top5_acc: 0.8504, loss_cls: 1.4156, loss: 1.4156, grad_norm: 4.7440 2020-08-16 02:50:06,306 - mmaction - INFO - Epoch [50][940/940] lr: 1.000e-03, eta: 9:23:05, time: 0.670, data_time: 0.008, memory: 8343, top1_acc: 0.6616, top5_acc: 0.8482, loss_cls: 1.4090, loss: 1.4090, grad_norm: 4.7275 2020-08-16 02:50:06,754 - mmaction - INFO - Saving checkpoint at 50 epochs 2020-08-16 02:50:27,758 - mmaction - INFO - Epoch [51][20/940] lr: 1.000e-03, eta: 9:22:56, time: 0.993, data_time: 0.389, memory: 8343, top1_acc: 0.6668, top5_acc: 0.8512, loss_cls: 1.3787, loss: 1.3787, grad_norm: 4.5860 2020-08-16 02:50:42,190 - mmaction - INFO - Epoch [51][40/940] lr: 1.000e-03, eta: 9:22:42, time: 0.723, data_time: 0.007, memory: 8343, top1_acc: 0.6576, top5_acc: 0.8506, loss_cls: 1.3982, loss: 1.3982, grad_norm: 4.6921 2020-08-16 02:50:55,015 - mmaction - INFO - Epoch [51][60/940] lr: 1.000e-03, eta: 9:22:26, time: 0.642, data_time: 0.004, memory: 8343, top1_acc: 0.6746, top5_acc: 0.8611, loss_cls: 1.3384, loss: 1.3384, grad_norm: 4.5790 2020-08-16 02:51:09,127 - mmaction - INFO - Epoch [51][80/940] lr: 1.000e-03, eta: 9:22:11, time: 0.706, data_time: 0.006, memory: 8343, top1_acc: 0.6561, top5_acc: 0.8512, loss_cls: 1.4064, loss: 1.4064, grad_norm: 4.7431 2020-08-16 02:51:23,354 - mmaction - INFO - Epoch [51][100/940] lr: 1.000e-03, eta: 9:21:57, time: 0.711, data_time: 0.002, memory: 8343, top1_acc: 0.6646, top5_acc: 0.8539, loss_cls: 1.3938, loss: 1.3938, grad_norm: 4.7668 2020-08-16 02:51:37,891 - mmaction - INFO - Epoch [51][120/940] lr: 1.000e-03, eta: 9:21:43, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.6664, top5_acc: 0.8525, loss_cls: 1.3967, loss: 1.3967, grad_norm: 4.6571 2020-08-16 02:51:51,223 - mmaction - INFO - Epoch [51][140/940] lr: 1.000e-03, eta: 9:21:27, time: 0.668, data_time: 0.005, memory: 8343, top1_acc: 0.6578, top5_acc: 0.8471, loss_cls: 1.4097, loss: 1.4097, grad_norm: 4.7979 2020-08-16 02:52:05,456 - mmaction - INFO - Epoch [51][160/940] lr: 1.000e-03, eta: 9:21:13, time: 0.712, data_time: 0.002, memory: 8343, top1_acc: 0.6576, top5_acc: 0.8457, loss_cls: 1.4380, loss: 1.4380, grad_norm: 4.6800 2020-08-16 02:52:19,024 - mmaction - INFO - Epoch [51][180/940] lr: 1.000e-03, eta: 9:20:57, time: 0.677, data_time: 0.005, memory: 8343, top1_acc: 0.6520, top5_acc: 0.8416, loss_cls: 1.4263, loss: 1.4263, grad_norm: 4.7537 2020-08-16 02:52:34,255 - mmaction - INFO - Epoch [51][200/940] lr: 1.000e-03, eta: 9:20:44, time: 0.763, data_time: 0.005, memory: 8343, top1_acc: 0.6627, top5_acc: 0.8486, loss_cls: 1.4305, loss: 1.4305, grad_norm: 4.7173 2020-08-16 02:52:47,719 - mmaction - INFO - Epoch [51][220/940] lr: 1.000e-03, eta: 9:20:29, time: 0.673, data_time: 0.002, memory: 8343, top1_acc: 0.6664, top5_acc: 0.8547, loss_cls: 1.3928, loss: 1.3928, grad_norm: 4.7536 2020-08-16 02:53:01,438 - mmaction - INFO - Epoch [51][240/940] lr: 1.000e-03, eta: 9:20:14, time: 0.684, data_time: 0.005, memory: 8343, top1_acc: 0.6592, top5_acc: 0.8447, loss_cls: 1.4013, loss: 1.4013, grad_norm: 4.6706 2020-08-16 02:53:15,368 - mmaction - INFO - Epoch [51][260/940] lr: 1.000e-03, eta: 9:19:59, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.6570, top5_acc: 0.8447, loss_cls: 1.4144, loss: 1.4144, grad_norm: 4.7227 2020-08-16 02:53:30,051 - mmaction - INFO - Epoch [51][280/940] lr: 1.000e-03, eta: 9:19:45, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.6574, top5_acc: 0.8441, loss_cls: 1.4267, loss: 1.4267, grad_norm: 4.7321 2020-08-16 02:53:43,542 - mmaction - INFO - Epoch [51][300/940] lr: 1.000e-03, eta: 9:19:29, time: 0.677, data_time: 0.005, memory: 8343, top1_acc: 0.6691, top5_acc: 0.8529, loss_cls: 1.4000, loss: 1.4000, grad_norm: 4.6629 2020-08-16 02:53:57,425 - mmaction - INFO - Epoch [51][320/940] lr: 1.000e-03, eta: 9:19:15, time: 0.692, data_time: 0.004, memory: 8343, top1_acc: 0.6584, top5_acc: 0.8520, loss_cls: 1.4194, loss: 1.4194, grad_norm: 4.7966 2020-08-16 02:54:11,952 - mmaction - INFO - Epoch [51][340/940] lr: 1.000e-03, eta: 9:19:00, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.6598, top5_acc: 0.8484, loss_cls: 1.4239, loss: 1.4239, grad_norm: 4.6376 2020-08-16 02:54:25,657 - mmaction - INFO - Epoch [51][360/940] lr: 1.000e-03, eta: 9:18:45, time: 0.682, data_time: 0.006, memory: 8343, top1_acc: 0.6617, top5_acc: 0.8471, loss_cls: 1.4178, loss: 1.4178, grad_norm: 4.7318 2020-08-16 02:54:39,672 - mmaction - INFO - Epoch [51][380/940] lr: 1.000e-03, eta: 9:18:31, time: 0.705, data_time: 0.007, memory: 8343, top1_acc: 0.6584, top5_acc: 0.8537, loss_cls: 1.3934, loss: 1.3934, grad_norm: 4.7206 2020-08-16 02:54:53,900 - mmaction - INFO - Epoch [51][400/940] lr: 1.000e-03, eta: 9:18:16, time: 0.708, data_time: 0.005, memory: 8343, top1_acc: 0.6607, top5_acc: 0.8527, loss_cls: 1.3902, loss: 1.3902, grad_norm: 4.7065 2020-08-16 02:55:08,907 - mmaction - INFO - Epoch [51][420/940] lr: 1.000e-03, eta: 9:18:02, time: 0.753, data_time: 0.007, memory: 8343, top1_acc: 0.6549, top5_acc: 0.8475, loss_cls: 1.4277, loss: 1.4277, grad_norm: 4.8492 2020-08-16 02:55:22,747 - mmaction - INFO - Epoch [51][440/940] lr: 1.000e-03, eta: 9:17:47, time: 0.690, data_time: 0.007, memory: 8343, top1_acc: 0.6561, top5_acc: 0.8455, loss_cls: 1.4330, loss: 1.4330, grad_norm: 4.7453 2020-08-16 02:55:37,152 - mmaction - INFO - Epoch [51][460/940] lr: 1.000e-03, eta: 9:17:33, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.6543, top5_acc: 0.8418, loss_cls: 1.4312, loss: 1.4312, grad_norm: 4.7193 2020-08-16 02:55:50,884 - mmaction - INFO - Epoch [51][480/940] lr: 1.000e-03, eta: 9:17:18, time: 0.683, data_time: 0.005, memory: 8343, top1_acc: 0.6645, top5_acc: 0.8498, loss_cls: 1.4086, loss: 1.4086, grad_norm: 4.7621 2020-08-16 02:56:04,453 - mmaction - INFO - Epoch [51][500/940] lr: 1.000e-03, eta: 9:17:03, time: 0.681, data_time: 0.006, memory: 8343, top1_acc: 0.6646, top5_acc: 0.8479, loss_cls: 1.4070, loss: 1.4070, grad_norm: 4.6098 2020-08-16 02:56:19,256 - mmaction - INFO - Epoch [51][520/940] lr: 1.000e-03, eta: 9:16:49, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.6637, top5_acc: 0.8443, loss_cls: 1.4188, loss: 1.4188, grad_norm: 4.7078 2020-08-16 02:56:32,520 - mmaction - INFO - Epoch [51][540/940] lr: 1.000e-03, eta: 9:16:34, time: 0.664, data_time: 0.005, memory: 8343, top1_acc: 0.6549, top5_acc: 0.8422, loss_cls: 1.4384, loss: 1.4384, grad_norm: 4.7307 2020-08-16 02:56:47,156 - mmaction - INFO - Epoch [51][560/940] lr: 1.000e-03, eta: 9:16:19, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.6682, top5_acc: 0.8441, loss_cls: 1.4208, loss: 1.4208, grad_norm: 4.7452 2020-08-16 02:57:00,488 - mmaction - INFO - Epoch [51][580/940] lr: 1.000e-03, eta: 9:16:04, time: 0.665, data_time: 0.006, memory: 8343, top1_acc: 0.6508, top5_acc: 0.8465, loss_cls: 1.4318, loss: 1.4318, grad_norm: 4.7514 2020-08-16 02:57:15,299 - mmaction - INFO - Epoch [51][600/940] lr: 1.000e-03, eta: 9:15:50, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.6641, top5_acc: 0.8469, loss_cls: 1.4166, loss: 1.4166, grad_norm: 4.7613 2020-08-16 02:57:29,479 - mmaction - INFO - Epoch [51][620/940] lr: 1.000e-03, eta: 9:15:35, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.6488, top5_acc: 0.8443, loss_cls: 1.4499, loss: 1.4499, grad_norm: 4.7061 2020-08-16 02:57:44,311 - mmaction - INFO - Epoch [51][640/940] lr: 1.000e-03, eta: 9:15:22, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.6600, top5_acc: 0.8506, loss_cls: 1.3907, loss: 1.3907, grad_norm: 4.7423 2020-08-16 02:57:58,597 - mmaction - INFO - Epoch [51][660/940] lr: 1.000e-03, eta: 9:15:07, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.6586, top5_acc: 0.8494, loss_cls: 1.4150, loss: 1.4150, grad_norm: 4.7241 2020-08-16 02:58:12,713 - mmaction - INFO - Epoch [51][680/940] lr: 1.000e-03, eta: 9:14:52, time: 0.708, data_time: 0.005, memory: 8343, top1_acc: 0.6607, top5_acc: 0.8488, loss_cls: 1.4101, loss: 1.4101, grad_norm: 4.6642 2020-08-16 02:58:27,084 - mmaction - INFO - Epoch [51][700/940] lr: 1.000e-03, eta: 9:14:38, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.6619, top5_acc: 0.8488, loss_cls: 1.4149, loss: 1.4149, grad_norm: 4.6652 2020-08-16 02:58:41,438 - mmaction - INFO - Epoch [51][720/940] lr: 1.000e-03, eta: 9:14:24, time: 0.718, data_time: 0.003, memory: 8343, top1_acc: 0.6543, top5_acc: 0.8498, loss_cls: 1.4147, loss: 1.4147, grad_norm: 4.8169 2020-08-16 02:58:55,860 - mmaction - INFO - Epoch [51][740/940] lr: 1.000e-03, eta: 9:14:09, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.6588, top5_acc: 0.8498, loss_cls: 1.4271, loss: 1.4271, grad_norm: 4.7688 2020-08-16 02:59:10,465 - mmaction - INFO - Epoch [51][760/940] lr: 1.000e-03, eta: 9:13:55, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.6660, top5_acc: 0.8520, loss_cls: 1.3826, loss: 1.3826, grad_norm: 4.6483 2020-08-16 02:59:24,347 - mmaction - INFO - Epoch [51][780/940] lr: 1.000e-03, eta: 9:13:40, time: 0.690, data_time: 0.006, memory: 8343, top1_acc: 0.6576, top5_acc: 0.8482, loss_cls: 1.4313, loss: 1.4313, grad_norm: 4.7587 2020-08-16 02:59:38,365 - mmaction - INFO - Epoch [51][800/940] lr: 1.000e-03, eta: 9:13:26, time: 0.705, data_time: 0.007, memory: 8343, top1_acc: 0.6408, top5_acc: 0.8318, loss_cls: 1.4869, loss: 1.4869, grad_norm: 4.8750 2020-08-16 02:59:52,106 - mmaction - INFO - Epoch [51][820/940] lr: 1.000e-03, eta: 9:13:11, time: 0.685, data_time: 0.005, memory: 8343, top1_acc: 0.6617, top5_acc: 0.8520, loss_cls: 1.3916, loss: 1.3916, grad_norm: 4.7392 2020-08-16 03:00:07,547 - mmaction - INFO - Epoch [51][840/940] lr: 1.000e-03, eta: 9:12:57, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.6699, top5_acc: 0.8582, loss_cls: 1.3470, loss: 1.3470, grad_norm: 4.5717 2020-08-16 03:00:21,529 - mmaction - INFO - Epoch [51][860/940] lr: 1.000e-03, eta: 9:12:43, time: 0.704, data_time: 0.011, memory: 8343, top1_acc: 0.6746, top5_acc: 0.8545, loss_cls: 1.3701, loss: 1.3701, grad_norm: 4.6268 2020-08-16 03:00:35,320 - mmaction - INFO - Epoch [51][880/940] lr: 1.000e-03, eta: 9:12:28, time: 0.690, data_time: 0.003, memory: 8343, top1_acc: 0.6545, top5_acc: 0.8354, loss_cls: 1.4620, loss: 1.4620, grad_norm: 4.7698 2020-08-16 03:00:49,895 - mmaction - INFO - Epoch [51][900/940] lr: 1.000e-03, eta: 9:12:13, time: 0.725, data_time: 0.004, memory: 8343, top1_acc: 0.6564, top5_acc: 0.8461, loss_cls: 1.4453, loss: 1.4453, grad_norm: 4.7505 2020-08-16 03:01:03,412 - mmaction - INFO - Epoch [51][920/940] lr: 1.000e-03, eta: 9:11:58, time: 0.679, data_time: 0.007, memory: 8343, top1_acc: 0.6662, top5_acc: 0.8525, loss_cls: 1.3690, loss: 1.3690, grad_norm: 4.6300 2020-08-16 03:01:17,149 - mmaction - INFO - Epoch [51][940/940] lr: 1.000e-03, eta: 9:11:43, time: 0.685, data_time: 0.006, memory: 8343, top1_acc: 0.6642, top5_acc: 0.8553, loss_cls: 1.3890, loss: 1.3890, grad_norm: 4.7562 2020-08-16 03:01:41,867 - mmaction - INFO - Epoch [52][20/940] lr: 1.000e-03, eta: 9:11:38, time: 1.207, data_time: 0.592, memory: 8343, top1_acc: 0.6717, top5_acc: 0.8510, loss_cls: 1.3710, loss: 1.3710, grad_norm: 4.5893 2020-08-16 03:01:54,310 - mmaction - INFO - Epoch [52][40/940] lr: 1.000e-03, eta: 9:11:22, time: 0.624, data_time: 0.006, memory: 8343, top1_acc: 0.6498, top5_acc: 0.8398, loss_cls: 1.4476, loss: 1.4476, grad_norm: 4.6892 2020-08-16 03:02:07,721 - mmaction - INFO - Epoch [52][60/940] lr: 1.000e-03, eta: 9:11:07, time: 0.667, data_time: 0.006, memory: 8343, top1_acc: 0.6588, top5_acc: 0.8438, loss_cls: 1.4136, loss: 1.4136, grad_norm: 4.7125 2020-08-16 03:02:21,170 - mmaction - INFO - Epoch [52][80/940] lr: 1.000e-03, eta: 9:10:51, time: 0.677, data_time: 0.008, memory: 8343, top1_acc: 0.6670, top5_acc: 0.8553, loss_cls: 1.3859, loss: 1.3859, grad_norm: 4.7480 2020-08-16 03:02:36,428 - mmaction - INFO - Epoch [52][100/940] lr: 1.000e-03, eta: 9:10:38, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.6609, top5_acc: 0.8477, loss_cls: 1.4097, loss: 1.4097, grad_norm: 4.7707 2020-08-16 03:02:49,547 - mmaction - INFO - Epoch [52][120/940] lr: 1.000e-03, eta: 9:10:22, time: 0.660, data_time: 0.008, memory: 8343, top1_acc: 0.6543, top5_acc: 0.8426, loss_cls: 1.4258, loss: 1.4258, grad_norm: 4.8062 2020-08-16 03:03:03,808 - mmaction - INFO - Epoch [52][140/940] lr: 1.000e-03, eta: 9:10:08, time: 0.712, data_time: 0.006, memory: 8343, top1_acc: 0.6494, top5_acc: 0.8477, loss_cls: 1.4470, loss: 1.4470, grad_norm: 4.7757 2020-08-16 03:03:17,100 - mmaction - INFO - Epoch [52][160/940] lr: 1.000e-03, eta: 9:09:52, time: 0.666, data_time: 0.005, memory: 8343, top1_acc: 0.6648, top5_acc: 0.8551, loss_cls: 1.4013, loss: 1.4013, grad_norm: 4.6469 2020-08-16 03:03:31,440 - mmaction - INFO - Epoch [52][180/940] lr: 1.000e-03, eta: 9:09:38, time: 0.716, data_time: 0.006, memory: 8343, top1_acc: 0.6557, top5_acc: 0.8480, loss_cls: 1.4330, loss: 1.4330, grad_norm: 4.8171 2020-08-16 03:03:44,987 - mmaction - INFO - Epoch [52][200/940] lr: 1.000e-03, eta: 9:09:23, time: 0.679, data_time: 0.005, memory: 8343, top1_acc: 0.6584, top5_acc: 0.8439, loss_cls: 1.4104, loss: 1.4104, grad_norm: 4.7143 2020-08-16 03:03:59,586 - mmaction - INFO - Epoch [52][220/940] lr: 1.000e-03, eta: 9:09:09, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.6609, top5_acc: 0.8523, loss_cls: 1.3978, loss: 1.3978, grad_norm: 4.7020 2020-08-16 03:04:13,912 - mmaction - INFO - Epoch [52][240/940] lr: 1.000e-03, eta: 9:08:54, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.6537, top5_acc: 0.8516, loss_cls: 1.4128, loss: 1.4128, grad_norm: 4.7387 2020-08-16 03:04:27,096 - mmaction - INFO - Epoch [52][260/940] lr: 1.000e-03, eta: 9:08:39, time: 0.658, data_time: 0.006, memory: 8343, top1_acc: 0.6529, top5_acc: 0.8428, loss_cls: 1.4380, loss: 1.4380, grad_norm: 4.7917 2020-08-16 03:04:41,744 - mmaction - INFO - Epoch [52][280/940] lr: 1.000e-03, eta: 9:08:25, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.6590, top5_acc: 0.8525, loss_cls: 1.4052, loss: 1.4052, grad_norm: 4.7663 2020-08-16 03:04:55,839 - mmaction - INFO - Epoch [52][300/940] lr: 1.000e-03, eta: 9:08:10, time: 0.702, data_time: 0.006, memory: 8343, top1_acc: 0.6662, top5_acc: 0.8514, loss_cls: 1.4138, loss: 1.4138, grad_norm: 4.7851 2020-08-16 03:05:10,612 - mmaction - INFO - Epoch [52][320/940] lr: 1.000e-03, eta: 9:07:56, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.6766, top5_acc: 0.8637, loss_cls: 1.3316, loss: 1.3316, grad_norm: 4.5479 2020-08-16 03:05:24,079 - mmaction - INFO - Epoch [52][340/940] lr: 1.000e-03, eta: 9:07:41, time: 0.673, data_time: 0.006, memory: 8343, top1_acc: 0.6598, top5_acc: 0.8535, loss_cls: 1.3873, loss: 1.3873, grad_norm: 4.7277 2020-08-16 03:05:37,785 - mmaction - INFO - Epoch [52][360/940] lr: 1.000e-03, eta: 9:07:26, time: 0.685, data_time: 0.004, memory: 8343, top1_acc: 0.6785, top5_acc: 0.8586, loss_cls: 1.3482, loss: 1.3482, grad_norm: 4.5752 2020-08-16 03:05:52,629 - mmaction - INFO - Epoch [52][380/940] lr: 1.000e-03, eta: 9:07:12, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.6479, top5_acc: 0.8375, loss_cls: 1.4637, loss: 1.4637, grad_norm: 4.7960 2020-08-16 03:06:06,596 - mmaction - INFO - Epoch [52][400/940] lr: 1.000e-03, eta: 9:06:57, time: 0.701, data_time: 0.006, memory: 8343, top1_acc: 0.6566, top5_acc: 0.8445, loss_cls: 1.4300, loss: 1.4300, grad_norm: 4.7295 2020-08-16 03:06:20,446 - mmaction - INFO - Epoch [52][420/940] lr: 1.000e-03, eta: 9:06:42, time: 0.690, data_time: 0.006, memory: 8343, top1_acc: 0.6549, top5_acc: 0.8533, loss_cls: 1.4007, loss: 1.4007, grad_norm: 4.7422 2020-08-16 03:06:34,137 - mmaction - INFO - Epoch [52][440/940] lr: 1.000e-03, eta: 9:06:27, time: 0.687, data_time: 0.006, memory: 8343, top1_acc: 0.6512, top5_acc: 0.8520, loss_cls: 1.4180, loss: 1.4180, grad_norm: 4.7798 2020-08-16 03:06:48,330 - mmaction - INFO - Epoch [52][460/940] lr: 1.000e-03, eta: 9:06:13, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.6553, top5_acc: 0.8506, loss_cls: 1.4075, loss: 1.4075, grad_norm: 4.7305 2020-08-16 03:07:02,122 - mmaction - INFO - Epoch [52][480/940] lr: 1.000e-03, eta: 9:05:58, time: 0.692, data_time: 0.006, memory: 8343, top1_acc: 0.6523, top5_acc: 0.8418, loss_cls: 1.4427, loss: 1.4427, grad_norm: 4.7773 2020-08-16 03:07:16,777 - mmaction - INFO - Epoch [52][500/940] lr: 1.000e-03, eta: 9:05:44, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.6627, top5_acc: 0.8496, loss_cls: 1.4078, loss: 1.4078, grad_norm: 4.6936 2020-08-16 03:07:30,242 - mmaction - INFO - Epoch [52][520/940] lr: 1.000e-03, eta: 9:05:28, time: 0.675, data_time: 0.005, memory: 8343, top1_acc: 0.6617, top5_acc: 0.8488, loss_cls: 1.4145, loss: 1.4145, grad_norm: 4.7445 2020-08-16 03:07:44,718 - mmaction - INFO - Epoch [52][540/940] lr: 1.000e-03, eta: 9:05:14, time: 0.723, data_time: 0.006, memory: 8343, top1_acc: 0.6572, top5_acc: 0.8498, loss_cls: 1.4347, loss: 1.4347, grad_norm: 4.7701 2020-08-16 03:07:58,469 - mmaction - INFO - Epoch [52][560/940] lr: 1.000e-03, eta: 9:04:59, time: 0.689, data_time: 0.005, memory: 8343, top1_acc: 0.6611, top5_acc: 0.8414, loss_cls: 1.4420, loss: 1.4420, grad_norm: 4.7228 2020-08-16 03:08:12,023 - mmaction - INFO - Epoch [52][580/940] lr: 1.000e-03, eta: 9:04:44, time: 0.675, data_time: 0.006, memory: 8343, top1_acc: 0.6594, top5_acc: 0.8457, loss_cls: 1.4381, loss: 1.4381, grad_norm: 4.7642 2020-08-16 03:08:26,129 - mmaction - INFO - Epoch [52][600/940] lr: 1.000e-03, eta: 9:04:29, time: 0.708, data_time: 0.006, memory: 8343, top1_acc: 0.6572, top5_acc: 0.8504, loss_cls: 1.4236, loss: 1.4236, grad_norm: 4.8121 2020-08-16 03:08:40,827 - mmaction - INFO - Epoch [52][620/940] lr: 1.000e-03, eta: 9:04:15, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.6648, top5_acc: 0.8451, loss_cls: 1.4250, loss: 1.4250, grad_norm: 4.8398 2020-08-16 03:08:54,720 - mmaction - INFO - Epoch [52][640/940] lr: 1.000e-03, eta: 9:04:00, time: 0.697, data_time: 0.006, memory: 8343, top1_acc: 0.6633, top5_acc: 0.8488, loss_cls: 1.4003, loss: 1.4003, grad_norm: 4.7057 2020-08-16 03:09:09,021 - mmaction - INFO - Epoch [52][660/940] lr: 1.000e-03, eta: 9:03:46, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.6582, top5_acc: 0.8537, loss_cls: 1.4134, loss: 1.4134, grad_norm: 4.8091 2020-08-16 03:09:22,869 - mmaction - INFO - Epoch [52][680/940] lr: 1.000e-03, eta: 9:03:31, time: 0.695, data_time: 0.008, memory: 8343, top1_acc: 0.6598, top5_acc: 0.8461, loss_cls: 1.4165, loss: 1.4165, grad_norm: 4.7884 2020-08-16 03:09:36,440 - mmaction - INFO - Epoch [52][700/940] lr: 1.000e-03, eta: 9:03:16, time: 0.679, data_time: 0.002, memory: 8343, top1_acc: 0.6609, top5_acc: 0.8490, loss_cls: 1.4079, loss: 1.4079, grad_norm: 4.7567 2020-08-16 03:09:50,105 - mmaction - INFO - Epoch [52][720/940] lr: 1.000e-03, eta: 9:03:01, time: 0.681, data_time: 0.005, memory: 8343, top1_acc: 0.6660, top5_acc: 0.8553, loss_cls: 1.3760, loss: 1.3760, grad_norm: 4.7434 2020-08-16 03:10:03,645 - mmaction - INFO - Epoch [52][740/940] lr: 1.000e-03, eta: 9:02:46, time: 0.679, data_time: 0.006, memory: 8343, top1_acc: 0.6584, top5_acc: 0.8578, loss_cls: 1.3930, loss: 1.3930, grad_norm: 4.6963 2020-08-16 03:10:17,340 - mmaction - INFO - Epoch [52][760/940] lr: 1.000e-03, eta: 9:02:31, time: 0.684, data_time: 0.002, memory: 8343, top1_acc: 0.6531, top5_acc: 0.8510, loss_cls: 1.4225, loss: 1.4225, grad_norm: 4.8215 2020-08-16 03:10:31,186 - mmaction - INFO - Epoch [52][780/940] lr: 1.000e-03, eta: 9:02:16, time: 0.693, data_time: 0.006, memory: 8343, top1_acc: 0.6535, top5_acc: 0.8471, loss_cls: 1.4273, loss: 1.4273, grad_norm: 4.7855 2020-08-16 03:10:45,853 - mmaction - INFO - Epoch [52][800/940] lr: 1.000e-03, eta: 9:02:02, time: 0.730, data_time: 0.006, memory: 8343, top1_acc: 0.6543, top5_acc: 0.8521, loss_cls: 1.4229, loss: 1.4229, grad_norm: 4.7985 2020-08-16 03:10:59,067 - mmaction - INFO - Epoch [52][820/940] lr: 1.000e-03, eta: 9:01:46, time: 0.664, data_time: 0.007, memory: 8343, top1_acc: 0.6646, top5_acc: 0.8502, loss_cls: 1.3929, loss: 1.3929, grad_norm: 4.7341 2020-08-16 03:11:13,962 - mmaction - INFO - Epoch [52][840/940] lr: 1.000e-03, eta: 9:01:33, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.6645, top5_acc: 0.8457, loss_cls: 1.3898, loss: 1.3898, grad_norm: 4.7052 2020-08-16 03:11:28,617 - mmaction - INFO - Epoch [52][860/940] lr: 1.000e-03, eta: 9:01:18, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.6521, top5_acc: 0.8449, loss_cls: 1.4412, loss: 1.4412, grad_norm: 4.8385 2020-08-16 03:11:42,106 - mmaction - INFO - Epoch [52][880/940] lr: 1.000e-03, eta: 9:01:03, time: 0.673, data_time: 0.005, memory: 8343, top1_acc: 0.6504, top5_acc: 0.8428, loss_cls: 1.4670, loss: 1.4670, grad_norm: 4.8311 2020-08-16 03:11:55,490 - mmaction - INFO - Epoch [52][900/940] lr: 1.000e-03, eta: 9:00:48, time: 0.671, data_time: 0.005, memory: 8343, top1_acc: 0.6635, top5_acc: 0.8498, loss_cls: 1.4044, loss: 1.4044, grad_norm: 4.6996 2020-08-16 03:12:10,573 - mmaction - INFO - Epoch [52][920/940] lr: 1.000e-03, eta: 9:00:34, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.6549, top5_acc: 0.8443, loss_cls: 1.4340, loss: 1.4340, grad_norm: 4.8333 2020-08-16 03:12:23,151 - mmaction - INFO - Epoch [52][940/940] lr: 1.000e-03, eta: 9:00:18, time: 0.630, data_time: 0.005, memory: 8343, top1_acc: 0.6646, top5_acc: 0.8549, loss_cls: 1.4068, loss: 1.4068, grad_norm: 4.8128 2020-08-16 03:12:44,571 - mmaction - INFO - Epoch [53][20/940] lr: 1.000e-03, eta: 9:00:10, time: 1.050, data_time: 0.424, memory: 8343, top1_acc: 0.6562, top5_acc: 0.8492, loss_cls: 1.4373, loss: 1.4373, grad_norm: 4.8269 2020-08-16 03:12:57,422 - mmaction - INFO - Epoch [53][40/940] lr: 1.000e-03, eta: 8:59:54, time: 0.643, data_time: 0.004, memory: 8343, top1_acc: 0.6684, top5_acc: 0.8535, loss_cls: 1.3881, loss: 1.3881, grad_norm: 4.6577 2020-08-16 03:13:11,135 - mmaction - INFO - Epoch [53][60/940] lr: 1.000e-03, eta: 8:59:39, time: 0.683, data_time: 0.006, memory: 8343, top1_acc: 0.6604, top5_acc: 0.8408, loss_cls: 1.4338, loss: 1.4338, grad_norm: 4.7688 2020-08-16 03:13:24,893 - mmaction - INFO - Epoch [53][80/940] lr: 1.000e-03, eta: 8:59:24, time: 0.691, data_time: 0.007, memory: 8343, top1_acc: 0.6754, top5_acc: 0.8633, loss_cls: 1.3473, loss: 1.3473, grad_norm: 4.7026 2020-08-16 03:13:38,666 - mmaction - INFO - Epoch [53][100/940] lr: 1.000e-03, eta: 8:59:09, time: 0.687, data_time: 0.007, memory: 8343, top1_acc: 0.6645, top5_acc: 0.8572, loss_cls: 1.3645, loss: 1.3645, grad_norm: 4.7212 2020-08-16 03:13:52,189 - mmaction - INFO - Epoch [53][120/940] lr: 1.000e-03, eta: 8:58:54, time: 0.678, data_time: 0.006, memory: 8343, top1_acc: 0.6572, top5_acc: 0.8508, loss_cls: 1.4037, loss: 1.4037, grad_norm: 4.7843 2020-08-16 03:14:06,550 - mmaction - INFO - Epoch [53][140/940] lr: 1.000e-03, eta: 8:58:40, time: 0.716, data_time: 0.005, memory: 8343, top1_acc: 0.6590, top5_acc: 0.8527, loss_cls: 1.4044, loss: 1.4044, grad_norm: 4.7923 2020-08-16 03:14:20,373 - mmaction - INFO - Epoch [53][160/940] lr: 1.000e-03, eta: 8:58:25, time: 0.693, data_time: 0.005, memory: 8343, top1_acc: 0.6641, top5_acc: 0.8576, loss_cls: 1.3904, loss: 1.3904, grad_norm: 4.7857 2020-08-16 03:14:34,149 - mmaction - INFO - Epoch [53][180/940] lr: 1.000e-03, eta: 8:58:10, time: 0.686, data_time: 0.006, memory: 8343, top1_acc: 0.6592, top5_acc: 0.8500, loss_cls: 1.4109, loss: 1.4109, grad_norm: 4.7709 2020-08-16 03:14:47,762 - mmaction - INFO - Epoch [53][200/940] lr: 1.000e-03, eta: 8:57:55, time: 0.683, data_time: 0.005, memory: 8343, top1_acc: 0.6557, top5_acc: 0.8480, loss_cls: 1.4202, loss: 1.4202, grad_norm: 4.7942 2020-08-16 03:15:02,572 - mmaction - INFO - Epoch [53][220/940] lr: 1.000e-03, eta: 8:57:41, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.6686, top5_acc: 0.8566, loss_cls: 1.3618, loss: 1.3618, grad_norm: 4.7018 2020-08-16 03:15:15,947 - mmaction - INFO - Epoch [53][240/940] lr: 1.000e-03, eta: 8:57:26, time: 0.669, data_time: 0.002, memory: 8343, top1_acc: 0.6754, top5_acc: 0.8551, loss_cls: 1.3750, loss: 1.3750, grad_norm: 4.6597 2020-08-16 03:15:29,775 - mmaction - INFO - Epoch [53][260/940] lr: 1.000e-03, eta: 8:57:11, time: 0.689, data_time: 0.005, memory: 8343, top1_acc: 0.6609, top5_acc: 0.8465, loss_cls: 1.4093, loss: 1.4093, grad_norm: 4.7290 2020-08-16 03:15:43,502 - mmaction - INFO - Epoch [53][280/940] lr: 1.000e-03, eta: 8:56:56, time: 0.689, data_time: 0.005, memory: 8343, top1_acc: 0.6654, top5_acc: 0.8537, loss_cls: 1.3948, loss: 1.3948, grad_norm: 4.7347 2020-08-16 03:15:57,458 - mmaction - INFO - Epoch [53][300/940] lr: 1.000e-03, eta: 8:56:41, time: 0.696, data_time: 0.005, memory: 8343, top1_acc: 0.6637, top5_acc: 0.8543, loss_cls: 1.3818, loss: 1.3818, grad_norm: 4.7188 2020-08-16 03:16:11,147 - mmaction - INFO - Epoch [53][320/940] lr: 1.000e-03, eta: 8:56:26, time: 0.686, data_time: 0.005, memory: 8343, top1_acc: 0.6611, top5_acc: 0.8459, loss_cls: 1.4221, loss: 1.4221, grad_norm: 4.7940 2020-08-16 03:16:25,007 - mmaction - INFO - Epoch [53][340/940] lr: 1.000e-03, eta: 8:56:11, time: 0.691, data_time: 0.005, memory: 8343, top1_acc: 0.6570, top5_acc: 0.8516, loss_cls: 1.4024, loss: 1.4024, grad_norm: 4.8092 2020-08-16 03:16:38,700 - mmaction - INFO - Epoch [53][360/940] lr: 1.000e-03, eta: 8:55:56, time: 0.685, data_time: 0.005, memory: 8343, top1_acc: 0.6654, top5_acc: 0.8508, loss_cls: 1.4046, loss: 1.4046, grad_norm: 4.7300 2020-08-16 03:16:52,713 - mmaction - INFO - Epoch [53][380/940] lr: 1.000e-03, eta: 8:55:42, time: 0.699, data_time: 0.007, memory: 8343, top1_acc: 0.6527, top5_acc: 0.8410, loss_cls: 1.4347, loss: 1.4347, grad_norm: 4.8234 2020-08-16 03:17:07,153 - mmaction - INFO - Epoch [53][400/940] lr: 1.000e-03, eta: 8:55:27, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.6756, top5_acc: 0.8537, loss_cls: 1.3691, loss: 1.3691, grad_norm: 4.6713 2020-08-16 03:17:20,656 - mmaction - INFO - Epoch [53][420/940] lr: 1.000e-03, eta: 8:55:12, time: 0.673, data_time: 0.005, memory: 8343, top1_acc: 0.6598, top5_acc: 0.8477, loss_cls: 1.4137, loss: 1.4137, grad_norm: 4.7867 2020-08-16 03:17:34,318 - mmaction - INFO - Epoch [53][440/940] lr: 1.000e-03, eta: 8:54:57, time: 0.685, data_time: 0.005, memory: 8343, top1_acc: 0.6709, top5_acc: 0.8535, loss_cls: 1.3867, loss: 1.3867, grad_norm: 4.7019 2020-08-16 03:17:48,505 - mmaction - INFO - Epoch [53][460/940] lr: 1.000e-03, eta: 8:54:43, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.6641, top5_acc: 0.8457, loss_cls: 1.3984, loss: 1.3984, grad_norm: 4.7662 2020-08-16 03:18:02,371 - mmaction - INFO - Epoch [53][480/940] lr: 1.000e-03, eta: 8:54:28, time: 0.696, data_time: 0.005, memory: 8343, top1_acc: 0.6512, top5_acc: 0.8457, loss_cls: 1.4440, loss: 1.4440, grad_norm: 4.8255 2020-08-16 03:18:15,816 - mmaction - INFO - Epoch [53][500/940] lr: 1.000e-03, eta: 8:54:13, time: 0.670, data_time: 0.006, memory: 8343, top1_acc: 0.6629, top5_acc: 0.8551, loss_cls: 1.3757, loss: 1.3757, grad_norm: 4.7862 2020-08-16 03:18:29,511 - mmaction - INFO - Epoch [53][520/940] lr: 1.000e-03, eta: 8:53:58, time: 0.687, data_time: 0.006, memory: 8343, top1_acc: 0.6561, top5_acc: 0.8467, loss_cls: 1.4315, loss: 1.4315, grad_norm: 4.7736 2020-08-16 03:18:43,619 - mmaction - INFO - Epoch [53][540/940] lr: 1.000e-03, eta: 8:53:43, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.6580, top5_acc: 0.8506, loss_cls: 1.4194, loss: 1.4194, grad_norm: 4.7646 2020-08-16 03:18:57,395 - mmaction - INFO - Epoch [53][560/940] lr: 1.000e-03, eta: 8:53:28, time: 0.691, data_time: 0.005, memory: 8343, top1_acc: 0.6600, top5_acc: 0.8494, loss_cls: 1.4090, loss: 1.4090, grad_norm: 4.7830 2020-08-16 03:19:11,918 - mmaction - INFO - Epoch [53][580/940] lr: 1.000e-03, eta: 8:53:14, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.6605, top5_acc: 0.8588, loss_cls: 1.3786, loss: 1.3786, grad_norm: 4.7916 2020-08-16 03:19:26,084 - mmaction - INFO - Epoch [53][600/940] lr: 1.000e-03, eta: 8:52:59, time: 0.711, data_time: 0.006, memory: 8343, top1_acc: 0.6467, top5_acc: 0.8424, loss_cls: 1.4604, loss: 1.4604, grad_norm: 4.8753 2020-08-16 03:19:40,426 - mmaction - INFO - Epoch [53][620/940] lr: 1.000e-03, eta: 8:52:45, time: 0.717, data_time: 0.006, memory: 8343, top1_acc: 0.6578, top5_acc: 0.8492, loss_cls: 1.4358, loss: 1.4358, grad_norm: 4.8914 2020-08-16 03:19:54,865 - mmaction - INFO - Epoch [53][640/940] lr: 1.000e-03, eta: 8:52:31, time: 0.722, data_time: 0.003, memory: 8343, top1_acc: 0.6527, top5_acc: 0.8463, loss_cls: 1.4245, loss: 1.4245, grad_norm: 4.8103 2020-08-16 03:20:08,266 - mmaction - INFO - Epoch [53][660/940] lr: 1.000e-03, eta: 8:52:15, time: 0.667, data_time: 0.007, memory: 8343, top1_acc: 0.6625, top5_acc: 0.8463, loss_cls: 1.3949, loss: 1.3949, grad_norm: 4.7529 2020-08-16 03:20:21,706 - mmaction - INFO - Epoch [53][680/940] lr: 1.000e-03, eta: 8:52:00, time: 0.676, data_time: 0.007, memory: 8343, top1_acc: 0.6703, top5_acc: 0.8582, loss_cls: 1.3483, loss: 1.3483, grad_norm: 4.6842 2020-08-16 03:20:35,498 - mmaction - INFO - Epoch [53][700/940] lr: 1.000e-03, eta: 8:51:45, time: 0.687, data_time: 0.005, memory: 8343, top1_acc: 0.6705, top5_acc: 0.8463, loss_cls: 1.3897, loss: 1.3897, grad_norm: 4.7275 2020-08-16 03:20:49,540 - mmaction - INFO - Epoch [53][720/940] lr: 1.000e-03, eta: 8:51:31, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.6596, top5_acc: 0.8578, loss_cls: 1.4053, loss: 1.4053, grad_norm: 4.8712 2020-08-16 03:21:04,972 - mmaction - INFO - Epoch [53][740/940] lr: 1.000e-03, eta: 8:51:17, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.6660, top5_acc: 0.8521, loss_cls: 1.3980, loss: 1.3980, grad_norm: 4.7472 2020-08-16 03:21:18,158 - mmaction - INFO - Epoch [53][760/940] lr: 1.000e-03, eta: 8:51:02, time: 0.659, data_time: 0.002, memory: 8343, top1_acc: 0.6592, top5_acc: 0.8482, loss_cls: 1.4124, loss: 1.4124, grad_norm: 4.8190 2020-08-16 03:21:32,643 - mmaction - INFO - Epoch [53][780/940] lr: 1.000e-03, eta: 8:50:48, time: 0.724, data_time: 0.006, memory: 8343, top1_acc: 0.6752, top5_acc: 0.8557, loss_cls: 1.3753, loss: 1.3753, grad_norm: 4.7787 2020-08-16 03:21:45,921 - mmaction - INFO - Epoch [53][800/940] lr: 1.000e-03, eta: 8:50:32, time: 0.664, data_time: 0.002, memory: 8343, top1_acc: 0.6488, top5_acc: 0.8463, loss_cls: 1.4492, loss: 1.4492, grad_norm: 4.9273 2020-08-16 03:22:00,369 - mmaction - INFO - Epoch [53][820/940] lr: 1.000e-03, eta: 8:50:18, time: 0.722, data_time: 0.002, memory: 8343, top1_acc: 0.6645, top5_acc: 0.8488, loss_cls: 1.3954, loss: 1.3954, grad_norm: 4.7375 2020-08-16 03:22:14,439 - mmaction - INFO - Epoch [53][840/940] lr: 1.000e-03, eta: 8:50:03, time: 0.703, data_time: 0.003, memory: 8343, top1_acc: 0.6562, top5_acc: 0.8449, loss_cls: 1.4382, loss: 1.4382, grad_norm: 4.9020 2020-08-16 03:22:27,979 - mmaction - INFO - Epoch [53][860/940] lr: 1.000e-03, eta: 8:49:48, time: 0.678, data_time: 0.003, memory: 8343, top1_acc: 0.6512, top5_acc: 0.8432, loss_cls: 1.4445, loss: 1.4445, grad_norm: 4.8109 2020-08-16 03:22:42,562 - mmaction - INFO - Epoch [53][880/940] lr: 1.000e-03, eta: 8:49:34, time: 0.729, data_time: 0.002, memory: 8343, top1_acc: 0.6592, top5_acc: 0.8410, loss_cls: 1.4395, loss: 1.4395, grad_norm: 4.8426 2020-08-16 03:22:57,224 - mmaction - INFO - Epoch [53][900/940] lr: 1.000e-03, eta: 8:49:20, time: 0.733, data_time: 0.004, memory: 8343, top1_acc: 0.6592, top5_acc: 0.8523, loss_cls: 1.4228, loss: 1.4228, grad_norm: 4.7773 2020-08-16 03:23:10,630 - mmaction - INFO - Epoch [53][920/940] lr: 1.000e-03, eta: 8:49:05, time: 0.668, data_time: 0.006, memory: 8343, top1_acc: 0.6686, top5_acc: 0.8564, loss_cls: 1.3907, loss: 1.3907, grad_norm: 4.7748 2020-08-16 03:23:24,674 - mmaction - INFO - Epoch [53][940/940] lr: 1.000e-03, eta: 8:48:50, time: 0.705, data_time: 0.006, memory: 8343, top1_acc: 0.6508, top5_acc: 0.8374, loss_cls: 1.4723, loss: 1.4723, grad_norm: 4.9248 2020-08-16 03:23:46,306 - mmaction - INFO - Epoch [54][20/940] lr: 1.000e-03, eta: 8:48:42, time: 1.060, data_time: 0.431, memory: 8343, top1_acc: 0.6564, top5_acc: 0.8482, loss_cls: 1.4197, loss: 1.4197, grad_norm: 4.7580 2020-08-16 03:23:59,522 - mmaction - INFO - Epoch [54][40/940] lr: 1.000e-03, eta: 8:48:26, time: 0.660, data_time: 0.006, memory: 8343, top1_acc: 0.6631, top5_acc: 0.8521, loss_cls: 1.3849, loss: 1.3849, grad_norm: 4.8153 2020-08-16 03:24:13,088 - mmaction - INFO - Epoch [54][60/940] lr: 1.000e-03, eta: 8:48:11, time: 0.680, data_time: 0.006, memory: 8343, top1_acc: 0.6674, top5_acc: 0.8533, loss_cls: 1.3715, loss: 1.3715, grad_norm: 4.7218 2020-08-16 03:24:27,782 - mmaction - INFO - Epoch [54][80/940] lr: 1.000e-03, eta: 8:47:57, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.6605, top5_acc: 0.8480, loss_cls: 1.4189, loss: 1.4189, grad_norm: 4.7630 2020-08-16 03:24:41,246 - mmaction - INFO - Epoch [54][100/940] lr: 1.000e-03, eta: 8:47:42, time: 0.673, data_time: 0.008, memory: 8343, top1_acc: 0.6650, top5_acc: 0.8494, loss_cls: 1.3811, loss: 1.3811, grad_norm: 4.7052 2020-08-16 03:24:54,859 - mmaction - INFO - Epoch [54][120/940] lr: 1.000e-03, eta: 8:47:27, time: 0.683, data_time: 0.006, memory: 8343, top1_acc: 0.6648, top5_acc: 0.8428, loss_cls: 1.4132, loss: 1.4132, grad_norm: 4.7064 2020-08-16 03:25:09,600 - mmaction - INFO - Epoch [54][140/940] lr: 1.000e-03, eta: 8:47:13, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.6641, top5_acc: 0.8531, loss_cls: 1.3739, loss: 1.3739, grad_norm: 4.6756 2020-08-16 03:25:23,821 - mmaction - INFO - Epoch [54][160/940] lr: 1.000e-03, eta: 8:46:59, time: 0.713, data_time: 0.006, memory: 8343, top1_acc: 0.6633, top5_acc: 0.8506, loss_cls: 1.3987, loss: 1.3987, grad_norm: 4.7817 2020-08-16 03:25:37,408 - mmaction - INFO - Epoch [54][180/940] lr: 1.000e-03, eta: 8:46:44, time: 0.679, data_time: 0.007, memory: 8343, top1_acc: 0.6627, top5_acc: 0.8482, loss_cls: 1.4115, loss: 1.4115, grad_norm: 4.7816 2020-08-16 03:25:51,271 - mmaction - INFO - Epoch [54][200/940] lr: 1.000e-03, eta: 8:46:29, time: 0.692, data_time: 0.002, memory: 8343, top1_acc: 0.6551, top5_acc: 0.8506, loss_cls: 1.4068, loss: 1.4068, grad_norm: 4.7467 2020-08-16 03:26:05,317 - mmaction - INFO - Epoch [54][220/940] lr: 1.000e-03, eta: 8:46:14, time: 0.703, data_time: 0.006, memory: 8343, top1_acc: 0.6707, top5_acc: 0.8525, loss_cls: 1.3741, loss: 1.3741, grad_norm: 4.7666 2020-08-16 03:26:19,312 - mmaction - INFO - Epoch [54][240/940] lr: 1.000e-03, eta: 8:45:59, time: 0.698, data_time: 0.006, memory: 8343, top1_acc: 0.6664, top5_acc: 0.8523, loss_cls: 1.3811, loss: 1.3811, grad_norm: 4.7326 2020-08-16 03:26:33,236 - mmaction - INFO - Epoch [54][260/940] lr: 1.000e-03, eta: 8:45:45, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.6582, top5_acc: 0.8471, loss_cls: 1.4090, loss: 1.4090, grad_norm: 4.8029 2020-08-16 03:26:47,255 - mmaction - INFO - Epoch [54][280/940] lr: 1.000e-03, eta: 8:45:30, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.6727, top5_acc: 0.8494, loss_cls: 1.3770, loss: 1.3770, grad_norm: 4.7694 2020-08-16 03:27:01,303 - mmaction - INFO - Epoch [54][300/940] lr: 1.000e-03, eta: 8:45:15, time: 0.706, data_time: 0.006, memory: 8343, top1_acc: 0.6645, top5_acc: 0.8537, loss_cls: 1.3947, loss: 1.3947, grad_norm: 4.7835 2020-08-16 03:27:16,125 - mmaction - INFO - Epoch [54][320/940] lr: 1.000e-03, eta: 8:45:01, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.6689, top5_acc: 0.8494, loss_cls: 1.3997, loss: 1.3997, grad_norm: 4.7741 2020-08-16 03:27:30,700 - mmaction - INFO - Epoch [54][340/940] lr: 1.000e-03, eta: 8:44:47, time: 0.732, data_time: 0.007, memory: 8343, top1_acc: 0.6574, top5_acc: 0.8506, loss_cls: 1.4164, loss: 1.4164, grad_norm: 4.8097 2020-08-16 03:27:45,020 - mmaction - INFO - Epoch [54][360/940] lr: 1.000e-03, eta: 8:44:33, time: 0.716, data_time: 0.001, memory: 8343, top1_acc: 0.6566, top5_acc: 0.8424, loss_cls: 1.4269, loss: 1.4269, grad_norm: 4.8476 2020-08-16 03:27:59,785 - mmaction - INFO - Epoch [54][380/940] lr: 1.000e-03, eta: 8:44:19, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.6566, top5_acc: 0.8500, loss_cls: 1.3976, loss: 1.3976, grad_norm: 4.7755 2020-08-16 03:28:13,577 - mmaction - INFO - Epoch [54][400/940] lr: 1.000e-03, eta: 8:44:04, time: 0.692, data_time: 0.005, memory: 8343, top1_acc: 0.6645, top5_acc: 0.8529, loss_cls: 1.3836, loss: 1.3836, grad_norm: 4.7349 2020-08-16 03:28:27,761 - mmaction - INFO - Epoch [54][420/940] lr: 1.000e-03, eta: 8:43:49, time: 0.708, data_time: 0.006, memory: 8343, top1_acc: 0.6631, top5_acc: 0.8494, loss_cls: 1.4043, loss: 1.4043, grad_norm: 4.7740 2020-08-16 03:28:42,718 - mmaction - INFO - Epoch [54][440/940] lr: 1.000e-03, eta: 8:43:36, time: 0.748, data_time: 0.004, memory: 8343, top1_acc: 0.6588, top5_acc: 0.8484, loss_cls: 1.4269, loss: 1.4269, grad_norm: 4.8720 2020-08-16 03:28:57,259 - mmaction - INFO - Epoch [54][460/940] lr: 1.000e-03, eta: 8:43:21, time: 0.726, data_time: 0.007, memory: 8343, top1_acc: 0.6559, top5_acc: 0.8490, loss_cls: 1.4188, loss: 1.4188, grad_norm: 4.7851 2020-08-16 03:29:11,354 - mmaction - INFO - Epoch [54][480/940] lr: 1.000e-03, eta: 8:43:07, time: 0.707, data_time: 0.005, memory: 8343, top1_acc: 0.6445, top5_acc: 0.8439, loss_cls: 1.4464, loss: 1.4464, grad_norm: 4.8781 2020-08-16 03:29:25,812 - mmaction - INFO - Epoch [54][500/940] lr: 1.000e-03, eta: 8:42:52, time: 0.721, data_time: 0.006, memory: 8343, top1_acc: 0.6701, top5_acc: 0.8596, loss_cls: 1.3575, loss: 1.3575, grad_norm: 4.7485 2020-08-16 03:29:41,101 - mmaction - INFO - Epoch [54][520/940] lr: 1.000e-03, eta: 8:42:39, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.6510, top5_acc: 0.8520, loss_cls: 1.3874, loss: 1.3874, grad_norm: 4.8233 2020-08-16 03:29:55,647 - mmaction - INFO - Epoch [54][540/940] lr: 1.000e-03, eta: 8:42:25, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.6627, top5_acc: 0.8531, loss_cls: 1.4014, loss: 1.4014, grad_norm: 4.8855 2020-08-16 03:30:09,345 - mmaction - INFO - Epoch [54][560/940] lr: 1.000e-03, eta: 8:42:10, time: 0.687, data_time: 0.006, memory: 8343, top1_acc: 0.6633, top5_acc: 0.8447, loss_cls: 1.4021, loss: 1.4021, grad_norm: 4.7851 2020-08-16 03:30:23,729 - mmaction - INFO - Epoch [54][580/940] lr: 1.000e-03, eta: 8:41:55, time: 0.716, data_time: 0.006, memory: 8343, top1_acc: 0.6691, top5_acc: 0.8508, loss_cls: 1.3916, loss: 1.3916, grad_norm: 4.7863 2020-08-16 03:30:38,070 - mmaction - INFO - Epoch [54][600/940] lr: 1.000e-03, eta: 8:41:41, time: 0.720, data_time: 0.006, memory: 8343, top1_acc: 0.6609, top5_acc: 0.8492, loss_cls: 1.4065, loss: 1.4065, grad_norm: 4.7709 2020-08-16 03:30:52,321 - mmaction - INFO - Epoch [54][620/940] lr: 1.000e-03, eta: 8:41:27, time: 0.711, data_time: 0.006, memory: 8343, top1_acc: 0.6635, top5_acc: 0.8518, loss_cls: 1.3899, loss: 1.3899, grad_norm: 4.7907 2020-08-16 03:31:06,991 - mmaction - INFO - Epoch [54][640/940] lr: 1.000e-03, eta: 8:41:12, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.6660, top5_acc: 0.8557, loss_cls: 1.3873, loss: 1.3873, grad_norm: 4.8269 2020-08-16 03:31:22,470 - mmaction - INFO - Epoch [54][660/940] lr: 1.000e-03, eta: 8:40:59, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.6590, top5_acc: 0.8494, loss_cls: 1.4130, loss: 1.4130, grad_norm: 4.8525 2020-08-16 03:31:36,904 - mmaction - INFO - Epoch [54][680/940] lr: 1.000e-03, eta: 8:40:45, time: 0.723, data_time: 0.004, memory: 8343, top1_acc: 0.6654, top5_acc: 0.8535, loss_cls: 1.3822, loss: 1.3822, grad_norm: 4.8554 2020-08-16 03:31:50,712 - mmaction - INFO - Epoch [54][700/940] lr: 1.000e-03, eta: 8:40:30, time: 0.687, data_time: 0.005, memory: 8343, top1_acc: 0.6502, top5_acc: 0.8518, loss_cls: 1.4315, loss: 1.4315, grad_norm: 4.9547 2020-08-16 03:32:05,228 - mmaction - INFO - Epoch [54][720/940] lr: 1.000e-03, eta: 8:40:16, time: 0.729, data_time: 0.007, memory: 8343, top1_acc: 0.6625, top5_acc: 0.8537, loss_cls: 1.3850, loss: 1.3850, grad_norm: 4.8343 2020-08-16 03:32:20,551 - mmaction - INFO - Epoch [54][740/940] lr: 1.000e-03, eta: 8:40:02, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.6537, top5_acc: 0.8504, loss_cls: 1.4239, loss: 1.4239, grad_norm: 4.9357 2020-08-16 03:32:34,506 - mmaction - INFO - Epoch [54][760/940] lr: 1.000e-03, eta: 8:39:47, time: 0.701, data_time: 0.006, memory: 8343, top1_acc: 0.6596, top5_acc: 0.8494, loss_cls: 1.4098, loss: 1.4098, grad_norm: 4.8633 2020-08-16 03:32:49,109 - mmaction - INFO - Epoch [54][780/940] lr: 1.000e-03, eta: 8:39:33, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.6609, top5_acc: 0.8512, loss_cls: 1.4036, loss: 1.4036, grad_norm: 4.8772 2020-08-16 03:33:04,031 - mmaction - INFO - Epoch [54][800/940] lr: 1.000e-03, eta: 8:39:19, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.6695, top5_acc: 0.8549, loss_cls: 1.3581, loss: 1.3581, grad_norm: 4.7789 2020-08-16 03:33:18,967 - mmaction - INFO - Epoch [54][820/940] lr: 1.000e-03, eta: 8:39:05, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.6734, top5_acc: 0.8580, loss_cls: 1.3346, loss: 1.3346, grad_norm: 4.7738 2020-08-16 03:33:33,584 - mmaction - INFO - Epoch [54][840/940] lr: 1.000e-03, eta: 8:38:51, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.6656, top5_acc: 0.8447, loss_cls: 1.3955, loss: 1.3955, grad_norm: 4.7711 2020-08-16 03:33:47,898 - mmaction - INFO - Epoch [54][860/940] lr: 1.000e-03, eta: 8:38:37, time: 0.715, data_time: 0.005, memory: 8343, top1_acc: 0.6502, top5_acc: 0.8443, loss_cls: 1.4566, loss: 1.4566, grad_norm: 4.9380 2020-08-16 03:34:02,241 - mmaction - INFO - Epoch [54][880/940] lr: 1.000e-03, eta: 8:38:23, time: 0.718, data_time: 0.004, memory: 8343, top1_acc: 0.6662, top5_acc: 0.8496, loss_cls: 1.3819, loss: 1.3819, grad_norm: 4.7704 2020-08-16 03:34:17,281 - mmaction - INFO - Epoch [54][900/940] lr: 1.000e-03, eta: 8:38:09, time: 0.748, data_time: 0.007, memory: 8343, top1_acc: 0.6625, top5_acc: 0.8514, loss_cls: 1.3768, loss: 1.3768, grad_norm: 4.7811 2020-08-16 03:34:31,608 - mmaction - INFO - Epoch [54][920/940] lr: 1.000e-03, eta: 8:37:54, time: 0.720, data_time: 0.007, memory: 8343, top1_acc: 0.6510, top5_acc: 0.8412, loss_cls: 1.4505, loss: 1.4505, grad_norm: 4.9359 2020-08-16 03:34:45,594 - mmaction - INFO - Epoch [54][940/940] lr: 1.000e-03, eta: 8:37:40, time: 0.699, data_time: 0.005, memory: 8343, top1_acc: 0.6622, top5_acc: 0.8494, loss_cls: 1.4032, loss: 1.4032, grad_norm: 4.9289 2020-08-16 03:35:07,194 - mmaction - INFO - Epoch [55][20/940] lr: 1.000e-03, eta: 8:37:31, time: 1.059, data_time: 0.381, memory: 8343, top1_acc: 0.6564, top5_acc: 0.8494, loss_cls: 1.4305, loss: 1.4305, grad_norm: 4.8248 2020-08-16 03:35:21,009 - mmaction - INFO - Epoch [55][40/940] lr: 1.000e-03, eta: 8:37:16, time: 0.692, data_time: 0.003, memory: 8343, top1_acc: 0.6598, top5_acc: 0.8508, loss_cls: 1.4119, loss: 1.4119, grad_norm: 4.8451 2020-08-16 03:35:35,891 - mmaction - INFO - Epoch [55][60/940] lr: 1.000e-03, eta: 8:37:02, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.6756, top5_acc: 0.8566, loss_cls: 1.3663, loss: 1.3663, grad_norm: 4.7710 2020-08-16 03:35:50,605 - mmaction - INFO - Epoch [55][80/940] lr: 1.000e-03, eta: 8:36:48, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.6588, top5_acc: 0.8543, loss_cls: 1.3876, loss: 1.3876, grad_norm: 4.8142 2020-08-16 03:36:05,037 - mmaction - INFO - Epoch [55][100/940] lr: 1.000e-03, eta: 8:36:34, time: 0.719, data_time: 0.006, memory: 8343, top1_acc: 0.6652, top5_acc: 0.8545, loss_cls: 1.3534, loss: 1.3534, grad_norm: 4.7800 2020-08-16 03:36:20,199 - mmaction - INFO - Epoch [55][120/940] lr: 1.000e-03, eta: 8:36:20, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.6662, top5_acc: 0.8518, loss_cls: 1.3962, loss: 1.3962, grad_norm: 4.8051 2020-08-16 03:36:34,956 - mmaction - INFO - Epoch [55][140/940] lr: 1.000e-03, eta: 8:36:06, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.6656, top5_acc: 0.8535, loss_cls: 1.3823, loss: 1.3823, grad_norm: 4.8329 2020-08-16 03:36:49,793 - mmaction - INFO - Epoch [55][160/940] lr: 1.000e-03, eta: 8:35:52, time: 0.742, data_time: 0.002, memory: 8343, top1_acc: 0.6686, top5_acc: 0.8576, loss_cls: 1.3605, loss: 1.3605, grad_norm: 4.7389 2020-08-16 03:37:05,111 - mmaction - INFO - Epoch [55][180/940] lr: 1.000e-03, eta: 8:35:39, time: 0.764, data_time: 0.007, memory: 8343, top1_acc: 0.6547, top5_acc: 0.8455, loss_cls: 1.4237, loss: 1.4237, grad_norm: 4.8586 2020-08-16 03:37:19,112 - mmaction - INFO - Epoch [55][200/940] lr: 1.000e-03, eta: 8:35:24, time: 0.702, data_time: 0.006, memory: 8343, top1_acc: 0.6596, top5_acc: 0.8443, loss_cls: 1.4158, loss: 1.4158, grad_norm: 4.8651 2020-08-16 03:37:33,990 - mmaction - INFO - Epoch [55][220/940] lr: 1.000e-03, eta: 8:35:10, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.6736, top5_acc: 0.8641, loss_cls: 1.3494, loss: 1.3494, grad_norm: 4.7063 2020-08-16 03:37:48,855 - mmaction - INFO - Epoch [55][240/940] lr: 1.000e-03, eta: 8:34:56, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.6760, top5_acc: 0.8611, loss_cls: 1.3223, loss: 1.3223, grad_norm: 4.7067 2020-08-16 03:38:03,266 - mmaction - INFO - Epoch [55][260/940] lr: 1.000e-03, eta: 8:34:42, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.6639, top5_acc: 0.8566, loss_cls: 1.3845, loss: 1.3845, grad_norm: 4.8277 2020-08-16 03:38:17,822 - mmaction - INFO - Epoch [55][280/940] lr: 1.000e-03, eta: 8:34:28, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.6604, top5_acc: 0.8471, loss_cls: 1.4078, loss: 1.4078, grad_norm: 4.9225 2020-08-16 03:38:33,520 - mmaction - INFO - Epoch [55][300/940] lr: 1.000e-03, eta: 8:34:14, time: 0.783, data_time: 0.006, memory: 8343, top1_acc: 0.6467, top5_acc: 0.8387, loss_cls: 1.4542, loss: 1.4542, grad_norm: 4.9749 2020-08-16 03:38:48,113 - mmaction - INFO - Epoch [55][320/940] lr: 1.000e-03, eta: 8:34:00, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.6615, top5_acc: 0.8457, loss_cls: 1.4367, loss: 1.4367, grad_norm: 4.8418 2020-08-16 03:39:02,874 - mmaction - INFO - Epoch [55][340/940] lr: 1.000e-03, eta: 8:33:46, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.6582, top5_acc: 0.8428, loss_cls: 1.4319, loss: 1.4319, grad_norm: 4.8852 2020-08-16 03:39:18,570 - mmaction - INFO - Epoch [55][360/940] lr: 1.000e-03, eta: 8:33:33, time: 0.786, data_time: 0.005, memory: 8343, top1_acc: 0.6555, top5_acc: 0.8531, loss_cls: 1.4009, loss: 1.4009, grad_norm: 4.8251 2020-08-16 03:39:32,251 - mmaction - INFO - Epoch [55][380/940] lr: 1.000e-03, eta: 8:33:18, time: 0.681, data_time: 0.005, memory: 8343, top1_acc: 0.6598, top5_acc: 0.8500, loss_cls: 1.3943, loss: 1.3943, grad_norm: 4.7593 2020-08-16 03:39:46,699 - mmaction - INFO - Epoch [55][400/940] lr: 1.000e-03, eta: 8:33:04, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.6539, top5_acc: 0.8520, loss_cls: 1.4072, loss: 1.4072, grad_norm: 4.8723 2020-08-16 03:40:02,047 - mmaction - INFO - Epoch [55][420/940] lr: 1.000e-03, eta: 8:32:50, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.6514, top5_acc: 0.8514, loss_cls: 1.4043, loss: 1.4043, grad_norm: 4.8673 2020-08-16 03:40:16,778 - mmaction - INFO - Epoch [55][440/940] lr: 1.000e-03, eta: 8:32:36, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.6646, top5_acc: 0.8455, loss_cls: 1.3962, loss: 1.3962, grad_norm: 4.7963 2020-08-16 03:40:32,547 - mmaction - INFO - Epoch [55][460/940] lr: 1.000e-03, eta: 8:32:23, time: 0.786, data_time: 0.006, memory: 8343, top1_acc: 0.6674, top5_acc: 0.8537, loss_cls: 1.3652, loss: 1.3652, grad_norm: 4.7740 2020-08-16 03:40:47,536 - mmaction - INFO - Epoch [55][480/940] lr: 1.000e-03, eta: 8:32:09, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.6645, top5_acc: 0.8580, loss_cls: 1.3718, loss: 1.3718, grad_norm: 4.8110 2020-08-16 03:41:02,080 - mmaction - INFO - Epoch [55][500/940] lr: 1.000e-03, eta: 8:31:55, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.6637, top5_acc: 0.8533, loss_cls: 1.3923, loss: 1.3923, grad_norm: 4.7913 2020-08-16 03:41:16,637 - mmaction - INFO - Epoch [55][520/940] lr: 1.000e-03, eta: 8:31:40, time: 0.728, data_time: 0.002, memory: 8343, top1_acc: 0.6656, top5_acc: 0.8512, loss_cls: 1.3883, loss: 1.3883, grad_norm: 4.8145 2020-08-16 03:41:31,306 - mmaction - INFO - Epoch [55][540/940] lr: 1.000e-03, eta: 8:31:26, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.6561, top5_acc: 0.8486, loss_cls: 1.4184, loss: 1.4184, grad_norm: 4.8689 2020-08-16 03:41:46,472 - mmaction - INFO - Epoch [55][560/940] lr: 1.000e-03, eta: 8:31:13, time: 0.758, data_time: 0.002, memory: 8343, top1_acc: 0.6730, top5_acc: 0.8455, loss_cls: 1.3793, loss: 1.3793, grad_norm: 4.7356 2020-08-16 03:42:01,018 - mmaction - INFO - Epoch [55][580/940] lr: 1.000e-03, eta: 8:30:58, time: 0.727, data_time: 0.002, memory: 8343, top1_acc: 0.6758, top5_acc: 0.8613, loss_cls: 1.3274, loss: 1.3274, grad_norm: 4.7046 2020-08-16 03:42:15,922 - mmaction - INFO - Epoch [55][600/940] lr: 1.000e-03, eta: 8:30:44, time: 0.745, data_time: 0.007, memory: 8343, top1_acc: 0.6623, top5_acc: 0.8482, loss_cls: 1.3822, loss: 1.3822, grad_norm: 4.8130 2020-08-16 03:42:30,942 - mmaction - INFO - Epoch [55][620/940] lr: 1.000e-03, eta: 8:30:31, time: 0.751, data_time: 0.004, memory: 8343, top1_acc: 0.6572, top5_acc: 0.8457, loss_cls: 1.4242, loss: 1.4242, grad_norm: 4.8564 2020-08-16 03:42:45,538 - mmaction - INFO - Epoch [55][640/940] lr: 1.000e-03, eta: 8:30:16, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.6570, top5_acc: 0.8426, loss_cls: 1.4378, loss: 1.4378, grad_norm: 4.8469 2020-08-16 03:43:00,034 - mmaction - INFO - Epoch [55][660/940] lr: 1.000e-03, eta: 8:30:02, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.6619, top5_acc: 0.8455, loss_cls: 1.4186, loss: 1.4186, grad_norm: 4.8978 2020-08-16 03:43:14,854 - mmaction - INFO - Epoch [55][680/940] lr: 1.000e-03, eta: 8:29:48, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.6674, top5_acc: 0.8564, loss_cls: 1.3644, loss: 1.3644, grad_norm: 4.7368 2020-08-16 03:43:30,212 - mmaction - INFO - Epoch [55][700/940] lr: 1.000e-03, eta: 8:29:34, time: 0.768, data_time: 0.007, memory: 8343, top1_acc: 0.6615, top5_acc: 0.8504, loss_cls: 1.3901, loss: 1.3901, grad_norm: 4.8720 2020-08-16 03:43:45,162 - mmaction - INFO - Epoch [55][720/940] lr: 1.000e-03, eta: 8:29:21, time: 0.746, data_time: 0.007, memory: 8343, top1_acc: 0.6639, top5_acc: 0.8438, loss_cls: 1.4147, loss: 1.4147, grad_norm: 4.8423 2020-08-16 03:43:59,775 - mmaction - INFO - Epoch [55][740/940] lr: 1.000e-03, eta: 8:29:06, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.6682, top5_acc: 0.8559, loss_cls: 1.3860, loss: 1.3860, grad_norm: 4.8615 2020-08-16 03:44:15,260 - mmaction - INFO - Epoch [55][760/940] lr: 1.000e-03, eta: 8:28:53, time: 0.774, data_time: 0.002, memory: 8343, top1_acc: 0.6646, top5_acc: 0.8539, loss_cls: 1.3885, loss: 1.3885, grad_norm: 4.8286 2020-08-16 03:44:29,972 - mmaction - INFO - Epoch [55][780/940] lr: 1.000e-03, eta: 8:28:39, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.6643, top5_acc: 0.8469, loss_cls: 1.4044, loss: 1.4044, grad_norm: 4.7973 2020-08-16 03:44:44,772 - mmaction - INFO - Epoch [55][800/940] lr: 1.000e-03, eta: 8:28:25, time: 0.744, data_time: 0.007, memory: 8343, top1_acc: 0.6637, top5_acc: 0.8504, loss_cls: 1.3995, loss: 1.3995, grad_norm: 4.8410 2020-08-16 03:44:59,690 - mmaction - INFO - Epoch [55][820/940] lr: 1.000e-03, eta: 8:28:11, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.6670, top5_acc: 0.8459, loss_cls: 1.4183, loss: 1.4183, grad_norm: 4.7910 2020-08-16 03:45:14,652 - mmaction - INFO - Epoch [55][840/940] lr: 1.000e-03, eta: 8:27:57, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.6625, top5_acc: 0.8543, loss_cls: 1.3954, loss: 1.3954, grad_norm: 4.8010 2020-08-16 03:45:29,832 - mmaction - INFO - Epoch [55][860/940] lr: 1.000e-03, eta: 8:27:43, time: 0.759, data_time: 0.007, memory: 8343, top1_acc: 0.6609, top5_acc: 0.8471, loss_cls: 1.4182, loss: 1.4182, grad_norm: 4.8509 2020-08-16 03:45:44,267 - mmaction - INFO - Epoch [55][880/940] lr: 1.000e-03, eta: 8:27:29, time: 0.722, data_time: 0.004, memory: 8343, top1_acc: 0.6613, top5_acc: 0.8480, loss_cls: 1.4110, loss: 1.4110, grad_norm: 4.7982 2020-08-16 03:45:59,173 - mmaction - INFO - Epoch [55][900/940] lr: 1.000e-03, eta: 8:27:15, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.6627, top5_acc: 0.8521, loss_cls: 1.4098, loss: 1.4098, grad_norm: 4.8712 2020-08-16 03:46:13,829 - mmaction - INFO - Epoch [55][920/940] lr: 1.000e-03, eta: 8:27:01, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.6584, top5_acc: 0.8514, loss_cls: 1.4103, loss: 1.4103, grad_norm: 4.8393 2020-08-16 03:46:29,050 - mmaction - INFO - Epoch [55][940/940] lr: 1.000e-03, eta: 8:26:47, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.6650, top5_acc: 0.8559, loss_cls: 1.3700, loss: 1.3700, grad_norm: 4.8542 2020-08-16 03:46:29,513 - mmaction - INFO - Saving checkpoint at 55 epochs 2020-08-16 03:46:50,672 - mmaction - INFO - Epoch [56][20/940] lr: 1.000e-03, eta: 8:26:38, time: 1.033, data_time: 0.429, memory: 8343, top1_acc: 0.6668, top5_acc: 0.8523, loss_cls: 1.3710, loss: 1.3710, grad_norm: 4.7676 2020-08-16 03:47:04,371 - mmaction - INFO - Epoch [56][40/940] lr: 1.000e-03, eta: 8:26:23, time: 0.684, data_time: 0.005, memory: 8343, top1_acc: 0.6650, top5_acc: 0.8523, loss_cls: 1.3859, loss: 1.3859, grad_norm: 4.8107 2020-08-16 03:47:18,831 - mmaction - INFO - Epoch [56][60/940] lr: 1.000e-03, eta: 8:26:09, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.6771, top5_acc: 0.8520, loss_cls: 1.3425, loss: 1.3425, grad_norm: 4.7350 2020-08-16 03:47:34,548 - mmaction - INFO - Epoch [56][80/940] lr: 1.000e-03, eta: 8:25:55, time: 0.785, data_time: 0.006, memory: 8343, top1_acc: 0.6727, top5_acc: 0.8561, loss_cls: 1.3655, loss: 1.3655, grad_norm: 4.8193 2020-08-16 03:47:49,478 - mmaction - INFO - Epoch [56][100/940] lr: 1.000e-03, eta: 8:25:41, time: 0.747, data_time: 0.004, memory: 8343, top1_acc: 0.6648, top5_acc: 0.8535, loss_cls: 1.3901, loss: 1.3901, grad_norm: 4.8135 2020-08-16 03:48:04,495 - mmaction - INFO - Epoch [56][120/940] lr: 1.000e-03, eta: 8:25:28, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.6621, top5_acc: 0.8576, loss_cls: 1.4094, loss: 1.4094, grad_norm: 4.8862 2020-08-16 03:48:20,122 - mmaction - INFO - Epoch [56][140/940] lr: 1.000e-03, eta: 8:25:14, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.6658, top5_acc: 0.8514, loss_cls: 1.3877, loss: 1.3877, grad_norm: 4.7655 2020-08-16 03:48:34,544 - mmaction - INFO - Epoch [56][160/940] lr: 1.000e-03, eta: 8:25:00, time: 0.717, data_time: 0.006, memory: 8343, top1_acc: 0.6680, top5_acc: 0.8547, loss_cls: 1.3734, loss: 1.3734, grad_norm: 4.8270 2020-08-16 03:48:48,462 - mmaction - INFO - Epoch [56][180/940] lr: 1.000e-03, eta: 8:24:45, time: 0.701, data_time: 0.007, memory: 8343, top1_acc: 0.6725, top5_acc: 0.8578, loss_cls: 1.3742, loss: 1.3742, grad_norm: 4.8198 2020-08-16 03:49:02,557 - mmaction - INFO - Epoch [56][200/940] lr: 1.000e-03, eta: 8:24:30, time: 0.702, data_time: 0.005, memory: 8343, top1_acc: 0.6596, top5_acc: 0.8520, loss_cls: 1.4056, loss: 1.4056, grad_norm: 4.9243 2020-08-16 03:49:17,664 - mmaction - INFO - Epoch [56][220/940] lr: 1.000e-03, eta: 8:24:17, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.6687, top5_acc: 0.8531, loss_cls: 1.3911, loss: 1.3911, grad_norm: 4.8114 2020-08-16 03:49:31,516 - mmaction - INFO - Epoch [56][240/940] lr: 1.000e-03, eta: 8:24:02, time: 0.690, data_time: 0.006, memory: 8343, top1_acc: 0.6623, top5_acc: 0.8521, loss_cls: 1.3926, loss: 1.3926, grad_norm: 4.8794 2020-08-16 03:49:45,532 - mmaction - INFO - Epoch [56][260/940] lr: 1.000e-03, eta: 8:23:47, time: 0.703, data_time: 0.005, memory: 8343, top1_acc: 0.6738, top5_acc: 0.8564, loss_cls: 1.3523, loss: 1.3523, grad_norm: 4.7040 2020-08-16 03:49:59,904 - mmaction - INFO - Epoch [56][280/940] lr: 1.000e-03, eta: 8:23:33, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.6734, top5_acc: 0.8557, loss_cls: 1.3729, loss: 1.3729, grad_norm: 4.7978 2020-08-16 03:50:15,019 - mmaction - INFO - Epoch [56][300/940] lr: 1.000e-03, eta: 8:23:19, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.6732, top5_acc: 0.8525, loss_cls: 1.3743, loss: 1.3743, grad_norm: 4.8474 2020-08-16 03:50:29,130 - mmaction - INFO - Epoch [56][320/940] lr: 1.000e-03, eta: 8:23:04, time: 0.705, data_time: 0.006, memory: 8343, top1_acc: 0.6633, top5_acc: 0.8533, loss_cls: 1.3857, loss: 1.3857, grad_norm: 4.7917 2020-08-16 03:50:43,200 - mmaction - INFO - Epoch [56][340/940] lr: 1.000e-03, eta: 8:22:50, time: 0.705, data_time: 0.006, memory: 8343, top1_acc: 0.6631, top5_acc: 0.8590, loss_cls: 1.3806, loss: 1.3806, grad_norm: 4.8167 2020-08-16 03:50:58,642 - mmaction - INFO - Epoch [56][360/940] lr: 1.000e-03, eta: 8:22:36, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.6674, top5_acc: 0.8529, loss_cls: 1.3696, loss: 1.3696, grad_norm: 4.7820 2020-08-16 03:51:12,203 - mmaction - INFO - Epoch [56][380/940] lr: 1.000e-03, eta: 8:22:21, time: 0.681, data_time: 0.007, memory: 8343, top1_acc: 0.6678, top5_acc: 0.8498, loss_cls: 1.3992, loss: 1.3992, grad_norm: 4.8198 2020-08-16 03:51:27,177 - mmaction - INFO - Epoch [56][400/940] lr: 1.000e-03, eta: 8:22:07, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.6748, top5_acc: 0.8572, loss_cls: 1.3482, loss: 1.3482, grad_norm: 4.7763 2020-08-16 03:51:41,528 - mmaction - INFO - Epoch [56][420/940] lr: 1.000e-03, eta: 8:21:53, time: 0.721, data_time: 0.006, memory: 8343, top1_acc: 0.6539, top5_acc: 0.8432, loss_cls: 1.4361, loss: 1.4361, grad_norm: 4.8955 2020-08-16 03:51:55,411 - mmaction - INFO - Epoch [56][440/940] lr: 1.000e-03, eta: 8:21:38, time: 0.692, data_time: 0.007, memory: 8343, top1_acc: 0.6693, top5_acc: 0.8525, loss_cls: 1.3741, loss: 1.3741, grad_norm: 4.8054 2020-08-16 03:52:09,635 - mmaction - INFO - Epoch [56][460/940] lr: 1.000e-03, eta: 8:21:24, time: 0.713, data_time: 0.006, memory: 8343, top1_acc: 0.6713, top5_acc: 0.8594, loss_cls: 1.3646, loss: 1.3646, grad_norm: 4.8392 2020-08-16 03:52:23,956 - mmaction - INFO - Epoch [56][480/940] lr: 1.000e-03, eta: 8:21:09, time: 0.716, data_time: 0.006, memory: 8343, top1_acc: 0.6689, top5_acc: 0.8525, loss_cls: 1.3958, loss: 1.3958, grad_norm: 4.8955 2020-08-16 03:52:37,709 - mmaction - INFO - Epoch [56][500/940] lr: 1.000e-03, eta: 8:20:54, time: 0.688, data_time: 0.004, memory: 8343, top1_acc: 0.6756, top5_acc: 0.8568, loss_cls: 1.3513, loss: 1.3513, grad_norm: 4.7878 2020-08-16 03:52:51,802 - mmaction - INFO - Epoch [56][520/940] lr: 1.000e-03, eta: 8:20:40, time: 0.702, data_time: 0.006, memory: 8343, top1_acc: 0.6584, top5_acc: 0.8539, loss_cls: 1.4019, loss: 1.4019, grad_norm: 4.9329 2020-08-16 03:53:05,786 - mmaction - INFO - Epoch [56][540/940] lr: 1.000e-03, eta: 8:20:25, time: 0.701, data_time: 0.005, memory: 8343, top1_acc: 0.6691, top5_acc: 0.8549, loss_cls: 1.3696, loss: 1.3696, grad_norm: 4.8586 2020-08-16 03:53:19,957 - mmaction - INFO - Epoch [56][560/940] lr: 1.000e-03, eta: 8:20:10, time: 0.708, data_time: 0.006, memory: 8343, top1_acc: 0.6656, top5_acc: 0.8549, loss_cls: 1.3707, loss: 1.3707, grad_norm: 4.8244 2020-08-16 03:53:34,014 - mmaction - INFO - Epoch [56][580/940] lr: 1.000e-03, eta: 8:19:56, time: 0.703, data_time: 0.004, memory: 8343, top1_acc: 0.6641, top5_acc: 0.8543, loss_cls: 1.3947, loss: 1.3947, grad_norm: 4.8542 2020-08-16 03:53:48,014 - mmaction - INFO - Epoch [56][600/940] lr: 1.000e-03, eta: 8:19:41, time: 0.697, data_time: 0.006, memory: 8343, top1_acc: 0.6604, top5_acc: 0.8502, loss_cls: 1.3845, loss: 1.3845, grad_norm: 4.9338 2020-08-16 03:54:01,973 - mmaction - INFO - Epoch [56][620/940] lr: 1.000e-03, eta: 8:19:26, time: 0.701, data_time: 0.007, memory: 8343, top1_acc: 0.6703, top5_acc: 0.8564, loss_cls: 1.3826, loss: 1.3826, grad_norm: 4.8514 2020-08-16 03:54:16,914 - mmaction - INFO - Epoch [56][640/940] lr: 1.000e-03, eta: 8:19:12, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.6666, top5_acc: 0.8598, loss_cls: 1.3834, loss: 1.3834, grad_norm: 4.9108 2020-08-16 03:54:30,973 - mmaction - INFO - Epoch [56][660/940] lr: 1.000e-03, eta: 8:18:58, time: 0.706, data_time: 0.006, memory: 8343, top1_acc: 0.6684, top5_acc: 0.8494, loss_cls: 1.3843, loss: 1.3843, grad_norm: 4.8922 2020-08-16 03:54:47,547 - mmaction - INFO - Epoch [56][680/940] lr: 1.000e-03, eta: 8:18:45, time: 0.828, data_time: 0.005, memory: 8343, top1_acc: 0.6715, top5_acc: 0.8475, loss_cls: 1.3947, loss: 1.3947, grad_norm: 4.8190 2020-08-16 03:55:01,286 - mmaction - INFO - Epoch [56][700/940] lr: 1.000e-03, eta: 8:18:30, time: 0.687, data_time: 0.003, memory: 8343, top1_acc: 0.6535, top5_acc: 0.8439, loss_cls: 1.4304, loss: 1.4304, grad_norm: 4.9463 2020-08-16 03:55:15,707 - mmaction - INFO - Epoch [56][720/940] lr: 1.000e-03, eta: 8:18:16, time: 0.720, data_time: 0.006, memory: 8343, top1_acc: 0.6674, top5_acc: 0.8541, loss_cls: 1.3964, loss: 1.3964, grad_norm: 4.9128 2020-08-16 03:55:30,623 - mmaction - INFO - Epoch [56][740/940] lr: 1.000e-03, eta: 8:18:02, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.6672, top5_acc: 0.8510, loss_cls: 1.3895, loss: 1.3895, grad_norm: 4.8342 2020-08-16 03:55:44,792 - mmaction - INFO - Epoch [56][760/940] lr: 1.000e-03, eta: 8:17:47, time: 0.705, data_time: 0.006, memory: 8343, top1_acc: 0.6570, top5_acc: 0.8521, loss_cls: 1.4020, loss: 1.4020, grad_norm: 4.8986 2020-08-16 03:55:58,463 - mmaction - INFO - Epoch [56][780/940] lr: 1.000e-03, eta: 8:17:33, time: 0.687, data_time: 0.007, memory: 8343, top1_acc: 0.6670, top5_acc: 0.8486, loss_cls: 1.4035, loss: 1.4035, grad_norm: 4.8155 2020-08-16 03:56:12,831 - mmaction - INFO - Epoch [56][800/940] lr: 1.000e-03, eta: 8:17:18, time: 0.716, data_time: 0.006, memory: 8343, top1_acc: 0.6611, top5_acc: 0.8490, loss_cls: 1.4029, loss: 1.4029, grad_norm: 4.8340 2020-08-16 03:56:26,829 - mmaction - INFO - Epoch [56][820/940] lr: 1.000e-03, eta: 8:17:04, time: 0.703, data_time: 0.007, memory: 8343, top1_acc: 0.6736, top5_acc: 0.8623, loss_cls: 1.3353, loss: 1.3353, grad_norm: 4.7607 2020-08-16 03:56:42,337 - mmaction - INFO - Epoch [56][840/940] lr: 1.000e-03, eta: 8:16:50, time: 0.772, data_time: 0.006, memory: 8343, top1_acc: 0.6602, top5_acc: 0.8539, loss_cls: 1.3898, loss: 1.3898, grad_norm: 4.9215 2020-08-16 03:56:55,718 - mmaction - INFO - Epoch [56][860/940] lr: 1.000e-03, eta: 8:16:35, time: 0.672, data_time: 0.007, memory: 8343, top1_acc: 0.6674, top5_acc: 0.8564, loss_cls: 1.3892, loss: 1.3892, grad_norm: 4.8921 2020-08-16 03:57:09,647 - mmaction - INFO - Epoch [56][880/940] lr: 1.000e-03, eta: 8:16:20, time: 0.694, data_time: 0.006, memory: 8343, top1_acc: 0.6533, top5_acc: 0.8531, loss_cls: 1.4189, loss: 1.4189, grad_norm: 4.8918 2020-08-16 03:57:24,144 - mmaction - INFO - Epoch [56][900/940] lr: 1.000e-03, eta: 8:16:06, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.6672, top5_acc: 0.8535, loss_cls: 1.3615, loss: 1.3615, grad_norm: 4.7901 2020-08-16 03:57:38,536 - mmaction - INFO - Epoch [56][920/940] lr: 1.000e-03, eta: 8:15:51, time: 0.717, data_time: 0.007, memory: 8343, top1_acc: 0.6645, top5_acc: 0.8566, loss_cls: 1.3786, loss: 1.3786, grad_norm: 4.9384 2020-08-16 03:57:51,853 - mmaction - INFO - Epoch [56][940/940] lr: 1.000e-03, eta: 8:15:36, time: 0.669, data_time: 0.008, memory: 8343, top1_acc: 0.6616, top5_acc: 0.8421, loss_cls: 1.4307, loss: 1.4307, grad_norm: 4.9953 2020-08-16 03:58:13,248 - mmaction - INFO - Epoch [57][20/940] lr: 1.000e-03, eta: 8:15:27, time: 1.050, data_time: 0.433, memory: 8343, top1_acc: 0.6631, top5_acc: 0.8502, loss_cls: 1.3977, loss: 1.3977, grad_norm: 4.9200 2020-08-16 03:58:27,682 - mmaction - INFO - Epoch [57][40/940] lr: 1.000e-03, eta: 8:15:13, time: 0.721, data_time: 0.007, memory: 8343, top1_acc: 0.6742, top5_acc: 0.8545, loss_cls: 1.3815, loss: 1.3815, grad_norm: 4.8504 2020-08-16 03:58:41,276 - mmaction - INFO - Epoch [57][60/940] lr: 1.000e-03, eta: 8:14:58, time: 0.681, data_time: 0.005, memory: 8343, top1_acc: 0.6689, top5_acc: 0.8611, loss_cls: 1.3340, loss: 1.3340, grad_norm: 4.7244 2020-08-16 03:58:56,390 - mmaction - INFO - Epoch [57][80/940] lr: 1.000e-03, eta: 8:14:44, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.6633, top5_acc: 0.8566, loss_cls: 1.3834, loss: 1.3834, grad_norm: 4.8311 2020-08-16 03:59:09,979 - mmaction - INFO - Epoch [57][100/940] lr: 1.000e-03, eta: 8:14:29, time: 0.682, data_time: 0.006, memory: 8343, top1_acc: 0.6652, top5_acc: 0.8576, loss_cls: 1.3740, loss: 1.3740, grad_norm: 4.8482 2020-08-16 03:59:24,132 - mmaction - INFO - Epoch [57][120/940] lr: 1.000e-03, eta: 8:14:14, time: 0.706, data_time: 0.005, memory: 8343, top1_acc: 0.6678, top5_acc: 0.8510, loss_cls: 1.3930, loss: 1.3930, grad_norm: 4.9058 2020-08-16 03:59:38,881 - mmaction - INFO - Epoch [57][140/940] lr: 1.000e-03, eta: 8:14:00, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.6504, top5_acc: 0.8434, loss_cls: 1.4347, loss: 1.4347, grad_norm: 4.9600 2020-08-16 03:59:52,792 - mmaction - INFO - Epoch [57][160/940] lr: 1.000e-03, eta: 8:13:46, time: 0.696, data_time: 0.007, memory: 8343, top1_acc: 0.6701, top5_acc: 0.8486, loss_cls: 1.3731, loss: 1.3731, grad_norm: 4.8942 2020-08-16 04:00:06,898 - mmaction - INFO - Epoch [57][180/940] lr: 1.000e-03, eta: 8:13:31, time: 0.702, data_time: 0.004, memory: 8343, top1_acc: 0.6639, top5_acc: 0.8559, loss_cls: 1.3891, loss: 1.3891, grad_norm: 4.8313 2020-08-16 04:00:21,210 - mmaction - INFO - Epoch [57][200/940] lr: 1.000e-03, eta: 8:13:16, time: 0.716, data_time: 0.011, memory: 8343, top1_acc: 0.6660, top5_acc: 0.8488, loss_cls: 1.3912, loss: 1.3912, grad_norm: 4.9066 2020-08-16 04:00:35,931 - mmaction - INFO - Epoch [57][220/940] lr: 1.000e-03, eta: 8:13:02, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.6471, top5_acc: 0.8438, loss_cls: 1.4422, loss: 1.4422, grad_norm: 5.0356 2020-08-16 04:00:50,052 - mmaction - INFO - Epoch [57][240/940] lr: 1.000e-03, eta: 8:12:48, time: 0.702, data_time: 0.006, memory: 8343, top1_acc: 0.6787, top5_acc: 0.8605, loss_cls: 1.3359, loss: 1.3359, grad_norm: 4.8816 2020-08-16 04:01:04,078 - mmaction - INFO - Epoch [57][260/940] lr: 1.000e-03, eta: 8:12:33, time: 0.705, data_time: 0.007, memory: 8343, top1_acc: 0.6795, top5_acc: 0.8570, loss_cls: 1.3487, loss: 1.3487, grad_norm: 4.7548 2020-08-16 04:01:18,351 - mmaction - INFO - Epoch [57][280/940] lr: 1.000e-03, eta: 8:12:19, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.6641, top5_acc: 0.8568, loss_cls: 1.3748, loss: 1.3748, grad_norm: 4.8672 2020-08-16 04:01:32,872 - mmaction - INFO - Epoch [57][300/940] lr: 1.000e-03, eta: 8:12:04, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.6678, top5_acc: 0.8545, loss_cls: 1.3682, loss: 1.3682, grad_norm: 4.8847 2020-08-16 04:01:47,893 - mmaction - INFO - Epoch [57][320/940] lr: 1.000e-03, eta: 8:11:50, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.6482, top5_acc: 0.8375, loss_cls: 1.4496, loss: 1.4496, grad_norm: 4.9238 2020-08-16 04:02:01,895 - mmaction - INFO - Epoch [57][340/940] lr: 1.000e-03, eta: 8:11:36, time: 0.702, data_time: 0.006, memory: 8343, top1_acc: 0.6613, top5_acc: 0.8525, loss_cls: 1.3930, loss: 1.3930, grad_norm: 4.8890 2020-08-16 04:02:15,593 - mmaction - INFO - Epoch [57][360/940] lr: 1.000e-03, eta: 8:11:21, time: 0.683, data_time: 0.006, memory: 8343, top1_acc: 0.6604, top5_acc: 0.8572, loss_cls: 1.3751, loss: 1.3751, grad_norm: 4.8501 2020-08-16 04:02:30,031 - mmaction - INFO - Epoch [57][380/940] lr: 1.000e-03, eta: 8:11:07, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.6668, top5_acc: 0.8592, loss_cls: 1.3651, loss: 1.3651, grad_norm: 4.8857 2020-08-16 04:02:44,296 - mmaction - INFO - Epoch [57][400/940] lr: 1.000e-03, eta: 8:10:52, time: 0.713, data_time: 0.002, memory: 8343, top1_acc: 0.6627, top5_acc: 0.8500, loss_cls: 1.3852, loss: 1.3852, grad_norm: 4.8718 2020-08-16 04:02:58,660 - mmaction - INFO - Epoch [57][420/940] lr: 1.000e-03, eta: 8:10:38, time: 0.717, data_time: 0.006, memory: 8343, top1_acc: 0.6611, top5_acc: 0.8523, loss_cls: 1.3999, loss: 1.3999, grad_norm: 4.9076 2020-08-16 04:03:12,046 - mmaction - INFO - Epoch [57][440/940] lr: 1.000e-03, eta: 8:10:23, time: 0.671, data_time: 0.006, memory: 8343, top1_acc: 0.6689, top5_acc: 0.8547, loss_cls: 1.3853, loss: 1.3853, grad_norm: 4.8258 2020-08-16 04:03:26,258 - mmaction - INFO - Epoch [57][460/940] lr: 1.000e-03, eta: 8:10:08, time: 0.709, data_time: 0.007, memory: 8343, top1_acc: 0.6666, top5_acc: 0.8580, loss_cls: 1.3669, loss: 1.3669, grad_norm: 4.8916 2020-08-16 04:03:40,423 - mmaction - INFO - Epoch [57][480/940] lr: 1.000e-03, eta: 8:09:53, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.6637, top5_acc: 0.8514, loss_cls: 1.3792, loss: 1.3792, grad_norm: 4.8278 2020-08-16 04:03:55,171 - mmaction - INFO - Epoch [57][500/940] lr: 1.000e-03, eta: 8:09:39, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.6723, top5_acc: 0.8529, loss_cls: 1.3654, loss: 1.3654, grad_norm: 4.8949 2020-08-16 04:04:08,637 - mmaction - INFO - Epoch [57][520/940] lr: 1.000e-03, eta: 8:09:24, time: 0.673, data_time: 0.004, memory: 8343, top1_acc: 0.6617, top5_acc: 0.8514, loss_cls: 1.3807, loss: 1.3807, grad_norm: 4.9069 2020-08-16 04:04:23,890 - mmaction - INFO - Epoch [57][540/940] lr: 1.000e-03, eta: 8:09:11, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.6543, top5_acc: 0.8453, loss_cls: 1.4142, loss: 1.4142, grad_norm: 4.9312 2020-08-16 04:04:38,165 - mmaction - INFO - Epoch [57][560/940] lr: 1.000e-03, eta: 8:08:56, time: 0.710, data_time: 0.001, memory: 8343, top1_acc: 0.6754, top5_acc: 0.8555, loss_cls: 1.3483, loss: 1.3483, grad_norm: 4.8246 2020-08-16 04:04:51,604 - mmaction - INFO - Epoch [57][580/940] lr: 1.000e-03, eta: 8:08:41, time: 0.676, data_time: 0.008, memory: 8343, top1_acc: 0.6664, top5_acc: 0.8504, loss_cls: 1.3873, loss: 1.3873, grad_norm: 4.9045 2020-08-16 04:05:05,910 - mmaction - INFO - Epoch [57][600/940] lr: 1.000e-03, eta: 8:08:27, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.6654, top5_acc: 0.8529, loss_cls: 1.3973, loss: 1.3973, grad_norm: 4.9022 2020-08-16 04:05:19,934 - mmaction - INFO - Epoch [57][620/940] lr: 1.000e-03, eta: 8:08:12, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.6590, top5_acc: 0.8434, loss_cls: 1.4491, loss: 1.4491, grad_norm: 5.0111 2020-08-16 04:05:33,930 - mmaction - INFO - Epoch [57][640/940] lr: 1.000e-03, eta: 8:07:57, time: 0.699, data_time: 0.006, memory: 8343, top1_acc: 0.6533, top5_acc: 0.8529, loss_cls: 1.3958, loss: 1.3958, grad_norm: 4.9982 2020-08-16 04:05:47,719 - mmaction - INFO - Epoch [57][660/940] lr: 1.000e-03, eta: 8:07:42, time: 0.691, data_time: 0.006, memory: 8343, top1_acc: 0.6646, top5_acc: 0.8543, loss_cls: 1.3765, loss: 1.3765, grad_norm: 4.8608 2020-08-16 04:06:02,587 - mmaction - INFO - Epoch [57][680/940] lr: 1.000e-03, eta: 8:07:28, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.6746, top5_acc: 0.8549, loss_cls: 1.3711, loss: 1.3711, grad_norm: 4.9138 2020-08-16 04:06:16,256 - mmaction - INFO - Epoch [57][700/940] lr: 1.000e-03, eta: 8:07:14, time: 0.685, data_time: 0.005, memory: 8343, top1_acc: 0.6555, top5_acc: 0.8471, loss_cls: 1.4372, loss: 1.4372, grad_norm: 4.9900 2020-08-16 04:06:29,958 - mmaction - INFO - Epoch [57][720/940] lr: 1.000e-03, eta: 8:06:59, time: 0.682, data_time: 0.005, memory: 8343, top1_acc: 0.6594, top5_acc: 0.8389, loss_cls: 1.4496, loss: 1.4496, grad_norm: 4.8832 2020-08-16 04:06:44,487 - mmaction - INFO - Epoch [57][740/940] lr: 1.000e-03, eta: 8:06:44, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.6607, top5_acc: 0.8479, loss_cls: 1.4113, loss: 1.4113, grad_norm: 4.9221 2020-08-16 04:06:58,615 - mmaction - INFO - Epoch [57][760/940] lr: 1.000e-03, eta: 8:06:30, time: 0.704, data_time: 0.006, memory: 8343, top1_acc: 0.6754, top5_acc: 0.8588, loss_cls: 1.3408, loss: 1.3408, grad_norm: 4.8240 2020-08-16 04:07:13,246 - mmaction - INFO - Epoch [57][780/940] lr: 1.000e-03, eta: 8:06:16, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.6717, top5_acc: 0.8594, loss_cls: 1.3617, loss: 1.3617, grad_norm: 4.8749 2020-08-16 04:07:26,790 - mmaction - INFO - Epoch [57][800/940] lr: 1.000e-03, eta: 8:06:01, time: 0.676, data_time: 0.007, memory: 8343, top1_acc: 0.6713, top5_acc: 0.8570, loss_cls: 1.3570, loss: 1.3570, grad_norm: 4.8391 2020-08-16 04:07:40,873 - mmaction - INFO - Epoch [57][820/940] lr: 1.000e-03, eta: 8:05:46, time: 0.706, data_time: 0.006, memory: 8343, top1_acc: 0.6721, top5_acc: 0.8449, loss_cls: 1.3920, loss: 1.3920, grad_norm: 4.8838 2020-08-16 04:07:54,812 - mmaction - INFO - Epoch [57][840/940] lr: 1.000e-03, eta: 8:05:31, time: 0.698, data_time: 0.007, memory: 8343, top1_acc: 0.6629, top5_acc: 0.8604, loss_cls: 1.3728, loss: 1.3728, grad_norm: 4.8843 2020-08-16 04:08:08,743 - mmaction - INFO - Epoch [57][860/940] lr: 1.000e-03, eta: 8:05:17, time: 0.696, data_time: 0.002, memory: 8343, top1_acc: 0.6564, top5_acc: 0.8512, loss_cls: 1.4159, loss: 1.4159, grad_norm: 4.9310 2020-08-16 04:08:22,337 - mmaction - INFO - Epoch [57][880/940] lr: 1.000e-03, eta: 8:05:02, time: 0.681, data_time: 0.007, memory: 8343, top1_acc: 0.6652, top5_acc: 0.8518, loss_cls: 1.3691, loss: 1.3691, grad_norm: 4.8466 2020-08-16 04:08:37,634 - mmaction - INFO - Epoch [57][900/940] lr: 1.000e-03, eta: 8:04:48, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.6600, top5_acc: 0.8453, loss_cls: 1.4286, loss: 1.4286, grad_norm: 4.9724 2020-08-16 04:08:50,764 - mmaction - INFO - Epoch [57][920/940] lr: 1.000e-03, eta: 8:04:33, time: 0.658, data_time: 0.005, memory: 8343, top1_acc: 0.6744, top5_acc: 0.8572, loss_cls: 1.3523, loss: 1.3523, grad_norm: 4.7729 2020-08-16 04:09:04,755 - mmaction - INFO - Epoch [57][940/940] lr: 1.000e-03, eta: 8:04:18, time: 0.698, data_time: 0.006, memory: 8343, top1_acc: 0.6567, top5_acc: 0.8439, loss_cls: 1.4066, loss: 1.4066, grad_norm: 5.0197 2020-08-16 04:09:30,176 - mmaction - INFO - Epoch [58][20/940] lr: 1.000e-03, eta: 8:04:11, time: 1.248, data_time: 0.620, memory: 8343, top1_acc: 0.6715, top5_acc: 0.8643, loss_cls: 1.3378, loss: 1.3378, grad_norm: 4.9029 2020-08-16 04:09:42,436 - mmaction - INFO - Epoch [58][40/940] lr: 1.000e-03, eta: 8:03:55, time: 0.613, data_time: 0.002, memory: 8343, top1_acc: 0.6736, top5_acc: 0.8520, loss_cls: 1.3633, loss: 1.3633, grad_norm: 4.8278 2020-08-16 04:09:56,009 - mmaction - INFO - Epoch [58][60/940] lr: 1.000e-03, eta: 8:03:40, time: 0.679, data_time: 0.006, memory: 8343, top1_acc: 0.6586, top5_acc: 0.8506, loss_cls: 1.4077, loss: 1.4077, grad_norm: 4.9209 2020-08-16 04:10:10,580 - mmaction - INFO - Epoch [58][80/940] lr: 1.000e-03, eta: 8:03:26, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.6641, top5_acc: 0.8490, loss_cls: 1.3933, loss: 1.3933, grad_norm: 4.9121 2020-08-16 04:10:23,633 - mmaction - INFO - Epoch [58][100/940] lr: 1.000e-03, eta: 8:03:11, time: 0.654, data_time: 0.005, memory: 8343, top1_acc: 0.6715, top5_acc: 0.8586, loss_cls: 1.3515, loss: 1.3515, grad_norm: 4.8621 2020-08-16 04:10:37,166 - mmaction - INFO - Epoch [58][120/940] lr: 1.000e-03, eta: 8:02:56, time: 0.674, data_time: 0.007, memory: 8343, top1_acc: 0.6672, top5_acc: 0.8592, loss_cls: 1.3464, loss: 1.3464, grad_norm: 4.8635 2020-08-16 04:10:51,364 - mmaction - INFO - Epoch [58][140/940] lr: 1.000e-03, eta: 8:02:41, time: 0.713, data_time: 0.006, memory: 8343, top1_acc: 0.6594, top5_acc: 0.8543, loss_cls: 1.4088, loss: 1.4088, grad_norm: 5.0047 2020-08-16 04:11:05,172 - mmaction - INFO - Epoch [58][160/940] lr: 1.000e-03, eta: 8:02:26, time: 0.688, data_time: 0.005, memory: 8343, top1_acc: 0.6750, top5_acc: 0.8557, loss_cls: 1.3635, loss: 1.3635, grad_norm: 4.8463 2020-08-16 04:11:19,572 - mmaction - INFO - Epoch [58][180/940] lr: 1.000e-03, eta: 8:02:12, time: 0.722, data_time: 0.006, memory: 8343, top1_acc: 0.6639, top5_acc: 0.8539, loss_cls: 1.3942, loss: 1.3942, grad_norm: 4.8892 2020-08-16 04:11:32,985 - mmaction - INFO - Epoch [58][200/940] lr: 1.000e-03, eta: 8:01:57, time: 0.668, data_time: 0.006, memory: 8343, top1_acc: 0.6697, top5_acc: 0.8520, loss_cls: 1.3686, loss: 1.3686, grad_norm: 4.8886 2020-08-16 04:11:48,259 - mmaction - INFO - Epoch [58][220/940] lr: 1.000e-03, eta: 8:01:43, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.6604, top5_acc: 0.8496, loss_cls: 1.3868, loss: 1.3868, grad_norm: 4.9512 2020-08-16 04:12:01,935 - mmaction - INFO - Epoch [58][240/940] lr: 1.000e-03, eta: 8:01:28, time: 0.682, data_time: 0.006, memory: 8343, top1_acc: 0.6574, top5_acc: 0.8480, loss_cls: 1.4350, loss: 1.4350, grad_norm: 4.9496 2020-08-16 04:12:15,518 - mmaction - INFO - Epoch [58][260/940] lr: 1.000e-03, eta: 8:01:13, time: 0.681, data_time: 0.006, memory: 8343, top1_acc: 0.6555, top5_acc: 0.8471, loss_cls: 1.4154, loss: 1.4154, grad_norm: 4.9803 2020-08-16 04:12:29,343 - mmaction - INFO - Epoch [58][280/940] lr: 1.000e-03, eta: 8:00:59, time: 0.689, data_time: 0.006, memory: 8343, top1_acc: 0.6686, top5_acc: 0.8555, loss_cls: 1.3917, loss: 1.3917, grad_norm: 4.9389 2020-08-16 04:12:42,862 - mmaction - INFO - Epoch [58][300/940] lr: 1.000e-03, eta: 8:00:44, time: 0.678, data_time: 0.006, memory: 8343, top1_acc: 0.6676, top5_acc: 0.8398, loss_cls: 1.4183, loss: 1.4183, grad_norm: 5.0017 2020-08-16 04:12:56,789 - mmaction - INFO - Epoch [58][320/940] lr: 1.000e-03, eta: 8:00:29, time: 0.697, data_time: 0.002, memory: 8343, top1_acc: 0.6752, top5_acc: 0.8559, loss_cls: 1.3611, loss: 1.3611, grad_norm: 4.9617 2020-08-16 04:13:11,480 - mmaction - INFO - Epoch [58][340/940] lr: 1.000e-03, eta: 8:00:15, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.6734, top5_acc: 0.8473, loss_cls: 1.3880, loss: 1.3880, grad_norm: 4.8692 2020-08-16 04:13:25,724 - mmaction - INFO - Epoch [58][360/940] lr: 1.000e-03, eta: 8:00:00, time: 0.710, data_time: 0.006, memory: 8343, top1_acc: 0.6795, top5_acc: 0.8582, loss_cls: 1.3528, loss: 1.3528, grad_norm: 4.8684 2020-08-16 04:13:39,280 - mmaction - INFO - Epoch [58][380/940] lr: 1.000e-03, eta: 7:59:45, time: 0.679, data_time: 0.005, memory: 8343, top1_acc: 0.6521, top5_acc: 0.8457, loss_cls: 1.4124, loss: 1.4124, grad_norm: 4.9057 2020-08-16 04:13:53,205 - mmaction - INFO - Epoch [58][400/940] lr: 1.000e-03, eta: 7:59:31, time: 0.695, data_time: 0.006, memory: 8343, top1_acc: 0.6713, top5_acc: 0.8582, loss_cls: 1.3464, loss: 1.3464, grad_norm: 4.7763 2020-08-16 04:14:06,652 - mmaction - INFO - Epoch [58][420/940] lr: 1.000e-03, eta: 7:59:16, time: 0.674, data_time: 0.004, memory: 8343, top1_acc: 0.6736, top5_acc: 0.8605, loss_cls: 1.3572, loss: 1.3572, grad_norm: 4.9640 2020-08-16 04:14:21,562 - mmaction - INFO - Epoch [58][440/940] lr: 1.000e-03, eta: 7:59:01, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.6670, top5_acc: 0.8506, loss_cls: 1.3673, loss: 1.3673, grad_norm: 4.8503 2020-08-16 04:14:36,372 - mmaction - INFO - Epoch [58][460/940] lr: 1.000e-03, eta: 7:58:47, time: 0.744, data_time: 0.007, memory: 8343, top1_acc: 0.6727, top5_acc: 0.8559, loss_cls: 1.3680, loss: 1.3680, grad_norm: 4.9067 2020-08-16 04:14:49,632 - mmaction - INFO - Epoch [58][480/940] lr: 1.000e-03, eta: 7:58:32, time: 0.661, data_time: 0.005, memory: 8343, top1_acc: 0.6719, top5_acc: 0.8527, loss_cls: 1.3711, loss: 1.3711, grad_norm: 4.8058 2020-08-16 04:15:04,242 - mmaction - INFO - Epoch [58][500/940] lr: 1.000e-03, eta: 7:58:18, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.6770, top5_acc: 0.8625, loss_cls: 1.3301, loss: 1.3301, grad_norm: 4.8474 2020-08-16 04:15:17,369 - mmaction - INFO - Epoch [58][520/940] lr: 1.000e-03, eta: 7:58:03, time: 0.656, data_time: 0.002, memory: 8343, top1_acc: 0.6703, top5_acc: 0.8553, loss_cls: 1.3757, loss: 1.3757, grad_norm: 4.8916 2020-08-16 04:15:31,165 - mmaction - INFO - Epoch [58][540/940] lr: 1.000e-03, eta: 7:57:48, time: 0.689, data_time: 0.006, memory: 8343, top1_acc: 0.6680, top5_acc: 0.8482, loss_cls: 1.3655, loss: 1.3655, grad_norm: 4.8525 2020-08-16 04:15:44,783 - mmaction - INFO - Epoch [58][560/940] lr: 1.000e-03, eta: 7:57:33, time: 0.682, data_time: 0.005, memory: 8343, top1_acc: 0.6645, top5_acc: 0.8492, loss_cls: 1.3978, loss: 1.3978, grad_norm: 4.9567 2020-08-16 04:15:58,594 - mmaction - INFO - Epoch [58][580/940] lr: 1.000e-03, eta: 7:57:18, time: 0.688, data_time: 0.006, memory: 8343, top1_acc: 0.6734, top5_acc: 0.8576, loss_cls: 1.3547, loss: 1.3547, grad_norm: 4.8984 2020-08-16 04:16:13,227 - mmaction - INFO - Epoch [58][600/940] lr: 1.000e-03, eta: 7:57:04, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.6617, top5_acc: 0.8508, loss_cls: 1.3858, loss: 1.3858, grad_norm: 4.8665 2020-08-16 04:16:26,959 - mmaction - INFO - Epoch [58][620/940] lr: 1.000e-03, eta: 7:56:49, time: 0.684, data_time: 0.006, memory: 8343, top1_acc: 0.6629, top5_acc: 0.8455, loss_cls: 1.4330, loss: 1.4330, grad_norm: 5.0091 2020-08-16 04:16:42,304 - mmaction - INFO - Epoch [58][640/940] lr: 1.000e-03, eta: 7:56:36, time: 0.769, data_time: 0.006, memory: 8343, top1_acc: 0.6654, top5_acc: 0.8514, loss_cls: 1.3781, loss: 1.3781, grad_norm: 4.9253 2020-08-16 04:16:56,643 - mmaction - INFO - Epoch [58][660/940] lr: 1.000e-03, eta: 7:56:21, time: 0.715, data_time: 0.005, memory: 8343, top1_acc: 0.6686, top5_acc: 0.8561, loss_cls: 1.3590, loss: 1.3590, grad_norm: 5.0130 2020-08-16 04:17:10,343 - mmaction - INFO - Epoch [58][680/940] lr: 1.000e-03, eta: 7:56:06, time: 0.687, data_time: 0.005, memory: 8343, top1_acc: 0.6662, top5_acc: 0.8480, loss_cls: 1.4121, loss: 1.4121, grad_norm: 4.9218 2020-08-16 04:17:24,947 - mmaction - INFO - Epoch [58][700/940] lr: 1.000e-03, eta: 7:55:52, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.6627, top5_acc: 0.8562, loss_cls: 1.3706, loss: 1.3706, grad_norm: 4.8862 2020-08-16 04:17:38,640 - mmaction - INFO - Epoch [58][720/940] lr: 1.000e-03, eta: 7:55:37, time: 0.688, data_time: 0.007, memory: 8343, top1_acc: 0.6598, top5_acc: 0.8490, loss_cls: 1.3987, loss: 1.3987, grad_norm: 4.9629 2020-08-16 04:17:52,740 - mmaction - INFO - Epoch [58][740/940] lr: 1.000e-03, eta: 7:55:23, time: 0.703, data_time: 0.006, memory: 8343, top1_acc: 0.6674, top5_acc: 0.8537, loss_cls: 1.3850, loss: 1.3850, grad_norm: 4.8878 2020-08-16 04:18:06,551 - mmaction - INFO - Epoch [58][760/940] lr: 1.000e-03, eta: 7:55:08, time: 0.693, data_time: 0.006, memory: 8343, top1_acc: 0.6662, top5_acc: 0.8504, loss_cls: 1.3836, loss: 1.3836, grad_norm: 4.9107 2020-08-16 04:18:20,661 - mmaction - INFO - Epoch [58][780/940] lr: 1.000e-03, eta: 7:54:53, time: 0.703, data_time: 0.006, memory: 8343, top1_acc: 0.6787, top5_acc: 0.8502, loss_cls: 1.3740, loss: 1.3740, grad_norm: 4.9349 2020-08-16 04:18:34,583 - mmaction - INFO - Epoch [58][800/940] lr: 1.000e-03, eta: 7:54:39, time: 0.699, data_time: 0.006, memory: 8343, top1_acc: 0.6654, top5_acc: 0.8607, loss_cls: 1.3570, loss: 1.3570, grad_norm: 4.8469 2020-08-16 04:18:48,388 - mmaction - INFO - Epoch [58][820/940] lr: 1.000e-03, eta: 7:54:24, time: 0.687, data_time: 0.005, memory: 8343, top1_acc: 0.6625, top5_acc: 0.8520, loss_cls: 1.4093, loss: 1.4093, grad_norm: 4.9436 2020-08-16 04:19:02,287 - mmaction - INFO - Epoch [58][840/940] lr: 1.000e-03, eta: 7:54:09, time: 0.698, data_time: 0.007, memory: 8343, top1_acc: 0.6734, top5_acc: 0.8584, loss_cls: 1.3423, loss: 1.3423, grad_norm: 4.8526 2020-08-16 04:19:16,135 - mmaction - INFO - Epoch [58][860/940] lr: 1.000e-03, eta: 7:53:54, time: 0.690, data_time: 0.005, memory: 8343, top1_acc: 0.6646, top5_acc: 0.8551, loss_cls: 1.3740, loss: 1.3740, grad_norm: 4.9274 2020-08-16 04:19:31,084 - mmaction - INFO - Epoch [58][880/940] lr: 1.000e-03, eta: 7:53:40, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.6639, top5_acc: 0.8516, loss_cls: 1.3875, loss: 1.3875, grad_norm: 4.8929 2020-08-16 04:19:44,720 - mmaction - INFO - Epoch [58][900/940] lr: 1.000e-03, eta: 7:53:25, time: 0.680, data_time: 0.006, memory: 8343, top1_acc: 0.6658, top5_acc: 0.8461, loss_cls: 1.4054, loss: 1.4054, grad_norm: 4.8971 2020-08-16 04:19:59,574 - mmaction - INFO - Epoch [58][920/940] lr: 1.000e-03, eta: 7:53:11, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.6768, top5_acc: 0.8568, loss_cls: 1.3667, loss: 1.3667, grad_norm: 4.8672 2020-08-16 04:20:12,736 - mmaction - INFO - Epoch [58][940/940] lr: 1.000e-03, eta: 7:52:56, time: 0.658, data_time: 0.006, memory: 8343, top1_acc: 0.6577, top5_acc: 0.8425, loss_cls: 1.4509, loss: 1.4509, grad_norm: 5.0398 2020-08-16 04:20:34,215 - mmaction - INFO - Epoch [59][20/940] lr: 1.000e-03, eta: 7:52:47, time: 1.050, data_time: 0.429, memory: 8343, top1_acc: 0.6646, top5_acc: 0.8484, loss_cls: 1.4062, loss: 1.4062, grad_norm: 4.9267 2020-08-16 04:20:48,148 - mmaction - INFO - Epoch [59][40/940] lr: 1.000e-03, eta: 7:52:32, time: 0.693, data_time: 0.005, memory: 8343, top1_acc: 0.6738, top5_acc: 0.8543, loss_cls: 1.3696, loss: 1.3696, grad_norm: 4.8929 2020-08-16 04:21:01,374 - mmaction - INFO - Epoch [59][60/940] lr: 1.000e-03, eta: 7:52:17, time: 0.665, data_time: 0.007, memory: 8343, top1_acc: 0.6641, top5_acc: 0.8600, loss_cls: 1.3670, loss: 1.3670, grad_norm: 4.9877 2020-08-16 04:21:15,820 - mmaction - INFO - Epoch [59][80/940] lr: 1.000e-03, eta: 7:52:02, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.6678, top5_acc: 0.8555, loss_cls: 1.3809, loss: 1.3809, grad_norm: 4.8851 2020-08-16 04:21:29,440 - mmaction - INFO - Epoch [59][100/940] lr: 1.000e-03, eta: 7:51:47, time: 0.683, data_time: 0.006, memory: 8343, top1_acc: 0.6629, top5_acc: 0.8531, loss_cls: 1.3903, loss: 1.3903, grad_norm: 4.8875 2020-08-16 04:21:43,218 - mmaction - INFO - Epoch [59][120/940] lr: 1.000e-03, eta: 7:51:33, time: 0.687, data_time: 0.006, memory: 8343, top1_acc: 0.6596, top5_acc: 0.8504, loss_cls: 1.4027, loss: 1.4027, grad_norm: 4.9849 2020-08-16 04:21:56,917 - mmaction - INFO - Epoch [59][140/940] lr: 1.000e-03, eta: 7:51:18, time: 0.688, data_time: 0.006, memory: 8343, top1_acc: 0.6598, top5_acc: 0.8537, loss_cls: 1.4113, loss: 1.4113, grad_norm: 4.9604 2020-08-16 04:22:10,999 - mmaction - INFO - Epoch [59][160/940] lr: 1.000e-03, eta: 7:51:03, time: 0.704, data_time: 0.006, memory: 8343, top1_acc: 0.6711, top5_acc: 0.8541, loss_cls: 1.3758, loss: 1.3758, grad_norm: 4.9774 2020-08-16 04:22:24,504 - mmaction - INFO - Epoch [59][180/940] lr: 1.000e-03, eta: 7:50:48, time: 0.675, data_time: 0.002, memory: 8343, top1_acc: 0.6664, top5_acc: 0.8531, loss_cls: 1.3765, loss: 1.3765, grad_norm: 4.9765 2020-08-16 04:22:39,238 - mmaction - INFO - Epoch [59][200/940] lr: 1.000e-03, eta: 7:50:34, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.6658, top5_acc: 0.8564, loss_cls: 1.3814, loss: 1.3814, grad_norm: 4.9243 2020-08-16 04:22:53,731 - mmaction - INFO - Epoch [59][220/940] lr: 1.000e-03, eta: 7:50:20, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.6689, top5_acc: 0.8584, loss_cls: 1.3657, loss: 1.3657, grad_norm: 4.9813 2020-08-16 04:23:08,306 - mmaction - INFO - Epoch [59][240/940] lr: 1.000e-03, eta: 7:50:05, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.6736, top5_acc: 0.8521, loss_cls: 1.3334, loss: 1.3334, grad_norm: 4.7370 2020-08-16 04:23:22,193 - mmaction - INFO - Epoch [59][260/940] lr: 1.000e-03, eta: 7:49:51, time: 0.696, data_time: 0.005, memory: 8343, top1_acc: 0.6740, top5_acc: 0.8572, loss_cls: 1.3550, loss: 1.3550, grad_norm: 4.9011 2020-08-16 04:23:36,220 - mmaction - INFO - Epoch [59][280/940] lr: 1.000e-03, eta: 7:49:36, time: 0.699, data_time: 0.005, memory: 8343, top1_acc: 0.6674, top5_acc: 0.8541, loss_cls: 1.3839, loss: 1.3839, grad_norm: 4.9574 2020-08-16 04:23:51,573 - mmaction - INFO - Epoch [59][300/940] lr: 1.000e-03, eta: 7:49:22, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.6813, top5_acc: 0.8514, loss_cls: 1.3582, loss: 1.3582, grad_norm: 4.8885 2020-08-16 04:24:04,828 - mmaction - INFO - Epoch [59][320/940] lr: 1.000e-03, eta: 7:49:07, time: 0.660, data_time: 0.007, memory: 8343, top1_acc: 0.6725, top5_acc: 0.8525, loss_cls: 1.3577, loss: 1.3577, grad_norm: 4.9405 2020-08-16 04:24:18,849 - mmaction - INFO - Epoch [59][340/940] lr: 1.000e-03, eta: 7:48:53, time: 0.704, data_time: 0.007, memory: 8343, top1_acc: 0.6635, top5_acc: 0.8449, loss_cls: 1.4077, loss: 1.4077, grad_norm: 4.8837 2020-08-16 04:24:32,706 - mmaction - INFO - Epoch [59][360/940] lr: 1.000e-03, eta: 7:48:38, time: 0.692, data_time: 0.006, memory: 8343, top1_acc: 0.6566, top5_acc: 0.8525, loss_cls: 1.4082, loss: 1.4082, grad_norm: 5.0374 2020-08-16 04:24:46,927 - mmaction - INFO - Epoch [59][380/940] lr: 1.000e-03, eta: 7:48:23, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.6729, top5_acc: 0.8607, loss_cls: 1.3422, loss: 1.3422, grad_norm: 4.8213 2020-08-16 04:25:01,078 - mmaction - INFO - Epoch [59][400/940] lr: 1.000e-03, eta: 7:48:09, time: 0.706, data_time: 0.006, memory: 8343, top1_acc: 0.6717, top5_acc: 0.8596, loss_cls: 1.3570, loss: 1.3570, grad_norm: 5.0055 2020-08-16 04:25:14,936 - mmaction - INFO - Epoch [59][420/940] lr: 1.000e-03, eta: 7:47:54, time: 0.695, data_time: 0.006, memory: 8343, top1_acc: 0.6619, top5_acc: 0.8457, loss_cls: 1.4187, loss: 1.4187, grad_norm: 4.9335 2020-08-16 04:25:29,302 - mmaction - INFO - Epoch [59][440/940] lr: 1.000e-03, eta: 7:47:40, time: 0.716, data_time: 0.007, memory: 8343, top1_acc: 0.6787, top5_acc: 0.8574, loss_cls: 1.3455, loss: 1.3455, grad_norm: 4.8792 2020-08-16 04:25:43,440 - mmaction - INFO - Epoch [59][460/940] lr: 1.000e-03, eta: 7:47:25, time: 0.709, data_time: 0.007, memory: 8343, top1_acc: 0.6611, top5_acc: 0.8480, loss_cls: 1.4143, loss: 1.4143, grad_norm: 4.9632 2020-08-16 04:25:57,697 - mmaction - INFO - Epoch [59][480/940] lr: 1.000e-03, eta: 7:47:11, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.6727, top5_acc: 0.8561, loss_cls: 1.3572, loss: 1.3572, grad_norm: 4.9005 2020-08-16 04:26:11,480 - mmaction - INFO - Epoch [59][500/940] lr: 1.000e-03, eta: 7:46:56, time: 0.692, data_time: 0.007, memory: 8343, top1_acc: 0.6678, top5_acc: 0.8596, loss_cls: 1.3577, loss: 1.3577, grad_norm: 4.9395 2020-08-16 04:26:25,841 - mmaction - INFO - Epoch [59][520/940] lr: 1.000e-03, eta: 7:46:42, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.6635, top5_acc: 0.8486, loss_cls: 1.4040, loss: 1.4040, grad_norm: 4.9015 2020-08-16 04:26:39,690 - mmaction - INFO - Epoch [59][540/940] lr: 1.000e-03, eta: 7:46:27, time: 0.693, data_time: 0.004, memory: 8343, top1_acc: 0.6650, top5_acc: 0.8477, loss_cls: 1.3824, loss: 1.3824, grad_norm: 4.9041 2020-08-16 04:26:53,675 - mmaction - INFO - Epoch [59][560/940] lr: 1.000e-03, eta: 7:46:12, time: 0.697, data_time: 0.005, memory: 8343, top1_acc: 0.6691, top5_acc: 0.8541, loss_cls: 1.3548, loss: 1.3548, grad_norm: 4.8659 2020-08-16 04:27:07,600 - mmaction - INFO - Epoch [59][580/940] lr: 1.000e-03, eta: 7:45:57, time: 0.699, data_time: 0.006, memory: 8343, top1_acc: 0.6693, top5_acc: 0.8562, loss_cls: 1.3498, loss: 1.3498, grad_norm: 4.7988 2020-08-16 04:27:21,897 - mmaction - INFO - Epoch [59][600/940] lr: 1.000e-03, eta: 7:45:43, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.6689, top5_acc: 0.8576, loss_cls: 1.3465, loss: 1.3465, grad_norm: 4.9471 2020-08-16 04:27:35,781 - mmaction - INFO - Epoch [59][620/940] lr: 1.000e-03, eta: 7:45:28, time: 0.697, data_time: 0.007, memory: 8343, top1_acc: 0.6496, top5_acc: 0.8447, loss_cls: 1.4246, loss: 1.4246, grad_norm: 5.0177 2020-08-16 04:27:49,786 - mmaction - INFO - Epoch [59][640/940] lr: 1.000e-03, eta: 7:45:14, time: 0.699, data_time: 0.005, memory: 8343, top1_acc: 0.6738, top5_acc: 0.8553, loss_cls: 1.3522, loss: 1.3522, grad_norm: 4.9296 2020-08-16 04:28:03,914 - mmaction - INFO - Epoch [59][660/940] lr: 1.000e-03, eta: 7:44:59, time: 0.707, data_time: 0.005, memory: 8343, top1_acc: 0.6687, top5_acc: 0.8580, loss_cls: 1.3641, loss: 1.3641, grad_norm: 4.8798 2020-08-16 04:28:18,411 - mmaction - INFO - Epoch [59][680/940] lr: 1.000e-03, eta: 7:44:45, time: 0.722, data_time: 0.007, memory: 8343, top1_acc: 0.6617, top5_acc: 0.8584, loss_cls: 1.3651, loss: 1.3651, grad_norm: 4.8632 2020-08-16 04:28:32,112 - mmaction - INFO - Epoch [59][700/940] lr: 1.000e-03, eta: 7:44:30, time: 0.688, data_time: 0.007, memory: 8343, top1_acc: 0.6781, top5_acc: 0.8506, loss_cls: 1.3606, loss: 1.3606, grad_norm: 4.8697 2020-08-16 04:28:46,108 - mmaction - INFO - Epoch [59][720/940] lr: 1.000e-03, eta: 7:44:15, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.6645, top5_acc: 0.8570, loss_cls: 1.3698, loss: 1.3698, grad_norm: 4.9577 2020-08-16 04:29:00,683 - mmaction - INFO - Epoch [59][740/940] lr: 1.000e-03, eta: 7:44:01, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.6742, top5_acc: 0.8582, loss_cls: 1.3561, loss: 1.3561, grad_norm: 4.8863 2020-08-16 04:29:15,201 - mmaction - INFO - Epoch [59][760/940] lr: 1.000e-03, eta: 7:43:47, time: 0.723, data_time: 0.006, memory: 8343, top1_acc: 0.6631, top5_acc: 0.8498, loss_cls: 1.3856, loss: 1.3856, grad_norm: 5.0251 2020-08-16 04:29:29,155 - mmaction - INFO - Epoch [59][780/940] lr: 1.000e-03, eta: 7:43:32, time: 0.701, data_time: 0.007, memory: 8343, top1_acc: 0.6600, top5_acc: 0.8451, loss_cls: 1.4093, loss: 1.4093, grad_norm: 4.9872 2020-08-16 04:29:43,138 - mmaction - INFO - Epoch [59][800/940] lr: 1.000e-03, eta: 7:43:17, time: 0.698, data_time: 0.006, memory: 8343, top1_acc: 0.6600, top5_acc: 0.8480, loss_cls: 1.3955, loss: 1.3955, grad_norm: 4.9591 2020-08-16 04:29:56,961 - mmaction - INFO - Epoch [59][820/940] lr: 1.000e-03, eta: 7:43:03, time: 0.693, data_time: 0.005, memory: 8343, top1_acc: 0.6672, top5_acc: 0.8506, loss_cls: 1.3920, loss: 1.3920, grad_norm: 4.9904 2020-08-16 04:30:11,976 - mmaction - INFO - Epoch [59][840/940] lr: 1.000e-03, eta: 7:42:49, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.6557, top5_acc: 0.8531, loss_cls: 1.3926, loss: 1.3926, grad_norm: 5.0738 2020-08-16 04:30:26,352 - mmaction - INFO - Epoch [59][860/940] lr: 1.000e-03, eta: 7:42:34, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.6633, top5_acc: 0.8486, loss_cls: 1.3841, loss: 1.3841, grad_norm: 4.8985 2020-08-16 04:30:41,588 - mmaction - INFO - Epoch [59][880/940] lr: 1.000e-03, eta: 7:42:21, time: 0.758, data_time: 0.006, memory: 8343, top1_acc: 0.6736, top5_acc: 0.8584, loss_cls: 1.3593, loss: 1.3593, grad_norm: 4.9655 2020-08-16 04:30:55,570 - mmaction - INFO - Epoch [59][900/940] lr: 1.000e-03, eta: 7:42:06, time: 0.703, data_time: 0.007, memory: 8343, top1_acc: 0.6775, top5_acc: 0.8672, loss_cls: 1.3060, loss: 1.3060, grad_norm: 4.8551 2020-08-16 04:31:09,957 - mmaction - INFO - Epoch [59][920/940] lr: 1.000e-03, eta: 7:41:52, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.6615, top5_acc: 0.8447, loss_cls: 1.4110, loss: 1.4110, grad_norm: 5.0487 2020-08-16 04:31:23,178 - mmaction - INFO - Epoch [59][940/940] lr: 1.000e-03, eta: 7:41:36, time: 0.660, data_time: 0.006, memory: 8343, top1_acc: 0.6732, top5_acc: 0.8502, loss_cls: 1.3837, loss: 1.3837, grad_norm: 5.0211 2020-08-16 04:31:44,695 - mmaction - INFO - Epoch [60][20/940] lr: 1.000e-03, eta: 7:41:27, time: 1.060, data_time: 0.397, memory: 8343, top1_acc: 0.6760, top5_acc: 0.8584, loss_cls: 1.3459, loss: 1.3459, grad_norm: 4.9003 2020-08-16 04:31:57,728 - mmaction - INFO - Epoch [60][40/940] lr: 1.000e-03, eta: 7:41:12, time: 0.650, data_time: 0.005, memory: 8343, top1_acc: 0.6635, top5_acc: 0.8533, loss_cls: 1.3556, loss: 1.3556, grad_norm: 4.9107 2020-08-16 04:32:11,952 - mmaction - INFO - Epoch [60][60/940] lr: 1.000e-03, eta: 7:40:57, time: 0.713, data_time: 0.006, memory: 8343, top1_acc: 0.6707, top5_acc: 0.8561, loss_cls: 1.3527, loss: 1.3527, grad_norm: 4.9425 2020-08-16 04:32:26,580 - mmaction - INFO - Epoch [60][80/940] lr: 1.000e-03, eta: 7:40:43, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.6723, top5_acc: 0.8645, loss_cls: 1.3323, loss: 1.3323, grad_norm: 4.9031 2020-08-16 04:32:39,970 - mmaction - INFO - Epoch [60][100/940] lr: 1.000e-03, eta: 7:40:28, time: 0.671, data_time: 0.005, memory: 8343, top1_acc: 0.6773, top5_acc: 0.8568, loss_cls: 1.3426, loss: 1.3426, grad_norm: 4.8567 2020-08-16 04:32:54,175 - mmaction - INFO - Epoch [60][120/940] lr: 1.000e-03, eta: 7:40:13, time: 0.708, data_time: 0.006, memory: 8343, top1_acc: 0.6645, top5_acc: 0.8500, loss_cls: 1.4046, loss: 1.4046, grad_norm: 4.9730 2020-08-16 04:33:08,747 - mmaction - INFO - Epoch [60][140/940] lr: 1.000e-03, eta: 7:39:59, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.6719, top5_acc: 0.8539, loss_cls: 1.3690, loss: 1.3690, grad_norm: 4.9691 2020-08-16 04:33:23,479 - mmaction - INFO - Epoch [60][160/940] lr: 1.000e-03, eta: 7:39:45, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.6676, top5_acc: 0.8518, loss_cls: 1.3931, loss: 1.3931, grad_norm: 4.9590 2020-08-16 04:33:36,961 - mmaction - INFO - Epoch [60][180/940] lr: 1.000e-03, eta: 7:39:30, time: 0.676, data_time: 0.006, memory: 8343, top1_acc: 0.6621, top5_acc: 0.8488, loss_cls: 1.4165, loss: 1.4165, grad_norm: 4.9870 2020-08-16 04:33:50,839 - mmaction - INFO - Epoch [60][200/940] lr: 1.000e-03, eta: 7:39:15, time: 0.693, data_time: 0.005, memory: 8343, top1_acc: 0.6789, top5_acc: 0.8578, loss_cls: 1.3338, loss: 1.3338, grad_norm: 4.8805 2020-08-16 04:34:04,827 - mmaction - INFO - Epoch [60][220/940] lr: 1.000e-03, eta: 7:39:01, time: 0.701, data_time: 0.005, memory: 8343, top1_acc: 0.6736, top5_acc: 0.8570, loss_cls: 1.3712, loss: 1.3712, grad_norm: 4.9475 2020-08-16 04:34:19,365 - mmaction - INFO - Epoch [60][240/940] lr: 1.000e-03, eta: 7:38:46, time: 0.724, data_time: 0.006, memory: 8343, top1_acc: 0.6693, top5_acc: 0.8484, loss_cls: 1.3894, loss: 1.3894, grad_norm: 4.9105 2020-08-16 04:34:32,836 - mmaction - INFO - Epoch [60][260/940] lr: 1.000e-03, eta: 7:38:31, time: 0.676, data_time: 0.005, memory: 8343, top1_acc: 0.6678, top5_acc: 0.8500, loss_cls: 1.3865, loss: 1.3865, grad_norm: 4.9227 2020-08-16 04:34:48,767 - mmaction - INFO - Epoch [60][280/940] lr: 1.000e-03, eta: 7:38:18, time: 0.795, data_time: 0.006, memory: 8343, top1_acc: 0.6674, top5_acc: 0.8520, loss_cls: 1.3902, loss: 1.3902, grad_norm: 4.9604 2020-08-16 04:35:02,059 - mmaction - INFO - Epoch [60][300/940] lr: 1.000e-03, eta: 7:38:03, time: 0.665, data_time: 0.005, memory: 8343, top1_acc: 0.6686, top5_acc: 0.8570, loss_cls: 1.3822, loss: 1.3822, grad_norm: 5.0213 2020-08-16 04:35:16,197 - mmaction - INFO - Epoch [60][320/940] lr: 1.000e-03, eta: 7:37:48, time: 0.708, data_time: 0.003, memory: 8343, top1_acc: 0.6691, top5_acc: 0.8617, loss_cls: 1.3417, loss: 1.3417, grad_norm: 4.9525 2020-08-16 04:35:30,205 - mmaction - INFO - Epoch [60][340/940] lr: 1.000e-03, eta: 7:37:34, time: 0.699, data_time: 0.006, memory: 8343, top1_acc: 0.6809, top5_acc: 0.8604, loss_cls: 1.3287, loss: 1.3287, grad_norm: 4.8764 2020-08-16 04:35:44,044 - mmaction - INFO - Epoch [60][360/940] lr: 1.000e-03, eta: 7:37:19, time: 0.693, data_time: 0.005, memory: 8343, top1_acc: 0.6676, top5_acc: 0.8479, loss_cls: 1.3810, loss: 1.3810, grad_norm: 4.9549 2020-08-16 04:35:58,580 - mmaction - INFO - Epoch [60][380/940] lr: 1.000e-03, eta: 7:37:05, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.6660, top5_acc: 0.8521, loss_cls: 1.3740, loss: 1.3740, grad_norm: 5.0399 2020-08-16 04:36:12,192 - mmaction - INFO - Epoch [60][400/940] lr: 1.000e-03, eta: 7:36:50, time: 0.683, data_time: 0.005, memory: 8343, top1_acc: 0.6740, top5_acc: 0.8566, loss_cls: 1.3594, loss: 1.3594, grad_norm: 4.9800 2020-08-16 04:36:26,770 - mmaction - INFO - Epoch [60][420/940] lr: 1.000e-03, eta: 7:36:36, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.6723, top5_acc: 0.8602, loss_cls: 1.3590, loss: 1.3590, grad_norm: 4.9902 2020-08-16 04:36:41,773 - mmaction - INFO - Epoch [60][440/940] lr: 1.000e-03, eta: 7:36:22, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.6662, top5_acc: 0.8545, loss_cls: 1.3691, loss: 1.3691, grad_norm: 5.0438 2020-08-16 04:36:55,761 - mmaction - INFO - Epoch [60][460/940] lr: 1.000e-03, eta: 7:36:07, time: 0.697, data_time: 0.005, memory: 8343, top1_acc: 0.6820, top5_acc: 0.8531, loss_cls: 1.3457, loss: 1.3457, grad_norm: 4.8684 2020-08-16 04:37:10,229 - mmaction - INFO - Epoch [60][480/940] lr: 1.000e-03, eta: 7:35:53, time: 0.723, data_time: 0.006, memory: 8343, top1_acc: 0.6535, top5_acc: 0.8471, loss_cls: 1.4088, loss: 1.4088, grad_norm: 4.9629 2020-08-16 04:37:24,877 - mmaction - INFO - Epoch [60][500/940] lr: 1.000e-03, eta: 7:35:39, time: 0.734, data_time: 0.008, memory: 8343, top1_acc: 0.6676, top5_acc: 0.8572, loss_cls: 1.3543, loss: 1.3543, grad_norm: 5.0009 2020-08-16 04:37:38,813 - mmaction - INFO - Epoch [60][520/940] lr: 1.000e-03, eta: 7:35:24, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.6633, top5_acc: 0.8479, loss_cls: 1.3914, loss: 1.3914, grad_norm: 4.8676 2020-08-16 04:37:53,428 - mmaction - INFO - Epoch [60][540/940] lr: 1.000e-03, eta: 7:35:10, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.6648, top5_acc: 0.8541, loss_cls: 1.3949, loss: 1.3949, grad_norm: 5.0375 2020-08-16 04:38:07,476 - mmaction - INFO - Epoch [60][560/940] lr: 1.000e-03, eta: 7:34:55, time: 0.703, data_time: 0.002, memory: 8343, top1_acc: 0.6775, top5_acc: 0.8621, loss_cls: 1.3342, loss: 1.3342, grad_norm: 4.9460 2020-08-16 04:38:21,372 - mmaction - INFO - Epoch [60][580/940] lr: 1.000e-03, eta: 7:34:40, time: 0.693, data_time: 0.005, memory: 8343, top1_acc: 0.6715, top5_acc: 0.8539, loss_cls: 1.3768, loss: 1.3768, grad_norm: 4.9800 2020-08-16 04:38:36,772 - mmaction - INFO - Epoch [60][600/940] lr: 1.000e-03, eta: 7:34:27, time: 0.772, data_time: 0.006, memory: 8343, top1_acc: 0.6682, top5_acc: 0.8523, loss_cls: 1.3857, loss: 1.3857, grad_norm: 5.0216 2020-08-16 04:38:50,305 - mmaction - INFO - Epoch [60][620/940] lr: 1.000e-03, eta: 7:34:12, time: 0.675, data_time: 0.005, memory: 8343, top1_acc: 0.6623, top5_acc: 0.8486, loss_cls: 1.4132, loss: 1.4132, grad_norm: 5.0991 2020-08-16 04:39:05,138 - mmaction - INFO - Epoch [60][640/940] lr: 1.000e-03, eta: 7:33:58, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.6691, top5_acc: 0.8584, loss_cls: 1.3248, loss: 1.3248, grad_norm: 4.9149 2020-08-16 04:39:19,733 - mmaction - INFO - Epoch [60][660/940] lr: 1.000e-03, eta: 7:33:43, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.6721, top5_acc: 0.8555, loss_cls: 1.3711, loss: 1.3711, grad_norm: 4.9697 2020-08-16 04:39:34,191 - mmaction - INFO - Epoch [60][680/940] lr: 1.000e-03, eta: 7:33:29, time: 0.726, data_time: 0.007, memory: 8343, top1_acc: 0.6627, top5_acc: 0.8537, loss_cls: 1.3994, loss: 1.3994, grad_norm: 5.0085 2020-08-16 04:39:47,855 - mmaction - INFO - Epoch [60][700/940] lr: 1.000e-03, eta: 7:33:14, time: 0.680, data_time: 0.006, memory: 8343, top1_acc: 0.6693, top5_acc: 0.8629, loss_cls: 1.3516, loss: 1.3516, grad_norm: 5.0019 2020-08-16 04:40:01,626 - mmaction - INFO - Epoch [60][720/940] lr: 1.000e-03, eta: 7:33:00, time: 0.692, data_time: 0.007, memory: 8343, top1_acc: 0.6684, top5_acc: 0.8494, loss_cls: 1.4029, loss: 1.4029, grad_norm: 5.0277 2020-08-16 04:40:16,370 - mmaction - INFO - Epoch [60][740/940] lr: 1.000e-03, eta: 7:32:45, time: 0.737, data_time: 0.002, memory: 8343, top1_acc: 0.6637, top5_acc: 0.8496, loss_cls: 1.3866, loss: 1.3866, grad_norm: 5.0022 2020-08-16 04:40:30,655 - mmaction - INFO - Epoch [60][760/940] lr: 1.000e-03, eta: 7:32:31, time: 0.712, data_time: 0.006, memory: 8343, top1_acc: 0.6785, top5_acc: 0.8523, loss_cls: 1.3366, loss: 1.3366, grad_norm: 4.9186 2020-08-16 04:40:44,511 - mmaction - INFO - Epoch [60][780/940] lr: 1.000e-03, eta: 7:32:16, time: 0.695, data_time: 0.005, memory: 8343, top1_acc: 0.6658, top5_acc: 0.8521, loss_cls: 1.4115, loss: 1.4115, grad_norm: 5.0192 2020-08-16 04:40:58,330 - mmaction - INFO - Epoch [60][800/940] lr: 1.000e-03, eta: 7:32:01, time: 0.690, data_time: 0.006, memory: 8343, top1_acc: 0.6645, top5_acc: 0.8559, loss_cls: 1.3743, loss: 1.3743, grad_norm: 5.0359 2020-08-16 04:41:12,297 - mmaction - INFO - Epoch [60][820/940] lr: 1.000e-03, eta: 7:31:47, time: 0.700, data_time: 0.005, memory: 8343, top1_acc: 0.6689, top5_acc: 0.8520, loss_cls: 1.3707, loss: 1.3707, grad_norm: 4.9704 2020-08-16 04:41:27,082 - mmaction - INFO - Epoch [60][840/940] lr: 1.000e-03, eta: 7:31:33, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.6754, top5_acc: 0.8539, loss_cls: 1.3734, loss: 1.3734, grad_norm: 4.9022 2020-08-16 04:41:40,808 - mmaction - INFO - Epoch [60][860/940] lr: 1.000e-03, eta: 7:31:18, time: 0.686, data_time: 0.002, memory: 8343, top1_acc: 0.6680, top5_acc: 0.8545, loss_cls: 1.3682, loss: 1.3682, grad_norm: 4.8921 2020-08-16 04:41:55,121 - mmaction - INFO - Epoch [60][880/940] lr: 1.000e-03, eta: 7:31:04, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.6602, top5_acc: 0.8568, loss_cls: 1.3691, loss: 1.3691, grad_norm: 5.0373 2020-08-16 04:42:09,072 - mmaction - INFO - Epoch [60][900/940] lr: 1.000e-03, eta: 7:30:49, time: 0.699, data_time: 0.005, memory: 8343, top1_acc: 0.6660, top5_acc: 0.8527, loss_cls: 1.3915, loss: 1.3915, grad_norm: 5.0600 2020-08-16 04:42:23,622 - mmaction - INFO - Epoch [60][920/940] lr: 1.000e-03, eta: 7:30:35, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.6645, top5_acc: 0.8500, loss_cls: 1.3818, loss: 1.3818, grad_norm: 5.0188 2020-08-16 04:42:37,107 - mmaction - INFO - Epoch [60][940/940] lr: 1.000e-03, eta: 7:30:20, time: 0.674, data_time: 0.004, memory: 8343, top1_acc: 0.6654, top5_acc: 0.8490, loss_cls: 1.3896, loss: 1.3896, grad_norm: 5.1240 2020-08-16 04:42:37,498 - mmaction - INFO - Saving checkpoint at 60 epochs 2020-08-16 04:42:58,354 - mmaction - INFO - Epoch [61][20/940] lr: 1.000e-03, eta: 7:30:08, time: 0.933, data_time: 0.326, memory: 8343, top1_acc: 0.6748, top5_acc: 0.8551, loss_cls: 1.3307, loss: 1.3307, grad_norm: 4.8461 2020-08-16 04:43:11,518 - mmaction - INFO - Epoch [61][40/940] lr: 1.000e-03, eta: 7:29:53, time: 0.657, data_time: 0.005, memory: 8343, top1_acc: 0.6615, top5_acc: 0.8604, loss_cls: 1.3739, loss: 1.3739, grad_norm: 5.0192 2020-08-16 04:43:26,687 - mmaction - INFO - Epoch [61][60/940] lr: 1.000e-03, eta: 7:29:39, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.6691, top5_acc: 0.8561, loss_cls: 1.3537, loss: 1.3537, grad_norm: 4.9755 2020-08-16 04:43:40,021 - mmaction - INFO - Epoch [61][80/940] lr: 1.000e-03, eta: 7:29:24, time: 0.664, data_time: 0.006, memory: 8343, top1_acc: 0.6652, top5_acc: 0.8477, loss_cls: 1.3943, loss: 1.3943, grad_norm: 4.9875 2020-08-16 04:43:53,950 - mmaction - INFO - Epoch [61][100/940] lr: 1.000e-03, eta: 7:29:09, time: 0.699, data_time: 0.006, memory: 8343, top1_acc: 0.6756, top5_acc: 0.8588, loss_cls: 1.3449, loss: 1.3449, grad_norm: 4.9650 2020-08-16 04:44:09,031 - mmaction - INFO - Epoch [61][120/940] lr: 1.000e-03, eta: 7:28:55, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.6850, top5_acc: 0.8633, loss_cls: 1.3278, loss: 1.3278, grad_norm: 4.8373 2020-08-16 04:44:22,604 - mmaction - INFO - Epoch [61][140/940] lr: 1.000e-03, eta: 7:28:41, time: 0.680, data_time: 0.005, memory: 8343, top1_acc: 0.6576, top5_acc: 0.8555, loss_cls: 1.4012, loss: 1.4012, grad_norm: 5.0937 2020-08-16 04:44:36,985 - mmaction - INFO - Epoch [61][160/940] lr: 1.000e-03, eta: 7:28:26, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.6682, top5_acc: 0.8434, loss_cls: 1.4079, loss: 1.4079, grad_norm: 4.9617 2020-08-16 04:44:51,483 - mmaction - INFO - Epoch [61][180/940] lr: 1.000e-03, eta: 7:28:12, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.6822, top5_acc: 0.8580, loss_cls: 1.3442, loss: 1.3442, grad_norm: 4.9191 2020-08-16 04:45:06,199 - mmaction - INFO - Epoch [61][200/940] lr: 1.000e-03, eta: 7:27:58, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.6771, top5_acc: 0.8555, loss_cls: 1.3304, loss: 1.3304, grad_norm: 4.9348 2020-08-16 04:45:20,957 - mmaction - INFO - Epoch [61][220/940] lr: 1.000e-03, eta: 7:27:44, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.6787, top5_acc: 0.8643, loss_cls: 1.3234, loss: 1.3234, grad_norm: 4.9127 2020-08-16 04:45:35,580 - mmaction - INFO - Epoch [61][240/940] lr: 1.000e-03, eta: 7:27:29, time: 0.731, data_time: 0.008, memory: 8343, top1_acc: 0.6773, top5_acc: 0.8605, loss_cls: 1.3536, loss: 1.3536, grad_norm: 4.9812 2020-08-16 04:45:49,351 - mmaction - INFO - Epoch [61][260/940] lr: 1.000e-03, eta: 7:27:15, time: 0.689, data_time: 0.003, memory: 8343, top1_acc: 0.6646, top5_acc: 0.8557, loss_cls: 1.3648, loss: 1.3648, grad_norm: 5.0609 2020-08-16 04:46:04,196 - mmaction - INFO - Epoch [61][280/940] lr: 1.000e-03, eta: 7:27:01, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.6713, top5_acc: 0.8492, loss_cls: 1.3709, loss: 1.3709, grad_norm: 4.9093 2020-08-16 04:46:18,998 - mmaction - INFO - Epoch [61][300/940] lr: 1.000e-03, eta: 7:26:47, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.6738, top5_acc: 0.8557, loss_cls: 1.3588, loss: 1.3588, grad_norm: 5.0015 2020-08-16 04:46:32,781 - mmaction - INFO - Epoch [61][320/940] lr: 1.000e-03, eta: 7:26:32, time: 0.686, data_time: 0.005, memory: 8343, top1_acc: 0.6729, top5_acc: 0.8652, loss_cls: 1.3142, loss: 1.3142, grad_norm: 4.9711 2020-08-16 04:46:46,383 - mmaction - INFO - Epoch [61][340/940] lr: 1.000e-03, eta: 7:26:17, time: 0.683, data_time: 0.006, memory: 8343, top1_acc: 0.6705, top5_acc: 0.8621, loss_cls: 1.3509, loss: 1.3509, grad_norm: 4.9711 2020-08-16 04:47:01,369 - mmaction - INFO - Epoch [61][360/940] lr: 1.000e-03, eta: 7:26:03, time: 0.747, data_time: 0.004, memory: 8343, top1_acc: 0.6742, top5_acc: 0.8605, loss_cls: 1.3666, loss: 1.3666, grad_norm: 4.9500 2020-08-16 04:47:15,130 - mmaction - INFO - Epoch [61][380/940] lr: 1.000e-03, eta: 7:25:48, time: 0.690, data_time: 0.005, memory: 8343, top1_acc: 0.6596, top5_acc: 0.8547, loss_cls: 1.3849, loss: 1.3849, grad_norm: 5.2014 2020-08-16 04:47:29,034 - mmaction - INFO - Epoch [61][400/940] lr: 1.000e-03, eta: 7:25:33, time: 0.692, data_time: 0.006, memory: 8343, top1_acc: 0.6662, top5_acc: 0.8479, loss_cls: 1.4009, loss: 1.4009, grad_norm: 4.9795 2020-08-16 04:47:43,964 - mmaction - INFO - Epoch [61][420/940] lr: 1.000e-03, eta: 7:25:19, time: 0.750, data_time: 0.007, memory: 8343, top1_acc: 0.6596, top5_acc: 0.8516, loss_cls: 1.4108, loss: 1.4108, grad_norm: 5.1086 2020-08-16 04:47:57,794 - mmaction - INFO - Epoch [61][440/940] lr: 1.000e-03, eta: 7:25:05, time: 0.692, data_time: 0.007, memory: 8343, top1_acc: 0.6727, top5_acc: 0.8664, loss_cls: 1.3383, loss: 1.3383, grad_norm: 4.9435 2020-08-16 04:48:12,014 - mmaction - INFO - Epoch [61][460/940] lr: 1.000e-03, eta: 7:24:50, time: 0.711, data_time: 0.002, memory: 8343, top1_acc: 0.6646, top5_acc: 0.8617, loss_cls: 1.3536, loss: 1.3536, grad_norm: 4.9448 2020-08-16 04:48:26,039 - mmaction - INFO - Epoch [61][480/940] lr: 1.000e-03, eta: 7:24:36, time: 0.699, data_time: 0.005, memory: 8343, top1_acc: 0.6502, top5_acc: 0.8438, loss_cls: 1.4320, loss: 1.4320, grad_norm: 5.0665 2020-08-16 04:48:40,377 - mmaction - INFO - Epoch [61][500/940] lr: 1.000e-03, eta: 7:24:21, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.6789, top5_acc: 0.8592, loss_cls: 1.3493, loss: 1.3493, grad_norm: 4.9354 2020-08-16 04:48:55,199 - mmaction - INFO - Epoch [61][520/940] lr: 1.000e-03, eta: 7:24:07, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.6637, top5_acc: 0.8500, loss_cls: 1.3972, loss: 1.3972, grad_norm: 5.0523 2020-08-16 04:49:09,264 - mmaction - INFO - Epoch [61][540/940] lr: 1.000e-03, eta: 7:23:53, time: 0.704, data_time: 0.004, memory: 8343, top1_acc: 0.6672, top5_acc: 0.8568, loss_cls: 1.3817, loss: 1.3817, grad_norm: 5.0239 2020-08-16 04:49:23,518 - mmaction - INFO - Epoch [61][560/940] lr: 1.000e-03, eta: 7:23:38, time: 0.712, data_time: 0.001, memory: 8343, top1_acc: 0.6668, top5_acc: 0.8553, loss_cls: 1.3739, loss: 1.3739, grad_norm: 5.0132 2020-08-16 04:49:39,046 - mmaction - INFO - Epoch [61][580/940] lr: 1.000e-03, eta: 7:23:24, time: 0.775, data_time: 0.007, memory: 8343, top1_acc: 0.6771, top5_acc: 0.8645, loss_cls: 1.3189, loss: 1.3189, grad_norm: 4.9950 2020-08-16 04:49:53,655 - mmaction - INFO - Epoch [61][600/940] lr: 1.000e-03, eta: 7:23:10, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.6680, top5_acc: 0.8551, loss_cls: 1.3716, loss: 1.3716, grad_norm: 4.9668 2020-08-16 04:50:07,764 - mmaction - INFO - Epoch [61][620/940] lr: 1.000e-03, eta: 7:22:56, time: 0.702, data_time: 0.006, memory: 8343, top1_acc: 0.6691, top5_acc: 0.8520, loss_cls: 1.3662, loss: 1.3662, grad_norm: 5.0872 2020-08-16 04:50:21,729 - mmaction - INFO - Epoch [61][640/940] lr: 1.000e-03, eta: 7:22:41, time: 0.702, data_time: 0.007, memory: 8343, top1_acc: 0.6729, top5_acc: 0.8527, loss_cls: 1.3802, loss: 1.3802, grad_norm: 4.9920 2020-08-16 04:50:35,625 - mmaction - INFO - Epoch [61][660/940] lr: 1.000e-03, eta: 7:22:26, time: 0.695, data_time: 0.005, memory: 8343, top1_acc: 0.6646, top5_acc: 0.8529, loss_cls: 1.3790, loss: 1.3790, grad_norm: 5.0511 2020-08-16 04:50:49,784 - mmaction - INFO - Epoch [61][680/940] lr: 1.000e-03, eta: 7:22:12, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.6666, top5_acc: 0.8580, loss_cls: 1.3764, loss: 1.3764, grad_norm: 5.0206 2020-08-16 04:51:04,359 - mmaction - INFO - Epoch [61][700/940] lr: 1.000e-03, eta: 7:21:58, time: 0.729, data_time: 0.004, memory: 8343, top1_acc: 0.6658, top5_acc: 0.8523, loss_cls: 1.3940, loss: 1.3940, grad_norm: 5.0320 2020-08-16 04:51:19,020 - mmaction - INFO - Epoch [61][720/940] lr: 1.000e-03, eta: 7:21:43, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.6705, top5_acc: 0.8568, loss_cls: 1.3544, loss: 1.3544, grad_norm: 4.9268 2020-08-16 04:51:33,482 - mmaction - INFO - Epoch [61][740/940] lr: 1.000e-03, eta: 7:21:29, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.6695, top5_acc: 0.8508, loss_cls: 1.3578, loss: 1.3578, grad_norm: 5.0290 2020-08-16 04:51:47,953 - mmaction - INFO - Epoch [61][760/940] lr: 1.000e-03, eta: 7:21:15, time: 0.722, data_time: 0.007, memory: 8343, top1_acc: 0.6557, top5_acc: 0.8465, loss_cls: 1.4043, loss: 1.4043, grad_norm: 5.0823 2020-08-16 04:52:03,192 - mmaction - INFO - Epoch [61][780/940] lr: 1.000e-03, eta: 7:21:01, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.6742, top5_acc: 0.8623, loss_cls: 1.3410, loss: 1.3410, grad_norm: 5.0001 2020-08-16 04:52:17,180 - mmaction - INFO - Epoch [61][800/940] lr: 1.000e-03, eta: 7:20:46, time: 0.698, data_time: 0.004, memory: 8343, top1_acc: 0.6732, top5_acc: 0.8559, loss_cls: 1.3701, loss: 1.3701, grad_norm: 5.0261 2020-08-16 04:52:32,170 - mmaction - INFO - Epoch [61][820/940] lr: 1.000e-03, eta: 7:20:32, time: 0.751, data_time: 0.007, memory: 8343, top1_acc: 0.6717, top5_acc: 0.8482, loss_cls: 1.3792, loss: 1.3792, grad_norm: 5.0138 2020-08-16 04:52:45,986 - mmaction - INFO - Epoch [61][840/940] lr: 1.000e-03, eta: 7:20:18, time: 0.692, data_time: 0.005, memory: 8343, top1_acc: 0.6682, top5_acc: 0.8525, loss_cls: 1.3726, loss: 1.3726, grad_norm: 4.9839 2020-08-16 04:53:00,579 - mmaction - INFO - Epoch [61][860/940] lr: 1.000e-03, eta: 7:20:03, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.6740, top5_acc: 0.8645, loss_cls: 1.3323, loss: 1.3323, grad_norm: 5.0006 2020-08-16 04:53:15,008 - mmaction - INFO - Epoch [61][880/940] lr: 1.000e-03, eta: 7:19:49, time: 0.724, data_time: 0.006, memory: 8343, top1_acc: 0.6635, top5_acc: 0.8539, loss_cls: 1.3871, loss: 1.3871, grad_norm: 5.0541 2020-08-16 04:53:30,110 - mmaction - INFO - Epoch [61][900/940] lr: 1.000e-03, eta: 7:19:35, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.6748, top5_acc: 0.8559, loss_cls: 1.3860, loss: 1.3860, grad_norm: 5.0996 2020-08-16 04:53:44,127 - mmaction - INFO - Epoch [61][920/940] lr: 1.000e-03, eta: 7:19:21, time: 0.702, data_time: 0.004, memory: 8343, top1_acc: 0.6693, top5_acc: 0.8506, loss_cls: 1.3657, loss: 1.3657, grad_norm: 4.9938 2020-08-16 04:53:58,221 - mmaction - INFO - Epoch [61][940/940] lr: 1.000e-03, eta: 7:19:06, time: 0.705, data_time: 0.006, memory: 8343, top1_acc: 0.6697, top5_acc: 0.8524, loss_cls: 1.3746, loss: 1.3746, grad_norm: 5.0994 2020-08-16 04:54:19,779 - mmaction - INFO - Epoch [62][20/940] lr: 1.000e-03, eta: 7:18:56, time: 1.052, data_time: 0.392, memory: 8343, top1_acc: 0.6760, top5_acc: 0.8592, loss_cls: 1.3320, loss: 1.3320, grad_norm: 4.9749 2020-08-16 04:54:33,652 - mmaction - INFO - Epoch [62][40/940] lr: 1.000e-03, eta: 7:18:41, time: 0.696, data_time: 0.006, memory: 8343, top1_acc: 0.6684, top5_acc: 0.8510, loss_cls: 1.3970, loss: 1.3970, grad_norm: 5.0083 2020-08-16 04:54:47,158 - mmaction - INFO - Epoch [62][60/940] lr: 1.000e-03, eta: 7:18:26, time: 0.675, data_time: 0.007, memory: 8343, top1_acc: 0.6699, top5_acc: 0.8561, loss_cls: 1.3603, loss: 1.3603, grad_norm: 4.9989 2020-08-16 04:55:01,049 - mmaction - INFO - Epoch [62][80/940] lr: 1.000e-03, eta: 7:18:12, time: 0.694, data_time: 0.003, memory: 8343, top1_acc: 0.6701, top5_acc: 0.8539, loss_cls: 1.3422, loss: 1.3422, grad_norm: 4.8968 2020-08-16 04:55:15,491 - mmaction - INFO - Epoch [62][100/940] lr: 1.000e-03, eta: 7:17:57, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.6742, top5_acc: 0.8572, loss_cls: 1.3532, loss: 1.3532, grad_norm: 4.9678 2020-08-16 04:55:29,619 - mmaction - INFO - Epoch [62][120/940] lr: 1.000e-03, eta: 7:17:43, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.6664, top5_acc: 0.8545, loss_cls: 1.3637, loss: 1.3637, grad_norm: 4.9874 2020-08-16 04:55:43,911 - mmaction - INFO - Epoch [62][140/940] lr: 1.000e-03, eta: 7:17:28, time: 0.713, data_time: 0.006, memory: 8343, top1_acc: 0.6678, top5_acc: 0.8471, loss_cls: 1.3977, loss: 1.3977, grad_norm: 5.0357 2020-08-16 04:55:57,871 - mmaction - INFO - Epoch [62][160/940] lr: 1.000e-03, eta: 7:17:14, time: 0.700, data_time: 0.005, memory: 8343, top1_acc: 0.6846, top5_acc: 0.8654, loss_cls: 1.3096, loss: 1.3096, grad_norm: 4.8481 2020-08-16 04:56:11,974 - mmaction - INFO - Epoch [62][180/940] lr: 1.000e-03, eta: 7:16:59, time: 0.703, data_time: 0.005, memory: 8343, top1_acc: 0.6723, top5_acc: 0.8551, loss_cls: 1.3429, loss: 1.3429, grad_norm: 4.9884 2020-08-16 04:56:28,415 - mmaction - INFO - Epoch [62][200/940] lr: 1.000e-03, eta: 7:16:46, time: 0.824, data_time: 0.005, memory: 8343, top1_acc: 0.6836, top5_acc: 0.8648, loss_cls: 1.3057, loss: 1.3057, grad_norm: 4.8849 2020-08-16 04:56:41,772 - mmaction - INFO - Epoch [62][220/940] lr: 1.000e-03, eta: 7:16:31, time: 0.666, data_time: 0.006, memory: 8343, top1_acc: 0.6729, top5_acc: 0.8566, loss_cls: 1.3619, loss: 1.3619, grad_norm: 5.0145 2020-08-16 04:56:57,488 - mmaction - INFO - Epoch [62][240/940] lr: 1.000e-03, eta: 7:16:18, time: 0.787, data_time: 0.004, memory: 8343, top1_acc: 0.6754, top5_acc: 0.8635, loss_cls: 1.3236, loss: 1.3236, grad_norm: 4.8976 2020-08-16 04:57:12,204 - mmaction - INFO - Epoch [62][260/940] lr: 1.000e-03, eta: 7:16:03, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.6736, top5_acc: 0.8604, loss_cls: 1.3391, loss: 1.3391, grad_norm: 4.9453 2020-08-16 04:57:26,036 - mmaction - INFO - Epoch [62][280/940] lr: 1.000e-03, eta: 7:15:49, time: 0.693, data_time: 0.005, memory: 8343, top1_acc: 0.6695, top5_acc: 0.8516, loss_cls: 1.3768, loss: 1.3768, grad_norm: 4.9531 2020-08-16 04:57:40,376 - mmaction - INFO - Epoch [62][300/940] lr: 1.000e-03, eta: 7:15:34, time: 0.715, data_time: 0.005, memory: 8343, top1_acc: 0.6766, top5_acc: 0.8543, loss_cls: 1.3558, loss: 1.3558, grad_norm: 4.9489 2020-08-16 04:57:53,855 - mmaction - INFO - Epoch [62][320/940] lr: 1.000e-03, eta: 7:15:19, time: 0.676, data_time: 0.005, memory: 8343, top1_acc: 0.6809, top5_acc: 0.8525, loss_cls: 1.3491, loss: 1.3491, grad_norm: 4.9264 2020-08-16 04:58:08,213 - mmaction - INFO - Epoch [62][340/940] lr: 1.000e-03, eta: 7:15:05, time: 0.718, data_time: 0.002, memory: 8343, top1_acc: 0.6648, top5_acc: 0.8502, loss_cls: 1.3736, loss: 1.3736, grad_norm: 5.0761 2020-08-16 04:58:22,187 - mmaction - INFO - Epoch [62][360/940] lr: 1.000e-03, eta: 7:14:50, time: 0.698, data_time: 0.006, memory: 8343, top1_acc: 0.6660, top5_acc: 0.8570, loss_cls: 1.3694, loss: 1.3694, grad_norm: 5.0128 2020-08-16 04:58:36,259 - mmaction - INFO - Epoch [62][380/940] lr: 1.000e-03, eta: 7:14:36, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.6650, top5_acc: 0.8537, loss_cls: 1.3885, loss: 1.3885, grad_norm: 5.0039 2020-08-16 04:58:50,501 - mmaction - INFO - Epoch [62][400/940] lr: 1.000e-03, eta: 7:14:21, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.6822, top5_acc: 0.8639, loss_cls: 1.3188, loss: 1.3188, grad_norm: 4.9452 2020-08-16 04:59:04,510 - mmaction - INFO - Epoch [62][420/940] lr: 1.000e-03, eta: 7:14:07, time: 0.703, data_time: 0.006, memory: 8343, top1_acc: 0.6656, top5_acc: 0.8541, loss_cls: 1.3758, loss: 1.3758, grad_norm: 5.1179 2020-08-16 04:59:18,732 - mmaction - INFO - Epoch [62][440/940] lr: 1.000e-03, eta: 7:13:52, time: 0.710, data_time: 0.006, memory: 8343, top1_acc: 0.6814, top5_acc: 0.8604, loss_cls: 1.3192, loss: 1.3192, grad_norm: 4.9328 2020-08-16 04:59:32,818 - mmaction - INFO - Epoch [62][460/940] lr: 1.000e-03, eta: 7:13:38, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.6645, top5_acc: 0.8521, loss_cls: 1.3866, loss: 1.3866, grad_norm: 5.0871 2020-08-16 04:59:47,804 - mmaction - INFO - Epoch [62][480/940] lr: 1.000e-03, eta: 7:13:24, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.6717, top5_acc: 0.8588, loss_cls: 1.3794, loss: 1.3794, grad_norm: 5.0537 2020-08-16 05:00:01,568 - mmaction - INFO - Epoch [62][500/940] lr: 1.000e-03, eta: 7:13:09, time: 0.690, data_time: 0.005, memory: 8343, top1_acc: 0.6768, top5_acc: 0.8555, loss_cls: 1.3419, loss: 1.3419, grad_norm: 4.9424 2020-08-16 05:00:15,708 - mmaction - INFO - Epoch [62][520/940] lr: 1.000e-03, eta: 7:12:54, time: 0.704, data_time: 0.007, memory: 8343, top1_acc: 0.6652, top5_acc: 0.8525, loss_cls: 1.3857, loss: 1.3857, grad_norm: 5.0178 2020-08-16 05:00:29,740 - mmaction - INFO - Epoch [62][540/940] lr: 1.000e-03, eta: 7:12:40, time: 0.704, data_time: 0.006, memory: 8343, top1_acc: 0.6527, top5_acc: 0.8455, loss_cls: 1.4198, loss: 1.4198, grad_norm: 5.1381 2020-08-16 05:00:44,641 - mmaction - INFO - Epoch [62][560/940] lr: 1.000e-03, eta: 7:12:26, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.6691, top5_acc: 0.8516, loss_cls: 1.3686, loss: 1.3686, grad_norm: 5.0503 2020-08-16 05:00:58,382 - mmaction - INFO - Epoch [62][580/940] lr: 1.000e-03, eta: 7:12:11, time: 0.690, data_time: 0.007, memory: 8343, top1_acc: 0.6729, top5_acc: 0.8592, loss_cls: 1.3461, loss: 1.3461, grad_norm: 5.0213 2020-08-16 05:01:12,655 - mmaction - INFO - Epoch [62][600/940] lr: 1.000e-03, eta: 7:11:57, time: 0.713, data_time: 0.006, memory: 8343, top1_acc: 0.6684, top5_acc: 0.8482, loss_cls: 1.3890, loss: 1.3890, grad_norm: 5.0356 2020-08-16 05:01:27,088 - mmaction - INFO - Epoch [62][620/940] lr: 1.000e-03, eta: 7:11:42, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.6748, top5_acc: 0.8582, loss_cls: 1.3506, loss: 1.3506, grad_norm: 5.0116 2020-08-16 05:01:40,709 - mmaction - INFO - Epoch [62][640/940] lr: 1.000e-03, eta: 7:11:27, time: 0.680, data_time: 0.005, memory: 8343, top1_acc: 0.6762, top5_acc: 0.8629, loss_cls: 1.3365, loss: 1.3365, grad_norm: 5.0120 2020-08-16 05:01:55,105 - mmaction - INFO - Epoch [62][660/940] lr: 1.000e-03, eta: 7:11:13, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.6717, top5_acc: 0.8584, loss_cls: 1.3516, loss: 1.3516, grad_norm: 5.0404 2020-08-16 05:02:09,199 - mmaction - INFO - Epoch [62][680/940] lr: 1.000e-03, eta: 7:10:58, time: 0.702, data_time: 0.006, memory: 8343, top1_acc: 0.6719, top5_acc: 0.8580, loss_cls: 1.3447, loss: 1.3447, grad_norm: 5.0144 2020-08-16 05:02:23,473 - mmaction - INFO - Epoch [62][700/940] lr: 1.000e-03, eta: 7:10:44, time: 0.715, data_time: 0.006, memory: 8343, top1_acc: 0.6602, top5_acc: 0.8527, loss_cls: 1.3864, loss: 1.3864, grad_norm: 5.0309 2020-08-16 05:02:38,429 - mmaction - INFO - Epoch [62][720/940] lr: 1.000e-03, eta: 7:10:30, time: 0.744, data_time: 0.007, memory: 8343, top1_acc: 0.6717, top5_acc: 0.8514, loss_cls: 1.3755, loss: 1.3755, grad_norm: 5.0420 2020-08-16 05:02:53,063 - mmaction - INFO - Epoch [62][740/940] lr: 1.000e-03, eta: 7:10:16, time: 0.736, data_time: 0.007, memory: 8343, top1_acc: 0.6549, top5_acc: 0.8531, loss_cls: 1.4039, loss: 1.4039, grad_norm: 5.1837 2020-08-16 05:03:07,529 - mmaction - INFO - Epoch [62][760/940] lr: 1.000e-03, eta: 7:10:01, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.6633, top5_acc: 0.8498, loss_cls: 1.4028, loss: 1.4028, grad_norm: 5.1408 2020-08-16 05:03:21,298 - mmaction - INFO - Epoch [62][780/940] lr: 1.000e-03, eta: 7:09:47, time: 0.692, data_time: 0.006, memory: 8343, top1_acc: 0.6699, top5_acc: 0.8561, loss_cls: 1.3666, loss: 1.3666, grad_norm: 5.0722 2020-08-16 05:03:36,355 - mmaction - INFO - Epoch [62][800/940] lr: 1.000e-03, eta: 7:09:33, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.6656, top5_acc: 0.8574, loss_cls: 1.3579, loss: 1.3579, grad_norm: 5.0446 2020-08-16 05:03:50,082 - mmaction - INFO - Epoch [62][820/940] lr: 1.000e-03, eta: 7:09:18, time: 0.688, data_time: 0.005, memory: 8343, top1_acc: 0.6707, top5_acc: 0.8551, loss_cls: 1.3723, loss: 1.3723, grad_norm: 5.0492 2020-08-16 05:04:04,914 - mmaction - INFO - Epoch [62][840/940] lr: 1.000e-03, eta: 7:09:04, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.6648, top5_acc: 0.8486, loss_cls: 1.3910, loss: 1.3910, grad_norm: 5.0789 2020-08-16 05:04:18,948 - mmaction - INFO - Epoch [62][860/940] lr: 1.000e-03, eta: 7:08:49, time: 0.703, data_time: 0.005, memory: 8343, top1_acc: 0.6709, top5_acc: 0.8578, loss_cls: 1.3606, loss: 1.3606, grad_norm: 5.0539 2020-08-16 05:04:33,090 - mmaction - INFO - Epoch [62][880/940] lr: 1.000e-03, eta: 7:08:35, time: 0.705, data_time: 0.006, memory: 8343, top1_acc: 0.6717, top5_acc: 0.8576, loss_cls: 1.3483, loss: 1.3483, grad_norm: 5.0254 2020-08-16 05:04:47,600 - mmaction - INFO - Epoch [62][900/940] lr: 1.000e-03, eta: 7:08:21, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.6760, top5_acc: 0.8637, loss_cls: 1.3205, loss: 1.3205, grad_norm: 4.9945 2020-08-16 05:05:02,218 - mmaction - INFO - Epoch [62][920/940] lr: 1.000e-03, eta: 7:08:06, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.6691, top5_acc: 0.8510, loss_cls: 1.3769, loss: 1.3769, grad_norm: 5.0160 2020-08-16 05:05:15,549 - mmaction - INFO - Epoch [62][940/940] lr: 1.000e-03, eta: 7:07:51, time: 0.669, data_time: 0.007, memory: 8343, top1_acc: 0.6687, top5_acc: 0.8508, loss_cls: 1.3907, loss: 1.3907, grad_norm: 5.1735 2020-08-16 05:05:41,037 - mmaction - INFO - Epoch [63][20/940] lr: 1.000e-03, eta: 7:07:43, time: 1.244, data_time: 0.611, memory: 8343, top1_acc: 0.6826, top5_acc: 0.8686, loss_cls: 1.3216, loss: 1.3216, grad_norm: 4.9510 2020-08-16 05:05:53,778 - mmaction - INFO - Epoch [63][40/940] lr: 1.000e-03, eta: 7:07:28, time: 0.639, data_time: 0.006, memory: 8343, top1_acc: 0.6729, top5_acc: 0.8582, loss_cls: 1.3475, loss: 1.3475, grad_norm: 4.9964 2020-08-16 05:06:07,285 - mmaction - INFO - Epoch [63][60/940] lr: 1.000e-03, eta: 7:07:13, time: 0.674, data_time: 0.006, memory: 8343, top1_acc: 0.6715, top5_acc: 0.8584, loss_cls: 1.3334, loss: 1.3334, grad_norm: 5.0329 2020-08-16 05:06:21,424 - mmaction - INFO - Epoch [63][80/940] lr: 1.000e-03, eta: 7:06:59, time: 0.708, data_time: 0.005, memory: 8343, top1_acc: 0.6738, top5_acc: 0.8564, loss_cls: 1.3446, loss: 1.3446, grad_norm: 4.9590 2020-08-16 05:06:35,274 - mmaction - INFO - Epoch [63][100/940] lr: 1.000e-03, eta: 7:06:44, time: 0.691, data_time: 0.006, memory: 8343, top1_acc: 0.6766, top5_acc: 0.8582, loss_cls: 1.3421, loss: 1.3421, grad_norm: 5.0507 2020-08-16 05:06:49,501 - mmaction - INFO - Epoch [63][120/940] lr: 1.000e-03, eta: 7:06:29, time: 0.713, data_time: 0.006, memory: 8343, top1_acc: 0.6748, top5_acc: 0.8582, loss_cls: 1.3440, loss: 1.3440, grad_norm: 5.0710 2020-08-16 05:07:04,529 - mmaction - INFO - Epoch [63][140/940] lr: 1.000e-03, eta: 7:06:15, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.6740, top5_acc: 0.8584, loss_cls: 1.3614, loss: 1.3614, grad_norm: 5.1058 2020-08-16 05:07:19,590 - mmaction - INFO - Epoch [63][160/940] lr: 1.000e-03, eta: 7:06:01, time: 0.757, data_time: 0.006, memory: 8343, top1_acc: 0.6699, top5_acc: 0.8496, loss_cls: 1.3777, loss: 1.3777, grad_norm: 5.1142 2020-08-16 05:07:33,171 - mmaction - INFO - Epoch [63][180/940] lr: 1.000e-03, eta: 7:05:47, time: 0.677, data_time: 0.005, memory: 8343, top1_acc: 0.6740, top5_acc: 0.8574, loss_cls: 1.3284, loss: 1.3284, grad_norm: 4.9643 2020-08-16 05:07:47,394 - mmaction - INFO - Epoch [63][200/940] lr: 1.000e-03, eta: 7:05:32, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.6797, top5_acc: 0.8574, loss_cls: 1.3535, loss: 1.3535, grad_norm: 5.0448 2020-08-16 05:08:01,869 - mmaction - INFO - Epoch [63][220/940] lr: 1.000e-03, eta: 7:05:18, time: 0.723, data_time: 0.006, memory: 8343, top1_acc: 0.6645, top5_acc: 0.8566, loss_cls: 1.3675, loss: 1.3675, grad_norm: 5.0900 2020-08-16 05:08:15,617 - mmaction - INFO - Epoch [63][240/940] lr: 1.000e-03, eta: 7:05:03, time: 0.689, data_time: 0.004, memory: 8343, top1_acc: 0.6687, top5_acc: 0.8570, loss_cls: 1.3509, loss: 1.3509, grad_norm: 5.0645 2020-08-16 05:08:30,657 - mmaction - INFO - Epoch [63][260/940] lr: 1.000e-03, eta: 7:04:49, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.6748, top5_acc: 0.8625, loss_cls: 1.3310, loss: 1.3310, grad_norm: 4.9820 2020-08-16 05:08:44,484 - mmaction - INFO - Epoch [63][280/940] lr: 1.000e-03, eta: 7:04:34, time: 0.695, data_time: 0.007, memory: 8343, top1_acc: 0.6584, top5_acc: 0.8502, loss_cls: 1.3729, loss: 1.3729, grad_norm: 5.0670 2020-08-16 05:08:58,440 - mmaction - INFO - Epoch [63][300/940] lr: 1.000e-03, eta: 7:04:20, time: 0.696, data_time: 0.006, memory: 8343, top1_acc: 0.6746, top5_acc: 0.8523, loss_cls: 1.3564, loss: 1.3564, grad_norm: 5.0402 2020-08-16 05:09:13,235 - mmaction - INFO - Epoch [63][320/940] lr: 1.000e-03, eta: 7:04:06, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.6738, top5_acc: 0.8568, loss_cls: 1.3417, loss: 1.3417, grad_norm: 4.9652 2020-08-16 05:09:27,014 - mmaction - INFO - Epoch [63][340/940] lr: 1.000e-03, eta: 7:03:51, time: 0.687, data_time: 0.006, memory: 8343, top1_acc: 0.6719, top5_acc: 0.8521, loss_cls: 1.3612, loss: 1.3612, grad_norm: 4.9518 2020-08-16 05:09:41,341 - mmaction - INFO - Epoch [63][360/940] lr: 1.000e-03, eta: 7:03:36, time: 0.719, data_time: 0.006, memory: 8343, top1_acc: 0.6754, top5_acc: 0.8541, loss_cls: 1.3441, loss: 1.3441, grad_norm: 4.9599 2020-08-16 05:09:56,585 - mmaction - INFO - Epoch [63][380/940] lr: 1.000e-03, eta: 7:03:23, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.6725, top5_acc: 0.8539, loss_cls: 1.3478, loss: 1.3478, grad_norm: 4.9814 2020-08-16 05:10:11,340 - mmaction - INFO - Epoch [63][400/940] lr: 1.000e-03, eta: 7:03:08, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.6695, top5_acc: 0.8605, loss_cls: 1.3552, loss: 1.3552, grad_norm: 5.0665 2020-08-16 05:10:24,998 - mmaction - INFO - Epoch [63][420/940] lr: 1.000e-03, eta: 7:02:54, time: 0.680, data_time: 0.006, memory: 8343, top1_acc: 0.6691, top5_acc: 0.8561, loss_cls: 1.3779, loss: 1.3779, grad_norm: 5.0988 2020-08-16 05:10:39,941 - mmaction - INFO - Epoch [63][440/940] lr: 1.000e-03, eta: 7:02:40, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.6678, top5_acc: 0.8508, loss_cls: 1.3662, loss: 1.3662, grad_norm: 5.0204 2020-08-16 05:10:54,429 - mmaction - INFO - Epoch [63][460/940] lr: 1.000e-03, eta: 7:02:25, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8604, loss_cls: 1.3356, loss: 1.3356, grad_norm: 5.0300 2020-08-16 05:11:08,195 - mmaction - INFO - Epoch [63][480/940] lr: 1.000e-03, eta: 7:02:11, time: 0.685, data_time: 0.007, memory: 8343, top1_acc: 0.6648, top5_acc: 0.8559, loss_cls: 1.3719, loss: 1.3719, grad_norm: 5.0829 2020-08-16 05:11:22,600 - mmaction - INFO - Epoch [63][500/940] lr: 1.000e-03, eta: 7:01:56, time: 0.723, data_time: 0.007, memory: 8343, top1_acc: 0.6814, top5_acc: 0.8574, loss_cls: 1.3426, loss: 1.3426, grad_norm: 5.0361 2020-08-16 05:11:36,751 - mmaction - INFO - Epoch [63][520/940] lr: 1.000e-03, eta: 7:01:42, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.6838, top5_acc: 0.8516, loss_cls: 1.3543, loss: 1.3543, grad_norm: 4.9868 2020-08-16 05:11:51,616 - mmaction - INFO - Epoch [63][540/940] lr: 1.000e-03, eta: 7:01:28, time: 0.747, data_time: 0.007, memory: 8343, top1_acc: 0.6814, top5_acc: 0.8549, loss_cls: 1.3357, loss: 1.3357, grad_norm: 5.0039 2020-08-16 05:12:05,636 - mmaction - INFO - Epoch [63][560/940] lr: 1.000e-03, eta: 7:01:13, time: 0.699, data_time: 0.006, memory: 8343, top1_acc: 0.6777, top5_acc: 0.8586, loss_cls: 1.3572, loss: 1.3572, grad_norm: 5.0634 2020-08-16 05:12:20,562 - mmaction - INFO - Epoch [63][580/940] lr: 1.000e-03, eta: 7:00:59, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.6773, top5_acc: 0.8635, loss_cls: 1.3304, loss: 1.3304, grad_norm: 5.0344 2020-08-16 05:12:34,402 - mmaction - INFO - Epoch [63][600/940] lr: 1.000e-03, eta: 7:00:44, time: 0.691, data_time: 0.006, memory: 8343, top1_acc: 0.6756, top5_acc: 0.8541, loss_cls: 1.3425, loss: 1.3425, grad_norm: 5.0146 2020-08-16 05:12:48,807 - mmaction - INFO - Epoch [63][620/940] lr: 1.000e-03, eta: 7:00:30, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.6725, top5_acc: 0.8564, loss_cls: 1.3500, loss: 1.3500, grad_norm: 5.0649 2020-08-16 05:13:02,858 - mmaction - INFO - Epoch [63][640/940] lr: 1.000e-03, eta: 7:00:15, time: 0.701, data_time: 0.006, memory: 8343, top1_acc: 0.6727, top5_acc: 0.8576, loss_cls: 1.3426, loss: 1.3426, grad_norm: 4.9696 2020-08-16 05:13:17,490 - mmaction - INFO - Epoch [63][660/940] lr: 1.000e-03, eta: 7:00:01, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.6744, top5_acc: 0.8596, loss_cls: 1.3366, loss: 1.3366, grad_norm: 5.0638 2020-08-16 05:13:31,381 - mmaction - INFO - Epoch [63][680/940] lr: 1.000e-03, eta: 6:59:46, time: 0.695, data_time: 0.005, memory: 8343, top1_acc: 0.6639, top5_acc: 0.8562, loss_cls: 1.3711, loss: 1.3711, grad_norm: 5.0945 2020-08-16 05:13:46,039 - mmaction - INFO - Epoch [63][700/940] lr: 1.000e-03, eta: 6:59:32, time: 0.730, data_time: 0.006, memory: 8343, top1_acc: 0.6682, top5_acc: 0.8469, loss_cls: 1.3962, loss: 1.3962, grad_norm: 5.1903 2020-08-16 05:13:59,841 - mmaction - INFO - Epoch [63][720/940] lr: 1.000e-03, eta: 6:59:18, time: 0.693, data_time: 0.007, memory: 8343, top1_acc: 0.6625, top5_acc: 0.8523, loss_cls: 1.3975, loss: 1.3975, grad_norm: 5.0919 2020-08-16 05:14:13,880 - mmaction - INFO - Epoch [63][740/940] lr: 1.000e-03, eta: 6:59:03, time: 0.701, data_time: 0.006, memory: 8343, top1_acc: 0.6797, top5_acc: 0.8604, loss_cls: 1.3286, loss: 1.3286, grad_norm: 4.9697 2020-08-16 05:14:27,970 - mmaction - INFO - Epoch [63][760/940] lr: 1.000e-03, eta: 6:58:48, time: 0.706, data_time: 0.005, memory: 8343, top1_acc: 0.6670, top5_acc: 0.8500, loss_cls: 1.3894, loss: 1.3894, grad_norm: 5.1182 2020-08-16 05:14:43,400 - mmaction - INFO - Epoch [63][780/940] lr: 1.000e-03, eta: 6:58:35, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.6660, top5_acc: 0.8529, loss_cls: 1.3802, loss: 1.3802, grad_norm: 5.1348 2020-08-16 05:14:57,028 - mmaction - INFO - Epoch [63][800/940] lr: 1.000e-03, eta: 6:58:20, time: 0.683, data_time: 0.006, memory: 8343, top1_acc: 0.6697, top5_acc: 0.8584, loss_cls: 1.3534, loss: 1.3534, grad_norm: 4.9809 2020-08-16 05:15:11,788 - mmaction - INFO - Epoch [63][820/940] lr: 1.000e-03, eta: 6:58:06, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.6707, top5_acc: 0.8504, loss_cls: 1.3617, loss: 1.3617, grad_norm: 5.0016 2020-08-16 05:15:25,883 - mmaction - INFO - Epoch [63][840/940] lr: 1.000e-03, eta: 6:57:51, time: 0.706, data_time: 0.006, memory: 8343, top1_acc: 0.6676, top5_acc: 0.8549, loss_cls: 1.3521, loss: 1.3521, grad_norm: 5.1001 2020-08-16 05:15:39,904 - mmaction - INFO - Epoch [63][860/940] lr: 1.000e-03, eta: 6:57:37, time: 0.701, data_time: 0.006, memory: 8343, top1_acc: 0.6682, top5_acc: 0.8508, loss_cls: 1.3781, loss: 1.3781, grad_norm: 5.1228 2020-08-16 05:15:54,531 - mmaction - INFO - Epoch [63][880/940] lr: 1.000e-03, eta: 6:57:22, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.6781, top5_acc: 0.8600, loss_cls: 1.3280, loss: 1.3280, grad_norm: 5.0009 2020-08-16 05:16:08,657 - mmaction - INFO - Epoch [63][900/940] lr: 1.000e-03, eta: 6:57:08, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.6674, top5_acc: 0.8553, loss_cls: 1.3731, loss: 1.3731, grad_norm: 5.0685 2020-08-16 05:16:22,960 - mmaction - INFO - Epoch [63][920/940] lr: 1.000e-03, eta: 6:56:53, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.6635, top5_acc: 0.8562, loss_cls: 1.3856, loss: 1.3856, grad_norm: 5.2265 2020-08-16 05:16:36,634 - mmaction - INFO - Epoch [63][940/940] lr: 1.000e-03, eta: 6:56:39, time: 0.685, data_time: 0.004, memory: 8343, top1_acc: 0.6795, top5_acc: 0.8539, loss_cls: 1.3571, loss: 1.3571, grad_norm: 5.1236 2020-08-16 05:16:58,213 - mmaction - INFO - Epoch [64][20/940] lr: 1.000e-03, eta: 6:56:28, time: 1.057, data_time: 0.408, memory: 8343, top1_acc: 0.6779, top5_acc: 0.8688, loss_cls: 1.2982, loss: 1.2982, grad_norm: 5.0278 2020-08-16 05:17:10,971 - mmaction - INFO - Epoch [64][40/940] lr: 1.000e-03, eta: 6:56:13, time: 0.641, data_time: 0.006, memory: 8343, top1_acc: 0.6664, top5_acc: 0.8541, loss_cls: 1.3824, loss: 1.3824, grad_norm: 5.0872 2020-08-16 05:17:25,421 - mmaction - INFO - Epoch [64][60/940] lr: 1.000e-03, eta: 6:55:59, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.6727, top5_acc: 0.8547, loss_cls: 1.3499, loss: 1.3499, grad_norm: 5.0640 2020-08-16 05:17:39,361 - mmaction - INFO - Epoch [64][80/940] lr: 1.000e-03, eta: 6:55:44, time: 0.700, data_time: 0.007, memory: 8343, top1_acc: 0.6801, top5_acc: 0.8609, loss_cls: 1.3263, loss: 1.3263, grad_norm: 4.9507 2020-08-16 05:17:54,710 - mmaction - INFO - Epoch [64][100/940] lr: 1.000e-03, eta: 6:55:30, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.6725, top5_acc: 0.8637, loss_cls: 1.3433, loss: 1.3433, grad_norm: 5.0441 2020-08-16 05:18:09,004 - mmaction - INFO - Epoch [64][120/940] lr: 1.000e-03, eta: 6:55:16, time: 0.715, data_time: 0.003, memory: 8343, top1_acc: 0.6707, top5_acc: 0.8535, loss_cls: 1.3742, loss: 1.3742, grad_norm: 5.0957 2020-08-16 05:18:22,598 - mmaction - INFO - Epoch [64][140/940] lr: 1.000e-03, eta: 6:55:01, time: 0.677, data_time: 0.005, memory: 8343, top1_acc: 0.6781, top5_acc: 0.8648, loss_cls: 1.3341, loss: 1.3341, grad_norm: 5.0609 2020-08-16 05:18:36,458 - mmaction - INFO - Epoch [64][160/940] lr: 1.000e-03, eta: 6:54:46, time: 0.696, data_time: 0.006, memory: 8343, top1_acc: 0.6678, top5_acc: 0.8525, loss_cls: 1.3792, loss: 1.3792, grad_norm: 5.0441 2020-08-16 05:18:50,827 - mmaction - INFO - Epoch [64][180/940] lr: 1.000e-03, eta: 6:54:32, time: 0.716, data_time: 0.005, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8666, loss_cls: 1.2956, loss: 1.2956, grad_norm: 4.9497 2020-08-16 05:19:05,654 - mmaction - INFO - Epoch [64][200/940] lr: 1.000e-03, eta: 6:54:18, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.6717, top5_acc: 0.8520, loss_cls: 1.3812, loss: 1.3812, grad_norm: 5.0199 2020-08-16 05:19:19,965 - mmaction - INFO - Epoch [64][220/940] lr: 1.000e-03, eta: 6:54:03, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8652, loss_cls: 1.3114, loss: 1.3114, grad_norm: 5.0689 2020-08-16 05:19:34,020 - mmaction - INFO - Epoch [64][240/940] lr: 1.000e-03, eta: 6:53:49, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.6709, top5_acc: 0.8529, loss_cls: 1.3686, loss: 1.3686, grad_norm: 5.0147 2020-08-16 05:19:47,984 - mmaction - INFO - Epoch [64][260/940] lr: 1.000e-03, eta: 6:53:34, time: 0.695, data_time: 0.006, memory: 8343, top1_acc: 0.6689, top5_acc: 0.8594, loss_cls: 1.3579, loss: 1.3579, grad_norm: 5.0616 2020-08-16 05:20:02,150 - mmaction - INFO - Epoch [64][280/940] lr: 1.000e-03, eta: 6:53:20, time: 0.711, data_time: 0.007, memory: 8343, top1_acc: 0.6684, top5_acc: 0.8508, loss_cls: 1.3605, loss: 1.3605, grad_norm: 5.0187 2020-08-16 05:20:16,427 - mmaction - INFO - Epoch [64][300/940] lr: 1.000e-03, eta: 6:53:05, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.6758, top5_acc: 0.8592, loss_cls: 1.3493, loss: 1.3493, grad_norm: 5.1003 2020-08-16 05:20:31,596 - mmaction - INFO - Epoch [64][320/940] lr: 1.000e-03, eta: 6:52:51, time: 0.757, data_time: 0.007, memory: 8343, top1_acc: 0.6754, top5_acc: 0.8566, loss_cls: 1.3516, loss: 1.3516, grad_norm: 5.0371 2020-08-16 05:20:45,367 - mmaction - INFO - Epoch [64][340/940] lr: 1.000e-03, eta: 6:52:37, time: 0.692, data_time: 0.007, memory: 8343, top1_acc: 0.6635, top5_acc: 0.8572, loss_cls: 1.3746, loss: 1.3746, grad_norm: 5.1604 2020-08-16 05:21:00,466 - mmaction - INFO - Epoch [64][360/940] lr: 1.000e-03, eta: 6:52:23, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.6734, top5_acc: 0.8611, loss_cls: 1.3418, loss: 1.3418, grad_norm: 5.0149 2020-08-16 05:21:15,254 - mmaction - INFO - Epoch [64][380/940] lr: 1.000e-03, eta: 6:52:08, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.6773, top5_acc: 0.8555, loss_cls: 1.3326, loss: 1.3326, grad_norm: 4.9202 2020-08-16 05:21:29,861 - mmaction - INFO - Epoch [64][400/940] lr: 1.000e-03, eta: 6:51:54, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.6746, top5_acc: 0.8576, loss_cls: 1.3502, loss: 1.3502, grad_norm: 5.1440 2020-08-16 05:21:45,046 - mmaction - INFO - Epoch [64][420/940] lr: 1.000e-03, eta: 6:51:40, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.6717, top5_acc: 0.8566, loss_cls: 1.3533, loss: 1.3533, grad_norm: 5.1416 2020-08-16 05:22:00,322 - mmaction - INFO - Epoch [64][440/940] lr: 1.000e-03, eta: 6:51:26, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.6721, top5_acc: 0.8609, loss_cls: 1.3451, loss: 1.3451, grad_norm: 5.1504 2020-08-16 05:22:13,561 - mmaction - INFO - Epoch [64][460/940] lr: 1.000e-03, eta: 6:51:11, time: 0.665, data_time: 0.006, memory: 8343, top1_acc: 0.6840, top5_acc: 0.8631, loss_cls: 1.3321, loss: 1.3321, grad_norm: 5.0975 2020-08-16 05:22:27,359 - mmaction - INFO - Epoch [64][480/940] lr: 1.000e-03, eta: 6:50:57, time: 0.688, data_time: 0.005, memory: 8343, top1_acc: 0.6801, top5_acc: 0.8625, loss_cls: 1.3237, loss: 1.3237, grad_norm: 5.0165 2020-08-16 05:22:41,330 - mmaction - INFO - Epoch [64][500/940] lr: 1.000e-03, eta: 6:50:42, time: 0.700, data_time: 0.005, memory: 8343, top1_acc: 0.6748, top5_acc: 0.8490, loss_cls: 1.3721, loss: 1.3721, grad_norm: 5.0656 2020-08-16 05:22:56,408 - mmaction - INFO - Epoch [64][520/940] lr: 1.000e-03, eta: 6:50:28, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.6580, top5_acc: 0.8475, loss_cls: 1.3991, loss: 1.3991, grad_norm: 5.2188 2020-08-16 05:23:09,988 - mmaction - INFO - Epoch [64][540/940] lr: 1.000e-03, eta: 6:50:13, time: 0.680, data_time: 0.005, memory: 8343, top1_acc: 0.6674, top5_acc: 0.8531, loss_cls: 1.3594, loss: 1.3594, grad_norm: 5.1202 2020-08-16 05:23:24,089 - mmaction - INFO - Epoch [64][560/940] lr: 1.000e-03, eta: 6:49:59, time: 0.703, data_time: 0.006, memory: 8343, top1_acc: 0.6803, top5_acc: 0.8549, loss_cls: 1.3464, loss: 1.3464, grad_norm: 4.9432 2020-08-16 05:23:38,045 - mmaction - INFO - Epoch [64][580/940] lr: 1.000e-03, eta: 6:49:44, time: 0.700, data_time: 0.006, memory: 8343, top1_acc: 0.6736, top5_acc: 0.8588, loss_cls: 1.3369, loss: 1.3369, grad_norm: 5.0925 2020-08-16 05:23:52,651 - mmaction - INFO - Epoch [64][600/940] lr: 1.000e-03, eta: 6:49:30, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.6725, top5_acc: 0.8529, loss_cls: 1.3605, loss: 1.3605, grad_norm: 5.0746 2020-08-16 05:24:07,397 - mmaction - INFO - Epoch [64][620/940] lr: 1.000e-03, eta: 6:49:16, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.6723, top5_acc: 0.8514, loss_cls: 1.3787, loss: 1.3787, grad_norm: 5.1821 2020-08-16 05:24:21,347 - mmaction - INFO - Epoch [64][640/940] lr: 1.000e-03, eta: 6:49:01, time: 0.695, data_time: 0.006, memory: 8343, top1_acc: 0.6586, top5_acc: 0.8559, loss_cls: 1.3733, loss: 1.3733, grad_norm: 5.0478 2020-08-16 05:24:35,484 - mmaction - INFO - Epoch [64][660/940] lr: 1.000e-03, eta: 6:48:47, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.6838, top5_acc: 0.8557, loss_cls: 1.3467, loss: 1.3467, grad_norm: 5.0612 2020-08-16 05:24:51,095 - mmaction - INFO - Epoch [64][680/940] lr: 1.000e-03, eta: 6:48:33, time: 0.780, data_time: 0.005, memory: 8343, top1_acc: 0.6789, top5_acc: 0.8627, loss_cls: 1.2965, loss: 1.2965, grad_norm: 5.0520 2020-08-16 05:25:04,924 - mmaction - INFO - Epoch [64][700/940] lr: 1.000e-03, eta: 6:48:18, time: 0.692, data_time: 0.007, memory: 8343, top1_acc: 0.6836, top5_acc: 0.8660, loss_cls: 1.3036, loss: 1.3036, grad_norm: 4.9798 2020-08-16 05:25:20,338 - mmaction - INFO - Epoch [64][720/940] lr: 1.000e-03, eta: 6:48:04, time: 0.770, data_time: 0.002, memory: 8343, top1_acc: 0.6678, top5_acc: 0.8484, loss_cls: 1.3761, loss: 1.3761, grad_norm: 5.1700 2020-08-16 05:25:34,392 - mmaction - INFO - Epoch [64][740/940] lr: 1.000e-03, eta: 6:47:50, time: 0.701, data_time: 0.006, memory: 8343, top1_acc: 0.6738, top5_acc: 0.8537, loss_cls: 1.3634, loss: 1.3634, grad_norm: 5.1622 2020-08-16 05:25:48,699 - mmaction - INFO - Epoch [64][760/940] lr: 1.000e-03, eta: 6:47:35, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.6678, top5_acc: 0.8549, loss_cls: 1.3659, loss: 1.3659, grad_norm: 5.1256 2020-08-16 05:26:03,005 - mmaction - INFO - Epoch [64][780/940] lr: 1.000e-03, eta: 6:47:21, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.6727, top5_acc: 0.8555, loss_cls: 1.3650, loss: 1.3650, grad_norm: 5.0891 2020-08-16 05:26:16,946 - mmaction - INFO - Epoch [64][800/940] lr: 1.000e-03, eta: 6:47:06, time: 0.700, data_time: 0.007, memory: 8343, top1_acc: 0.6619, top5_acc: 0.8492, loss_cls: 1.3926, loss: 1.3926, grad_norm: 5.1138 2020-08-16 05:26:31,074 - mmaction - INFO - Epoch [64][820/940] lr: 1.000e-03, eta: 6:46:52, time: 0.705, data_time: 0.006, memory: 8343, top1_acc: 0.6783, top5_acc: 0.8615, loss_cls: 1.3291, loss: 1.3291, grad_norm: 5.0335 2020-08-16 05:26:45,756 - mmaction - INFO - Epoch [64][840/940] lr: 1.000e-03, eta: 6:46:38, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.6721, top5_acc: 0.8592, loss_cls: 1.3307, loss: 1.3307, grad_norm: 5.0356 2020-08-16 05:26:59,861 - mmaction - INFO - Epoch [64][860/940] lr: 1.000e-03, eta: 6:46:23, time: 0.704, data_time: 0.006, memory: 8343, top1_acc: 0.6758, top5_acc: 0.8570, loss_cls: 1.3605, loss: 1.3605, grad_norm: 5.0855 2020-08-16 05:27:14,108 - mmaction - INFO - Epoch [64][880/940] lr: 1.000e-03, eta: 6:46:09, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.6801, top5_acc: 0.8541, loss_cls: 1.3489, loss: 1.3489, grad_norm: 5.0604 2020-08-16 05:27:28,898 - mmaction - INFO - Epoch [64][900/940] lr: 1.000e-03, eta: 6:45:55, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.6645, top5_acc: 0.8547, loss_cls: 1.3743, loss: 1.3743, grad_norm: 5.1942 2020-08-16 05:27:42,468 - mmaction - INFO - Epoch [64][920/940] lr: 1.000e-03, eta: 6:45:40, time: 0.678, data_time: 0.003, memory: 8343, top1_acc: 0.6625, top5_acc: 0.8527, loss_cls: 1.3829, loss: 1.3829, grad_norm: 5.2136 2020-08-16 05:27:56,775 - mmaction - INFO - Epoch [64][940/940] lr: 1.000e-03, eta: 6:45:25, time: 0.715, data_time: 0.007, memory: 8343, top1_acc: 0.6624, top5_acc: 0.8573, loss_cls: 1.3887, loss: 1.3887, grad_norm: 5.3107 2020-08-16 05:28:18,125 - mmaction - INFO - Epoch [65][20/940] lr: 1.000e-03, eta: 6:45:15, time: 1.046, data_time: 0.380, memory: 8343, top1_acc: 0.6711, top5_acc: 0.8535, loss_cls: 1.3618, loss: 1.3618, grad_norm: 5.1171 2020-08-16 05:28:31,489 - mmaction - INFO - Epoch [65][40/940] lr: 1.000e-03, eta: 6:45:00, time: 0.665, data_time: 0.006, memory: 8343, top1_acc: 0.6691, top5_acc: 0.8574, loss_cls: 1.3522, loss: 1.3522, grad_norm: 5.1368 2020-08-16 05:28:45,486 - mmaction - INFO - Epoch [65][60/940] lr: 1.000e-03, eta: 6:44:45, time: 0.703, data_time: 0.007, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8613, loss_cls: 1.3325, loss: 1.3325, grad_norm: 5.0283 2020-08-16 05:29:00,078 - mmaction - INFO - Epoch [65][80/940] lr: 1.000e-03, eta: 6:44:31, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.6746, top5_acc: 0.8627, loss_cls: 1.3403, loss: 1.3403, grad_norm: 5.0373 2020-08-16 05:29:14,707 - mmaction - INFO - Epoch [65][100/940] lr: 1.000e-03, eta: 6:44:17, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.6791, top5_acc: 0.8666, loss_cls: 1.3099, loss: 1.3099, grad_norm: 5.0838 2020-08-16 05:29:29,718 - mmaction - INFO - Epoch [65][120/940] lr: 1.000e-03, eta: 6:44:02, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.6783, top5_acc: 0.8580, loss_cls: 1.3372, loss: 1.3372, grad_norm: 5.0466 2020-08-16 05:29:43,155 - mmaction - INFO - Epoch [65][140/940] lr: 1.000e-03, eta: 6:43:48, time: 0.674, data_time: 0.006, memory: 8343, top1_acc: 0.6695, top5_acc: 0.8564, loss_cls: 1.3322, loss: 1.3322, grad_norm: 5.0690 2020-08-16 05:29:57,422 - mmaction - INFO - Epoch [65][160/940] lr: 1.000e-03, eta: 6:43:33, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.6848, top5_acc: 0.8604, loss_cls: 1.3147, loss: 1.3147, grad_norm: 5.0026 2020-08-16 05:30:12,240 - mmaction - INFO - Epoch [65][180/940] lr: 1.000e-03, eta: 6:43:19, time: 0.744, data_time: 0.007, memory: 8343, top1_acc: 0.6758, top5_acc: 0.8619, loss_cls: 1.3382, loss: 1.3382, grad_norm: 5.0730 2020-08-16 05:30:26,083 - mmaction - INFO - Epoch [65][200/940] lr: 1.000e-03, eta: 6:43:04, time: 0.692, data_time: 0.006, memory: 8343, top1_acc: 0.6779, top5_acc: 0.8545, loss_cls: 1.3434, loss: 1.3434, grad_norm: 5.0625 2020-08-16 05:30:40,906 - mmaction - INFO - Epoch [65][220/940] lr: 1.000e-03, eta: 6:42:50, time: 0.741, data_time: 0.004, memory: 8343, top1_acc: 0.6801, top5_acc: 0.8572, loss_cls: 1.3451, loss: 1.3451, grad_norm: 5.0491 2020-08-16 05:30:54,837 - mmaction - INFO - Epoch [65][240/940] lr: 1.000e-03, eta: 6:42:36, time: 0.695, data_time: 0.005, memory: 8343, top1_acc: 0.6742, top5_acc: 0.8621, loss_cls: 1.3304, loss: 1.3304, grad_norm: 5.0158 2020-08-16 05:31:08,947 - mmaction - INFO - Epoch [65][260/940] lr: 1.000e-03, eta: 6:42:21, time: 0.707, data_time: 0.005, memory: 8343, top1_acc: 0.6672, top5_acc: 0.8516, loss_cls: 1.3990, loss: 1.3990, grad_norm: 5.1559 2020-08-16 05:31:24,460 - mmaction - INFO - Epoch [65][280/940] lr: 1.000e-03, eta: 6:42:07, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.6820, top5_acc: 0.8551, loss_cls: 1.3240, loss: 1.3240, grad_norm: 5.0879 2020-08-16 05:31:38,667 - mmaction - INFO - Epoch [65][300/940] lr: 1.000e-03, eta: 6:41:53, time: 0.711, data_time: 0.005, memory: 8343, top1_acc: 0.6842, top5_acc: 0.8592, loss_cls: 1.3211, loss: 1.3211, grad_norm: 4.9777 2020-08-16 05:31:52,760 - mmaction - INFO - Epoch [65][320/940] lr: 1.000e-03, eta: 6:41:38, time: 0.702, data_time: 0.007, memory: 8343, top1_acc: 0.6793, top5_acc: 0.8570, loss_cls: 1.3450, loss: 1.3450, grad_norm: 5.0250 2020-08-16 05:32:07,507 - mmaction - INFO - Epoch [65][340/940] lr: 1.000e-03, eta: 6:41:24, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.6822, top5_acc: 0.8582, loss_cls: 1.3341, loss: 1.3341, grad_norm: 4.9933 2020-08-16 05:32:21,811 - mmaction - INFO - Epoch [65][360/940] lr: 1.000e-03, eta: 6:41:10, time: 0.714, data_time: 0.006, memory: 8343, top1_acc: 0.6754, top5_acc: 0.8582, loss_cls: 1.3453, loss: 1.3453, grad_norm: 5.1029 2020-08-16 05:32:35,862 - mmaction - INFO - Epoch [65][380/940] lr: 1.000e-03, eta: 6:40:55, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.6787, top5_acc: 0.8596, loss_cls: 1.3119, loss: 1.3119, grad_norm: 5.0302 2020-08-16 05:32:50,007 - mmaction - INFO - Epoch [65][400/940] lr: 1.000e-03, eta: 6:40:41, time: 0.706, data_time: 0.006, memory: 8343, top1_acc: 0.6670, top5_acc: 0.8578, loss_cls: 1.3667, loss: 1.3667, grad_norm: 5.2111 2020-08-16 05:33:04,359 - mmaction - INFO - Epoch [65][420/940] lr: 1.000e-03, eta: 6:40:26, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.6781, top5_acc: 0.8562, loss_cls: 1.3329, loss: 1.3329, grad_norm: 5.1441 2020-08-16 05:33:18,535 - mmaction - INFO - Epoch [65][440/940] lr: 1.000e-03, eta: 6:40:12, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.6588, top5_acc: 0.8504, loss_cls: 1.4074, loss: 1.4074, grad_norm: 5.2211 2020-08-16 05:33:32,771 - mmaction - INFO - Epoch [65][460/940] lr: 1.000e-03, eta: 6:39:57, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.6711, top5_acc: 0.8588, loss_cls: 1.3423, loss: 1.3423, grad_norm: 5.1003 2020-08-16 05:33:47,211 - mmaction - INFO - Epoch [65][480/940] lr: 1.000e-03, eta: 6:39:43, time: 0.721, data_time: 0.006, memory: 8343, top1_acc: 0.6682, top5_acc: 0.8529, loss_cls: 1.3676, loss: 1.3676, grad_norm: 5.1808 2020-08-16 05:34:01,181 - mmaction - INFO - Epoch [65][500/940] lr: 1.000e-03, eta: 6:39:28, time: 0.700, data_time: 0.006, memory: 8343, top1_acc: 0.6771, top5_acc: 0.8645, loss_cls: 1.3408, loss: 1.3408, grad_norm: 5.2055 2020-08-16 05:34:16,144 - mmaction - INFO - Epoch [65][520/940] lr: 1.000e-03, eta: 6:39:14, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.6729, top5_acc: 0.8535, loss_cls: 1.3754, loss: 1.3754, grad_norm: 5.2216 2020-08-16 05:34:31,418 - mmaction - INFO - Epoch [65][540/940] lr: 1.000e-03, eta: 6:39:00, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.6562, top5_acc: 0.8521, loss_cls: 1.4055, loss: 1.4055, grad_norm: 5.1563 2020-08-16 05:34:45,676 - mmaction - INFO - Epoch [65][560/940] lr: 1.000e-03, eta: 6:38:46, time: 0.713, data_time: 0.007, memory: 8343, top1_acc: 0.6666, top5_acc: 0.8486, loss_cls: 1.3788, loss: 1.3788, grad_norm: 5.0940 2020-08-16 05:35:00,099 - mmaction - INFO - Epoch [65][580/940] lr: 1.000e-03, eta: 6:38:32, time: 0.721, data_time: 0.003, memory: 8343, top1_acc: 0.6797, top5_acc: 0.8639, loss_cls: 1.3272, loss: 1.3272, grad_norm: 5.1502 2020-08-16 05:35:14,500 - mmaction - INFO - Epoch [65][600/940] lr: 1.000e-03, eta: 6:38:17, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.6711, top5_acc: 0.8535, loss_cls: 1.3605, loss: 1.3605, grad_norm: 5.0952 2020-08-16 05:35:28,582 - mmaction - INFO - Epoch [65][620/940] lr: 1.000e-03, eta: 6:38:03, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.6646, top5_acc: 0.8508, loss_cls: 1.3830, loss: 1.3830, grad_norm: 5.1555 2020-08-16 05:35:43,963 - mmaction - INFO - Epoch [65][640/940] lr: 1.000e-03, eta: 6:37:49, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.6777, top5_acc: 0.8545, loss_cls: 1.3370, loss: 1.3370, grad_norm: 5.1480 2020-08-16 05:35:57,615 - mmaction - INFO - Epoch [65][660/940] lr: 1.000e-03, eta: 6:37:34, time: 0.682, data_time: 0.003, memory: 8343, top1_acc: 0.6617, top5_acc: 0.8506, loss_cls: 1.3838, loss: 1.3838, grad_norm: 5.2361 2020-08-16 05:36:12,785 - mmaction - INFO - Epoch [65][680/940] lr: 1.000e-03, eta: 6:37:20, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.6771, top5_acc: 0.8527, loss_cls: 1.3812, loss: 1.3812, grad_norm: 5.2293 2020-08-16 05:36:26,520 - mmaction - INFO - Epoch [65][700/940] lr: 1.000e-03, eta: 6:37:05, time: 0.689, data_time: 0.005, memory: 8343, top1_acc: 0.6734, top5_acc: 0.8576, loss_cls: 1.3623, loss: 1.3623, grad_norm: 5.1282 2020-08-16 05:36:41,523 - mmaction - INFO - Epoch [65][720/940] lr: 1.000e-03, eta: 6:36:51, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.6820, top5_acc: 0.8699, loss_cls: 1.3051, loss: 1.3051, grad_norm: 5.0549 2020-08-16 05:36:55,575 - mmaction - INFO - Epoch [65][740/940] lr: 1.000e-03, eta: 6:36:37, time: 0.705, data_time: 0.006, memory: 8343, top1_acc: 0.6717, top5_acc: 0.8623, loss_cls: 1.3390, loss: 1.3390, grad_norm: 5.0977 2020-08-16 05:37:10,847 - mmaction - INFO - Epoch [65][760/940] lr: 1.000e-03, eta: 6:36:23, time: 0.762, data_time: 0.006, memory: 8343, top1_acc: 0.6783, top5_acc: 0.8609, loss_cls: 1.3193, loss: 1.3193, grad_norm: 5.0835 2020-08-16 05:37:25,754 - mmaction - INFO - Epoch [65][780/940] lr: 1.000e-03, eta: 6:36:09, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.6617, top5_acc: 0.8572, loss_cls: 1.3789, loss: 1.3789, grad_norm: 5.1243 2020-08-16 05:37:39,785 - mmaction - INFO - Epoch [65][800/940] lr: 1.000e-03, eta: 6:35:54, time: 0.700, data_time: 0.006, memory: 8343, top1_acc: 0.6676, top5_acc: 0.8537, loss_cls: 1.3878, loss: 1.3878, grad_norm: 5.1350 2020-08-16 05:37:53,937 - mmaction - INFO - Epoch [65][820/940] lr: 1.000e-03, eta: 6:35:40, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.6627, top5_acc: 0.8559, loss_cls: 1.3906, loss: 1.3906, grad_norm: 5.2317 2020-08-16 05:38:08,879 - mmaction - INFO - Epoch [65][840/940] lr: 1.000e-03, eta: 6:35:26, time: 0.747, data_time: 0.002, memory: 8343, top1_acc: 0.6686, top5_acc: 0.8553, loss_cls: 1.3684, loss: 1.3684, grad_norm: 5.0754 2020-08-16 05:38:23,263 - mmaction - INFO - Epoch [65][860/940] lr: 1.000e-03, eta: 6:35:11, time: 0.716, data_time: 0.006, memory: 8343, top1_acc: 0.6621, top5_acc: 0.8498, loss_cls: 1.3841, loss: 1.3841, grad_norm: 5.1994 2020-08-16 05:38:37,997 - mmaction - INFO - Epoch [65][880/940] lr: 1.000e-03, eta: 6:34:57, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.6822, top5_acc: 0.8594, loss_cls: 1.3079, loss: 1.3079, grad_norm: 4.9913 2020-08-16 05:38:51,825 - mmaction - INFO - Epoch [65][900/940] lr: 1.000e-03, eta: 6:34:42, time: 0.689, data_time: 0.006, memory: 8343, top1_acc: 0.6752, top5_acc: 0.8594, loss_cls: 1.3619, loss: 1.3619, grad_norm: 5.1961 2020-08-16 05:39:06,064 - mmaction - INFO - Epoch [65][920/940] lr: 1.000e-03, eta: 6:34:28, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8617, loss_cls: 1.3085, loss: 1.3085, grad_norm: 5.0807 2020-08-16 05:39:20,275 - mmaction - INFO - Epoch [65][940/940] lr: 1.000e-03, eta: 6:34:13, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.6616, top5_acc: 0.8490, loss_cls: 1.3952, loss: 1.3952, grad_norm: 5.3167 2020-08-16 05:39:20,765 - mmaction - INFO - Saving checkpoint at 65 epochs 2020-08-16 05:39:41,894 - mmaction - INFO - Epoch [66][20/940] lr: 1.000e-03, eta: 6:34:02, time: 0.995, data_time: 0.383, memory: 8343, top1_acc: 0.6758, top5_acc: 0.8588, loss_cls: 1.3403, loss: 1.3403, grad_norm: 5.0705 2020-08-16 05:39:55,083 - mmaction - INFO - Epoch [66][40/940] lr: 1.000e-03, eta: 6:33:47, time: 0.658, data_time: 0.007, memory: 8343, top1_acc: 0.6738, top5_acc: 0.8539, loss_cls: 1.3530, loss: 1.3530, grad_norm: 5.0693 2020-08-16 05:40:09,057 - mmaction - INFO - Epoch [66][60/940] lr: 1.000e-03, eta: 6:33:32, time: 0.700, data_time: 0.005, memory: 8343, top1_acc: 0.6904, top5_acc: 0.8643, loss_cls: 1.2915, loss: 1.2915, grad_norm: 4.9611 2020-08-16 05:40:23,230 - mmaction - INFO - Epoch [66][80/940] lr: 1.000e-03, eta: 6:33:18, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.6668, top5_acc: 0.8510, loss_cls: 1.3801, loss: 1.3801, grad_norm: 5.1938 2020-08-16 05:40:37,895 - mmaction - INFO - Epoch [66][100/940] lr: 1.000e-03, eta: 6:33:04, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.6734, top5_acc: 0.8576, loss_cls: 1.3463, loss: 1.3463, grad_norm: 5.0952 2020-08-16 05:40:52,655 - mmaction - INFO - Epoch [66][120/940] lr: 1.000e-03, eta: 6:32:50, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.6813, top5_acc: 0.8545, loss_cls: 1.3394, loss: 1.3394, grad_norm: 5.0622 2020-08-16 05:41:06,213 - mmaction - INFO - Epoch [66][140/940] lr: 1.000e-03, eta: 6:32:35, time: 0.681, data_time: 0.007, memory: 8343, top1_acc: 0.6596, top5_acc: 0.8498, loss_cls: 1.4015, loss: 1.4015, grad_norm: 5.2422 2020-08-16 05:41:20,286 - mmaction - INFO - Epoch [66][160/940] lr: 1.000e-03, eta: 6:32:20, time: 0.701, data_time: 0.007, memory: 8343, top1_acc: 0.6752, top5_acc: 0.8592, loss_cls: 1.3335, loss: 1.3335, grad_norm: 5.0183 2020-08-16 05:41:34,749 - mmaction - INFO - Epoch [66][180/940] lr: 1.000e-03, eta: 6:32:06, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.6732, top5_acc: 0.8510, loss_cls: 1.3715, loss: 1.3715, grad_norm: 5.1922 2020-08-16 05:41:49,406 - mmaction - INFO - Epoch [66][200/940] lr: 1.000e-03, eta: 6:31:52, time: 0.733, data_time: 0.002, memory: 8343, top1_acc: 0.6709, top5_acc: 0.8682, loss_cls: 1.3241, loss: 1.3241, grad_norm: 5.2705 2020-08-16 05:42:03,184 - mmaction - INFO - Epoch [66][220/940] lr: 1.000e-03, eta: 6:31:37, time: 0.686, data_time: 0.007, memory: 8343, top1_acc: 0.6826, top5_acc: 0.8631, loss_cls: 1.3107, loss: 1.3107, grad_norm: 5.0200 2020-08-16 05:42:17,629 - mmaction - INFO - Epoch [66][240/940] lr: 1.000e-03, eta: 6:31:23, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.6746, top5_acc: 0.8641, loss_cls: 1.3230, loss: 1.3230, grad_norm: 5.0816 2020-08-16 05:42:31,659 - mmaction - INFO - Epoch [66][260/940] lr: 1.000e-03, eta: 6:31:08, time: 0.701, data_time: 0.006, memory: 8343, top1_acc: 0.6701, top5_acc: 0.8523, loss_cls: 1.3811, loss: 1.3811, grad_norm: 5.1846 2020-08-16 05:42:45,824 - mmaction - INFO - Epoch [66][280/940] lr: 1.000e-03, eta: 6:30:54, time: 0.709, data_time: 0.007, memory: 8343, top1_acc: 0.6730, top5_acc: 0.8549, loss_cls: 1.3765, loss: 1.3765, grad_norm: 5.1766 2020-08-16 05:43:00,394 - mmaction - INFO - Epoch [66][300/940] lr: 1.000e-03, eta: 6:30:39, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.6779, top5_acc: 0.8617, loss_cls: 1.3341, loss: 1.3341, grad_norm: 5.0539 2020-08-16 05:43:14,822 - mmaction - INFO - Epoch [66][320/940] lr: 1.000e-03, eta: 6:30:25, time: 0.726, data_time: 0.007, memory: 8343, top1_acc: 0.6754, top5_acc: 0.8582, loss_cls: 1.3248, loss: 1.3248, grad_norm: 5.0470 2020-08-16 05:43:29,098 - mmaction - INFO - Epoch [66][340/940] lr: 1.000e-03, eta: 6:30:10, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.6762, top5_acc: 0.8619, loss_cls: 1.3188, loss: 1.3188, grad_norm: 5.0947 2020-08-16 05:43:43,762 - mmaction - INFO - Epoch [66][360/940] lr: 1.000e-03, eta: 6:29:56, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.6914, top5_acc: 0.8637, loss_cls: 1.3036, loss: 1.3036, grad_norm: 5.0246 2020-08-16 05:43:58,145 - mmaction - INFO - Epoch [66][380/940] lr: 1.000e-03, eta: 6:29:42, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.6744, top5_acc: 0.8559, loss_cls: 1.3452, loss: 1.3452, grad_norm: 5.1876 2020-08-16 05:44:12,880 - mmaction - INFO - Epoch [66][400/940] lr: 1.000e-03, eta: 6:29:28, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.6781, top5_acc: 0.8498, loss_cls: 1.3373, loss: 1.3373, grad_norm: 5.0171 2020-08-16 05:44:27,962 - mmaction - INFO - Epoch [66][420/940] lr: 1.000e-03, eta: 6:29:14, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.6729, top5_acc: 0.8641, loss_cls: 1.3407, loss: 1.3407, grad_norm: 5.0649 2020-08-16 05:44:41,701 - mmaction - INFO - Epoch [66][440/940] lr: 1.000e-03, eta: 6:28:59, time: 0.690, data_time: 0.006, memory: 8343, top1_acc: 0.6734, top5_acc: 0.8592, loss_cls: 1.3340, loss: 1.3340, grad_norm: 5.0760 2020-08-16 05:44:56,207 - mmaction - INFO - Epoch [66][460/940] lr: 1.000e-03, eta: 6:28:45, time: 0.723, data_time: 0.006, memory: 8343, top1_acc: 0.6805, top5_acc: 0.8617, loss_cls: 1.3225, loss: 1.3225, grad_norm: 5.0279 2020-08-16 05:45:10,038 - mmaction - INFO - Epoch [66][480/940] lr: 1.000e-03, eta: 6:28:30, time: 0.693, data_time: 0.005, memory: 8343, top1_acc: 0.6824, top5_acc: 0.8615, loss_cls: 1.3177, loss: 1.3177, grad_norm: 5.0611 2020-08-16 05:45:24,455 - mmaction - INFO - Epoch [66][500/940] lr: 1.000e-03, eta: 6:28:16, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.6701, top5_acc: 0.8500, loss_cls: 1.3692, loss: 1.3692, grad_norm: 5.2443 2020-08-16 05:45:38,296 - mmaction - INFO - Epoch [66][520/940] lr: 1.000e-03, eta: 6:28:01, time: 0.695, data_time: 0.006, memory: 8343, top1_acc: 0.6709, top5_acc: 0.8598, loss_cls: 1.3421, loss: 1.3421, grad_norm: 5.1374 2020-08-16 05:45:52,524 - mmaction - INFO - Epoch [66][540/940] lr: 1.000e-03, eta: 6:27:46, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.6771, top5_acc: 0.8594, loss_cls: 1.3276, loss: 1.3276, grad_norm: 5.0647 2020-08-16 05:46:06,567 - mmaction - INFO - Epoch [66][560/940] lr: 1.000e-03, eta: 6:27:32, time: 0.703, data_time: 0.005, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8611, loss_cls: 1.2998, loss: 1.2998, grad_norm: 5.0355 2020-08-16 05:46:21,519 - mmaction - INFO - Epoch [66][580/940] lr: 1.000e-03, eta: 6:27:18, time: 0.747, data_time: 0.006, memory: 8343, top1_acc: 0.6729, top5_acc: 0.8598, loss_cls: 1.3472, loss: 1.3472, grad_norm: 5.0874 2020-08-16 05:46:35,834 - mmaction - INFO - Epoch [66][600/940] lr: 1.000e-03, eta: 6:27:03, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.6754, top5_acc: 0.8598, loss_cls: 1.3450, loss: 1.3450, grad_norm: 5.1209 2020-08-16 05:46:50,069 - mmaction - INFO - Epoch [66][620/940] lr: 1.000e-03, eta: 6:26:49, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.6717, top5_acc: 0.8531, loss_cls: 1.3581, loss: 1.3581, grad_norm: 5.1357 2020-08-16 05:47:04,418 - mmaction - INFO - Epoch [66][640/940] lr: 1.000e-03, eta: 6:26:35, time: 0.720, data_time: 0.007, memory: 8343, top1_acc: 0.6848, top5_acc: 0.8650, loss_cls: 1.3058, loss: 1.3058, grad_norm: 5.0532 2020-08-16 05:47:18,176 - mmaction - INFO - Epoch [66][660/940] lr: 1.000e-03, eta: 6:26:20, time: 0.686, data_time: 0.006, memory: 8343, top1_acc: 0.6762, top5_acc: 0.8617, loss_cls: 1.3378, loss: 1.3378, grad_norm: 5.1472 2020-08-16 05:47:33,119 - mmaction - INFO - Epoch [66][680/940] lr: 1.000e-03, eta: 6:26:06, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.6635, top5_acc: 0.8518, loss_cls: 1.3876, loss: 1.3876, grad_norm: 5.2486 2020-08-16 05:47:47,717 - mmaction - INFO - Epoch [66][700/940] lr: 1.000e-03, eta: 6:25:51, time: 0.726, data_time: 0.007, memory: 8343, top1_acc: 0.6736, top5_acc: 0.8541, loss_cls: 1.3512, loss: 1.3512, grad_norm: 5.1065 2020-08-16 05:48:01,539 - mmaction - INFO - Epoch [66][720/940] lr: 1.000e-03, eta: 6:25:37, time: 0.695, data_time: 0.008, memory: 8343, top1_acc: 0.6684, top5_acc: 0.8525, loss_cls: 1.3832, loss: 1.3832, grad_norm: 5.2621 2020-08-16 05:48:16,503 - mmaction - INFO - Epoch [66][740/940] lr: 1.000e-03, eta: 6:25:23, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.6678, top5_acc: 0.8523, loss_cls: 1.3864, loss: 1.3864, grad_norm: 5.1894 2020-08-16 05:48:31,092 - mmaction - INFO - Epoch [66][760/940] lr: 1.000e-03, eta: 6:25:08, time: 0.732, data_time: 0.007, memory: 8343, top1_acc: 0.6799, top5_acc: 0.8602, loss_cls: 1.3080, loss: 1.3080, grad_norm: 5.0546 2020-08-16 05:48:47,165 - mmaction - INFO - Epoch [66][780/940] lr: 1.000e-03, eta: 6:24:55, time: 0.803, data_time: 0.006, memory: 8343, top1_acc: 0.6797, top5_acc: 0.8627, loss_cls: 1.3098, loss: 1.3098, grad_norm: 5.0055 2020-08-16 05:49:00,236 - mmaction - INFO - Epoch [66][800/940] lr: 1.000e-03, eta: 6:24:40, time: 0.654, data_time: 0.004, memory: 8343, top1_acc: 0.6656, top5_acc: 0.8480, loss_cls: 1.3985, loss: 1.3985, grad_norm: 5.1890 2020-08-16 05:49:15,777 - mmaction - INFO - Epoch [66][820/940] lr: 1.000e-03, eta: 6:24:26, time: 0.776, data_time: 0.006, memory: 8343, top1_acc: 0.6799, top5_acc: 0.8604, loss_cls: 1.3119, loss: 1.3119, grad_norm: 5.0779 2020-08-16 05:49:30,278 - mmaction - INFO - Epoch [66][840/940] lr: 1.000e-03, eta: 6:24:12, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.6773, top5_acc: 0.8596, loss_cls: 1.3183, loss: 1.3183, grad_norm: 5.1396 2020-08-16 05:49:44,377 - mmaction - INFO - Epoch [66][860/940] lr: 1.000e-03, eta: 6:23:57, time: 0.703, data_time: 0.006, memory: 8343, top1_acc: 0.6719, top5_acc: 0.8572, loss_cls: 1.3443, loss: 1.3443, grad_norm: 5.1418 2020-08-16 05:49:58,216 - mmaction - INFO - Epoch [66][880/940] lr: 1.000e-03, eta: 6:23:43, time: 0.693, data_time: 0.005, memory: 8343, top1_acc: 0.6781, top5_acc: 0.8490, loss_cls: 1.3735, loss: 1.3735, grad_norm: 5.1179 2020-08-16 05:50:13,023 - mmaction - INFO - Epoch [66][900/940] lr: 1.000e-03, eta: 6:23:28, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.6744, top5_acc: 0.8590, loss_cls: 1.3497, loss: 1.3497, grad_norm: 5.1024 2020-08-16 05:50:26,990 - mmaction - INFO - Epoch [66][920/940] lr: 1.000e-03, eta: 6:23:14, time: 0.701, data_time: 0.006, memory: 8343, top1_acc: 0.6762, top5_acc: 0.8572, loss_cls: 1.3261, loss: 1.3261, grad_norm: 5.0705 2020-08-16 05:50:40,640 - mmaction - INFO - Epoch [66][940/940] lr: 1.000e-03, eta: 6:22:59, time: 0.681, data_time: 0.005, memory: 8343, top1_acc: 0.6713, top5_acc: 0.8539, loss_cls: 1.3756, loss: 1.3756, grad_norm: 5.2633 2020-08-16 05:51:02,125 - mmaction - INFO - Epoch [67][20/940] lr: 1.000e-03, eta: 6:22:48, time: 1.048, data_time: 0.427, memory: 8343, top1_acc: 0.6697, top5_acc: 0.8521, loss_cls: 1.3697, loss: 1.3697, grad_norm: 5.1492 2020-08-16 05:51:16,077 - mmaction - INFO - Epoch [67][40/940] lr: 1.000e-03, eta: 6:22:34, time: 0.697, data_time: 0.006, memory: 8343, top1_acc: 0.6748, top5_acc: 0.8553, loss_cls: 1.3419, loss: 1.3419, grad_norm: 5.1026 2020-08-16 05:51:29,850 - mmaction - INFO - Epoch [67][60/940] lr: 1.000e-03, eta: 6:22:19, time: 0.688, data_time: 0.003, memory: 8343, top1_acc: 0.6770, top5_acc: 0.8596, loss_cls: 1.3328, loss: 1.3328, grad_norm: 5.1869 2020-08-16 05:51:44,695 - mmaction - INFO - Epoch [67][80/940] lr: 1.000e-03, eta: 6:22:05, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.6785, top5_acc: 0.8666, loss_cls: 1.3088, loss: 1.3088, grad_norm: 5.1315 2020-08-16 05:51:58,801 - mmaction - INFO - Epoch [67][100/940] lr: 1.000e-03, eta: 6:21:50, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.6789, top5_acc: 0.8680, loss_cls: 1.3016, loss: 1.3016, grad_norm: 5.0975 2020-08-16 05:52:13,008 - mmaction - INFO - Epoch [67][120/940] lr: 1.000e-03, eta: 6:21:36, time: 0.708, data_time: 0.006, memory: 8343, top1_acc: 0.6801, top5_acc: 0.8582, loss_cls: 1.3226, loss: 1.3226, grad_norm: 5.1519 2020-08-16 05:52:27,334 - mmaction - INFO - Epoch [67][140/940] lr: 1.000e-03, eta: 6:21:21, time: 0.719, data_time: 0.006, memory: 8343, top1_acc: 0.6709, top5_acc: 0.8574, loss_cls: 1.3505, loss: 1.3505, grad_norm: 5.1317 2020-08-16 05:52:41,512 - mmaction - INFO - Epoch [67][160/940] lr: 1.000e-03, eta: 6:21:07, time: 0.708, data_time: 0.005, memory: 8343, top1_acc: 0.6852, top5_acc: 0.8674, loss_cls: 1.3087, loss: 1.3087, grad_norm: 5.0390 2020-08-16 05:52:56,790 - mmaction - INFO - Epoch [67][180/940] lr: 1.000e-03, eta: 6:20:53, time: 0.764, data_time: 0.002, memory: 8343, top1_acc: 0.6723, top5_acc: 0.8619, loss_cls: 1.3169, loss: 1.3169, grad_norm: 5.1446 2020-08-16 05:53:10,878 - mmaction - INFO - Epoch [67][200/940] lr: 1.000e-03, eta: 6:20:38, time: 0.705, data_time: 0.006, memory: 8343, top1_acc: 0.6723, top5_acc: 0.8580, loss_cls: 1.3539, loss: 1.3539, grad_norm: 5.1690 2020-08-16 05:53:24,918 - mmaction - INFO - Epoch [67][220/940] lr: 1.000e-03, eta: 6:20:24, time: 0.702, data_time: 0.003, memory: 8343, top1_acc: 0.6898, top5_acc: 0.8658, loss_cls: 1.2874, loss: 1.2874, grad_norm: 5.0645 2020-08-16 05:53:39,138 - mmaction - INFO - Epoch [67][240/940] lr: 1.000e-03, eta: 6:20:09, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.6750, top5_acc: 0.8520, loss_cls: 1.3526, loss: 1.3526, grad_norm: 5.1680 2020-08-16 05:53:53,674 - mmaction - INFO - Epoch [67][260/940] lr: 1.000e-03, eta: 6:19:55, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.6609, top5_acc: 0.8543, loss_cls: 1.3757, loss: 1.3757, grad_norm: 5.2353 2020-08-16 05:54:07,877 - mmaction - INFO - Epoch [67][280/940] lr: 1.000e-03, eta: 6:19:40, time: 0.707, data_time: 0.007, memory: 8343, top1_acc: 0.6732, top5_acc: 0.8615, loss_cls: 1.3346, loss: 1.3346, grad_norm: 5.0941 2020-08-16 05:54:22,862 - mmaction - INFO - Epoch [67][300/940] lr: 1.000e-03, eta: 6:19:26, time: 0.753, data_time: 0.007, memory: 8343, top1_acc: 0.6734, top5_acc: 0.8637, loss_cls: 1.3264, loss: 1.3264, grad_norm: 5.0690 2020-08-16 05:54:37,841 - mmaction - INFO - Epoch [67][320/940] lr: 1.000e-03, eta: 6:19:12, time: 0.747, data_time: 0.007, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8625, loss_cls: 1.3136, loss: 1.3136, grad_norm: 5.0652 2020-08-16 05:54:52,445 - mmaction - INFO - Epoch [67][340/940] lr: 1.000e-03, eta: 6:18:58, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.6713, top5_acc: 0.8492, loss_cls: 1.3344, loss: 1.3344, grad_norm: 5.0204 2020-08-16 05:55:05,983 - mmaction - INFO - Epoch [67][360/940] lr: 1.000e-03, eta: 6:18:43, time: 0.676, data_time: 0.007, memory: 8343, top1_acc: 0.6871, top5_acc: 0.8670, loss_cls: 1.2966, loss: 1.2966, grad_norm: 5.0933 2020-08-16 05:55:20,042 - mmaction - INFO - Epoch [67][380/940] lr: 1.000e-03, eta: 6:18:29, time: 0.706, data_time: 0.006, memory: 8343, top1_acc: 0.6730, top5_acc: 0.8609, loss_cls: 1.3141, loss: 1.3141, grad_norm: 5.2016 2020-08-16 05:55:34,516 - mmaction - INFO - Epoch [67][400/940] lr: 1.000e-03, eta: 6:18:14, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.6693, top5_acc: 0.8590, loss_cls: 1.3566, loss: 1.3566, grad_norm: 5.1772 2020-08-16 05:55:49,557 - mmaction - INFO - Epoch [67][420/940] lr: 1.000e-03, eta: 6:18:00, time: 0.755, data_time: 0.007, memory: 8343, top1_acc: 0.6846, top5_acc: 0.8633, loss_cls: 1.3028, loss: 1.3028, grad_norm: 5.0584 2020-08-16 05:56:03,380 - mmaction - INFO - Epoch [67][440/940] lr: 1.000e-03, eta: 6:17:46, time: 0.689, data_time: 0.007, memory: 8343, top1_acc: 0.6687, top5_acc: 0.8506, loss_cls: 1.3682, loss: 1.3682, grad_norm: 5.2185 2020-08-16 05:56:17,959 - mmaction - INFO - Epoch [67][460/940] lr: 1.000e-03, eta: 6:17:31, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.6809, top5_acc: 0.8611, loss_cls: 1.3050, loss: 1.3050, grad_norm: 5.1040 2020-08-16 05:56:32,294 - mmaction - INFO - Epoch [67][480/940] lr: 1.000e-03, eta: 6:17:17, time: 0.714, data_time: 0.007, memory: 8343, top1_acc: 0.6670, top5_acc: 0.8592, loss_cls: 1.3775, loss: 1.3775, grad_norm: 5.2118 2020-08-16 05:56:46,826 - mmaction - INFO - Epoch [67][500/940] lr: 1.000e-03, eta: 6:17:03, time: 0.730, data_time: 0.007, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8596, loss_cls: 1.3302, loss: 1.3302, grad_norm: 5.0797 2020-08-16 05:57:00,790 - mmaction - INFO - Epoch [67][520/940] lr: 1.000e-03, eta: 6:16:48, time: 0.696, data_time: 0.005, memory: 8343, top1_acc: 0.6840, top5_acc: 0.8582, loss_cls: 1.3117, loss: 1.3117, grad_norm: 5.1343 2020-08-16 05:57:14,957 - mmaction - INFO - Epoch [67][540/940] lr: 1.000e-03, eta: 6:16:34, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.6799, top5_acc: 0.8631, loss_cls: 1.3349, loss: 1.3349, grad_norm: 5.2045 2020-08-16 05:57:29,667 - mmaction - INFO - Epoch [67][560/940] lr: 1.000e-03, eta: 6:16:19, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.6660, top5_acc: 0.8584, loss_cls: 1.3490, loss: 1.3490, grad_norm: 5.1223 2020-08-16 05:57:44,059 - mmaction - INFO - Epoch [67][580/940] lr: 1.000e-03, eta: 6:16:05, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.6672, top5_acc: 0.8588, loss_cls: 1.3482, loss: 1.3482, grad_norm: 5.1637 2020-08-16 05:57:58,636 - mmaction - INFO - Epoch [67][600/940] lr: 1.000e-03, eta: 6:15:51, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.6549, top5_acc: 0.8523, loss_cls: 1.3830, loss: 1.3830, grad_norm: 5.2561 2020-08-16 05:58:13,048 - mmaction - INFO - Epoch [67][620/940] lr: 1.000e-03, eta: 6:15:36, time: 0.723, data_time: 0.007, memory: 8343, top1_acc: 0.6633, top5_acc: 0.8555, loss_cls: 1.3810, loss: 1.3810, grad_norm: 5.2482 2020-08-16 05:58:27,755 - mmaction - INFO - Epoch [67][640/940] lr: 1.000e-03, eta: 6:15:22, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.6734, top5_acc: 0.8570, loss_cls: 1.3497, loss: 1.3497, grad_norm: 5.0989 2020-08-16 05:58:42,231 - mmaction - INFO - Epoch [67][660/940] lr: 1.000e-03, eta: 6:15:08, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.6691, top5_acc: 0.8586, loss_cls: 1.3375, loss: 1.3375, grad_norm: 5.1256 2020-08-16 05:58:57,306 - mmaction - INFO - Epoch [67][680/940] lr: 1.000e-03, eta: 6:14:54, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.6609, top5_acc: 0.8492, loss_cls: 1.3832, loss: 1.3832, grad_norm: 5.1770 2020-08-16 05:59:10,651 - mmaction - INFO - Epoch [67][700/940] lr: 1.000e-03, eta: 6:14:39, time: 0.669, data_time: 0.005, memory: 8343, top1_acc: 0.6592, top5_acc: 0.8539, loss_cls: 1.3882, loss: 1.3882, grad_norm: 5.1728 2020-08-16 05:59:24,730 - mmaction - INFO - Epoch [67][720/940] lr: 1.000e-03, eta: 6:14:24, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.6801, top5_acc: 0.8629, loss_cls: 1.3298, loss: 1.3298, grad_norm: 5.1427 2020-08-16 05:59:40,628 - mmaction - INFO - Epoch [67][740/940] lr: 1.000e-03, eta: 6:14:11, time: 0.793, data_time: 0.006, memory: 8343, top1_acc: 0.6795, top5_acc: 0.8613, loss_cls: 1.3238, loss: 1.3238, grad_norm: 5.1040 2020-08-16 05:59:54,176 - mmaction - INFO - Epoch [67][760/940] lr: 1.000e-03, eta: 6:13:56, time: 0.679, data_time: 0.005, memory: 8343, top1_acc: 0.6805, top5_acc: 0.8553, loss_cls: 1.3503, loss: 1.3503, grad_norm: 5.1569 2020-08-16 06:00:10,042 - mmaction - INFO - Epoch [67][780/940] lr: 1.000e-03, eta: 6:13:42, time: 0.787, data_time: 0.005, memory: 8343, top1_acc: 0.6709, top5_acc: 0.8430, loss_cls: 1.3980, loss: 1.3980, grad_norm: 5.2409 2020-08-16 06:00:23,800 - mmaction - INFO - Epoch [67][800/940] lr: 1.000e-03, eta: 6:13:28, time: 0.694, data_time: 0.019, memory: 8343, top1_acc: 0.6746, top5_acc: 0.8582, loss_cls: 1.3411, loss: 1.3411, grad_norm: 5.1741 2020-08-16 06:00:37,788 - mmaction - INFO - Epoch [67][820/940] lr: 1.000e-03, eta: 6:13:13, time: 0.697, data_time: 0.006, memory: 8343, top1_acc: 0.6783, top5_acc: 0.8574, loss_cls: 1.3458, loss: 1.3458, grad_norm: 5.1530 2020-08-16 06:00:52,239 - mmaction - INFO - Epoch [67][840/940] lr: 1.000e-03, eta: 6:12:59, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.6768, top5_acc: 0.8576, loss_cls: 1.3400, loss: 1.3400, grad_norm: 5.1374 2020-08-16 06:01:06,628 - mmaction - INFO - Epoch [67][860/940] lr: 1.000e-03, eta: 6:12:44, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.6771, top5_acc: 0.8521, loss_cls: 1.3594, loss: 1.3594, grad_norm: 5.1069 2020-08-16 06:01:20,845 - mmaction - INFO - Epoch [67][880/940] lr: 1.000e-03, eta: 6:12:30, time: 0.711, data_time: 0.001, memory: 8343, top1_acc: 0.6850, top5_acc: 0.8639, loss_cls: 1.3071, loss: 1.3071, grad_norm: 5.1129 2020-08-16 06:01:34,924 - mmaction - INFO - Epoch [67][900/940] lr: 1.000e-03, eta: 6:12:15, time: 0.702, data_time: 0.005, memory: 8343, top1_acc: 0.6648, top5_acc: 0.8525, loss_cls: 1.3869, loss: 1.3869, grad_norm: 5.2303 2020-08-16 06:01:49,061 - mmaction - INFO - Epoch [67][920/940] lr: 1.000e-03, eta: 6:12:01, time: 0.708, data_time: 0.005, memory: 8343, top1_acc: 0.6723, top5_acc: 0.8539, loss_cls: 1.3723, loss: 1.3723, grad_norm: 5.1479 2020-08-16 06:02:03,520 - mmaction - INFO - Epoch [67][940/940] lr: 1.000e-03, eta: 6:11:46, time: 0.721, data_time: 0.007, memory: 8343, top1_acc: 0.6750, top5_acc: 0.8545, loss_cls: 1.3559, loss: 1.3559, grad_norm: 5.1487 2020-08-16 06:02:28,377 - mmaction - INFO - Epoch [68][20/940] lr: 1.000e-03, eta: 6:11:37, time: 1.220, data_time: 0.592, memory: 8343, top1_acc: 0.6686, top5_acc: 0.8557, loss_cls: 1.3318, loss: 1.3318, grad_norm: 5.1152 2020-08-16 06:02:41,075 - mmaction - INFO - Epoch [68][40/940] lr: 1.000e-03, eta: 6:11:22, time: 0.637, data_time: 0.006, memory: 8343, top1_acc: 0.6758, top5_acc: 0.8613, loss_cls: 1.3255, loss: 1.3255, grad_norm: 5.1464 2020-08-16 06:02:56,608 - mmaction - INFO - Epoch [68][60/940] lr: 1.000e-03, eta: 6:11:08, time: 0.774, data_time: 0.006, memory: 8343, top1_acc: 0.6758, top5_acc: 0.8580, loss_cls: 1.3487, loss: 1.3487, grad_norm: 5.2316 2020-08-16 06:03:09,905 - mmaction - INFO - Epoch [68][80/940] lr: 1.000e-03, eta: 6:10:53, time: 0.667, data_time: 0.006, memory: 8343, top1_acc: 0.6799, top5_acc: 0.8627, loss_cls: 1.3323, loss: 1.3323, grad_norm: 5.0816 2020-08-16 06:03:24,108 - mmaction - INFO - Epoch [68][100/940] lr: 1.000e-03, eta: 6:10:39, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.6760, top5_acc: 0.8639, loss_cls: 1.3316, loss: 1.3316, grad_norm: 5.1532 2020-08-16 06:03:38,835 - mmaction - INFO - Epoch [68][120/940] lr: 1.000e-03, eta: 6:10:24, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.6703, top5_acc: 0.8512, loss_cls: 1.3669, loss: 1.3669, grad_norm: 5.1724 2020-08-16 06:03:53,495 - mmaction - INFO - Epoch [68][140/940] lr: 1.000e-03, eta: 6:10:10, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.6783, top5_acc: 0.8639, loss_cls: 1.3256, loss: 1.3256, grad_norm: 5.1454 2020-08-16 06:04:08,335 - mmaction - INFO - Epoch [68][160/940] lr: 1.000e-03, eta: 6:09:56, time: 0.743, data_time: 0.005, memory: 8343, top1_acc: 0.6691, top5_acc: 0.8520, loss_cls: 1.3391, loss: 1.3391, grad_norm: 5.1974 2020-08-16 06:04:22,003 - mmaction - INFO - Epoch [68][180/940] lr: 1.000e-03, eta: 6:09:41, time: 0.682, data_time: 0.005, memory: 8343, top1_acc: 0.6814, top5_acc: 0.8602, loss_cls: 1.3051, loss: 1.3051, grad_norm: 5.1603 2020-08-16 06:04:36,020 - mmaction - INFO - Epoch [68][200/940] lr: 1.000e-03, eta: 6:09:27, time: 0.703, data_time: 0.005, memory: 8343, top1_acc: 0.6889, top5_acc: 0.8650, loss_cls: 1.3078, loss: 1.3078, grad_norm: 5.1355 2020-08-16 06:04:50,438 - mmaction - INFO - Epoch [68][220/940] lr: 1.000e-03, eta: 6:09:12, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.6758, top5_acc: 0.8576, loss_cls: 1.3435, loss: 1.3435, grad_norm: 5.0824 2020-08-16 06:05:04,367 - mmaction - INFO - Epoch [68][240/940] lr: 1.000e-03, eta: 6:08:58, time: 0.699, data_time: 0.006, memory: 8343, top1_acc: 0.6754, top5_acc: 0.8582, loss_cls: 1.3355, loss: 1.3355, grad_norm: 5.1273 2020-08-16 06:05:19,284 - mmaction - INFO - Epoch [68][260/940] lr: 1.000e-03, eta: 6:08:43, time: 0.746, data_time: 0.002, memory: 8343, top1_acc: 0.6752, top5_acc: 0.8588, loss_cls: 1.3478, loss: 1.3478, grad_norm: 5.2009 2020-08-16 06:05:33,374 - mmaction - INFO - Epoch [68][280/940] lr: 1.000e-03, eta: 6:08:29, time: 0.703, data_time: 0.005, memory: 8343, top1_acc: 0.6811, top5_acc: 0.8613, loss_cls: 1.3117, loss: 1.3117, grad_norm: 4.9948 2020-08-16 06:05:47,769 - mmaction - INFO - Epoch [68][300/940] lr: 1.000e-03, eta: 6:08:15, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.6713, top5_acc: 0.8516, loss_cls: 1.3532, loss: 1.3532, grad_norm: 5.1603 2020-08-16 06:06:01,609 - mmaction - INFO - Epoch [68][320/940] lr: 1.000e-03, eta: 6:08:00, time: 0.690, data_time: 0.005, memory: 8343, top1_acc: 0.6803, top5_acc: 0.8586, loss_cls: 1.3114, loss: 1.3114, grad_norm: 5.1296 2020-08-16 06:06:16,195 - mmaction - INFO - Epoch [68][340/940] lr: 1.000e-03, eta: 6:07:46, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.6668, top5_acc: 0.8518, loss_cls: 1.3575, loss: 1.3575, grad_norm: 5.2462 2020-08-16 06:06:30,176 - mmaction - INFO - Epoch [68][360/940] lr: 1.000e-03, eta: 6:07:31, time: 0.697, data_time: 0.006, memory: 8343, top1_acc: 0.6760, top5_acc: 0.8641, loss_cls: 1.3193, loss: 1.3193, grad_norm: 5.1222 2020-08-16 06:06:45,179 - mmaction - INFO - Epoch [68][380/940] lr: 1.000e-03, eta: 6:07:17, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8588, loss_cls: 1.3044, loss: 1.3044, grad_norm: 5.1354 2020-08-16 06:06:58,752 - mmaction - INFO - Epoch [68][400/940] lr: 1.000e-03, eta: 6:07:02, time: 0.677, data_time: 0.006, memory: 8343, top1_acc: 0.6777, top5_acc: 0.8650, loss_cls: 1.3241, loss: 1.3241, grad_norm: 5.0871 2020-08-16 06:07:13,086 - mmaction - INFO - Epoch [68][420/940] lr: 1.000e-03, eta: 6:06:48, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.6584, top5_acc: 0.8523, loss_cls: 1.4164, loss: 1.4164, grad_norm: 5.3150 2020-08-16 06:07:27,251 - mmaction - INFO - Epoch [68][440/940] lr: 1.000e-03, eta: 6:06:33, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.6758, top5_acc: 0.8559, loss_cls: 1.3322, loss: 1.3322, grad_norm: 5.1437 2020-08-16 06:07:41,970 - mmaction - INFO - Epoch [68][460/940] lr: 1.000e-03, eta: 6:06:19, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.6754, top5_acc: 0.8549, loss_cls: 1.3576, loss: 1.3576, grad_norm: 5.1272 2020-08-16 06:07:55,916 - mmaction - INFO - Epoch [68][480/940] lr: 1.000e-03, eta: 6:06:04, time: 0.698, data_time: 0.006, memory: 8343, top1_acc: 0.6740, top5_acc: 0.8570, loss_cls: 1.3450, loss: 1.3450, grad_norm: 5.2053 2020-08-16 06:08:10,555 - mmaction - INFO - Epoch [68][500/940] lr: 1.000e-03, eta: 6:05:50, time: 0.732, data_time: 0.002, memory: 8343, top1_acc: 0.6701, top5_acc: 0.8625, loss_cls: 1.3363, loss: 1.3363, grad_norm: 5.1643 2020-08-16 06:08:24,292 - mmaction - INFO - Epoch [68][520/940] lr: 1.000e-03, eta: 6:05:35, time: 0.683, data_time: 0.006, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8643, loss_cls: 1.3045, loss: 1.3045, grad_norm: 5.1161 2020-08-16 06:08:39,333 - mmaction - INFO - Epoch [68][540/940] lr: 1.000e-03, eta: 6:05:21, time: 0.756, data_time: 0.007, memory: 8343, top1_acc: 0.6797, top5_acc: 0.8592, loss_cls: 1.3213, loss: 1.3213, grad_norm: 5.1125 2020-08-16 06:08:53,916 - mmaction - INFO - Epoch [68][560/940] lr: 1.000e-03, eta: 6:05:07, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.6895, top5_acc: 0.8668, loss_cls: 1.3156, loss: 1.3156, grad_norm: 5.2031 2020-08-16 06:09:07,763 - mmaction - INFO - Epoch [68][580/940] lr: 1.000e-03, eta: 6:04:53, time: 0.694, data_time: 0.005, memory: 8343, top1_acc: 0.6717, top5_acc: 0.8623, loss_cls: 1.3400, loss: 1.3400, grad_norm: 5.2402 2020-08-16 06:09:21,782 - mmaction - INFO - Epoch [68][600/940] lr: 1.000e-03, eta: 6:04:38, time: 0.700, data_time: 0.005, memory: 8343, top1_acc: 0.6586, top5_acc: 0.8449, loss_cls: 1.3935, loss: 1.3935, grad_norm: 5.2979 2020-08-16 06:09:36,535 - mmaction - INFO - Epoch [68][620/940] lr: 1.000e-03, eta: 6:04:24, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.6707, top5_acc: 0.8555, loss_cls: 1.3561, loss: 1.3561, grad_norm: 5.2457 2020-08-16 06:09:51,937 - mmaction - INFO - Epoch [68][640/940] lr: 1.000e-03, eta: 6:04:10, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.6656, top5_acc: 0.8531, loss_cls: 1.4022, loss: 1.4022, grad_norm: 5.3357 2020-08-16 06:10:05,304 - mmaction - INFO - Epoch [68][660/940] lr: 1.000e-03, eta: 6:03:55, time: 0.670, data_time: 0.006, memory: 8343, top1_acc: 0.6711, top5_acc: 0.8627, loss_cls: 1.3449, loss: 1.3449, grad_norm: 5.2578 2020-08-16 06:10:19,725 - mmaction - INFO - Epoch [68][680/940] lr: 1.000e-03, eta: 6:03:41, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.6768, top5_acc: 0.8613, loss_cls: 1.3436, loss: 1.3436, grad_norm: 5.2106 2020-08-16 06:10:33,602 - mmaction - INFO - Epoch [68][700/940] lr: 1.000e-03, eta: 6:03:26, time: 0.695, data_time: 0.005, memory: 8343, top1_acc: 0.6736, top5_acc: 0.8549, loss_cls: 1.3607, loss: 1.3607, grad_norm: 5.2121 2020-08-16 06:10:48,495 - mmaction - INFO - Epoch [68][720/940] lr: 1.000e-03, eta: 6:03:12, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.6779, top5_acc: 0.8553, loss_cls: 1.3482, loss: 1.3482, grad_norm: 5.1939 2020-08-16 06:11:03,237 - mmaction - INFO - Epoch [68][740/940] lr: 1.000e-03, eta: 6:02:58, time: 0.739, data_time: 0.004, memory: 8343, top1_acc: 0.6705, top5_acc: 0.8615, loss_cls: 1.3421, loss: 1.3421, grad_norm: 5.2391 2020-08-16 06:11:17,180 - mmaction - INFO - Epoch [68][760/940] lr: 1.000e-03, eta: 6:02:43, time: 0.695, data_time: 0.007, memory: 8343, top1_acc: 0.6705, top5_acc: 0.8561, loss_cls: 1.3656, loss: 1.3656, grad_norm: 5.1917 2020-08-16 06:11:31,077 - mmaction - INFO - Epoch [68][780/940] lr: 1.000e-03, eta: 6:02:28, time: 0.698, data_time: 0.006, memory: 8343, top1_acc: 0.6746, top5_acc: 0.8633, loss_cls: 1.3413, loss: 1.3413, grad_norm: 5.2246 2020-08-16 06:11:45,756 - mmaction - INFO - Epoch [68][800/940] lr: 1.000e-03, eta: 6:02:14, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.6789, top5_acc: 0.8684, loss_cls: 1.3088, loss: 1.3088, grad_norm: 5.2113 2020-08-16 06:12:00,735 - mmaction - INFO - Epoch [68][820/940] lr: 1.000e-03, eta: 6:02:00, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.6709, top5_acc: 0.8537, loss_cls: 1.3659, loss: 1.3659, grad_norm: 5.2531 2020-08-16 06:12:15,330 - mmaction - INFO - Epoch [68][840/940] lr: 1.000e-03, eta: 6:01:46, time: 0.728, data_time: 0.007, memory: 8343, top1_acc: 0.6752, top5_acc: 0.8623, loss_cls: 1.3294, loss: 1.3294, grad_norm: 5.1825 2020-08-16 06:12:30,179 - mmaction - INFO - Epoch [68][860/940] lr: 1.000e-03, eta: 6:01:32, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.6775, top5_acc: 0.8539, loss_cls: 1.3431, loss: 1.3431, grad_norm: 5.1563 2020-08-16 06:12:44,178 - mmaction - INFO - Epoch [68][880/940] lr: 1.000e-03, eta: 6:01:17, time: 0.698, data_time: 0.007, memory: 8343, top1_acc: 0.6736, top5_acc: 0.8650, loss_cls: 1.3010, loss: 1.3010, grad_norm: 5.1467 2020-08-16 06:12:58,937 - mmaction - INFO - Epoch [68][900/940] lr: 1.000e-03, eta: 6:01:03, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.6787, top5_acc: 0.8592, loss_cls: 1.3259, loss: 1.3259, grad_norm: 5.1335 2020-08-16 06:13:13,153 - mmaction - INFO - Epoch [68][920/940] lr: 1.000e-03, eta: 6:00:48, time: 0.708, data_time: 0.007, memory: 8343, top1_acc: 0.6777, top5_acc: 0.8576, loss_cls: 1.3415, loss: 1.3415, grad_norm: 5.1443 2020-08-16 06:13:26,721 - mmaction - INFO - Epoch [68][940/940] lr: 1.000e-03, eta: 6:00:34, time: 0.682, data_time: 0.007, memory: 8343, top1_acc: 0.6732, top5_acc: 0.8600, loss_cls: 1.3372, loss: 1.3372, grad_norm: 5.2093 2020-08-16 06:13:47,871 - mmaction - INFO - Epoch [69][20/940] lr: 1.000e-03, eta: 6:00:22, time: 1.038, data_time: 0.395, memory: 8343, top1_acc: 0.6857, top5_acc: 0.8650, loss_cls: 1.2855, loss: 1.2855, grad_norm: 5.1077 2020-08-16 06:14:01,338 - mmaction - INFO - Epoch [69][40/940] lr: 1.000e-03, eta: 6:00:07, time: 0.670, data_time: 0.006, memory: 8343, top1_acc: 0.6777, top5_acc: 0.8635, loss_cls: 1.3170, loss: 1.3170, grad_norm: 5.0996 2020-08-16 06:14:15,379 - mmaction - INFO - Epoch [69][60/940] lr: 1.000e-03, eta: 5:59:53, time: 0.705, data_time: 0.007, memory: 8343, top1_acc: 0.6826, top5_acc: 0.8594, loss_cls: 1.3357, loss: 1.3357, grad_norm: 5.2006 2020-08-16 06:14:29,577 - mmaction - INFO - Epoch [69][80/940] lr: 1.000e-03, eta: 5:59:38, time: 0.708, data_time: 0.005, memory: 8343, top1_acc: 0.6814, top5_acc: 0.8623, loss_cls: 1.3189, loss: 1.3189, grad_norm: 5.1272 2020-08-16 06:14:44,564 - mmaction - INFO - Epoch [69][100/940] lr: 1.000e-03, eta: 5:59:24, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.6830, top5_acc: 0.8643, loss_cls: 1.3109, loss: 1.3109, grad_norm: 5.1291 2020-08-16 06:14:58,288 - mmaction - INFO - Epoch [69][120/940] lr: 1.000e-03, eta: 5:59:10, time: 0.685, data_time: 0.006, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8613, loss_cls: 1.3074, loss: 1.3074, grad_norm: 5.1410 2020-08-16 06:15:12,441 - mmaction - INFO - Epoch [69][140/940] lr: 1.000e-03, eta: 5:58:55, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.6779, top5_acc: 0.8580, loss_cls: 1.3482, loss: 1.3482, grad_norm: 5.1399 2020-08-16 06:15:26,608 - mmaction - INFO - Epoch [69][160/940] lr: 1.000e-03, eta: 5:58:41, time: 0.706, data_time: 0.006, memory: 8343, top1_acc: 0.6918, top5_acc: 0.8746, loss_cls: 1.2669, loss: 1.2669, grad_norm: 5.1699 2020-08-16 06:15:40,734 - mmaction - INFO - Epoch [69][180/940] lr: 1.000e-03, eta: 5:58:26, time: 0.708, data_time: 0.006, memory: 8343, top1_acc: 0.6676, top5_acc: 0.8557, loss_cls: 1.3767, loss: 1.3767, grad_norm: 5.2453 2020-08-16 06:15:55,455 - mmaction - INFO - Epoch [69][200/940] lr: 1.000e-03, eta: 5:58:12, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.6822, top5_acc: 0.8631, loss_cls: 1.3045, loss: 1.3045, grad_norm: 5.0858 2020-08-16 06:16:09,930 - mmaction - INFO - Epoch [69][220/940] lr: 1.000e-03, eta: 5:57:58, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8582, loss_cls: 1.3141, loss: 1.3141, grad_norm: 5.1714 2020-08-16 06:16:25,258 - mmaction - INFO - Epoch [69][240/940] lr: 1.000e-03, eta: 5:57:44, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.6748, top5_acc: 0.8604, loss_cls: 1.3523, loss: 1.3523, grad_norm: 5.1957 2020-08-16 06:16:39,302 - mmaction - INFO - Epoch [69][260/940] lr: 1.000e-03, eta: 5:57:29, time: 0.704, data_time: 0.006, memory: 8343, top1_acc: 0.6732, top5_acc: 0.8588, loss_cls: 1.3326, loss: 1.3326, grad_norm: 5.1208 2020-08-16 06:16:53,785 - mmaction - INFO - Epoch [69][280/940] lr: 1.000e-03, eta: 5:57:15, time: 0.721, data_time: 0.006, memory: 8343, top1_acc: 0.6713, top5_acc: 0.8607, loss_cls: 1.3516, loss: 1.3516, grad_norm: 5.2048 2020-08-16 06:17:07,559 - mmaction - INFO - Epoch [69][300/940] lr: 1.000e-03, eta: 5:57:00, time: 0.692, data_time: 0.007, memory: 8343, top1_acc: 0.6789, top5_acc: 0.8584, loss_cls: 1.3408, loss: 1.3408, grad_norm: 5.1588 2020-08-16 06:17:22,923 - mmaction - INFO - Epoch [69][320/940] lr: 1.000e-03, eta: 5:56:46, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.6801, top5_acc: 0.8635, loss_cls: 1.3202, loss: 1.3202, grad_norm: 5.1466 2020-08-16 06:17:36,866 - mmaction - INFO - Epoch [69][340/940] lr: 1.000e-03, eta: 5:56:31, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.6758, top5_acc: 0.8566, loss_cls: 1.3501, loss: 1.3501, grad_norm: 5.2049 2020-08-16 06:17:51,558 - mmaction - INFO - Epoch [69][360/940] lr: 1.000e-03, eta: 5:56:17, time: 0.733, data_time: 0.007, memory: 8343, top1_acc: 0.6687, top5_acc: 0.8568, loss_cls: 1.3522, loss: 1.3522, grad_norm: 5.1696 2020-08-16 06:18:05,437 - mmaction - INFO - Epoch [69][380/940] lr: 1.000e-03, eta: 5:56:03, time: 0.696, data_time: 0.006, memory: 8343, top1_acc: 0.6758, top5_acc: 0.8598, loss_cls: 1.3484, loss: 1.3484, grad_norm: 5.2657 2020-08-16 06:18:19,964 - mmaction - INFO - Epoch [69][400/940] lr: 1.000e-03, eta: 5:55:48, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.6791, top5_acc: 0.8547, loss_cls: 1.3249, loss: 1.3249, grad_norm: 5.1784 2020-08-16 06:18:34,070 - mmaction - INFO - Epoch [69][420/940] lr: 1.000e-03, eta: 5:55:34, time: 0.707, data_time: 0.005, memory: 8343, top1_acc: 0.6687, top5_acc: 0.8555, loss_cls: 1.3636, loss: 1.3636, grad_norm: 5.2914 2020-08-16 06:18:48,410 - mmaction - INFO - Epoch [69][440/940] lr: 1.000e-03, eta: 5:55:19, time: 0.715, data_time: 0.005, memory: 8343, top1_acc: 0.6770, top5_acc: 0.8621, loss_cls: 1.3186, loss: 1.3186, grad_norm: 5.2319 2020-08-16 06:19:03,160 - mmaction - INFO - Epoch [69][460/940] lr: 1.000e-03, eta: 5:55:05, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8664, loss_cls: 1.3001, loss: 1.3001, grad_norm: 5.1256 2020-08-16 06:19:17,184 - mmaction - INFO - Epoch [69][480/940] lr: 1.000e-03, eta: 5:54:51, time: 0.700, data_time: 0.006, memory: 8343, top1_acc: 0.6705, top5_acc: 0.8523, loss_cls: 1.3739, loss: 1.3739, grad_norm: 5.2312 2020-08-16 06:19:31,968 - mmaction - INFO - Epoch [69][500/940] lr: 1.000e-03, eta: 5:54:36, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.6824, top5_acc: 0.8648, loss_cls: 1.3071, loss: 1.3071, grad_norm: 5.1393 2020-08-16 06:19:46,220 - mmaction - INFO - Epoch [69][520/940] lr: 1.000e-03, eta: 5:54:22, time: 0.712, data_time: 0.007, memory: 8343, top1_acc: 0.6678, top5_acc: 0.8516, loss_cls: 1.3720, loss: 1.3720, grad_norm: 5.2794 2020-08-16 06:20:00,318 - mmaction - INFO - Epoch [69][540/940] lr: 1.000e-03, eta: 5:54:07, time: 0.706, data_time: 0.002, memory: 8343, top1_acc: 0.6621, top5_acc: 0.8502, loss_cls: 1.3935, loss: 1.3935, grad_norm: 5.3234 2020-08-16 06:20:15,133 - mmaction - INFO - Epoch [69][560/940] lr: 1.000e-03, eta: 5:53:53, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.6777, top5_acc: 0.8592, loss_cls: 1.3342, loss: 1.3342, grad_norm: 5.1946 2020-08-16 06:20:29,623 - mmaction - INFO - Epoch [69][580/940] lr: 1.000e-03, eta: 5:53:39, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.6842, top5_acc: 0.8633, loss_cls: 1.3105, loss: 1.3105, grad_norm: 5.1295 2020-08-16 06:20:43,590 - mmaction - INFO - Epoch [69][600/940] lr: 1.000e-03, eta: 5:53:24, time: 0.696, data_time: 0.005, memory: 8343, top1_acc: 0.6746, top5_acc: 0.8529, loss_cls: 1.3528, loss: 1.3528, grad_norm: 5.1726 2020-08-16 06:20:58,346 - mmaction - INFO - Epoch [69][620/940] lr: 1.000e-03, eta: 5:53:10, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.6713, top5_acc: 0.8594, loss_cls: 1.3598, loss: 1.3598, grad_norm: 5.2396 2020-08-16 06:21:13,148 - mmaction - INFO - Epoch [69][640/940] lr: 1.000e-03, eta: 5:52:56, time: 0.738, data_time: 0.007, memory: 8343, top1_acc: 0.6717, top5_acc: 0.8564, loss_cls: 1.3551, loss: 1.3551, grad_norm: 5.2359 2020-08-16 06:21:27,607 - mmaction - INFO - Epoch [69][660/940] lr: 1.000e-03, eta: 5:52:42, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.6682, top5_acc: 0.8580, loss_cls: 1.3424, loss: 1.3424, grad_norm: 5.2680 2020-08-16 06:21:42,206 - mmaction - INFO - Epoch [69][680/940] lr: 1.000e-03, eta: 5:52:27, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.6697, top5_acc: 0.8545, loss_cls: 1.3702, loss: 1.3702, grad_norm: 5.2579 2020-08-16 06:21:56,604 - mmaction - INFO - Epoch [69][700/940] lr: 1.000e-03, eta: 5:52:13, time: 0.722, data_time: 0.006, memory: 8343, top1_acc: 0.6695, top5_acc: 0.8613, loss_cls: 1.3431, loss: 1.3431, grad_norm: 5.2381 2020-08-16 06:22:10,487 - mmaction - INFO - Epoch [69][720/940] lr: 1.000e-03, eta: 5:51:58, time: 0.692, data_time: 0.006, memory: 8343, top1_acc: 0.6951, top5_acc: 0.8658, loss_cls: 1.2750, loss: 1.2750, grad_norm: 5.1388 2020-08-16 06:22:25,069 - mmaction - INFO - Epoch [69][740/940] lr: 1.000e-03, eta: 5:51:44, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.6600, top5_acc: 0.8539, loss_cls: 1.3931, loss: 1.3931, grad_norm: 5.3207 2020-08-16 06:22:39,372 - mmaction - INFO - Epoch [69][760/940] lr: 1.000e-03, eta: 5:51:30, time: 0.714, data_time: 0.007, memory: 8343, top1_acc: 0.6693, top5_acc: 0.8607, loss_cls: 1.3478, loss: 1.3478, grad_norm: 5.2238 2020-08-16 06:22:53,194 - mmaction - INFO - Epoch [69][780/940] lr: 1.000e-03, eta: 5:51:15, time: 0.693, data_time: 0.005, memory: 8343, top1_acc: 0.6791, top5_acc: 0.8594, loss_cls: 1.3339, loss: 1.3339, grad_norm: 5.2074 2020-08-16 06:23:08,486 - mmaction - INFO - Epoch [69][800/940] lr: 1.000e-03, eta: 5:51:01, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.6752, top5_acc: 0.8660, loss_cls: 1.3189, loss: 1.3189, grad_norm: 5.2523 2020-08-16 06:23:22,668 - mmaction - INFO - Epoch [69][820/940] lr: 1.000e-03, eta: 5:50:46, time: 0.713, data_time: 0.007, memory: 8343, top1_acc: 0.6756, top5_acc: 0.8541, loss_cls: 1.3388, loss: 1.3388, grad_norm: 5.1846 2020-08-16 06:23:36,553 - mmaction - INFO - Epoch [69][840/940] lr: 1.000e-03, eta: 5:50:32, time: 0.693, data_time: 0.006, memory: 8343, top1_acc: 0.6811, top5_acc: 0.8623, loss_cls: 1.3275, loss: 1.3275, grad_norm: 5.1856 2020-08-16 06:23:50,787 - mmaction - INFO - Epoch [69][860/940] lr: 1.000e-03, eta: 5:50:17, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.6764, top5_acc: 0.8549, loss_cls: 1.3648, loss: 1.3648, grad_norm: 5.3423 2020-08-16 06:24:04,870 - mmaction - INFO - Epoch [69][880/940] lr: 1.000e-03, eta: 5:50:03, time: 0.703, data_time: 0.006, memory: 8343, top1_acc: 0.6742, top5_acc: 0.8623, loss_cls: 1.3344, loss: 1.3344, grad_norm: 5.2164 2020-08-16 06:24:19,931 - mmaction - INFO - Epoch [69][900/940] lr: 1.000e-03, eta: 5:49:49, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8678, loss_cls: 1.3088, loss: 1.3088, grad_norm: 5.1797 2020-08-16 06:24:34,437 - mmaction - INFO - Epoch [69][920/940] lr: 1.000e-03, eta: 5:49:34, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.6887, top5_acc: 0.8607, loss_cls: 1.2949, loss: 1.2949, grad_norm: 5.1575 2020-08-16 06:24:47,612 - mmaction - INFO - Epoch [69][940/940] lr: 1.000e-03, eta: 5:49:20, time: 0.661, data_time: 0.006, memory: 8343, top1_acc: 0.6667, top5_acc: 0.8524, loss_cls: 1.3424, loss: 1.3424, grad_norm: 5.3104 2020-08-16 06:25:09,011 - mmaction - INFO - Epoch [70][20/940] lr: 1.000e-03, eta: 5:49:08, time: 1.050, data_time: 0.430, memory: 8343, top1_acc: 0.6750, top5_acc: 0.8545, loss_cls: 1.3524, loss: 1.3524, grad_norm: 5.2607 2020-08-16 06:25:22,114 - mmaction - INFO - Epoch [70][40/940] lr: 1.000e-03, eta: 5:48:53, time: 0.656, data_time: 0.002, memory: 8343, top1_acc: 0.6770, top5_acc: 0.8605, loss_cls: 1.3368, loss: 1.3368, grad_norm: 5.1800 2020-08-16 06:25:35,948 - mmaction - INFO - Epoch [70][60/940] lr: 1.000e-03, eta: 5:48:39, time: 0.692, data_time: 0.005, memory: 8343, top1_acc: 0.6861, top5_acc: 0.8641, loss_cls: 1.3046, loss: 1.3046, grad_norm: 5.1810 2020-08-16 06:25:50,449 - mmaction - INFO - Epoch [70][80/940] lr: 1.000e-03, eta: 5:48:24, time: 0.722, data_time: 0.006, memory: 8343, top1_acc: 0.6805, top5_acc: 0.8648, loss_cls: 1.3089, loss: 1.3089, grad_norm: 5.1382 2020-08-16 06:26:04,896 - mmaction - INFO - Epoch [70][100/940] lr: 1.000e-03, eta: 5:48:10, time: 0.725, data_time: 0.007, memory: 8343, top1_acc: 0.6697, top5_acc: 0.8527, loss_cls: 1.3535, loss: 1.3535, grad_norm: 5.1910 2020-08-16 06:26:19,147 - mmaction - INFO - Epoch [70][120/940] lr: 1.000e-03, eta: 5:47:55, time: 0.710, data_time: 0.006, memory: 8343, top1_acc: 0.6721, top5_acc: 0.8523, loss_cls: 1.3611, loss: 1.3611, grad_norm: 5.2971 2020-08-16 06:26:33,893 - mmaction - INFO - Epoch [70][140/940] lr: 1.000e-03, eta: 5:47:41, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.6740, top5_acc: 0.8490, loss_cls: 1.3877, loss: 1.3877, grad_norm: 5.2812 2020-08-16 06:26:47,582 - mmaction - INFO - Epoch [70][160/940] lr: 1.000e-03, eta: 5:47:26, time: 0.683, data_time: 0.006, memory: 8343, top1_acc: 0.6787, top5_acc: 0.8521, loss_cls: 1.3361, loss: 1.3361, grad_norm: 5.1768 2020-08-16 06:27:01,861 - mmaction - INFO - Epoch [70][180/940] lr: 1.000e-03, eta: 5:47:12, time: 0.716, data_time: 0.005, memory: 8343, top1_acc: 0.6801, top5_acc: 0.8656, loss_cls: 1.3066, loss: 1.3066, grad_norm: 5.1094 2020-08-16 06:27:18,059 - mmaction - INFO - Epoch [70][200/940] lr: 1.000e-03, eta: 5:46:58, time: 0.809, data_time: 0.006, memory: 8343, top1_acc: 0.6842, top5_acc: 0.8635, loss_cls: 1.3151, loss: 1.3151, grad_norm: 5.2141 2020-08-16 06:27:31,515 - mmaction - INFO - Epoch [70][220/940] lr: 1.000e-03, eta: 5:46:44, time: 0.674, data_time: 0.005, memory: 8343, top1_acc: 0.6855, top5_acc: 0.8645, loss_cls: 1.3026, loss: 1.3026, grad_norm: 5.0665 2020-08-16 06:27:45,813 - mmaction - INFO - Epoch [70][240/940] lr: 1.000e-03, eta: 5:46:29, time: 0.713, data_time: 0.006, memory: 8343, top1_acc: 0.6801, top5_acc: 0.8666, loss_cls: 1.2994, loss: 1.2994, grad_norm: 5.1335 2020-08-16 06:28:00,576 - mmaction - INFO - Epoch [70][260/940] lr: 1.000e-03, eta: 5:46:15, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.6908, top5_acc: 0.8686, loss_cls: 1.2979, loss: 1.2979, grad_norm: 5.1189 2020-08-16 06:28:14,428 - mmaction - INFO - Epoch [70][280/940] lr: 1.000e-03, eta: 5:46:00, time: 0.692, data_time: 0.008, memory: 8343, top1_acc: 0.6715, top5_acc: 0.8574, loss_cls: 1.3738, loss: 1.3738, grad_norm: 5.3768 2020-08-16 06:28:28,649 - mmaction - INFO - Epoch [70][300/940] lr: 1.000e-03, eta: 5:45:46, time: 0.714, data_time: 0.007, memory: 8343, top1_acc: 0.6668, top5_acc: 0.8545, loss_cls: 1.3678, loss: 1.3678, grad_norm: 5.2809 2020-08-16 06:28:42,883 - mmaction - INFO - Epoch [70][320/940] lr: 1.000e-03, eta: 5:45:31, time: 0.711, data_time: 0.006, memory: 8343, top1_acc: 0.6871, top5_acc: 0.8607, loss_cls: 1.2935, loss: 1.2935, grad_norm: 5.1541 2020-08-16 06:28:57,103 - mmaction - INFO - Epoch [70][340/940] lr: 1.000e-03, eta: 5:45:17, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.6631, top5_acc: 0.8562, loss_cls: 1.3555, loss: 1.3555, grad_norm: 5.3161 2020-08-16 06:29:12,828 - mmaction - INFO - Epoch [70][360/940] lr: 1.000e-03, eta: 5:45:03, time: 0.783, data_time: 0.006, memory: 8343, top1_acc: 0.6846, top5_acc: 0.8625, loss_cls: 1.3135, loss: 1.3135, grad_norm: 5.1921 2020-08-16 06:29:26,607 - mmaction - INFO - Epoch [70][380/940] lr: 1.000e-03, eta: 5:44:49, time: 0.692, data_time: 0.007, memory: 8343, top1_acc: 0.6787, top5_acc: 0.8611, loss_cls: 1.3230, loss: 1.3230, grad_norm: 5.2149 2020-08-16 06:29:41,637 - mmaction - INFO - Epoch [70][400/940] lr: 1.000e-03, eta: 5:44:34, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.6838, top5_acc: 0.8611, loss_cls: 1.2975, loss: 1.2975, grad_norm: 5.1378 2020-08-16 06:29:55,981 - mmaction - INFO - Epoch [70][420/940] lr: 1.000e-03, eta: 5:44:20, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.6715, top5_acc: 0.8592, loss_cls: 1.3409, loss: 1.3409, grad_norm: 5.1840 2020-08-16 06:30:09,874 - mmaction - INFO - Epoch [70][440/940] lr: 1.000e-03, eta: 5:44:05, time: 0.691, data_time: 0.006, memory: 8343, top1_acc: 0.6740, top5_acc: 0.8566, loss_cls: 1.3648, loss: 1.3648, grad_norm: 5.2856 2020-08-16 06:30:24,212 - mmaction - INFO - Epoch [70][460/940] lr: 1.000e-03, eta: 5:43:51, time: 0.720, data_time: 0.006, memory: 8343, top1_acc: 0.6768, top5_acc: 0.8584, loss_cls: 1.3178, loss: 1.3178, grad_norm: 5.1526 2020-08-16 06:30:39,418 - mmaction - INFO - Epoch [70][480/940] lr: 1.000e-03, eta: 5:43:37, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.6711, top5_acc: 0.8568, loss_cls: 1.3381, loss: 1.3381, grad_norm: 5.2943 2020-08-16 06:30:53,194 - mmaction - INFO - Epoch [70][500/940] lr: 1.000e-03, eta: 5:43:22, time: 0.690, data_time: 0.005, memory: 8343, top1_acc: 0.6773, top5_acc: 0.8604, loss_cls: 1.3303, loss: 1.3303, grad_norm: 5.1313 2020-08-16 06:31:07,547 - mmaction - INFO - Epoch [70][520/940] lr: 1.000e-03, eta: 5:43:08, time: 0.716, data_time: 0.006, memory: 8343, top1_acc: 0.6701, top5_acc: 0.8598, loss_cls: 1.3443, loss: 1.3443, grad_norm: 5.2043 2020-08-16 06:31:22,266 - mmaction - INFO - Epoch [70][540/940] lr: 1.000e-03, eta: 5:42:54, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.6771, top5_acc: 0.8574, loss_cls: 1.3333, loss: 1.3333, grad_norm: 5.2485 2020-08-16 06:31:36,433 - mmaction - INFO - Epoch [70][560/940] lr: 1.000e-03, eta: 5:42:39, time: 0.707, data_time: 0.005, memory: 8343, top1_acc: 0.6738, top5_acc: 0.8557, loss_cls: 1.3521, loss: 1.3521, grad_norm: 5.2237 2020-08-16 06:31:51,173 - mmaction - INFO - Epoch [70][580/940] lr: 1.000e-03, eta: 5:42:25, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.6758, top5_acc: 0.8658, loss_cls: 1.3154, loss: 1.3154, grad_norm: 5.2613 2020-08-16 06:32:05,131 - mmaction - INFO - Epoch [70][600/940] lr: 1.000e-03, eta: 5:42:10, time: 0.696, data_time: 0.007, memory: 8343, top1_acc: 0.6881, top5_acc: 0.8688, loss_cls: 1.2839, loss: 1.2839, grad_norm: 5.1245 2020-08-16 06:32:20,438 - mmaction - INFO - Epoch [70][620/940] lr: 1.000e-03, eta: 5:41:56, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.6744, top5_acc: 0.8566, loss_cls: 1.3256, loss: 1.3256, grad_norm: 5.1871 2020-08-16 06:32:34,920 - mmaction - INFO - Epoch [70][640/940] lr: 1.000e-03, eta: 5:41:42, time: 0.724, data_time: 0.002, memory: 8343, top1_acc: 0.6756, top5_acc: 0.8598, loss_cls: 1.3447, loss: 1.3447, grad_norm: 5.2836 2020-08-16 06:32:48,832 - mmaction - INFO - Epoch [70][660/940] lr: 1.000e-03, eta: 5:41:27, time: 0.693, data_time: 0.005, memory: 8343, top1_acc: 0.6822, top5_acc: 0.8645, loss_cls: 1.2970, loss: 1.2970, grad_norm: 5.1875 2020-08-16 06:33:02,929 - mmaction - INFO - Epoch [70][680/940] lr: 1.000e-03, eta: 5:41:13, time: 0.706, data_time: 0.006, memory: 8343, top1_acc: 0.6723, top5_acc: 0.8586, loss_cls: 1.3355, loss: 1.3355, grad_norm: 5.2184 2020-08-16 06:33:17,250 - mmaction - INFO - Epoch [70][700/940] lr: 1.000e-03, eta: 5:40:59, time: 0.715, data_time: 0.006, memory: 8343, top1_acc: 0.6689, top5_acc: 0.8607, loss_cls: 1.3631, loss: 1.3631, grad_norm: 5.2846 2020-08-16 06:33:31,330 - mmaction - INFO - Epoch [70][720/940] lr: 1.000e-03, eta: 5:40:44, time: 0.706, data_time: 0.005, memory: 8343, top1_acc: 0.6773, top5_acc: 0.8605, loss_cls: 1.3357, loss: 1.3357, grad_norm: 5.2729 2020-08-16 06:33:45,475 - mmaction - INFO - Epoch [70][740/940] lr: 1.000e-03, eta: 5:40:29, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.6748, top5_acc: 0.8619, loss_cls: 1.3404, loss: 1.3404, grad_norm: 5.2504 2020-08-16 06:33:59,839 - mmaction - INFO - Epoch [70][760/940] lr: 1.000e-03, eta: 5:40:15, time: 0.721, data_time: 0.006, memory: 8343, top1_acc: 0.6848, top5_acc: 0.8658, loss_cls: 1.2956, loss: 1.2956, grad_norm: 5.2464 2020-08-16 06:34:14,073 - mmaction - INFO - Epoch [70][780/940] lr: 1.000e-03, eta: 5:40:01, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.6768, top5_acc: 0.8688, loss_cls: 1.3223, loss: 1.3223, grad_norm: 5.2991 2020-08-16 06:34:28,444 - mmaction - INFO - Epoch [70][800/940] lr: 1.000e-03, eta: 5:39:46, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.6740, top5_acc: 0.8572, loss_cls: 1.3482, loss: 1.3482, grad_norm: 5.2184 2020-08-16 06:34:42,743 - mmaction - INFO - Epoch [70][820/940] lr: 1.000e-03, eta: 5:39:32, time: 0.714, data_time: 0.006, memory: 8343, top1_acc: 0.6762, top5_acc: 0.8568, loss_cls: 1.3341, loss: 1.3341, grad_norm: 5.2912 2020-08-16 06:34:57,197 - mmaction - INFO - Epoch [70][840/940] lr: 1.000e-03, eta: 5:39:17, time: 0.724, data_time: 0.006, memory: 8343, top1_acc: 0.6730, top5_acc: 0.8564, loss_cls: 1.3517, loss: 1.3517, grad_norm: 5.2524 2020-08-16 06:35:11,991 - mmaction - INFO - Epoch [70][860/940] lr: 1.000e-03, eta: 5:39:03, time: 0.737, data_time: 0.008, memory: 8343, top1_acc: 0.6838, top5_acc: 0.8613, loss_cls: 1.2885, loss: 1.2885, grad_norm: 5.2125 2020-08-16 06:35:27,007 - mmaction - INFO - Epoch [70][880/940] lr: 1.000e-03, eta: 5:38:49, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.6799, top5_acc: 0.8551, loss_cls: 1.3513, loss: 1.3513, grad_norm: 5.2200 2020-08-16 06:35:41,503 - mmaction - INFO - Epoch [70][900/940] lr: 1.000e-03, eta: 5:38:35, time: 0.723, data_time: 0.006, memory: 8343, top1_acc: 0.6822, top5_acc: 0.8598, loss_cls: 1.3206, loss: 1.3206, grad_norm: 5.2444 2020-08-16 06:35:55,726 - mmaction - INFO - Epoch [70][920/940] lr: 1.000e-03, eta: 5:38:20, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.6766, top5_acc: 0.8602, loss_cls: 1.3391, loss: 1.3391, grad_norm: 5.2760 2020-08-16 06:36:09,441 - mmaction - INFO - Epoch [70][940/940] lr: 1.000e-03, eta: 5:38:06, time: 0.684, data_time: 0.007, memory: 8343, top1_acc: 0.6886, top5_acc: 0.8665, loss_cls: 1.2995, loss: 1.2995, grad_norm: 5.3420 2020-08-16 06:36:09,901 - mmaction - INFO - Saving checkpoint at 70 epochs 2020-08-16 06:36:30,892 - mmaction - INFO - Epoch [71][20/940] lr: 1.000e-03, eta: 5:37:54, time: 0.985, data_time: 0.378, memory: 8343, top1_acc: 0.6809, top5_acc: 0.8627, loss_cls: 1.3330, loss: 1.3330, grad_norm: 5.2368 2020-08-16 06:36:44,100 - mmaction - INFO - Epoch [71][40/940] lr: 1.000e-03, eta: 5:37:39, time: 0.659, data_time: 0.008, memory: 8343, top1_acc: 0.6758, top5_acc: 0.8617, loss_cls: 1.3345, loss: 1.3345, grad_norm: 5.2292 2020-08-16 06:36:57,844 - mmaction - INFO - Epoch [71][60/940] lr: 1.000e-03, eta: 5:37:24, time: 0.690, data_time: 0.006, memory: 8343, top1_acc: 0.6834, top5_acc: 0.8688, loss_cls: 1.2961, loss: 1.2961, grad_norm: 5.2705 2020-08-16 06:37:13,598 - mmaction - INFO - Epoch [71][80/940] lr: 1.000e-03, eta: 5:37:10, time: 0.785, data_time: 0.004, memory: 8343, top1_acc: 0.6881, top5_acc: 0.8635, loss_cls: 1.2999, loss: 1.2999, grad_norm: 5.1240 2020-08-16 06:37:27,598 - mmaction - INFO - Epoch [71][100/940] lr: 1.000e-03, eta: 5:36:56, time: 0.703, data_time: 0.006, memory: 8343, top1_acc: 0.6756, top5_acc: 0.8605, loss_cls: 1.3173, loss: 1.3173, grad_norm: 5.2333 2020-08-16 06:37:42,034 - mmaction - INFO - Epoch [71][120/940] lr: 1.000e-03, eta: 5:36:41, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.6846, top5_acc: 0.8625, loss_cls: 1.3111, loss: 1.3111, grad_norm: 5.1626 2020-08-16 06:37:57,753 - mmaction - INFO - Epoch [71][140/940] lr: 1.000e-03, eta: 5:36:27, time: 0.790, data_time: 0.007, memory: 8343, top1_acc: 0.6838, top5_acc: 0.8598, loss_cls: 1.3246, loss: 1.3246, grad_norm: 5.1932 2020-08-16 06:38:11,102 - mmaction - INFO - Epoch [71][160/940] lr: 1.000e-03, eta: 5:36:13, time: 0.667, data_time: 0.002, memory: 8343, top1_acc: 0.6768, top5_acc: 0.8611, loss_cls: 1.3131, loss: 1.3131, grad_norm: 5.1895 2020-08-16 06:38:25,197 - mmaction - INFO - Epoch [71][180/940] lr: 1.000e-03, eta: 5:35:58, time: 0.701, data_time: 0.005, memory: 8343, top1_acc: 0.6773, top5_acc: 0.8598, loss_cls: 1.3372, loss: 1.3372, grad_norm: 5.2234 2020-08-16 06:38:39,461 - mmaction - INFO - Epoch [71][200/940] lr: 1.000e-03, eta: 5:35:44, time: 0.717, data_time: 0.008, memory: 8343, top1_acc: 0.6846, top5_acc: 0.8633, loss_cls: 1.3058, loss: 1.3058, grad_norm: 5.3000 2020-08-16 06:38:54,303 - mmaction - INFO - Epoch [71][220/940] lr: 1.000e-03, eta: 5:35:29, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.6787, top5_acc: 0.8605, loss_cls: 1.3090, loss: 1.3090, grad_norm: 5.2249 2020-08-16 06:39:08,354 - mmaction - INFO - Epoch [71][240/940] lr: 1.000e-03, eta: 5:35:15, time: 0.702, data_time: 0.004, memory: 8343, top1_acc: 0.6699, top5_acc: 0.8572, loss_cls: 1.3539, loss: 1.3539, grad_norm: 5.2598 2020-08-16 06:39:23,461 - mmaction - INFO - Epoch [71][260/940] lr: 1.000e-03, eta: 5:35:01, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.6803, top5_acc: 0.8664, loss_cls: 1.2920, loss: 1.2920, grad_norm: 5.1247 2020-08-16 06:39:37,826 - mmaction - INFO - Epoch [71][280/940] lr: 1.000e-03, eta: 5:34:46, time: 0.722, data_time: 0.007, memory: 8343, top1_acc: 0.6693, top5_acc: 0.8570, loss_cls: 1.3461, loss: 1.3461, grad_norm: 5.2695 2020-08-16 06:39:51,804 - mmaction - INFO - Epoch [71][300/940] lr: 1.000e-03, eta: 5:34:32, time: 0.696, data_time: 0.005, memory: 8343, top1_acc: 0.6771, top5_acc: 0.8594, loss_cls: 1.3304, loss: 1.3304, grad_norm: 5.1801 2020-08-16 06:40:06,811 - mmaction - INFO - Epoch [71][320/940] lr: 1.000e-03, eta: 5:34:18, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.6893, top5_acc: 0.8705, loss_cls: 1.2817, loss: 1.2817, grad_norm: 5.1251 2020-08-16 06:40:21,171 - mmaction - INFO - Epoch [71][340/940] lr: 1.000e-03, eta: 5:34:03, time: 0.719, data_time: 0.008, memory: 8343, top1_acc: 0.6656, top5_acc: 0.8566, loss_cls: 1.3733, loss: 1.3733, grad_norm: 5.2928 2020-08-16 06:40:36,019 - mmaction - INFO - Epoch [71][360/940] lr: 1.000e-03, eta: 5:33:49, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.6809, top5_acc: 0.8555, loss_cls: 1.3318, loss: 1.3318, grad_norm: 5.2562 2020-08-16 06:40:50,016 - mmaction - INFO - Epoch [71][380/940] lr: 1.000e-03, eta: 5:33:35, time: 0.702, data_time: 0.005, memory: 8343, top1_acc: 0.6785, top5_acc: 0.8609, loss_cls: 1.3174, loss: 1.3174, grad_norm: 5.2209 2020-08-16 06:41:04,410 - mmaction - INFO - Epoch [71][400/940] lr: 1.000e-03, eta: 5:33:20, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8537, loss_cls: 1.3329, loss: 1.3329, grad_norm: 5.2287 2020-08-16 06:41:19,622 - mmaction - INFO - Epoch [71][420/940] lr: 1.000e-03, eta: 5:33:06, time: 0.761, data_time: 0.004, memory: 8343, top1_acc: 0.6809, top5_acc: 0.8668, loss_cls: 1.2983, loss: 1.2983, grad_norm: 5.1901 2020-08-16 06:41:33,057 - mmaction - INFO - Epoch [71][440/940] lr: 1.000e-03, eta: 5:32:51, time: 0.668, data_time: 0.006, memory: 8343, top1_acc: 0.6693, top5_acc: 0.8566, loss_cls: 1.3527, loss: 1.3527, grad_norm: 5.2544 2020-08-16 06:41:47,323 - mmaction - INFO - Epoch [71][460/940] lr: 1.000e-03, eta: 5:32:37, time: 0.717, data_time: 0.007, memory: 8343, top1_acc: 0.6736, top5_acc: 0.8619, loss_cls: 1.3212, loss: 1.3212, grad_norm: 5.1917 2020-08-16 06:42:01,880 - mmaction - INFO - Epoch [71][480/940] lr: 1.000e-03, eta: 5:32:23, time: 0.724, data_time: 0.006, memory: 8343, top1_acc: 0.6600, top5_acc: 0.8502, loss_cls: 1.4060, loss: 1.4060, grad_norm: 5.3746 2020-08-16 06:42:16,504 - mmaction - INFO - Epoch [71][500/940] lr: 1.000e-03, eta: 5:32:08, time: 0.734, data_time: 0.008, memory: 8343, top1_acc: 0.6863, top5_acc: 0.8568, loss_cls: 1.3282, loss: 1.3282, grad_norm: 5.1794 2020-08-16 06:42:31,648 - mmaction - INFO - Epoch [71][520/940] lr: 1.000e-03, eta: 5:31:54, time: 0.757, data_time: 0.007, memory: 8343, top1_acc: 0.6820, top5_acc: 0.8670, loss_cls: 1.3003, loss: 1.3003, grad_norm: 5.1402 2020-08-16 06:42:46,150 - mmaction - INFO - Epoch [71][540/940] lr: 1.000e-03, eta: 5:31:40, time: 0.725, data_time: 0.004, memory: 8343, top1_acc: 0.6779, top5_acc: 0.8574, loss_cls: 1.3307, loss: 1.3307, grad_norm: 5.2274 2020-08-16 06:43:00,102 - mmaction - INFO - Epoch [71][560/940] lr: 1.000e-03, eta: 5:31:25, time: 0.696, data_time: 0.006, memory: 8343, top1_acc: 0.6785, top5_acc: 0.8592, loss_cls: 1.3231, loss: 1.3231, grad_norm: 5.2837 2020-08-16 06:43:14,435 - mmaction - INFO - Epoch [71][580/940] lr: 1.000e-03, eta: 5:31:11, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.6799, top5_acc: 0.8635, loss_cls: 1.3185, loss: 1.3185, grad_norm: 5.2322 2020-08-16 06:43:30,034 - mmaction - INFO - Epoch [71][600/940] lr: 1.000e-03, eta: 5:30:57, time: 0.777, data_time: 0.006, memory: 8343, top1_acc: 0.6725, top5_acc: 0.8568, loss_cls: 1.3366, loss: 1.3366, grad_norm: 5.2886 2020-08-16 06:43:43,370 - mmaction - INFO - Epoch [71][620/940] lr: 1.000e-03, eta: 5:30:42, time: 0.670, data_time: 0.007, memory: 8343, top1_acc: 0.6850, top5_acc: 0.8627, loss_cls: 1.3109, loss: 1.3109, grad_norm: 5.1855 2020-08-16 06:43:57,761 - mmaction - INFO - Epoch [71][640/940] lr: 1.000e-03, eta: 5:30:28, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.6805, top5_acc: 0.8615, loss_cls: 1.3095, loss: 1.3095, grad_norm: 5.2413 2020-08-16 06:44:11,823 - mmaction - INFO - Epoch [71][660/940] lr: 1.000e-03, eta: 5:30:13, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.6840, top5_acc: 0.8547, loss_cls: 1.3523, loss: 1.3523, grad_norm: 5.3028 2020-08-16 06:44:26,597 - mmaction - INFO - Epoch [71][680/940] lr: 1.000e-03, eta: 5:29:59, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.6840, top5_acc: 0.8631, loss_cls: 1.2970, loss: 1.2970, grad_norm: 5.2230 2020-08-16 06:44:40,869 - mmaction - INFO - Epoch [71][700/940] lr: 1.000e-03, eta: 5:29:45, time: 0.716, data_time: 0.006, memory: 8343, top1_acc: 0.6674, top5_acc: 0.8553, loss_cls: 1.3699, loss: 1.3699, grad_norm: 5.3491 2020-08-16 06:44:55,996 - mmaction - INFO - Epoch [71][720/940] lr: 1.000e-03, eta: 5:29:31, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.6734, top5_acc: 0.8646, loss_cls: 1.3406, loss: 1.3406, grad_norm: 5.2256 2020-08-16 06:45:09,922 - mmaction - INFO - Epoch [71][740/940] lr: 1.000e-03, eta: 5:29:16, time: 0.699, data_time: 0.006, memory: 8343, top1_acc: 0.6756, top5_acc: 0.8613, loss_cls: 1.3266, loss: 1.3266, grad_norm: 5.3323 2020-08-16 06:45:23,726 - mmaction - INFO - Epoch [71][760/940] lr: 1.000e-03, eta: 5:29:01, time: 0.689, data_time: 0.006, memory: 8343, top1_acc: 0.6783, top5_acc: 0.8625, loss_cls: 1.3260, loss: 1.3260, grad_norm: 5.2332 2020-08-16 06:45:39,882 - mmaction - INFO - Epoch [71][780/940] lr: 1.000e-03, eta: 5:28:48, time: 0.809, data_time: 0.005, memory: 8343, top1_acc: 0.6734, top5_acc: 0.8574, loss_cls: 1.3591, loss: 1.3591, grad_norm: 5.2585 2020-08-16 06:45:54,236 - mmaction - INFO - Epoch [71][800/940] lr: 1.000e-03, eta: 5:28:33, time: 0.715, data_time: 0.006, memory: 8343, top1_acc: 0.6697, top5_acc: 0.8607, loss_cls: 1.3514, loss: 1.3514, grad_norm: 5.4177 2020-08-16 06:46:07,922 - mmaction - INFO - Epoch [71][820/940] lr: 1.000e-03, eta: 5:28:19, time: 0.688, data_time: 0.007, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8611, loss_cls: 1.3044, loss: 1.3044, grad_norm: 5.1512 2020-08-16 06:46:22,087 - mmaction - INFO - Epoch [71][840/940] lr: 1.000e-03, eta: 5:28:04, time: 0.707, data_time: 0.005, memory: 8343, top1_acc: 0.6785, top5_acc: 0.8631, loss_cls: 1.3147, loss: 1.3147, grad_norm: 5.2274 2020-08-16 06:46:36,808 - mmaction - INFO - Epoch [71][860/940] lr: 1.000e-03, eta: 5:27:50, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.6770, top5_acc: 0.8582, loss_cls: 1.3109, loss: 1.3109, grad_norm: 5.2417 2020-08-16 06:46:50,749 - mmaction - INFO - Epoch [71][880/940] lr: 1.000e-03, eta: 5:27:35, time: 0.695, data_time: 0.005, memory: 8343, top1_acc: 0.6705, top5_acc: 0.8525, loss_cls: 1.3682, loss: 1.3682, grad_norm: 5.3219 2020-08-16 06:47:05,490 - mmaction - INFO - Epoch [71][900/940] lr: 1.000e-03, eta: 5:27:21, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.6814, top5_acc: 0.8621, loss_cls: 1.3289, loss: 1.3289, grad_norm: 5.3239 2020-08-16 06:47:19,940 - mmaction - INFO - Epoch [71][920/940] lr: 1.000e-03, eta: 5:27:07, time: 0.721, data_time: 0.006, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8613, loss_cls: 1.3360, loss: 1.3360, grad_norm: 5.2189 2020-08-16 06:47:33,316 - mmaction - INFO - Epoch [71][940/940] lr: 1.000e-03, eta: 5:26:52, time: 0.670, data_time: 0.005, memory: 8343, top1_acc: 0.6909, top5_acc: 0.8616, loss_cls: 1.2862, loss: 1.2862, grad_norm: 5.2213 2020-08-16 06:47:55,357 - mmaction - INFO - Epoch [72][20/940] lr: 1.000e-03, eta: 5:26:40, time: 1.082, data_time: 0.400, memory: 8343, top1_acc: 0.6816, top5_acc: 0.8639, loss_cls: 1.3181, loss: 1.3181, grad_norm: 5.2078 2020-08-16 06:48:08,310 - mmaction - INFO - Epoch [72][40/940] lr: 1.000e-03, eta: 5:26:25, time: 0.647, data_time: 0.003, memory: 8343, top1_acc: 0.6795, top5_acc: 0.8590, loss_cls: 1.3367, loss: 1.3367, grad_norm: 5.3328 2020-08-16 06:48:22,930 - mmaction - INFO - Epoch [72][60/940] lr: 1.000e-03, eta: 5:26:11, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.6795, top5_acc: 0.8609, loss_cls: 1.3156, loss: 1.3156, grad_norm: 5.1739 2020-08-16 06:48:36,915 - mmaction - INFO - Epoch [72][80/940] lr: 1.000e-03, eta: 5:25:57, time: 0.701, data_time: 0.006, memory: 8343, top1_acc: 0.6916, top5_acc: 0.8695, loss_cls: 1.2889, loss: 1.2889, grad_norm: 5.1611 2020-08-16 06:48:52,095 - mmaction - INFO - Epoch [72][100/940] lr: 1.000e-03, eta: 5:25:43, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8566, loss_cls: 1.3177, loss: 1.3177, grad_norm: 5.1993 2020-08-16 06:49:06,704 - mmaction - INFO - Epoch [72][120/940] lr: 1.000e-03, eta: 5:25:28, time: 0.734, data_time: 0.007, memory: 8343, top1_acc: 0.6750, top5_acc: 0.8584, loss_cls: 1.3256, loss: 1.3256, grad_norm: 5.2931 2020-08-16 06:49:21,916 - mmaction - INFO - Epoch [72][140/940] lr: 1.000e-03, eta: 5:25:14, time: 0.759, data_time: 0.007, memory: 8343, top1_acc: 0.6814, top5_acc: 0.8609, loss_cls: 1.3117, loss: 1.3117, grad_norm: 5.2462 2020-08-16 06:49:36,235 - mmaction - INFO - Epoch [72][160/940] lr: 1.000e-03, eta: 5:25:00, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.6852, top5_acc: 0.8635, loss_cls: 1.2969, loss: 1.2969, grad_norm: 5.2974 2020-08-16 06:49:50,268 - mmaction - INFO - Epoch [72][180/940] lr: 1.000e-03, eta: 5:24:45, time: 0.699, data_time: 0.006, memory: 8343, top1_acc: 0.6793, top5_acc: 0.8658, loss_cls: 1.3059, loss: 1.3059, grad_norm: 5.2907 2020-08-16 06:50:04,337 - mmaction - INFO - Epoch [72][200/940] lr: 1.000e-03, eta: 5:24:31, time: 0.706, data_time: 0.005, memory: 8343, top1_acc: 0.6793, top5_acc: 0.8559, loss_cls: 1.3231, loss: 1.3231, grad_norm: 5.2141 2020-08-16 06:50:19,210 - mmaction - INFO - Epoch [72][220/940] lr: 1.000e-03, eta: 5:24:17, time: 0.743, data_time: 0.002, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8580, loss_cls: 1.3136, loss: 1.3136, grad_norm: 5.2156 2020-08-16 06:50:33,777 - mmaction - INFO - Epoch [72][240/940] lr: 1.000e-03, eta: 5:24:02, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.6783, top5_acc: 0.8658, loss_cls: 1.3119, loss: 1.3119, grad_norm: 5.2403 2020-08-16 06:50:48,960 - mmaction - INFO - Epoch [72][260/940] lr: 1.000e-03, eta: 5:23:48, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.6824, top5_acc: 0.8627, loss_cls: 1.3228, loss: 1.3228, grad_norm: 5.3133 2020-08-16 06:51:02,615 - mmaction - INFO - Epoch [72][280/940] lr: 1.000e-03, eta: 5:23:33, time: 0.680, data_time: 0.005, memory: 8343, top1_acc: 0.6963, top5_acc: 0.8641, loss_cls: 1.2884, loss: 1.2884, grad_norm: 5.2103 2020-08-16 06:51:16,163 - mmaction - INFO - Epoch [72][300/940] lr: 1.000e-03, eta: 5:23:19, time: 0.680, data_time: 0.006, memory: 8343, top1_acc: 0.6795, top5_acc: 0.8582, loss_cls: 1.3411, loss: 1.3411, grad_norm: 5.3293 2020-08-16 06:51:31,161 - mmaction - INFO - Epoch [72][320/940] lr: 1.000e-03, eta: 5:23:05, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.6902, top5_acc: 0.8688, loss_cls: 1.2743, loss: 1.2743, grad_norm: 5.2456 2020-08-16 06:51:45,816 - mmaction - INFO - Epoch [72][340/940] lr: 1.000e-03, eta: 5:22:50, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.6730, top5_acc: 0.8551, loss_cls: 1.3278, loss: 1.3278, grad_norm: 5.2189 2020-08-16 06:51:59,736 - mmaction - INFO - Epoch [72][360/940] lr: 1.000e-03, eta: 5:22:36, time: 0.692, data_time: 0.007, memory: 8343, top1_acc: 0.6799, top5_acc: 0.8631, loss_cls: 1.3181, loss: 1.3181, grad_norm: 5.2980 2020-08-16 06:52:14,540 - mmaction - INFO - Epoch [72][380/940] lr: 1.000e-03, eta: 5:22:21, time: 0.744, data_time: 0.007, memory: 8343, top1_acc: 0.6746, top5_acc: 0.8590, loss_cls: 1.3492, loss: 1.3492, grad_norm: 5.3055 2020-08-16 06:52:30,073 - mmaction - INFO - Epoch [72][400/940] lr: 1.000e-03, eta: 5:22:08, time: 0.777, data_time: 0.002, memory: 8343, top1_acc: 0.6889, top5_acc: 0.8684, loss_cls: 1.2709, loss: 1.2709, grad_norm: 5.1083 2020-08-16 06:52:43,851 - mmaction - INFO - Epoch [72][420/940] lr: 1.000e-03, eta: 5:21:53, time: 0.686, data_time: 0.005, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8676, loss_cls: 1.3031, loss: 1.3031, grad_norm: 5.2662 2020-08-16 06:52:58,019 - mmaction - INFO - Epoch [72][440/940] lr: 1.000e-03, eta: 5:21:38, time: 0.711, data_time: 0.006, memory: 8343, top1_acc: 0.6842, top5_acc: 0.8621, loss_cls: 1.3050, loss: 1.3050, grad_norm: 5.2327 2020-08-16 06:53:12,139 - mmaction - INFO - Epoch [72][460/940] lr: 1.000e-03, eta: 5:21:24, time: 0.704, data_time: 0.006, memory: 8343, top1_acc: 0.6670, top5_acc: 0.8572, loss_cls: 1.3551, loss: 1.3551, grad_norm: 5.2984 2020-08-16 06:53:26,807 - mmaction - INFO - Epoch [72][480/940] lr: 1.000e-03, eta: 5:21:10, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.6766, top5_acc: 0.8562, loss_cls: 1.3209, loss: 1.3209, grad_norm: 5.2651 2020-08-16 06:53:40,865 - mmaction - INFO - Epoch [72][500/940] lr: 1.000e-03, eta: 5:20:55, time: 0.701, data_time: 0.005, memory: 8343, top1_acc: 0.6756, top5_acc: 0.8639, loss_cls: 1.3210, loss: 1.3210, grad_norm: 5.2682 2020-08-16 06:53:54,956 - mmaction - INFO - Epoch [72][520/940] lr: 1.000e-03, eta: 5:20:41, time: 0.706, data_time: 0.005, memory: 8343, top1_acc: 0.6867, top5_acc: 0.8590, loss_cls: 1.3182, loss: 1.3182, grad_norm: 5.2506 2020-08-16 06:54:08,919 - mmaction - INFO - Epoch [72][540/940] lr: 1.000e-03, eta: 5:20:26, time: 0.697, data_time: 0.005, memory: 8343, top1_acc: 0.6652, top5_acc: 0.8512, loss_cls: 1.3676, loss: 1.3676, grad_norm: 5.3726 2020-08-16 06:54:24,581 - mmaction - INFO - Epoch [72][560/940] lr: 1.000e-03, eta: 5:20:12, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.6801, top5_acc: 0.8615, loss_cls: 1.3207, loss: 1.3207, grad_norm: 5.2861 2020-08-16 06:54:39,381 - mmaction - INFO - Epoch [72][580/940] lr: 1.000e-03, eta: 5:19:58, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.6949, top5_acc: 0.8709, loss_cls: 1.2744, loss: 1.2744, grad_norm: 5.2083 2020-08-16 06:54:52,999 - mmaction - INFO - Epoch [72][600/940] lr: 1.000e-03, eta: 5:19:43, time: 0.685, data_time: 0.007, memory: 8343, top1_acc: 0.6830, top5_acc: 0.8621, loss_cls: 1.3137, loss: 1.3137, grad_norm: 5.3377 2020-08-16 06:55:07,771 - mmaction - INFO - Epoch [72][620/940] lr: 1.000e-03, eta: 5:19:29, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.6750, top5_acc: 0.8594, loss_cls: 1.3297, loss: 1.3297, grad_norm: 5.3100 2020-08-16 06:55:21,926 - mmaction - INFO - Epoch [72][640/940] lr: 1.000e-03, eta: 5:19:14, time: 0.711, data_time: 0.007, memory: 8343, top1_acc: 0.6662, top5_acc: 0.8559, loss_cls: 1.3547, loss: 1.3547, grad_norm: 5.2958 2020-08-16 06:55:36,156 - mmaction - INFO - Epoch [72][660/940] lr: 1.000e-03, eta: 5:19:00, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.6801, top5_acc: 0.8576, loss_cls: 1.3192, loss: 1.3192, grad_norm: 5.2810 2020-08-16 06:55:50,143 - mmaction - INFO - Epoch [72][680/940] lr: 1.000e-03, eta: 5:18:45, time: 0.702, data_time: 0.006, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8639, loss_cls: 1.2735, loss: 1.2735, grad_norm: 5.1239 2020-08-16 06:56:04,970 - mmaction - INFO - Epoch [72][700/940] lr: 1.000e-03, eta: 5:18:31, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.6814, top5_acc: 0.8533, loss_cls: 1.3443, loss: 1.3443, grad_norm: 5.3335 2020-08-16 06:56:19,654 - mmaction - INFO - Epoch [72][720/940] lr: 1.000e-03, eta: 5:18:17, time: 0.734, data_time: 0.001, memory: 8343, top1_acc: 0.6801, top5_acc: 0.8674, loss_cls: 1.3158, loss: 1.3158, grad_norm: 5.2316 2020-08-16 06:56:34,557 - mmaction - INFO - Epoch [72][740/940] lr: 1.000e-03, eta: 5:18:03, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.6699, top5_acc: 0.8510, loss_cls: 1.3649, loss: 1.3649, grad_norm: 5.2973 2020-08-16 06:56:49,573 - mmaction - INFO - Epoch [72][760/940] lr: 1.000e-03, eta: 5:17:49, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.6826, top5_acc: 0.8547, loss_cls: 1.3219, loss: 1.3219, grad_norm: 5.1685 2020-08-16 06:57:04,108 - mmaction - INFO - Epoch [72][780/940] lr: 1.000e-03, eta: 5:17:34, time: 0.726, data_time: 0.007, memory: 8343, top1_acc: 0.6789, top5_acc: 0.8699, loss_cls: 1.3018, loss: 1.3018, grad_norm: 5.2253 2020-08-16 06:57:18,328 - mmaction - INFO - Epoch [72][800/940] lr: 1.000e-03, eta: 5:17:20, time: 0.713, data_time: 0.006, memory: 8343, top1_acc: 0.6775, top5_acc: 0.8592, loss_cls: 1.3309, loss: 1.3309, grad_norm: 5.2350 2020-08-16 06:57:32,164 - mmaction - INFO - Epoch [72][820/940] lr: 1.000e-03, eta: 5:17:05, time: 0.688, data_time: 0.007, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8621, loss_cls: 1.3128, loss: 1.3128, grad_norm: 5.2772 2020-08-16 06:57:46,535 - mmaction - INFO - Epoch [72][840/940] lr: 1.000e-03, eta: 5:16:51, time: 0.723, data_time: 0.007, memory: 8343, top1_acc: 0.6795, top5_acc: 0.8631, loss_cls: 1.3404, loss: 1.3404, grad_norm: 5.3747 2020-08-16 06:58:00,883 - mmaction - INFO - Epoch [72][860/940] lr: 1.000e-03, eta: 5:16:36, time: 0.715, data_time: 0.006, memory: 8343, top1_acc: 0.6760, top5_acc: 0.8611, loss_cls: 1.3106, loss: 1.3106, grad_norm: 5.3197 2020-08-16 06:58:15,429 - mmaction - INFO - Epoch [72][880/940] lr: 1.000e-03, eta: 5:16:22, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.6809, top5_acc: 0.8578, loss_cls: 1.3147, loss: 1.3147, grad_norm: 5.3030 2020-08-16 06:58:29,579 - mmaction - INFO - Epoch [72][900/940] lr: 1.000e-03, eta: 5:16:08, time: 0.706, data_time: 0.005, memory: 8343, top1_acc: 0.6803, top5_acc: 0.8574, loss_cls: 1.3366, loss: 1.3366, grad_norm: 5.3076 2020-08-16 06:58:43,797 - mmaction - INFO - Epoch [72][920/940] lr: 1.000e-03, eta: 5:15:53, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.6703, top5_acc: 0.8537, loss_cls: 1.3603, loss: 1.3603, grad_norm: 5.3657 2020-08-16 06:58:57,207 - mmaction - INFO - Epoch [72][940/940] lr: 1.000e-03, eta: 5:15:38, time: 0.669, data_time: 0.006, memory: 8343, top1_acc: 0.6728, top5_acc: 0.8543, loss_cls: 1.3651, loss: 1.3651, grad_norm: 5.4306 2020-08-16 06:59:18,672 - mmaction - INFO - Epoch [73][20/940] lr: 1.000e-03, eta: 5:15:27, time: 1.048, data_time: 0.418, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8641, loss_cls: 1.2981, loss: 1.2981, grad_norm: 5.3002 2020-08-16 06:59:31,819 - mmaction - INFO - Epoch [73][40/940] lr: 1.000e-03, eta: 5:15:12, time: 0.658, data_time: 0.007, memory: 8343, top1_acc: 0.6873, top5_acc: 0.8611, loss_cls: 1.2873, loss: 1.2873, grad_norm: 5.2157 2020-08-16 06:59:46,356 - mmaction - INFO - Epoch [73][60/940] lr: 1.000e-03, eta: 5:14:57, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8646, loss_cls: 1.2848, loss: 1.2848, grad_norm: 5.1998 2020-08-16 07:00:00,728 - mmaction - INFO - Epoch [73][80/940] lr: 1.000e-03, eta: 5:14:43, time: 0.715, data_time: 0.005, memory: 8343, top1_acc: 0.6760, top5_acc: 0.8617, loss_cls: 1.3206, loss: 1.3206, grad_norm: 5.1958 2020-08-16 07:00:15,693 - mmaction - INFO - Epoch [73][100/940] lr: 1.000e-03, eta: 5:14:29, time: 0.742, data_time: 0.007, memory: 8343, top1_acc: 0.6727, top5_acc: 0.8549, loss_cls: 1.3581, loss: 1.3581, grad_norm: 5.3535 2020-08-16 07:00:29,582 - mmaction - INFO - Epoch [73][120/940] lr: 1.000e-03, eta: 5:14:14, time: 0.702, data_time: 0.017, memory: 8343, top1_acc: 0.6816, top5_acc: 0.8588, loss_cls: 1.3362, loss: 1.3362, grad_norm: 5.2492 2020-08-16 07:00:44,290 - mmaction - INFO - Epoch [73][140/940] lr: 1.000e-03, eta: 5:14:00, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.6816, top5_acc: 0.8664, loss_cls: 1.3059, loss: 1.3059, grad_norm: 5.3381 2020-08-16 07:00:58,439 - mmaction - INFO - Epoch [73][160/940] lr: 1.000e-03, eta: 5:13:45, time: 0.706, data_time: 0.007, memory: 8343, top1_acc: 0.6805, top5_acc: 0.8588, loss_cls: 1.3280, loss: 1.3280, grad_norm: 5.3707 2020-08-16 07:01:13,968 - mmaction - INFO - Epoch [73][180/940] lr: 1.000e-03, eta: 5:13:31, time: 0.779, data_time: 0.006, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8631, loss_cls: 1.3016, loss: 1.3016, grad_norm: 5.2866 2020-08-16 07:01:28,368 - mmaction - INFO - Epoch [73][200/940] lr: 1.000e-03, eta: 5:13:17, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8602, loss_cls: 1.3293, loss: 1.3293, grad_norm: 5.3174 2020-08-16 07:01:42,073 - mmaction - INFO - Epoch [73][220/940] lr: 1.000e-03, eta: 5:13:02, time: 0.687, data_time: 0.005, memory: 8343, top1_acc: 0.6809, top5_acc: 0.8637, loss_cls: 1.3167, loss: 1.3167, grad_norm: 5.2595 2020-08-16 07:01:57,570 - mmaction - INFO - Epoch [73][240/940] lr: 1.000e-03, eta: 5:12:48, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.6936, top5_acc: 0.8645, loss_cls: 1.2712, loss: 1.2712, grad_norm: 5.1529 2020-08-16 07:02:12,157 - mmaction - INFO - Epoch [73][260/940] lr: 1.000e-03, eta: 5:12:34, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.6949, top5_acc: 0.8652, loss_cls: 1.2759, loss: 1.2759, grad_norm: 5.1325 2020-08-16 07:02:26,258 - mmaction - INFO - Epoch [73][280/940] lr: 1.000e-03, eta: 5:12:20, time: 0.702, data_time: 0.007, memory: 8343, top1_acc: 0.6855, top5_acc: 0.8613, loss_cls: 1.3147, loss: 1.3147, grad_norm: 5.3142 2020-08-16 07:02:41,334 - mmaction - INFO - Epoch [73][300/940] lr: 1.000e-03, eta: 5:12:05, time: 0.757, data_time: 0.007, memory: 8343, top1_acc: 0.6840, top5_acc: 0.8566, loss_cls: 1.3181, loss: 1.3181, grad_norm: 5.2191 2020-08-16 07:02:55,272 - mmaction - INFO - Epoch [73][320/940] lr: 1.000e-03, eta: 5:11:51, time: 0.696, data_time: 0.006, memory: 8343, top1_acc: 0.6869, top5_acc: 0.8662, loss_cls: 1.2801, loss: 1.2801, grad_norm: 5.1369 2020-08-16 07:03:10,344 - mmaction - INFO - Epoch [73][340/940] lr: 1.000e-03, eta: 5:11:37, time: 0.754, data_time: 0.004, memory: 8343, top1_acc: 0.6887, top5_acc: 0.8643, loss_cls: 1.2749, loss: 1.2749, grad_norm: 5.2365 2020-08-16 07:03:24,285 - mmaction - INFO - Epoch [73][360/940] lr: 1.000e-03, eta: 5:11:22, time: 0.694, data_time: 0.005, memory: 8343, top1_acc: 0.6705, top5_acc: 0.8580, loss_cls: 1.3489, loss: 1.3489, grad_norm: 5.4350 2020-08-16 07:03:38,996 - mmaction - INFO - Epoch [73][380/940] lr: 1.000e-03, eta: 5:11:08, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.6727, top5_acc: 0.8584, loss_cls: 1.3241, loss: 1.3241, grad_norm: 5.3489 2020-08-16 07:03:53,756 - mmaction - INFO - Epoch [73][400/940] lr: 1.000e-03, eta: 5:10:54, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.6949, top5_acc: 0.8713, loss_cls: 1.2661, loss: 1.2661, grad_norm: 5.2355 2020-08-16 07:04:09,153 - mmaction - INFO - Epoch [73][420/940] lr: 1.000e-03, eta: 5:10:40, time: 0.772, data_time: 0.005, memory: 8343, top1_acc: 0.6752, top5_acc: 0.8594, loss_cls: 1.3272, loss: 1.3272, grad_norm: 5.3467 2020-08-16 07:04:23,395 - mmaction - INFO - Epoch [73][440/940] lr: 1.000e-03, eta: 5:10:25, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8572, loss_cls: 1.3138, loss: 1.3138, grad_norm: 5.2855 2020-08-16 07:04:37,706 - mmaction - INFO - Epoch [73][460/940] lr: 1.000e-03, eta: 5:10:11, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.6789, top5_acc: 0.8652, loss_cls: 1.3099, loss: 1.3099, grad_norm: 5.3063 2020-08-16 07:04:51,626 - mmaction - INFO - Epoch [73][480/940] lr: 1.000e-03, eta: 5:09:56, time: 0.694, data_time: 0.006, memory: 8343, top1_acc: 0.6785, top5_acc: 0.8602, loss_cls: 1.3228, loss: 1.3228, grad_norm: 5.4428 2020-08-16 07:05:05,756 - mmaction - INFO - Epoch [73][500/940] lr: 1.000e-03, eta: 5:09:42, time: 0.708, data_time: 0.005, memory: 8343, top1_acc: 0.6936, top5_acc: 0.8635, loss_cls: 1.2885, loss: 1.2885, grad_norm: 5.2155 2020-08-16 07:05:20,540 - mmaction - INFO - Epoch [73][520/940] lr: 1.000e-03, eta: 5:09:27, time: 0.739, data_time: 0.002, memory: 8343, top1_acc: 0.6801, top5_acc: 0.8602, loss_cls: 1.3006, loss: 1.3006, grad_norm: 5.2116 2020-08-16 07:05:34,613 - mmaction - INFO - Epoch [73][540/940] lr: 1.000e-03, eta: 5:09:13, time: 0.701, data_time: 0.005, memory: 8343, top1_acc: 0.6846, top5_acc: 0.8605, loss_cls: 1.3151, loss: 1.3151, grad_norm: 5.2639 2020-08-16 07:05:48,492 - mmaction - INFO - Epoch [73][560/940] lr: 1.000e-03, eta: 5:08:58, time: 0.696, data_time: 0.005, memory: 8343, top1_acc: 0.6822, top5_acc: 0.8729, loss_cls: 1.2820, loss: 1.2820, grad_norm: 5.3244 2020-08-16 07:06:03,221 - mmaction - INFO - Epoch [73][580/940] lr: 1.000e-03, eta: 5:08:44, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.6842, top5_acc: 0.8594, loss_cls: 1.3255, loss: 1.3255, grad_norm: 5.2937 2020-08-16 07:06:17,774 - mmaction - INFO - Epoch [73][600/940] lr: 1.000e-03, eta: 5:08:30, time: 0.731, data_time: 0.007, memory: 8343, top1_acc: 0.6725, top5_acc: 0.8594, loss_cls: 1.3293, loss: 1.3293, grad_norm: 5.3299 2020-08-16 07:06:32,716 - mmaction - INFO - Epoch [73][620/940] lr: 1.000e-03, eta: 5:08:16, time: 0.747, data_time: 0.006, memory: 8343, top1_acc: 0.6895, top5_acc: 0.8660, loss_cls: 1.2916, loss: 1.2916, grad_norm: 5.2891 2020-08-16 07:06:47,460 - mmaction - INFO - Epoch [73][640/940] lr: 1.000e-03, eta: 5:08:01, time: 0.738, data_time: 0.004, memory: 8343, top1_acc: 0.6701, top5_acc: 0.8580, loss_cls: 1.3583, loss: 1.3583, grad_norm: 5.3983 2020-08-16 07:07:02,241 - mmaction - INFO - Epoch [73][660/940] lr: 1.000e-03, eta: 5:07:47, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.6814, top5_acc: 0.8629, loss_cls: 1.3104, loss: 1.3104, grad_norm: 5.3696 2020-08-16 07:07:17,041 - mmaction - INFO - Epoch [73][680/940] lr: 1.000e-03, eta: 5:07:33, time: 0.744, data_time: 0.007, memory: 8343, top1_acc: 0.6779, top5_acc: 0.8613, loss_cls: 1.3259, loss: 1.3259, grad_norm: 5.3206 2020-08-16 07:07:30,635 - mmaction - INFO - Epoch [73][700/940] lr: 1.000e-03, eta: 5:07:18, time: 0.677, data_time: 0.005, memory: 8343, top1_acc: 0.6727, top5_acc: 0.8576, loss_cls: 1.3442, loss: 1.3442, grad_norm: 5.3695 2020-08-16 07:07:44,697 - mmaction - INFO - Epoch [73][720/940] lr: 1.000e-03, eta: 5:07:04, time: 0.705, data_time: 0.006, memory: 8343, top1_acc: 0.6883, top5_acc: 0.8645, loss_cls: 1.2842, loss: 1.2842, grad_norm: 5.1948 2020-08-16 07:08:00,458 - mmaction - INFO - Epoch [73][740/940] lr: 1.000e-03, eta: 5:06:50, time: 0.787, data_time: 0.007, memory: 8343, top1_acc: 0.6783, top5_acc: 0.8588, loss_cls: 1.3238, loss: 1.3238, grad_norm: 5.3271 2020-08-16 07:08:13,887 - mmaction - INFO - Epoch [73][760/940] lr: 1.000e-03, eta: 5:06:35, time: 0.672, data_time: 0.005, memory: 8343, top1_acc: 0.6826, top5_acc: 0.8627, loss_cls: 1.2963, loss: 1.2963, grad_norm: 5.3088 2020-08-16 07:08:29,360 - mmaction - INFO - Epoch [73][780/940] lr: 1.000e-03, eta: 5:06:21, time: 0.772, data_time: 0.006, memory: 8343, top1_acc: 0.6732, top5_acc: 0.8559, loss_cls: 1.3593, loss: 1.3593, grad_norm: 5.3381 2020-08-16 07:08:44,103 - mmaction - INFO - Epoch [73][800/940] lr: 1.000e-03, eta: 5:06:07, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.6713, top5_acc: 0.8566, loss_cls: 1.3431, loss: 1.3431, grad_norm: 5.3975 2020-08-16 07:08:57,925 - mmaction - INFO - Epoch [73][820/940] lr: 1.000e-03, eta: 5:05:52, time: 0.690, data_time: 0.005, memory: 8343, top1_acc: 0.6713, top5_acc: 0.8549, loss_cls: 1.3493, loss: 1.3493, grad_norm: 5.3291 2020-08-16 07:09:12,345 - mmaction - INFO - Epoch [73][840/940] lr: 1.000e-03, eta: 5:05:38, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.6746, top5_acc: 0.8594, loss_cls: 1.3286, loss: 1.3286, grad_norm: 5.3444 2020-08-16 07:09:27,457 - mmaction - INFO - Epoch [73][860/940] lr: 1.000e-03, eta: 5:05:24, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.6676, top5_acc: 0.8635, loss_cls: 1.3320, loss: 1.3320, grad_norm: 5.3182 2020-08-16 07:09:40,950 - mmaction - INFO - Epoch [73][880/940] lr: 1.000e-03, eta: 5:05:09, time: 0.677, data_time: 0.005, memory: 8343, top1_acc: 0.6824, top5_acc: 0.8629, loss_cls: 1.3196, loss: 1.3196, grad_norm: 5.3384 2020-08-16 07:09:56,807 - mmaction - INFO - Epoch [73][900/940] lr: 1.000e-03, eta: 5:04:55, time: 0.791, data_time: 0.005, memory: 8343, top1_acc: 0.6779, top5_acc: 0.8535, loss_cls: 1.3385, loss: 1.3385, grad_norm: 5.2022 2020-08-16 07:10:10,481 - mmaction - INFO - Epoch [73][920/940] lr: 1.000e-03, eta: 5:04:40, time: 0.685, data_time: 0.005, memory: 8343, top1_acc: 0.6729, top5_acc: 0.8592, loss_cls: 1.3494, loss: 1.3494, grad_norm: 5.4127 2020-08-16 07:10:23,968 - mmaction - INFO - Epoch [73][940/940] lr: 1.000e-03, eta: 5:04:26, time: 0.673, data_time: 0.006, memory: 8343, top1_acc: 0.6646, top5_acc: 0.8563, loss_cls: 1.3765, loss: 1.3765, grad_norm: 5.5327 2020-08-16 07:10:48,602 - mmaction - INFO - Epoch [74][20/940] lr: 1.000e-03, eta: 5:04:15, time: 1.200, data_time: 0.578, memory: 8343, top1_acc: 0.6791, top5_acc: 0.8639, loss_cls: 1.3066, loss: 1.3066, grad_norm: 5.2620 2020-08-16 07:11:01,353 - mmaction - INFO - Epoch [74][40/940] lr: 1.000e-03, eta: 5:04:00, time: 0.640, data_time: 0.006, memory: 8343, top1_acc: 0.6779, top5_acc: 0.8596, loss_cls: 1.3423, loss: 1.3423, grad_norm: 5.3445 2020-08-16 07:11:15,062 - mmaction - INFO - Epoch [74][60/940] lr: 1.000e-03, eta: 5:03:45, time: 0.685, data_time: 0.005, memory: 8343, top1_acc: 0.6770, top5_acc: 0.8668, loss_cls: 1.2927, loss: 1.2927, grad_norm: 5.3173 2020-08-16 07:11:29,282 - mmaction - INFO - Epoch [74][80/940] lr: 1.000e-03, eta: 5:03:31, time: 0.711, data_time: 0.004, memory: 8343, top1_acc: 0.7055, top5_acc: 0.8670, loss_cls: 1.2529, loss: 1.2529, grad_norm: 5.1249 2020-08-16 07:11:44,003 - mmaction - INFO - Epoch [74][100/940] lr: 1.000e-03, eta: 5:03:16, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.6867, top5_acc: 0.8691, loss_cls: 1.2866, loss: 1.2866, grad_norm: 5.2538 2020-08-16 07:11:57,933 - mmaction - INFO - Epoch [74][120/940] lr: 1.000e-03, eta: 5:03:02, time: 0.698, data_time: 0.006, memory: 8343, top1_acc: 0.6846, top5_acc: 0.8635, loss_cls: 1.3055, loss: 1.3055, grad_norm: 5.2346 2020-08-16 07:12:11,927 - mmaction - INFO - Epoch [74][140/940] lr: 1.000e-03, eta: 5:02:47, time: 0.698, data_time: 0.006, memory: 8343, top1_acc: 0.6850, top5_acc: 0.8646, loss_cls: 1.3089, loss: 1.3089, grad_norm: 5.3127 2020-08-16 07:12:26,823 - mmaction - INFO - Epoch [74][160/940] lr: 1.000e-03, eta: 5:02:33, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.6811, top5_acc: 0.8564, loss_cls: 1.3299, loss: 1.3299, grad_norm: 5.3547 2020-08-16 07:12:41,140 - mmaction - INFO - Epoch [74][180/940] lr: 1.000e-03, eta: 5:02:19, time: 0.714, data_time: 0.006, memory: 8343, top1_acc: 0.6836, top5_acc: 0.8607, loss_cls: 1.3192, loss: 1.3192, grad_norm: 5.3087 2020-08-16 07:12:55,038 - mmaction - INFO - Epoch [74][200/940] lr: 1.000e-03, eta: 5:02:04, time: 0.696, data_time: 0.005, memory: 8343, top1_acc: 0.6719, top5_acc: 0.8621, loss_cls: 1.3348, loss: 1.3348, grad_norm: 5.3282 2020-08-16 07:13:09,963 - mmaction - INFO - Epoch [74][220/940] lr: 1.000e-03, eta: 5:01:50, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.6869, top5_acc: 0.8707, loss_cls: 1.2751, loss: 1.2751, grad_norm: 5.3288 2020-08-16 07:13:23,936 - mmaction - INFO - Epoch [74][240/940] lr: 1.000e-03, eta: 5:01:35, time: 0.700, data_time: 0.005, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8619, loss_cls: 1.2867, loss: 1.2867, grad_norm: 5.3092 2020-08-16 07:13:39,102 - mmaction - INFO - Epoch [74][260/940] lr: 1.000e-03, eta: 5:01:21, time: 0.756, data_time: 0.006, memory: 8343, top1_acc: 0.6861, top5_acc: 0.8650, loss_cls: 1.2904, loss: 1.2904, grad_norm: 5.3002 2020-08-16 07:13:53,067 - mmaction - INFO - Epoch [74][280/940] lr: 1.000e-03, eta: 5:01:07, time: 0.701, data_time: 0.006, memory: 8343, top1_acc: 0.7045, top5_acc: 0.8746, loss_cls: 1.2431, loss: 1.2431, grad_norm: 5.1629 2020-08-16 07:14:07,724 - mmaction - INFO - Epoch [74][300/940] lr: 1.000e-03, eta: 5:00:52, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.6713, top5_acc: 0.8613, loss_cls: 1.3351, loss: 1.3351, grad_norm: 5.4320 2020-08-16 07:14:21,890 - mmaction - INFO - Epoch [74][320/940] lr: 1.000e-03, eta: 5:00:38, time: 0.712, data_time: 0.007, memory: 8343, top1_acc: 0.6871, top5_acc: 0.8607, loss_cls: 1.3206, loss: 1.3206, grad_norm: 5.3401 2020-08-16 07:14:36,267 - mmaction - INFO - Epoch [74][340/940] lr: 1.000e-03, eta: 5:00:23, time: 0.716, data_time: 0.005, memory: 8343, top1_acc: 0.6916, top5_acc: 0.8600, loss_cls: 1.3143, loss: 1.3143, grad_norm: 5.2414 2020-08-16 07:14:50,153 - mmaction - INFO - Epoch [74][360/940] lr: 1.000e-03, eta: 5:00:09, time: 0.697, data_time: 0.006, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8590, loss_cls: 1.3218, loss: 1.3218, grad_norm: 5.3127 2020-08-16 07:15:04,497 - mmaction - INFO - Epoch [74][380/940] lr: 1.000e-03, eta: 4:59:54, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.6936, top5_acc: 0.8654, loss_cls: 1.2771, loss: 1.2771, grad_norm: 5.2710 2020-08-16 07:15:18,766 - mmaction - INFO - Epoch [74][400/940] lr: 1.000e-03, eta: 4:59:40, time: 0.713, data_time: 0.001, memory: 8343, top1_acc: 0.6756, top5_acc: 0.8648, loss_cls: 1.3118, loss: 1.3118, grad_norm: 5.3637 2020-08-16 07:15:34,263 - mmaction - INFO - Epoch [74][420/940] lr: 1.000e-03, eta: 4:59:26, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8609, loss_cls: 1.2990, loss: 1.2990, grad_norm: 5.2626 2020-08-16 07:15:48,296 - mmaction - INFO - Epoch [74][440/940] lr: 1.000e-03, eta: 4:59:12, time: 0.703, data_time: 0.005, memory: 8343, top1_acc: 0.6799, top5_acc: 0.8592, loss_cls: 1.3351, loss: 1.3351, grad_norm: 5.4400 2020-08-16 07:16:02,977 - mmaction - INFO - Epoch [74][460/940] lr: 1.000e-03, eta: 4:58:57, time: 0.734, data_time: 0.007, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8561, loss_cls: 1.3387, loss: 1.3387, grad_norm: 5.4342 2020-08-16 07:16:18,598 - mmaction - INFO - Epoch [74][480/940] lr: 1.000e-03, eta: 4:58:43, time: 0.781, data_time: 0.003, memory: 8343, top1_acc: 0.6768, top5_acc: 0.8574, loss_cls: 1.3146, loss: 1.3146, grad_norm: 5.2903 2020-08-16 07:16:31,986 - mmaction - INFO - Epoch [74][500/940] lr: 1.000e-03, eta: 4:58:28, time: 0.668, data_time: 0.006, memory: 8343, top1_acc: 0.6850, top5_acc: 0.8594, loss_cls: 1.3208, loss: 1.3208, grad_norm: 5.3166 2020-08-16 07:16:46,125 - mmaction - INFO - Epoch [74][520/940] lr: 1.000e-03, eta: 4:58:14, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.6846, top5_acc: 0.8646, loss_cls: 1.2921, loss: 1.2921, grad_norm: 5.3094 2020-08-16 07:17:01,666 - mmaction - INFO - Epoch [74][540/940] lr: 1.000e-03, eta: 4:58:00, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.6666, top5_acc: 0.8619, loss_cls: 1.3212, loss: 1.3212, grad_norm: 5.4310 2020-08-16 07:17:15,773 - mmaction - INFO - Epoch [74][560/940] lr: 1.000e-03, eta: 4:57:46, time: 0.709, data_time: 0.007, memory: 8343, top1_acc: 0.6713, top5_acc: 0.8607, loss_cls: 1.3359, loss: 1.3359, grad_norm: 5.4285 2020-08-16 07:17:30,106 - mmaction - INFO - Epoch [74][580/940] lr: 1.000e-03, eta: 4:57:31, time: 0.715, data_time: 0.005, memory: 8343, top1_acc: 0.6799, top5_acc: 0.8582, loss_cls: 1.3350, loss: 1.3350, grad_norm: 5.2836 2020-08-16 07:17:44,597 - mmaction - INFO - Epoch [74][600/940] lr: 1.000e-03, eta: 4:57:17, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.6861, top5_acc: 0.8645, loss_cls: 1.2938, loss: 1.2938, grad_norm: 5.3427 2020-08-16 07:17:59,007 - mmaction - INFO - Epoch [74][620/940] lr: 1.000e-03, eta: 4:57:02, time: 0.719, data_time: 0.006, memory: 8343, top1_acc: 0.6719, top5_acc: 0.8551, loss_cls: 1.3621, loss: 1.3621, grad_norm: 5.4575 2020-08-16 07:18:13,631 - mmaction - INFO - Epoch [74][640/940] lr: 1.000e-03, eta: 4:56:48, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.6871, top5_acc: 0.8656, loss_cls: 1.2887, loss: 1.2887, grad_norm: 5.2619 2020-08-16 07:18:28,001 - mmaction - INFO - Epoch [74][660/940] lr: 1.000e-03, eta: 4:56:34, time: 0.717, data_time: 0.007, memory: 8343, top1_acc: 0.6721, top5_acc: 0.8609, loss_cls: 1.3423, loss: 1.3423, grad_norm: 5.3801 2020-08-16 07:18:42,030 - mmaction - INFO - Epoch [74][680/940] lr: 1.000e-03, eta: 4:56:19, time: 0.703, data_time: 0.006, memory: 8343, top1_acc: 0.6756, top5_acc: 0.8533, loss_cls: 1.3427, loss: 1.3427, grad_norm: 5.3766 2020-08-16 07:18:57,159 - mmaction - INFO - Epoch [74][700/940] lr: 1.000e-03, eta: 4:56:05, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.6760, top5_acc: 0.8574, loss_cls: 1.3277, loss: 1.3277, grad_norm: 5.3769 2020-08-16 07:19:10,906 - mmaction - INFO - Epoch [74][720/940] lr: 1.000e-03, eta: 4:55:50, time: 0.691, data_time: 0.007, memory: 8343, top1_acc: 0.6705, top5_acc: 0.8574, loss_cls: 1.3557, loss: 1.3557, grad_norm: 5.4155 2020-08-16 07:19:26,232 - mmaction - INFO - Epoch [74][740/940] lr: 1.000e-03, eta: 4:55:36, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.6801, top5_acc: 0.8590, loss_cls: 1.3272, loss: 1.3272, grad_norm: 5.4543 2020-08-16 07:19:40,572 - mmaction - INFO - Epoch [74][760/940] lr: 1.000e-03, eta: 4:55:22, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.6717, top5_acc: 0.8566, loss_cls: 1.3479, loss: 1.3479, grad_norm: 5.4218 2020-08-16 07:19:56,253 - mmaction - INFO - Epoch [74][780/940] lr: 1.000e-03, eta: 4:55:08, time: 0.782, data_time: 0.005, memory: 8343, top1_acc: 0.6752, top5_acc: 0.8598, loss_cls: 1.3174, loss: 1.3174, grad_norm: 5.2908 2020-08-16 07:20:10,464 - mmaction - INFO - Epoch [74][800/940] lr: 1.000e-03, eta: 4:54:53, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.6775, top5_acc: 0.8611, loss_cls: 1.3135, loss: 1.3135, grad_norm: 5.3001 2020-08-16 07:20:24,579 - mmaction - INFO - Epoch [74][820/940] lr: 1.000e-03, eta: 4:54:39, time: 0.706, data_time: 0.005, memory: 8343, top1_acc: 0.6873, top5_acc: 0.8631, loss_cls: 1.2927, loss: 1.2927, grad_norm: 5.3207 2020-08-16 07:20:39,406 - mmaction - INFO - Epoch [74][840/940] lr: 1.000e-03, eta: 4:54:25, time: 0.738, data_time: 0.007, memory: 8343, top1_acc: 0.6814, top5_acc: 0.8676, loss_cls: 1.2860, loss: 1.2860, grad_norm: 5.2930 2020-08-16 07:20:53,237 - mmaction - INFO - Epoch [74][860/940] lr: 1.000e-03, eta: 4:54:10, time: 0.695, data_time: 0.006, memory: 8343, top1_acc: 0.6764, top5_acc: 0.8588, loss_cls: 1.3247, loss: 1.3247, grad_norm: 5.3591 2020-08-16 07:21:08,013 - mmaction - INFO - Epoch [74][880/940] lr: 1.000e-03, eta: 4:53:56, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.6857, top5_acc: 0.8619, loss_cls: 1.2909, loss: 1.2909, grad_norm: 5.2895 2020-08-16 07:21:22,407 - mmaction - INFO - Epoch [74][900/940] lr: 1.000e-03, eta: 4:53:41, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.6766, top5_acc: 0.8609, loss_cls: 1.3575, loss: 1.3575, grad_norm: 5.4902 2020-08-16 07:21:36,662 - mmaction - INFO - Epoch [74][920/940] lr: 1.000e-03, eta: 4:53:27, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.6848, top5_acc: 0.8605, loss_cls: 1.3174, loss: 1.3174, grad_norm: 5.3214 2020-08-16 07:21:50,235 - mmaction - INFO - Epoch [74][940/940] lr: 1.000e-03, eta: 4:53:12, time: 0.681, data_time: 0.006, memory: 8343, top1_acc: 0.6734, top5_acc: 0.8622, loss_cls: 1.3377, loss: 1.3377, grad_norm: 5.4379 2020-08-16 07:22:12,799 - mmaction - INFO - Epoch [75][20/940] lr: 1.000e-03, eta: 4:53:01, time: 1.107, data_time: 0.425, memory: 8343, top1_acc: 0.6809, top5_acc: 0.8627, loss_cls: 1.3206, loss: 1.3206, grad_norm: 5.3508 2020-08-16 07:22:25,537 - mmaction - INFO - Epoch [75][40/940] lr: 1.000e-03, eta: 4:52:46, time: 0.636, data_time: 0.003, memory: 8343, top1_acc: 0.6738, top5_acc: 0.8617, loss_cls: 1.3197, loss: 1.3197, grad_norm: 5.3476 2020-08-16 07:22:39,964 - mmaction - INFO - Epoch [75][60/940] lr: 1.000e-03, eta: 4:52:31, time: 0.721, data_time: 0.007, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8668, loss_cls: 1.2767, loss: 1.2767, grad_norm: 5.2131 2020-08-16 07:22:53,713 - mmaction - INFO - Epoch [75][80/940] lr: 1.000e-03, eta: 4:52:17, time: 0.689, data_time: 0.005, memory: 8343, top1_acc: 0.6850, top5_acc: 0.8633, loss_cls: 1.2982, loss: 1.2982, grad_norm: 5.2175 2020-08-16 07:23:07,957 - mmaction - INFO - Epoch [75][100/940] lr: 1.000e-03, eta: 4:52:02, time: 0.710, data_time: 0.006, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8660, loss_cls: 1.2669, loss: 1.2669, grad_norm: 5.1540 2020-08-16 07:23:22,433 - mmaction - INFO - Epoch [75][120/940] lr: 1.000e-03, eta: 4:51:48, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.6852, top5_acc: 0.8633, loss_cls: 1.2880, loss: 1.2880, grad_norm: 5.2362 2020-08-16 07:23:36,644 - mmaction - INFO - Epoch [75][140/940] lr: 1.000e-03, eta: 4:51:33, time: 0.708, data_time: 0.005, memory: 8343, top1_acc: 0.6762, top5_acc: 0.8590, loss_cls: 1.3293, loss: 1.3293, grad_norm: 5.3871 2020-08-16 07:23:50,815 - mmaction - INFO - Epoch [75][160/940] lr: 1.000e-03, eta: 4:51:19, time: 0.711, data_time: 0.006, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8664, loss_cls: 1.2879, loss: 1.2879, grad_norm: 5.3269 2020-08-16 07:24:05,484 - mmaction - INFO - Epoch [75][180/940] lr: 1.000e-03, eta: 4:51:05, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.6820, top5_acc: 0.8648, loss_cls: 1.3128, loss: 1.3128, grad_norm: 5.3810 2020-08-16 07:24:19,567 - mmaction - INFO - Epoch [75][200/940] lr: 1.000e-03, eta: 4:50:50, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.6777, top5_acc: 0.8578, loss_cls: 1.3312, loss: 1.3312, grad_norm: 5.3019 2020-08-16 07:24:33,966 - mmaction - INFO - Epoch [75][220/940] lr: 1.000e-03, eta: 4:50:36, time: 0.719, data_time: 0.006, memory: 8343, top1_acc: 0.6842, top5_acc: 0.8670, loss_cls: 1.2871, loss: 1.2871, grad_norm: 5.2181 2020-08-16 07:24:49,064 - mmaction - INFO - Epoch [75][240/940] lr: 1.000e-03, eta: 4:50:22, time: 0.756, data_time: 0.005, memory: 8343, top1_acc: 0.6879, top5_acc: 0.8727, loss_cls: 1.2573, loss: 1.2573, grad_norm: 5.3030 2020-08-16 07:25:02,856 - mmaction - INFO - Epoch [75][260/940] lr: 1.000e-03, eta: 4:50:07, time: 0.691, data_time: 0.007, memory: 8343, top1_acc: 0.6832, top5_acc: 0.8645, loss_cls: 1.3181, loss: 1.3181, grad_norm: 5.3025 2020-08-16 07:25:17,078 - mmaction - INFO - Epoch [75][280/940] lr: 1.000e-03, eta: 4:49:52, time: 0.711, data_time: 0.002, memory: 8343, top1_acc: 0.6781, top5_acc: 0.8600, loss_cls: 1.3090, loss: 1.3090, grad_norm: 5.3148 2020-08-16 07:25:31,106 - mmaction - INFO - Epoch [75][300/940] lr: 1.000e-03, eta: 4:49:38, time: 0.702, data_time: 0.006, memory: 8343, top1_acc: 0.6857, top5_acc: 0.8627, loss_cls: 1.2870, loss: 1.2870, grad_norm: 5.3251 2020-08-16 07:25:47,218 - mmaction - INFO - Epoch [75][320/940] lr: 1.000e-03, eta: 4:49:24, time: 0.801, data_time: 0.006, memory: 8343, top1_acc: 0.6809, top5_acc: 0.8586, loss_cls: 1.3337, loss: 1.3337, grad_norm: 5.4215 2020-08-16 07:26:00,487 - mmaction - INFO - Epoch [75][340/940] lr: 1.000e-03, eta: 4:49:09, time: 0.667, data_time: 0.007, memory: 8343, top1_acc: 0.6701, top5_acc: 0.8570, loss_cls: 1.3312, loss: 1.3312, grad_norm: 5.4044 2020-08-16 07:26:15,296 - mmaction - INFO - Epoch [75][360/940] lr: 1.000e-03, eta: 4:48:55, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.6838, top5_acc: 0.8688, loss_cls: 1.2782, loss: 1.2782, grad_norm: 5.2979 2020-08-16 07:26:29,416 - mmaction - INFO - Epoch [75][380/940] lr: 1.000e-03, eta: 4:48:41, time: 0.707, data_time: 0.005, memory: 8343, top1_acc: 0.6803, top5_acc: 0.8539, loss_cls: 1.3162, loss: 1.3162, grad_norm: 5.3002 2020-08-16 07:26:43,535 - mmaction - INFO - Epoch [75][400/940] lr: 1.000e-03, eta: 4:48:26, time: 0.704, data_time: 0.007, memory: 8343, top1_acc: 0.6861, top5_acc: 0.8666, loss_cls: 1.2911, loss: 1.2911, grad_norm: 5.2762 2020-08-16 07:26:58,267 - mmaction - INFO - Epoch [75][420/940] lr: 1.000e-03, eta: 4:48:12, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8627, loss_cls: 1.3038, loss: 1.3038, grad_norm: 5.3887 2020-08-16 07:27:12,317 - mmaction - INFO - Epoch [75][440/940] lr: 1.000e-03, eta: 4:47:57, time: 0.701, data_time: 0.006, memory: 8343, top1_acc: 0.6836, top5_acc: 0.8676, loss_cls: 1.2853, loss: 1.2853, grad_norm: 5.2747 2020-08-16 07:27:26,934 - mmaction - INFO - Epoch [75][460/940] lr: 1.000e-03, eta: 4:47:43, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.6887, top5_acc: 0.8666, loss_cls: 1.2829, loss: 1.2829, grad_norm: 5.3351 2020-08-16 07:27:41,151 - mmaction - INFO - Epoch [75][480/940] lr: 1.000e-03, eta: 4:47:28, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.6805, top5_acc: 0.8617, loss_cls: 1.3158, loss: 1.3158, grad_norm: 5.4317 2020-08-16 07:27:55,693 - mmaction - INFO - Epoch [75][500/940] lr: 1.000e-03, eta: 4:47:14, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.6687, top5_acc: 0.8559, loss_cls: 1.3576, loss: 1.3576, grad_norm: 5.4286 2020-08-16 07:28:09,702 - mmaction - INFO - Epoch [75][520/940] lr: 1.000e-03, eta: 4:47:00, time: 0.701, data_time: 0.002, memory: 8343, top1_acc: 0.6721, top5_acc: 0.8562, loss_cls: 1.3450, loss: 1.3450, grad_norm: 5.3683 2020-08-16 07:28:23,561 - mmaction - INFO - Epoch [75][540/940] lr: 1.000e-03, eta: 4:46:45, time: 0.692, data_time: 0.006, memory: 8343, top1_acc: 0.6691, top5_acc: 0.8602, loss_cls: 1.3520, loss: 1.3520, grad_norm: 5.4713 2020-08-16 07:28:37,727 - mmaction - INFO - Epoch [75][560/940] lr: 1.000e-03, eta: 4:46:31, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.6848, top5_acc: 0.8615, loss_cls: 1.3190, loss: 1.3190, grad_norm: 5.3361 2020-08-16 07:28:52,771 - mmaction - INFO - Epoch [75][580/940] lr: 1.000e-03, eta: 4:46:16, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.6717, top5_acc: 0.8611, loss_cls: 1.3254, loss: 1.3254, grad_norm: 5.4105 2020-08-16 07:29:07,338 - mmaction - INFO - Epoch [75][600/940] lr: 1.000e-03, eta: 4:46:02, time: 0.732, data_time: 0.007, memory: 8343, top1_acc: 0.6703, top5_acc: 0.8590, loss_cls: 1.3443, loss: 1.3443, grad_norm: 5.4612 2020-08-16 07:29:21,400 - mmaction - INFO - Epoch [75][620/940] lr: 1.000e-03, eta: 4:45:48, time: 0.702, data_time: 0.006, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8584, loss_cls: 1.3364, loss: 1.3364, grad_norm: 5.3489 2020-08-16 07:29:35,370 - mmaction - INFO - Epoch [75][640/940] lr: 1.000e-03, eta: 4:45:33, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.6961, top5_acc: 0.8719, loss_cls: 1.2587, loss: 1.2587, grad_norm: 5.2593 2020-08-16 07:29:50,177 - mmaction - INFO - Epoch [75][660/940] lr: 1.000e-03, eta: 4:45:19, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.6834, top5_acc: 0.8629, loss_cls: 1.2900, loss: 1.2900, grad_norm: 5.2836 2020-08-16 07:30:04,668 - mmaction - INFO - Epoch [75][680/940] lr: 1.000e-03, eta: 4:45:04, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.6918, top5_acc: 0.8602, loss_cls: 1.3161, loss: 1.3161, grad_norm: 5.3219 2020-08-16 07:30:19,436 - mmaction - INFO - Epoch [75][700/940] lr: 1.000e-03, eta: 4:44:50, time: 0.737, data_time: 0.002, memory: 8343, top1_acc: 0.6736, top5_acc: 0.8570, loss_cls: 1.3412, loss: 1.3412, grad_norm: 5.3215 2020-08-16 07:30:33,498 - mmaction - INFO - Epoch [75][720/940] lr: 1.000e-03, eta: 4:44:36, time: 0.700, data_time: 0.006, memory: 8343, top1_acc: 0.6670, top5_acc: 0.8539, loss_cls: 1.3642, loss: 1.3642, grad_norm: 5.4150 2020-08-16 07:30:47,485 - mmaction - INFO - Epoch [75][740/940] lr: 1.000e-03, eta: 4:44:21, time: 0.703, data_time: 0.007, memory: 8343, top1_acc: 0.6869, top5_acc: 0.8652, loss_cls: 1.3101, loss: 1.3101, grad_norm: 5.3022 2020-08-16 07:31:02,033 - mmaction - INFO - Epoch [75][760/940] lr: 1.000e-03, eta: 4:44:07, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.6744, top5_acc: 0.8578, loss_cls: 1.3370, loss: 1.3370, grad_norm: 5.3561 2020-08-16 07:31:16,580 - mmaction - INFO - Epoch [75][780/940] lr: 1.000e-03, eta: 4:43:52, time: 0.728, data_time: 0.003, memory: 8343, top1_acc: 0.6736, top5_acc: 0.8498, loss_cls: 1.3662, loss: 1.3662, grad_norm: 5.3847 2020-08-16 07:31:31,371 - mmaction - INFO - Epoch [75][800/940] lr: 1.000e-03, eta: 4:43:38, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.6801, top5_acc: 0.8627, loss_cls: 1.2989, loss: 1.2989, grad_norm: 5.3720 2020-08-16 07:31:45,385 - mmaction - INFO - Epoch [75][820/940] lr: 1.000e-03, eta: 4:43:24, time: 0.704, data_time: 0.007, memory: 8343, top1_acc: 0.6826, top5_acc: 0.8617, loss_cls: 1.3192, loss: 1.3192, grad_norm: 5.3372 2020-08-16 07:31:59,577 - mmaction - INFO - Epoch [75][840/940] lr: 1.000e-03, eta: 4:43:09, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.6852, top5_acc: 0.8607, loss_cls: 1.3282, loss: 1.3282, grad_norm: 5.4013 2020-08-16 07:32:14,490 - mmaction - INFO - Epoch [75][860/940] lr: 1.000e-03, eta: 4:42:55, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.6791, top5_acc: 0.8637, loss_cls: 1.3246, loss: 1.3246, grad_norm: 5.3680 2020-08-16 07:32:28,473 - mmaction - INFO - Epoch [75][880/940] lr: 1.000e-03, eta: 4:42:40, time: 0.697, data_time: 0.007, memory: 8343, top1_acc: 0.6848, top5_acc: 0.8713, loss_cls: 1.2938, loss: 1.2938, grad_norm: 5.3437 2020-08-16 07:32:42,958 - mmaction - INFO - Epoch [75][900/940] lr: 1.000e-03, eta: 4:42:26, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.6916, top5_acc: 0.8734, loss_cls: 1.2627, loss: 1.2627, grad_norm: 5.2186 2020-08-16 07:32:56,922 - mmaction - INFO - Epoch [75][920/940] lr: 1.000e-03, eta: 4:42:11, time: 0.696, data_time: 0.005, memory: 8343, top1_acc: 0.6842, top5_acc: 0.8557, loss_cls: 1.3321, loss: 1.3321, grad_norm: 5.3496 2020-08-16 07:33:10,738 - mmaction - INFO - Epoch [75][940/940] lr: 1.000e-03, eta: 4:41:57, time: 0.693, data_time: 0.005, memory: 8343, top1_acc: 0.6868, top5_acc: 0.8610, loss_cls: 1.3261, loss: 1.3261, grad_norm: 5.4583 2020-08-16 07:33:11,120 - mmaction - INFO - Saving checkpoint at 75 epochs 2020-08-16 07:33:32,164 - mmaction - INFO - Epoch [76][20/940] lr: 1.000e-03, eta: 4:41:44, time: 0.974, data_time: 0.363, memory: 8343, top1_acc: 0.6893, top5_acc: 0.8609, loss_cls: 1.2940, loss: 1.2940, grad_norm: 5.2635 2020-08-16 07:33:45,142 - mmaction - INFO - Epoch [76][40/940] lr: 1.000e-03, eta: 4:41:29, time: 0.651, data_time: 0.006, memory: 8343, top1_acc: 0.6926, top5_acc: 0.8670, loss_cls: 1.2638, loss: 1.2638, grad_norm: 5.3334 2020-08-16 07:33:58,971 - mmaction - INFO - Epoch [76][60/940] lr: 1.000e-03, eta: 4:41:15, time: 0.691, data_time: 0.005, memory: 8343, top1_acc: 0.6936, top5_acc: 0.8721, loss_cls: 1.2729, loss: 1.2729, grad_norm: 5.4215 2020-08-16 07:34:13,064 - mmaction - INFO - Epoch [76][80/940] lr: 1.000e-03, eta: 4:41:00, time: 0.705, data_time: 0.003, memory: 8343, top1_acc: 0.6869, top5_acc: 0.8588, loss_cls: 1.3327, loss: 1.3327, grad_norm: 5.3530 2020-08-16 07:34:28,225 - mmaction - INFO - Epoch [76][100/940] lr: 1.000e-03, eta: 4:40:46, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.6707, top5_acc: 0.8588, loss_cls: 1.3332, loss: 1.3332, grad_norm: 5.4037 2020-08-16 07:34:41,972 - mmaction - INFO - Epoch [76][120/940] lr: 1.000e-03, eta: 4:40:31, time: 0.691, data_time: 0.007, memory: 8343, top1_acc: 0.6842, top5_acc: 0.8602, loss_cls: 1.3213, loss: 1.3213, grad_norm: 5.3985 2020-08-16 07:34:56,809 - mmaction - INFO - Epoch [76][140/940] lr: 1.000e-03, eta: 4:40:17, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.6781, top5_acc: 0.8484, loss_cls: 1.3686, loss: 1.3686, grad_norm: 5.4621 2020-08-16 07:35:10,965 - mmaction - INFO - Epoch [76][160/940] lr: 1.000e-03, eta: 4:40:03, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.6711, top5_acc: 0.8537, loss_cls: 1.3489, loss: 1.3489, grad_norm: 5.3977 2020-08-16 07:35:25,029 - mmaction - INFO - Epoch [76][180/940] lr: 1.000e-03, eta: 4:39:48, time: 0.702, data_time: 0.005, memory: 8343, top1_acc: 0.6846, top5_acc: 0.8654, loss_cls: 1.2874, loss: 1.2874, grad_norm: 5.3159 2020-08-16 07:35:40,046 - mmaction - INFO - Epoch [76][200/940] lr: 1.000e-03, eta: 4:39:34, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.6803, top5_acc: 0.8615, loss_cls: 1.3098, loss: 1.3098, grad_norm: 5.3358 2020-08-16 07:35:54,060 - mmaction - INFO - Epoch [76][220/940] lr: 1.000e-03, eta: 4:39:19, time: 0.699, data_time: 0.007, memory: 8343, top1_acc: 0.6826, top5_acc: 0.8625, loss_cls: 1.3186, loss: 1.3186, grad_norm: 5.3451 2020-08-16 07:36:09,126 - mmaction - INFO - Epoch [76][240/940] lr: 1.000e-03, eta: 4:39:05, time: 0.757, data_time: 0.007, memory: 8343, top1_acc: 0.6934, top5_acc: 0.8678, loss_cls: 1.2570, loss: 1.2570, grad_norm: 5.2079 2020-08-16 07:36:23,844 - mmaction - INFO - Epoch [76][260/940] lr: 1.000e-03, eta: 4:38:51, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.6746, top5_acc: 0.8660, loss_cls: 1.3256, loss: 1.3256, grad_norm: 5.4381 2020-08-16 07:36:37,415 - mmaction - INFO - Epoch [76][280/940] lr: 1.000e-03, eta: 4:38:36, time: 0.679, data_time: 0.003, memory: 8343, top1_acc: 0.6766, top5_acc: 0.8611, loss_cls: 1.3148, loss: 1.3148, grad_norm: 5.4101 2020-08-16 07:36:51,982 - mmaction - INFO - Epoch [76][300/940] lr: 1.000e-03, eta: 4:38:22, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8678, loss_cls: 1.2795, loss: 1.2795, grad_norm: 5.3291 2020-08-16 07:37:06,163 - mmaction - INFO - Epoch [76][320/940] lr: 1.000e-03, eta: 4:38:07, time: 0.711, data_time: 0.005, memory: 8343, top1_acc: 0.6775, top5_acc: 0.8625, loss_cls: 1.3194, loss: 1.3194, grad_norm: 5.3852 2020-08-16 07:37:20,463 - mmaction - INFO - Epoch [76][340/940] lr: 1.000e-03, eta: 4:37:53, time: 0.713, data_time: 0.006, memory: 8343, top1_acc: 0.6883, top5_acc: 0.8646, loss_cls: 1.2948, loss: 1.2948, grad_norm: 5.3435 2020-08-16 07:37:35,215 - mmaction - INFO - Epoch [76][360/940] lr: 1.000e-03, eta: 4:37:39, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8693, loss_cls: 1.2557, loss: 1.2557, grad_norm: 5.1910 2020-08-16 07:37:50,389 - mmaction - INFO - Epoch [76][380/940] lr: 1.000e-03, eta: 4:37:25, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.6926, top5_acc: 0.8738, loss_cls: 1.2619, loss: 1.2619, grad_norm: 5.3459 2020-08-16 07:38:04,583 - mmaction - INFO - Epoch [76][400/940] lr: 1.000e-03, eta: 4:37:10, time: 0.713, data_time: 0.007, memory: 8343, top1_acc: 0.6773, top5_acc: 0.8602, loss_cls: 1.3177, loss: 1.3177, grad_norm: 5.3390 2020-08-16 07:38:18,424 - mmaction - INFO - Epoch [76][420/940] lr: 1.000e-03, eta: 4:36:56, time: 0.690, data_time: 0.006, memory: 8343, top1_acc: 0.6785, top5_acc: 0.8611, loss_cls: 1.3329, loss: 1.3329, grad_norm: 5.4404 2020-08-16 07:38:32,495 - mmaction - INFO - Epoch [76][440/940] lr: 1.000e-03, eta: 4:36:41, time: 0.706, data_time: 0.006, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8600, loss_cls: 1.3112, loss: 1.3112, grad_norm: 5.3775 2020-08-16 07:38:47,407 - mmaction - INFO - Epoch [76][460/940] lr: 1.000e-03, eta: 4:36:27, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.6803, top5_acc: 0.8650, loss_cls: 1.2955, loss: 1.2955, grad_norm: 5.3020 2020-08-16 07:39:01,855 - mmaction - INFO - Epoch [76][480/940] lr: 1.000e-03, eta: 4:36:12, time: 0.723, data_time: 0.003, memory: 8343, top1_acc: 0.6791, top5_acc: 0.8672, loss_cls: 1.2959, loss: 1.2959, grad_norm: 5.4113 2020-08-16 07:39:16,851 - mmaction - INFO - Epoch [76][500/940] lr: 1.000e-03, eta: 4:35:58, time: 0.747, data_time: 0.006, memory: 8343, top1_acc: 0.6777, top5_acc: 0.8605, loss_cls: 1.3090, loss: 1.3090, grad_norm: 5.4122 2020-08-16 07:39:31,245 - mmaction - INFO - Epoch [76][520/940] lr: 1.000e-03, eta: 4:35:44, time: 0.723, data_time: 0.007, memory: 8343, top1_acc: 0.6846, top5_acc: 0.8680, loss_cls: 1.2788, loss: 1.2788, grad_norm: 5.3306 2020-08-16 07:39:45,790 - mmaction - INFO - Epoch [76][540/940] lr: 1.000e-03, eta: 4:35:29, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.6678, top5_acc: 0.8576, loss_cls: 1.3577, loss: 1.3577, grad_norm: 5.5039 2020-08-16 07:40:00,567 - mmaction - INFO - Epoch [76][560/940] lr: 1.000e-03, eta: 4:35:15, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.6766, top5_acc: 0.8539, loss_cls: 1.3370, loss: 1.3370, grad_norm: 5.3868 2020-08-16 07:40:14,837 - mmaction - INFO - Epoch [76][580/940] lr: 1.000e-03, eta: 4:35:01, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.6838, top5_acc: 0.8633, loss_cls: 1.3037, loss: 1.3037, grad_norm: 5.4460 2020-08-16 07:40:30,106 - mmaction - INFO - Epoch [76][600/940] lr: 1.000e-03, eta: 4:34:47, time: 0.767, data_time: 0.007, memory: 8343, top1_acc: 0.6686, top5_acc: 0.8588, loss_cls: 1.3390, loss: 1.3390, grad_norm: 5.4782 2020-08-16 07:40:43,756 - mmaction - INFO - Epoch [76][620/940] lr: 1.000e-03, eta: 4:34:32, time: 0.679, data_time: 0.005, memory: 8343, top1_acc: 0.6748, top5_acc: 0.8582, loss_cls: 1.3387, loss: 1.3387, grad_norm: 5.5185 2020-08-16 07:40:58,288 - mmaction - INFO - Epoch [76][640/940] lr: 1.000e-03, eta: 4:34:18, time: 0.730, data_time: 0.006, memory: 8343, top1_acc: 0.6900, top5_acc: 0.8641, loss_cls: 1.2902, loss: 1.2902, grad_norm: 5.3361 2020-08-16 07:41:12,809 - mmaction - INFO - Epoch [76][660/940] lr: 1.000e-03, eta: 4:34:03, time: 0.724, data_time: 0.006, memory: 8343, top1_acc: 0.6719, top5_acc: 0.8562, loss_cls: 1.3360, loss: 1.3360, grad_norm: 5.5749 2020-08-16 07:41:28,476 - mmaction - INFO - Epoch [76][680/940] lr: 1.000e-03, eta: 4:33:49, time: 0.786, data_time: 0.006, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8703, loss_cls: 1.2797, loss: 1.2797, grad_norm: 5.3530 2020-08-16 07:41:41,844 - mmaction - INFO - Epoch [76][700/940] lr: 1.000e-03, eta: 4:33:35, time: 0.666, data_time: 0.006, memory: 8343, top1_acc: 0.6805, top5_acc: 0.8654, loss_cls: 1.3219, loss: 1.3219, grad_norm: 5.3945 2020-08-16 07:41:55,966 - mmaction - INFO - Epoch [76][720/940] lr: 1.000e-03, eta: 4:33:20, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.6914, top5_acc: 0.8672, loss_cls: 1.2681, loss: 1.2681, grad_norm: 5.2370 2020-08-16 07:42:10,709 - mmaction - INFO - Epoch [76][740/940] lr: 1.000e-03, eta: 4:33:06, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.6830, top5_acc: 0.8688, loss_cls: 1.2890, loss: 1.2890, grad_norm: 5.3499 2020-08-16 07:42:25,338 - mmaction - INFO - Epoch [76][760/940] lr: 1.000e-03, eta: 4:32:51, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.6914, top5_acc: 0.8598, loss_cls: 1.2944, loss: 1.2944, grad_norm: 5.3226 2020-08-16 07:42:39,555 - mmaction - INFO - Epoch [76][780/940] lr: 1.000e-03, eta: 4:32:37, time: 0.711, data_time: 0.002, memory: 8343, top1_acc: 0.6781, top5_acc: 0.8568, loss_cls: 1.3316, loss: 1.3316, grad_norm: 5.3587 2020-08-16 07:42:53,571 - mmaction - INFO - Epoch [76][800/940] lr: 1.000e-03, eta: 4:32:22, time: 0.700, data_time: 0.006, memory: 8343, top1_acc: 0.6629, top5_acc: 0.8473, loss_cls: 1.4050, loss: 1.4050, grad_norm: 5.5915 2020-08-16 07:43:09,286 - mmaction - INFO - Epoch [76][820/940] lr: 1.000e-03, eta: 4:32:09, time: 0.787, data_time: 0.004, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8645, loss_cls: 1.3006, loss: 1.3006, grad_norm: 5.3989 2020-08-16 07:43:22,642 - mmaction - INFO - Epoch [76][840/940] lr: 1.000e-03, eta: 4:31:54, time: 0.665, data_time: 0.006, memory: 8343, top1_acc: 0.6783, top5_acc: 0.8588, loss_cls: 1.3412, loss: 1.3412, grad_norm: 5.4234 2020-08-16 07:43:36,929 - mmaction - INFO - Epoch [76][860/940] lr: 1.000e-03, eta: 4:31:39, time: 0.717, data_time: 0.006, memory: 8343, top1_acc: 0.6883, top5_acc: 0.8668, loss_cls: 1.2908, loss: 1.2908, grad_norm: 5.3093 2020-08-16 07:43:51,174 - mmaction - INFO - Epoch [76][880/940] lr: 1.000e-03, eta: 4:31:25, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.6775, top5_acc: 0.8584, loss_cls: 1.3193, loss: 1.3193, grad_norm: 5.4583 2020-08-16 07:44:05,341 - mmaction - INFO - Epoch [76][900/940] lr: 1.000e-03, eta: 4:31:10, time: 0.711, data_time: 0.006, memory: 8343, top1_acc: 0.6838, top5_acc: 0.8611, loss_cls: 1.3286, loss: 1.3286, grad_norm: 5.4583 2020-08-16 07:44:19,494 - mmaction - INFO - Epoch [76][920/940] lr: 1.000e-03, eta: 4:30:56, time: 0.706, data_time: 0.006, memory: 8343, top1_acc: 0.6887, top5_acc: 0.8619, loss_cls: 1.2958, loss: 1.2958, grad_norm: 5.3177 2020-08-16 07:44:33,605 - mmaction - INFO - Epoch [76][940/940] lr: 1.000e-03, eta: 4:30:41, time: 0.707, data_time: 0.005, memory: 8343, top1_acc: 0.6843, top5_acc: 0.8652, loss_cls: 1.2995, loss: 1.2995, grad_norm: 5.4228 2020-08-16 07:44:54,888 - mmaction - INFO - Epoch [77][20/940] lr: 1.000e-03, eta: 4:30:29, time: 1.041, data_time: 0.426, memory: 8343, top1_acc: 0.6848, top5_acc: 0.8666, loss_cls: 1.2957, loss: 1.2957, grad_norm: 5.3629 2020-08-16 07:45:08,629 - mmaction - INFO - Epoch [77][40/940] lr: 1.000e-03, eta: 4:30:14, time: 0.689, data_time: 0.006, memory: 8343, top1_acc: 0.6814, top5_acc: 0.8654, loss_cls: 1.3116, loss: 1.3116, grad_norm: 5.3732 2020-08-16 07:45:23,843 - mmaction - INFO - Epoch [77][60/940] lr: 1.000e-03, eta: 4:30:00, time: 0.759, data_time: 0.005, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8641, loss_cls: 1.2955, loss: 1.2955, grad_norm: 5.3512 2020-08-16 07:45:38,006 - mmaction - INFO - Epoch [77][80/940] lr: 1.000e-03, eta: 4:29:46, time: 0.710, data_time: 0.006, memory: 8343, top1_acc: 0.6973, top5_acc: 0.8734, loss_cls: 1.2482, loss: 1.2482, grad_norm: 5.2812 2020-08-16 07:45:52,276 - mmaction - INFO - Epoch [77][100/940] lr: 1.000e-03, eta: 4:29:31, time: 0.712, data_time: 0.006, memory: 8343, top1_acc: 0.6900, top5_acc: 0.8693, loss_cls: 1.2746, loss: 1.2746, grad_norm: 5.3406 2020-08-16 07:46:06,653 - mmaction - INFO - Epoch [77][120/940] lr: 1.000e-03, eta: 4:29:17, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.6813, top5_acc: 0.8613, loss_cls: 1.3206, loss: 1.3206, grad_norm: 5.4639 2020-08-16 07:46:21,002 - mmaction - INFO - Epoch [77][140/940] lr: 1.000e-03, eta: 4:29:03, time: 0.716, data_time: 0.005, memory: 8343, top1_acc: 0.6766, top5_acc: 0.8641, loss_cls: 1.3036, loss: 1.3036, grad_norm: 5.3990 2020-08-16 07:46:35,003 - mmaction - INFO - Epoch [77][160/940] lr: 1.000e-03, eta: 4:28:48, time: 0.701, data_time: 0.005, memory: 8343, top1_acc: 0.6744, top5_acc: 0.8504, loss_cls: 1.3614, loss: 1.3614, grad_norm: 5.4111 2020-08-16 07:46:49,268 - mmaction - INFO - Epoch [77][180/940] lr: 1.000e-03, eta: 4:28:34, time: 0.711, data_time: 0.006, memory: 8343, top1_acc: 0.6813, top5_acc: 0.8662, loss_cls: 1.2981, loss: 1.2981, grad_norm: 5.3931 2020-08-16 07:47:03,916 - mmaction - INFO - Epoch [77][200/940] lr: 1.000e-03, eta: 4:28:19, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8688, loss_cls: 1.2871, loss: 1.2871, grad_norm: 5.3619 2020-08-16 07:47:18,051 - mmaction - INFO - Epoch [77][220/940] lr: 1.000e-03, eta: 4:28:05, time: 0.705, data_time: 0.006, memory: 8343, top1_acc: 0.6889, top5_acc: 0.8672, loss_cls: 1.2798, loss: 1.2798, grad_norm: 5.3470 2020-08-16 07:47:32,053 - mmaction - INFO - Epoch [77][240/940] lr: 1.000e-03, eta: 4:27:50, time: 0.702, data_time: 0.005, memory: 8343, top1_acc: 0.6824, top5_acc: 0.8582, loss_cls: 1.3222, loss: 1.3222, grad_norm: 5.3813 2020-08-16 07:47:46,326 - mmaction - INFO - Epoch [77][260/940] lr: 1.000e-03, eta: 4:27:36, time: 0.711, data_time: 0.006, memory: 8343, top1_acc: 0.6734, top5_acc: 0.8561, loss_cls: 1.3385, loss: 1.3385, grad_norm: 5.5535 2020-08-16 07:48:00,467 - mmaction - INFO - Epoch [77][280/940] lr: 1.000e-03, eta: 4:27:21, time: 0.710, data_time: 0.006, memory: 8343, top1_acc: 0.6951, top5_acc: 0.8764, loss_cls: 1.2424, loss: 1.2424, grad_norm: 5.2794 2020-08-16 07:48:15,272 - mmaction - INFO - Epoch [77][300/940] lr: 1.000e-03, eta: 4:27:07, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.6744, top5_acc: 0.8566, loss_cls: 1.3281, loss: 1.3281, grad_norm: 5.4687 2020-08-16 07:48:29,759 - mmaction - INFO - Epoch [77][320/940] lr: 1.000e-03, eta: 4:26:53, time: 0.728, data_time: 0.007, memory: 8343, top1_acc: 0.6770, top5_acc: 0.8602, loss_cls: 1.3319, loss: 1.3319, grad_norm: 5.3951 2020-08-16 07:48:44,170 - mmaction - INFO - Epoch [77][340/940] lr: 1.000e-03, eta: 4:26:38, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.6910, top5_acc: 0.8697, loss_cls: 1.2747, loss: 1.2747, grad_norm: 5.4678 2020-08-16 07:48:58,956 - mmaction - INFO - Epoch [77][360/940] lr: 1.000e-03, eta: 4:26:24, time: 0.739, data_time: 0.003, memory: 8343, top1_acc: 0.6777, top5_acc: 0.8609, loss_cls: 1.2991, loss: 1.2991, grad_norm: 5.3851 2020-08-16 07:49:12,916 - mmaction - INFO - Epoch [77][380/940] lr: 1.000e-03, eta: 4:26:10, time: 0.699, data_time: 0.007, memory: 8343, top1_acc: 0.6877, top5_acc: 0.8668, loss_cls: 1.2872, loss: 1.2872, grad_norm: 5.3635 2020-08-16 07:49:27,152 - mmaction - INFO - Epoch [77][400/940] lr: 1.000e-03, eta: 4:25:55, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.6793, top5_acc: 0.8656, loss_cls: 1.2985, loss: 1.2985, grad_norm: 5.3250 2020-08-16 07:49:42,508 - mmaction - INFO - Epoch [77][420/940] lr: 1.000e-03, eta: 4:25:41, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.6797, top5_acc: 0.8637, loss_cls: 1.3007, loss: 1.3007, grad_norm: 5.3323 2020-08-16 07:49:56,194 - mmaction - INFO - Epoch [77][440/940] lr: 1.000e-03, eta: 4:25:26, time: 0.681, data_time: 0.007, memory: 8343, top1_acc: 0.6918, top5_acc: 0.8734, loss_cls: 1.2619, loss: 1.2619, grad_norm: 5.3399 2020-08-16 07:50:10,196 - mmaction - INFO - Epoch [77][460/940] lr: 1.000e-03, eta: 4:25:12, time: 0.704, data_time: 0.007, memory: 8343, top1_acc: 0.6930, top5_acc: 0.8627, loss_cls: 1.2779, loss: 1.2779, grad_norm: 5.3353 2020-08-16 07:50:24,959 - mmaction - INFO - Epoch [77][480/940] lr: 1.000e-03, eta: 4:24:58, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.6738, top5_acc: 0.8615, loss_cls: 1.3312, loss: 1.3312, grad_norm: 5.4878 2020-08-16 07:50:39,150 - mmaction - INFO - Epoch [77][500/940] lr: 1.000e-03, eta: 4:24:43, time: 0.713, data_time: 0.008, memory: 8343, top1_acc: 0.6816, top5_acc: 0.8621, loss_cls: 1.3164, loss: 1.3164, grad_norm: 5.4425 2020-08-16 07:50:53,751 - mmaction - INFO - Epoch [77][520/940] lr: 1.000e-03, eta: 4:24:29, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.6846, top5_acc: 0.8629, loss_cls: 1.2803, loss: 1.2803, grad_norm: 5.2685 2020-08-16 07:51:08,905 - mmaction - INFO - Epoch [77][540/940] lr: 1.000e-03, eta: 4:24:15, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.6881, top5_acc: 0.8639, loss_cls: 1.2882, loss: 1.2882, grad_norm: 5.3417 2020-08-16 07:51:22,808 - mmaction - INFO - Epoch [77][560/940] lr: 1.000e-03, eta: 4:24:00, time: 0.693, data_time: 0.006, memory: 8343, top1_acc: 0.6773, top5_acc: 0.8600, loss_cls: 1.3275, loss: 1.3275, grad_norm: 5.4842 2020-08-16 07:51:36,984 - mmaction - INFO - Epoch [77][580/940] lr: 1.000e-03, eta: 4:23:46, time: 0.711, data_time: 0.005, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8641, loss_cls: 1.2928, loss: 1.2928, grad_norm: 5.3556 2020-08-16 07:51:51,653 - mmaction - INFO - Epoch [77][600/940] lr: 1.000e-03, eta: 4:23:31, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.6816, top5_acc: 0.8594, loss_cls: 1.3356, loss: 1.3356, grad_norm: 5.4567 2020-08-16 07:52:05,754 - mmaction - INFO - Epoch [77][620/940] lr: 1.000e-03, eta: 4:23:17, time: 0.706, data_time: 0.004, memory: 8343, top1_acc: 0.6781, top5_acc: 0.8668, loss_cls: 1.3151, loss: 1.3151, grad_norm: 5.3849 2020-08-16 07:52:20,394 - mmaction - INFO - Epoch [77][640/940] lr: 1.000e-03, eta: 4:23:02, time: 0.731, data_time: 0.002, memory: 8343, top1_acc: 0.6822, top5_acc: 0.8621, loss_cls: 1.3177, loss: 1.3177, grad_norm: 5.4760 2020-08-16 07:52:35,105 - mmaction - INFO - Epoch [77][660/940] lr: 1.000e-03, eta: 4:22:48, time: 0.733, data_time: 0.007, memory: 8343, top1_acc: 0.6871, top5_acc: 0.8586, loss_cls: 1.3187, loss: 1.3187, grad_norm: 5.3416 2020-08-16 07:52:49,728 - mmaction - INFO - Epoch [77][680/940] lr: 1.000e-03, eta: 4:22:34, time: 0.734, data_time: 0.007, memory: 8343, top1_acc: 0.6910, top5_acc: 0.8646, loss_cls: 1.2880, loss: 1.2880, grad_norm: 5.3797 2020-08-16 07:53:04,339 - mmaction - INFO - Epoch [77][700/940] lr: 1.000e-03, eta: 4:22:19, time: 0.731, data_time: 0.002, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8586, loss_cls: 1.3299, loss: 1.3299, grad_norm: 5.4242 2020-08-16 07:53:18,707 - mmaction - INFO - Epoch [77][720/940] lr: 1.000e-03, eta: 4:22:05, time: 0.715, data_time: 0.005, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8680, loss_cls: 1.2919, loss: 1.2919, grad_norm: 5.3996 2020-08-16 07:53:33,050 - mmaction - INFO - Epoch [77][740/940] lr: 1.000e-03, eta: 4:21:51, time: 0.720, data_time: 0.006, memory: 8343, top1_acc: 0.6939, top5_acc: 0.8643, loss_cls: 1.2870, loss: 1.2870, grad_norm: 5.3741 2020-08-16 07:53:48,063 - mmaction - INFO - Epoch [77][760/940] lr: 1.000e-03, eta: 4:21:36, time: 0.750, data_time: 0.005, memory: 8343, top1_acc: 0.6791, top5_acc: 0.8559, loss_cls: 1.3320, loss: 1.3320, grad_norm: 5.4332 2020-08-16 07:54:02,398 - mmaction - INFO - Epoch [77][780/940] lr: 1.000e-03, eta: 4:21:22, time: 0.718, data_time: 0.003, memory: 8343, top1_acc: 0.6836, top5_acc: 0.8592, loss_cls: 1.3020, loss: 1.3020, grad_norm: 5.4243 2020-08-16 07:54:17,401 - mmaction - INFO - Epoch [77][800/940] lr: 1.000e-03, eta: 4:21:08, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.6756, top5_acc: 0.8529, loss_cls: 1.3610, loss: 1.3610, grad_norm: 5.4695 2020-08-16 07:54:31,284 - mmaction - INFO - Epoch [77][820/940] lr: 1.000e-03, eta: 4:20:53, time: 0.696, data_time: 0.005, memory: 8343, top1_acc: 0.6826, top5_acc: 0.8516, loss_cls: 1.3340, loss: 1.3340, grad_norm: 5.4407 2020-08-16 07:54:47,409 - mmaction - INFO - Epoch [77][840/940] lr: 1.000e-03, eta: 4:20:39, time: 0.804, data_time: 0.006, memory: 8343, top1_acc: 0.6789, top5_acc: 0.8600, loss_cls: 1.3301, loss: 1.3301, grad_norm: 5.4062 2020-08-16 07:55:01,192 - mmaction - INFO - Epoch [77][860/940] lr: 1.000e-03, eta: 4:20:25, time: 0.691, data_time: 0.006, memory: 8343, top1_acc: 0.6725, top5_acc: 0.8545, loss_cls: 1.3552, loss: 1.3552, grad_norm: 5.4551 2020-08-16 07:55:15,791 - mmaction - INFO - Epoch [77][880/940] lr: 1.000e-03, eta: 4:20:10, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.6748, top5_acc: 0.8598, loss_cls: 1.3424, loss: 1.3424, grad_norm: 5.5010 2020-08-16 07:55:30,399 - mmaction - INFO - Epoch [77][900/940] lr: 1.000e-03, eta: 4:19:56, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.6832, top5_acc: 0.8682, loss_cls: 1.3096, loss: 1.3096, grad_norm: 5.4580 2020-08-16 07:55:44,229 - mmaction - INFO - Epoch [77][920/940] lr: 1.000e-03, eta: 4:19:41, time: 0.689, data_time: 0.007, memory: 8343, top1_acc: 0.6813, top5_acc: 0.8635, loss_cls: 1.3146, loss: 1.3146, grad_norm: 5.4581 2020-08-16 07:55:57,852 - mmaction - INFO - Epoch [77][940/940] lr: 1.000e-03, eta: 4:19:27, time: 0.684, data_time: 0.007, memory: 8343, top1_acc: 0.6738, top5_acc: 0.8606, loss_cls: 1.3458, loss: 1.3458, grad_norm: 5.5646 2020-08-16 07:56:19,473 - mmaction - INFO - Epoch [78][20/940] lr: 1.000e-03, eta: 4:19:14, time: 1.056, data_time: 0.385, memory: 8343, top1_acc: 0.6883, top5_acc: 0.8678, loss_cls: 1.2634, loss: 1.2634, grad_norm: 5.3434 2020-08-16 07:56:32,424 - mmaction - INFO - Epoch [78][40/940] lr: 1.000e-03, eta: 4:19:00, time: 0.651, data_time: 0.008, memory: 8343, top1_acc: 0.6814, top5_acc: 0.8584, loss_cls: 1.3115, loss: 1.3115, grad_norm: 5.3893 2020-08-16 07:56:46,339 - mmaction - INFO - Epoch [78][60/940] lr: 1.000e-03, eta: 4:18:45, time: 0.696, data_time: 0.006, memory: 8343, top1_acc: 0.6811, top5_acc: 0.8625, loss_cls: 1.3046, loss: 1.3046, grad_norm: 5.4235 2020-08-16 07:57:00,975 - mmaction - INFO - Epoch [78][80/940] lr: 1.000e-03, eta: 4:18:31, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.6756, top5_acc: 0.8625, loss_cls: 1.3195, loss: 1.3195, grad_norm: 5.4405 2020-08-16 07:57:14,994 - mmaction - INFO - Epoch [78][100/940] lr: 1.000e-03, eta: 4:18:16, time: 0.704, data_time: 0.006, memory: 8343, top1_acc: 0.6814, top5_acc: 0.8693, loss_cls: 1.3034, loss: 1.3034, grad_norm: 5.4413 2020-08-16 07:57:29,721 - mmaction - INFO - Epoch [78][120/940] lr: 1.000e-03, eta: 4:18:02, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.6873, top5_acc: 0.8695, loss_cls: 1.2718, loss: 1.2718, grad_norm: 5.4406 2020-08-16 07:57:43,487 - mmaction - INFO - Epoch [78][140/940] lr: 1.000e-03, eta: 4:17:47, time: 0.689, data_time: 0.005, memory: 8343, top1_acc: 0.6756, top5_acc: 0.8559, loss_cls: 1.3465, loss: 1.3465, grad_norm: 5.4026 2020-08-16 07:57:57,941 - mmaction - INFO - Epoch [78][160/940] lr: 1.000e-03, eta: 4:17:33, time: 0.722, data_time: 0.006, memory: 8343, top1_acc: 0.6832, top5_acc: 0.8641, loss_cls: 1.2937, loss: 1.2937, grad_norm: 5.3991 2020-08-16 07:58:12,107 - mmaction - INFO - Epoch [78][180/940] lr: 1.000e-03, eta: 4:17:18, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.6852, top5_acc: 0.8693, loss_cls: 1.2973, loss: 1.2973, grad_norm: 5.4365 2020-08-16 07:58:27,119 - mmaction - INFO - Epoch [78][200/940] lr: 1.000e-03, eta: 4:17:04, time: 0.747, data_time: 0.006, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8625, loss_cls: 1.2999, loss: 1.2999, grad_norm: 5.3951 2020-08-16 07:58:41,196 - mmaction - INFO - Epoch [78][220/940] lr: 1.000e-03, eta: 4:16:50, time: 0.707, data_time: 0.007, memory: 8343, top1_acc: 0.6816, top5_acc: 0.8639, loss_cls: 1.2990, loss: 1.2990, grad_norm: 5.3298 2020-08-16 07:58:55,718 - mmaction - INFO - Epoch [78][240/940] lr: 1.000e-03, eta: 4:16:35, time: 0.724, data_time: 0.006, memory: 8343, top1_acc: 0.6781, top5_acc: 0.8615, loss_cls: 1.3149, loss: 1.3149, grad_norm: 5.4889 2020-08-16 07:59:09,536 - mmaction - INFO - Epoch [78][260/940] lr: 1.000e-03, eta: 4:16:21, time: 0.693, data_time: 0.005, memory: 8343, top1_acc: 0.6895, top5_acc: 0.8551, loss_cls: 1.3302, loss: 1.3302, grad_norm: 5.4593 2020-08-16 07:59:24,272 - mmaction - INFO - Epoch [78][280/940] lr: 1.000e-03, eta: 4:16:06, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.6684, top5_acc: 0.8547, loss_cls: 1.3703, loss: 1.3703, grad_norm: 5.5646 2020-08-16 07:59:38,200 - mmaction - INFO - Epoch [78][300/940] lr: 1.000e-03, eta: 4:15:52, time: 0.699, data_time: 0.006, memory: 8343, top1_acc: 0.6799, top5_acc: 0.8621, loss_cls: 1.3094, loss: 1.3094, grad_norm: 5.5009 2020-08-16 07:59:53,052 - mmaction - INFO - Epoch [78][320/940] lr: 1.000e-03, eta: 4:15:38, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8682, loss_cls: 1.2869, loss: 1.2869, grad_norm: 5.4491 2020-08-16 08:00:08,116 - mmaction - INFO - Epoch [78][340/940] lr: 1.000e-03, eta: 4:15:23, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.6826, top5_acc: 0.8639, loss_cls: 1.2925, loss: 1.2925, grad_norm: 5.3038 2020-08-16 08:00:22,963 - mmaction - INFO - Epoch [78][360/940] lr: 1.000e-03, eta: 4:15:09, time: 0.745, data_time: 0.007, memory: 8343, top1_acc: 0.6785, top5_acc: 0.8615, loss_cls: 1.3052, loss: 1.3052, grad_norm: 5.3938 2020-08-16 08:00:37,362 - mmaction - INFO - Epoch [78][380/940] lr: 1.000e-03, eta: 4:14:55, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.6773, top5_acc: 0.8562, loss_cls: 1.3450, loss: 1.3450, grad_norm: 5.4704 2020-08-16 08:00:51,151 - mmaction - INFO - Epoch [78][400/940] lr: 1.000e-03, eta: 4:14:40, time: 0.690, data_time: 0.004, memory: 8343, top1_acc: 0.6867, top5_acc: 0.8658, loss_cls: 1.2786, loss: 1.2786, grad_norm: 5.3870 2020-08-16 08:01:05,231 - mmaction - INFO - Epoch [78][420/940] lr: 1.000e-03, eta: 4:14:26, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.6789, top5_acc: 0.8645, loss_cls: 1.2969, loss: 1.2969, grad_norm: 5.4628 2020-08-16 08:01:19,978 - mmaction - INFO - Epoch [78][440/940] lr: 1.000e-03, eta: 4:14:11, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.6883, top5_acc: 0.8605, loss_cls: 1.2916, loss: 1.2916, grad_norm: 5.3406 2020-08-16 08:01:34,314 - mmaction - INFO - Epoch [78][460/940] lr: 1.000e-03, eta: 4:13:57, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8719, loss_cls: 1.2935, loss: 1.2935, grad_norm: 5.4180 2020-08-16 08:01:48,526 - mmaction - INFO - Epoch [78][480/940] lr: 1.000e-03, eta: 4:13:43, time: 0.708, data_time: 0.006, memory: 8343, top1_acc: 0.6760, top5_acc: 0.8596, loss_cls: 1.3078, loss: 1.3078, grad_norm: 5.3965 2020-08-16 08:02:02,595 - mmaction - INFO - Epoch [78][500/940] lr: 1.000e-03, eta: 4:13:28, time: 0.706, data_time: 0.006, memory: 8343, top1_acc: 0.6992, top5_acc: 0.8738, loss_cls: 1.2404, loss: 1.2404, grad_norm: 5.2868 2020-08-16 08:02:17,280 - mmaction - INFO - Epoch [78][520/940] lr: 1.000e-03, eta: 4:13:14, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.6783, top5_acc: 0.8639, loss_cls: 1.2992, loss: 1.2992, grad_norm: 5.4287 2020-08-16 08:02:31,188 - mmaction - INFO - Epoch [78][540/940] lr: 1.000e-03, eta: 4:12:59, time: 0.698, data_time: 0.007, memory: 8343, top1_acc: 0.6783, top5_acc: 0.8602, loss_cls: 1.3499, loss: 1.3499, grad_norm: 5.5288 2020-08-16 08:02:46,074 - mmaction - INFO - Epoch [78][560/940] lr: 1.000e-03, eta: 4:12:45, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.6937, top5_acc: 0.8639, loss_cls: 1.2769, loss: 1.2769, grad_norm: 5.3934 2020-08-16 08:02:59,724 - mmaction - INFO - Epoch [78][580/940] lr: 1.000e-03, eta: 4:12:30, time: 0.686, data_time: 0.007, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8674, loss_cls: 1.2979, loss: 1.2979, grad_norm: 5.4552 2020-08-16 08:03:14,168 - mmaction - INFO - Epoch [78][600/940] lr: 1.000e-03, eta: 4:12:16, time: 0.720, data_time: 0.006, memory: 8343, top1_acc: 0.6842, top5_acc: 0.8643, loss_cls: 1.2986, loss: 1.2986, grad_norm: 5.4605 2020-08-16 08:03:28,992 - mmaction - INFO - Epoch [78][620/940] lr: 1.000e-03, eta: 4:12:02, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.6824, top5_acc: 0.8666, loss_cls: 1.2875, loss: 1.2875, grad_norm: 5.3713 2020-08-16 08:03:43,515 - mmaction - INFO - Epoch [78][640/940] lr: 1.000e-03, eta: 4:11:47, time: 0.723, data_time: 0.006, memory: 8343, top1_acc: 0.6832, top5_acc: 0.8631, loss_cls: 1.2838, loss: 1.2838, grad_norm: 5.3593 2020-08-16 08:03:57,490 - mmaction - INFO - Epoch [78][660/940] lr: 1.000e-03, eta: 4:11:33, time: 0.701, data_time: 0.006, memory: 8343, top1_acc: 0.6717, top5_acc: 0.8590, loss_cls: 1.3440, loss: 1.3440, grad_norm: 5.5475 2020-08-16 08:04:11,458 - mmaction - INFO - Epoch [78][680/940] lr: 1.000e-03, eta: 4:11:18, time: 0.696, data_time: 0.006, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8678, loss_cls: 1.2844, loss: 1.2844, grad_norm: 5.4065 2020-08-16 08:04:26,079 - mmaction - INFO - Epoch [78][700/940] lr: 1.000e-03, eta: 4:11:04, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.6840, top5_acc: 0.8652, loss_cls: 1.3017, loss: 1.3017, grad_norm: 5.4061 2020-08-16 08:04:40,558 - mmaction - INFO - Epoch [78][720/940] lr: 1.000e-03, eta: 4:10:49, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.6729, top5_acc: 0.8664, loss_cls: 1.3286, loss: 1.3286, grad_norm: 5.5306 2020-08-16 08:04:54,476 - mmaction - INFO - Epoch [78][740/940] lr: 1.000e-03, eta: 4:10:35, time: 0.696, data_time: 0.003, memory: 8343, top1_acc: 0.6713, top5_acc: 0.8605, loss_cls: 1.3377, loss: 1.3377, grad_norm: 5.4180 2020-08-16 08:05:08,279 - mmaction - INFO - Epoch [78][760/940] lr: 1.000e-03, eta: 4:10:20, time: 0.687, data_time: 0.006, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8748, loss_cls: 1.2389, loss: 1.2389, grad_norm: 5.3766 2020-08-16 08:05:23,185 - mmaction - INFO - Epoch [78][780/940] lr: 1.000e-03, eta: 4:10:06, time: 0.749, data_time: 0.007, memory: 8343, top1_acc: 0.6783, top5_acc: 0.8613, loss_cls: 1.3304, loss: 1.3304, grad_norm: 5.4692 2020-08-16 08:05:37,056 - mmaction - INFO - Epoch [78][800/940] lr: 1.000e-03, eta: 4:09:52, time: 0.690, data_time: 0.006, memory: 8343, top1_acc: 0.6695, top5_acc: 0.8578, loss_cls: 1.3356, loss: 1.3356, grad_norm: 5.4446 2020-08-16 08:05:51,813 - mmaction - INFO - Epoch [78][820/940] lr: 1.000e-03, eta: 4:09:37, time: 0.742, data_time: 0.007, memory: 8343, top1_acc: 0.6773, top5_acc: 0.8645, loss_cls: 1.3296, loss: 1.3296, grad_norm: 5.4888 2020-08-16 08:06:06,311 - mmaction - INFO - Epoch [78][840/940] lr: 1.000e-03, eta: 4:09:23, time: 0.722, data_time: 0.006, memory: 8343, top1_acc: 0.6869, top5_acc: 0.8592, loss_cls: 1.3111, loss: 1.3111, grad_norm: 5.3834 2020-08-16 08:06:19,854 - mmaction - INFO - Epoch [78][860/940] lr: 1.000e-03, eta: 4:09:08, time: 0.680, data_time: 0.007, memory: 8343, top1_acc: 0.6811, top5_acc: 0.8648, loss_cls: 1.3275, loss: 1.3275, grad_norm: 5.4840 2020-08-16 08:06:33,813 - mmaction - INFO - Epoch [78][880/940] lr: 1.000e-03, eta: 4:08:54, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8584, loss_cls: 1.3138, loss: 1.3138, grad_norm: 5.4086 2020-08-16 08:06:48,401 - mmaction - INFO - Epoch [78][900/940] lr: 1.000e-03, eta: 4:08:39, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.6775, top5_acc: 0.8607, loss_cls: 1.3139, loss: 1.3139, grad_norm: 5.4045 2020-08-16 08:07:02,227 - mmaction - INFO - Epoch [78][920/940] lr: 1.000e-03, eta: 4:08:25, time: 0.693, data_time: 0.005, memory: 8343, top1_acc: 0.6809, top5_acc: 0.8693, loss_cls: 1.3025, loss: 1.3025, grad_norm: 5.5450 2020-08-16 08:07:15,596 - mmaction - INFO - Epoch [78][940/940] lr: 1.000e-03, eta: 4:08:10, time: 0.667, data_time: 0.006, memory: 8343, top1_acc: 0.6941, top5_acc: 0.8685, loss_cls: 1.2738, loss: 1.2738, grad_norm: 5.4893 2020-08-16 08:07:41,475 - mmaction - INFO - Epoch [79][20/940] lr: 1.000e-03, eta: 4:07:59, time: 1.259, data_time: 0.645, memory: 8343, top1_acc: 0.6793, top5_acc: 0.8650, loss_cls: 1.3020, loss: 1.3020, grad_norm: 5.4749 2020-08-16 08:07:54,884 - mmaction - INFO - Epoch [79][40/940] lr: 1.000e-03, eta: 4:07:44, time: 0.674, data_time: 0.007, memory: 8343, top1_acc: 0.6766, top5_acc: 0.8619, loss_cls: 1.3078, loss: 1.3078, grad_norm: 5.4782 2020-08-16 08:08:08,704 - mmaction - INFO - Epoch [79][60/940] lr: 1.000e-03, eta: 4:07:30, time: 0.691, data_time: 0.002, memory: 8343, top1_acc: 0.6709, top5_acc: 0.8621, loss_cls: 1.3246, loss: 1.3246, grad_norm: 5.4442 2020-08-16 08:08:22,405 - mmaction - INFO - Epoch [79][80/940] lr: 1.000e-03, eta: 4:07:15, time: 0.682, data_time: 0.006, memory: 8343, top1_acc: 0.6826, top5_acc: 0.8662, loss_cls: 1.2939, loss: 1.2939, grad_norm: 5.3691 2020-08-16 08:08:36,350 - mmaction - INFO - Epoch [79][100/940] lr: 1.000e-03, eta: 4:07:00, time: 0.700, data_time: 0.006, memory: 8343, top1_acc: 0.6811, top5_acc: 0.8631, loss_cls: 1.3059, loss: 1.3059, grad_norm: 5.4619 2020-08-16 08:08:49,912 - mmaction - INFO - Epoch [79][120/940] lr: 1.000e-03, eta: 4:06:46, time: 0.678, data_time: 0.003, memory: 8343, top1_acc: 0.6873, top5_acc: 0.8672, loss_cls: 1.2897, loss: 1.2897, grad_norm: 5.4849 2020-08-16 08:09:04,271 - mmaction - INFO - Epoch [79][140/940] lr: 1.000e-03, eta: 4:06:31, time: 0.717, data_time: 0.006, memory: 8343, top1_acc: 0.6822, top5_acc: 0.8596, loss_cls: 1.3015, loss: 1.3015, grad_norm: 5.4037 2020-08-16 08:09:18,515 - mmaction - INFO - Epoch [79][160/940] lr: 1.000e-03, eta: 4:06:17, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.6924, top5_acc: 0.8672, loss_cls: 1.2883, loss: 1.2883, grad_norm: 5.4001 2020-08-16 08:09:32,248 - mmaction - INFO - Epoch [79][180/940] lr: 1.000e-03, eta: 4:06:02, time: 0.683, data_time: 0.006, memory: 8343, top1_acc: 0.6889, top5_acc: 0.8621, loss_cls: 1.2819, loss: 1.2819, grad_norm: 5.3475 2020-08-16 08:09:46,240 - mmaction - INFO - Epoch [79][200/940] lr: 1.000e-03, eta: 4:05:48, time: 0.703, data_time: 0.007, memory: 8343, top1_acc: 0.6877, top5_acc: 0.8662, loss_cls: 1.2796, loss: 1.2796, grad_norm: 5.4362 2020-08-16 08:09:59,911 - mmaction - INFO - Epoch [79][220/940] lr: 1.000e-03, eta: 4:05:33, time: 0.680, data_time: 0.006, memory: 8343, top1_acc: 0.6873, top5_acc: 0.8611, loss_cls: 1.2928, loss: 1.2928, grad_norm: 5.3983 2020-08-16 08:10:14,720 - mmaction - INFO - Epoch [79][240/940] lr: 1.000e-03, eta: 4:05:19, time: 0.743, data_time: 0.007, memory: 8343, top1_acc: 0.6941, top5_acc: 0.8619, loss_cls: 1.2909, loss: 1.2909, grad_norm: 5.3906 2020-08-16 08:10:28,157 - mmaction - INFO - Epoch [79][260/940] lr: 1.000e-03, eta: 4:05:04, time: 0.672, data_time: 0.007, memory: 8343, top1_acc: 0.6764, top5_acc: 0.8551, loss_cls: 1.3264, loss: 1.3264, grad_norm: 5.4675 2020-08-16 08:10:42,022 - mmaction - INFO - Epoch [79][280/940] lr: 1.000e-03, eta: 4:04:50, time: 0.693, data_time: 0.003, memory: 8343, top1_acc: 0.6813, top5_acc: 0.8592, loss_cls: 1.3316, loss: 1.3316, grad_norm: 5.4653 2020-08-16 08:10:55,966 - mmaction - INFO - Epoch [79][300/940] lr: 1.000e-03, eta: 4:04:35, time: 0.696, data_time: 0.006, memory: 8343, top1_acc: 0.6840, top5_acc: 0.8656, loss_cls: 1.2879, loss: 1.2879, grad_norm: 5.4969 2020-08-16 08:11:09,891 - mmaction - INFO - Epoch [79][320/940] lr: 1.000e-03, eta: 4:04:21, time: 0.698, data_time: 0.006, memory: 8343, top1_acc: 0.6857, top5_acc: 0.8646, loss_cls: 1.2849, loss: 1.2849, grad_norm: 5.4554 2020-08-16 08:11:24,445 - mmaction - INFO - Epoch [79][340/940] lr: 1.000e-03, eta: 4:04:06, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.6824, top5_acc: 0.8635, loss_cls: 1.3114, loss: 1.3114, grad_norm: 5.4849 2020-08-16 08:11:38,142 - mmaction - INFO - Epoch [79][360/940] lr: 1.000e-03, eta: 4:03:52, time: 0.688, data_time: 0.006, memory: 8343, top1_acc: 0.6937, top5_acc: 0.8742, loss_cls: 1.2523, loss: 1.2523, grad_norm: 5.3459 2020-08-16 08:11:52,206 - mmaction - INFO - Epoch [79][380/940] lr: 1.000e-03, eta: 4:03:37, time: 0.701, data_time: 0.005, memory: 8343, top1_acc: 0.6887, top5_acc: 0.8635, loss_cls: 1.2932, loss: 1.2932, grad_norm: 5.5083 2020-08-16 08:12:07,576 - mmaction - INFO - Epoch [79][400/940] lr: 1.000e-03, eta: 4:03:23, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.6799, top5_acc: 0.8607, loss_cls: 1.3074, loss: 1.3074, grad_norm: 5.5099 2020-08-16 08:12:21,699 - mmaction - INFO - Epoch [79][420/940] lr: 1.000e-03, eta: 4:03:09, time: 0.703, data_time: 0.005, memory: 8343, top1_acc: 0.6781, top5_acc: 0.8531, loss_cls: 1.3404, loss: 1.3404, grad_norm: 5.4915 2020-08-16 08:12:35,270 - mmaction - INFO - Epoch [79][440/940] lr: 1.000e-03, eta: 4:02:54, time: 0.681, data_time: 0.006, memory: 8343, top1_acc: 0.6834, top5_acc: 0.8619, loss_cls: 1.3029, loss: 1.3029, grad_norm: 5.4644 2020-08-16 08:12:48,978 - mmaction - INFO - Epoch [79][460/940] lr: 1.000e-03, eta: 4:02:39, time: 0.684, data_time: 0.006, memory: 8343, top1_acc: 0.7049, top5_acc: 0.8715, loss_cls: 1.2434, loss: 1.2434, grad_norm: 5.3111 2020-08-16 08:13:02,939 - mmaction - INFO - Epoch [79][480/940] lr: 1.000e-03, eta: 4:02:25, time: 0.699, data_time: 0.005, memory: 8343, top1_acc: 0.6912, top5_acc: 0.8643, loss_cls: 1.2797, loss: 1.2797, grad_norm: 5.4162 2020-08-16 08:13:16,727 - mmaction - INFO - Epoch [79][500/940] lr: 1.000e-03, eta: 4:02:10, time: 0.687, data_time: 0.005, memory: 8343, top1_acc: 0.6857, top5_acc: 0.8648, loss_cls: 1.2816, loss: 1.2816, grad_norm: 5.4632 2020-08-16 08:13:30,473 - mmaction - INFO - Epoch [79][520/940] lr: 1.000e-03, eta: 4:01:56, time: 0.690, data_time: 0.007, memory: 8343, top1_acc: 0.6822, top5_acc: 0.8652, loss_cls: 1.3061, loss: 1.3061, grad_norm: 5.3716 2020-08-16 08:13:44,401 - mmaction - INFO - Epoch [79][540/940] lr: 1.000e-03, eta: 4:01:41, time: 0.695, data_time: 0.006, memory: 8343, top1_acc: 0.6814, top5_acc: 0.8592, loss_cls: 1.3237, loss: 1.3237, grad_norm: 5.4525 2020-08-16 08:13:58,644 - mmaction - INFO - Epoch [79][560/940] lr: 1.000e-03, eta: 4:01:27, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.6910, top5_acc: 0.8715, loss_cls: 1.2680, loss: 1.2680, grad_norm: 5.3943 2020-08-16 08:14:12,682 - mmaction - INFO - Epoch [79][580/940] lr: 1.000e-03, eta: 4:01:12, time: 0.700, data_time: 0.006, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8705, loss_cls: 1.2766, loss: 1.2766, grad_norm: 5.3457 2020-08-16 08:14:26,712 - mmaction - INFO - Epoch [79][600/940] lr: 1.000e-03, eta: 4:00:58, time: 0.704, data_time: 0.006, memory: 8343, top1_acc: 0.6904, top5_acc: 0.8574, loss_cls: 1.3038, loss: 1.3038, grad_norm: 5.4178 2020-08-16 08:14:40,628 - mmaction - INFO - Epoch [79][620/940] lr: 1.000e-03, eta: 4:00:43, time: 0.694, data_time: 0.005, memory: 8343, top1_acc: 0.6748, top5_acc: 0.8635, loss_cls: 1.3227, loss: 1.3227, grad_norm: 5.5397 2020-08-16 08:14:54,408 - mmaction - INFO - Epoch [79][640/940] lr: 1.000e-03, eta: 4:00:29, time: 0.690, data_time: 0.005, memory: 8343, top1_acc: 0.6760, top5_acc: 0.8547, loss_cls: 1.3334, loss: 1.3334, grad_norm: 5.5561 2020-08-16 08:15:08,520 - mmaction - INFO - Epoch [79][660/940] lr: 1.000e-03, eta: 4:00:14, time: 0.703, data_time: 0.005, memory: 8343, top1_acc: 0.6848, top5_acc: 0.8641, loss_cls: 1.3074, loss: 1.3074, grad_norm: 5.4469 2020-08-16 08:15:22,800 - mmaction - INFO - Epoch [79][680/940] lr: 1.000e-03, eta: 4:00:00, time: 0.717, data_time: 0.006, memory: 8343, top1_acc: 0.6973, top5_acc: 0.8727, loss_cls: 1.2597, loss: 1.2597, grad_norm: 5.3647 2020-08-16 08:15:36,597 - mmaction - INFO - Epoch [79][700/940] lr: 1.000e-03, eta: 3:59:45, time: 0.687, data_time: 0.006, memory: 8343, top1_acc: 0.6871, top5_acc: 0.8621, loss_cls: 1.3021, loss: 1.3021, grad_norm: 5.3756 2020-08-16 08:15:50,558 - mmaction - INFO - Epoch [79][720/940] lr: 1.000e-03, eta: 3:59:31, time: 0.701, data_time: 0.006, memory: 8343, top1_acc: 0.6803, top5_acc: 0.8646, loss_cls: 1.2974, loss: 1.2974, grad_norm: 5.4582 2020-08-16 08:16:04,820 - mmaction - INFO - Epoch [79][740/940] lr: 1.000e-03, eta: 3:59:16, time: 0.711, data_time: 0.006, memory: 8343, top1_acc: 0.6799, top5_acc: 0.8664, loss_cls: 1.2996, loss: 1.2996, grad_norm: 5.5423 2020-08-16 08:16:18,521 - mmaction - INFO - Epoch [79][760/940] lr: 1.000e-03, eta: 3:59:02, time: 0.687, data_time: 0.006, memory: 8343, top1_acc: 0.6836, top5_acc: 0.8707, loss_cls: 1.2661, loss: 1.2661, grad_norm: 5.3684 2020-08-16 08:16:32,636 - mmaction - INFO - Epoch [79][780/940] lr: 1.000e-03, eta: 3:58:47, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.6770, top5_acc: 0.8617, loss_cls: 1.3080, loss: 1.3080, grad_norm: 5.5502 2020-08-16 08:16:46,880 - mmaction - INFO - Epoch [79][800/940] lr: 1.000e-03, eta: 3:58:33, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.6928, top5_acc: 0.8695, loss_cls: 1.2624, loss: 1.2624, grad_norm: 5.3750 2020-08-16 08:17:00,919 - mmaction - INFO - Epoch [79][820/940] lr: 1.000e-03, eta: 3:58:18, time: 0.700, data_time: 0.006, memory: 8343, top1_acc: 0.6832, top5_acc: 0.8613, loss_cls: 1.2897, loss: 1.2897, grad_norm: 5.4970 2020-08-16 08:17:15,285 - mmaction - INFO - Epoch [79][840/940] lr: 1.000e-03, eta: 3:58:04, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.6916, top5_acc: 0.8660, loss_cls: 1.2839, loss: 1.2839, grad_norm: 5.4499 2020-08-16 08:17:28,972 - mmaction - INFO - Epoch [79][860/940] lr: 1.000e-03, eta: 3:57:49, time: 0.683, data_time: 0.005, memory: 8343, top1_acc: 0.6789, top5_acc: 0.8619, loss_cls: 1.3273, loss: 1.3273, grad_norm: 5.5280 2020-08-16 08:17:43,421 - mmaction - INFO - Epoch [79][880/940] lr: 1.000e-03, eta: 3:57:35, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.6918, top5_acc: 0.8676, loss_cls: 1.2784, loss: 1.2784, grad_norm: 5.4389 2020-08-16 08:17:59,203 - mmaction - INFO - Epoch [79][900/940] lr: 1.000e-03, eta: 3:57:21, time: 0.787, data_time: 0.007, memory: 8343, top1_acc: 0.6867, top5_acc: 0.8611, loss_cls: 1.3012, loss: 1.3012, grad_norm: 5.3738 2020-08-16 08:18:12,625 - mmaction - INFO - Epoch [79][920/940] lr: 1.000e-03, eta: 3:57:06, time: 0.674, data_time: 0.006, memory: 8343, top1_acc: 0.6830, top5_acc: 0.8576, loss_cls: 1.3146, loss: 1.3146, grad_norm: 5.4715 2020-08-16 08:18:26,621 - mmaction - INFO - Epoch [79][940/940] lr: 1.000e-03, eta: 3:56:52, time: 0.698, data_time: 0.006, memory: 8343, top1_acc: 0.6813, top5_acc: 0.8654, loss_cls: 1.2940, loss: 1.2940, grad_norm: 5.4931 2020-08-16 08:18:48,081 - mmaction - INFO - Epoch [80][20/940] lr: 1.000e-03, eta: 3:56:39, time: 1.047, data_time: 0.377, memory: 8343, top1_acc: 0.6947, top5_acc: 0.8766, loss_cls: 1.2256, loss: 1.2256, grad_norm: 5.3605 2020-08-16 08:19:00,919 - mmaction - INFO - Epoch [80][40/940] lr: 1.000e-03, eta: 3:56:24, time: 0.639, data_time: 0.005, memory: 8343, top1_acc: 0.6867, top5_acc: 0.8682, loss_cls: 1.2745, loss: 1.2745, grad_norm: 5.5023 2020-08-16 08:19:14,488 - mmaction - INFO - Epoch [80][60/940] lr: 1.000e-03, eta: 3:56:09, time: 0.681, data_time: 0.006, memory: 8343, top1_acc: 0.6879, top5_acc: 0.8654, loss_cls: 1.2836, loss: 1.2836, grad_norm: 5.4694 2020-08-16 08:19:28,719 - mmaction - INFO - Epoch [80][80/940] lr: 1.000e-03, eta: 3:55:55, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.6937, top5_acc: 0.8703, loss_cls: 1.2745, loss: 1.2745, grad_norm: 5.4323 2020-08-16 08:19:43,395 - mmaction - INFO - Epoch [80][100/940] lr: 1.000e-03, eta: 3:55:41, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.6809, top5_acc: 0.8637, loss_cls: 1.3024, loss: 1.3024, grad_norm: 5.4543 2020-08-16 08:19:57,046 - mmaction - INFO - Epoch [80][120/940] lr: 1.000e-03, eta: 3:55:26, time: 0.681, data_time: 0.006, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8678, loss_cls: 1.2900, loss: 1.2900, grad_norm: 5.4893 2020-08-16 08:20:11,126 - mmaction - INFO - Epoch [80][140/940] lr: 1.000e-03, eta: 3:55:12, time: 0.706, data_time: 0.005, memory: 8343, top1_acc: 0.6777, top5_acc: 0.8625, loss_cls: 1.3271, loss: 1.3271, grad_norm: 5.5789 2020-08-16 08:20:26,649 - mmaction - INFO - Epoch [80][160/940] lr: 1.000e-03, eta: 3:54:57, time: 0.773, data_time: 0.006, memory: 8343, top1_acc: 0.6881, top5_acc: 0.8705, loss_cls: 1.2812, loss: 1.2812, grad_norm: 5.5019 2020-08-16 08:20:39,881 - mmaction - INFO - Epoch [80][180/940] lr: 1.000e-03, eta: 3:54:43, time: 0.665, data_time: 0.007, memory: 8343, top1_acc: 0.6795, top5_acc: 0.8605, loss_cls: 1.3176, loss: 1.3176, grad_norm: 5.5281 2020-08-16 08:20:55,290 - mmaction - INFO - Epoch [80][200/940] lr: 1.000e-03, eta: 3:54:29, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.6848, top5_acc: 0.8670, loss_cls: 1.3039, loss: 1.3039, grad_norm: 5.4679 2020-08-16 08:21:08,862 - mmaction - INFO - Epoch [80][220/940] lr: 1.000e-03, eta: 3:54:14, time: 0.682, data_time: 0.006, memory: 8343, top1_acc: 0.6811, top5_acc: 0.8658, loss_cls: 1.2937, loss: 1.2937, grad_norm: 5.3611 2020-08-16 08:21:24,204 - mmaction - INFO - Epoch [80][240/940] lr: 1.000e-03, eta: 3:54:00, time: 0.765, data_time: 0.006, memory: 8343, top1_acc: 0.6877, top5_acc: 0.8680, loss_cls: 1.2951, loss: 1.2951, grad_norm: 5.4786 2020-08-16 08:21:37,830 - mmaction - INFO - Epoch [80][260/940] lr: 1.000e-03, eta: 3:53:45, time: 0.683, data_time: 0.006, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8631, loss_cls: 1.3202, loss: 1.3202, grad_norm: 5.6008 2020-08-16 08:21:52,163 - mmaction - INFO - Epoch [80][280/940] lr: 1.000e-03, eta: 3:53:31, time: 0.713, data_time: 0.006, memory: 8343, top1_acc: 0.6912, top5_acc: 0.8686, loss_cls: 1.2665, loss: 1.2665, grad_norm: 5.3709 2020-08-16 08:22:07,699 - mmaction - INFO - Epoch [80][300/940] lr: 1.000e-03, eta: 3:53:17, time: 0.781, data_time: 0.007, memory: 8343, top1_acc: 0.6791, top5_acc: 0.8578, loss_cls: 1.3376, loss: 1.3376, grad_norm: 5.5469 2020-08-16 08:22:21,224 - mmaction - INFO - Epoch [80][320/940] lr: 1.000e-03, eta: 3:53:02, time: 0.675, data_time: 0.007, memory: 8343, top1_acc: 0.6857, top5_acc: 0.8736, loss_cls: 1.2679, loss: 1.2679, grad_norm: 5.4450 2020-08-16 08:22:34,971 - mmaction - INFO - Epoch [80][340/940] lr: 1.000e-03, eta: 3:52:48, time: 0.689, data_time: 0.006, memory: 8343, top1_acc: 0.6920, top5_acc: 0.8670, loss_cls: 1.2528, loss: 1.2528, grad_norm: 5.4003 2020-08-16 08:22:50,440 - mmaction - INFO - Epoch [80][360/940] lr: 1.000e-03, eta: 3:52:33, time: 0.772, data_time: 0.006, memory: 8343, top1_acc: 0.6916, top5_acc: 0.8631, loss_cls: 1.2655, loss: 1.2655, grad_norm: 5.3897 2020-08-16 08:23:04,679 - mmaction - INFO - Epoch [80][380/940] lr: 1.000e-03, eta: 3:52:19, time: 0.714, data_time: 0.006, memory: 8343, top1_acc: 0.6809, top5_acc: 0.8625, loss_cls: 1.3105, loss: 1.3105, grad_norm: 5.5490 2020-08-16 08:23:18,477 - mmaction - INFO - Epoch [80][400/940] lr: 1.000e-03, eta: 3:52:04, time: 0.687, data_time: 0.006, memory: 8343, top1_acc: 0.6850, top5_acc: 0.8691, loss_cls: 1.2863, loss: 1.2863, grad_norm: 5.4657 2020-08-16 08:23:32,838 - mmaction - INFO - Epoch [80][420/940] lr: 1.000e-03, eta: 3:51:50, time: 0.721, data_time: 0.007, memory: 8343, top1_acc: 0.6797, top5_acc: 0.8619, loss_cls: 1.3122, loss: 1.3122, grad_norm: 5.5097 2020-08-16 08:23:47,443 - mmaction - INFO - Epoch [80][440/940] lr: 1.000e-03, eta: 3:51:36, time: 0.727, data_time: 0.007, memory: 8343, top1_acc: 0.6873, top5_acc: 0.8602, loss_cls: 1.3117, loss: 1.3117, grad_norm: 5.4252 2020-08-16 08:24:01,313 - mmaction - INFO - Epoch [80][460/940] lr: 1.000e-03, eta: 3:51:21, time: 0.697, data_time: 0.007, memory: 8343, top1_acc: 0.6848, top5_acc: 0.8613, loss_cls: 1.2893, loss: 1.2893, grad_norm: 5.4217 2020-08-16 08:24:15,385 - mmaction - INFO - Epoch [80][480/940] lr: 1.000e-03, eta: 3:51:07, time: 0.702, data_time: 0.005, memory: 8343, top1_acc: 0.6713, top5_acc: 0.8666, loss_cls: 1.3045, loss: 1.3045, grad_norm: 5.5065 2020-08-16 08:24:29,296 - mmaction - INFO - Epoch [80][500/940] lr: 1.000e-03, eta: 3:50:52, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.6855, top5_acc: 0.8586, loss_cls: 1.2967, loss: 1.2967, grad_norm: 5.4386 2020-08-16 08:24:43,451 - mmaction - INFO - Epoch [80][520/940] lr: 1.000e-03, eta: 3:50:38, time: 0.705, data_time: 0.006, memory: 8343, top1_acc: 0.6811, top5_acc: 0.8604, loss_cls: 1.3294, loss: 1.3294, grad_norm: 5.5548 2020-08-16 08:24:57,563 - mmaction - INFO - Epoch [80][540/940] lr: 1.000e-03, eta: 3:50:23, time: 0.708, data_time: 0.006, memory: 8343, top1_acc: 0.6781, top5_acc: 0.8584, loss_cls: 1.3123, loss: 1.3123, grad_norm: 5.5718 2020-08-16 08:25:11,745 - mmaction - INFO - Epoch [80][560/940] lr: 1.000e-03, eta: 3:50:09, time: 0.707, data_time: 0.005, memory: 8343, top1_acc: 0.6904, top5_acc: 0.8672, loss_cls: 1.2680, loss: 1.2680, grad_norm: 5.4152 2020-08-16 08:25:25,659 - mmaction - INFO - Epoch [80][580/940] lr: 1.000e-03, eta: 3:49:54, time: 0.697, data_time: 0.005, memory: 8343, top1_acc: 0.6908, top5_acc: 0.8617, loss_cls: 1.2711, loss: 1.2711, grad_norm: 5.3655 2020-08-16 08:25:39,638 - mmaction - INFO - Epoch [80][600/940] lr: 1.000e-03, eta: 3:49:40, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.6902, top5_acc: 0.8656, loss_cls: 1.2966, loss: 1.2966, grad_norm: 5.5340 2020-08-16 08:25:54,176 - mmaction - INFO - Epoch [80][620/940] lr: 1.000e-03, eta: 3:49:25, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.6805, top5_acc: 0.8633, loss_cls: 1.3224, loss: 1.3224, grad_norm: 5.5561 2020-08-16 08:26:08,707 - mmaction - INFO - Epoch [80][640/940] lr: 1.000e-03, eta: 3:49:11, time: 0.724, data_time: 0.006, memory: 8343, top1_acc: 0.6871, top5_acc: 0.8574, loss_cls: 1.3142, loss: 1.3142, grad_norm: 5.4827 2020-08-16 08:26:22,139 - mmaction - INFO - Epoch [80][660/940] lr: 1.000e-03, eta: 3:48:56, time: 0.675, data_time: 0.007, memory: 8343, top1_acc: 0.6867, top5_acc: 0.8594, loss_cls: 1.3084, loss: 1.3084, grad_norm: 5.4441 2020-08-16 08:26:36,895 - mmaction - INFO - Epoch [80][680/940] lr: 1.000e-03, eta: 3:48:42, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.6871, top5_acc: 0.8623, loss_cls: 1.3026, loss: 1.3026, grad_norm: 5.5039 2020-08-16 08:26:51,317 - mmaction - INFO - Epoch [80][700/940] lr: 1.000e-03, eta: 3:48:28, time: 0.721, data_time: 0.003, memory: 8343, top1_acc: 0.6846, top5_acc: 0.8631, loss_cls: 1.2896, loss: 1.2896, grad_norm: 5.4465 2020-08-16 08:27:05,410 - mmaction - INFO - Epoch [80][720/940] lr: 1.000e-03, eta: 3:48:13, time: 0.703, data_time: 0.005, memory: 8343, top1_acc: 0.6836, top5_acc: 0.8602, loss_cls: 1.3138, loss: 1.3138, grad_norm: 5.5365 2020-08-16 08:27:19,455 - mmaction - INFO - Epoch [80][740/940] lr: 1.000e-03, eta: 3:47:59, time: 0.703, data_time: 0.005, memory: 8343, top1_acc: 0.6814, top5_acc: 0.8658, loss_cls: 1.2902, loss: 1.2902, grad_norm: 5.4381 2020-08-16 08:27:33,597 - mmaction - INFO - Epoch [80][760/940] lr: 1.000e-03, eta: 3:47:44, time: 0.705, data_time: 0.006, memory: 8343, top1_acc: 0.6842, top5_acc: 0.8645, loss_cls: 1.2964, loss: 1.2964, grad_norm: 5.3667 2020-08-16 08:27:48,352 - mmaction - INFO - Epoch [80][780/940] lr: 1.000e-03, eta: 3:47:30, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.6715, top5_acc: 0.8518, loss_cls: 1.3527, loss: 1.3527, grad_norm: 5.5560 2020-08-16 08:28:02,975 - mmaction - INFO - Epoch [80][800/940] lr: 1.000e-03, eta: 3:47:16, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.6801, top5_acc: 0.8574, loss_cls: 1.3247, loss: 1.3247, grad_norm: 5.5027 2020-08-16 08:28:18,022 - mmaction - INFO - Epoch [80][820/940] lr: 1.000e-03, eta: 3:47:01, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8631, loss_cls: 1.3193, loss: 1.3193, grad_norm: 5.5175 2020-08-16 08:28:31,532 - mmaction - INFO - Epoch [80][840/940] lr: 1.000e-03, eta: 3:46:47, time: 0.674, data_time: 0.007, memory: 8343, top1_acc: 0.6822, top5_acc: 0.8609, loss_cls: 1.3051, loss: 1.3051, grad_norm: 5.4205 2020-08-16 08:28:45,702 - mmaction - INFO - Epoch [80][860/940] lr: 1.000e-03, eta: 3:46:32, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.6820, top5_acc: 0.8539, loss_cls: 1.3234, loss: 1.3234, grad_norm: 5.4218 2020-08-16 08:29:00,149 - mmaction - INFO - Epoch [80][880/940] lr: 1.000e-03, eta: 3:46:18, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.6920, top5_acc: 0.8680, loss_cls: 1.2820, loss: 1.2820, grad_norm: 5.3748 2020-08-16 08:29:14,808 - mmaction - INFO - Epoch [80][900/940] lr: 1.000e-03, eta: 3:46:03, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.6789, top5_acc: 0.8625, loss_cls: 1.3129, loss: 1.3129, grad_norm: 5.5441 2020-08-16 08:29:28,728 - mmaction - INFO - Epoch [80][920/940] lr: 1.000e-03, eta: 3:45:49, time: 0.696, data_time: 0.006, memory: 8343, top1_acc: 0.6793, top5_acc: 0.8590, loss_cls: 1.3101, loss: 1.3101, grad_norm: 5.4722 2020-08-16 08:29:43,139 - mmaction - INFO - Epoch [80][940/940] lr: 1.000e-03, eta: 3:45:35, time: 0.719, data_time: 0.007, memory: 8343, top1_acc: 0.6750, top5_acc: 0.8642, loss_cls: 1.3080, loss: 1.3080, grad_norm: 5.5157 2020-08-16 08:29:43,620 - mmaction - INFO - Saving checkpoint at 80 epochs 2020-08-16 08:30:04,654 - mmaction - INFO - Epoch [81][20/940] lr: 1.000e-04, eta: 3:45:22, time: 1.020, data_time: 0.410, memory: 8343, top1_acc: 0.6867, top5_acc: 0.8627, loss_cls: 1.2924, loss: 1.2924, grad_norm: 5.4754 2020-08-16 08:30:17,621 - mmaction - INFO - Epoch [81][40/940] lr: 1.000e-04, eta: 3:45:07, time: 0.650, data_time: 0.003, memory: 8343, top1_acc: 0.6945, top5_acc: 0.8723, loss_cls: 1.2614, loss: 1.2614, grad_norm: 5.4163 2020-08-16 08:30:31,976 - mmaction - INFO - Epoch [81][60/940] lr: 1.000e-04, eta: 3:44:52, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8570, loss_cls: 1.3102, loss: 1.3102, grad_norm: 5.4489 2020-08-16 08:30:45,935 - mmaction - INFO - Epoch [81][80/940] lr: 1.000e-04, eta: 3:44:38, time: 0.696, data_time: 0.006, memory: 8343, top1_acc: 0.6992, top5_acc: 0.8678, loss_cls: 1.2645, loss: 1.2645, grad_norm: 5.3287 2020-08-16 08:30:59,909 - mmaction - INFO - Epoch [81][100/940] lr: 1.000e-04, eta: 3:44:23, time: 0.700, data_time: 0.005, memory: 8343, top1_acc: 0.6836, top5_acc: 0.8639, loss_cls: 1.3042, loss: 1.3042, grad_norm: 5.3843 2020-08-16 08:31:14,090 - mmaction - INFO - Epoch [81][120/940] lr: 1.000e-04, eta: 3:44:09, time: 0.706, data_time: 0.005, memory: 8343, top1_acc: 0.6955, top5_acc: 0.8678, loss_cls: 1.2540, loss: 1.2540, grad_norm: 5.3647 2020-08-16 08:31:28,325 - mmaction - INFO - Epoch [81][140/940] lr: 1.000e-04, eta: 3:43:55, time: 0.714, data_time: 0.006, memory: 8343, top1_acc: 0.6898, top5_acc: 0.8740, loss_cls: 1.2444, loss: 1.2444, grad_norm: 5.3206 2020-08-16 08:31:44,059 - mmaction - INFO - Epoch [81][160/940] lr: 1.000e-04, eta: 3:43:41, time: 0.785, data_time: 0.006, memory: 8343, top1_acc: 0.7043, top5_acc: 0.8750, loss_cls: 1.2383, loss: 1.2383, grad_norm: 5.3754 2020-08-16 08:31:57,584 - mmaction - INFO - Epoch [81][180/940] lr: 1.000e-04, eta: 3:43:26, time: 0.678, data_time: 0.005, memory: 8343, top1_acc: 0.6963, top5_acc: 0.8744, loss_cls: 1.2421, loss: 1.2421, grad_norm: 5.2630 2020-08-16 08:32:11,665 - mmaction - INFO - Epoch [81][200/940] lr: 1.000e-04, eta: 3:43:11, time: 0.703, data_time: 0.002, memory: 8343, top1_acc: 0.6957, top5_acc: 0.8596, loss_cls: 1.2691, loss: 1.2691, grad_norm: 5.3923 2020-08-16 08:32:26,061 - mmaction - INFO - Epoch [81][220/940] lr: 1.000e-04, eta: 3:42:57, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8639, loss_cls: 1.3110, loss: 1.3110, grad_norm: 5.4658 2020-08-16 08:32:39,898 - mmaction - INFO - Epoch [81][240/940] lr: 1.000e-04, eta: 3:42:42, time: 0.693, data_time: 0.006, memory: 8343, top1_acc: 0.6797, top5_acc: 0.8551, loss_cls: 1.3302, loss: 1.3302, grad_norm: 5.5037 2020-08-16 08:32:54,302 - mmaction - INFO - Epoch [81][260/940] lr: 1.000e-04, eta: 3:42:28, time: 0.719, data_time: 0.007, memory: 8343, top1_acc: 0.6930, top5_acc: 0.8590, loss_cls: 1.2801, loss: 1.2801, grad_norm: 5.4580 2020-08-16 08:33:08,310 - mmaction - INFO - Epoch [81][280/940] lr: 1.000e-04, eta: 3:42:14, time: 0.702, data_time: 0.005, memory: 8343, top1_acc: 0.6838, top5_acc: 0.8678, loss_cls: 1.2975, loss: 1.2975, grad_norm: 5.5198 2020-08-16 08:33:23,032 - mmaction - INFO - Epoch [81][300/940] lr: 1.000e-04, eta: 3:41:59, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.6850, top5_acc: 0.8588, loss_cls: 1.3133, loss: 1.3133, grad_norm: 5.3525 2020-08-16 08:33:36,724 - mmaction - INFO - Epoch [81][320/940] lr: 1.000e-04, eta: 3:41:45, time: 0.686, data_time: 0.005, memory: 8343, top1_acc: 0.6777, top5_acc: 0.8635, loss_cls: 1.3015, loss: 1.3015, grad_norm: 5.5460 2020-08-16 08:33:50,737 - mmaction - INFO - Epoch [81][340/940] lr: 1.000e-04, eta: 3:41:30, time: 0.699, data_time: 0.005, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8701, loss_cls: 1.2621, loss: 1.2621, grad_norm: 5.4009 2020-08-16 08:34:05,781 - mmaction - INFO - Epoch [81][360/940] lr: 1.000e-04, eta: 3:41:16, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.6967, top5_acc: 0.8678, loss_cls: 1.2499, loss: 1.2499, grad_norm: 5.3788 2020-08-16 08:34:19,891 - mmaction - INFO - Epoch [81][380/940] lr: 1.000e-04, eta: 3:41:01, time: 0.703, data_time: 0.005, memory: 8343, top1_acc: 0.6936, top5_acc: 0.8584, loss_cls: 1.2945, loss: 1.2945, grad_norm: 5.4235 2020-08-16 08:34:34,483 - mmaction - INFO - Epoch [81][400/940] lr: 1.000e-04, eta: 3:40:47, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8678, loss_cls: 1.2828, loss: 1.2828, grad_norm: 5.4356 2020-08-16 08:34:48,678 - mmaction - INFO - Epoch [81][420/940] lr: 1.000e-04, eta: 3:40:33, time: 0.706, data_time: 0.007, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8756, loss_cls: 1.2484, loss: 1.2484, grad_norm: 5.3815 2020-08-16 08:35:03,182 - mmaction - INFO - Epoch [81][440/940] lr: 1.000e-04, eta: 3:40:18, time: 0.729, data_time: 0.007, memory: 8343, top1_acc: 0.6805, top5_acc: 0.8588, loss_cls: 1.3207, loss: 1.3207, grad_norm: 5.5390 2020-08-16 08:35:17,279 - mmaction - INFO - Epoch [81][460/940] lr: 1.000e-04, eta: 3:40:04, time: 0.705, data_time: 0.002, memory: 8343, top1_acc: 0.6867, top5_acc: 0.8551, loss_cls: 1.3117, loss: 1.3117, grad_norm: 5.4999 2020-08-16 08:35:31,651 - mmaction - INFO - Epoch [81][480/940] lr: 1.000e-04, eta: 3:39:49, time: 0.717, data_time: 0.006, memory: 8343, top1_acc: 0.6936, top5_acc: 0.8674, loss_cls: 1.2783, loss: 1.2783, grad_norm: 5.4055 2020-08-16 08:35:45,527 - mmaction - INFO - Epoch [81][500/940] lr: 1.000e-04, eta: 3:39:35, time: 0.695, data_time: 0.005, memory: 8343, top1_acc: 0.6861, top5_acc: 0.8732, loss_cls: 1.2620, loss: 1.2620, grad_norm: 5.4572 2020-08-16 08:35:59,377 - mmaction - INFO - Epoch [81][520/940] lr: 1.000e-04, eta: 3:39:20, time: 0.693, data_time: 0.002, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8738, loss_cls: 1.2636, loss: 1.2636, grad_norm: 5.3693 2020-08-16 08:36:13,329 - mmaction - INFO - Epoch [81][540/940] lr: 1.000e-04, eta: 3:39:06, time: 0.696, data_time: 0.005, memory: 8343, top1_acc: 0.7008, top5_acc: 0.8721, loss_cls: 1.2331, loss: 1.2331, grad_norm: 5.3736 2020-08-16 08:36:27,614 - mmaction - INFO - Epoch [81][560/940] lr: 1.000e-04, eta: 3:38:51, time: 0.716, data_time: 0.005, memory: 8343, top1_acc: 0.6980, top5_acc: 0.8658, loss_cls: 1.2515, loss: 1.2515, grad_norm: 5.3795 2020-08-16 08:36:41,759 - mmaction - INFO - Epoch [81][580/940] lr: 1.000e-04, eta: 3:38:37, time: 0.706, data_time: 0.006, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8650, loss_cls: 1.2607, loss: 1.2607, grad_norm: 5.3487 2020-08-16 08:36:56,380 - mmaction - INFO - Epoch [81][600/940] lr: 1.000e-04, eta: 3:38:23, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.6842, top5_acc: 0.8658, loss_cls: 1.2893, loss: 1.2893, grad_norm: 5.4506 2020-08-16 08:37:10,518 - mmaction - INFO - Epoch [81][620/940] lr: 1.000e-04, eta: 3:38:08, time: 0.706, data_time: 0.006, memory: 8343, top1_acc: 0.6910, top5_acc: 0.8650, loss_cls: 1.2718, loss: 1.2718, grad_norm: 5.3669 2020-08-16 08:37:25,394 - mmaction - INFO - Epoch [81][640/940] lr: 1.000e-04, eta: 3:37:54, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.6918, top5_acc: 0.8682, loss_cls: 1.2759, loss: 1.2759, grad_norm: 5.4619 2020-08-16 08:37:40,018 - mmaction - INFO - Epoch [81][660/940] lr: 1.000e-04, eta: 3:37:40, time: 0.730, data_time: 0.006, memory: 8343, top1_acc: 0.6887, top5_acc: 0.8666, loss_cls: 1.2672, loss: 1.2672, grad_norm: 5.4294 2020-08-16 08:37:55,219 - mmaction - INFO - Epoch [81][680/940] lr: 1.000e-04, eta: 3:37:25, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.6838, top5_acc: 0.8600, loss_cls: 1.2924, loss: 1.2924, grad_norm: 5.5150 2020-08-16 08:38:08,909 - mmaction - INFO - Epoch [81][700/940] lr: 1.000e-04, eta: 3:37:11, time: 0.684, data_time: 0.002, memory: 8343, top1_acc: 0.6811, top5_acc: 0.8594, loss_cls: 1.3237, loss: 1.3237, grad_norm: 5.5327 2020-08-16 08:38:23,079 - mmaction - INFO - Epoch [81][720/940] lr: 1.000e-04, eta: 3:36:56, time: 0.706, data_time: 0.006, memory: 8343, top1_acc: 0.6883, top5_acc: 0.8623, loss_cls: 1.2886, loss: 1.2886, grad_norm: 5.3964 2020-08-16 08:38:37,078 - mmaction - INFO - Epoch [81][740/940] lr: 1.000e-04, eta: 3:36:42, time: 0.702, data_time: 0.006, memory: 8343, top1_acc: 0.6850, top5_acc: 0.8576, loss_cls: 1.2924, loss: 1.2924, grad_norm: 5.4638 2020-08-16 08:38:51,261 - mmaction - INFO - Epoch [81][760/940] lr: 1.000e-04, eta: 3:36:27, time: 0.707, data_time: 0.005, memory: 8343, top1_acc: 0.6930, top5_acc: 0.8674, loss_cls: 1.2869, loss: 1.2869, grad_norm: 5.4830 2020-08-16 08:39:06,577 - mmaction - INFO - Epoch [81][780/940] lr: 1.000e-04, eta: 3:36:13, time: 0.768, data_time: 0.006, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8686, loss_cls: 1.2691, loss: 1.2691, grad_norm: 5.3880 2020-08-16 08:39:20,626 - mmaction - INFO - Epoch [81][800/940] lr: 1.000e-04, eta: 3:35:59, time: 0.702, data_time: 0.005, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8656, loss_cls: 1.2821, loss: 1.2821, grad_norm: 5.4287 2020-08-16 08:39:34,298 - mmaction - INFO - Epoch [81][820/940] lr: 1.000e-04, eta: 3:35:44, time: 0.684, data_time: 0.003, memory: 8343, top1_acc: 0.6930, top5_acc: 0.8658, loss_cls: 1.2635, loss: 1.2635, grad_norm: 5.3751 2020-08-16 08:39:49,537 - mmaction - INFO - Epoch [81][840/940] lr: 1.000e-04, eta: 3:35:30, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8654, loss_cls: 1.2646, loss: 1.2646, grad_norm: 5.3722 2020-08-16 08:40:03,509 - mmaction - INFO - Epoch [81][860/940] lr: 1.000e-04, eta: 3:35:15, time: 0.701, data_time: 0.006, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8627, loss_cls: 1.2868, loss: 1.2868, grad_norm: 5.4544 2020-08-16 08:40:18,146 - mmaction - INFO - Epoch [81][880/940] lr: 1.000e-04, eta: 3:35:01, time: 0.732, data_time: 0.002, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8783, loss_cls: 1.2174, loss: 1.2174, grad_norm: 5.3559 2020-08-16 08:40:32,575 - mmaction - INFO - Epoch [81][900/940] lr: 1.000e-04, eta: 3:34:47, time: 0.719, data_time: 0.006, memory: 8343, top1_acc: 0.6959, top5_acc: 0.8760, loss_cls: 1.2511, loss: 1.2511, grad_norm: 5.4232 2020-08-16 08:40:46,710 - mmaction - INFO - Epoch [81][920/940] lr: 1.000e-04, eta: 3:34:32, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.6988, top5_acc: 0.8631, loss_cls: 1.2658, loss: 1.2658, grad_norm: 5.4485 2020-08-16 08:41:01,381 - mmaction - INFO - Epoch [81][940/940] lr: 1.000e-04, eta: 3:34:18, time: 0.732, data_time: 0.004, memory: 8343, top1_acc: 0.6961, top5_acc: 0.8695, loss_cls: 1.2504, loss: 1.2504, grad_norm: 5.4619 2020-08-16 08:41:22,731 - mmaction - INFO - Epoch [82][20/940] lr: 1.000e-04, eta: 3:34:05, time: 1.042, data_time: 0.420, memory: 8343, top1_acc: 0.6930, top5_acc: 0.8682, loss_cls: 1.2462, loss: 1.2462, grad_norm: 5.3858 2020-08-16 08:41:35,910 - mmaction - INFO - Epoch [82][40/940] lr: 1.000e-04, eta: 3:33:50, time: 0.659, data_time: 0.006, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8662, loss_cls: 1.2892, loss: 1.2892, grad_norm: 5.4725 2020-08-16 08:41:50,211 - mmaction - INFO - Epoch [82][60/940] lr: 1.000e-04, eta: 3:33:36, time: 0.714, data_time: 0.003, memory: 8343, top1_acc: 0.7061, top5_acc: 0.8721, loss_cls: 1.2481, loss: 1.2481, grad_norm: 5.4291 2020-08-16 08:42:04,275 - mmaction - INFO - Epoch [82][80/940] lr: 1.000e-04, eta: 3:33:21, time: 0.699, data_time: 0.007, memory: 8343, top1_acc: 0.6830, top5_acc: 0.8607, loss_cls: 1.3167, loss: 1.3167, grad_norm: 5.5309 2020-08-16 08:42:19,726 - mmaction - INFO - Epoch [82][100/940] lr: 1.000e-04, eta: 3:33:07, time: 0.777, data_time: 0.008, memory: 8343, top1_acc: 0.6838, top5_acc: 0.8605, loss_cls: 1.2950, loss: 1.2950, grad_norm: 5.4524 2020-08-16 08:42:33,191 - mmaction - INFO - Epoch [82][120/940] lr: 1.000e-04, eta: 3:32:53, time: 0.672, data_time: 0.006, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8688, loss_cls: 1.2660, loss: 1.2660, grad_norm: 5.4269 2020-08-16 08:42:48,540 - mmaction - INFO - Epoch [82][140/940] lr: 1.000e-04, eta: 3:32:38, time: 0.769, data_time: 0.005, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8598, loss_cls: 1.3113, loss: 1.3113, grad_norm: 5.5063 2020-08-16 08:43:03,172 - mmaction - INFO - Epoch [82][160/940] lr: 1.000e-04, eta: 3:32:24, time: 0.732, data_time: 0.002, memory: 8343, top1_acc: 0.6926, top5_acc: 0.8596, loss_cls: 1.2805, loss: 1.2805, grad_norm: 5.3708 2020-08-16 08:43:16,820 - mmaction - INFO - Epoch [82][180/940] lr: 1.000e-04, eta: 3:32:10, time: 0.680, data_time: 0.006, memory: 8343, top1_acc: 0.7006, top5_acc: 0.8746, loss_cls: 1.2378, loss: 1.2378, grad_norm: 5.3222 2020-08-16 08:43:31,232 - mmaction - INFO - Epoch [82][200/940] lr: 1.000e-04, eta: 3:31:55, time: 0.722, data_time: 0.006, memory: 8343, top1_acc: 0.6941, top5_acc: 0.8691, loss_cls: 1.2571, loss: 1.2571, grad_norm: 5.3389 2020-08-16 08:43:45,507 - mmaction - INFO - Epoch [82][220/940] lr: 1.000e-04, eta: 3:31:41, time: 0.714, data_time: 0.007, memory: 8343, top1_acc: 0.6955, top5_acc: 0.8680, loss_cls: 1.2705, loss: 1.2705, grad_norm: 5.4209 2020-08-16 08:43:59,381 - mmaction - INFO - Epoch [82][240/940] lr: 1.000e-04, eta: 3:31:26, time: 0.694, data_time: 0.004, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8631, loss_cls: 1.2771, loss: 1.2771, grad_norm: 5.4291 2020-08-16 08:44:14,914 - mmaction - INFO - Epoch [82][260/940] lr: 1.000e-04, eta: 3:31:12, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.6850, top5_acc: 0.8660, loss_cls: 1.2858, loss: 1.2858, grad_norm: 5.5094 2020-08-16 08:44:29,040 - mmaction - INFO - Epoch [82][280/940] lr: 1.000e-04, eta: 3:30:58, time: 0.708, data_time: 0.005, memory: 8343, top1_acc: 0.6961, top5_acc: 0.8645, loss_cls: 1.2594, loss: 1.2594, grad_norm: 5.3442 2020-08-16 08:44:43,741 - mmaction - INFO - Epoch [82][300/940] lr: 1.000e-04, eta: 3:30:43, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.6877, top5_acc: 0.8641, loss_cls: 1.2888, loss: 1.2888, grad_norm: 5.4155 2020-08-16 08:44:57,536 - mmaction - INFO - Epoch [82][320/940] lr: 1.000e-04, eta: 3:30:29, time: 0.692, data_time: 0.006, memory: 8343, top1_acc: 0.6898, top5_acc: 0.8691, loss_cls: 1.2761, loss: 1.2761, grad_norm: 5.4744 2020-08-16 08:45:12,027 - mmaction - INFO - Epoch [82][340/940] lr: 1.000e-04, eta: 3:30:14, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.7014, top5_acc: 0.8764, loss_cls: 1.2377, loss: 1.2377, grad_norm: 5.3333 2020-08-16 08:45:26,558 - mmaction - INFO - Epoch [82][360/940] lr: 1.000e-04, eta: 3:30:00, time: 0.730, data_time: 0.007, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8646, loss_cls: 1.2653, loss: 1.2653, grad_norm: 5.3734 2020-08-16 08:45:40,530 - mmaction - INFO - Epoch [82][380/940] lr: 1.000e-04, eta: 3:29:45, time: 0.697, data_time: 0.006, memory: 8343, top1_acc: 0.6937, top5_acc: 0.8682, loss_cls: 1.2593, loss: 1.2593, grad_norm: 5.4501 2020-08-16 08:45:55,048 - mmaction - INFO - Epoch [82][400/940] lr: 1.000e-04, eta: 3:29:31, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.6992, top5_acc: 0.8686, loss_cls: 1.2371, loss: 1.2371, grad_norm: 5.3851 2020-08-16 08:46:09,773 - mmaction - INFO - Epoch [82][420/940] lr: 1.000e-04, eta: 3:29:17, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.6883, top5_acc: 0.8645, loss_cls: 1.2954, loss: 1.2954, grad_norm: 5.5190 2020-08-16 08:46:24,283 - mmaction - INFO - Epoch [82][440/940] lr: 1.000e-04, eta: 3:29:02, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.6926, top5_acc: 0.8656, loss_cls: 1.2611, loss: 1.2611, grad_norm: 5.4556 2020-08-16 08:46:38,881 - mmaction - INFO - Epoch [82][460/940] lr: 1.000e-04, eta: 3:28:48, time: 0.728, data_time: 0.007, memory: 8343, top1_acc: 0.6930, top5_acc: 0.8635, loss_cls: 1.3064, loss: 1.3064, grad_norm: 5.4038 2020-08-16 08:46:52,804 - mmaction - INFO - Epoch [82][480/940] lr: 1.000e-04, eta: 3:28:34, time: 0.698, data_time: 0.006, memory: 8343, top1_acc: 0.6961, top5_acc: 0.8719, loss_cls: 1.2417, loss: 1.2417, grad_norm: 5.3266 2020-08-16 08:47:07,405 - mmaction - INFO - Epoch [82][500/940] lr: 1.000e-04, eta: 3:28:19, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.6930, top5_acc: 0.8678, loss_cls: 1.2581, loss: 1.2581, grad_norm: 5.3954 2020-08-16 08:47:21,560 - mmaction - INFO - Epoch [82][520/940] lr: 1.000e-04, eta: 3:28:05, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8652, loss_cls: 1.2977, loss: 1.2977, grad_norm: 5.4475 2020-08-16 08:47:36,424 - mmaction - INFO - Epoch [82][540/940] lr: 1.000e-04, eta: 3:27:50, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.6893, top5_acc: 0.8670, loss_cls: 1.2802, loss: 1.2802, grad_norm: 5.5031 2020-08-16 08:47:50,654 - mmaction - INFO - Epoch [82][560/940] lr: 1.000e-04, eta: 3:27:36, time: 0.715, data_time: 0.007, memory: 8343, top1_acc: 0.6787, top5_acc: 0.8652, loss_cls: 1.3028, loss: 1.3028, grad_norm: 5.5610 2020-08-16 08:48:05,428 - mmaction - INFO - Epoch [82][580/940] lr: 1.000e-04, eta: 3:27:22, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.6957, top5_acc: 0.8711, loss_cls: 1.2421, loss: 1.2421, grad_norm: 5.3713 2020-08-16 08:48:20,177 - mmaction - INFO - Epoch [82][600/940] lr: 1.000e-04, eta: 3:27:07, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.6881, top5_acc: 0.8670, loss_cls: 1.2756, loss: 1.2756, grad_norm: 5.4661 2020-08-16 08:48:34,154 - mmaction - INFO - Epoch [82][620/940] lr: 1.000e-04, eta: 3:26:53, time: 0.696, data_time: 0.006, memory: 8343, top1_acc: 0.6871, top5_acc: 0.8631, loss_cls: 1.2912, loss: 1.2912, grad_norm: 5.4344 2020-08-16 08:48:48,233 - mmaction - INFO - Epoch [82][640/940] lr: 1.000e-04, eta: 3:26:38, time: 0.707, data_time: 0.007, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8738, loss_cls: 1.2255, loss: 1.2255, grad_norm: 5.2958 2020-08-16 08:49:02,882 - mmaction - INFO - Epoch [82][660/940] lr: 1.000e-04, eta: 3:26:24, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.6881, top5_acc: 0.8625, loss_cls: 1.2891, loss: 1.2891, grad_norm: 5.4940 2020-08-16 08:49:17,669 - mmaction - INFO - Epoch [82][680/940] lr: 1.000e-04, eta: 3:26:10, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.6961, top5_acc: 0.8721, loss_cls: 1.2444, loss: 1.2444, grad_norm: 5.4276 2020-08-16 08:49:32,413 - mmaction - INFO - Epoch [82][700/940] lr: 1.000e-04, eta: 3:25:55, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.6930, top5_acc: 0.8666, loss_cls: 1.2797, loss: 1.2797, grad_norm: 5.4732 2020-08-16 08:49:46,387 - mmaction - INFO - Epoch [82][720/940] lr: 1.000e-04, eta: 3:25:41, time: 0.699, data_time: 0.004, memory: 8343, top1_acc: 0.7027, top5_acc: 0.8750, loss_cls: 1.2281, loss: 1.2281, grad_norm: 5.3009 2020-08-16 08:50:01,306 - mmaction - INFO - Epoch [82][740/940] lr: 1.000e-04, eta: 3:25:27, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.6912, top5_acc: 0.8686, loss_cls: 1.2841, loss: 1.2841, grad_norm: 5.5217 2020-08-16 08:50:15,191 - mmaction - INFO - Epoch [82][760/940] lr: 1.000e-04, eta: 3:25:12, time: 0.696, data_time: 0.006, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8686, loss_cls: 1.2731, loss: 1.2731, grad_norm: 5.4224 2020-08-16 08:50:29,738 - mmaction - INFO - Epoch [82][780/940] lr: 1.000e-04, eta: 3:24:58, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.6871, top5_acc: 0.8643, loss_cls: 1.3101, loss: 1.3101, grad_norm: 5.5052 2020-08-16 08:50:44,016 - mmaction - INFO - Epoch [82][800/940] lr: 1.000e-04, eta: 3:24:43, time: 0.716, data_time: 0.006, memory: 8343, top1_acc: 0.6975, top5_acc: 0.8727, loss_cls: 1.2473, loss: 1.2473, grad_norm: 5.2966 2020-08-16 08:50:58,407 - mmaction - INFO - Epoch [82][820/940] lr: 1.000e-04, eta: 3:24:29, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.6809, top5_acc: 0.8609, loss_cls: 1.3131, loss: 1.3131, grad_norm: 5.5372 2020-08-16 08:51:12,508 - mmaction - INFO - Epoch [82][840/940] lr: 1.000e-04, eta: 3:24:14, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8623, loss_cls: 1.2933, loss: 1.2933, grad_norm: 5.4967 2020-08-16 08:51:27,323 - mmaction - INFO - Epoch [82][860/940] lr: 1.000e-04, eta: 3:24:00, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.6947, top5_acc: 0.8600, loss_cls: 1.2654, loss: 1.2654, grad_norm: 5.3935 2020-08-16 08:51:41,200 - mmaction - INFO - Epoch [82][880/940] lr: 1.000e-04, eta: 3:23:46, time: 0.696, data_time: 0.006, memory: 8343, top1_acc: 0.6914, top5_acc: 0.8662, loss_cls: 1.2733, loss: 1.2733, grad_norm: 5.4403 2020-08-16 08:51:56,205 - mmaction - INFO - Epoch [82][900/940] lr: 1.000e-04, eta: 3:23:31, time: 0.750, data_time: 0.007, memory: 8343, top1_acc: 0.6826, top5_acc: 0.8691, loss_cls: 1.2758, loss: 1.2758, grad_norm: 5.5475 2020-08-16 08:52:10,683 - mmaction - INFO - Epoch [82][920/940] lr: 1.000e-04, eta: 3:23:17, time: 0.724, data_time: 0.004, memory: 8343, top1_acc: 0.6797, top5_acc: 0.8566, loss_cls: 1.3055, loss: 1.3055, grad_norm: 5.5422 2020-08-16 08:52:24,474 - mmaction - INFO - Epoch [82][940/940] lr: 1.000e-04, eta: 3:23:02, time: 0.690, data_time: 0.003, memory: 8343, top1_acc: 0.6992, top5_acc: 0.8709, loss_cls: 1.2513, loss: 1.2513, grad_norm: 5.4234 2020-08-16 08:52:45,900 - mmaction - INFO - Epoch [83][20/940] lr: 1.000e-04, eta: 3:22:49, time: 1.051, data_time: 0.435, memory: 8343, top1_acc: 0.6980, top5_acc: 0.8721, loss_cls: 1.2618, loss: 1.2618, grad_norm: 5.3428 2020-08-16 08:52:59,103 - mmaction - INFO - Epoch [83][40/940] lr: 1.000e-04, eta: 3:22:35, time: 0.657, data_time: 0.005, memory: 8343, top1_acc: 0.6832, top5_acc: 0.8596, loss_cls: 1.3094, loss: 1.3094, grad_norm: 5.5517 2020-08-16 08:53:13,154 - mmaction - INFO - Epoch [83][60/940] lr: 1.000e-04, eta: 3:22:20, time: 0.706, data_time: 0.006, memory: 8343, top1_acc: 0.6879, top5_acc: 0.8678, loss_cls: 1.2854, loss: 1.2854, grad_norm: 5.4494 2020-08-16 08:53:27,044 - mmaction - INFO - Epoch [83][80/940] lr: 1.000e-04, eta: 3:22:06, time: 0.693, data_time: 0.006, memory: 8343, top1_acc: 0.7008, top5_acc: 0.8701, loss_cls: 1.2585, loss: 1.2585, grad_norm: 5.4270 2020-08-16 08:53:41,206 - mmaction - INFO - Epoch [83][100/940] lr: 1.000e-04, eta: 3:21:51, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.7049, top5_acc: 0.8721, loss_cls: 1.2367, loss: 1.2367, grad_norm: 5.3671 2020-08-16 08:53:55,920 - mmaction - INFO - Epoch [83][120/940] lr: 1.000e-04, eta: 3:21:37, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.6908, top5_acc: 0.8641, loss_cls: 1.2708, loss: 1.2708, grad_norm: 5.3735 2020-08-16 08:54:10,406 - mmaction - INFO - Epoch [83][140/940] lr: 1.000e-04, eta: 3:21:23, time: 0.724, data_time: 0.002, memory: 8343, top1_acc: 0.6959, top5_acc: 0.8705, loss_cls: 1.2610, loss: 1.2610, grad_norm: 5.4545 2020-08-16 08:54:25,001 - mmaction - INFO - Epoch [83][160/940] lr: 1.000e-04, eta: 3:21:08, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.6830, top5_acc: 0.8729, loss_cls: 1.2973, loss: 1.2973, grad_norm: 5.5899 2020-08-16 08:54:38,965 - mmaction - INFO - Epoch [83][180/940] lr: 1.000e-04, eta: 3:20:54, time: 0.697, data_time: 0.006, memory: 8343, top1_acc: 0.6918, top5_acc: 0.8629, loss_cls: 1.3034, loss: 1.3034, grad_norm: 5.4907 2020-08-16 08:54:53,542 - mmaction - INFO - Epoch [83][200/940] lr: 1.000e-04, eta: 3:20:39, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.6910, top5_acc: 0.8680, loss_cls: 1.2658, loss: 1.2658, grad_norm: 5.4559 2020-08-16 08:55:08,254 - mmaction - INFO - Epoch [83][220/940] lr: 1.000e-04, eta: 3:20:25, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.6961, top5_acc: 0.8680, loss_cls: 1.2653, loss: 1.2653, grad_norm: 5.4064 2020-08-16 08:55:23,232 - mmaction - INFO - Epoch [83][240/940] lr: 1.000e-04, eta: 3:20:11, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.6955, top5_acc: 0.8670, loss_cls: 1.2521, loss: 1.2521, grad_norm: 5.4150 2020-08-16 08:55:37,248 - mmaction - INFO - Epoch [83][260/940] lr: 1.000e-04, eta: 3:19:56, time: 0.699, data_time: 0.006, memory: 8343, top1_acc: 0.6939, top5_acc: 0.8730, loss_cls: 1.2469, loss: 1.2469, grad_norm: 5.4386 2020-08-16 08:55:51,869 - mmaction - INFO - Epoch [83][280/940] lr: 1.000e-04, eta: 3:19:42, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.6926, top5_acc: 0.8727, loss_cls: 1.2600, loss: 1.2600, grad_norm: 5.3719 2020-08-16 08:56:07,347 - mmaction - INFO - Epoch [83][300/940] lr: 1.000e-04, eta: 3:19:28, time: 0.772, data_time: 0.006, memory: 8343, top1_acc: 0.6930, top5_acc: 0.8717, loss_cls: 1.2637, loss: 1.2637, grad_norm: 5.4607 2020-08-16 08:56:22,132 - mmaction - INFO - Epoch [83][320/940] lr: 1.000e-04, eta: 3:19:13, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.6898, top5_acc: 0.8709, loss_cls: 1.2851, loss: 1.2851, grad_norm: 5.4405 2020-08-16 08:56:37,344 - mmaction - INFO - Epoch [83][340/940] lr: 1.000e-04, eta: 3:18:59, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.6986, top5_acc: 0.8748, loss_cls: 1.2187, loss: 1.2187, grad_norm: 5.3629 2020-08-16 08:56:50,803 - mmaction - INFO - Epoch [83][360/940] lr: 1.000e-04, eta: 3:18:45, time: 0.676, data_time: 0.007, memory: 8343, top1_acc: 0.7043, top5_acc: 0.8684, loss_cls: 1.2378, loss: 1.2378, grad_norm: 5.3276 2020-08-16 08:57:05,513 - mmaction - INFO - Epoch [83][380/940] lr: 1.000e-04, eta: 3:18:30, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.6941, top5_acc: 0.8680, loss_cls: 1.2735, loss: 1.2735, grad_norm: 5.5634 2020-08-16 08:57:20,309 - mmaction - INFO - Epoch [83][400/940] lr: 1.000e-04, eta: 3:18:16, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8646, loss_cls: 1.2703, loss: 1.2703, grad_norm: 5.3789 2020-08-16 08:57:35,779 - mmaction - INFO - Epoch [83][420/940] lr: 1.000e-04, eta: 3:18:02, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8695, loss_cls: 1.2608, loss: 1.2608, grad_norm: 5.3678 2020-08-16 08:57:49,176 - mmaction - INFO - Epoch [83][440/940] lr: 1.000e-04, eta: 3:17:47, time: 0.673, data_time: 0.007, memory: 8343, top1_acc: 0.6992, top5_acc: 0.8781, loss_cls: 1.2298, loss: 1.2298, grad_norm: 5.4155 2020-08-16 08:58:03,562 - mmaction - INFO - Epoch [83][460/940] lr: 1.000e-04, eta: 3:17:33, time: 0.719, data_time: 0.006, memory: 8343, top1_acc: 0.7160, top5_acc: 0.8779, loss_cls: 1.1897, loss: 1.1897, grad_norm: 5.2381 2020-08-16 08:58:17,888 - mmaction - INFO - Epoch [83][480/940] lr: 1.000e-04, eta: 3:17:18, time: 0.715, data_time: 0.006, memory: 8343, top1_acc: 0.6928, top5_acc: 0.8703, loss_cls: 1.2711, loss: 1.2711, grad_norm: 5.4638 2020-08-16 08:58:32,064 - mmaction - INFO - Epoch [83][500/940] lr: 1.000e-04, eta: 3:17:04, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8666, loss_cls: 1.2849, loss: 1.2849, grad_norm: 5.4496 2020-08-16 08:58:46,085 - mmaction - INFO - Epoch [83][520/940] lr: 1.000e-04, eta: 3:16:49, time: 0.700, data_time: 0.006, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8633, loss_cls: 1.2684, loss: 1.2684, grad_norm: 5.3062 2020-08-16 08:59:01,106 - mmaction - INFO - Epoch [83][540/940] lr: 1.000e-04, eta: 3:16:35, time: 0.752, data_time: 0.004, memory: 8343, top1_acc: 0.6934, top5_acc: 0.8699, loss_cls: 1.2645, loss: 1.2645, grad_norm: 5.3852 2020-08-16 08:59:15,100 - mmaction - INFO - Epoch [83][560/940] lr: 1.000e-04, eta: 3:16:21, time: 0.696, data_time: 0.007, memory: 8343, top1_acc: 0.6736, top5_acc: 0.8592, loss_cls: 1.3265, loss: 1.3265, grad_norm: 5.4677 2020-08-16 08:59:29,403 - mmaction - INFO - Epoch [83][580/940] lr: 1.000e-04, eta: 3:16:06, time: 0.719, data_time: 0.007, memory: 8343, top1_acc: 0.6949, top5_acc: 0.8723, loss_cls: 1.2391, loss: 1.2391, grad_norm: 5.3985 2020-08-16 08:59:43,732 - mmaction - INFO - Epoch [83][600/940] lr: 1.000e-04, eta: 3:15:52, time: 0.713, data_time: 0.007, memory: 8343, top1_acc: 0.6941, top5_acc: 0.8688, loss_cls: 1.2574, loss: 1.2574, grad_norm: 5.3940 2020-08-16 08:59:59,701 - mmaction - INFO - Epoch [83][620/940] lr: 1.000e-04, eta: 3:15:38, time: 0.802, data_time: 0.007, memory: 8343, top1_acc: 0.6996, top5_acc: 0.8730, loss_cls: 1.2355, loss: 1.2355, grad_norm: 5.3648 2020-08-16 09:00:15,806 - mmaction - INFO - Epoch [83][640/940] lr: 1.000e-04, eta: 3:15:24, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.7053, top5_acc: 0.8754, loss_cls: 1.2162, loss: 1.2162, grad_norm: 5.2986 2020-08-16 09:00:30,593 - mmaction - INFO - Epoch [83][660/940] lr: 1.000e-04, eta: 3:15:09, time: 0.748, data_time: 0.027, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8650, loss_cls: 1.3039, loss: 1.3039, grad_norm: 5.5579 2020-08-16 09:00:45,573 - mmaction - INFO - Epoch [83][680/940] lr: 1.000e-04, eta: 3:14:55, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.6941, top5_acc: 0.8654, loss_cls: 1.2784, loss: 1.2784, grad_norm: 5.4283 2020-08-16 09:01:00,355 - mmaction - INFO - Epoch [83][700/940] lr: 1.000e-04, eta: 3:14:41, time: 0.742, data_time: 0.007, memory: 8343, top1_acc: 0.6949, top5_acc: 0.8674, loss_cls: 1.2602, loss: 1.2602, grad_norm: 5.4722 2020-08-16 09:01:14,270 - mmaction - INFO - Epoch [83][720/940] lr: 1.000e-04, eta: 3:14:26, time: 0.693, data_time: 0.007, memory: 8343, top1_acc: 0.6936, top5_acc: 0.8689, loss_cls: 1.2696, loss: 1.2696, grad_norm: 5.4525 2020-08-16 09:01:29,124 - mmaction - INFO - Epoch [83][740/940] lr: 1.000e-04, eta: 3:14:12, time: 0.746, data_time: 0.007, memory: 8343, top1_acc: 0.6863, top5_acc: 0.8611, loss_cls: 1.2864, loss: 1.2864, grad_norm: 5.4510 2020-08-16 09:01:43,421 - mmaction - INFO - Epoch [83][760/940] lr: 1.000e-04, eta: 3:13:58, time: 0.713, data_time: 0.006, memory: 8343, top1_acc: 0.6871, top5_acc: 0.8709, loss_cls: 1.2731, loss: 1.2731, grad_norm: 5.4305 2020-08-16 09:01:57,355 - mmaction - INFO - Epoch [83][780/940] lr: 1.000e-04, eta: 3:13:43, time: 0.699, data_time: 0.006, memory: 8343, top1_acc: 0.6973, top5_acc: 0.8652, loss_cls: 1.2768, loss: 1.2768, grad_norm: 5.4955 2020-08-16 09:02:12,193 - mmaction - INFO - Epoch [83][800/940] lr: 1.000e-04, eta: 3:13:29, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8637, loss_cls: 1.2904, loss: 1.2904, grad_norm: 5.4908 2020-08-16 09:02:27,146 - mmaction - INFO - Epoch [83][820/940] lr: 1.000e-04, eta: 3:13:14, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.6889, top5_acc: 0.8688, loss_cls: 1.2741, loss: 1.2741, grad_norm: 5.4298 2020-08-16 09:02:41,331 - mmaction - INFO - Epoch [83][840/940] lr: 1.000e-04, eta: 3:13:00, time: 0.706, data_time: 0.006, memory: 8343, top1_acc: 0.6879, top5_acc: 0.8643, loss_cls: 1.2802, loss: 1.2802, grad_norm: 5.3923 2020-08-16 09:02:55,364 - mmaction - INFO - Epoch [83][860/940] lr: 1.000e-04, eta: 3:12:45, time: 0.705, data_time: 0.007, memory: 8343, top1_acc: 0.7041, top5_acc: 0.8736, loss_cls: 1.2224, loss: 1.2224, grad_norm: 5.3223 2020-08-16 09:03:11,757 - mmaction - INFO - Epoch [83][880/940] lr: 1.000e-04, eta: 3:12:31, time: 0.818, data_time: 0.005, memory: 8343, top1_acc: 0.6957, top5_acc: 0.8617, loss_cls: 1.2838, loss: 1.2838, grad_norm: 5.4462 2020-08-16 09:03:25,126 - mmaction - INFO - Epoch [83][900/940] lr: 1.000e-04, eta: 3:12:17, time: 0.670, data_time: 0.005, memory: 8343, top1_acc: 0.7008, top5_acc: 0.8738, loss_cls: 1.2338, loss: 1.2338, grad_norm: 5.2899 2020-08-16 09:03:39,807 - mmaction - INFO - Epoch [83][920/940] lr: 1.000e-04, eta: 3:12:03, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8789, loss_cls: 1.1941, loss: 1.1941, grad_norm: 5.4042 2020-08-16 09:03:53,235 - mmaction - INFO - Epoch [83][940/940] lr: 1.000e-04, eta: 3:11:48, time: 0.673, data_time: 0.006, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8783, loss_cls: 1.2348, loss: 1.2348, grad_norm: 5.3997 2020-08-16 09:04:19,015 - mmaction - INFO - Epoch [84][20/940] lr: 1.000e-04, eta: 3:11:36, time: 1.263, data_time: 0.617, memory: 8343, top1_acc: 0.6988, top5_acc: 0.8660, loss_cls: 1.2636, loss: 1.2636, grad_norm: 5.4010 2020-08-16 09:04:31,262 - mmaction - INFO - Epoch [84][40/940] lr: 1.000e-04, eta: 3:11:21, time: 0.614, data_time: 0.006, memory: 8343, top1_acc: 0.6867, top5_acc: 0.8746, loss_cls: 1.2738, loss: 1.2738, grad_norm: 5.6065 2020-08-16 09:04:45,355 - mmaction - INFO - Epoch [84][60/940] lr: 1.000e-04, eta: 3:11:06, time: 0.703, data_time: 0.006, memory: 8343, top1_acc: 0.6973, top5_acc: 0.8775, loss_cls: 1.2242, loss: 1.2242, grad_norm: 5.3503 2020-08-16 09:04:59,506 - mmaction - INFO - Epoch [84][80/940] lr: 1.000e-04, eta: 3:10:52, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.7049, top5_acc: 0.8742, loss_cls: 1.2434, loss: 1.2434, grad_norm: 5.3905 2020-08-16 09:05:14,207 - mmaction - INFO - Epoch [84][100/940] lr: 1.000e-04, eta: 3:10:38, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.6965, top5_acc: 0.8799, loss_cls: 1.2334, loss: 1.2334, grad_norm: 5.3804 2020-08-16 09:05:28,011 - mmaction - INFO - Epoch [84][120/940] lr: 1.000e-04, eta: 3:10:23, time: 0.692, data_time: 0.005, memory: 8343, top1_acc: 0.6809, top5_acc: 0.8662, loss_cls: 1.3080, loss: 1.3080, grad_norm: 5.5813 2020-08-16 09:05:42,799 - mmaction - INFO - Epoch [84][140/940] lr: 1.000e-04, eta: 3:10:09, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8650, loss_cls: 1.2720, loss: 1.2720, grad_norm: 5.3941 2020-08-16 09:05:56,902 - mmaction - INFO - Epoch [84][160/940] lr: 1.000e-04, eta: 3:09:54, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.6963, top5_acc: 0.8715, loss_cls: 1.2357, loss: 1.2357, grad_norm: 5.3467 2020-08-16 09:06:11,080 - mmaction - INFO - Epoch [84][180/940] lr: 1.000e-04, eta: 3:09:40, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.6816, top5_acc: 0.8646, loss_cls: 1.3070, loss: 1.3070, grad_norm: 5.4779 2020-08-16 09:06:25,615 - mmaction - INFO - Epoch [84][200/940] lr: 1.000e-04, eta: 3:09:25, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.6910, top5_acc: 0.8621, loss_cls: 1.2935, loss: 1.2935, grad_norm: 5.3930 2020-08-16 09:06:40,279 - mmaction - INFO - Epoch [84][220/940] lr: 1.000e-04, eta: 3:09:11, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.6994, top5_acc: 0.8744, loss_cls: 1.2389, loss: 1.2389, grad_norm: 5.4623 2020-08-16 09:06:54,784 - mmaction - INFO - Epoch [84][240/940] lr: 1.000e-04, eta: 3:08:57, time: 0.725, data_time: 0.004, memory: 8343, top1_acc: 0.6908, top5_acc: 0.8666, loss_cls: 1.2690, loss: 1.2690, grad_norm: 5.3566 2020-08-16 09:07:10,291 - mmaction - INFO - Epoch [84][260/940] lr: 1.000e-04, eta: 3:08:43, time: 0.774, data_time: 0.006, memory: 8343, top1_acc: 0.6973, top5_acc: 0.8748, loss_cls: 1.2559, loss: 1.2559, grad_norm: 5.4292 2020-08-16 09:07:23,611 - mmaction - INFO - Epoch [84][280/940] lr: 1.000e-04, eta: 3:08:28, time: 0.667, data_time: 0.005, memory: 8343, top1_acc: 0.6869, top5_acc: 0.8650, loss_cls: 1.2738, loss: 1.2738, grad_norm: 5.4287 2020-08-16 09:07:37,876 - mmaction - INFO - Epoch [84][300/940] lr: 1.000e-04, eta: 3:08:14, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.7033, top5_acc: 0.8672, loss_cls: 1.2528, loss: 1.2528, grad_norm: 5.3380 2020-08-16 09:07:52,409 - mmaction - INFO - Epoch [84][320/940] lr: 1.000e-04, eta: 3:07:59, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.6877, top5_acc: 0.8713, loss_cls: 1.2670, loss: 1.2670, grad_norm: 5.5204 2020-08-16 09:08:06,805 - mmaction - INFO - Epoch [84][340/940] lr: 1.000e-04, eta: 3:07:45, time: 0.719, data_time: 0.006, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8689, loss_cls: 1.2849, loss: 1.2849, grad_norm: 5.5532 2020-08-16 09:08:21,530 - mmaction - INFO - Epoch [84][360/940] lr: 1.000e-04, eta: 3:07:30, time: 0.737, data_time: 0.004, memory: 8343, top1_acc: 0.6982, top5_acc: 0.8703, loss_cls: 1.2444, loss: 1.2444, grad_norm: 5.3825 2020-08-16 09:08:35,433 - mmaction - INFO - Epoch [84][380/940] lr: 1.000e-04, eta: 3:07:16, time: 0.693, data_time: 0.005, memory: 8343, top1_acc: 0.7018, top5_acc: 0.8699, loss_cls: 1.2436, loss: 1.2436, grad_norm: 5.3535 2020-08-16 09:08:49,800 - mmaction - INFO - Epoch [84][400/940] lr: 1.000e-04, eta: 3:07:01, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.7008, top5_acc: 0.8725, loss_cls: 1.2406, loss: 1.2406, grad_norm: 5.3262 2020-08-16 09:09:04,136 - mmaction - INFO - Epoch [84][420/940] lr: 1.000e-04, eta: 3:06:47, time: 0.714, data_time: 0.007, memory: 8343, top1_acc: 0.6982, top5_acc: 0.8658, loss_cls: 1.2566, loss: 1.2566, grad_norm: 5.4754 2020-08-16 09:09:18,229 - mmaction - INFO - Epoch [84][440/940] lr: 1.000e-04, eta: 3:06:33, time: 0.708, data_time: 0.007, memory: 8343, top1_acc: 0.6895, top5_acc: 0.8713, loss_cls: 1.2494, loss: 1.2494, grad_norm: 5.4439 2020-08-16 09:09:33,157 - mmaction - INFO - Epoch [84][460/940] lr: 1.000e-04, eta: 3:06:18, time: 0.743, data_time: 0.007, memory: 8343, top1_acc: 0.6955, top5_acc: 0.8693, loss_cls: 1.2499, loss: 1.2499, grad_norm: 5.4346 2020-08-16 09:09:48,079 - mmaction - INFO - Epoch [84][480/940] lr: 1.000e-04, eta: 3:06:04, time: 0.750, data_time: 0.007, memory: 8343, top1_acc: 0.6998, top5_acc: 0.8684, loss_cls: 1.2410, loss: 1.2410, grad_norm: 5.4407 2020-08-16 09:10:02,430 - mmaction - INFO - Epoch [84][500/940] lr: 1.000e-04, eta: 3:05:50, time: 0.716, data_time: 0.007, memory: 8343, top1_acc: 0.6930, top5_acc: 0.8719, loss_cls: 1.2444, loss: 1.2444, grad_norm: 5.4028 2020-08-16 09:10:16,955 - mmaction - INFO - Epoch [84][520/940] lr: 1.000e-04, eta: 3:05:35, time: 0.727, data_time: 0.004, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8723, loss_cls: 1.2364, loss: 1.2364, grad_norm: 5.3789 2020-08-16 09:10:31,166 - mmaction - INFO - Epoch [84][540/940] lr: 1.000e-04, eta: 3:05:21, time: 0.708, data_time: 0.006, memory: 8343, top1_acc: 0.6898, top5_acc: 0.8619, loss_cls: 1.2740, loss: 1.2740, grad_norm: 5.3625 2020-08-16 09:10:45,291 - mmaction - INFO - Epoch [84][560/940] lr: 1.000e-04, eta: 3:05:06, time: 0.708, data_time: 0.005, memory: 8343, top1_acc: 0.7039, top5_acc: 0.8766, loss_cls: 1.2306, loss: 1.2306, grad_norm: 5.3930 2020-08-16 09:10:59,616 - mmaction - INFO - Epoch [84][580/940] lr: 1.000e-04, eta: 3:04:52, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.6926, top5_acc: 0.8641, loss_cls: 1.2955, loss: 1.2955, grad_norm: 5.5140 2020-08-16 09:11:14,003 - mmaction - INFO - Epoch [84][600/940] lr: 1.000e-04, eta: 3:04:37, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.6973, top5_acc: 0.8684, loss_cls: 1.2456, loss: 1.2456, grad_norm: 5.4473 2020-08-16 09:11:28,012 - mmaction - INFO - Epoch [84][620/940] lr: 1.000e-04, eta: 3:04:23, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.6939, top5_acc: 0.8670, loss_cls: 1.2568, loss: 1.2568, grad_norm: 5.3788 2020-08-16 09:11:42,247 - mmaction - INFO - Epoch [84][640/940] lr: 1.000e-04, eta: 3:04:09, time: 0.714, data_time: 0.006, memory: 8343, top1_acc: 0.6811, top5_acc: 0.8621, loss_cls: 1.3016, loss: 1.3016, grad_norm: 5.5308 2020-08-16 09:11:56,496 - mmaction - INFO - Epoch [84][660/940] lr: 1.000e-04, eta: 3:03:54, time: 0.710, data_time: 0.006, memory: 8343, top1_acc: 0.7043, top5_acc: 0.8730, loss_cls: 1.2248, loss: 1.2248, grad_norm: 5.3345 2020-08-16 09:12:12,047 - mmaction - INFO - Epoch [84][680/940] lr: 1.000e-04, eta: 3:03:40, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.6840, top5_acc: 0.8617, loss_cls: 1.2894, loss: 1.2894, grad_norm: 5.5024 2020-08-16 09:12:26,548 - mmaction - INFO - Epoch [84][700/940] lr: 1.000e-04, eta: 3:03:25, time: 0.723, data_time: 0.006, memory: 8343, top1_acc: 0.6760, top5_acc: 0.8691, loss_cls: 1.3026, loss: 1.3026, grad_norm: 5.6241 2020-08-16 09:12:40,944 - mmaction - INFO - Epoch [84][720/940] lr: 1.000e-04, eta: 3:03:11, time: 0.722, data_time: 0.006, memory: 8343, top1_acc: 0.6941, top5_acc: 0.8639, loss_cls: 1.2628, loss: 1.2628, grad_norm: 5.4205 2020-08-16 09:12:56,712 - mmaction - INFO - Epoch [84][740/940] lr: 1.000e-04, eta: 3:02:57, time: 0.787, data_time: 0.007, memory: 8343, top1_acc: 0.6830, top5_acc: 0.8645, loss_cls: 1.2852, loss: 1.2852, grad_norm: 5.6204 2020-08-16 09:13:10,165 - mmaction - INFO - Epoch [84][760/940] lr: 1.000e-04, eta: 3:02:42, time: 0.674, data_time: 0.005, memory: 8343, top1_acc: 0.6869, top5_acc: 0.8668, loss_cls: 1.2847, loss: 1.2847, grad_norm: 5.5190 2020-08-16 09:13:24,449 - mmaction - INFO - Epoch [84][780/940] lr: 1.000e-04, eta: 3:02:28, time: 0.711, data_time: 0.006, memory: 8343, top1_acc: 0.6980, top5_acc: 0.8693, loss_cls: 1.2622, loss: 1.2622, grad_norm: 5.4386 2020-08-16 09:13:38,536 - mmaction - INFO - Epoch [84][800/940] lr: 1.000e-04, eta: 3:02:13, time: 0.708, data_time: 0.007, memory: 8343, top1_acc: 0.6863, top5_acc: 0.8590, loss_cls: 1.2884, loss: 1.2884, grad_norm: 5.3581 2020-08-16 09:13:54,227 - mmaction - INFO - Epoch [84][820/940] lr: 1.000e-04, eta: 3:01:59, time: 0.783, data_time: 0.005, memory: 8343, top1_acc: 0.7053, top5_acc: 0.8660, loss_cls: 1.2480, loss: 1.2480, grad_norm: 5.3427 2020-08-16 09:14:08,806 - mmaction - INFO - Epoch [84][840/940] lr: 1.000e-04, eta: 3:01:45, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.7035, top5_acc: 0.8682, loss_cls: 1.2405, loss: 1.2405, grad_norm: 5.3439 2020-08-16 09:14:23,152 - mmaction - INFO - Epoch [84][860/940] lr: 1.000e-04, eta: 3:01:31, time: 0.718, data_time: 0.009, memory: 8343, top1_acc: 0.6951, top5_acc: 0.8732, loss_cls: 1.2471, loss: 1.2471, grad_norm: 5.3754 2020-08-16 09:14:37,483 - mmaction - INFO - Epoch [84][880/940] lr: 1.000e-04, eta: 3:01:16, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.7053, top5_acc: 0.8773, loss_cls: 1.2080, loss: 1.2080, grad_norm: 5.2744 2020-08-16 09:14:51,680 - mmaction - INFO - Epoch [84][900/940] lr: 1.000e-04, eta: 3:01:02, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.6883, top5_acc: 0.8713, loss_cls: 1.2514, loss: 1.2514, grad_norm: 5.4580 2020-08-16 09:15:06,944 - mmaction - INFO - Epoch [84][920/940] lr: 1.000e-04, eta: 3:00:47, time: 0.763, data_time: 0.006, memory: 8343, top1_acc: 0.6895, top5_acc: 0.8646, loss_cls: 1.3092, loss: 1.3092, grad_norm: 5.5517 2020-08-16 09:15:20,429 - mmaction - INFO - Epoch [84][940/940] lr: 1.000e-04, eta: 3:00:33, time: 0.674, data_time: 0.003, memory: 8343, top1_acc: 0.7028, top5_acc: 0.8709, loss_cls: 1.2326, loss: 1.2326, grad_norm: 5.4728 2020-08-16 09:15:41,836 - mmaction - INFO - Epoch [85][20/940] lr: 1.000e-04, eta: 3:00:20, time: 1.051, data_time: 0.436, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8725, loss_cls: 1.2240, loss: 1.2240, grad_norm: 5.2509 2020-08-16 09:15:55,154 - mmaction - INFO - Epoch [85][40/940] lr: 1.000e-04, eta: 3:00:05, time: 0.663, data_time: 0.005, memory: 8343, top1_acc: 0.6807, top5_acc: 0.8664, loss_cls: 1.2802, loss: 1.2802, grad_norm: 5.5176 2020-08-16 09:16:09,401 - mmaction - INFO - Epoch [85][60/940] lr: 1.000e-04, eta: 2:59:51, time: 0.715, data_time: 0.007, memory: 8343, top1_acc: 0.6918, top5_acc: 0.8719, loss_cls: 1.2500, loss: 1.2500, grad_norm: 5.4731 2020-08-16 09:16:23,415 - mmaction - INFO - Epoch [85][80/940] lr: 1.000e-04, eta: 2:59:36, time: 0.699, data_time: 0.006, memory: 8343, top1_acc: 0.6977, top5_acc: 0.8740, loss_cls: 1.2199, loss: 1.2199, grad_norm: 5.2964 2020-08-16 09:16:38,527 - mmaction - INFO - Epoch [85][100/940] lr: 1.000e-04, eta: 2:59:22, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8672, loss_cls: 1.2693, loss: 1.2693, grad_norm: 5.3905 2020-08-16 09:16:52,464 - mmaction - INFO - Epoch [85][120/940] lr: 1.000e-04, eta: 2:59:07, time: 0.695, data_time: 0.006, memory: 8343, top1_acc: 0.6893, top5_acc: 0.8695, loss_cls: 1.2544, loss: 1.2544, grad_norm: 5.4003 2020-08-16 09:17:07,230 - mmaction - INFO - Epoch [85][140/940] lr: 1.000e-04, eta: 2:58:53, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.6797, top5_acc: 0.8588, loss_cls: 1.3276, loss: 1.3276, grad_norm: 5.5139 2020-08-16 09:17:21,448 - mmaction - INFO - Epoch [85][160/940] lr: 1.000e-04, eta: 2:58:39, time: 0.708, data_time: 0.006, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8686, loss_cls: 1.2535, loss: 1.2535, grad_norm: 5.3687 2020-08-16 09:17:35,399 - mmaction - INFO - Epoch [85][180/940] lr: 1.000e-04, eta: 2:58:24, time: 0.701, data_time: 0.007, memory: 8343, top1_acc: 0.6920, top5_acc: 0.8648, loss_cls: 1.2606, loss: 1.2606, grad_norm: 5.5066 2020-08-16 09:17:50,242 - mmaction - INFO - Epoch [85][200/940] lr: 1.000e-04, eta: 2:58:10, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.7037, top5_acc: 0.8697, loss_cls: 1.2306, loss: 1.2306, grad_norm: 5.3816 2020-08-16 09:18:05,150 - mmaction - INFO - Epoch [85][220/940] lr: 1.000e-04, eta: 2:57:55, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.7023, top5_acc: 0.8672, loss_cls: 1.2707, loss: 1.2707, grad_norm: 5.4643 2020-08-16 09:18:19,495 - mmaction - INFO - Epoch [85][240/940] lr: 1.000e-04, eta: 2:57:41, time: 0.716, data_time: 0.007, memory: 8343, top1_acc: 0.6848, top5_acc: 0.8660, loss_cls: 1.2759, loss: 1.2759, grad_norm: 5.5426 2020-08-16 09:18:33,372 - mmaction - INFO - Epoch [85][260/940] lr: 1.000e-04, eta: 2:57:27, time: 0.695, data_time: 0.005, memory: 8343, top1_acc: 0.6975, top5_acc: 0.8699, loss_cls: 1.2709, loss: 1.2709, grad_norm: 5.3659 2020-08-16 09:18:47,689 - mmaction - INFO - Epoch [85][280/940] lr: 1.000e-04, eta: 2:57:12, time: 0.714, data_time: 0.006, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2476, loss: 1.2476, grad_norm: 5.3846 2020-08-16 09:19:02,215 - mmaction - INFO - Epoch [85][300/940] lr: 1.000e-04, eta: 2:56:58, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.6916, top5_acc: 0.8664, loss_cls: 1.2578, loss: 1.2578, grad_norm: 5.4219 2020-08-16 09:19:17,682 - mmaction - INFO - Epoch [85][320/940] lr: 1.000e-04, eta: 2:56:44, time: 0.772, data_time: 0.007, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8682, loss_cls: 1.2733, loss: 1.2733, grad_norm: 5.5558 2020-08-16 09:19:31,279 - mmaction - INFO - Epoch [85][340/940] lr: 1.000e-04, eta: 2:56:29, time: 0.681, data_time: 0.004, memory: 8343, top1_acc: 0.7029, top5_acc: 0.8770, loss_cls: 1.2224, loss: 1.2224, grad_norm: 5.3516 2020-08-16 09:19:45,378 - mmaction - INFO - Epoch [85][360/940] lr: 1.000e-04, eta: 2:56:14, time: 0.703, data_time: 0.006, memory: 8343, top1_acc: 0.7018, top5_acc: 0.8742, loss_cls: 1.2369, loss: 1.2369, grad_norm: 5.4503 2020-08-16 09:20:00,011 - mmaction - INFO - Epoch [85][380/940] lr: 1.000e-04, eta: 2:56:00, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.6898, top5_acc: 0.8654, loss_cls: 1.2961, loss: 1.2961, grad_norm: 5.4837 2020-08-16 09:20:14,400 - mmaction - INFO - Epoch [85][400/940] lr: 1.000e-04, eta: 2:55:46, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.6941, top5_acc: 0.8670, loss_cls: 1.2626, loss: 1.2626, grad_norm: 5.4433 2020-08-16 09:20:28,317 - mmaction - INFO - Epoch [85][420/940] lr: 1.000e-04, eta: 2:55:31, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8648, loss_cls: 1.2636, loss: 1.2636, grad_norm: 5.4271 2020-08-16 09:20:43,410 - mmaction - INFO - Epoch [85][440/940] lr: 1.000e-04, eta: 2:55:17, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.6930, top5_acc: 0.8742, loss_cls: 1.2618, loss: 1.2618, grad_norm: 5.4911 2020-08-16 09:20:57,386 - mmaction - INFO - Epoch [85][460/940] lr: 1.000e-04, eta: 2:55:02, time: 0.700, data_time: 0.005, memory: 8343, top1_acc: 0.7025, top5_acc: 0.8797, loss_cls: 1.2314, loss: 1.2314, grad_norm: 5.3697 2020-08-16 09:21:12,445 - mmaction - INFO - Epoch [85][480/940] lr: 1.000e-04, eta: 2:54:48, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.6982, top5_acc: 0.8701, loss_cls: 1.2654, loss: 1.2654, grad_norm: 5.5018 2020-08-16 09:21:27,560 - mmaction - INFO - Epoch [85][500/940] lr: 1.000e-04, eta: 2:54:34, time: 0.756, data_time: 0.004, memory: 8343, top1_acc: 0.7023, top5_acc: 0.8771, loss_cls: 1.2171, loss: 1.2171, grad_norm: 5.3070 2020-08-16 09:21:42,569 - mmaction - INFO - Epoch [85][520/940] lr: 1.000e-04, eta: 2:54:20, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.6916, top5_acc: 0.8660, loss_cls: 1.2849, loss: 1.2849, grad_norm: 5.4608 2020-08-16 09:21:56,141 - mmaction - INFO - Epoch [85][540/940] lr: 1.000e-04, eta: 2:54:05, time: 0.681, data_time: 0.005, memory: 8343, top1_acc: 0.6867, top5_acc: 0.8656, loss_cls: 1.2759, loss: 1.2759, grad_norm: 5.5252 2020-08-16 09:22:10,899 - mmaction - INFO - Epoch [85][560/940] lr: 1.000e-04, eta: 2:53:51, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7014, top5_acc: 0.8703, loss_cls: 1.2435, loss: 1.2435, grad_norm: 5.4680 2020-08-16 09:22:25,219 - mmaction - INFO - Epoch [85][580/940] lr: 1.000e-04, eta: 2:53:36, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.6959, top5_acc: 0.8672, loss_cls: 1.2808, loss: 1.2808, grad_norm: 5.4378 2020-08-16 09:22:39,430 - mmaction - INFO - Epoch [85][600/940] lr: 1.000e-04, eta: 2:53:22, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.6910, top5_acc: 0.8664, loss_cls: 1.2615, loss: 1.2615, grad_norm: 5.3420 2020-08-16 09:22:53,348 - mmaction - INFO - Epoch [85][620/940] lr: 1.000e-04, eta: 2:53:07, time: 0.697, data_time: 0.005, memory: 8343, top1_acc: 0.6949, top5_acc: 0.8693, loss_cls: 1.2749, loss: 1.2749, grad_norm: 5.4729 2020-08-16 09:23:08,802 - mmaction - INFO - Epoch [85][640/940] lr: 1.000e-04, eta: 2:52:53, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.6873, top5_acc: 0.8590, loss_cls: 1.2818, loss: 1.2818, grad_norm: 5.4819 2020-08-16 09:23:22,543 - mmaction - INFO - Epoch [85][660/940] lr: 1.000e-04, eta: 2:52:39, time: 0.688, data_time: 0.006, memory: 8343, top1_acc: 0.6887, top5_acc: 0.8701, loss_cls: 1.2589, loss: 1.2589, grad_norm: 5.4945 2020-08-16 09:23:36,802 - mmaction - INFO - Epoch [85][680/940] lr: 1.000e-04, eta: 2:52:24, time: 0.712, data_time: 0.006, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8713, loss_cls: 1.2337, loss: 1.2337, grad_norm: 5.4549 2020-08-16 09:23:51,321 - mmaction - INFO - Epoch [85][700/940] lr: 1.000e-04, eta: 2:52:10, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.6957, top5_acc: 0.8709, loss_cls: 1.2599, loss: 1.2599, grad_norm: 5.4597 2020-08-16 09:24:05,464 - mmaction - INFO - Epoch [85][720/940] lr: 1.000e-04, eta: 2:51:55, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.6934, top5_acc: 0.8625, loss_cls: 1.2865, loss: 1.2865, grad_norm: 5.4918 2020-08-16 09:24:20,388 - mmaction - INFO - Epoch [85][740/940] lr: 1.000e-04, eta: 2:51:41, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8650, loss_cls: 1.2512, loss: 1.2512, grad_norm: 5.3766 2020-08-16 09:24:35,679 - mmaction - INFO - Epoch [85][760/940] lr: 1.000e-04, eta: 2:51:27, time: 0.763, data_time: 0.007, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8637, loss_cls: 1.2808, loss: 1.2808, grad_norm: 5.4800 2020-08-16 09:24:49,141 - mmaction - INFO - Epoch [85][780/940] lr: 1.000e-04, eta: 2:51:12, time: 0.674, data_time: 0.005, memory: 8343, top1_acc: 0.6949, top5_acc: 0.8664, loss_cls: 1.2690, loss: 1.2690, grad_norm: 5.4412 2020-08-16 09:25:03,683 - mmaction - INFO - Epoch [85][800/940] lr: 1.000e-04, eta: 2:50:58, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.6994, top5_acc: 0.8697, loss_cls: 1.2596, loss: 1.2596, grad_norm: 5.5172 2020-08-16 09:25:18,516 - mmaction - INFO - Epoch [85][820/940] lr: 1.000e-04, eta: 2:50:43, time: 0.741, data_time: 0.002, memory: 8343, top1_acc: 0.6912, top5_acc: 0.8746, loss_cls: 1.2598, loss: 1.2598, grad_norm: 5.4510 2020-08-16 09:25:32,598 - mmaction - INFO - Epoch [85][840/940] lr: 1.000e-04, eta: 2:50:29, time: 0.702, data_time: 0.005, memory: 8343, top1_acc: 0.6920, top5_acc: 0.8621, loss_cls: 1.2665, loss: 1.2665, grad_norm: 5.4085 2020-08-16 09:25:47,803 - mmaction - INFO - Epoch [85][860/940] lr: 1.000e-04, eta: 2:50:15, time: 0.763, data_time: 0.007, memory: 8343, top1_acc: 0.6926, top5_acc: 0.8701, loss_cls: 1.2626, loss: 1.2626, grad_norm: 5.4283 2020-08-16 09:26:02,214 - mmaction - INFO - Epoch [85][880/940] lr: 1.000e-04, eta: 2:50:00, time: 0.719, data_time: 0.006, memory: 8343, top1_acc: 0.6908, top5_acc: 0.8730, loss_cls: 1.2543, loss: 1.2543, grad_norm: 5.4945 2020-08-16 09:26:17,397 - mmaction - INFO - Epoch [85][900/940] lr: 1.000e-04, eta: 2:49:46, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.6852, top5_acc: 0.8656, loss_cls: 1.2884, loss: 1.2884, grad_norm: 5.4594 2020-08-16 09:26:31,949 - mmaction - INFO - Epoch [85][920/940] lr: 1.000e-04, eta: 2:49:32, time: 0.725, data_time: 0.007, memory: 8343, top1_acc: 0.6867, top5_acc: 0.8607, loss_cls: 1.2744, loss: 1.2744, grad_norm: 5.4650 2020-08-16 09:26:45,822 - mmaction - INFO - Epoch [85][940/940] lr: 1.000e-04, eta: 2:49:17, time: 0.696, data_time: 0.007, memory: 8343, top1_acc: 0.6963, top5_acc: 0.8689, loss_cls: 1.2624, loss: 1.2624, grad_norm: 5.5108 2020-08-16 09:26:46,241 - mmaction - INFO - Saving checkpoint at 85 epochs 2020-08-16 09:27:07,424 - mmaction - INFO - Epoch [86][20/940] lr: 1.000e-04, eta: 2:49:04, time: 0.977, data_time: 0.369, memory: 8343, top1_acc: 0.6873, top5_acc: 0.8623, loss_cls: 1.3029, loss: 1.3029, grad_norm: 5.5536 2020-08-16 09:27:20,586 - mmaction - INFO - Epoch [86][40/940] lr: 1.000e-04, eta: 2:48:49, time: 0.661, data_time: 0.007, memory: 8343, top1_acc: 0.6920, top5_acc: 0.8705, loss_cls: 1.2738, loss: 1.2738, grad_norm: 5.5689 2020-08-16 09:27:35,178 - mmaction - INFO - Epoch [86][60/940] lr: 1.000e-04, eta: 2:48:35, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.6977, top5_acc: 0.8676, loss_cls: 1.2596, loss: 1.2596, grad_norm: 5.4425 2020-08-16 09:27:49,102 - mmaction - INFO - Epoch [86][80/940] lr: 1.000e-04, eta: 2:48:20, time: 0.699, data_time: 0.005, memory: 8343, top1_acc: 0.6852, top5_acc: 0.8680, loss_cls: 1.2798, loss: 1.2798, grad_norm: 5.5065 2020-08-16 09:28:03,406 - mmaction - INFO - Epoch [86][100/940] lr: 1.000e-04, eta: 2:48:06, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.6889, top5_acc: 0.8674, loss_cls: 1.2798, loss: 1.2798, grad_norm: 5.4646 2020-08-16 09:28:17,707 - mmaction - INFO - Epoch [86][120/940] lr: 1.000e-04, eta: 2:47:51, time: 0.717, data_time: 0.006, memory: 8343, top1_acc: 0.6855, top5_acc: 0.8582, loss_cls: 1.2931, loss: 1.2931, grad_norm: 5.4467 2020-08-16 09:28:32,084 - mmaction - INFO - Epoch [86][140/940] lr: 1.000e-04, eta: 2:47:37, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8664, loss_cls: 1.2982, loss: 1.2982, grad_norm: 5.5175 2020-08-16 09:28:46,341 - mmaction - INFO - Epoch [86][160/940] lr: 1.000e-04, eta: 2:47:22, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8682, loss_cls: 1.2522, loss: 1.2522, grad_norm: 5.4332 2020-08-16 09:29:00,474 - mmaction - INFO - Epoch [86][180/940] lr: 1.000e-04, eta: 2:47:08, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.6992, top5_acc: 0.8697, loss_cls: 1.2423, loss: 1.2423, grad_norm: 5.5444 2020-08-16 09:29:14,684 - mmaction - INFO - Epoch [86][200/940] lr: 1.000e-04, eta: 2:46:54, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8576, loss_cls: 1.3067, loss: 1.3067, grad_norm: 5.4414 2020-08-16 09:29:30,746 - mmaction - INFO - Epoch [86][220/940] lr: 1.000e-04, eta: 2:46:39, time: 0.801, data_time: 0.006, memory: 8343, top1_acc: 0.6916, top5_acc: 0.8732, loss_cls: 1.2355, loss: 1.2355, grad_norm: 5.3860 2020-08-16 09:29:45,699 - mmaction - INFO - Epoch [86][240/940] lr: 1.000e-04, eta: 2:46:25, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.6902, top5_acc: 0.8656, loss_cls: 1.2813, loss: 1.2813, grad_norm: 5.4625 2020-08-16 09:30:00,298 - mmaction - INFO - Epoch [86][260/940] lr: 1.000e-04, eta: 2:46:11, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.6982, top5_acc: 0.8660, loss_cls: 1.2640, loss: 1.2640, grad_norm: 5.4954 2020-08-16 09:30:14,704 - mmaction - INFO - Epoch [86][280/940] lr: 1.000e-04, eta: 2:45:56, time: 0.724, data_time: 0.007, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8764, loss_cls: 1.2585, loss: 1.2585, grad_norm: 5.4853 2020-08-16 09:30:28,645 - mmaction - INFO - Epoch [86][300/940] lr: 1.000e-04, eta: 2:45:42, time: 0.695, data_time: 0.005, memory: 8343, top1_acc: 0.6852, top5_acc: 0.8654, loss_cls: 1.2810, loss: 1.2810, grad_norm: 5.5579 2020-08-16 09:30:42,747 - mmaction - INFO - Epoch [86][320/940] lr: 1.000e-04, eta: 2:45:27, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.7039, top5_acc: 0.8738, loss_cls: 1.2242, loss: 1.2242, grad_norm: 5.4136 2020-08-16 09:30:58,501 - mmaction - INFO - Epoch [86][340/940] lr: 1.000e-04, eta: 2:45:13, time: 0.788, data_time: 0.005, memory: 8343, top1_acc: 0.7063, top5_acc: 0.8791, loss_cls: 1.2174, loss: 1.2174, grad_norm: 5.3318 2020-08-16 09:31:12,054 - mmaction - INFO - Epoch [86][360/940] lr: 1.000e-04, eta: 2:44:59, time: 0.676, data_time: 0.006, memory: 8343, top1_acc: 0.6914, top5_acc: 0.8750, loss_cls: 1.2512, loss: 1.2512, grad_norm: 5.3832 2020-08-16 09:31:26,105 - mmaction - INFO - Epoch [86][380/940] lr: 1.000e-04, eta: 2:44:44, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.6930, top5_acc: 0.8627, loss_cls: 1.2677, loss: 1.2677, grad_norm: 5.4307 2020-08-16 09:31:41,901 - mmaction - INFO - Epoch [86][400/940] lr: 1.000e-04, eta: 2:44:30, time: 0.790, data_time: 0.005, memory: 8343, top1_acc: 0.6975, top5_acc: 0.8701, loss_cls: 1.2362, loss: 1.2362, grad_norm: 5.4170 2020-08-16 09:31:56,090 - mmaction - INFO - Epoch [86][420/940] lr: 1.000e-04, eta: 2:44:16, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8654, loss_cls: 1.2910, loss: 1.2910, grad_norm: 5.5423 2020-08-16 09:32:10,406 - mmaction - INFO - Epoch [86][440/940] lr: 1.000e-04, eta: 2:44:01, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.6949, top5_acc: 0.8723, loss_cls: 1.2544, loss: 1.2544, grad_norm: 5.4232 2020-08-16 09:32:24,928 - mmaction - INFO - Epoch [86][460/940] lr: 1.000e-04, eta: 2:43:47, time: 0.723, data_time: 0.006, memory: 8343, top1_acc: 0.7049, top5_acc: 0.8760, loss_cls: 1.2055, loss: 1.2055, grad_norm: 5.3692 2020-08-16 09:32:39,064 - mmaction - INFO - Epoch [86][480/940] lr: 1.000e-04, eta: 2:43:32, time: 0.710, data_time: 0.007, memory: 8343, top1_acc: 0.6951, top5_acc: 0.8738, loss_cls: 1.2446, loss: 1.2446, grad_norm: 5.4782 2020-08-16 09:32:54,623 - mmaction - INFO - Epoch [86][500/940] lr: 1.000e-04, eta: 2:43:18, time: 0.774, data_time: 0.006, memory: 8343, top1_acc: 0.6967, top5_acc: 0.8686, loss_cls: 1.2494, loss: 1.2494, grad_norm: 5.3896 2020-08-16 09:33:08,246 - mmaction - INFO - Epoch [86][520/940] lr: 1.000e-04, eta: 2:43:04, time: 0.685, data_time: 0.007, memory: 8343, top1_acc: 0.6811, top5_acc: 0.8730, loss_cls: 1.2660, loss: 1.2660, grad_norm: 5.5630 2020-08-16 09:33:23,017 - mmaction - INFO - Epoch [86][540/940] lr: 1.000e-04, eta: 2:42:49, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.6961, top5_acc: 0.8742, loss_cls: 1.2277, loss: 1.2277, grad_norm: 5.3774 2020-08-16 09:33:36,963 - mmaction - INFO - Epoch [86][560/940] lr: 1.000e-04, eta: 2:42:35, time: 0.699, data_time: 0.006, memory: 8343, top1_acc: 0.6957, top5_acc: 0.8666, loss_cls: 1.2563, loss: 1.2563, grad_norm: 5.4610 2020-08-16 09:33:51,668 - mmaction - INFO - Epoch [86][580/940] lr: 1.000e-04, eta: 2:42:20, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8713, loss_cls: 1.2281, loss: 1.2281, grad_norm: 5.3680 2020-08-16 09:34:06,735 - mmaction - INFO - Epoch [86][600/940] lr: 1.000e-04, eta: 2:42:06, time: 0.753, data_time: 0.004, memory: 8343, top1_acc: 0.6977, top5_acc: 0.8783, loss_cls: 1.2178, loss: 1.2178, grad_norm: 5.4041 2020-08-16 09:34:21,675 - mmaction - INFO - Epoch [86][620/940] lr: 1.000e-04, eta: 2:41:52, time: 0.746, data_time: 0.006, memory: 8343, top1_acc: 0.6928, top5_acc: 0.8680, loss_cls: 1.2739, loss: 1.2739, grad_norm: 5.4376 2020-08-16 09:34:37,124 - mmaction - INFO - Epoch [86][640/940] lr: 1.000e-04, eta: 2:41:37, time: 0.773, data_time: 0.005, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8625, loss_cls: 1.3089, loss: 1.3089, grad_norm: 5.5527 2020-08-16 09:34:50,659 - mmaction - INFO - Epoch [86][660/940] lr: 1.000e-04, eta: 2:41:23, time: 0.674, data_time: 0.007, memory: 8343, top1_acc: 0.6908, top5_acc: 0.8693, loss_cls: 1.2544, loss: 1.2544, grad_norm: 5.4966 2020-08-16 09:35:04,755 - mmaction - INFO - Epoch [86][680/940] lr: 1.000e-04, eta: 2:41:08, time: 0.708, data_time: 0.007, memory: 8343, top1_acc: 0.6980, top5_acc: 0.8664, loss_cls: 1.2723, loss: 1.2723, grad_norm: 5.4060 2020-08-16 09:35:20,079 - mmaction - INFO - Epoch [86][700/940] lr: 1.000e-04, eta: 2:40:54, time: 0.767, data_time: 0.002, memory: 8343, top1_acc: 0.7008, top5_acc: 0.8701, loss_cls: 1.2381, loss: 1.2381, grad_norm: 5.3891 2020-08-16 09:35:34,038 - mmaction - INFO - Epoch [86][720/940] lr: 1.000e-04, eta: 2:40:40, time: 0.696, data_time: 0.004, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8648, loss_cls: 1.2736, loss: 1.2736, grad_norm: 5.4072 2020-08-16 09:35:48,365 - mmaction - INFO - Epoch [86][740/940] lr: 1.000e-04, eta: 2:40:25, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.6879, top5_acc: 0.8668, loss_cls: 1.2740, loss: 1.2740, grad_norm: 5.4926 2020-08-16 09:36:02,844 - mmaction - INFO - Epoch [86][760/940] lr: 1.000e-04, eta: 2:40:11, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8666, loss_cls: 1.2728, loss: 1.2728, grad_norm: 5.4986 2020-08-16 09:36:17,275 - mmaction - INFO - Epoch [86][780/940] lr: 1.000e-04, eta: 2:39:56, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.6920, top5_acc: 0.8660, loss_cls: 1.2670, loss: 1.2670, grad_norm: 5.5248 2020-08-16 09:36:32,421 - mmaction - INFO - Epoch [86][800/940] lr: 1.000e-04, eta: 2:39:42, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8615, loss_cls: 1.3106, loss: 1.3106, grad_norm: 5.4314 2020-08-16 09:36:46,881 - mmaction - INFO - Epoch [86][820/940] lr: 1.000e-04, eta: 2:39:28, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.6889, top5_acc: 0.8648, loss_cls: 1.2744, loss: 1.2744, grad_norm: 5.4485 2020-08-16 09:37:01,481 - mmaction - INFO - Epoch [86][840/940] lr: 1.000e-04, eta: 2:39:13, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.6951, top5_acc: 0.8711, loss_cls: 1.2488, loss: 1.2488, grad_norm: 5.4615 2020-08-16 09:37:15,569 - mmaction - INFO - Epoch [86][860/940] lr: 1.000e-04, eta: 2:38:59, time: 0.706, data_time: 0.005, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8695, loss_cls: 1.2464, loss: 1.2464, grad_norm: 5.4086 2020-08-16 09:37:29,773 - mmaction - INFO - Epoch [86][880/940] lr: 1.000e-04, eta: 2:38:44, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.6902, top5_acc: 0.8682, loss_cls: 1.2416, loss: 1.2416, grad_norm: 5.4733 2020-08-16 09:37:45,245 - mmaction - INFO - Epoch [86][900/940] lr: 1.000e-04, eta: 2:38:30, time: 0.775, data_time: 0.005, memory: 8343, top1_acc: 0.6916, top5_acc: 0.8664, loss_cls: 1.2748, loss: 1.2748, grad_norm: 5.5555 2020-08-16 09:37:59,224 - mmaction - INFO - Epoch [86][920/940] lr: 1.000e-04, eta: 2:38:16, time: 0.698, data_time: 0.006, memory: 8343, top1_acc: 0.6967, top5_acc: 0.8717, loss_cls: 1.2425, loss: 1.2425, grad_norm: 5.5010 2020-08-16 09:38:14,397 - mmaction - INFO - Epoch [86][940/940] lr: 1.000e-04, eta: 2:38:01, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.6978, top5_acc: 0.8618, loss_cls: 1.2833, loss: 1.2833, grad_norm: 5.6040 2020-08-16 09:38:35,497 - mmaction - INFO - Epoch [87][20/940] lr: 1.000e-04, eta: 2:37:48, time: 1.029, data_time: 0.405, memory: 8343, top1_acc: 0.6963, top5_acc: 0.8756, loss_cls: 1.2465, loss: 1.2465, grad_norm: 5.4557 2020-08-16 09:38:49,443 - mmaction - INFO - Epoch [87][40/940] lr: 1.000e-04, eta: 2:37:34, time: 0.700, data_time: 0.006, memory: 8343, top1_acc: 0.6865, top5_acc: 0.8709, loss_cls: 1.2551, loss: 1.2551, grad_norm: 5.4958 2020-08-16 09:39:04,029 - mmaction - INFO - Epoch [87][60/940] lr: 1.000e-04, eta: 2:37:19, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.6918, top5_acc: 0.8764, loss_cls: 1.2503, loss: 1.2503, grad_norm: 5.4006 2020-08-16 09:39:18,425 - mmaction - INFO - Epoch [87][80/940] lr: 1.000e-04, eta: 2:37:05, time: 0.721, data_time: 0.006, memory: 8343, top1_acc: 0.6873, top5_acc: 0.8664, loss_cls: 1.2804, loss: 1.2804, grad_norm: 5.4232 2020-08-16 09:39:33,846 - mmaction - INFO - Epoch [87][100/940] lr: 1.000e-04, eta: 2:36:51, time: 0.769, data_time: 0.007, memory: 8343, top1_acc: 0.7105, top5_acc: 0.8719, loss_cls: 1.2151, loss: 1.2151, grad_norm: 5.3067 2020-08-16 09:39:47,486 - mmaction - INFO - Epoch [87][120/940] lr: 1.000e-04, eta: 2:36:36, time: 0.684, data_time: 0.006, memory: 8343, top1_acc: 0.6934, top5_acc: 0.8605, loss_cls: 1.2751, loss: 1.2751, grad_norm: 5.3907 2020-08-16 09:40:01,510 - mmaction - INFO - Epoch [87][140/940] lr: 1.000e-04, eta: 2:36:22, time: 0.699, data_time: 0.005, memory: 8343, top1_acc: 0.6910, top5_acc: 0.8691, loss_cls: 1.2643, loss: 1.2643, grad_norm: 5.4326 2020-08-16 09:40:15,606 - mmaction - INFO - Epoch [87][160/940] lr: 1.000e-04, eta: 2:36:07, time: 0.707, data_time: 0.005, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8686, loss_cls: 1.2637, loss: 1.2637, grad_norm: 5.3898 2020-08-16 09:40:30,230 - mmaction - INFO - Epoch [87][180/940] lr: 1.000e-04, eta: 2:35:53, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.6783, top5_acc: 0.8615, loss_cls: 1.3140, loss: 1.3140, grad_norm: 5.5889 2020-08-16 09:40:44,607 - mmaction - INFO - Epoch [87][200/940] lr: 1.000e-04, eta: 2:35:38, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.6949, top5_acc: 0.8686, loss_cls: 1.2585, loss: 1.2585, grad_norm: 5.3902 2020-08-16 09:40:59,157 - mmaction - INFO - Epoch [87][220/940] lr: 1.000e-04, eta: 2:35:24, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.7025, top5_acc: 0.8748, loss_cls: 1.2332, loss: 1.2332, grad_norm: 5.4452 2020-08-16 09:41:14,176 - mmaction - INFO - Epoch [87][240/940] lr: 1.000e-04, eta: 2:35:10, time: 0.753, data_time: 0.005, memory: 8343, top1_acc: 0.6980, top5_acc: 0.8783, loss_cls: 1.2377, loss: 1.2377, grad_norm: 5.4652 2020-08-16 09:41:28,086 - mmaction - INFO - Epoch [87][260/940] lr: 1.000e-04, eta: 2:34:55, time: 0.693, data_time: 0.005, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8719, loss_cls: 1.2492, loss: 1.2492, grad_norm: 5.3827 2020-08-16 09:41:42,005 - mmaction - INFO - Epoch [87][280/940] lr: 1.000e-04, eta: 2:34:41, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.6879, top5_acc: 0.8678, loss_cls: 1.2766, loss: 1.2766, grad_norm: 5.4714 2020-08-16 09:41:57,341 - mmaction - INFO - Epoch [87][300/940] lr: 1.000e-04, eta: 2:34:26, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.6992, top5_acc: 0.8723, loss_cls: 1.2523, loss: 1.2523, grad_norm: 5.5108 2020-08-16 09:42:11,969 - mmaction - INFO - Epoch [87][320/940] lr: 1.000e-04, eta: 2:34:12, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.7012, top5_acc: 0.8756, loss_cls: 1.2287, loss: 1.2287, grad_norm: 5.3360 2020-08-16 09:42:25,470 - mmaction - INFO - Epoch [87][340/940] lr: 1.000e-04, eta: 2:33:57, time: 0.673, data_time: 0.006, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8699, loss_cls: 1.2502, loss: 1.2502, grad_norm: 5.4388 2020-08-16 09:42:39,510 - mmaction - INFO - Epoch [87][360/940] lr: 1.000e-04, eta: 2:33:43, time: 0.704, data_time: 0.006, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8744, loss_cls: 1.2508, loss: 1.2508, grad_norm: 5.3396 2020-08-16 09:42:53,649 - mmaction - INFO - Epoch [87][380/940] lr: 1.000e-04, eta: 2:33:28, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.6988, top5_acc: 0.8721, loss_cls: 1.2541, loss: 1.2541, grad_norm: 5.4089 2020-08-16 09:43:07,638 - mmaction - INFO - Epoch [87][400/940] lr: 1.000e-04, eta: 2:33:14, time: 0.701, data_time: 0.005, memory: 8343, top1_acc: 0.7084, top5_acc: 0.8820, loss_cls: 1.1799, loss: 1.1799, grad_norm: 5.3695 2020-08-16 09:43:21,715 - mmaction - INFO - Epoch [87][420/940] lr: 1.000e-04, eta: 2:33:00, time: 0.702, data_time: 0.005, memory: 8343, top1_acc: 0.7086, top5_acc: 0.8752, loss_cls: 1.2180, loss: 1.2180, grad_norm: 5.3861 2020-08-16 09:43:36,244 - mmaction - INFO - Epoch [87][440/940] lr: 1.000e-04, eta: 2:32:45, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.6924, top5_acc: 0.8678, loss_cls: 1.2690, loss: 1.2690, grad_norm: 5.4928 2020-08-16 09:43:50,053 - mmaction - INFO - Epoch [87][460/940] lr: 1.000e-04, eta: 2:32:31, time: 0.689, data_time: 0.006, memory: 8343, top1_acc: 0.7018, top5_acc: 0.8711, loss_cls: 1.2520, loss: 1.2520, grad_norm: 5.4072 2020-08-16 09:44:04,399 - mmaction - INFO - Epoch [87][480/940] lr: 1.000e-04, eta: 2:32:16, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.6988, top5_acc: 0.8705, loss_cls: 1.2584, loss: 1.2584, grad_norm: 5.3643 2020-08-16 09:44:18,344 - mmaction - INFO - Epoch [87][500/940] lr: 1.000e-04, eta: 2:32:02, time: 0.695, data_time: 0.006, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8811, loss_cls: 1.1945, loss: 1.1945, grad_norm: 5.3000 2020-08-16 09:44:32,592 - mmaction - INFO - Epoch [87][520/940] lr: 1.000e-04, eta: 2:31:47, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.6869, top5_acc: 0.8645, loss_cls: 1.2821, loss: 1.2821, grad_norm: 5.5127 2020-08-16 09:44:47,219 - mmaction - INFO - Epoch [87][540/940] lr: 1.000e-04, eta: 2:31:33, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.6934, top5_acc: 0.8693, loss_cls: 1.2694, loss: 1.2694, grad_norm: 5.4276 2020-08-16 09:45:01,866 - mmaction - INFO - Epoch [87][560/940] lr: 1.000e-04, eta: 2:31:19, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.6971, top5_acc: 0.8658, loss_cls: 1.2743, loss: 1.2743, grad_norm: 5.4344 2020-08-16 09:45:16,111 - mmaction - INFO - Epoch [87][580/940] lr: 1.000e-04, eta: 2:31:04, time: 0.713, data_time: 0.002, memory: 8343, top1_acc: 0.7053, top5_acc: 0.8715, loss_cls: 1.2343, loss: 1.2343, grad_norm: 5.3276 2020-08-16 09:45:31,218 - mmaction - INFO - Epoch [87][600/940] lr: 1.000e-04, eta: 2:30:50, time: 0.754, data_time: 0.004, memory: 8343, top1_acc: 0.7033, top5_acc: 0.8729, loss_cls: 1.2150, loss: 1.2150, grad_norm: 5.3999 2020-08-16 09:45:44,701 - mmaction - INFO - Epoch [87][620/940] lr: 1.000e-04, eta: 2:30:35, time: 0.676, data_time: 0.005, memory: 8343, top1_acc: 0.6799, top5_acc: 0.8658, loss_cls: 1.2999, loss: 1.2999, grad_norm: 5.5264 2020-08-16 09:45:59,626 - mmaction - INFO - Epoch [87][640/940] lr: 1.000e-04, eta: 2:30:21, time: 0.745, data_time: 0.006, memory: 8343, top1_acc: 0.6967, top5_acc: 0.8664, loss_cls: 1.2562, loss: 1.2562, grad_norm: 5.5146 2020-08-16 09:46:14,732 - mmaction - INFO - Epoch [87][660/940] lr: 1.000e-04, eta: 2:30:07, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8680, loss_cls: 1.2728, loss: 1.2728, grad_norm: 5.5189 2020-08-16 09:46:28,180 - mmaction - INFO - Epoch [87][680/940] lr: 1.000e-04, eta: 2:29:52, time: 0.671, data_time: 0.005, memory: 8343, top1_acc: 0.6820, top5_acc: 0.8629, loss_cls: 1.3048, loss: 1.3048, grad_norm: 5.5708 2020-08-16 09:46:42,874 - mmaction - INFO - Epoch [87][700/940] lr: 1.000e-04, eta: 2:29:38, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8715, loss_cls: 1.2573, loss: 1.2573, grad_norm: 5.4925 2020-08-16 09:46:57,358 - mmaction - INFO - Epoch [87][720/940] lr: 1.000e-04, eta: 2:29:23, time: 0.722, data_time: 0.006, memory: 8343, top1_acc: 0.6889, top5_acc: 0.8617, loss_cls: 1.2837, loss: 1.2837, grad_norm: 5.5198 2020-08-16 09:47:11,122 - mmaction - INFO - Epoch [87][740/940] lr: 1.000e-04, eta: 2:29:09, time: 0.691, data_time: 0.006, memory: 8343, top1_acc: 0.6916, top5_acc: 0.8631, loss_cls: 1.2781, loss: 1.2781, grad_norm: 5.4384 2020-08-16 09:47:25,743 - mmaction - INFO - Epoch [87][760/940] lr: 1.000e-04, eta: 2:28:54, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.6920, top5_acc: 0.8658, loss_cls: 1.2879, loss: 1.2879, grad_norm: 5.4797 2020-08-16 09:47:39,489 - mmaction - INFO - Epoch [87][780/940] lr: 1.000e-04, eta: 2:28:40, time: 0.689, data_time: 0.005, memory: 8343, top1_acc: 0.6998, top5_acc: 0.8770, loss_cls: 1.2103, loss: 1.2103, grad_norm: 5.3427 2020-08-16 09:47:53,613 - mmaction - INFO - Epoch [87][800/940] lr: 1.000e-04, eta: 2:28:25, time: 0.706, data_time: 0.006, memory: 8343, top1_acc: 0.6871, top5_acc: 0.8656, loss_cls: 1.2849, loss: 1.2849, grad_norm: 5.6435 2020-08-16 09:48:07,788 - mmaction - INFO - Epoch [87][820/940] lr: 1.000e-04, eta: 2:28:11, time: 0.708, data_time: 0.002, memory: 8343, top1_acc: 0.7131, top5_acc: 0.8740, loss_cls: 1.2128, loss: 1.2128, grad_norm: 5.3761 2020-08-16 09:48:22,615 - mmaction - INFO - Epoch [87][840/940] lr: 1.000e-04, eta: 2:27:57, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8680, loss_cls: 1.2540, loss: 1.2540, grad_norm: 5.5340 2020-08-16 09:48:36,842 - mmaction - INFO - Epoch [87][860/940] lr: 1.000e-04, eta: 2:27:42, time: 0.712, data_time: 0.004, memory: 8343, top1_acc: 0.6883, top5_acc: 0.8670, loss_cls: 1.2890, loss: 1.2890, grad_norm: 5.5129 2020-08-16 09:48:51,730 - mmaction - INFO - Epoch [87][880/940] lr: 1.000e-04, eta: 2:27:28, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8686, loss_cls: 1.2598, loss: 1.2598, grad_norm: 5.4771 2020-08-16 09:49:05,304 - mmaction - INFO - Epoch [87][900/940] lr: 1.000e-04, eta: 2:27:13, time: 0.681, data_time: 0.005, memory: 8343, top1_acc: 0.6789, top5_acc: 0.8666, loss_cls: 1.2950, loss: 1.2950, grad_norm: 5.6191 2020-08-16 09:49:19,237 - mmaction - INFO - Epoch [87][920/940] lr: 1.000e-04, eta: 2:26:59, time: 0.694, data_time: 0.005, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8727, loss_cls: 1.2186, loss: 1.2186, grad_norm: 5.3170 2020-08-16 09:49:32,938 - mmaction - INFO - Epoch [87][940/940] lr: 1.000e-04, eta: 2:26:44, time: 0.687, data_time: 0.005, memory: 8343, top1_acc: 0.6945, top5_acc: 0.8618, loss_cls: 1.2900, loss: 1.2900, grad_norm: 5.5500 2020-08-16 09:49:54,413 - mmaction - INFO - Epoch [88][20/940] lr: 1.000e-04, eta: 2:26:31, time: 1.053, data_time: 0.434, memory: 8343, top1_acc: 0.6850, top5_acc: 0.8664, loss_cls: 1.2796, loss: 1.2796, grad_norm: 5.5082 2020-08-16 09:50:07,758 - mmaction - INFO - Epoch [88][40/940] lr: 1.000e-04, eta: 2:26:16, time: 0.668, data_time: 0.003, memory: 8343, top1_acc: 0.6965, top5_acc: 0.8719, loss_cls: 1.2360, loss: 1.2360, grad_norm: 5.5019 2020-08-16 09:50:22,025 - mmaction - INFO - Epoch [88][60/940] lr: 1.000e-04, eta: 2:26:02, time: 0.713, data_time: 0.003, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8695, loss_cls: 1.2522, loss: 1.2522, grad_norm: 5.4287 2020-08-16 09:50:35,799 - mmaction - INFO - Epoch [88][80/940] lr: 1.000e-04, eta: 2:25:47, time: 0.689, data_time: 0.003, memory: 8343, top1_acc: 0.6902, top5_acc: 0.8750, loss_cls: 1.2388, loss: 1.2388, grad_norm: 5.4191 2020-08-16 09:50:49,631 - mmaction - INFO - Epoch [88][100/940] lr: 1.000e-04, eta: 2:25:33, time: 0.691, data_time: 0.005, memory: 8343, top1_acc: 0.6957, top5_acc: 0.8660, loss_cls: 1.2688, loss: 1.2688, grad_norm: 5.5117 2020-08-16 09:51:03,389 - mmaction - INFO - Epoch [88][120/940] lr: 1.000e-04, eta: 2:25:18, time: 0.688, data_time: 0.004, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8711, loss_cls: 1.2587, loss: 1.2587, grad_norm: 5.5011 2020-08-16 09:51:17,103 - mmaction - INFO - Epoch [88][140/940] lr: 1.000e-04, eta: 2:25:04, time: 0.684, data_time: 0.006, memory: 8343, top1_acc: 0.6838, top5_acc: 0.8625, loss_cls: 1.2989, loss: 1.2989, grad_norm: 5.5234 2020-08-16 09:51:31,132 - mmaction - INFO - Epoch [88][160/940] lr: 1.000e-04, eta: 2:24:49, time: 0.703, data_time: 0.005, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8639, loss_cls: 1.2761, loss: 1.2761, grad_norm: 5.4076 2020-08-16 09:51:44,904 - mmaction - INFO - Epoch [88][180/940] lr: 1.000e-04, eta: 2:24:35, time: 0.684, data_time: 0.006, memory: 8343, top1_acc: 0.6973, top5_acc: 0.8719, loss_cls: 1.2251, loss: 1.2251, grad_norm: 5.3443 2020-08-16 09:51:58,790 - mmaction - INFO - Epoch [88][200/940] lr: 1.000e-04, eta: 2:24:20, time: 0.699, data_time: 0.008, memory: 8343, top1_acc: 0.6982, top5_acc: 0.8680, loss_cls: 1.2596, loss: 1.2596, grad_norm: 5.4235 2020-08-16 09:52:12,993 - mmaction - INFO - Epoch [88][220/940] lr: 1.000e-04, eta: 2:24:06, time: 0.710, data_time: 0.002, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8678, loss_cls: 1.2702, loss: 1.2702, grad_norm: 5.4690 2020-08-16 09:52:26,615 - mmaction - INFO - Epoch [88][240/940] lr: 1.000e-04, eta: 2:23:51, time: 0.677, data_time: 0.007, memory: 8343, top1_acc: 0.7033, top5_acc: 0.8752, loss_cls: 1.2342, loss: 1.2342, grad_norm: 5.3966 2020-08-16 09:52:41,167 - mmaction - INFO - Epoch [88][260/940] lr: 1.000e-04, eta: 2:23:37, time: 0.732, data_time: 0.007, memory: 8343, top1_acc: 0.7020, top5_acc: 0.8758, loss_cls: 1.2439, loss: 1.2439, grad_norm: 5.4900 2020-08-16 09:52:55,764 - mmaction - INFO - Epoch [88][280/940] lr: 1.000e-04, eta: 2:23:23, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8615, loss_cls: 1.2813, loss: 1.2813, grad_norm: 5.5000 2020-08-16 09:53:09,352 - mmaction - INFO - Epoch [88][300/940] lr: 1.000e-04, eta: 2:23:08, time: 0.683, data_time: 0.007, memory: 8343, top1_acc: 0.6912, top5_acc: 0.8666, loss_cls: 1.2879, loss: 1.2879, grad_norm: 5.5202 2020-08-16 09:53:23,118 - mmaction - INFO - Epoch [88][320/940] lr: 1.000e-04, eta: 2:22:54, time: 0.687, data_time: 0.006, memory: 8343, top1_acc: 0.6916, top5_acc: 0.8654, loss_cls: 1.2810, loss: 1.2810, grad_norm: 5.5241 2020-08-16 09:53:37,028 - mmaction - INFO - Epoch [88][340/940] lr: 1.000e-04, eta: 2:22:39, time: 0.697, data_time: 0.005, memory: 8343, top1_acc: 0.7107, top5_acc: 0.8816, loss_cls: 1.1934, loss: 1.1934, grad_norm: 5.3438 2020-08-16 09:53:51,462 - mmaction - INFO - Epoch [88][360/940] lr: 1.000e-04, eta: 2:22:25, time: 0.719, data_time: 0.006, memory: 8343, top1_acc: 0.6918, top5_acc: 0.8674, loss_cls: 1.2543, loss: 1.2543, grad_norm: 5.3187 2020-08-16 09:54:05,924 - mmaction - INFO - Epoch [88][380/940] lr: 1.000e-04, eta: 2:22:10, time: 0.726, data_time: 0.007, memory: 8343, top1_acc: 0.6939, top5_acc: 0.8660, loss_cls: 1.2533, loss: 1.2533, grad_norm: 5.4173 2020-08-16 09:54:20,561 - mmaction - INFO - Epoch [88][400/940] lr: 1.000e-04, eta: 2:21:56, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.7027, top5_acc: 0.8795, loss_cls: 1.2079, loss: 1.2079, grad_norm: 5.3591 2020-08-16 09:54:34,369 - mmaction - INFO - Epoch [88][420/940] lr: 1.000e-04, eta: 2:21:41, time: 0.692, data_time: 0.005, memory: 8343, top1_acc: 0.6895, top5_acc: 0.8686, loss_cls: 1.2784, loss: 1.2784, grad_norm: 5.5532 2020-08-16 09:54:48,500 - mmaction - INFO - Epoch [88][440/940] lr: 1.000e-04, eta: 2:21:27, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.6965, top5_acc: 0.8709, loss_cls: 1.2545, loss: 1.2545, grad_norm: 5.4627 2020-08-16 09:55:03,471 - mmaction - INFO - Epoch [88][460/940] lr: 1.000e-04, eta: 2:21:13, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.6908, top5_acc: 0.8688, loss_cls: 1.2752, loss: 1.2752, grad_norm: 5.4475 2020-08-16 09:55:17,152 - mmaction - INFO - Epoch [88][480/940] lr: 1.000e-04, eta: 2:20:58, time: 0.686, data_time: 0.005, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8627, loss_cls: 1.2599, loss: 1.2599, grad_norm: 5.4648 2020-08-16 09:55:30,978 - mmaction - INFO - Epoch [88][500/940] lr: 1.000e-04, eta: 2:20:44, time: 0.690, data_time: 0.007, memory: 8343, top1_acc: 0.6930, top5_acc: 0.8719, loss_cls: 1.2444, loss: 1.2444, grad_norm: 5.4472 2020-08-16 09:55:45,009 - mmaction - INFO - Epoch [88][520/940] lr: 1.000e-04, eta: 2:20:29, time: 0.704, data_time: 0.006, memory: 8343, top1_acc: 0.6975, top5_acc: 0.8691, loss_cls: 1.2658, loss: 1.2658, grad_norm: 5.4739 2020-08-16 09:55:59,730 - mmaction - INFO - Epoch [88][540/940] lr: 1.000e-04, eta: 2:20:15, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.6971, top5_acc: 0.8707, loss_cls: 1.2472, loss: 1.2472, grad_norm: 5.4661 2020-08-16 09:56:14,750 - mmaction - INFO - Epoch [88][560/940] lr: 1.000e-04, eta: 2:20:01, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.6994, top5_acc: 0.8748, loss_cls: 1.2329, loss: 1.2329, grad_norm: 5.4123 2020-08-16 09:56:28,227 - mmaction - INFO - Epoch [88][580/940] lr: 1.000e-04, eta: 2:19:46, time: 0.673, data_time: 0.006, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8773, loss_cls: 1.2359, loss: 1.2359, grad_norm: 5.3945 2020-08-16 09:56:42,423 - mmaction - INFO - Epoch [88][600/940] lr: 1.000e-04, eta: 2:19:32, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.7070, top5_acc: 0.8779, loss_cls: 1.2095, loss: 1.2095, grad_norm: 5.3701 2020-08-16 09:56:56,429 - mmaction - INFO - Epoch [88][620/940] lr: 1.000e-04, eta: 2:19:17, time: 0.697, data_time: 0.006, memory: 8343, top1_acc: 0.6834, top5_acc: 0.8598, loss_cls: 1.2983, loss: 1.2983, grad_norm: 5.5056 2020-08-16 09:57:10,606 - mmaction - INFO - Epoch [88][640/940] lr: 1.000e-04, eta: 2:19:03, time: 0.712, data_time: 0.007, memory: 8343, top1_acc: 0.6850, top5_acc: 0.8658, loss_cls: 1.3025, loss: 1.3025, grad_norm: 5.5326 2020-08-16 09:57:24,759 - mmaction - INFO - Epoch [88][660/940] lr: 1.000e-04, eta: 2:18:48, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.7002, top5_acc: 0.8709, loss_cls: 1.2515, loss: 1.2515, grad_norm: 5.4421 2020-08-16 09:57:38,385 - mmaction - INFO - Epoch [88][680/940] lr: 1.000e-04, eta: 2:18:34, time: 0.682, data_time: 0.003, memory: 8343, top1_acc: 0.6949, top5_acc: 0.8693, loss_cls: 1.2536, loss: 1.2536, grad_norm: 5.4565 2020-08-16 09:57:52,838 - mmaction - INFO - Epoch [88][700/940] lr: 1.000e-04, eta: 2:18:19, time: 0.723, data_time: 0.006, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8678, loss_cls: 1.2723, loss: 1.2723, grad_norm: 5.5029 2020-08-16 09:58:06,776 - mmaction - INFO - Epoch [88][720/940] lr: 1.000e-04, eta: 2:18:05, time: 0.697, data_time: 0.005, memory: 8343, top1_acc: 0.6926, top5_acc: 0.8652, loss_cls: 1.2697, loss: 1.2697, grad_norm: 5.5956 2020-08-16 09:58:21,072 - mmaction - INFO - Epoch [88][740/940] lr: 1.000e-04, eta: 2:17:50, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.7002, top5_acc: 0.8693, loss_cls: 1.2381, loss: 1.2381, grad_norm: 5.4218 2020-08-16 09:58:35,115 - mmaction - INFO - Epoch [88][760/940] lr: 1.000e-04, eta: 2:17:36, time: 0.704, data_time: 0.006, memory: 8343, top1_acc: 0.6893, top5_acc: 0.8703, loss_cls: 1.2648, loss: 1.2648, grad_norm: 5.5100 2020-08-16 09:58:49,301 - mmaction - INFO - Epoch [88][780/940] lr: 1.000e-04, eta: 2:17:21, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.7002, top5_acc: 0.8729, loss_cls: 1.2504, loss: 1.2504, grad_norm: 5.4476 2020-08-16 09:59:03,267 - mmaction - INFO - Epoch [88][800/940] lr: 1.000e-04, eta: 2:17:07, time: 0.698, data_time: 0.007, memory: 8343, top1_acc: 0.6920, top5_acc: 0.8730, loss_cls: 1.2566, loss: 1.2566, grad_norm: 5.4834 2020-08-16 09:59:17,510 - mmaction - INFO - Epoch [88][820/940] lr: 1.000e-04, eta: 2:16:53, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.6955, top5_acc: 0.8721, loss_cls: 1.2440, loss: 1.2440, grad_norm: 5.4511 2020-08-16 09:59:32,083 - mmaction - INFO - Epoch [88][840/940] lr: 1.000e-04, eta: 2:16:38, time: 0.725, data_time: 0.005, memory: 8343, top1_acc: 0.6959, top5_acc: 0.8633, loss_cls: 1.2748, loss: 1.2748, grad_norm: 5.4963 2020-08-16 09:59:45,992 - mmaction - INFO - Epoch [88][860/940] lr: 1.000e-04, eta: 2:16:24, time: 0.699, data_time: 0.007, memory: 8343, top1_acc: 0.7035, top5_acc: 0.8711, loss_cls: 1.2381, loss: 1.2381, grad_norm: 5.3906 2020-08-16 09:59:59,753 - mmaction - INFO - Epoch [88][880/940] lr: 1.000e-04, eta: 2:16:09, time: 0.687, data_time: 0.006, memory: 8343, top1_acc: 0.6855, top5_acc: 0.8666, loss_cls: 1.2789, loss: 1.2789, grad_norm: 5.4723 2020-08-16 10:00:15,580 - mmaction - INFO - Epoch [88][900/940] lr: 1.000e-04, eta: 2:15:55, time: 0.782, data_time: 0.006, memory: 8343, top1_acc: 0.7012, top5_acc: 0.8699, loss_cls: 1.2511, loss: 1.2511, grad_norm: 5.4367 2020-08-16 10:00:30,228 - mmaction - INFO - Epoch [88][920/940] lr: 1.000e-04, eta: 2:15:41, time: 0.744, data_time: 0.022, memory: 8343, top1_acc: 0.6838, top5_acc: 0.8650, loss_cls: 1.2945, loss: 1.2945, grad_norm: 5.5646 2020-08-16 10:00:43,535 - mmaction - INFO - Epoch [88][940/940] lr: 1.000e-04, eta: 2:15:26, time: 0.663, data_time: 0.006, memory: 8343, top1_acc: 0.6951, top5_acc: 0.8732, loss_cls: 1.2516, loss: 1.2516, grad_norm: 5.6527 2020-08-16 10:01:09,093 - mmaction - INFO - Epoch [89][20/940] lr: 1.000e-04, eta: 2:15:13, time: 1.246, data_time: 0.619, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8736, loss_cls: 1.2393, loss: 1.2393, grad_norm: 5.4911 2020-08-16 10:01:22,325 - mmaction - INFO - Epoch [89][40/940] lr: 1.000e-04, eta: 2:14:59, time: 0.663, data_time: 0.005, memory: 8343, top1_acc: 0.6773, top5_acc: 0.8621, loss_cls: 1.3097, loss: 1.3097, grad_norm: 5.5427 2020-08-16 10:01:35,453 - mmaction - INFO - Epoch [89][60/940] lr: 1.000e-04, eta: 2:14:44, time: 0.655, data_time: 0.006, memory: 8343, top1_acc: 0.6934, top5_acc: 0.8711, loss_cls: 1.2471, loss: 1.2471, grad_norm: 5.4378 2020-08-16 10:01:49,131 - mmaction - INFO - Epoch [89][80/940] lr: 1.000e-04, eta: 2:14:29, time: 0.686, data_time: 0.005, memory: 8343, top1_acc: 0.7051, top5_acc: 0.8750, loss_cls: 1.2314, loss: 1.2314, grad_norm: 5.4206 2020-08-16 10:02:04,350 - mmaction - INFO - Epoch [89][100/940] lr: 1.000e-04, eta: 2:14:15, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8637, loss_cls: 1.3004, loss: 1.3004, grad_norm: 5.4226 2020-08-16 10:02:17,694 - mmaction - INFO - Epoch [89][120/940] lr: 1.000e-04, eta: 2:14:01, time: 0.670, data_time: 0.007, memory: 8343, top1_acc: 0.6916, top5_acc: 0.8695, loss_cls: 1.2627, loss: 1.2627, grad_norm: 5.5473 2020-08-16 10:02:31,477 - mmaction - INFO - Epoch [89][140/940] lr: 1.000e-04, eta: 2:13:46, time: 0.688, data_time: 0.006, memory: 8343, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2991, loss: 1.2991, grad_norm: 5.5681 2020-08-16 10:02:45,646 - mmaction - INFO - Epoch [89][160/940] lr: 1.000e-04, eta: 2:13:32, time: 0.710, data_time: 0.006, memory: 8343, top1_acc: 0.6961, top5_acc: 0.8725, loss_cls: 1.2564, loss: 1.2564, grad_norm: 5.4798 2020-08-16 10:02:59,854 - mmaction - INFO - Epoch [89][180/940] lr: 1.000e-04, eta: 2:13:17, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.6939, top5_acc: 0.8633, loss_cls: 1.2798, loss: 1.2798, grad_norm: 5.4275 2020-08-16 10:03:13,772 - mmaction - INFO - Epoch [89][200/940] lr: 1.000e-04, eta: 2:13:03, time: 0.698, data_time: 0.006, memory: 8343, top1_acc: 0.7082, top5_acc: 0.8742, loss_cls: 1.2285, loss: 1.2285, grad_norm: 5.4234 2020-08-16 10:03:28,374 - mmaction - INFO - Epoch [89][220/940] lr: 1.000e-04, eta: 2:12:48, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8613, loss_cls: 1.3041, loss: 1.3041, grad_norm: 5.5652 2020-08-16 10:03:42,016 - mmaction - INFO - Epoch [89][240/940] lr: 1.000e-04, eta: 2:12:34, time: 0.684, data_time: 0.006, memory: 8343, top1_acc: 0.7039, top5_acc: 0.8672, loss_cls: 1.2363, loss: 1.2363, grad_norm: 5.3348 2020-08-16 10:03:56,734 - mmaction - INFO - Epoch [89][260/940] lr: 1.000e-04, eta: 2:12:19, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.6879, top5_acc: 0.8652, loss_cls: 1.2875, loss: 1.2875, grad_norm: 5.5622 2020-08-16 10:04:10,641 - mmaction - INFO - Epoch [89][280/940] lr: 1.000e-04, eta: 2:12:05, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.6957, top5_acc: 0.8672, loss_cls: 1.2498, loss: 1.2498, grad_norm: 5.4806 2020-08-16 10:04:25,347 - mmaction - INFO - Epoch [89][300/940] lr: 1.000e-04, eta: 2:11:51, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8631, loss_cls: 1.2699, loss: 1.2699, grad_norm: 5.4562 2020-08-16 10:04:39,239 - mmaction - INFO - Epoch [89][320/940] lr: 1.000e-04, eta: 2:11:36, time: 0.696, data_time: 0.005, memory: 8343, top1_acc: 0.6977, top5_acc: 0.8742, loss_cls: 1.2414, loss: 1.2414, grad_norm: 5.4491 2020-08-16 10:04:53,290 - mmaction - INFO - Epoch [89][340/940] lr: 1.000e-04, eta: 2:11:22, time: 0.700, data_time: 0.006, memory: 8343, top1_acc: 0.6941, top5_acc: 0.8709, loss_cls: 1.2522, loss: 1.2522, grad_norm: 5.4451 2020-08-16 10:05:08,022 - mmaction - INFO - Epoch [89][360/940] lr: 1.000e-04, eta: 2:11:07, time: 0.739, data_time: 0.007, memory: 8343, top1_acc: 0.6924, top5_acc: 0.8697, loss_cls: 1.2395, loss: 1.2395, grad_norm: 5.4943 2020-08-16 10:05:21,890 - mmaction - INFO - Epoch [89][380/940] lr: 1.000e-04, eta: 2:10:53, time: 0.691, data_time: 0.007, memory: 8343, top1_acc: 0.6982, top5_acc: 0.8697, loss_cls: 1.2468, loss: 1.2468, grad_norm: 5.3962 2020-08-16 10:05:35,844 - mmaction - INFO - Epoch [89][400/940] lr: 1.000e-04, eta: 2:10:38, time: 0.700, data_time: 0.006, memory: 8343, top1_acc: 0.6967, top5_acc: 0.8725, loss_cls: 1.2484, loss: 1.2484, grad_norm: 5.4115 2020-08-16 10:05:50,880 - mmaction - INFO - Epoch [89][420/940] lr: 1.000e-04, eta: 2:10:24, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.7012, top5_acc: 0.8734, loss_cls: 1.2418, loss: 1.2418, grad_norm: 5.4038 2020-08-16 10:06:04,441 - mmaction - INFO - Epoch [89][440/940] lr: 1.000e-04, eta: 2:10:09, time: 0.682, data_time: 0.007, memory: 8343, top1_acc: 0.6928, top5_acc: 0.8742, loss_cls: 1.2718, loss: 1.2718, grad_norm: 5.5418 2020-08-16 10:06:18,620 - mmaction - INFO - Epoch [89][460/940] lr: 1.000e-04, eta: 2:09:55, time: 0.706, data_time: 0.005, memory: 8343, top1_acc: 0.6947, top5_acc: 0.8756, loss_cls: 1.2366, loss: 1.2366, grad_norm: 5.4266 2020-08-16 10:06:33,523 - mmaction - INFO - Epoch [89][480/940] lr: 1.000e-04, eta: 2:09:41, time: 0.748, data_time: 0.007, memory: 8343, top1_acc: 0.6916, top5_acc: 0.8717, loss_cls: 1.2665, loss: 1.2665, grad_norm: 5.5497 2020-08-16 10:06:47,552 - mmaction - INFO - Epoch [89][500/940] lr: 1.000e-04, eta: 2:09:26, time: 0.699, data_time: 0.006, memory: 8343, top1_acc: 0.6973, top5_acc: 0.8668, loss_cls: 1.2608, loss: 1.2608, grad_norm: 5.4949 2020-08-16 10:07:01,971 - mmaction - INFO - Epoch [89][520/940] lr: 1.000e-04, eta: 2:09:12, time: 0.723, data_time: 0.006, memory: 8343, top1_acc: 0.6883, top5_acc: 0.8721, loss_cls: 1.2534, loss: 1.2534, grad_norm: 5.4308 2020-08-16 10:07:15,935 - mmaction - INFO - Epoch [89][540/940] lr: 1.000e-04, eta: 2:08:57, time: 0.696, data_time: 0.006, memory: 8343, top1_acc: 0.6859, top5_acc: 0.8652, loss_cls: 1.2859, loss: 1.2859, grad_norm: 5.4720 2020-08-16 10:07:30,445 - mmaction - INFO - Epoch [89][560/940] lr: 1.000e-04, eta: 2:08:43, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8705, loss_cls: 1.2335, loss: 1.2335, grad_norm: 5.3576 2020-08-16 10:07:44,396 - mmaction - INFO - Epoch [89][580/940] lr: 1.000e-04, eta: 2:08:29, time: 0.696, data_time: 0.007, memory: 8343, top1_acc: 0.6955, top5_acc: 0.8674, loss_cls: 1.2608, loss: 1.2608, grad_norm: 5.4837 2020-08-16 10:07:59,322 - mmaction - INFO - Epoch [89][600/940] lr: 1.000e-04, eta: 2:08:14, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8609, loss_cls: 1.2921, loss: 1.2921, grad_norm: 5.5117 2020-08-16 10:08:12,715 - mmaction - INFO - Epoch [89][620/940] lr: 1.000e-04, eta: 2:08:00, time: 0.668, data_time: 0.007, memory: 8343, top1_acc: 0.6895, top5_acc: 0.8668, loss_cls: 1.2913, loss: 1.2913, grad_norm: 5.4660 2020-08-16 10:08:26,887 - mmaction - INFO - Epoch [89][640/940] lr: 1.000e-04, eta: 2:07:45, time: 0.711, data_time: 0.006, memory: 8343, top1_acc: 0.6939, top5_acc: 0.8684, loss_cls: 1.2579, loss: 1.2579, grad_norm: 5.4913 2020-08-16 10:08:42,521 - mmaction - INFO - Epoch [89][660/940] lr: 1.000e-04, eta: 2:07:31, time: 0.779, data_time: 0.005, memory: 8343, top1_acc: 0.6971, top5_acc: 0.8650, loss_cls: 1.2759, loss: 1.2759, grad_norm: 5.4410 2020-08-16 10:08:56,457 - mmaction - INFO - Epoch [89][680/940] lr: 1.000e-04, eta: 2:07:16, time: 0.699, data_time: 0.006, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8693, loss_cls: 1.2738, loss: 1.2738, grad_norm: 5.4875 2020-08-16 10:09:11,018 - mmaction - INFO - Epoch [89][700/940] lr: 1.000e-04, eta: 2:07:02, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.6824, top5_acc: 0.8631, loss_cls: 1.3017, loss: 1.3017, grad_norm: 5.5650 2020-08-16 10:09:25,203 - mmaction - INFO - Epoch [89][720/940] lr: 1.000e-04, eta: 2:06:48, time: 0.711, data_time: 0.005, memory: 8343, top1_acc: 0.6930, top5_acc: 0.8660, loss_cls: 1.2845, loss: 1.2845, grad_norm: 5.4572 2020-08-16 10:09:40,417 - mmaction - INFO - Epoch [89][740/940] lr: 1.000e-04, eta: 2:06:33, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.6916, top5_acc: 0.8764, loss_cls: 1.2416, loss: 1.2416, grad_norm: 5.4439 2020-08-16 10:09:54,115 - mmaction - INFO - Epoch [89][760/940] lr: 1.000e-04, eta: 2:06:19, time: 0.687, data_time: 0.005, memory: 8343, top1_acc: 0.7020, top5_acc: 0.8715, loss_cls: 1.2432, loss: 1.2432, grad_norm: 5.3943 2020-08-16 10:10:08,106 - mmaction - INFO - Epoch [89][780/940] lr: 1.000e-04, eta: 2:06:04, time: 0.697, data_time: 0.006, memory: 8343, top1_acc: 0.7027, top5_acc: 0.8822, loss_cls: 1.2005, loss: 1.2005, grad_norm: 5.2820 2020-08-16 10:10:24,437 - mmaction - INFO - Epoch [89][800/940] lr: 1.000e-04, eta: 2:05:50, time: 0.819, data_time: 0.006, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2289, loss: 1.2289, grad_norm: 5.3714 2020-08-16 10:10:37,733 - mmaction - INFO - Epoch [89][820/940] lr: 1.000e-04, eta: 2:05:36, time: 0.663, data_time: 0.006, memory: 8343, top1_acc: 0.6965, top5_acc: 0.8707, loss_cls: 1.2374, loss: 1.2374, grad_norm: 5.4577 2020-08-16 10:10:51,581 - mmaction - INFO - Epoch [89][840/940] lr: 1.000e-04, eta: 2:05:21, time: 0.694, data_time: 0.005, memory: 8343, top1_acc: 0.6924, top5_acc: 0.8678, loss_cls: 1.2535, loss: 1.2535, grad_norm: 5.5291 2020-08-16 10:11:06,027 - mmaction - INFO - Epoch [89][860/940] lr: 1.000e-04, eta: 2:05:07, time: 0.722, data_time: 0.002, memory: 8343, top1_acc: 0.7146, top5_acc: 0.8775, loss_cls: 1.1782, loss: 1.1782, grad_norm: 5.2468 2020-08-16 10:11:20,187 - mmaction - INFO - Epoch [89][880/940] lr: 1.000e-04, eta: 2:04:52, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.6926, top5_acc: 0.8750, loss_cls: 1.2408, loss: 1.2408, grad_norm: 5.4727 2020-08-16 10:11:34,274 - mmaction - INFO - Epoch [89][900/940] lr: 1.000e-04, eta: 2:04:38, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.6939, top5_acc: 0.8666, loss_cls: 1.2659, loss: 1.2659, grad_norm: 5.4946 2020-08-16 10:11:48,524 - mmaction - INFO - Epoch [89][920/940] lr: 1.000e-04, eta: 2:04:23, time: 0.710, data_time: 0.006, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8736, loss_cls: 1.2442, loss: 1.2442, grad_norm: 5.4828 2020-08-16 10:12:02,186 - mmaction - INFO - Epoch [89][940/940] lr: 1.000e-04, eta: 2:04:09, time: 0.685, data_time: 0.006, memory: 8343, top1_acc: 0.6955, top5_acc: 0.8667, loss_cls: 1.2605, loss: 1.2605, grad_norm: 5.5752 2020-08-16 10:12:24,124 - mmaction - INFO - Epoch [90][20/940] lr: 1.000e-04, eta: 2:03:55, time: 1.073, data_time: 0.454, memory: 8343, top1_acc: 0.6949, top5_acc: 0.8705, loss_cls: 1.2555, loss: 1.2555, grad_norm: 5.3959 2020-08-16 10:12:38,124 - mmaction - INFO - Epoch [90][40/940] lr: 1.000e-04, eta: 2:03:41, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.6893, top5_acc: 0.8645, loss_cls: 1.2949, loss: 1.2949, grad_norm: 5.5903 2020-08-16 10:12:51,977 - mmaction - INFO - Epoch [90][60/940] lr: 1.000e-04, eta: 2:03:26, time: 0.694, data_time: 0.006, memory: 8343, top1_acc: 0.6951, top5_acc: 0.8658, loss_cls: 1.2495, loss: 1.2495, grad_norm: 5.4783 2020-08-16 10:13:05,886 - mmaction - INFO - Epoch [90][80/940] lr: 1.000e-04, eta: 2:03:12, time: 0.694, data_time: 0.007, memory: 8343, top1_acc: 0.6912, top5_acc: 0.8719, loss_cls: 1.2369, loss: 1.2369, grad_norm: 5.4484 2020-08-16 10:13:19,771 - mmaction - INFO - Epoch [90][100/940] lr: 1.000e-04, eta: 2:02:58, time: 0.696, data_time: 0.006, memory: 8343, top1_acc: 0.6986, top5_acc: 0.8678, loss_cls: 1.2738, loss: 1.2738, grad_norm: 5.5212 2020-08-16 10:13:35,352 - mmaction - INFO - Epoch [90][120/940] lr: 1.000e-04, eta: 2:02:43, time: 0.777, data_time: 0.005, memory: 8343, top1_acc: 0.6937, top5_acc: 0.8740, loss_cls: 1.2521, loss: 1.2521, grad_norm: 5.4694 2020-08-16 10:13:48,714 - mmaction - INFO - Epoch [90][140/940] lr: 1.000e-04, eta: 2:02:29, time: 0.670, data_time: 0.006, memory: 8343, top1_acc: 0.6959, top5_acc: 0.8658, loss_cls: 1.2572, loss: 1.2572, grad_norm: 5.3974 2020-08-16 10:14:02,776 - mmaction - INFO - Epoch [90][160/940] lr: 1.000e-04, eta: 2:02:14, time: 0.701, data_time: 0.005, memory: 8343, top1_acc: 0.7008, top5_acc: 0.8672, loss_cls: 1.2455, loss: 1.2455, grad_norm: 5.3959 2020-08-16 10:14:17,500 - mmaction - INFO - Epoch [90][180/940] lr: 1.000e-04, eta: 2:02:00, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.6930, top5_acc: 0.8619, loss_cls: 1.2813, loss: 1.2813, grad_norm: 5.4906 2020-08-16 10:14:32,207 - mmaction - INFO - Epoch [90][200/940] lr: 1.000e-04, eta: 2:01:46, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.6965, top5_acc: 0.8670, loss_cls: 1.2597, loss: 1.2597, grad_norm: 5.4195 2020-08-16 10:14:46,199 - mmaction - INFO - Epoch [90][220/940] lr: 1.000e-04, eta: 2:01:31, time: 0.700, data_time: 0.004, memory: 8343, top1_acc: 0.7027, top5_acc: 0.8705, loss_cls: 1.2211, loss: 1.2211, grad_norm: 5.4121 2020-08-16 10:15:00,915 - mmaction - INFO - Epoch [90][240/940] lr: 1.000e-04, eta: 2:01:17, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.6924, top5_acc: 0.8684, loss_cls: 1.2535, loss: 1.2535, grad_norm: 5.4659 2020-08-16 10:15:15,938 - mmaction - INFO - Epoch [90][260/940] lr: 1.000e-04, eta: 2:01:02, time: 0.752, data_time: 0.005, memory: 8343, top1_acc: 0.6879, top5_acc: 0.8639, loss_cls: 1.2830, loss: 1.2830, grad_norm: 5.5559 2020-08-16 10:15:30,727 - mmaction - INFO - Epoch [90][280/940] lr: 1.000e-04, eta: 2:00:48, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8727, loss_cls: 1.2509, loss: 1.2509, grad_norm: 5.3891 2020-08-16 10:15:45,171 - mmaction - INFO - Epoch [90][300/940] lr: 1.000e-04, eta: 2:00:34, time: 0.723, data_time: 0.002, memory: 8343, top1_acc: 0.6893, top5_acc: 0.8678, loss_cls: 1.2764, loss: 1.2764, grad_norm: 5.4912 2020-08-16 10:15:59,564 - mmaction - INFO - Epoch [90][320/940] lr: 1.000e-04, eta: 2:00:19, time: 0.717, data_time: 0.006, memory: 8343, top1_acc: 0.6920, top5_acc: 0.8656, loss_cls: 1.2819, loss: 1.2819, grad_norm: 5.5326 2020-08-16 10:16:14,309 - mmaction - INFO - Epoch [90][340/940] lr: 1.000e-04, eta: 2:00:05, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.6961, top5_acc: 0.8699, loss_cls: 1.2450, loss: 1.2450, grad_norm: 5.4574 2020-08-16 10:16:28,576 - mmaction - INFO - Epoch [90][360/940] lr: 1.000e-04, eta: 1:59:50, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8803, loss_cls: 1.2099, loss: 1.2099, grad_norm: 5.3541 2020-08-16 10:16:43,154 - mmaction - INFO - Epoch [90][380/940] lr: 1.000e-04, eta: 1:59:36, time: 0.733, data_time: 0.007, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8672, loss_cls: 1.2659, loss: 1.2659, grad_norm: 5.4022 2020-08-16 10:16:57,132 - mmaction - INFO - Epoch [90][400/940] lr: 1.000e-04, eta: 1:59:21, time: 0.697, data_time: 0.006, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8760, loss_cls: 1.2190, loss: 1.2190, grad_norm: 5.4191 2020-08-16 10:17:12,326 - mmaction - INFO - Epoch [90][420/940] lr: 1.000e-04, eta: 1:59:07, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.6936, top5_acc: 0.8777, loss_cls: 1.2436, loss: 1.2436, grad_norm: 5.5673 2020-08-16 10:17:26,029 - mmaction - INFO - Epoch [90][440/940] lr: 1.000e-04, eta: 1:58:53, time: 0.682, data_time: 0.008, memory: 8343, top1_acc: 0.6945, top5_acc: 0.8705, loss_cls: 1.2459, loss: 1.2459, grad_norm: 5.3479 2020-08-16 10:17:39,985 - mmaction - INFO - Epoch [90][460/940] lr: 1.000e-04, eta: 1:58:38, time: 0.702, data_time: 0.007, memory: 8343, top1_acc: 0.7064, top5_acc: 0.8736, loss_cls: 1.2290, loss: 1.2290, grad_norm: 5.4564 2020-08-16 10:17:55,666 - mmaction - INFO - Epoch [90][480/940] lr: 1.000e-04, eta: 1:58:24, time: 0.784, data_time: 0.005, memory: 8343, top1_acc: 0.7080, top5_acc: 0.8768, loss_cls: 1.2178, loss: 1.2178, grad_norm: 5.3237 2020-08-16 10:18:10,029 - mmaction - INFO - Epoch [90][500/940] lr: 1.000e-04, eta: 1:58:10, time: 0.718, data_time: 0.002, memory: 8343, top1_acc: 0.7131, top5_acc: 0.8768, loss_cls: 1.1940, loss: 1.1940, grad_norm: 5.3633 2020-08-16 10:18:24,076 - mmaction - INFO - Epoch [90][520/940] lr: 1.000e-04, eta: 1:57:55, time: 0.701, data_time: 0.006, memory: 8343, top1_acc: 0.6947, top5_acc: 0.8672, loss_cls: 1.2785, loss: 1.2785, grad_norm: 5.5424 2020-08-16 10:18:38,697 - mmaction - INFO - Epoch [90][540/940] lr: 1.000e-04, eta: 1:57:41, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.6951, top5_acc: 0.8703, loss_cls: 1.2598, loss: 1.2598, grad_norm: 5.5116 2020-08-16 10:18:54,050 - mmaction - INFO - Epoch [90][560/940] lr: 1.000e-04, eta: 1:57:26, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.6994, top5_acc: 0.8693, loss_cls: 1.2495, loss: 1.2495, grad_norm: 5.4833 2020-08-16 10:19:07,533 - mmaction - INFO - Epoch [90][580/940] lr: 1.000e-04, eta: 1:57:12, time: 0.676, data_time: 0.005, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8729, loss_cls: 1.2264, loss: 1.2264, grad_norm: 5.4388 2020-08-16 10:19:22,327 - mmaction - INFO - Epoch [90][600/940] lr: 1.000e-04, eta: 1:56:58, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.6975, top5_acc: 0.8713, loss_cls: 1.2522, loss: 1.2522, grad_norm: 5.5498 2020-08-16 10:19:36,183 - mmaction - INFO - Epoch [90][620/940] lr: 1.000e-04, eta: 1:56:43, time: 0.696, data_time: 0.006, memory: 8343, top1_acc: 0.6832, top5_acc: 0.8621, loss_cls: 1.2990, loss: 1.2990, grad_norm: 5.4931 2020-08-16 10:19:50,937 - mmaction - INFO - Epoch [90][640/940] lr: 1.000e-04, eta: 1:56:29, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.6939, top5_acc: 0.8646, loss_cls: 1.2706, loss: 1.2706, grad_norm: 5.5070 2020-08-16 10:20:05,747 - mmaction - INFO - Epoch [90][660/940] lr: 1.000e-04, eta: 1:56:14, time: 0.743, data_time: 0.006, memory: 8343, top1_acc: 0.6947, top5_acc: 0.8664, loss_cls: 1.2533, loss: 1.2533, grad_norm: 5.3721 2020-08-16 10:20:19,958 - mmaction - INFO - Epoch [90][680/940] lr: 1.000e-04, eta: 1:56:00, time: 0.711, data_time: 0.002, memory: 8343, top1_acc: 0.6928, top5_acc: 0.8693, loss_cls: 1.2596, loss: 1.2596, grad_norm: 5.4927 2020-08-16 10:20:34,093 - mmaction - INFO - Epoch [90][700/940] lr: 1.000e-04, eta: 1:55:45, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.6830, top5_acc: 0.8572, loss_cls: 1.3065, loss: 1.3065, grad_norm: 5.5566 2020-08-16 10:20:48,603 - mmaction - INFO - Epoch [90][720/940] lr: 1.000e-04, eta: 1:55:31, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8744, loss_cls: 1.2388, loss: 1.2388, grad_norm: 5.4811 2020-08-16 10:21:03,538 - mmaction - INFO - Epoch [90][740/940] lr: 1.000e-04, eta: 1:55:17, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.6869, top5_acc: 0.8572, loss_cls: 1.3066, loss: 1.3066, grad_norm: 5.4871 2020-08-16 10:21:17,409 - mmaction - INFO - Epoch [90][760/940] lr: 1.000e-04, eta: 1:55:02, time: 0.696, data_time: 0.007, memory: 8343, top1_acc: 0.7035, top5_acc: 0.8734, loss_cls: 1.2086, loss: 1.2086, grad_norm: 5.4466 2020-08-16 10:21:31,588 - mmaction - INFO - Epoch [90][780/940] lr: 1.000e-04, eta: 1:54:48, time: 0.708, data_time: 0.006, memory: 8343, top1_acc: 0.6809, top5_acc: 0.8654, loss_cls: 1.2848, loss: 1.2848, grad_norm: 5.5771 2020-08-16 10:21:45,797 - mmaction - INFO - Epoch [90][800/940] lr: 1.000e-04, eta: 1:54:33, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.6855, top5_acc: 0.8602, loss_cls: 1.2989, loss: 1.2989, grad_norm: 5.6066 2020-08-16 10:22:00,419 - mmaction - INFO - Epoch [90][820/940] lr: 1.000e-04, eta: 1:54:19, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.7037, top5_acc: 0.8807, loss_cls: 1.2038, loss: 1.2038, grad_norm: 5.3598 2020-08-16 10:22:16,712 - mmaction - INFO - Epoch [90][840/940] lr: 1.000e-04, eta: 1:54:05, time: 0.818, data_time: 0.006, memory: 8343, top1_acc: 0.7018, top5_acc: 0.8752, loss_cls: 1.2276, loss: 1.2276, grad_norm: 5.4301 2020-08-16 10:22:29,919 - mmaction - INFO - Epoch [90][860/940] lr: 1.000e-04, eta: 1:53:50, time: 0.658, data_time: 0.006, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8611, loss_cls: 1.3078, loss: 1.3078, grad_norm: 5.5165 2020-08-16 10:22:44,657 - mmaction - INFO - Epoch [90][880/940] lr: 1.000e-04, eta: 1:53:36, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.6873, top5_acc: 0.8682, loss_cls: 1.2915, loss: 1.2915, grad_norm: 5.5787 2020-08-16 10:22:58,779 - mmaction - INFO - Epoch [90][900/940] lr: 1.000e-04, eta: 1:53:21, time: 0.706, data_time: 0.002, memory: 8343, top1_acc: 0.6939, top5_acc: 0.8717, loss_cls: 1.2538, loss: 1.2538, grad_norm: 5.5241 2020-08-16 10:23:13,991 - mmaction - INFO - Epoch [90][920/940] lr: 1.000e-04, eta: 1:53:07, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.6898, top5_acc: 0.8768, loss_cls: 1.2521, loss: 1.2521, grad_norm: 5.4439 2020-08-16 10:23:27,250 - mmaction - INFO - Epoch [90][940/940] lr: 1.000e-04, eta: 1:52:53, time: 0.666, data_time: 0.007, memory: 8343, top1_acc: 0.6992, top5_acc: 0.8740, loss_cls: 1.2390, loss: 1.2390, grad_norm: 5.4603 2020-08-16 10:23:27,618 - mmaction - INFO - Saving checkpoint at 90 epochs 2020-08-16 10:23:48,623 - mmaction - INFO - Epoch [91][20/940] lr: 1.000e-04, eta: 1:52:39, time: 0.958, data_time: 0.345, memory: 8343, top1_acc: 0.6898, top5_acc: 0.8695, loss_cls: 1.2568, loss: 1.2568, grad_norm: 5.4684 2020-08-16 10:24:01,899 - mmaction - INFO - Epoch [91][40/940] lr: 1.000e-04, eta: 1:52:24, time: 0.665, data_time: 0.006, memory: 8343, top1_acc: 0.6898, top5_acc: 0.8711, loss_cls: 1.2525, loss: 1.2525, grad_norm: 5.5240 2020-08-16 10:24:16,619 - mmaction - INFO - Epoch [91][60/940] lr: 1.000e-04, eta: 1:52:10, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.7178, top5_acc: 0.8826, loss_cls: 1.1871, loss: 1.1871, grad_norm: 5.4049 2020-08-16 10:24:32,070 - mmaction - INFO - Epoch [91][80/940] lr: 1.000e-04, eta: 1:51:55, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.6992, top5_acc: 0.8756, loss_cls: 1.2219, loss: 1.2219, grad_norm: 5.4016 2020-08-16 10:24:45,376 - mmaction - INFO - Epoch [91][100/940] lr: 1.000e-04, eta: 1:51:41, time: 0.664, data_time: 0.006, memory: 8343, top1_acc: 0.7014, top5_acc: 0.8807, loss_cls: 1.2036, loss: 1.2036, grad_norm: 5.4173 2020-08-16 10:24:59,147 - mmaction - INFO - Epoch [91][120/940] lr: 1.000e-04, eta: 1:51:26, time: 0.690, data_time: 0.005, memory: 8343, top1_acc: 0.6814, top5_acc: 0.8629, loss_cls: 1.2953, loss: 1.2953, grad_norm: 5.5663 2020-08-16 10:25:13,718 - mmaction - INFO - Epoch [91][140/940] lr: 1.000e-04, eta: 1:51:12, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.6947, top5_acc: 0.8625, loss_cls: 1.2821, loss: 1.2821, grad_norm: 5.5363 2020-08-16 10:25:27,837 - mmaction - INFO - Epoch [91][160/940] lr: 1.000e-04, eta: 1:50:58, time: 0.708, data_time: 0.005, memory: 8343, top1_acc: 0.7029, top5_acc: 0.8729, loss_cls: 1.2101, loss: 1.2101, grad_norm: 5.3426 2020-08-16 10:25:42,684 - mmaction - INFO - Epoch [91][180/940] lr: 1.000e-04, eta: 1:50:43, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.6895, top5_acc: 0.8604, loss_cls: 1.2952, loss: 1.2952, grad_norm: 5.5011 2020-08-16 10:25:56,611 - mmaction - INFO - Epoch [91][200/940] lr: 1.000e-04, eta: 1:50:29, time: 0.700, data_time: 0.007, memory: 8343, top1_acc: 0.6861, top5_acc: 0.8611, loss_cls: 1.2935, loss: 1.2935, grad_norm: 5.5667 2020-08-16 10:26:11,752 - mmaction - INFO - Epoch [91][220/940] lr: 1.000e-04, eta: 1:50:14, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.6973, top5_acc: 0.8730, loss_cls: 1.2387, loss: 1.2387, grad_norm: 5.4589 2020-08-16 10:26:25,999 - mmaction - INFO - Epoch [91][240/940] lr: 1.000e-04, eta: 1:50:00, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.7092, top5_acc: 0.8750, loss_cls: 1.2135, loss: 1.2135, grad_norm: 5.3441 2020-08-16 10:26:40,038 - mmaction - INFO - Epoch [91][260/940] lr: 1.000e-04, eta: 1:49:46, time: 0.700, data_time: 0.005, memory: 8343, top1_acc: 0.6857, top5_acc: 0.8723, loss_cls: 1.2799, loss: 1.2799, grad_norm: 5.5501 2020-08-16 10:26:54,685 - mmaction - INFO - Epoch [91][280/940] lr: 1.000e-04, eta: 1:49:31, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8688, loss_cls: 1.2796, loss: 1.2796, grad_norm: 5.4535 2020-08-16 10:27:09,180 - mmaction - INFO - Epoch [91][300/940] lr: 1.000e-04, eta: 1:49:17, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.6914, top5_acc: 0.8699, loss_cls: 1.2573, loss: 1.2573, grad_norm: 5.5886 2020-08-16 10:27:23,334 - mmaction - INFO - Epoch [91][320/940] lr: 1.000e-04, eta: 1:49:02, time: 0.710, data_time: 0.006, memory: 8343, top1_acc: 0.6879, top5_acc: 0.8666, loss_cls: 1.3000, loss: 1.3000, grad_norm: 5.5562 2020-08-16 10:27:37,567 - mmaction - INFO - Epoch [91][340/940] lr: 1.000e-04, eta: 1:48:48, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.6920, top5_acc: 0.8705, loss_cls: 1.2660, loss: 1.2660, grad_norm: 5.5000 2020-08-16 10:27:52,363 - mmaction - INFO - Epoch [91][360/940] lr: 1.000e-04, eta: 1:48:34, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.7074, top5_acc: 0.8801, loss_cls: 1.2039, loss: 1.2039, grad_norm: 5.3881 2020-08-16 10:28:06,740 - mmaction - INFO - Epoch [91][380/940] lr: 1.000e-04, eta: 1:48:19, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8775, loss_cls: 1.2657, loss: 1.2657, grad_norm: 5.5435 2020-08-16 10:28:20,680 - mmaction - INFO - Epoch [91][400/940] lr: 1.000e-04, eta: 1:48:05, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8725, loss_cls: 1.2352, loss: 1.2352, grad_norm: 5.3802 2020-08-16 10:28:35,391 - mmaction - INFO - Epoch [91][420/940] lr: 1.000e-04, eta: 1:47:50, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.6939, top5_acc: 0.8730, loss_cls: 1.2417, loss: 1.2417, grad_norm: 5.5048 2020-08-16 10:28:49,721 - mmaction - INFO - Epoch [91][440/940] lr: 1.000e-04, eta: 1:47:36, time: 0.719, data_time: 0.006, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8754, loss_cls: 1.2274, loss: 1.2274, grad_norm: 5.4691 2020-08-16 10:29:03,790 - mmaction - INFO - Epoch [91][460/940] lr: 1.000e-04, eta: 1:47:21, time: 0.702, data_time: 0.005, memory: 8343, top1_acc: 0.7088, top5_acc: 0.8752, loss_cls: 1.2044, loss: 1.2044, grad_norm: 5.2990 2020-08-16 10:29:17,834 - mmaction - INFO - Epoch [91][480/940] lr: 1.000e-04, eta: 1:47:07, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8652, loss_cls: 1.2696, loss: 1.2696, grad_norm: 5.4635 2020-08-16 10:29:32,932 - mmaction - INFO - Epoch [91][500/940] lr: 1.000e-04, eta: 1:46:53, time: 0.753, data_time: 0.006, memory: 8343, top1_acc: 0.6848, top5_acc: 0.8703, loss_cls: 1.2807, loss: 1.2807, grad_norm: 5.5998 2020-08-16 10:29:48,334 - mmaction - INFO - Epoch [91][520/940] lr: 1.000e-04, eta: 1:46:38, time: 0.772, data_time: 0.006, memory: 8343, top1_acc: 0.6916, top5_acc: 0.8662, loss_cls: 1.2648, loss: 1.2648, grad_norm: 5.5092 2020-08-16 10:30:02,086 - mmaction - INFO - Epoch [91][540/940] lr: 1.000e-04, eta: 1:46:24, time: 0.686, data_time: 0.006, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8676, loss_cls: 1.2898, loss: 1.2898, grad_norm: 5.5689 2020-08-16 10:30:16,896 - mmaction - INFO - Epoch [91][560/940] lr: 1.000e-04, eta: 1:46:09, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.7045, top5_acc: 0.8699, loss_cls: 1.2290, loss: 1.2290, grad_norm: 5.3208 2020-08-16 10:30:31,034 - mmaction - INFO - Epoch [91][580/940] lr: 1.000e-04, eta: 1:45:55, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8754, loss_cls: 1.2389, loss: 1.2389, grad_norm: 5.4093 2020-08-16 10:30:45,607 - mmaction - INFO - Epoch [91][600/940] lr: 1.000e-04, eta: 1:45:41, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.6965, top5_acc: 0.8660, loss_cls: 1.2611, loss: 1.2611, grad_norm: 5.4704 2020-08-16 10:31:00,494 - mmaction - INFO - Epoch [91][620/940] lr: 1.000e-04, eta: 1:45:26, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.6914, top5_acc: 0.8717, loss_cls: 1.2588, loss: 1.2588, grad_norm: 5.6174 2020-08-16 10:31:14,177 - mmaction - INFO - Epoch [91][640/940] lr: 1.000e-04, eta: 1:45:12, time: 0.688, data_time: 0.007, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8719, loss_cls: 1.2590, loss: 1.2590, grad_norm: 5.5073 2020-08-16 10:31:28,415 - mmaction - INFO - Epoch [91][660/940] lr: 1.000e-04, eta: 1:44:57, time: 0.711, data_time: 0.006, memory: 8343, top1_acc: 0.6965, top5_acc: 0.8676, loss_cls: 1.2660, loss: 1.2660, grad_norm: 5.4342 2020-08-16 10:31:43,811 - mmaction - INFO - Epoch [91][680/940] lr: 1.000e-04, eta: 1:44:43, time: 0.770, data_time: 0.004, memory: 8343, top1_acc: 0.6949, top5_acc: 0.8672, loss_cls: 1.2659, loss: 1.2659, grad_norm: 5.4870 2020-08-16 10:31:57,307 - mmaction - INFO - Epoch [91][700/940] lr: 1.000e-04, eta: 1:44:29, time: 0.672, data_time: 0.006, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8652, loss_cls: 1.2773, loss: 1.2773, grad_norm: 5.5583 2020-08-16 10:32:12,015 - mmaction - INFO - Epoch [91][720/940] lr: 1.000e-04, eta: 1:44:14, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.6900, top5_acc: 0.8619, loss_cls: 1.3054, loss: 1.3054, grad_norm: 5.5400 2020-08-16 10:32:25,872 - mmaction - INFO - Epoch [91][740/940] lr: 1.000e-04, eta: 1:44:00, time: 0.693, data_time: 0.002, memory: 8343, top1_acc: 0.6795, top5_acc: 0.8594, loss_cls: 1.3086, loss: 1.3086, grad_norm: 5.6264 2020-08-16 10:32:40,246 - mmaction - INFO - Epoch [91][760/940] lr: 1.000e-04, eta: 1:43:45, time: 0.717, data_time: 0.006, memory: 8343, top1_acc: 0.6893, top5_acc: 0.8654, loss_cls: 1.2785, loss: 1.2785, grad_norm: 5.4319 2020-08-16 10:32:54,615 - mmaction - INFO - Epoch [91][780/940] lr: 1.000e-04, eta: 1:43:31, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.6918, top5_acc: 0.8684, loss_cls: 1.2342, loss: 1.2342, grad_norm: 5.4649 2020-08-16 10:33:08,745 - mmaction - INFO - Epoch [91][800/940] lr: 1.000e-04, eta: 1:43:16, time: 0.705, data_time: 0.007, memory: 8343, top1_acc: 0.6877, top5_acc: 0.8494, loss_cls: 1.3210, loss: 1.3210, grad_norm: 5.5392 2020-08-16 10:33:23,555 - mmaction - INFO - Epoch [91][820/940] lr: 1.000e-04, eta: 1:43:02, time: 0.741, data_time: 0.005, memory: 8343, top1_acc: 0.6967, top5_acc: 0.8689, loss_cls: 1.2352, loss: 1.2352, grad_norm: 5.4870 2020-08-16 10:33:38,718 - mmaction - INFO - Epoch [91][840/940] lr: 1.000e-04, eta: 1:42:48, time: 0.758, data_time: 0.007, memory: 8343, top1_acc: 0.7027, top5_acc: 0.8709, loss_cls: 1.2303, loss: 1.2303, grad_norm: 5.3774 2020-08-16 10:33:52,245 - mmaction - INFO - Epoch [91][860/940] lr: 1.000e-04, eta: 1:42:33, time: 0.676, data_time: 0.003, memory: 8343, top1_acc: 0.6908, top5_acc: 0.8668, loss_cls: 1.2714, loss: 1.2714, grad_norm: 5.6140 2020-08-16 10:34:06,269 - mmaction - INFO - Epoch [91][880/940] lr: 1.000e-04, eta: 1:42:19, time: 0.698, data_time: 0.006, memory: 8343, top1_acc: 0.6879, top5_acc: 0.8652, loss_cls: 1.2911, loss: 1.2911, grad_norm: 5.5764 2020-08-16 10:34:22,221 - mmaction - INFO - Epoch [91][900/940] lr: 1.000e-04, eta: 1:42:04, time: 0.801, data_time: 0.007, memory: 8343, top1_acc: 0.6910, top5_acc: 0.8656, loss_cls: 1.2707, loss: 1.2707, grad_norm: 5.4461 2020-08-16 10:34:36,816 - mmaction - INFO - Epoch [91][920/940] lr: 1.000e-04, eta: 1:41:50, time: 0.726, data_time: 0.007, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8660, loss_cls: 1.2399, loss: 1.2399, grad_norm: 5.4347 2020-08-16 10:34:51,015 - mmaction - INFO - Epoch [91][940/940] lr: 1.000e-04, eta: 1:41:36, time: 0.714, data_time: 0.008, memory: 8343, top1_acc: 0.7020, top5_acc: 0.8732, loss_cls: 1.2404, loss: 1.2404, grad_norm: 5.4746 2020-08-16 10:35:12,642 - mmaction - INFO - Epoch [92][20/940] lr: 1.000e-04, eta: 1:41:22, time: 1.060, data_time: 0.378, memory: 8343, top1_acc: 0.6939, top5_acc: 0.8695, loss_cls: 1.2790, loss: 1.2790, grad_norm: 5.5335 2020-08-16 10:35:25,381 - mmaction - INFO - Epoch [92][40/940] lr: 1.000e-04, eta: 1:41:07, time: 0.638, data_time: 0.006, memory: 8343, top1_acc: 0.6895, top5_acc: 0.8703, loss_cls: 1.2629, loss: 1.2629, grad_norm: 5.5139 2020-08-16 10:35:39,237 - mmaction - INFO - Epoch [92][60/940] lr: 1.000e-04, eta: 1:40:53, time: 0.691, data_time: 0.006, memory: 8343, top1_acc: 0.6977, top5_acc: 0.8699, loss_cls: 1.2510, loss: 1.2510, grad_norm: 5.4503 2020-08-16 10:35:53,389 - mmaction - INFO - Epoch [92][80/940] lr: 1.000e-04, eta: 1:40:38, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.6980, top5_acc: 0.8758, loss_cls: 1.2169, loss: 1.2169, grad_norm: 5.3953 2020-08-16 10:36:07,390 - mmaction - INFO - Epoch [92][100/940] lr: 1.000e-04, eta: 1:40:24, time: 0.697, data_time: 0.006, memory: 8343, top1_acc: 0.6980, top5_acc: 0.8664, loss_cls: 1.2540, loss: 1.2540, grad_norm: 5.4368 2020-08-16 10:36:21,501 - mmaction - INFO - Epoch [92][120/940] lr: 1.000e-04, eta: 1:40:10, time: 0.708, data_time: 0.007, memory: 8343, top1_acc: 0.6994, top5_acc: 0.8727, loss_cls: 1.2474, loss: 1.2474, grad_norm: 5.3829 2020-08-16 10:36:36,462 - mmaction - INFO - Epoch [92][140/940] lr: 1.000e-04, eta: 1:39:55, time: 0.747, data_time: 0.006, memory: 8343, top1_acc: 0.6930, top5_acc: 0.8607, loss_cls: 1.2679, loss: 1.2679, grad_norm: 5.4136 2020-08-16 10:36:51,234 - mmaction - INFO - Epoch [92][160/940] lr: 1.000e-04, eta: 1:39:41, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8729, loss_cls: 1.2393, loss: 1.2393, grad_norm: 5.3887 2020-08-16 10:37:05,611 - mmaction - INFO - Epoch [92][180/940] lr: 1.000e-04, eta: 1:39:26, time: 0.717, data_time: 0.007, memory: 8343, top1_acc: 0.7053, top5_acc: 0.8697, loss_cls: 1.2279, loss: 1.2279, grad_norm: 5.3540 2020-08-16 10:37:19,718 - mmaction - INFO - Epoch [92][200/940] lr: 1.000e-04, eta: 1:39:12, time: 0.707, data_time: 0.005, memory: 8343, top1_acc: 0.6893, top5_acc: 0.8740, loss_cls: 1.2508, loss: 1.2508, grad_norm: 5.4999 2020-08-16 10:37:35,313 - mmaction - INFO - Epoch [92][220/940] lr: 1.000e-04, eta: 1:38:58, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8623, loss_cls: 1.2761, loss: 1.2761, grad_norm: 5.4366 2020-08-16 10:37:48,825 - mmaction - INFO - Epoch [92][240/940] lr: 1.000e-04, eta: 1:38:43, time: 0.677, data_time: 0.006, memory: 8343, top1_acc: 0.6928, top5_acc: 0.8672, loss_cls: 1.2483, loss: 1.2483, grad_norm: 5.4930 2020-08-16 10:38:03,005 - mmaction - INFO - Epoch [92][260/940] lr: 1.000e-04, eta: 1:38:29, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.6920, top5_acc: 0.8705, loss_cls: 1.2543, loss: 1.2543, grad_norm: 5.4966 2020-08-16 10:38:18,180 - mmaction - INFO - Epoch [92][280/940] lr: 1.000e-04, eta: 1:38:14, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.6924, top5_acc: 0.8709, loss_cls: 1.2548, loss: 1.2548, grad_norm: 5.5135 2020-08-16 10:38:32,192 - mmaction - INFO - Epoch [92][300/940] lr: 1.000e-04, eta: 1:38:00, time: 0.699, data_time: 0.006, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8719, loss_cls: 1.2156, loss: 1.2156, grad_norm: 5.4140 2020-08-16 10:38:46,064 - mmaction - INFO - Epoch [92][320/940] lr: 1.000e-04, eta: 1:37:45, time: 0.695, data_time: 0.005, memory: 8343, top1_acc: 0.6871, top5_acc: 0.8668, loss_cls: 1.2730, loss: 1.2730, grad_norm: 5.6070 2020-08-16 10:39:00,693 - mmaction - INFO - Epoch [92][340/940] lr: 1.000e-04, eta: 1:37:31, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.7094, top5_acc: 0.8797, loss_cls: 1.1974, loss: 1.1974, grad_norm: 5.3470 2020-08-16 10:39:14,993 - mmaction - INFO - Epoch [92][360/940] lr: 1.000e-04, eta: 1:37:17, time: 0.715, data_time: 0.002, memory: 8343, top1_acc: 0.6996, top5_acc: 0.8725, loss_cls: 1.2342, loss: 1.2342, grad_norm: 5.3617 2020-08-16 10:39:29,308 - mmaction - INFO - Epoch [92][380/940] lr: 1.000e-04, eta: 1:37:02, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.6988, top5_acc: 0.8688, loss_cls: 1.2373, loss: 1.2373, grad_norm: 5.3990 2020-08-16 10:39:43,861 - mmaction - INFO - Epoch [92][400/940] lr: 1.000e-04, eta: 1:36:48, time: 0.730, data_time: 0.006, memory: 8343, top1_acc: 0.6936, top5_acc: 0.8680, loss_cls: 1.2527, loss: 1.2527, grad_norm: 5.5199 2020-08-16 10:39:59,165 - mmaction - INFO - Epoch [92][420/940] lr: 1.000e-04, eta: 1:36:33, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.6895, top5_acc: 0.8709, loss_cls: 1.2474, loss: 1.2474, grad_norm: 5.4830 2020-08-16 10:40:13,640 - mmaction - INFO - Epoch [92][440/940] lr: 1.000e-04, eta: 1:36:19, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.6912, top5_acc: 0.8691, loss_cls: 1.2571, loss: 1.2571, grad_norm: 5.4574 2020-08-16 10:40:27,383 - mmaction - INFO - Epoch [92][460/940] lr: 1.000e-04, eta: 1:36:05, time: 0.684, data_time: 0.005, memory: 8343, top1_acc: 0.6898, top5_acc: 0.8643, loss_cls: 1.2726, loss: 1.2726, grad_norm: 5.4530 2020-08-16 10:40:42,092 - mmaction - INFO - Epoch [92][480/940] lr: 1.000e-04, eta: 1:35:50, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.7012, top5_acc: 0.8762, loss_cls: 1.2213, loss: 1.2213, grad_norm: 5.4198 2020-08-16 10:40:56,159 - mmaction - INFO - Epoch [92][500/940] lr: 1.000e-04, eta: 1:35:36, time: 0.701, data_time: 0.005, memory: 8343, top1_acc: 0.7020, top5_acc: 0.8699, loss_cls: 1.2183, loss: 1.2183, grad_norm: 5.3696 2020-08-16 10:41:10,918 - mmaction - INFO - Epoch [92][520/940] lr: 1.000e-04, eta: 1:35:21, time: 0.741, data_time: 0.006, memory: 8343, top1_acc: 0.6936, top5_acc: 0.8641, loss_cls: 1.2617, loss: 1.2617, grad_norm: 5.4612 2020-08-16 10:41:25,344 - mmaction - INFO - Epoch [92][540/940] lr: 1.000e-04, eta: 1:35:07, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.6937, top5_acc: 0.8736, loss_cls: 1.2449, loss: 1.2449, grad_norm: 5.5654 2020-08-16 10:41:40,841 - mmaction - INFO - Epoch [92][560/940] lr: 1.000e-04, eta: 1:34:53, time: 0.777, data_time: 0.006, memory: 8343, top1_acc: 0.6977, top5_acc: 0.8688, loss_cls: 1.2520, loss: 1.2520, grad_norm: 5.4480 2020-08-16 10:41:54,511 - mmaction - INFO - Epoch [92][580/940] lr: 1.000e-04, eta: 1:34:38, time: 0.680, data_time: 0.007, memory: 8343, top1_acc: 0.6961, top5_acc: 0.8723, loss_cls: 1.2661, loss: 1.2661, grad_norm: 5.4950 2020-08-16 10:42:08,617 - mmaction - INFO - Epoch [92][600/940] lr: 1.000e-04, eta: 1:34:24, time: 0.709, data_time: 0.007, memory: 8343, top1_acc: 0.6939, top5_acc: 0.8795, loss_cls: 1.2126, loss: 1.2126, grad_norm: 5.5101 2020-08-16 10:42:23,069 - mmaction - INFO - Epoch [92][620/940] lr: 1.000e-04, eta: 1:34:09, time: 0.720, data_time: 0.006, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8717, loss_cls: 1.2758, loss: 1.2758, grad_norm: 5.5533 2020-08-16 10:42:37,198 - mmaction - INFO - Epoch [92][640/940] lr: 1.000e-04, eta: 1:33:55, time: 0.708, data_time: 0.006, memory: 8343, top1_acc: 0.7023, top5_acc: 0.8684, loss_cls: 1.2294, loss: 1.2294, grad_norm: 5.4238 2020-08-16 10:42:52,213 - mmaction - INFO - Epoch [92][660/940] lr: 1.000e-04, eta: 1:33:41, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8684, loss_cls: 1.2827, loss: 1.2827, grad_norm: 5.5338 2020-08-16 10:43:06,333 - mmaction - INFO - Epoch [92][680/940] lr: 1.000e-04, eta: 1:33:26, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8768, loss_cls: 1.2186, loss: 1.2186, grad_norm: 5.4433 2020-08-16 10:43:20,609 - mmaction - INFO - Epoch [92][700/940] lr: 1.000e-04, eta: 1:33:12, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.6852, top5_acc: 0.8656, loss_cls: 1.2792, loss: 1.2792, grad_norm: 5.5028 2020-08-16 10:43:35,964 - mmaction - INFO - Epoch [92][720/940] lr: 1.000e-04, eta: 1:32:57, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.6824, top5_acc: 0.8631, loss_cls: 1.3008, loss: 1.3008, grad_norm: 5.5941 2020-08-16 10:43:50,393 - mmaction - INFO - Epoch [92][740/940] lr: 1.000e-04, eta: 1:32:43, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.7002, top5_acc: 0.8699, loss_cls: 1.2604, loss: 1.2604, grad_norm: 5.5423 2020-08-16 10:44:04,882 - mmaction - INFO - Epoch [92][760/940] lr: 1.000e-04, eta: 1:32:29, time: 0.727, data_time: 0.007, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8672, loss_cls: 1.2750, loss: 1.2750, grad_norm: 5.5021 2020-08-16 10:44:19,344 - mmaction - INFO - Epoch [92][780/940] lr: 1.000e-04, eta: 1:32:14, time: 0.720, data_time: 0.007, memory: 8343, top1_acc: 0.7004, top5_acc: 0.8699, loss_cls: 1.2611, loss: 1.2611, grad_norm: 5.5045 2020-08-16 10:44:33,551 - mmaction - INFO - Epoch [92][800/940] lr: 1.000e-04, eta: 1:32:00, time: 0.714, data_time: 0.007, memory: 8343, top1_acc: 0.6918, top5_acc: 0.8611, loss_cls: 1.2972, loss: 1.2972, grad_norm: 5.5150 2020-08-16 10:44:48,635 - mmaction - INFO - Epoch [92][820/940] lr: 1.000e-04, eta: 1:31:45, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.6980, top5_acc: 0.8730, loss_cls: 1.2472, loss: 1.2472, grad_norm: 5.4299 2020-08-16 10:45:02,888 - mmaction - INFO - Epoch [92][840/940] lr: 1.000e-04, eta: 1:31:31, time: 0.713, data_time: 0.003, memory: 8343, top1_acc: 0.6988, top5_acc: 0.8699, loss_cls: 1.2271, loss: 1.2271, grad_norm: 5.3933 2020-08-16 10:45:17,127 - mmaction - INFO - Epoch [92][860/940] lr: 1.000e-04, eta: 1:31:16, time: 0.712, data_time: 0.002, memory: 8343, top1_acc: 0.6857, top5_acc: 0.8646, loss_cls: 1.2928, loss: 1.2928, grad_norm: 5.5239 2020-08-16 10:45:31,698 - mmaction - INFO - Epoch [92][880/940] lr: 1.000e-04, eta: 1:31:02, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.6959, top5_acc: 0.8723, loss_cls: 1.2466, loss: 1.2466, grad_norm: 5.5157 2020-08-16 10:45:47,072 - mmaction - INFO - Epoch [92][900/940] lr: 1.000e-04, eta: 1:30:48, time: 0.770, data_time: 0.005, memory: 8343, top1_acc: 0.6986, top5_acc: 0.8791, loss_cls: 1.2187, loss: 1.2187, grad_norm: 5.4503 2020-08-16 10:46:00,759 - mmaction - INFO - Epoch [92][920/940] lr: 1.000e-04, eta: 1:30:33, time: 0.682, data_time: 0.006, memory: 8343, top1_acc: 0.6926, top5_acc: 0.8701, loss_cls: 1.2488, loss: 1.2488, grad_norm: 5.5591 2020-08-16 10:46:14,326 - mmaction - INFO - Epoch [92][940/940] lr: 1.000e-04, eta: 1:30:19, time: 0.680, data_time: 0.006, memory: 8343, top1_acc: 0.6925, top5_acc: 0.8667, loss_cls: 1.2562, loss: 1.2562, grad_norm: 5.5694 2020-08-16 10:46:35,799 - mmaction - INFO - Epoch [93][20/940] lr: 1.000e-04, eta: 1:30:05, time: 1.051, data_time: 0.439, memory: 8343, top1_acc: 0.6928, top5_acc: 0.8721, loss_cls: 1.2600, loss: 1.2600, grad_norm: 5.5171 2020-08-16 10:46:49,388 - mmaction - INFO - Epoch [93][40/940] lr: 1.000e-04, eta: 1:29:50, time: 0.678, data_time: 0.006, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8689, loss_cls: 1.2760, loss: 1.2760, grad_norm: 5.5315 2020-08-16 10:47:04,215 - mmaction - INFO - Epoch [93][60/940] lr: 1.000e-04, eta: 1:29:36, time: 0.744, data_time: 0.006, memory: 8343, top1_acc: 0.7102, top5_acc: 0.8721, loss_cls: 1.2062, loss: 1.2062, grad_norm: 5.4080 2020-08-16 10:47:17,988 - mmaction - INFO - Epoch [93][80/940] lr: 1.000e-04, eta: 1:29:22, time: 0.687, data_time: 0.006, memory: 8343, top1_acc: 0.7051, top5_acc: 0.8695, loss_cls: 1.2180, loss: 1.2180, grad_norm: 5.4097 2020-08-16 10:47:32,748 - mmaction - INFO - Epoch [93][100/940] lr: 1.000e-04, eta: 1:29:07, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8764, loss_cls: 1.2153, loss: 1.2153, grad_norm: 5.3847 2020-08-16 10:47:47,430 - mmaction - INFO - Epoch [93][120/940] lr: 1.000e-04, eta: 1:28:53, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.6895, top5_acc: 0.8643, loss_cls: 1.2928, loss: 1.2928, grad_norm: 5.5550 2020-08-16 10:48:02,539 - mmaction - INFO - Epoch [93][140/940] lr: 1.000e-04, eta: 1:28:38, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.6963, top5_acc: 0.8701, loss_cls: 1.2530, loss: 1.2530, grad_norm: 5.5054 2020-08-16 10:48:16,402 - mmaction - INFO - Epoch [93][160/940] lr: 1.000e-04, eta: 1:28:24, time: 0.691, data_time: 0.006, memory: 8343, top1_acc: 0.6941, top5_acc: 0.8691, loss_cls: 1.2608, loss: 1.2608, grad_norm: 5.5188 2020-08-16 10:48:30,933 - mmaction - INFO - Epoch [93][180/940] lr: 1.000e-04, eta: 1:28:10, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.7008, top5_acc: 0.8678, loss_cls: 1.2326, loss: 1.2326, grad_norm: 5.3937 2020-08-16 10:48:45,876 - mmaction - INFO - Epoch [93][200/940] lr: 1.000e-04, eta: 1:27:55, time: 0.745, data_time: 0.007, memory: 8343, top1_acc: 0.6887, top5_acc: 0.8654, loss_cls: 1.2992, loss: 1.2992, grad_norm: 5.5454 2020-08-16 10:49:00,405 - mmaction - INFO - Epoch [93][220/940] lr: 1.000e-04, eta: 1:27:41, time: 0.729, data_time: 0.007, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8699, loss_cls: 1.2505, loss: 1.2505, grad_norm: 5.4098 2020-08-16 10:49:15,696 - mmaction - INFO - Epoch [93][240/940] lr: 1.000e-04, eta: 1:27:26, time: 0.761, data_time: 0.005, memory: 8343, top1_acc: 0.6893, top5_acc: 0.8611, loss_cls: 1.2869, loss: 1.2869, grad_norm: 5.5402 2020-08-16 10:49:30,163 - mmaction - INFO - Epoch [93][260/940] lr: 1.000e-04, eta: 1:27:12, time: 0.727, data_time: 0.007, memory: 8343, top1_acc: 0.6947, top5_acc: 0.8678, loss_cls: 1.2480, loss: 1.2480, grad_norm: 5.5365 2020-08-16 10:49:44,737 - mmaction - INFO - Epoch [93][280/940] lr: 1.000e-04, eta: 1:26:58, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.7020, top5_acc: 0.8676, loss_cls: 1.2670, loss: 1.2670, grad_norm: 5.4840 2020-08-16 10:49:59,010 - mmaction - INFO - Epoch [93][300/940] lr: 1.000e-04, eta: 1:26:43, time: 0.716, data_time: 0.006, memory: 8343, top1_acc: 0.7035, top5_acc: 0.8758, loss_cls: 1.2086, loss: 1.2086, grad_norm: 5.3917 2020-08-16 10:50:14,084 - mmaction - INFO - Epoch [93][320/940] lr: 1.000e-04, eta: 1:26:29, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.7061, top5_acc: 0.8672, loss_cls: 1.2507, loss: 1.2507, grad_norm: 5.4490 2020-08-16 10:50:29,054 - mmaction - INFO - Epoch [93][340/940] lr: 1.000e-04, eta: 1:26:15, time: 0.752, data_time: 0.007, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8691, loss_cls: 1.2738, loss: 1.2738, grad_norm: 5.5440 2020-08-16 10:50:43,047 - mmaction - INFO - Epoch [93][360/940] lr: 1.000e-04, eta: 1:26:00, time: 0.697, data_time: 0.006, memory: 8343, top1_acc: 0.7141, top5_acc: 0.8750, loss_cls: 1.1707, loss: 1.1707, grad_norm: 5.3246 2020-08-16 10:50:57,688 - mmaction - INFO - Epoch [93][380/940] lr: 1.000e-04, eta: 1:25:46, time: 0.734, data_time: 0.006, memory: 8343, top1_acc: 0.6924, top5_acc: 0.8648, loss_cls: 1.2670, loss: 1.2670, grad_norm: 5.5407 2020-08-16 10:51:12,563 - mmaction - INFO - Epoch [93][400/940] lr: 1.000e-04, eta: 1:25:31, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.6988, top5_acc: 0.8742, loss_cls: 1.2455, loss: 1.2455, grad_norm: 5.5151 2020-08-16 10:51:27,516 - mmaction - INFO - Epoch [93][420/940] lr: 1.000e-04, eta: 1:25:17, time: 0.748, data_time: 0.005, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8725, loss_cls: 1.2738, loss: 1.2738, grad_norm: 5.4799 2020-08-16 10:51:41,809 - mmaction - INFO - Epoch [93][440/940] lr: 1.000e-04, eta: 1:25:03, time: 0.715, data_time: 0.007, memory: 8343, top1_acc: 0.6982, top5_acc: 0.8705, loss_cls: 1.2351, loss: 1.2351, grad_norm: 5.4161 2020-08-16 10:51:56,097 - mmaction - INFO - Epoch [93][460/940] lr: 1.000e-04, eta: 1:24:48, time: 0.715, data_time: 0.007, memory: 8343, top1_acc: 0.6939, top5_acc: 0.8678, loss_cls: 1.2795, loss: 1.2795, grad_norm: 5.5319 2020-08-16 10:52:10,433 - mmaction - INFO - Epoch [93][480/940] lr: 1.000e-04, eta: 1:24:34, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.6893, top5_acc: 0.8686, loss_cls: 1.2833, loss: 1.2833, grad_norm: 5.5802 2020-08-16 10:52:26,669 - mmaction - INFO - Epoch [93][500/940] lr: 1.000e-04, eta: 1:24:19, time: 0.812, data_time: 0.007, memory: 8343, top1_acc: 0.6994, top5_acc: 0.8693, loss_cls: 1.2545, loss: 1.2545, grad_norm: 5.4838 2020-08-16 10:52:40,100 - mmaction - INFO - Epoch [93][520/940] lr: 1.000e-04, eta: 1:24:05, time: 0.670, data_time: 0.005, memory: 8343, top1_acc: 0.6893, top5_acc: 0.8693, loss_cls: 1.2780, loss: 1.2780, grad_norm: 5.5449 2020-08-16 10:52:54,501 - mmaction - INFO - Epoch [93][540/940] lr: 1.000e-04, eta: 1:23:50, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8643, loss_cls: 1.2922, loss: 1.2922, grad_norm: 5.5897 2020-08-16 10:53:09,959 - mmaction - INFO - Epoch [93][560/940] lr: 1.000e-04, eta: 1:23:36, time: 0.769, data_time: 0.007, memory: 8343, top1_acc: 0.6883, top5_acc: 0.8656, loss_cls: 1.2861, loss: 1.2861, grad_norm: 5.6061 2020-08-16 10:53:24,684 - mmaction - INFO - Epoch [93][580/940] lr: 1.000e-04, eta: 1:23:22, time: 0.740, data_time: 0.007, memory: 8343, top1_acc: 0.6982, top5_acc: 0.8711, loss_cls: 1.2406, loss: 1.2406, grad_norm: 5.4299 2020-08-16 10:53:38,803 - mmaction - INFO - Epoch [93][600/940] lr: 1.000e-04, eta: 1:23:07, time: 0.704, data_time: 0.007, memory: 8343, top1_acc: 0.6834, top5_acc: 0.8594, loss_cls: 1.2965, loss: 1.2965, grad_norm: 5.5394 2020-08-16 10:53:53,063 - mmaction - INFO - Epoch [93][620/940] lr: 1.000e-04, eta: 1:22:53, time: 0.715, data_time: 0.006, memory: 8343, top1_acc: 0.6861, top5_acc: 0.8609, loss_cls: 1.2977, loss: 1.2977, grad_norm: 5.6394 2020-08-16 10:54:07,434 - mmaction - INFO - Epoch [93][640/940] lr: 1.000e-04, eta: 1:22:38, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.7059, top5_acc: 0.8705, loss_cls: 1.2274, loss: 1.2274, grad_norm: 5.4666 2020-08-16 10:54:22,165 - mmaction - INFO - Epoch [93][660/940] lr: 1.000e-04, eta: 1:22:24, time: 0.738, data_time: 0.005, memory: 8343, top1_acc: 0.7041, top5_acc: 0.8756, loss_cls: 1.2296, loss: 1.2296, grad_norm: 5.4726 2020-08-16 10:54:37,345 - mmaction - INFO - Epoch [93][680/940] lr: 1.000e-04, eta: 1:22:10, time: 0.757, data_time: 0.005, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8770, loss_cls: 1.2099, loss: 1.2099, grad_norm: 5.4251 2020-08-16 10:54:51,483 - mmaction - INFO - Epoch [93][700/940] lr: 1.000e-04, eta: 1:21:55, time: 0.708, data_time: 0.005, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8693, loss_cls: 1.2438, loss: 1.2438, grad_norm: 5.3652 2020-08-16 10:55:06,285 - mmaction - INFO - Epoch [93][720/940] lr: 1.000e-04, eta: 1:21:41, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.7006, top5_acc: 0.8766, loss_cls: 1.2213, loss: 1.2213, grad_norm: 5.3813 2020-08-16 10:55:20,606 - mmaction - INFO - Epoch [93][740/940] lr: 1.000e-04, eta: 1:21:26, time: 0.716, data_time: 0.003, memory: 8343, top1_acc: 0.6871, top5_acc: 0.8709, loss_cls: 1.2759, loss: 1.2759, grad_norm: 5.6093 2020-08-16 10:55:34,890 - mmaction - INFO - Epoch [93][760/940] lr: 1.000e-04, eta: 1:21:12, time: 0.712, data_time: 0.006, memory: 8343, top1_acc: 0.6937, top5_acc: 0.8754, loss_cls: 1.2512, loss: 1.2512, grad_norm: 5.4649 2020-08-16 10:55:49,042 - mmaction - INFO - Epoch [93][780/940] lr: 1.000e-04, eta: 1:20:58, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.6992, top5_acc: 0.8723, loss_cls: 1.2373, loss: 1.2373, grad_norm: 5.5378 2020-08-16 10:56:04,423 - mmaction - INFO - Epoch [93][800/940] lr: 1.000e-04, eta: 1:20:43, time: 0.768, data_time: 0.005, memory: 8343, top1_acc: 0.6998, top5_acc: 0.8730, loss_cls: 1.2195, loss: 1.2195, grad_norm: 5.5064 2020-08-16 10:56:20,304 - mmaction - INFO - Epoch [93][820/940] lr: 1.000e-04, eta: 1:20:29, time: 0.796, data_time: 0.005, memory: 8343, top1_acc: 0.6957, top5_acc: 0.8736, loss_cls: 1.2362, loss: 1.2362, grad_norm: 5.3910 2020-08-16 10:56:35,281 - mmaction - INFO - Epoch [93][840/940] lr: 1.000e-04, eta: 1:20:15, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.6982, top5_acc: 0.8762, loss_cls: 1.2244, loss: 1.2244, grad_norm: 5.4553 2020-08-16 10:56:48,855 - mmaction - INFO - Epoch [93][860/940] lr: 1.000e-04, eta: 1:20:00, time: 0.680, data_time: 0.005, memory: 8343, top1_acc: 0.6852, top5_acc: 0.8695, loss_cls: 1.2753, loss: 1.2753, grad_norm: 5.6086 2020-08-16 10:57:03,142 - mmaction - INFO - Epoch [93][880/940] lr: 1.000e-04, eta: 1:19:46, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.6863, top5_acc: 0.8631, loss_cls: 1.2805, loss: 1.2805, grad_norm: 5.4744 2020-08-16 10:57:17,716 - mmaction - INFO - Epoch [93][900/940] lr: 1.000e-04, eta: 1:19:31, time: 0.730, data_time: 0.005, memory: 8343, top1_acc: 0.7064, top5_acc: 0.8797, loss_cls: 1.2229, loss: 1.2229, grad_norm: 5.4567 2020-08-16 10:57:32,235 - mmaction - INFO - Epoch [93][920/940] lr: 1.000e-04, eta: 1:19:17, time: 0.724, data_time: 0.006, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8686, loss_cls: 1.2498, loss: 1.2498, grad_norm: 5.5093 2020-08-16 10:57:45,817 - mmaction - INFO - Epoch [93][940/940] lr: 1.000e-04, eta: 1:19:02, time: 0.681, data_time: 0.006, memory: 8343, top1_acc: 0.7063, top5_acc: 0.8711, loss_cls: 1.2318, loss: 1.2318, grad_norm: 5.4286 2020-08-16 10:58:07,227 - mmaction - INFO - Epoch [94][20/940] lr: 1.000e-04, eta: 1:18:48, time: 1.049, data_time: 0.377, memory: 8343, top1_acc: 0.7002, top5_acc: 0.8719, loss_cls: 1.2473, loss: 1.2473, grad_norm: 5.4205 2020-08-16 10:58:22,014 - mmaction - INFO - Epoch [94][40/940] lr: 1.000e-04, eta: 1:18:34, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8715, loss_cls: 1.2480, loss: 1.2480, grad_norm: 5.4824 2020-08-16 10:58:35,296 - mmaction - INFO - Epoch [94][60/940] lr: 1.000e-04, eta: 1:18:20, time: 0.668, data_time: 0.007, memory: 8343, top1_acc: 0.7023, top5_acc: 0.8812, loss_cls: 1.2004, loss: 1.2004, grad_norm: 5.4083 2020-08-16 10:58:49,699 - mmaction - INFO - Epoch [94][80/940] lr: 1.000e-04, eta: 1:18:05, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.6912, top5_acc: 0.8654, loss_cls: 1.2803, loss: 1.2803, grad_norm: 5.5604 2020-08-16 10:59:03,788 - mmaction - INFO - Epoch [94][100/940] lr: 1.000e-04, eta: 1:17:51, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8660, loss_cls: 1.2516, loss: 1.2516, grad_norm: 5.4831 2020-08-16 10:59:18,664 - mmaction - INFO - Epoch [94][120/940] lr: 1.000e-04, eta: 1:17:36, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.6914, top5_acc: 0.8646, loss_cls: 1.2745, loss: 1.2745, grad_norm: 5.4515 2020-08-16 10:59:32,524 - mmaction - INFO - Epoch [94][140/940] lr: 1.000e-04, eta: 1:17:22, time: 0.697, data_time: 0.007, memory: 8343, top1_acc: 0.7049, top5_acc: 0.8734, loss_cls: 1.2274, loss: 1.2274, grad_norm: 5.4074 2020-08-16 10:59:47,552 - mmaction - INFO - Epoch [94][160/940] lr: 1.000e-04, eta: 1:17:08, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.6893, top5_acc: 0.8746, loss_cls: 1.2504, loss: 1.2504, grad_norm: 5.5588 2020-08-16 11:00:01,526 - mmaction - INFO - Epoch [94][180/940] lr: 1.000e-04, eta: 1:16:53, time: 0.701, data_time: 0.006, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8770, loss_cls: 1.2292, loss: 1.2292, grad_norm: 5.4086 2020-08-16 11:00:16,335 - mmaction - INFO - Epoch [94][200/940] lr: 1.000e-04, eta: 1:16:39, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8729, loss_cls: 1.2278, loss: 1.2278, grad_norm: 5.4430 2020-08-16 11:00:30,608 - mmaction - INFO - Epoch [94][220/940] lr: 1.000e-04, eta: 1:16:24, time: 0.717, data_time: 0.014, memory: 8343, top1_acc: 0.7020, top5_acc: 0.8770, loss_cls: 1.2164, loss: 1.2164, grad_norm: 5.3625 2020-08-16 11:00:45,462 - mmaction - INFO - Epoch [94][240/940] lr: 1.000e-04, eta: 1:16:10, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8684, loss_cls: 1.2546, loss: 1.2546, grad_norm: 5.4989 2020-08-16 11:00:59,530 - mmaction - INFO - Epoch [94][260/940] lr: 1.000e-04, eta: 1:15:55, time: 0.702, data_time: 0.006, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8729, loss_cls: 1.2536, loss: 1.2536, grad_norm: 5.5248 2020-08-16 11:01:14,163 - mmaction - INFO - Epoch [94][280/940] lr: 1.000e-04, eta: 1:15:41, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.6937, top5_acc: 0.8619, loss_cls: 1.2905, loss: 1.2905, grad_norm: 5.5767 2020-08-16 11:01:28,126 - mmaction - INFO - Epoch [94][300/940] lr: 1.000e-04, eta: 1:15:27, time: 0.696, data_time: 0.005, memory: 8343, top1_acc: 0.6967, top5_acc: 0.8707, loss_cls: 1.2399, loss: 1.2399, grad_norm: 5.4526 2020-08-16 11:01:43,413 - mmaction - INFO - Epoch [94][320/940] lr: 1.000e-04, eta: 1:15:12, time: 0.766, data_time: 0.005, memory: 8343, top1_acc: 0.6980, top5_acc: 0.8756, loss_cls: 1.2176, loss: 1.2176, grad_norm: 5.2902 2020-08-16 11:01:57,305 - mmaction - INFO - Epoch [94][340/940] lr: 1.000e-04, eta: 1:14:58, time: 0.692, data_time: 0.007, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8771, loss_cls: 1.2075, loss: 1.2075, grad_norm: 5.3982 2020-08-16 11:02:11,673 - mmaction - INFO - Epoch [94][360/940] lr: 1.000e-04, eta: 1:14:43, time: 0.722, data_time: 0.007, memory: 8343, top1_acc: 0.7029, top5_acc: 0.8781, loss_cls: 1.1945, loss: 1.1945, grad_norm: 5.3666 2020-08-16 11:02:26,643 - mmaction - INFO - Epoch [94][380/940] lr: 1.000e-04, eta: 1:14:29, time: 0.747, data_time: 0.005, memory: 8343, top1_acc: 0.6877, top5_acc: 0.8582, loss_cls: 1.3088, loss: 1.3088, grad_norm: 5.5444 2020-08-16 11:02:41,955 - mmaction - INFO - Epoch [94][400/940] lr: 1.000e-04, eta: 1:14:15, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.6861, top5_acc: 0.8672, loss_cls: 1.2824, loss: 1.2824, grad_norm: 5.5471 2020-08-16 11:02:55,687 - mmaction - INFO - Epoch [94][420/940] lr: 1.000e-04, eta: 1:14:00, time: 0.685, data_time: 0.005, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8625, loss_cls: 1.2942, loss: 1.2942, grad_norm: 5.5397 2020-08-16 11:03:10,487 - mmaction - INFO - Epoch [94][440/940] lr: 1.000e-04, eta: 1:13:46, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.6980, top5_acc: 0.8641, loss_cls: 1.2769, loss: 1.2769, grad_norm: 5.5160 2020-08-16 11:03:24,800 - mmaction - INFO - Epoch [94][460/940] lr: 1.000e-04, eta: 1:13:31, time: 0.714, data_time: 0.006, memory: 8343, top1_acc: 0.7023, top5_acc: 0.8682, loss_cls: 1.2468, loss: 1.2468, grad_norm: 5.5181 2020-08-16 11:03:40,064 - mmaction - INFO - Epoch [94][480/940] lr: 1.000e-04, eta: 1:13:17, time: 0.765, data_time: 0.005, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8619, loss_cls: 1.2921, loss: 1.2921, grad_norm: 5.5659 2020-08-16 11:03:54,658 - mmaction - INFO - Epoch [94][500/940] lr: 1.000e-04, eta: 1:13:03, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.7020, top5_acc: 0.8748, loss_cls: 1.2241, loss: 1.2241, grad_norm: 5.4778 2020-08-16 11:04:08,537 - mmaction - INFO - Epoch [94][520/940] lr: 1.000e-04, eta: 1:12:48, time: 0.695, data_time: 0.005, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8631, loss_cls: 1.2408, loss: 1.2408, grad_norm: 5.3669 2020-08-16 11:04:22,931 - mmaction - INFO - Epoch [94][540/940] lr: 1.000e-04, eta: 1:12:34, time: 0.719, data_time: 0.006, memory: 8343, top1_acc: 0.6893, top5_acc: 0.8707, loss_cls: 1.2501, loss: 1.2501, grad_norm: 5.5905 2020-08-16 11:04:38,820 - mmaction - INFO - Epoch [94][560/940] lr: 1.000e-04, eta: 1:12:19, time: 0.796, data_time: 0.005, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8707, loss_cls: 1.2327, loss: 1.2327, grad_norm: 5.4952 2020-08-16 11:04:52,441 - mmaction - INFO - Epoch [94][580/940] lr: 1.000e-04, eta: 1:12:05, time: 0.680, data_time: 0.006, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8635, loss_cls: 1.2582, loss: 1.2582, grad_norm: 5.4669 2020-08-16 11:05:06,656 - mmaction - INFO - Epoch [94][600/940] lr: 1.000e-04, eta: 1:11:50, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.6994, top5_acc: 0.8652, loss_cls: 1.2297, loss: 1.2297, grad_norm: 5.3513 2020-08-16 11:05:21,223 - mmaction - INFO - Epoch [94][620/940] lr: 1.000e-04, eta: 1:11:36, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.6912, top5_acc: 0.8691, loss_cls: 1.2640, loss: 1.2640, grad_norm: 5.5636 2020-08-16 11:05:36,091 - mmaction - INFO - Epoch [94][640/940] lr: 1.000e-04, eta: 1:11:22, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.6988, top5_acc: 0.8744, loss_cls: 1.2336, loss: 1.2336, grad_norm: 5.3912 2020-08-16 11:05:51,361 - mmaction - INFO - Epoch [94][660/940] lr: 1.000e-04, eta: 1:11:07, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.6965, top5_acc: 0.8668, loss_cls: 1.2620, loss: 1.2620, grad_norm: 5.5189 2020-08-16 11:06:05,839 - mmaction - INFO - Epoch [94][680/940] lr: 1.000e-04, eta: 1:10:53, time: 0.726, data_time: 0.006, memory: 8343, top1_acc: 0.7035, top5_acc: 0.8711, loss_cls: 1.2235, loss: 1.2235, grad_norm: 5.4520 2020-08-16 11:06:20,965 - mmaction - INFO - Epoch [94][700/940] lr: 1.000e-04, eta: 1:10:39, time: 0.755, data_time: 0.007, memory: 8343, top1_acc: 0.7119, top5_acc: 0.8717, loss_cls: 1.2188, loss: 1.2188, grad_norm: 5.4622 2020-08-16 11:06:34,559 - mmaction - INFO - Epoch [94][720/940] lr: 1.000e-04, eta: 1:10:24, time: 0.681, data_time: 0.005, memory: 8343, top1_acc: 0.6941, top5_acc: 0.8613, loss_cls: 1.2840, loss: 1.2840, grad_norm: 5.6039 2020-08-16 11:06:49,537 - mmaction - INFO - Epoch [94][740/940] lr: 1.000e-04, eta: 1:10:10, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.6957, top5_acc: 0.8703, loss_cls: 1.2500, loss: 1.2500, grad_norm: 5.5542 2020-08-16 11:07:03,583 - mmaction - INFO - Epoch [94][760/940] lr: 1.000e-04, eta: 1:09:55, time: 0.706, data_time: 0.007, memory: 8343, top1_acc: 0.6967, top5_acc: 0.8686, loss_cls: 1.2506, loss: 1.2506, grad_norm: 5.4319 2020-08-16 11:07:18,797 - mmaction - INFO - Epoch [94][780/940] lr: 1.000e-04, eta: 1:09:41, time: 0.758, data_time: 0.005, memory: 8343, top1_acc: 0.7215, top5_acc: 0.8752, loss_cls: 1.1810, loss: 1.1810, grad_norm: 5.2728 2020-08-16 11:07:32,382 - mmaction - INFO - Epoch [94][800/940] lr: 1.000e-04, eta: 1:09:26, time: 0.682, data_time: 0.006, memory: 8343, top1_acc: 0.6980, top5_acc: 0.8705, loss_cls: 1.2493, loss: 1.2493, grad_norm: 5.5276 2020-08-16 11:07:47,817 - mmaction - INFO - Epoch [94][820/940] lr: 1.000e-04, eta: 1:09:12, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.7006, top5_acc: 0.8701, loss_cls: 1.2400, loss: 1.2400, grad_norm: 5.4757 2020-08-16 11:08:01,738 - mmaction - INFO - Epoch [94][840/940] lr: 1.000e-04, eta: 1:08:58, time: 0.697, data_time: 0.004, memory: 8343, top1_acc: 0.6951, top5_acc: 0.8711, loss_cls: 1.2621, loss: 1.2621, grad_norm: 5.5121 2020-08-16 11:08:16,335 - mmaction - INFO - Epoch [94][860/940] lr: 1.000e-04, eta: 1:08:43, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.6988, top5_acc: 0.8717, loss_cls: 1.2284, loss: 1.2284, grad_norm: 5.4412 2020-08-16 11:08:30,040 - mmaction - INFO - Epoch [94][880/940] lr: 1.000e-04, eta: 1:08:29, time: 0.687, data_time: 0.007, memory: 8343, top1_acc: 0.7043, top5_acc: 0.8734, loss_cls: 1.2386, loss: 1.2386, grad_norm: 5.3855 2020-08-16 11:08:45,264 - mmaction - INFO - Epoch [94][900/940] lr: 1.000e-04, eta: 1:08:14, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.6975, top5_acc: 0.8771, loss_cls: 1.2401, loss: 1.2401, grad_norm: 5.4853 2020-08-16 11:08:59,521 - mmaction - INFO - Epoch [94][920/940] lr: 1.000e-04, eta: 1:08:00, time: 0.715, data_time: 0.006, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8729, loss_cls: 1.2359, loss: 1.2359, grad_norm: 5.4876 2020-08-16 11:09:13,676 - mmaction - INFO - Epoch [94][940/940] lr: 1.000e-04, eta: 1:07:45, time: 0.706, data_time: 0.006, memory: 8343, top1_acc: 0.6931, top5_acc: 0.8677, loss_cls: 1.2589, loss: 1.2589, grad_norm: 5.6255 2020-08-16 11:09:39,561 - mmaction - INFO - Epoch [95][20/940] lr: 1.000e-04, eta: 1:07:32, time: 1.265, data_time: 0.619, memory: 8343, top1_acc: 0.6941, top5_acc: 0.8643, loss_cls: 1.2758, loss: 1.2758, grad_norm: 5.5461 2020-08-16 11:09:51,896 - mmaction - INFO - Epoch [95][40/940] lr: 1.000e-04, eta: 1:07:17, time: 0.619, data_time: 0.006, memory: 8343, top1_acc: 0.7096, top5_acc: 0.8766, loss_cls: 1.2104, loss: 1.2104, grad_norm: 5.4453 2020-08-16 11:10:06,719 - mmaction - INFO - Epoch [95][60/940] lr: 1.000e-04, eta: 1:07:03, time: 0.739, data_time: 0.006, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8717, loss_cls: 1.2352, loss: 1.2352, grad_norm: 5.4750 2020-08-16 11:10:21,748 - mmaction - INFO - Epoch [95][80/940] lr: 1.000e-04, eta: 1:06:48, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.6986, top5_acc: 0.8779, loss_cls: 1.2392, loss: 1.2392, grad_norm: 5.5352 2020-08-16 11:10:37,234 - mmaction - INFO - Epoch [95][100/940] lr: 1.000e-04, eta: 1:06:34, time: 0.773, data_time: 0.007, memory: 8343, top1_acc: 0.6957, top5_acc: 0.8713, loss_cls: 1.2375, loss: 1.2375, grad_norm: 5.4142 2020-08-16 11:10:50,509 - mmaction - INFO - Epoch [95][120/940] lr: 1.000e-04, eta: 1:06:20, time: 0.667, data_time: 0.007, memory: 8343, top1_acc: 0.7074, top5_acc: 0.8707, loss_cls: 1.2184, loss: 1.2184, grad_norm: 5.3730 2020-08-16 11:11:05,361 - mmaction - INFO - Epoch [95][140/940] lr: 1.000e-04, eta: 1:06:05, time: 0.742, data_time: 0.006, memory: 8343, top1_acc: 0.6895, top5_acc: 0.8672, loss_cls: 1.2814, loss: 1.2814, grad_norm: 5.5029 2020-08-16 11:11:20,135 - mmaction - INFO - Epoch [95][160/940] lr: 1.000e-04, eta: 1:05:51, time: 0.739, data_time: 0.003, memory: 8343, top1_acc: 0.6977, top5_acc: 0.8719, loss_cls: 1.2485, loss: 1.2485, grad_norm: 5.4191 2020-08-16 11:11:33,898 - mmaction - INFO - Epoch [95][180/940] lr: 1.000e-04, eta: 1:05:36, time: 0.685, data_time: 0.006, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8746, loss_cls: 1.1997, loss: 1.1997, grad_norm: 5.3321 2020-08-16 11:11:48,596 - mmaction - INFO - Epoch [95][200/940] lr: 1.000e-04, eta: 1:05:22, time: 0.737, data_time: 0.006, memory: 8343, top1_acc: 0.6959, top5_acc: 0.8705, loss_cls: 1.2489, loss: 1.2489, grad_norm: 5.5598 2020-08-16 11:12:02,698 - mmaction - INFO - Epoch [95][220/940] lr: 1.000e-04, eta: 1:05:07, time: 0.704, data_time: 0.007, memory: 8343, top1_acc: 0.6941, top5_acc: 0.8768, loss_cls: 1.2333, loss: 1.2333, grad_norm: 5.4730 2020-08-16 11:12:16,815 - mmaction - INFO - Epoch [95][240/940] lr: 1.000e-04, eta: 1:04:53, time: 0.708, data_time: 0.005, memory: 8343, top1_acc: 0.7066, top5_acc: 0.8758, loss_cls: 1.2371, loss: 1.2371, grad_norm: 5.5861 2020-08-16 11:12:30,967 - mmaction - INFO - Epoch [95][260/940] lr: 1.000e-04, eta: 1:04:39, time: 0.708, data_time: 0.002, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8699, loss_cls: 1.2688, loss: 1.2688, grad_norm: 5.5099 2020-08-16 11:12:45,041 - mmaction - INFO - Epoch [95][280/940] lr: 1.000e-04, eta: 1:04:24, time: 0.701, data_time: 0.006, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8658, loss_cls: 1.2580, loss: 1.2580, grad_norm: 5.5051 2020-08-16 11:12:59,074 - mmaction - INFO - Epoch [95][300/940] lr: 1.000e-04, eta: 1:04:10, time: 0.704, data_time: 0.006, memory: 8343, top1_acc: 0.7035, top5_acc: 0.8695, loss_cls: 1.2408, loss: 1.2408, grad_norm: 5.3738 2020-08-16 11:13:13,712 - mmaction - INFO - Epoch [95][320/940] lr: 1.000e-04, eta: 1:03:55, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.6963, top5_acc: 0.8762, loss_cls: 1.2440, loss: 1.2440, grad_norm: 5.5400 2020-08-16 11:13:28,050 - mmaction - INFO - Epoch [95][340/940] lr: 1.000e-04, eta: 1:03:41, time: 0.718, data_time: 0.004, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8678, loss_cls: 1.2529, loss: 1.2529, grad_norm: 5.3837 2020-08-16 11:13:42,405 - mmaction - INFO - Epoch [95][360/940] lr: 1.000e-04, eta: 1:03:26, time: 0.715, data_time: 0.006, memory: 8343, top1_acc: 0.6957, top5_acc: 0.8693, loss_cls: 1.2540, loss: 1.2540, grad_norm: 5.5343 2020-08-16 11:13:56,349 - mmaction - INFO - Epoch [95][380/940] lr: 1.000e-04, eta: 1:03:12, time: 0.699, data_time: 0.005, memory: 8343, top1_acc: 0.6928, top5_acc: 0.8719, loss_cls: 1.2518, loss: 1.2518, grad_norm: 5.5403 2020-08-16 11:14:10,948 - mmaction - INFO - Epoch [95][400/940] lr: 1.000e-04, eta: 1:02:58, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.6836, top5_acc: 0.8613, loss_cls: 1.3022, loss: 1.3022, grad_norm: 5.6142 2020-08-16 11:14:24,814 - mmaction - INFO - Epoch [95][420/940] lr: 1.000e-04, eta: 1:02:43, time: 0.696, data_time: 0.006, memory: 8343, top1_acc: 0.6895, top5_acc: 0.8666, loss_cls: 1.2736, loss: 1.2736, grad_norm: 5.5295 2020-08-16 11:14:39,438 - mmaction - INFO - Epoch [95][440/940] lr: 1.000e-04, eta: 1:02:29, time: 0.731, data_time: 0.006, memory: 8343, top1_acc: 0.6934, top5_acc: 0.8682, loss_cls: 1.2705, loss: 1.2705, grad_norm: 5.5302 2020-08-16 11:14:54,244 - mmaction - INFO - Epoch [95][460/940] lr: 1.000e-04, eta: 1:02:14, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.6965, top5_acc: 0.8709, loss_cls: 1.2471, loss: 1.2471, grad_norm: 5.5656 2020-08-16 11:15:08,035 - mmaction - INFO - Epoch [95][480/940] lr: 1.000e-04, eta: 1:02:00, time: 0.690, data_time: 0.003, memory: 8343, top1_acc: 0.6941, top5_acc: 0.8770, loss_cls: 1.2320, loss: 1.2320, grad_norm: 5.4573 2020-08-16 11:15:22,752 - mmaction - INFO - Epoch [95][500/940] lr: 1.000e-04, eta: 1:01:45, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8693, loss_cls: 1.2583, loss: 1.2583, grad_norm: 5.6374 2020-08-16 11:15:36,566 - mmaction - INFO - Epoch [95][520/940] lr: 1.000e-04, eta: 1:01:31, time: 0.693, data_time: 0.006, memory: 8343, top1_acc: 0.6998, top5_acc: 0.8660, loss_cls: 1.2433, loss: 1.2433, grad_norm: 5.4363 2020-08-16 11:15:50,974 - mmaction - INFO - Epoch [95][540/940] lr: 1.000e-04, eta: 1:01:17, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.6787, top5_acc: 0.8600, loss_cls: 1.3147, loss: 1.3147, grad_norm: 5.7660 2020-08-16 11:16:04,883 - mmaction - INFO - Epoch [95][560/940] lr: 1.000e-04, eta: 1:01:02, time: 0.698, data_time: 0.006, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8760, loss_cls: 1.2203, loss: 1.2203, grad_norm: 5.4563 2020-08-16 11:16:19,070 - mmaction - INFO - Epoch [95][580/940] lr: 1.000e-04, eta: 1:00:48, time: 0.708, data_time: 0.006, memory: 8343, top1_acc: 0.6971, top5_acc: 0.8703, loss_cls: 1.2548, loss: 1.2548, grad_norm: 5.5260 2020-08-16 11:16:33,151 - mmaction - INFO - Epoch [95][600/940] lr: 1.000e-04, eta: 1:00:33, time: 0.705, data_time: 0.004, memory: 8343, top1_acc: 0.6957, top5_acc: 0.8721, loss_cls: 1.2412, loss: 1.2412, grad_norm: 5.5314 2020-08-16 11:16:47,707 - mmaction - INFO - Epoch [95][620/940] lr: 1.000e-04, eta: 1:00:19, time: 0.726, data_time: 0.005, memory: 8343, top1_acc: 0.6848, top5_acc: 0.8654, loss_cls: 1.3023, loss: 1.3023, grad_norm: 5.5993 2020-08-16 11:17:02,528 - mmaction - INFO - Epoch [95][640/940] lr: 1.000e-04, eta: 1:00:04, time: 0.742, data_time: 0.005, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8693, loss_cls: 1.2601, loss: 1.2601, grad_norm: 5.4773 2020-08-16 11:17:16,195 - mmaction - INFO - Epoch [95][660/940] lr: 1.000e-04, eta: 0:59:50, time: 0.681, data_time: 0.005, memory: 8343, top1_acc: 0.6908, top5_acc: 0.8730, loss_cls: 1.2601, loss: 1.2601, grad_norm: 5.5673 2020-08-16 11:17:30,868 - mmaction - INFO - Epoch [95][680/940] lr: 1.000e-04, eta: 0:59:36, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.7053, top5_acc: 0.8775, loss_cls: 1.2105, loss: 1.2105, grad_norm: 5.4306 2020-08-16 11:17:44,849 - mmaction - INFO - Epoch [95][700/940] lr: 1.000e-04, eta: 0:59:21, time: 0.698, data_time: 0.005, memory: 8343, top1_acc: 0.6945, top5_acc: 0.8605, loss_cls: 1.2579, loss: 1.2579, grad_norm: 5.3986 2020-08-16 11:18:00,071 - mmaction - INFO - Epoch [95][720/940] lr: 1.000e-04, eta: 0:59:07, time: 0.762, data_time: 0.005, memory: 8343, top1_acc: 0.6920, top5_acc: 0.8691, loss_cls: 1.2566, loss: 1.2566, grad_norm: 5.4560 2020-08-16 11:18:14,162 - mmaction - INFO - Epoch [95][740/940] lr: 1.000e-04, eta: 0:58:52, time: 0.704, data_time: 0.006, memory: 8343, top1_acc: 0.6930, top5_acc: 0.8711, loss_cls: 1.2596, loss: 1.2596, grad_norm: 5.5903 2020-08-16 11:18:28,695 - mmaction - INFO - Epoch [95][760/940] lr: 1.000e-04, eta: 0:58:38, time: 0.726, data_time: 0.004, memory: 8343, top1_acc: 0.6980, top5_acc: 0.8709, loss_cls: 1.2470, loss: 1.2470, grad_norm: 5.5751 2020-08-16 11:18:42,633 - mmaction - INFO - Epoch [95][780/940] lr: 1.000e-04, eta: 0:58:23, time: 0.696, data_time: 0.006, memory: 8343, top1_acc: 0.6904, top5_acc: 0.8689, loss_cls: 1.2567, loss: 1.2567, grad_norm: 5.5856 2020-08-16 11:18:56,625 - mmaction - INFO - Epoch [95][800/940] lr: 1.000e-04, eta: 0:58:09, time: 0.701, data_time: 0.005, memory: 8343, top1_acc: 0.6934, top5_acc: 0.8725, loss_cls: 1.2329, loss: 1.2329, grad_norm: 5.4845 2020-08-16 11:19:10,601 - mmaction - INFO - Epoch [95][820/940] lr: 1.000e-04, eta: 0:57:55, time: 0.697, data_time: 0.006, memory: 8343, top1_acc: 0.6893, top5_acc: 0.8672, loss_cls: 1.2659, loss: 1.2659, grad_norm: 5.5113 2020-08-16 11:19:26,039 - mmaction - INFO - Epoch [95][840/940] lr: 1.000e-04, eta: 0:57:40, time: 0.774, data_time: 0.005, memory: 8343, top1_acc: 0.6973, top5_acc: 0.8686, loss_cls: 1.2480, loss: 1.2480, grad_norm: 5.4242 2020-08-16 11:19:40,286 - mmaction - INFO - Epoch [95][860/940] lr: 1.000e-04, eta: 0:57:26, time: 0.710, data_time: 0.006, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8689, loss_cls: 1.2656, loss: 1.2656, grad_norm: 5.4498 2020-08-16 11:19:54,192 - mmaction - INFO - Epoch [95][880/940] lr: 1.000e-04, eta: 0:57:11, time: 0.697, data_time: 0.005, memory: 8343, top1_acc: 0.6867, top5_acc: 0.8709, loss_cls: 1.2776, loss: 1.2776, grad_norm: 5.5790 2020-08-16 11:20:09,229 - mmaction - INFO - Epoch [95][900/940] lr: 1.000e-04, eta: 0:56:57, time: 0.749, data_time: 0.005, memory: 8343, top1_acc: 0.7045, top5_acc: 0.8729, loss_cls: 1.2099, loss: 1.2099, grad_norm: 5.3557 2020-08-16 11:20:22,839 - mmaction - INFO - Epoch [95][920/940] lr: 1.000e-04, eta: 0:56:43, time: 0.683, data_time: 0.006, memory: 8343, top1_acc: 0.6977, top5_acc: 0.8725, loss_cls: 1.2581, loss: 1.2581, grad_norm: 5.5646 2020-08-16 11:20:36,323 - mmaction - INFO - Epoch [95][940/940] lr: 1.000e-04, eta: 0:56:28, time: 0.673, data_time: 0.005, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8732, loss_cls: 1.2555, loss: 1.2555, grad_norm: 5.5844 2020-08-16 11:20:36,826 - mmaction - INFO - Saving checkpoint at 95 epochs 2020-08-16 11:20:57,776 - mmaction - INFO - Epoch [96][20/940] lr: 1.000e-04, eta: 0:56:14, time: 0.990, data_time: 0.385, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8693, loss_cls: 1.2451, loss: 1.2451, grad_norm: 5.4785 2020-08-16 11:21:11,124 - mmaction - INFO - Epoch [96][40/940] lr: 1.000e-04, eta: 0:55:59, time: 0.668, data_time: 0.003, memory: 8343, top1_acc: 0.7027, top5_acc: 0.8764, loss_cls: 1.2147, loss: 1.2147, grad_norm: 5.3378 2020-08-16 11:21:25,324 - mmaction - INFO - Epoch [96][60/940] lr: 1.000e-04, eta: 0:55:45, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.6918, top5_acc: 0.8688, loss_cls: 1.2518, loss: 1.2518, grad_norm: 5.4294 2020-08-16 11:21:39,409 - mmaction - INFO - Epoch [96][80/940] lr: 1.000e-04, eta: 0:55:31, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8713, loss_cls: 1.2391, loss: 1.2391, grad_norm: 5.4824 2020-08-16 11:21:54,489 - mmaction - INFO - Epoch [96][100/940] lr: 1.000e-04, eta: 0:55:16, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8717, loss_cls: 1.2492, loss: 1.2492, grad_norm: 5.5118 2020-08-16 11:22:09,638 - mmaction - INFO - Epoch [96][120/940] lr: 1.000e-04, eta: 0:55:02, time: 0.760, data_time: 0.007, memory: 8343, top1_acc: 0.6873, top5_acc: 0.8742, loss_cls: 1.2386, loss: 1.2386, grad_norm: 5.5363 2020-08-16 11:22:23,066 - mmaction - INFO - Epoch [96][140/940] lr: 1.000e-04, eta: 0:54:47, time: 0.669, data_time: 0.005, memory: 8343, top1_acc: 0.6898, top5_acc: 0.8643, loss_cls: 1.2872, loss: 1.2872, grad_norm: 5.6292 2020-08-16 11:22:37,326 - mmaction - INFO - Epoch [96][160/940] lr: 1.000e-04, eta: 0:54:33, time: 0.716, data_time: 0.006, memory: 8343, top1_acc: 0.7004, top5_acc: 0.8770, loss_cls: 1.2097, loss: 1.2097, grad_norm: 5.4462 2020-08-16 11:22:51,546 - mmaction - INFO - Epoch [96][180/940] lr: 1.000e-04, eta: 0:54:18, time: 0.708, data_time: 0.005, memory: 8343, top1_acc: 0.6971, top5_acc: 0.8670, loss_cls: 1.2747, loss: 1.2747, grad_norm: 5.4979 2020-08-16 11:23:05,811 - mmaction - INFO - Epoch [96][200/940] lr: 1.000e-04, eta: 0:54:04, time: 0.715, data_time: 0.006, memory: 8343, top1_acc: 0.6949, top5_acc: 0.8748, loss_cls: 1.2616, loss: 1.2616, grad_norm: 5.5289 2020-08-16 11:23:19,967 - mmaction - INFO - Epoch [96][220/940] lr: 1.000e-04, eta: 0:53:50, time: 0.706, data_time: 0.007, memory: 8343, top1_acc: 0.7029, top5_acc: 0.8734, loss_cls: 1.2487, loss: 1.2487, grad_norm: 5.4361 2020-08-16 11:23:34,073 - mmaction - INFO - Epoch [96][240/940] lr: 1.000e-04, eta: 0:53:35, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.6920, top5_acc: 0.8670, loss_cls: 1.2625, loss: 1.2625, grad_norm: 5.4738 2020-08-16 11:23:50,046 - mmaction - INFO - Epoch [96][260/940] lr: 1.000e-04, eta: 0:53:21, time: 0.797, data_time: 0.005, memory: 8343, top1_acc: 0.6965, top5_acc: 0.8623, loss_cls: 1.2749, loss: 1.2749, grad_norm: 5.5205 2020-08-16 11:24:04,257 - mmaction - INFO - Epoch [96][280/940] lr: 1.000e-04, eta: 0:53:06, time: 0.712, data_time: 0.006, memory: 8343, top1_acc: 0.6971, top5_acc: 0.8695, loss_cls: 1.2430, loss: 1.2430, grad_norm: 5.4110 2020-08-16 11:24:18,349 - mmaction - INFO - Epoch [96][300/940] lr: 1.000e-04, eta: 0:52:52, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8639, loss_cls: 1.2770, loss: 1.2770, grad_norm: 5.5504 2020-08-16 11:24:32,660 - mmaction - INFO - Epoch [96][320/940] lr: 1.000e-04, eta: 0:52:38, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8768, loss_cls: 1.2681, loss: 1.2681, grad_norm: 5.5898 2020-08-16 11:24:47,099 - mmaction - INFO - Epoch [96][340/940] lr: 1.000e-04, eta: 0:52:23, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.6988, top5_acc: 0.8760, loss_cls: 1.2319, loss: 1.2319, grad_norm: 5.4813 2020-08-16 11:25:01,813 - mmaction - INFO - Epoch [96][360/940] lr: 1.000e-04, eta: 0:52:09, time: 0.735, data_time: 0.007, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8742, loss_cls: 1.2208, loss: 1.2208, grad_norm: 5.4075 2020-08-16 11:25:15,607 - mmaction - INFO - Epoch [96][380/940] lr: 1.000e-04, eta: 0:51:54, time: 0.690, data_time: 0.002, memory: 8343, top1_acc: 0.6914, top5_acc: 0.8705, loss_cls: 1.2792, loss: 1.2792, grad_norm: 5.4970 2020-08-16 11:25:29,864 - mmaction - INFO - Epoch [96][400/940] lr: 1.000e-04, eta: 0:51:40, time: 0.711, data_time: 0.006, memory: 8343, top1_acc: 0.6939, top5_acc: 0.8711, loss_cls: 1.2622, loss: 1.2622, grad_norm: 5.5091 2020-08-16 11:25:44,096 - mmaction - INFO - Epoch [96][420/940] lr: 1.000e-04, eta: 0:51:25, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.6936, top5_acc: 0.8586, loss_cls: 1.3049, loss: 1.3049, grad_norm: 5.5156 2020-08-16 11:25:58,141 - mmaction - INFO - Epoch [96][440/940] lr: 1.000e-04, eta: 0:51:11, time: 0.701, data_time: 0.006, memory: 8343, top1_acc: 0.6926, top5_acc: 0.8691, loss_cls: 1.2905, loss: 1.2905, grad_norm: 5.5008 2020-08-16 11:26:12,123 - mmaction - INFO - Epoch [96][460/940] lr: 1.000e-04, eta: 0:50:57, time: 0.701, data_time: 0.006, memory: 8343, top1_acc: 0.7051, top5_acc: 0.8697, loss_cls: 1.2266, loss: 1.2266, grad_norm: 5.4513 2020-08-16 11:26:26,654 - mmaction - INFO - Epoch [96][480/940] lr: 1.000e-04, eta: 0:50:42, time: 0.725, data_time: 0.006, memory: 8343, top1_acc: 0.6959, top5_acc: 0.8691, loss_cls: 1.2534, loss: 1.2534, grad_norm: 5.4780 2020-08-16 11:26:41,048 - mmaction - INFO - Epoch [96][500/940] lr: 1.000e-04, eta: 0:50:28, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.6961, top5_acc: 0.8734, loss_cls: 1.2244, loss: 1.2244, grad_norm: 5.4633 2020-08-16 11:26:55,751 - mmaction - INFO - Epoch [96][520/940] lr: 1.000e-04, eta: 0:50:13, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.6973, top5_acc: 0.8744, loss_cls: 1.2384, loss: 1.2384, grad_norm: 5.5228 2020-08-16 11:27:09,632 - mmaction - INFO - Epoch [96][540/940] lr: 1.000e-04, eta: 0:49:59, time: 0.694, data_time: 0.004, memory: 8343, top1_acc: 0.6873, top5_acc: 0.8611, loss_cls: 1.3022, loss: 1.3022, grad_norm: 5.5809 2020-08-16 11:27:23,950 - mmaction - INFO - Epoch [96][560/940] lr: 1.000e-04, eta: 0:49:44, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.6992, top5_acc: 0.8717, loss_cls: 1.2311, loss: 1.2311, grad_norm: 5.4562 2020-08-16 11:27:38,175 - mmaction - INFO - Epoch [96][580/940] lr: 1.000e-04, eta: 0:49:30, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.7012, top5_acc: 0.8758, loss_cls: 1.2290, loss: 1.2290, grad_norm: 5.4549 2020-08-16 11:27:52,494 - mmaction - INFO - Epoch [96][600/940] lr: 1.000e-04, eta: 0:49:16, time: 0.716, data_time: 0.005, memory: 8343, top1_acc: 0.7037, top5_acc: 0.8779, loss_cls: 1.2211, loss: 1.2211, grad_norm: 5.5099 2020-08-16 11:28:06,370 - mmaction - INFO - Epoch [96][620/940] lr: 1.000e-04, eta: 0:49:01, time: 0.693, data_time: 0.002, memory: 8343, top1_acc: 0.6846, top5_acc: 0.8652, loss_cls: 1.2832, loss: 1.2832, grad_norm: 5.6441 2020-08-16 11:28:21,441 - mmaction - INFO - Epoch [96][640/940] lr: 1.000e-04, eta: 0:48:47, time: 0.754, data_time: 0.003, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8701, loss_cls: 1.2589, loss: 1.2589, grad_norm: 5.5492 2020-08-16 11:28:35,137 - mmaction - INFO - Epoch [96][660/940] lr: 1.000e-04, eta: 0:48:32, time: 0.682, data_time: 0.005, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8689, loss_cls: 1.2488, loss: 1.2488, grad_norm: 5.3890 2020-08-16 11:28:49,184 - mmaction - INFO - Epoch [96][680/940] lr: 1.000e-04, eta: 0:48:18, time: 0.705, data_time: 0.006, memory: 8343, top1_acc: 0.6939, top5_acc: 0.8738, loss_cls: 1.2287, loss: 1.2287, grad_norm: 5.4162 2020-08-16 11:29:03,612 - mmaction - INFO - Epoch [96][700/940] lr: 1.000e-04, eta: 0:48:03, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.6967, top5_acc: 0.8705, loss_cls: 1.2516, loss: 1.2516, grad_norm: 5.5177 2020-08-16 11:29:18,775 - mmaction - INFO - Epoch [96][720/940] lr: 1.000e-04, eta: 0:47:49, time: 0.760, data_time: 0.005, memory: 8343, top1_acc: 0.7002, top5_acc: 0.8760, loss_cls: 1.2135, loss: 1.2135, grad_norm: 5.4376 2020-08-16 11:29:33,156 - mmaction - INFO - Epoch [96][740/940] lr: 1.000e-04, eta: 0:47:35, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8754, loss_cls: 1.2164, loss: 1.2164, grad_norm: 5.4383 2020-08-16 11:29:47,206 - mmaction - INFO - Epoch [96][760/940] lr: 1.000e-04, eta: 0:47:20, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.6947, top5_acc: 0.8750, loss_cls: 1.2330, loss: 1.2330, grad_norm: 5.4214 2020-08-16 11:30:01,368 - mmaction - INFO - Epoch [96][780/940] lr: 1.000e-04, eta: 0:47:06, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.6945, top5_acc: 0.8738, loss_cls: 1.2575, loss: 1.2575, grad_norm: 5.5631 2020-08-16 11:30:16,082 - mmaction - INFO - Epoch [96][800/940] lr: 1.000e-04, eta: 0:46:51, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.6910, top5_acc: 0.8643, loss_cls: 1.2636, loss: 1.2636, grad_norm: 5.4976 2020-08-16 11:30:29,896 - mmaction - INFO - Epoch [96][820/940] lr: 1.000e-04, eta: 0:46:37, time: 0.689, data_time: 0.005, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8609, loss_cls: 1.2605, loss: 1.2605, grad_norm: 5.4947 2020-08-16 11:30:43,983 - mmaction - INFO - Epoch [96][840/940] lr: 1.000e-04, eta: 0:46:22, time: 0.705, data_time: 0.005, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8750, loss_cls: 1.2378, loss: 1.2378, grad_norm: 5.5847 2020-08-16 11:30:58,460 - mmaction - INFO - Epoch [96][860/940] lr: 1.000e-04, eta: 0:46:08, time: 0.723, data_time: 0.006, memory: 8343, top1_acc: 0.6818, top5_acc: 0.8611, loss_cls: 1.3002, loss: 1.3002, grad_norm: 5.5910 2020-08-16 11:31:12,229 - mmaction - INFO - Epoch [96][880/940] lr: 1.000e-04, eta: 0:45:54, time: 0.690, data_time: 0.005, memory: 8343, top1_acc: 0.7045, top5_acc: 0.8791, loss_cls: 1.2049, loss: 1.2049, grad_norm: 5.4453 2020-08-16 11:31:26,412 - mmaction - INFO - Epoch [96][900/940] lr: 1.000e-04, eta: 0:45:39, time: 0.708, data_time: 0.006, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8654, loss_cls: 1.2712, loss: 1.2712, grad_norm: 5.5115 2020-08-16 11:31:41,040 - mmaction - INFO - Epoch [96][920/940] lr: 1.000e-04, eta: 0:45:25, time: 0.732, data_time: 0.004, memory: 8343, top1_acc: 0.6975, top5_acc: 0.8730, loss_cls: 1.2402, loss: 1.2402, grad_norm: 5.5149 2020-08-16 11:31:55,325 - mmaction - INFO - Epoch [96][940/940] lr: 1.000e-04, eta: 0:45:10, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.6986, top5_acc: 0.8772, loss_cls: 1.2375, loss: 1.2375, grad_norm: 5.6377 2020-08-16 11:32:16,760 - mmaction - INFO - Epoch [97][20/940] lr: 1.000e-04, eta: 0:44:56, time: 1.049, data_time: 0.435, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8672, loss_cls: 1.2586, loss: 1.2586, grad_norm: 5.4680 2020-08-16 11:32:29,939 - mmaction - INFO - Epoch [97][40/940] lr: 1.000e-04, eta: 0:44:42, time: 0.659, data_time: 0.006, memory: 8343, top1_acc: 0.6955, top5_acc: 0.8693, loss_cls: 1.2627, loss: 1.2627, grad_norm: 5.5054 2020-08-16 11:32:43,627 - mmaction - INFO - Epoch [97][60/940] lr: 1.000e-04, eta: 0:44:27, time: 0.685, data_time: 0.003, memory: 8343, top1_acc: 0.6994, top5_acc: 0.8670, loss_cls: 1.2525, loss: 1.2525, grad_norm: 5.5793 2020-08-16 11:32:57,697 - mmaction - INFO - Epoch [97][80/940] lr: 1.000e-04, eta: 0:44:13, time: 0.702, data_time: 0.006, memory: 8343, top1_acc: 0.6908, top5_acc: 0.8719, loss_cls: 1.2371, loss: 1.2371, grad_norm: 5.4498 2020-08-16 11:33:11,786 - mmaction - INFO - Epoch [97][100/940] lr: 1.000e-04, eta: 0:43:58, time: 0.706, data_time: 0.005, memory: 8343, top1_acc: 0.6980, top5_acc: 0.8619, loss_cls: 1.2680, loss: 1.2680, grad_norm: 5.5785 2020-08-16 11:33:26,642 - mmaction - INFO - Epoch [97][120/940] lr: 1.000e-04, eta: 0:43:44, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8713, loss_cls: 1.2624, loss: 1.2624, grad_norm: 5.5077 2020-08-16 11:33:41,388 - mmaction - INFO - Epoch [97][140/940] lr: 1.000e-04, eta: 0:43:30, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.6943, top5_acc: 0.8707, loss_cls: 1.2662, loss: 1.2662, grad_norm: 5.4905 2020-08-16 11:33:56,353 - mmaction - INFO - Epoch [97][160/940] lr: 1.000e-04, eta: 0:43:15, time: 0.746, data_time: 0.005, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8744, loss_cls: 1.2412, loss: 1.2412, grad_norm: 5.6196 2020-08-16 11:34:10,452 - mmaction - INFO - Epoch [97][180/940] lr: 1.000e-04, eta: 0:43:01, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.6861, top5_acc: 0.8664, loss_cls: 1.2816, loss: 1.2816, grad_norm: 5.5478 2020-08-16 11:34:24,434 - mmaction - INFO - Epoch [97][200/940] lr: 1.000e-04, eta: 0:42:46, time: 0.697, data_time: 0.005, memory: 8343, top1_acc: 0.7039, top5_acc: 0.8775, loss_cls: 1.2334, loss: 1.2334, grad_norm: 5.4717 2020-08-16 11:34:38,955 - mmaction - INFO - Epoch [97][220/940] lr: 1.000e-04, eta: 0:42:32, time: 0.728, data_time: 0.006, memory: 8343, top1_acc: 0.7088, top5_acc: 0.8762, loss_cls: 1.2157, loss: 1.2157, grad_norm: 5.5087 2020-08-16 11:34:52,818 - mmaction - INFO - Epoch [97][240/940] lr: 1.000e-04, eta: 0:42:17, time: 0.689, data_time: 0.006, memory: 8343, top1_acc: 0.7041, top5_acc: 0.8758, loss_cls: 1.2269, loss: 1.2269, grad_norm: 5.4773 2020-08-16 11:35:07,736 - mmaction - INFO - Epoch [97][260/940] lr: 1.000e-04, eta: 0:42:03, time: 0.749, data_time: 0.007, memory: 8343, top1_acc: 0.6879, top5_acc: 0.8646, loss_cls: 1.2809, loss: 1.2809, grad_norm: 5.6258 2020-08-16 11:35:22,784 - mmaction - INFO - Epoch [97][280/940] lr: 1.000e-04, eta: 0:41:49, time: 0.751, data_time: 0.006, memory: 8343, top1_acc: 0.6783, top5_acc: 0.8621, loss_cls: 1.3165, loss: 1.3165, grad_norm: 5.6220 2020-08-16 11:35:36,301 - mmaction - INFO - Epoch [97][300/940] lr: 1.000e-04, eta: 0:41:34, time: 0.678, data_time: 0.006, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8705, loss_cls: 1.2566, loss: 1.2566, grad_norm: 5.5900 2020-08-16 11:35:50,897 - mmaction - INFO - Epoch [97][320/940] lr: 1.000e-04, eta: 0:41:20, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.6922, top5_acc: 0.8584, loss_cls: 1.2904, loss: 1.2904, grad_norm: 5.4957 2020-08-16 11:36:05,163 - mmaction - INFO - Epoch [97][340/940] lr: 1.000e-04, eta: 0:41:05, time: 0.716, data_time: 0.006, memory: 8343, top1_acc: 0.6963, top5_acc: 0.8703, loss_cls: 1.2549, loss: 1.2549, grad_norm: 5.5287 2020-08-16 11:36:19,635 - mmaction - INFO - Epoch [97][360/940] lr: 1.000e-04, eta: 0:40:51, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.6980, top5_acc: 0.8709, loss_cls: 1.2342, loss: 1.2342, grad_norm: 5.5021 2020-08-16 11:36:33,599 - mmaction - INFO - Epoch [97][380/940] lr: 1.000e-04, eta: 0:40:36, time: 0.701, data_time: 0.006, memory: 8343, top1_acc: 0.6945, top5_acc: 0.8754, loss_cls: 1.2391, loss: 1.2391, grad_norm: 5.5015 2020-08-16 11:36:48,376 - mmaction - INFO - Epoch [97][400/940] lr: 1.000e-04, eta: 0:40:22, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8682, loss_cls: 1.2492, loss: 1.2492, grad_norm: 5.4118 2020-08-16 11:37:03,044 - mmaction - INFO - Epoch [97][420/940] lr: 1.000e-04, eta: 0:40:08, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8652, loss_cls: 1.2783, loss: 1.2783, grad_norm: 5.5859 2020-08-16 11:37:17,042 - mmaction - INFO - Epoch [97][440/940] lr: 1.000e-04, eta: 0:39:53, time: 0.698, data_time: 0.006, memory: 8343, top1_acc: 0.7078, top5_acc: 0.8771, loss_cls: 1.2038, loss: 1.2038, grad_norm: 5.4403 2020-08-16 11:37:31,482 - mmaction - INFO - Epoch [97][460/940] lr: 1.000e-04, eta: 0:39:39, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.6908, top5_acc: 0.8699, loss_cls: 1.2544, loss: 1.2544, grad_norm: 5.4566 2020-08-16 11:37:46,314 - mmaction - INFO - Epoch [97][480/940] lr: 1.000e-04, eta: 0:39:24, time: 0.740, data_time: 0.005, memory: 8343, top1_acc: 0.6813, top5_acc: 0.8656, loss_cls: 1.3049, loss: 1.3049, grad_norm: 5.7062 2020-08-16 11:38:01,074 - mmaction - INFO - Epoch [97][500/940] lr: 1.000e-04, eta: 0:39:10, time: 0.739, data_time: 0.005, memory: 8343, top1_acc: 0.7004, top5_acc: 0.8695, loss_cls: 1.2489, loss: 1.2489, grad_norm: 5.4623 2020-08-16 11:38:14,855 - mmaction - INFO - Epoch [97][520/940] lr: 1.000e-04, eta: 0:38:56, time: 0.688, data_time: 0.006, memory: 8343, top1_acc: 0.6973, top5_acc: 0.8668, loss_cls: 1.2507, loss: 1.2507, grad_norm: 5.4810 2020-08-16 11:38:29,189 - mmaction - INFO - Epoch [97][540/940] lr: 1.000e-04, eta: 0:38:41, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.6986, top5_acc: 0.8740, loss_cls: 1.2268, loss: 1.2268, grad_norm: 5.4753 2020-08-16 11:38:43,573 - mmaction - INFO - Epoch [97][560/940] lr: 1.000e-04, eta: 0:38:27, time: 0.719, data_time: 0.008, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8744, loss_cls: 1.2354, loss: 1.2354, grad_norm: 5.4579 2020-08-16 11:38:58,084 - mmaction - INFO - Epoch [97][580/940] lr: 1.000e-04, eta: 0:38:12, time: 0.726, data_time: 0.004, memory: 8343, top1_acc: 0.6963, top5_acc: 0.8701, loss_cls: 1.2615, loss: 1.2615, grad_norm: 5.4755 2020-08-16 11:39:12,692 - mmaction - INFO - Epoch [97][600/940] lr: 1.000e-04, eta: 0:37:58, time: 0.729, data_time: 0.007, memory: 8343, top1_acc: 0.6975, top5_acc: 0.8646, loss_cls: 1.2743, loss: 1.2743, grad_norm: 5.4490 2020-08-16 11:39:26,728 - mmaction - INFO - Epoch [97][620/940] lr: 1.000e-04, eta: 0:37:43, time: 0.703, data_time: 0.006, memory: 8343, top1_acc: 0.6895, top5_acc: 0.8656, loss_cls: 1.2863, loss: 1.2863, grad_norm: 5.5379 2020-08-16 11:39:40,838 - mmaction - INFO - Epoch [97][640/940] lr: 1.000e-04, eta: 0:37:29, time: 0.703, data_time: 0.006, memory: 8343, top1_acc: 0.6982, top5_acc: 0.8777, loss_cls: 1.2290, loss: 1.2290, grad_norm: 5.4139 2020-08-16 11:39:55,450 - mmaction - INFO - Epoch [97][660/940] lr: 1.000e-04, eta: 0:37:15, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.6854, top5_acc: 0.8645, loss_cls: 1.2868, loss: 1.2868, grad_norm: 5.6300 2020-08-16 11:40:09,891 - mmaction - INFO - Epoch [97][680/940] lr: 1.000e-04, eta: 0:37:00, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8828, loss_cls: 1.2058, loss: 1.2058, grad_norm: 5.5289 2020-08-16 11:40:24,102 - mmaction - INFO - Epoch [97][700/940] lr: 1.000e-04, eta: 0:36:46, time: 0.714, data_time: 0.007, memory: 8343, top1_acc: 0.6994, top5_acc: 0.8744, loss_cls: 1.2243, loss: 1.2243, grad_norm: 5.4769 2020-08-16 11:40:38,244 - mmaction - INFO - Epoch [97][720/940] lr: 1.000e-04, eta: 0:36:31, time: 0.707, data_time: 0.006, memory: 8343, top1_acc: 0.7029, top5_acc: 0.8764, loss_cls: 1.2122, loss: 1.2122, grad_norm: 5.3519 2020-08-16 11:40:53,742 - mmaction - INFO - Epoch [97][740/940] lr: 1.000e-04, eta: 0:36:17, time: 0.773, data_time: 0.007, memory: 8343, top1_acc: 0.7012, top5_acc: 0.8773, loss_cls: 1.2185, loss: 1.2185, grad_norm: 5.4167 2020-08-16 11:41:08,441 - mmaction - INFO - Epoch [97][760/940] lr: 1.000e-04, eta: 0:36:03, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8729, loss_cls: 1.2378, loss: 1.2378, grad_norm: 5.5122 2020-08-16 11:41:22,417 - mmaction - INFO - Epoch [97][780/940] lr: 1.000e-04, eta: 0:35:48, time: 0.696, data_time: 0.008, memory: 8343, top1_acc: 0.6873, top5_acc: 0.8678, loss_cls: 1.2627, loss: 1.2627, grad_norm: 5.4967 2020-08-16 11:41:36,555 - mmaction - INFO - Epoch [97][800/940] lr: 1.000e-04, eta: 0:35:34, time: 0.710, data_time: 0.007, memory: 8343, top1_acc: 0.6980, top5_acc: 0.8691, loss_cls: 1.2454, loss: 1.2454, grad_norm: 5.5006 2020-08-16 11:41:50,865 - mmaction - INFO - Epoch [97][820/940] lr: 1.000e-04, eta: 0:35:19, time: 0.713, data_time: 0.006, memory: 8343, top1_acc: 0.7012, top5_acc: 0.8707, loss_cls: 1.2406, loss: 1.2406, grad_norm: 5.4368 2020-08-16 11:42:05,379 - mmaction - INFO - Epoch [97][840/940] lr: 1.000e-04, eta: 0:35:05, time: 0.728, data_time: 0.005, memory: 8343, top1_acc: 0.7020, top5_acc: 0.8719, loss_cls: 1.2385, loss: 1.2385, grad_norm: 5.4913 2020-08-16 11:42:19,497 - mmaction - INFO - Epoch [97][860/940] lr: 1.000e-04, eta: 0:34:50, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.6939, top5_acc: 0.8689, loss_cls: 1.2753, loss: 1.2753, grad_norm: 5.6170 2020-08-16 11:42:34,097 - mmaction - INFO - Epoch [97][880/940] lr: 1.000e-04, eta: 0:34:36, time: 0.731, data_time: 0.005, memory: 8343, top1_acc: 0.7061, top5_acc: 0.8809, loss_cls: 1.1926, loss: 1.1926, grad_norm: 5.4353 2020-08-16 11:42:48,391 - mmaction - INFO - Epoch [97][900/940] lr: 1.000e-04, eta: 0:34:22, time: 0.712, data_time: 0.006, memory: 8343, top1_acc: 0.6945, top5_acc: 0.8697, loss_cls: 1.2649, loss: 1.2649, grad_norm: 5.6141 2020-08-16 11:43:02,321 - mmaction - INFO - Epoch [97][920/940] lr: 1.000e-04, eta: 0:34:07, time: 0.699, data_time: 0.005, memory: 8343, top1_acc: 0.6842, top5_acc: 0.8660, loss_cls: 1.2762, loss: 1.2762, grad_norm: 5.6173 2020-08-16 11:43:16,640 - mmaction - INFO - Epoch [97][940/940] lr: 1.000e-04, eta: 0:33:53, time: 0.714, data_time: 0.005, memory: 8343, top1_acc: 0.6945, top5_acc: 0.8638, loss_cls: 1.2653, loss: 1.2653, grad_norm: 5.6141 2020-08-16 11:43:38,245 - mmaction - INFO - Epoch [98][20/940] lr: 1.000e-04, eta: 0:33:38, time: 1.055, data_time: 0.432, memory: 8343, top1_acc: 0.7035, top5_acc: 0.8715, loss_cls: 1.2260, loss: 1.2260, grad_norm: 5.4143 2020-08-16 11:43:50,995 - mmaction - INFO - Epoch [98][40/940] lr: 1.000e-04, eta: 0:33:24, time: 0.634, data_time: 0.006, memory: 8343, top1_acc: 0.6928, top5_acc: 0.8709, loss_cls: 1.2709, loss: 1.2709, grad_norm: 5.5817 2020-08-16 11:44:05,575 - mmaction - INFO - Epoch [98][60/940] lr: 1.000e-04, eta: 0:33:10, time: 0.732, data_time: 0.007, memory: 8343, top1_acc: 0.7072, top5_acc: 0.8793, loss_cls: 1.1952, loss: 1.1952, grad_norm: 5.4282 2020-08-16 11:44:20,594 - mmaction - INFO - Epoch [98][80/940] lr: 1.000e-04, eta: 0:32:55, time: 0.747, data_time: 0.006, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8709, loss_cls: 1.2346, loss: 1.2346, grad_norm: 5.4407 2020-08-16 11:44:34,679 - mmaction - INFO - Epoch [98][100/940] lr: 1.000e-04, eta: 0:32:41, time: 0.708, data_time: 0.008, memory: 8343, top1_acc: 0.7012, top5_acc: 0.8727, loss_cls: 1.2311, loss: 1.2311, grad_norm: 5.4781 2020-08-16 11:44:49,182 - mmaction - INFO - Epoch [98][120/940] lr: 1.000e-04, eta: 0:32:26, time: 0.724, data_time: 0.005, memory: 8343, top1_acc: 0.6980, top5_acc: 0.8691, loss_cls: 1.2570, loss: 1.2570, grad_norm: 5.4564 2020-08-16 11:45:03,055 - mmaction - INFO - Epoch [98][140/940] lr: 1.000e-04, eta: 0:32:12, time: 0.694, data_time: 0.007, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8678, loss_cls: 1.2579, loss: 1.2579, grad_norm: 5.4334 2020-08-16 11:45:17,330 - mmaction - INFO - Epoch [98][160/940] lr: 1.000e-04, eta: 0:31:57, time: 0.714, data_time: 0.002, memory: 8343, top1_acc: 0.6996, top5_acc: 0.8711, loss_cls: 1.2268, loss: 1.2268, grad_norm: 5.3851 2020-08-16 11:45:31,752 - mmaction - INFO - Epoch [98][180/940] lr: 1.000e-04, eta: 0:31:43, time: 0.719, data_time: 0.005, memory: 8343, top1_acc: 0.7002, top5_acc: 0.8691, loss_cls: 1.2368, loss: 1.2368, grad_norm: 5.3847 2020-08-16 11:45:46,079 - mmaction - INFO - Epoch [98][200/940] lr: 1.000e-04, eta: 0:31:29, time: 0.718, data_time: 0.006, memory: 8343, top1_acc: 0.7039, top5_acc: 0.8672, loss_cls: 1.2370, loss: 1.2370, grad_norm: 5.4083 2020-08-16 11:46:00,435 - mmaction - INFO - Epoch [98][220/940] lr: 1.000e-04, eta: 0:31:14, time: 0.715, data_time: 0.006, memory: 8343, top1_acc: 0.6951, top5_acc: 0.8750, loss_cls: 1.2249, loss: 1.2249, grad_norm: 5.5362 2020-08-16 11:46:14,674 - mmaction - INFO - Epoch [98][240/940] lr: 1.000e-04, eta: 0:31:00, time: 0.715, data_time: 0.006, memory: 8343, top1_acc: 0.6904, top5_acc: 0.8688, loss_cls: 1.2770, loss: 1.2770, grad_norm: 5.5874 2020-08-16 11:46:29,294 - mmaction - INFO - Epoch [98][260/940] lr: 1.000e-04, eta: 0:30:45, time: 0.727, data_time: 0.005, memory: 8343, top1_acc: 0.6914, top5_acc: 0.8689, loss_cls: 1.2842, loss: 1.2842, grad_norm: 5.5488 2020-08-16 11:46:43,596 - mmaction - INFO - Epoch [98][280/940] lr: 1.000e-04, eta: 0:30:31, time: 0.718, data_time: 0.007, memory: 8343, top1_acc: 0.7100, top5_acc: 0.8656, loss_cls: 1.2279, loss: 1.2279, grad_norm: 5.3409 2020-08-16 11:46:58,377 - mmaction - INFO - Epoch [98][300/940] lr: 1.000e-04, eta: 0:30:17, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.6957, top5_acc: 0.8662, loss_cls: 1.2587, loss: 1.2587, grad_norm: 5.5821 2020-08-16 11:47:12,405 - mmaction - INFO - Epoch [98][320/940] lr: 1.000e-04, eta: 0:30:02, time: 0.704, data_time: 0.005, memory: 8343, top1_acc: 0.6879, top5_acc: 0.8676, loss_cls: 1.2811, loss: 1.2811, grad_norm: 5.6216 2020-08-16 11:47:27,785 - mmaction - INFO - Epoch [98][340/940] lr: 1.000e-04, eta: 0:29:48, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.6939, top5_acc: 0.8699, loss_cls: 1.2506, loss: 1.2506, grad_norm: 5.5212 2020-08-16 11:47:41,396 - mmaction - INFO - Epoch [98][360/940] lr: 1.000e-04, eta: 0:29:33, time: 0.683, data_time: 0.006, memory: 8343, top1_acc: 0.6990, top5_acc: 0.8680, loss_cls: 1.2615, loss: 1.2615, grad_norm: 5.5595 2020-08-16 11:47:55,582 - mmaction - INFO - Epoch [98][380/940] lr: 1.000e-04, eta: 0:29:19, time: 0.709, data_time: 0.006, memory: 8343, top1_acc: 0.7025, top5_acc: 0.8762, loss_cls: 1.2160, loss: 1.2160, grad_norm: 5.5071 2020-08-16 11:48:09,859 - mmaction - INFO - Epoch [98][400/940] lr: 1.000e-04, eta: 0:29:04, time: 0.714, data_time: 0.002, memory: 8343, top1_acc: 0.7104, top5_acc: 0.8816, loss_cls: 1.1932, loss: 1.1932, grad_norm: 5.2824 2020-08-16 11:48:24,097 - mmaction - INFO - Epoch [98][420/940] lr: 1.000e-04, eta: 0:28:50, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.6844, top5_acc: 0.8621, loss_cls: 1.3092, loss: 1.3092, grad_norm: 5.5836 2020-08-16 11:48:39,471 - mmaction - INFO - Epoch [98][440/940] lr: 1.000e-04, eta: 0:28:36, time: 0.771, data_time: 0.006, memory: 8343, top1_acc: 0.6912, top5_acc: 0.8756, loss_cls: 1.2297, loss: 1.2297, grad_norm: 5.5195 2020-08-16 11:48:52,985 - mmaction - INFO - Epoch [98][460/940] lr: 1.000e-04, eta: 0:28:21, time: 0.672, data_time: 0.006, memory: 8343, top1_acc: 0.7041, top5_acc: 0.8805, loss_cls: 1.2094, loss: 1.2094, grad_norm: 5.5119 2020-08-16 11:49:07,615 - mmaction - INFO - Epoch [98][480/940] lr: 1.000e-04, eta: 0:28:07, time: 0.735, data_time: 0.007, memory: 8343, top1_acc: 0.6961, top5_acc: 0.8705, loss_cls: 1.2499, loss: 1.2499, grad_norm: 5.4598 2020-08-16 11:49:23,028 - mmaction - INFO - Epoch [98][500/940] lr: 1.000e-04, eta: 0:27:52, time: 0.770, data_time: 0.006, memory: 8343, top1_acc: 0.7010, top5_acc: 0.8670, loss_cls: 1.2540, loss: 1.2540, grad_norm: 5.4646 2020-08-16 11:49:36,618 - mmaction - INFO - Epoch [98][520/940] lr: 1.000e-04, eta: 0:27:38, time: 0.677, data_time: 0.006, memory: 8343, top1_acc: 0.6900, top5_acc: 0.8688, loss_cls: 1.2832, loss: 1.2832, grad_norm: 5.6382 2020-08-16 11:49:51,109 - mmaction - INFO - Epoch [98][540/940] lr: 1.000e-04, eta: 0:27:23, time: 0.727, data_time: 0.006, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8764, loss_cls: 1.2242, loss: 1.2242, grad_norm: 5.5380 2020-08-16 11:50:06,483 - mmaction - INFO - Epoch [98][560/940] lr: 1.000e-04, eta: 0:27:09, time: 0.766, data_time: 0.006, memory: 8343, top1_acc: 0.6893, top5_acc: 0.8732, loss_cls: 1.2488, loss: 1.2488, grad_norm: 5.4894 2020-08-16 11:50:21,393 - mmaction - INFO - Epoch [98][580/940] lr: 1.000e-04, eta: 0:26:55, time: 0.748, data_time: 0.004, memory: 8343, top1_acc: 0.7012, top5_acc: 0.8713, loss_cls: 1.2455, loss: 1.2455, grad_norm: 5.5370 2020-08-16 11:50:35,244 - mmaction - INFO - Epoch [98][600/940] lr: 1.000e-04, eta: 0:26:40, time: 0.691, data_time: 0.006, memory: 8343, top1_acc: 0.7088, top5_acc: 0.8715, loss_cls: 1.2153, loss: 1.2153, grad_norm: 5.4956 2020-08-16 11:50:49,562 - mmaction - INFO - Epoch [98][620/940] lr: 1.000e-04, eta: 0:26:26, time: 0.718, data_time: 0.005, memory: 8343, top1_acc: 0.6941, top5_acc: 0.8635, loss_cls: 1.2729, loss: 1.2729, grad_norm: 5.5391 2020-08-16 11:51:04,252 - mmaction - INFO - Epoch [98][640/940] lr: 1.000e-04, eta: 0:26:11, time: 0.732, data_time: 0.005, memory: 8343, top1_acc: 0.6928, top5_acc: 0.8619, loss_cls: 1.2743, loss: 1.2743, grad_norm: 5.5403 2020-08-16 11:51:18,779 - mmaction - INFO - Epoch [98][660/940] lr: 1.000e-04, eta: 0:25:57, time: 0.729, data_time: 0.005, memory: 8343, top1_acc: 0.6934, top5_acc: 0.8703, loss_cls: 1.2599, loss: 1.2599, grad_norm: 5.6524 2020-08-16 11:51:34,033 - mmaction - INFO - Epoch [98][680/940] lr: 1.000e-04, eta: 0:25:43, time: 0.760, data_time: 0.006, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8641, loss_cls: 1.2489, loss: 1.2489, grad_norm: 5.4466 2020-08-16 11:51:47,993 - mmaction - INFO - Epoch [98][700/940] lr: 1.000e-04, eta: 0:25:28, time: 0.701, data_time: 0.006, memory: 8343, top1_acc: 0.7150, top5_acc: 0.8727, loss_cls: 1.2168, loss: 1.2168, grad_norm: 5.5049 2020-08-16 11:52:03,104 - mmaction - INFO - Epoch [98][720/940] lr: 1.000e-04, eta: 0:25:14, time: 0.753, data_time: 0.002, memory: 8343, top1_acc: 0.6975, top5_acc: 0.8744, loss_cls: 1.2346, loss: 1.2346, grad_norm: 5.5363 2020-08-16 11:52:17,854 - mmaction - INFO - Epoch [98][740/940] lr: 1.000e-04, eta: 0:24:59, time: 0.740, data_time: 0.007, memory: 8343, top1_acc: 0.6912, top5_acc: 0.8627, loss_cls: 1.2820, loss: 1.2820, grad_norm: 5.5298 2020-08-16 11:52:32,659 - mmaction - INFO - Epoch [98][760/940] lr: 1.000e-04, eta: 0:24:45, time: 0.740, data_time: 0.003, memory: 8343, top1_acc: 0.6984, top5_acc: 0.8695, loss_cls: 1.2428, loss: 1.2428, grad_norm: 5.5008 2020-08-16 11:52:46,871 - mmaction - INFO - Epoch [98][780/940] lr: 1.000e-04, eta: 0:24:30, time: 0.711, data_time: 0.007, memory: 8343, top1_acc: 0.6855, top5_acc: 0.8660, loss_cls: 1.2744, loss: 1.2744, grad_norm: 5.4935 2020-08-16 11:53:01,254 - mmaction - INFO - Epoch [98][800/940] lr: 1.000e-04, eta: 0:24:16, time: 0.720, data_time: 0.004, memory: 8343, top1_acc: 0.6916, top5_acc: 0.8723, loss_cls: 1.2761, loss: 1.2761, grad_norm: 5.5445 2020-08-16 11:53:15,556 - mmaction - INFO - Epoch [98][820/940] lr: 1.000e-04, eta: 0:24:02, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.6992, top5_acc: 0.8674, loss_cls: 1.2297, loss: 1.2297, grad_norm: 5.4913 2020-08-16 11:53:30,626 - mmaction - INFO - Epoch [98][840/940] lr: 1.000e-04, eta: 0:23:47, time: 0.754, data_time: 0.005, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8666, loss_cls: 1.2668, loss: 1.2668, grad_norm: 5.5799 2020-08-16 11:53:44,766 - mmaction - INFO - Epoch [98][860/940] lr: 1.000e-04, eta: 0:23:33, time: 0.706, data_time: 0.007, memory: 8343, top1_acc: 0.6834, top5_acc: 0.8637, loss_cls: 1.2823, loss: 1.2823, grad_norm: 5.5439 2020-08-16 11:53:59,738 - mmaction - INFO - Epoch [98][880/940] lr: 1.000e-04, eta: 0:23:18, time: 0.751, data_time: 0.005, memory: 8343, top1_acc: 0.7084, top5_acc: 0.8775, loss_cls: 1.2145, loss: 1.2145, grad_norm: 5.4121 2020-08-16 11:54:14,515 - mmaction - INFO - Epoch [98][900/940] lr: 1.000e-04, eta: 0:23:04, time: 0.736, data_time: 0.006, memory: 8343, top1_acc: 0.7057, top5_acc: 0.8814, loss_cls: 1.1942, loss: 1.1942, grad_norm: 5.3517 2020-08-16 11:54:28,477 - mmaction - INFO - Epoch [98][920/940] lr: 1.000e-04, eta: 0:22:50, time: 0.701, data_time: 0.006, memory: 8343, top1_acc: 0.6908, top5_acc: 0.8662, loss_cls: 1.2616, loss: 1.2616, grad_norm: 5.5998 2020-08-16 11:54:42,600 - mmaction - INFO - Epoch [98][940/940] lr: 1.000e-04, eta: 0:22:35, time: 0.705, data_time: 0.006, memory: 8343, top1_acc: 0.6813, top5_acc: 0.8593, loss_cls: 1.3021, loss: 1.3021, grad_norm: 5.6851 2020-08-16 11:55:04,344 - mmaction - INFO - Epoch [99][20/940] lr: 1.000e-04, eta: 0:22:21, time: 1.061, data_time: 0.389, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8648, loss_cls: 1.2577, loss: 1.2577, grad_norm: 5.5256 2020-08-16 11:55:18,737 - mmaction - INFO - Epoch [99][40/940] lr: 1.000e-04, eta: 0:22:06, time: 0.720, data_time: 0.003, memory: 8343, top1_acc: 0.6902, top5_acc: 0.8648, loss_cls: 1.2898, loss: 1.2898, grad_norm: 5.5840 2020-08-16 11:55:32,949 - mmaction - INFO - Epoch [99][60/940] lr: 1.000e-04, eta: 0:21:52, time: 0.711, data_time: 0.001, memory: 8343, top1_acc: 0.6936, top5_acc: 0.8729, loss_cls: 1.2437, loss: 1.2437, grad_norm: 5.4099 2020-08-16 11:55:46,937 - mmaction - INFO - Epoch [99][80/940] lr: 1.000e-04, eta: 0:21:38, time: 0.699, data_time: 0.002, memory: 8343, top1_acc: 0.6979, top5_acc: 0.8723, loss_cls: 1.2295, loss: 1.2295, grad_norm: 5.4702 2020-08-16 11:56:02,185 - mmaction - INFO - Epoch [99][100/940] lr: 1.000e-04, eta: 0:21:23, time: 0.761, data_time: 0.006, memory: 8343, top1_acc: 0.7023, top5_acc: 0.8695, loss_cls: 1.2409, loss: 1.2409, grad_norm: 5.4915 2020-08-16 11:56:16,885 - mmaction - INFO - Epoch [99][120/940] lr: 1.000e-04, eta: 0:21:09, time: 0.737, data_time: 0.005, memory: 8343, top1_acc: 0.6895, top5_acc: 0.8764, loss_cls: 1.2416, loss: 1.2416, grad_norm: 5.5155 2020-08-16 11:56:30,895 - mmaction - INFO - Epoch [99][140/940] lr: 1.000e-04, eta: 0:20:54, time: 0.699, data_time: 0.006, memory: 8343, top1_acc: 0.6937, top5_acc: 0.8662, loss_cls: 1.2655, loss: 1.2655, grad_norm: 5.5453 2020-08-16 11:56:45,755 - mmaction - INFO - Epoch [99][160/940] lr: 1.000e-04, eta: 0:20:40, time: 0.744, data_time: 0.005, memory: 8343, top1_acc: 0.7018, top5_acc: 0.8689, loss_cls: 1.2501, loss: 1.2501, grad_norm: 5.4797 2020-08-16 11:56:59,429 - mmaction - INFO - Epoch [99][180/940] lr: 1.000e-04, eta: 0:20:25, time: 0.684, data_time: 0.003, memory: 8343, top1_acc: 0.6986, top5_acc: 0.8756, loss_cls: 1.2478, loss: 1.2478, grad_norm: 5.4860 2020-08-16 11:57:14,877 - mmaction - INFO - Epoch [99][200/940] lr: 1.000e-04, eta: 0:20:11, time: 0.771, data_time: 0.005, memory: 8343, top1_acc: 0.7006, top5_acc: 0.8686, loss_cls: 1.2617, loss: 1.2617, grad_norm: 5.5297 2020-08-16 11:57:28,520 - mmaction - INFO - Epoch [99][220/940] lr: 1.000e-04, eta: 0:19:57, time: 0.683, data_time: 0.005, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8734, loss_cls: 1.2016, loss: 1.2016, grad_norm: 5.4422 2020-08-16 11:57:43,671 - mmaction - INFO - Epoch [99][240/940] lr: 1.000e-04, eta: 0:19:42, time: 0.755, data_time: 0.006, memory: 8343, top1_acc: 0.6828, top5_acc: 0.8635, loss_cls: 1.2979, loss: 1.2979, grad_norm: 5.6096 2020-08-16 11:57:58,092 - mmaction - INFO - Epoch [99][260/940] lr: 1.000e-04, eta: 0:19:28, time: 0.722, data_time: 0.006, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8754, loss_cls: 1.2255, loss: 1.2255, grad_norm: 5.4152 2020-08-16 11:58:12,715 - mmaction - INFO - Epoch [99][280/940] lr: 1.000e-04, eta: 0:19:13, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.6945, top5_acc: 0.8705, loss_cls: 1.2569, loss: 1.2569, grad_norm: 5.5427 2020-08-16 11:58:27,557 - mmaction - INFO - Epoch [99][300/940] lr: 1.000e-04, eta: 0:18:59, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.7016, top5_acc: 0.8744, loss_cls: 1.2310, loss: 1.2310, grad_norm: 5.5132 2020-08-16 11:58:41,709 - mmaction - INFO - Epoch [99][320/940] lr: 1.000e-04, eta: 0:18:45, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.6838, top5_acc: 0.8676, loss_cls: 1.2787, loss: 1.2787, grad_norm: 5.4903 2020-08-16 11:58:56,868 - mmaction - INFO - Epoch [99][340/940] lr: 1.000e-04, eta: 0:18:30, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.6937, top5_acc: 0.8646, loss_cls: 1.2598, loss: 1.2598, grad_norm: 5.4379 2020-08-16 11:59:10,789 - mmaction - INFO - Epoch [99][360/940] lr: 1.000e-04, eta: 0:18:16, time: 0.699, data_time: 0.006, memory: 8343, top1_acc: 0.7051, top5_acc: 0.8764, loss_cls: 1.2211, loss: 1.2211, grad_norm: 5.5265 2020-08-16 11:59:26,106 - mmaction - INFO - Epoch [99][380/940] lr: 1.000e-04, eta: 0:18:01, time: 0.764, data_time: 0.005, memory: 8343, top1_acc: 0.7021, top5_acc: 0.8750, loss_cls: 1.2158, loss: 1.2158, grad_norm: 5.4376 2020-08-16 11:59:40,725 - mmaction - INFO - Epoch [99][400/940] lr: 1.000e-04, eta: 0:17:47, time: 0.733, data_time: 0.005, memory: 8343, top1_acc: 0.6959, top5_acc: 0.8723, loss_cls: 1.2386, loss: 1.2386, grad_norm: 5.5113 2020-08-16 11:59:54,597 - mmaction - INFO - Epoch [99][420/940] lr: 1.000e-04, eta: 0:17:32, time: 0.691, data_time: 0.006, memory: 8343, top1_acc: 0.7031, top5_acc: 0.8715, loss_cls: 1.2157, loss: 1.2157, grad_norm: 5.4214 2020-08-16 12:00:09,420 - mmaction - INFO - Epoch [99][440/940] lr: 1.000e-04, eta: 0:17:18, time: 0.733, data_time: 0.006, memory: 8343, top1_acc: 0.7123, top5_acc: 0.8742, loss_cls: 1.2125, loss: 1.2125, grad_norm: 5.3955 2020-08-16 12:00:24,042 - mmaction - INFO - Epoch [99][460/940] lr: 1.000e-04, eta: 0:17:04, time: 0.740, data_time: 0.024, memory: 8343, top1_acc: 0.6973, top5_acc: 0.8736, loss_cls: 1.2330, loss: 1.2330, grad_norm: 5.4718 2020-08-16 12:00:38,240 - mmaction - INFO - Epoch [99][480/940] lr: 1.000e-04, eta: 0:16:49, time: 0.712, data_time: 0.006, memory: 8343, top1_acc: 0.7035, top5_acc: 0.8730, loss_cls: 1.2245, loss: 1.2245, grad_norm: 5.4848 2020-08-16 12:00:53,070 - mmaction - INFO - Epoch [99][500/940] lr: 1.000e-04, eta: 0:16:35, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.7131, top5_acc: 0.8773, loss_cls: 1.2089, loss: 1.2089, grad_norm: 5.4590 2020-08-16 12:01:07,127 - mmaction - INFO - Epoch [99][520/940] lr: 1.000e-04, eta: 0:16:20, time: 0.706, data_time: 0.007, memory: 8343, top1_acc: 0.7018, top5_acc: 0.8697, loss_cls: 1.2300, loss: 1.2300, grad_norm: 5.4392 2020-08-16 12:01:22,356 - mmaction - INFO - Epoch [99][540/940] lr: 1.000e-04, eta: 0:16:06, time: 0.759, data_time: 0.006, memory: 8343, top1_acc: 0.6963, top5_acc: 0.8725, loss_cls: 1.2451, loss: 1.2451, grad_norm: 5.5202 2020-08-16 12:01:36,511 - mmaction - INFO - Epoch [99][560/940] lr: 1.000e-04, eta: 0:15:51, time: 0.710, data_time: 0.006, memory: 8343, top1_acc: 0.6867, top5_acc: 0.8715, loss_cls: 1.2635, loss: 1.2635, grad_norm: 5.5341 2020-08-16 12:01:50,825 - mmaction - INFO - Epoch [99][580/940] lr: 1.000e-04, eta: 0:15:37, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.7082, top5_acc: 0.8742, loss_cls: 1.2082, loss: 1.2082, grad_norm: 5.4051 2020-08-16 12:02:05,020 - mmaction - INFO - Epoch [99][600/940] lr: 1.000e-04, eta: 0:15:23, time: 0.712, data_time: 0.006, memory: 8343, top1_acc: 0.6879, top5_acc: 0.8662, loss_cls: 1.2868, loss: 1.2868, grad_norm: 5.6403 2020-08-16 12:02:20,058 - mmaction - INFO - Epoch [99][620/940] lr: 1.000e-04, eta: 0:15:08, time: 0.752, data_time: 0.009, memory: 8343, top1_acc: 0.6863, top5_acc: 0.8658, loss_cls: 1.2913, loss: 1.2913, grad_norm: 5.6037 2020-08-16 12:02:34,686 - mmaction - INFO - Epoch [99][640/940] lr: 1.000e-04, eta: 0:14:54, time: 0.730, data_time: 0.006, memory: 8343, top1_acc: 0.7033, top5_acc: 0.8799, loss_cls: 1.2241, loss: 1.2241, grad_norm: 5.4662 2020-08-16 12:02:49,090 - mmaction - INFO - Epoch [99][660/940] lr: 1.000e-04, eta: 0:14:39, time: 0.722, data_time: 0.005, memory: 8343, top1_acc: 0.6988, top5_acc: 0.8691, loss_cls: 1.2457, loss: 1.2457, grad_norm: 5.4344 2020-08-16 12:03:03,475 - mmaction - INFO - Epoch [99][680/940] lr: 1.000e-04, eta: 0:14:25, time: 0.717, data_time: 0.005, memory: 8343, top1_acc: 0.6986, top5_acc: 0.8740, loss_cls: 1.2258, loss: 1.2258, grad_norm: 5.4750 2020-08-16 12:03:17,771 - mmaction - INFO - Epoch [99][700/940] lr: 1.000e-04, eta: 0:14:10, time: 0.717, data_time: 0.006, memory: 8343, top1_acc: 0.6996, top5_acc: 0.8666, loss_cls: 1.2615, loss: 1.2615, grad_norm: 5.5200 2020-08-16 12:03:33,677 - mmaction - INFO - Epoch [99][720/940] lr: 1.000e-04, eta: 0:13:56, time: 0.795, data_time: 0.006, memory: 8343, top1_acc: 0.6975, top5_acc: 0.8721, loss_cls: 1.2343, loss: 1.2343, grad_norm: 5.4900 2020-08-16 12:03:47,143 - mmaction - INFO - Epoch [99][740/940] lr: 1.000e-04, eta: 0:13:42, time: 0.673, data_time: 0.003, memory: 8343, top1_acc: 0.6822, top5_acc: 0.8623, loss_cls: 1.3082, loss: 1.3082, grad_norm: 5.5662 2020-08-16 12:04:02,087 - mmaction - INFO - Epoch [99][760/940] lr: 1.000e-04, eta: 0:13:27, time: 0.745, data_time: 0.005, memory: 8343, top1_acc: 0.6891, top5_acc: 0.8658, loss_cls: 1.2895, loss: 1.2895, grad_norm: 5.5698 2020-08-16 12:04:16,248 - mmaction - INFO - Epoch [99][780/940] lr: 1.000e-04, eta: 0:13:13, time: 0.711, data_time: 0.006, memory: 8343, top1_acc: 0.6916, top5_acc: 0.8773, loss_cls: 1.2439, loss: 1.2439, grad_norm: 5.4975 2020-08-16 12:04:31,372 - mmaction - INFO - Epoch [99][800/940] lr: 1.000e-04, eta: 0:12:58, time: 0.754, data_time: 0.006, memory: 8343, top1_acc: 0.6982, top5_acc: 0.8639, loss_cls: 1.2386, loss: 1.2386, grad_norm: 5.3767 2020-08-16 12:04:45,157 - mmaction - INFO - Epoch [99][820/940] lr: 1.000e-04, eta: 0:12:44, time: 0.692, data_time: 0.007, memory: 8343, top1_acc: 0.6963, top5_acc: 0.8727, loss_cls: 1.2530, loss: 1.2530, grad_norm: 5.5257 2020-08-16 12:04:59,641 - mmaction - INFO - Epoch [99][840/940] lr: 1.000e-04, eta: 0:12:30, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.7088, top5_acc: 0.8764, loss_cls: 1.2115, loss: 1.2115, grad_norm: 5.4147 2020-08-16 12:05:16,171 - mmaction - INFO - Epoch [99][860/940] lr: 1.000e-04, eta: 0:12:15, time: 0.828, data_time: 0.005, memory: 8343, top1_acc: 0.6770, top5_acc: 0.8652, loss_cls: 1.3012, loss: 1.3012, grad_norm: 5.6594 2020-08-16 12:05:30,648 - mmaction - INFO - Epoch [99][880/940] lr: 1.000e-04, eta: 0:12:01, time: 0.722, data_time: 0.006, memory: 8343, top1_acc: 0.7004, top5_acc: 0.8654, loss_cls: 1.2405, loss: 1.2405, grad_norm: 5.5016 2020-08-16 12:05:44,665 - mmaction - INFO - Epoch [99][900/940] lr: 1.000e-04, eta: 0:11:46, time: 0.703, data_time: 0.005, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8646, loss_cls: 1.2814, loss: 1.2814, grad_norm: 5.4504 2020-08-16 12:05:58,724 - mmaction - INFO - Epoch [99][920/940] lr: 1.000e-04, eta: 0:11:32, time: 0.701, data_time: 0.005, memory: 8343, top1_acc: 0.6916, top5_acc: 0.8660, loss_cls: 1.2699, loss: 1.2699, grad_norm: 5.6179 2020-08-16 12:06:12,734 - mmaction - INFO - Epoch [99][940/940] lr: 1.000e-04, eta: 0:11:17, time: 0.702, data_time: 0.005, memory: 8343, top1_acc: 0.6986, top5_acc: 0.8783, loss_cls: 1.2252, loss: 1.2252, grad_norm: 5.5268 2020-08-16 12:06:38,849 - mmaction - INFO - Epoch [100][20/940] lr: 1.000e-04, eta: 0:11:03, time: 1.274, data_time: 0.649, memory: 8343, top1_acc: 0.6869, top5_acc: 0.8654, loss_cls: 1.2931, loss: 1.2931, grad_norm: 5.5837 2020-08-16 12:06:51,597 - mmaction - INFO - Epoch [100][40/940] lr: 1.000e-04, eta: 0:10:49, time: 0.639, data_time: 0.006, memory: 8343, top1_acc: 0.7074, top5_acc: 0.8748, loss_cls: 1.2256, loss: 1.2256, grad_norm: 5.4834 2020-08-16 12:07:05,320 - mmaction - INFO - Epoch [100][60/940] lr: 1.000e-04, eta: 0:10:34, time: 0.684, data_time: 0.006, memory: 8343, top1_acc: 0.6914, top5_acc: 0.8621, loss_cls: 1.2611, loss: 1.2611, grad_norm: 5.5085 2020-08-16 12:07:19,987 - mmaction - INFO - Epoch [100][80/940] lr: 1.000e-04, eta: 0:10:20, time: 0.736, data_time: 0.005, memory: 8343, top1_acc: 0.7000, top5_acc: 0.8676, loss_cls: 1.2402, loss: 1.2402, grad_norm: 5.4721 2020-08-16 12:07:33,890 - mmaction - INFO - Epoch [100][100/940] lr: 1.000e-04, eta: 0:10:05, time: 0.693, data_time: 0.006, memory: 8343, top1_acc: 0.7068, top5_acc: 0.8730, loss_cls: 1.2130, loss: 1.2130, grad_norm: 5.4018 2020-08-16 12:07:48,546 - mmaction - INFO - Epoch [100][120/940] lr: 1.000e-04, eta: 0:09:51, time: 0.735, data_time: 0.006, memory: 8343, top1_acc: 0.7047, top5_acc: 0.8770, loss_cls: 1.2213, loss: 1.2213, grad_norm: 5.4434 2020-08-16 12:08:02,908 - mmaction - INFO - Epoch [100][140/940] lr: 1.000e-04, eta: 0:09:37, time: 0.716, data_time: 0.005, memory: 8343, top1_acc: 0.6914, top5_acc: 0.8656, loss_cls: 1.2698, loss: 1.2698, grad_norm: 5.4642 2020-08-16 12:08:17,899 - mmaction - INFO - Epoch [100][160/940] lr: 1.000e-04, eta: 0:09:22, time: 0.752, data_time: 0.006, memory: 8343, top1_acc: 0.6955, top5_acc: 0.8654, loss_cls: 1.2497, loss: 1.2497, grad_norm: 5.5439 2020-08-16 12:08:32,351 - mmaction - INFO - Epoch [100][180/940] lr: 1.000e-04, eta: 0:09:08, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.7004, top5_acc: 0.8783, loss_cls: 1.2134, loss: 1.2134, grad_norm: 5.4805 2020-08-16 12:08:46,741 - mmaction - INFO - Epoch [100][200/940] lr: 1.000e-04, eta: 0:08:53, time: 0.721, data_time: 0.005, memory: 8343, top1_acc: 0.6930, top5_acc: 0.8646, loss_cls: 1.2863, loss: 1.2863, grad_norm: 5.5590 2020-08-16 12:09:01,465 - mmaction - INFO - Epoch [100][220/940] lr: 1.000e-04, eta: 0:08:39, time: 0.735, data_time: 0.005, memory: 8343, top1_acc: 0.6937, top5_acc: 0.8654, loss_cls: 1.2669, loss: 1.2669, grad_norm: 5.4645 2020-08-16 12:09:15,884 - mmaction - INFO - Epoch [100][240/940] lr: 1.000e-04, eta: 0:08:24, time: 0.723, data_time: 0.005, memory: 8343, top1_acc: 0.6908, top5_acc: 0.8672, loss_cls: 1.2737, loss: 1.2737, grad_norm: 5.4846 2020-08-16 12:09:30,235 - mmaction - INFO - Epoch [100][260/940] lr: 1.000e-04, eta: 0:08:10, time: 0.715, data_time: 0.006, memory: 8343, top1_acc: 0.7020, top5_acc: 0.8707, loss_cls: 1.2264, loss: 1.2264, grad_norm: 5.4878 2020-08-16 12:09:44,813 - mmaction - INFO - Epoch [100][280/940] lr: 1.000e-04, eta: 0:07:56, time: 0.732, data_time: 0.007, memory: 8343, top1_acc: 0.7041, top5_acc: 0.8740, loss_cls: 1.2277, loss: 1.2277, grad_norm: 5.4558 2020-08-16 12:09:59,530 - mmaction - INFO - Epoch [100][300/940] lr: 1.000e-04, eta: 0:07:41, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.6932, top5_acc: 0.8594, loss_cls: 1.2790, loss: 1.2790, grad_norm: 5.4727 2020-08-16 12:10:13,762 - mmaction - INFO - Epoch [100][320/940] lr: 1.000e-04, eta: 0:07:27, time: 0.713, data_time: 0.005, memory: 8343, top1_acc: 0.6973, top5_acc: 0.8688, loss_cls: 1.2459, loss: 1.2459, grad_norm: 5.4604 2020-08-16 12:10:27,963 - mmaction - INFO - Epoch [100][340/940] lr: 1.000e-04, eta: 0:07:12, time: 0.709, data_time: 0.007, memory: 8343, top1_acc: 0.7037, top5_acc: 0.8742, loss_cls: 1.2315, loss: 1.2315, grad_norm: 5.4684 2020-08-16 12:10:42,613 - mmaction - INFO - Epoch [100][360/940] lr: 1.000e-04, eta: 0:06:58, time: 0.734, data_time: 0.005, memory: 8343, top1_acc: 0.6969, top5_acc: 0.8719, loss_cls: 1.2575, loss: 1.2575, grad_norm: 5.5625 2020-08-16 12:10:57,462 - mmaction - INFO - Epoch [100][380/940] lr: 1.000e-04, eta: 0:06:43, time: 0.740, data_time: 0.006, memory: 8343, top1_acc: 0.6896, top5_acc: 0.8648, loss_cls: 1.2742, loss: 1.2742, grad_norm: 5.6204 2020-08-16 12:11:13,089 - mmaction - INFO - Epoch [100][400/940] lr: 1.000e-04, eta: 0:06:29, time: 0.783, data_time: 0.005, memory: 8343, top1_acc: 0.6898, top5_acc: 0.8697, loss_cls: 1.2577, loss: 1.2577, grad_norm: 5.5436 2020-08-16 12:11:26,772 - mmaction - INFO - Epoch [100][420/940] lr: 1.000e-04, eta: 0:06:15, time: 0.682, data_time: 0.005, memory: 8343, top1_acc: 0.6885, top5_acc: 0.8639, loss_cls: 1.2817, loss: 1.2817, grad_norm: 5.5985 2020-08-16 12:11:41,683 - mmaction - INFO - Epoch [100][440/940] lr: 1.000e-04, eta: 0:06:00, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.6953, top5_acc: 0.8662, loss_cls: 1.2653, loss: 1.2653, grad_norm: 5.5205 2020-08-16 12:11:56,210 - mmaction - INFO - Epoch [100][460/940] lr: 1.000e-04, eta: 0:05:46, time: 0.724, data_time: 0.007, memory: 8343, top1_acc: 0.6889, top5_acc: 0.8691, loss_cls: 1.2590, loss: 1.2590, grad_norm: 5.6082 2020-08-16 12:12:11,162 - mmaction - INFO - Epoch [100][480/940] lr: 1.000e-04, eta: 0:05:31, time: 0.749, data_time: 0.006, memory: 8343, top1_acc: 0.6877, top5_acc: 0.8631, loss_cls: 1.2794, loss: 1.2794, grad_norm: 5.6241 2020-08-16 12:12:25,647 - mmaction - INFO - Epoch [100][500/940] lr: 1.000e-04, eta: 0:05:17, time: 0.723, data_time: 0.006, memory: 8343, top1_acc: 0.6937, top5_acc: 0.8670, loss_cls: 1.2685, loss: 1.2685, grad_norm: 5.5043 2020-08-16 12:12:40,024 - mmaction - INFO - Epoch [100][520/940] lr: 1.000e-04, eta: 0:05:02, time: 0.720, data_time: 0.005, memory: 8343, top1_acc: 0.7063, top5_acc: 0.8762, loss_cls: 1.2082, loss: 1.2082, grad_norm: 5.4286 2020-08-16 12:12:54,826 - mmaction - INFO - Epoch [100][540/940] lr: 1.000e-04, eta: 0:04:48, time: 0.738, data_time: 0.006, memory: 8343, top1_acc: 0.6951, top5_acc: 0.8654, loss_cls: 1.2633, loss: 1.2633, grad_norm: 5.5413 2020-08-16 12:13:09,402 - mmaction - INFO - Epoch [100][560/940] lr: 1.000e-04, eta: 0:04:34, time: 0.732, data_time: 0.006, memory: 8343, top1_acc: 0.6928, top5_acc: 0.8693, loss_cls: 1.2766, loss: 1.2766, grad_norm: 5.5433 2020-08-16 12:13:23,649 - mmaction - INFO - Epoch [100][580/940] lr: 1.000e-04, eta: 0:04:19, time: 0.712, data_time: 0.005, memory: 8343, top1_acc: 0.7064, top5_acc: 0.8754, loss_cls: 1.2341, loss: 1.2341, grad_norm: 5.4728 2020-08-16 12:13:38,648 - mmaction - INFO - Epoch [100][600/940] lr: 1.000e-04, eta: 0:04:05, time: 0.750, data_time: 0.001, memory: 8343, top1_acc: 0.6934, top5_acc: 0.8783, loss_cls: 1.2341, loss: 1.2341, grad_norm: 5.5251 2020-08-16 12:13:53,290 - mmaction - INFO - Epoch [100][620/940] lr: 1.000e-04, eta: 0:03:50, time: 0.729, data_time: 0.006, memory: 8343, top1_acc: 0.6875, top5_acc: 0.8693, loss_cls: 1.2771, loss: 1.2771, grad_norm: 5.6122 2020-08-16 12:14:07,120 - mmaction - INFO - Epoch [100][640/940] lr: 1.000e-04, eta: 0:03:36, time: 0.694, data_time: 0.006, memory: 8343, top1_acc: 0.7029, top5_acc: 0.8695, loss_cls: 1.2439, loss: 1.2439, grad_norm: 5.4745 2020-08-16 12:14:22,278 - mmaction - INFO - Epoch [100][660/940] lr: 1.000e-04, eta: 0:03:21, time: 0.755, data_time: 0.005, memory: 8343, top1_acc: 0.7064, top5_acc: 0.8773, loss_cls: 1.2097, loss: 1.2097, grad_norm: 5.4249 2020-08-16 12:14:37,228 - mmaction - INFO - Epoch [100][680/940] lr: 1.000e-04, eta: 0:03:07, time: 0.750, data_time: 0.006, memory: 8343, top1_acc: 0.6906, top5_acc: 0.8688, loss_cls: 1.2686, loss: 1.2686, grad_norm: 5.5210 2020-08-16 12:14:52,834 - mmaction - INFO - Epoch [100][700/940] lr: 1.000e-04, eta: 0:02:53, time: 0.778, data_time: 0.005, memory: 8343, top1_acc: 0.7018, top5_acc: 0.8721, loss_cls: 1.2432, loss: 1.2432, grad_norm: 5.4268 2020-08-16 12:15:06,718 - mmaction - INFO - Epoch [100][720/940] lr: 1.000e-04, eta: 0:02:38, time: 0.696, data_time: 0.006, memory: 8343, top1_acc: 0.6904, top5_acc: 0.8719, loss_cls: 1.2706, loss: 1.2706, grad_norm: 5.5206 2020-08-16 12:15:20,873 - mmaction - INFO - Epoch [100][740/940] lr: 1.000e-04, eta: 0:02:24, time: 0.705, data_time: 0.006, memory: 8343, top1_acc: 0.6893, top5_acc: 0.8744, loss_cls: 1.2490, loss: 1.2490, grad_norm: 5.5805 2020-08-16 12:15:36,108 - mmaction - INFO - Epoch [100][760/940] lr: 1.000e-04, eta: 0:02:09, time: 0.764, data_time: 0.006, memory: 8343, top1_acc: 0.6959, top5_acc: 0.8703, loss_cls: 1.2425, loss: 1.2425, grad_norm: 5.4889 2020-08-16 12:15:49,883 - mmaction - INFO - Epoch [100][780/940] lr: 1.000e-04, eta: 0:01:55, time: 0.687, data_time: 0.005, memory: 8343, top1_acc: 0.6928, top5_acc: 0.8695, loss_cls: 1.2452, loss: 1.2452, grad_norm: 5.4325 2020-08-16 12:16:04,032 - mmaction - INFO - Epoch [100][800/940] lr: 1.000e-04, eta: 0:01:40, time: 0.709, data_time: 0.005, memory: 8343, top1_acc: 0.6898, top5_acc: 0.8664, loss_cls: 1.2947, loss: 1.2947, grad_norm: 5.6354 2020-08-16 12:16:19,047 - mmaction - INFO - Epoch [100][820/940] lr: 1.000e-04, eta: 0:01:26, time: 0.748, data_time: 0.006, memory: 8343, top1_acc: 0.6826, top5_acc: 0.8682, loss_cls: 1.2839, loss: 1.2839, grad_norm: 5.6068 2020-08-16 12:16:34,339 - mmaction - INFO - Epoch [100][840/940] lr: 1.000e-04, eta: 0:01:12, time: 0.767, data_time: 0.006, memory: 8343, top1_acc: 0.6992, top5_acc: 0.8678, loss_cls: 1.2453, loss: 1.2453, grad_norm: 5.4791 2020-08-16 12:16:49,278 - mmaction - INFO - Epoch [100][860/940] lr: 1.000e-04, eta: 0:00:57, time: 0.745, data_time: 0.007, memory: 8343, top1_acc: 0.6838, top5_acc: 0.8701, loss_cls: 1.2563, loss: 1.2563, grad_norm: 5.5785 2020-08-16 12:17:02,925 - mmaction - INFO - Epoch [100][880/940] lr: 1.000e-04, eta: 0:00:43, time: 0.684, data_time: 0.005, memory: 8343, top1_acc: 0.6904, top5_acc: 0.8740, loss_cls: 1.2712, loss: 1.2712, grad_norm: 5.5570 2020-08-16 12:17:17,262 - mmaction - INFO - Epoch [100][900/940] lr: 1.000e-04, eta: 0:00:28, time: 0.715, data_time: 0.006, memory: 8343, top1_acc: 0.6988, top5_acc: 0.8764, loss_cls: 1.2169, loss: 1.2169, grad_norm: 5.5234 2020-08-16 12:17:31,440 - mmaction - INFO - Epoch [100][920/940] lr: 1.000e-04, eta: 0:00:14, time: 0.710, data_time: 0.005, memory: 8343, top1_acc: 0.6988, top5_acc: 0.8709, loss_cls: 1.2326, loss: 1.2326, grad_norm: 5.4720 2020-08-16 12:17:45,216 - mmaction - INFO - Epoch [100][940/940] lr: 1.000e-04, eta: 0:00:00, time: 0.685, data_time: 0.007, memory: 8343, top1_acc: 0.6939, top5_acc: 0.8750, loss_cls: 1.2585, loss: 1.2585, grad_norm: 5.6365 2020-08-16 12:17:45,579 - mmaction - INFO - Saving checkpoint at 100 epochs